tree version=v3 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=9 objective=cross_entropy feature_names=DCALI_FINAL GR LLD LLS NPHI RHOB DTC DTS INCL rel_depth feature_infos=[-2.8015000820159912:8.4399995803833008] [0:558.29742431640625] [9.9999997473787516e-05:664744.8125] [0:306114.8125] [-99.989997863769531:1.0269999504089355] [1.4309999942779541:4.6287999153137207] [43.236301422119141:109.86778259277344] [76.555274963378906:201.12541198730469] [1.1799999999999999:89.620000000000005] [1:1.7136267423629761] tree_sizes=3416 3423 3430 3419 3412 3415 3415 3429 3445 3439 3420 3450 3422 3451 3421 3452 3442 3440 3433 3452 3443 3445 3438 3465 3416 3440 3459 3439 3442 3448 3441 3448 3441 3433 3462 3431 3454 3428 3394 3431 3449 3407 3438 3424 3435 3431 3429 3423 3414 3450 3432 3399 3406 3399 3404 3435 3430 3414 3432 3430 3410 3416 3423 3407 3444 3422 3415 3411 3432 3397 3437 3416 3395 3418 3383 3405 3372 3381 3371 3383 3390 3426 3414 3402 3371 3375 3384 3406 3374 3432 3388 3409 3406 3381 3380 3392 3377 3376 3369 3371 3421 3405 3401 3385 3389 3379 3370 3412 3390 3390 3426 3395 3433 3365 3396 3417 3380 3405 3374 3384 3383 3412 3417 3404 3377 3386 3364 3391 3417 3387 3356 3372 3398 3378 3387 3429 3383 3424 3433 3412 3369 3380 3381 3396 3341 3358 3356 3388 3419 3393 3396 3424 3403 3367 3393 3424 3404 3426 3395 3374 3403 3406 3372 3361 3401 3427 3403 3398 3402 3391 3404 3384 3370 3374 3402 3402 3383 3387 3362 3398 3404 3369 3425 3378 3423 3394 3391 3399 3429 3377 3363 3383 3394 3394 3368 3372 3371 3393 3378 3394 3420 3388 3407 3375 3376 3364 3378 3351 3374 3373 3378 3368 3377 3384 3416 3387 3378 3378 3378 3393 3388 3351 3384 3380 3416 3413 3373 3356 3427 3363 3394 3409 3398 3387 3374 3408 3391 3366 3424 3370 3420 3399 3400 3406 3382 3412 3408 3391 3390 3388 3397 3375 3381 3394 3389 3358 3391 3368 3391 3376 3388 3380 3369 3404 3362 3360 3386 3404 3370 3352 3394 3386 3378 3379 3420 3356 3393 3387 3383 3421 3396 3417 3406 3409 3362 3355 3383 3354 3377 3386 3392 3345 3373 3406 3358 3408 3393 3368 3379 3373 3367 3352 3420 3365 3374 3370 3385 3383 3394 3369 3373 3385 3386 3373 3372 3355 3385 3380 3355 3380 3385 3376 3402 3368 3371 3381 3367 3393 3367 3365 3383 3408 3419 3386 3368 3396 3383 3384 3381 3392 3372 3398 3355 3381 3359 3370 3413 3369 3391 3400 3377 3393 3387 3372 3389 3377 3394 3389 3380 3364 3363 3387 3365 3379 3409 3377 3373 3390 3410 3364 3404 3382 3352 3406 3403 3395 3373 3365 3401 3359 3352 3358 3372 3392 3383 3393 3362 3384 3382 3367 3388 3385 3410 3385 3370 3403 3400 3389 3371 3354 3358 3395 3389 3388 3383 3371 3371 3361 3398 3363 3411 3392 3398 3429 3377 3387 3393 3376 3367 3391 3362 3413 3371 3384 3394 3371 3400 3379 3417 3363 3367 3350 3401 3394 3374 3392 3391 3382 3358 3371 3365 3358 3351 3367 3365 3388 3385 3396 3366 3393 3365 3392 3397 3354 3381 3367 3380 3380 3358 3417 3367 3388 3410 3367 3364 3361 3345 3374 3384 3378 3363 3359 3373 3385 3381 3351 3376 3375 3381 3407 3392 3377 3387 3409 3379 3424 3372 3378 3399 3425 3396 3362 3361 3392 3376 3402 3375 3369 3372 3376 3352 3366 3377 3374 3394 3370 3407 3380 3367 3352 3403 3379 3392 3406 3380 3397 3407 3416 3387 3403 3383 3392 3381 3376 3386 3399 3382 3363 3394 3373 3394 3391 3402 3363 3393 3360 3376 3353 3372 3351 3370 3344 3397 3390 3389 3368 3419 3389 3373 3346 3397 3395 3354 3370 3400 3357 3384 3376 3375 3401 3387 3367 3395 3364 3362 3383 3384 3370 3373 3367 3367 3391 3362 3399 3405 3350 3387 3371 3380 3382 3372 3355 3344 3393 3378 3367 3381 3369 3392 3356 3401 3390 3380 3390 3362 3368 3379 3398 3393 3368 3390 3380 3391 3371 3366 3368 3403 3366 3350 3386 3388 3377 3378 3382 3347 3386 3373 3365 3400 3393 3409 3378 3369 3362 3415 3367 3383 3368 3367 3354 3401 3383 3384 3382 3369 3373 3368 3392 3356 3367 3391 3330 3378 3357 3391 3372 3362 3363 3362 3389 3370 3362 3399 3363 3419 3373 3411 3368 3411 3377 3374 3359 3346 3369 3363 3370 3385 3366 3386 3393 3348 3371 3346 3363 3392 3379 3384 3396 3398 3393 3389 3393 3380 3372 3377 3382 3393 3406 3357 3353 3375 3361 3364 3391 3362 3385 3363 3376 3357 3374 3365 3354 3380 3362 3380 3350 3377 3364 3377 3411 3372 3385 3366 3373 3355 3378 3369 3382 3374 3350 3379 3372 3392 3379 3358 3377 3399 3385 3368 3354 3402 3375 3369 3366 3373 3391 3381 3397 3417 3371 3399 3384 3392 3365 3372 3387 3377 3370 3405 3369 3338 3385 3400 3363 3372 3392 3371 3388 3381 3381 3397 3368 3371 3365 3378 3375 3368 3405 3428 3400 3385 3377 3385 3396 3369 3355 3384 3384 3377 3366 3369 3345 3350 3368 3381 3380 3350 3365 3371 3380 3379 3370 3395 3383 3356 3415 3391 3394 3363 3397 3395 3356 3395 3390 3389 3380 3369 3376 3393 3377 3346 3370 3392 3372 3356 3379 3380 3379 3371 3386 3392 3402 3376 3409 3406 3382 3385 3374 3369 3418 3372 3391 3371 3405 3358 3404 3367 3385 3374 3371 3390 3380 3384 3387 3390 3377 3408 3385 3376 3347 3390 3373 3379 3376 3372 3375 3363 3384 3378 3374 Tree=0 num_leaves=31 num_cat=0 split_feature=9 8 9 2 3 5 9 8 8 0 5 9 1 7 3 3 8 9 9 8 9 9 8 8 1 9 9 0 9 8 split_gain=4243.19 2739.97 1327.52 1043.29 753.703 738.07 724.916 1149.33 1168.22 854.705 501.126 492.515 417.596 391.922 379.443 362.619 341.725 586.876 439.388 423.249 361.752 320.805 429.032 329.867 319.616 295.873 270.942 255.73 242.95 228.443 threshold=1.2677250504493716 2.3897644095000001 1.6318134069442751 2742.005004882813 6.3065781593322763 2.68000340461731 1.1293502449989321 86.904427585000022 66.415079260000013 0.07000999897718431 2.7499500513076787 1.1493571400642397 181.95790100097659 88.430774688720717 16.667900085449222 22.061336517333988 85.728648085000017 1.5024287104606631 1.5271995663642886 76.303434405000004 1.4366575479507449 1.2459819912910464 71.361888165000025 79.618289135000012 128.74700164794925 1.1744956374168398 1.0895128250122073 0.26000010967254644 1.2924330830574038 85.728648085000017 decision_type=2 10 2 8 10 10 2 10 10 10 10 2 10 10 10 10 8 2 2 10 2 2 10 10 10 2 2 8 2 10 left_child=1 -1 5 4 24 16 10 8 15 21 12 -9 29 -4 -7 -8 19 -18 -19 28 -21 22 -10 -24 25 -3 -12 -5 -2 -6 right_child=2 3 13 27 6 14 7 11 9 -11 26 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.84372212029200633 -0.68423659652291646 -0.75348588404652284 -0.76785166586631171 -0.73846589248055494 -0.60408086449910769 -0.7062321382582516 -0.53097005285020193 -0.4734864494621383 -0.54692393219733981 -0.54240257479295606 -0.81257378241540823 -0.85338784593726313 -0.4726077419379473 -0.52626050472753549 -0.84394749481950682 -0.75158668427971076 -0.85338784593726313 -0.51992191855821712 -0.76641835690296056 -0.70015588906730142 -0.46168196811331741 -0.55529573825470424 -0.75223179674941987 -0.63356974031196989 -0.57111845170312314 -0.61156515477566065 -0.45147766258736843 -0.66728056504967392 -0.77320352959622463 -0.47268604755993593 leaf_weight=827.66675314307213 356.48568019270897 916.89888302981853 87.682192146778107 1551.4876777082682 3126.6672608703375 226.29091003537178 81.261021509766579 37.641345113515854 204.59178167581558 1188.802246555686 149.45828206837177 365.34246727824211 286.51706221699715 286.73848189413548 1726.6306423246861 895.86401370167732 752.16264323890209 99.860274389386177 262.16089773178101 905.16364014148712 68.418680235743523 255.96114677190781 602.04010213911533 383.49888080358505 141.70859336853027 174.92154493927956 24.134744808077812 747.95566937327385 2208.6612794548273 138.16587853431702 leaf_count=3738 1610 4141 396 7007 14121 1022 367 170 924 5369 675 1650 1294 1295 7798 4046 3397 451 1184 4088 309 1156 2719 1732 640 790 109 3378 9975 624 internal_value=-0.703924 -0.668108 -0.766013 -0.655214 -0.639814 -0.776395 -0.628244 -0.657722 -0.639851 -0.605218 -0.596471 -0.817903 -0.588362 -0.582837 -0.82799 -0.733239 -0.75474 -0.803037 -0.698425 -0.739533 -0.683397 -0.656858 -0.678701 -0.706057 -0.71241 -0.730749 -0.76237 -0.715311 -0.76084 -0.59852 internal_weight=0 12100.6 6980.26 11272.9 8973.48 6605.83 7739.95 4015 3612.02 2634.89 3724.94 402.984 3551.35 374.421 1952.92 977.125 4652.91 1114.18 362.021 3538.73 973.582 1446.09 1190.13 985.539 1233.53 1091.82 173.593 2299.44 2565.15 3264.83 internal_count=86175 54650 31525 50912 40527 29834 34956 18133 16313 11900 16823 1820 16039 1691 8820 4413 21014 5032 1635 15982 4397 6531 5375 4451 5571 4931 784 10385 11585 14745 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=9 8 9 2 5 3 9 8 8 0 9 5 3 7 8 9 8 9 1 3 9 1 9 8 8 9 0 9 2 4 split_gain=3476.01 2281.54 1081.8 835.322 657.668 536.264 562.857 921.022 880.685 613.488 408.773 395.939 342.297 307.187 299.474 520.896 351.712 341.801 298.378 273.587 269.375 236.758 234.403 331.136 327.61 226.562 224.532 217.283 214.345 212.876 threshold=1.2677250504493716 3.8536719175000003 1.6318134069442751 2543.7900390625005 2.68000340461731 6.3065781593322763 1.1293502449989321 86.904427585000022 66.415079260000013 0.060004999861121185 1.1493571400642397 2.7493449449539189 17.637899398803714 89.830139160156264 85.728648085000017 1.5024287104606631 76.303434405000004 1.5271995663642886 166.61599731445315 22.061336517333988 1.4366575479507449 128.74700164794925 1.2459819912910464 73.722831840000012 79.618289135000012 1.1744956374168398 0.27005000412464147 1.0895128250122073 594.77999877929699 0.34634999930858618 decision_type=2 10 2 8 10 10 2 10 10 10 2 10 10 10 8 2 10 2 10 10 2 10 2 10 10 2 8 2 8 8 left_child=1 -1 4 5 14 21 11 8 19 22 -9 18 -6 -4 16 -16 28 -17 -7 -8 -18 25 23 -10 -25 -3 -5 -13 -2 -27 right_child=2 3 13 26 12 6 7 10 9 -11 -12 27 -14 -15 15 17 20 -19 -20 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31 leaf_value=-0.12536364102903264 -0.016279381064745295 -0.042231156822326456 -0.020023258114793517 -0.029871372330904623 -0.0050277914104191728 0.092471010798013176 0.14566456738484543 0.19550577183300824 0.11911452789277971 0.13659910701352349 -0.14259692950808853 -0.10413420502238301 -0.13354394346824261 0.1681988122570508 -0.14259692950808853 0.1562999041012744 0.0033865583315433124 -0.05756440784661826 0.18820002617841425 -0.042977902019277724 0.20272081762713889 0.11471369210119862 0.1284984373064538 -0.061362481705581312 0.061007686669264871 -0.036729646028763371 0.035090590234928713 0.21095611991576321 -0.075982197785526853 0.18192676175857048 leaf_weight=859.57051526010036 995.64673221111298 871.79533171653748 130.78789316117764 1623.6393078416586 237.46928191184998 3223.3260732442141 84.40952605009079 39.967748701572418 267.93873663246632 1266.1571547836065 339.57913732528687 141.2508357912302 1628.4169836044312 257.27219107747078 711.6288275718689 105.46097469329834 906.31470787525177 256.45918226242065 362.1810569614172 861.93765208125114 73.275477200746536 146.01607516407967 249.74754440784454 499.0155081152916 389.57929015159607 82.538815826177597 791.39467090368271 25.898070976138115 1518.4412337988615 96.675298094749451 leaf_count=4066 4582 4006 589 7409 1076 14084 362 169 1173 5451 1621 663 7744 1102 3397 451 4088 1184 1540 3958 309 633 1078 2292 1720 362 3530 109 7003 424 internal_value=0 0.0317226 -0.0573831 0.0436056 -0.067164 0.0576913 0.0673118 0.0412052 0.0567487 0.0861049 -0.106993 0.0951276 -0.117188 0.104762 -0.0467274 -0.0929212 -0.0325328 0.00475414 0.102141 -0.0261519 0.0182972 -0.00460364 0.040642 0.0216698 -0.00771274 -0.0211803 -0.00858366 -0.0553141 -0.0523383 0.0812224 internal_weight=0 12222.6 6821.17 11363 6433.11 8948.01 7750.99 3998.33 3618.79 2672.44 379.547 3752.66 1865.89 388.06 4567.23 1073.55 3493.68 361.92 3585.51 946.347 979.59 1197.03 1406.28 1156.53 888.595 1051.01 2415.03 167.149 2514.09 179.214 internal_count=86175 54650 31525 50584 29834 39645 34220 17824 16034 11714 1790 16396 8820 1691 21014 5032 15982 1635 15624 4320 4397 5425 6263 5185 4012 4792 10939 772 11585 786 is_linear=0 shrinkage=0.1 Tree=2 num_leaves=31 num_cat=0 split_feature=9 8 9 2 5 3 9 8 8 5 9 5 8 8 8 8 8 8 9 1 7 9 8 9 3 8 8 9 0 0 split_gain=2911.77 2067.19 993.056 746.367 607.585 457.876 451.307 889.683 808.435 415.967 376.826 301.553 265.296 427.705 388.961 258.552 254.486 489.913 429.099 249.937 252.165 236.49 293.287 219.486 211.87 207.764 289.198 219.333 199.811 195.492 threshold=1.2924330830574038 2.3897644095000001 1.6318134069442751 2027.1029052734377 2.68000340461731 3.7308750152587895 1.1293502449989321 86.904427585000022 66.415079260000013 2.5751932859420781 1.1493571400642397 2.7493449449539189 72.792983550000017 79.618289135000012 76.303434405000004 87.887373765000021 65.094124090000022 72.315607970000016 1.1477001309394839 166.61599731445315 98.23557281494142 1.1744956374168398 75.064407355000014 1.1761901974678042 22.061336517333988 86.805891860000017 75.139998530000014 1.1493571400642397 0.17533997446298602 0.42000003159046179 decision_type=2 10 2 8 10 10 2 10 10 10 2 10 10 10 10 10 10 10 2 10 8 2 10 2 10 10 10 2 8 8 left_child=1 -1 4 5 -2 29 11 8 24 12 -9 19 -10 14 21 -4 18 -18 -5 20 -7 -14 -23 -15 -8 26 -19 -27 -26 -3 right_child=2 3 15 16 -6 6 7 10 9 -11 -12 -13 13 23 -16 -17 17 25 -20 -21 -22 22 -24 -25 28 27 -28 -29 -30 -31 leaf_value=-0.12814195172588608 -0.050400412403883481 0.060010971026758037 0.12539207964207899 0.0067993183316908115 -0.12553856346720729 0.11295737846404862 0.10360859781305072 0.17306362783348175 0.12861553078392954 0.12355326485934284 -0.13744393811878977 -0.054047494469937785 -0.079773766532344803 -0.00068160021351379159 -0.12140003057063281 -0.10314145591628132 0.099443560228065941 -0.080741147154312951 -0.097977364147555812 0.16484114050949072 0.057108320146793005 0.0049654424329839851 0.16709055668655826 0.12770023637551711 0.017285813568234554 0.22116235629980774 0.048293303942388496 -0.14444211464952134 -0.079574270113934364 -0.044786979327172315 leaf_weight=824.35687954723835 3729.5048567354679 241.16648162901402 338.79738940298557 1006.7097503691912 1512.6808515191078 1319.1458611488342 109.90039932727814 43.705537959933281 327.80293136835098 1126.2676762193441 369.59148377180099 157.32942552864552 161.71731869876385 185.89328747987747 248.26887400448322 57.976282581686974 538.62364168465137 264.71220031380653 638.94308260083199 374.06511855125427 2088.2445261627436 332.81771153211594 167.85836288332939 469.50809460878372 340.02316899597645 18.059633612632751 505.16090202331543 179.52547822892666 569.99312627315521 679.62070178985596 leaf_count=4139 17535 1081 1425 4542 7552 5629 468 181 1400 4757 1868 749 732 805 1129 266 2411 1209 2954 1533 8973 1466 755 2026 1589 80 2277 850 2671 3123 internal_value=0 0.0252231 -0.060537 0.0353659 -0.0720822 0.0496013 0.056946 0.0351369 0.0494328 0.0754283 -0.104608 0.0816042 0.0468088 0.0296853 -0.0146492 0.0919989 -0.00669745 0.0230057 -0.0338814 0.0872481 0.0787299 0.0253616 0.0593201 0.0912869 -0.027544 -0.0195504 0.00392626 -0.111025 -0.043383 -0.017339 internal_weight=0 13289 5638.96 12464.7 5242.19 9312.92 8392.13 4453.35 4040.05 3020.13 413.297 3938.78 1893.87 1566.06 910.662 396.774 3151.73 1506.08 1645.65 3781.46 3407.39 662.393 500.676 655.401 1019.92 967.458 769.873 197.585 910.016 920.787 internal_count=86175 59397 26778 55258 25087 40935 36731 19847 17798 13070 2049 16884 8313 6913 4082 1691 14323 6827 7496 16135 14602 2953 2221 2831 4728 4416 3486 930 4260 4204 is_linear=0 shrinkage=0.1 Tree=3 num_leaves=31 num_cat=0 split_feature=9 8 9 2 5 5 3 9 8 8 0 3 5 8 8 1 9 5 8 8 8 9 9 8 8 9 1 9 4 9 split_gain=2405.67 1744.6 822.694 609.819 560.371 433.01 334.573 344.453 874.106 715.003 517.05 318.114 241.921 278.694 284.177 299.608 286.787 276.362 227.958 417.885 370.773 225.349 223.72 230.901 215.942 194.683 194.045 198.54 191.27 183.26 threshold=1.2924330830574038 2.3897644095000001 1.6318134069442751 5922.9660644531259 2.68000340461731 2.4801000356674199 6.3065781593322763 1.1326038241386416 86.904427585000022 65.631410680000002 0.080014999955892577 26.082884788513187 2.7586450576782231 34.179560925000011 49.585035525000009 181.95790100097659 1.067902743816376 2.6937448978424077 72.792983550000017 79.618289135000012 76.303434405000004 1.1761901974678042 1.2459819912910464 75.474242615000023 87.321885330000015 1.1392991542816164 115.69050216674806 1.1744956374168398 0.039905000478029258 1.2728846073150637 decision_type=2 10 2 8 10 8 10 2 10 10 10 10 10 10 10 10 2 10 10 10 10 2 2 10 10 2 10 2 10 2 left_child=1 -1 4 5 -2 -3 26 12 9 11 18 -9 13 -8 -15 16 17 -16 25 20 22 -21 23 -20 -4 -11 27 -7 -26 -24 right_child=2 3 24 -5 -6 6 7 8 -10 10 -12 -13 -14 14 15 -17 -18 -19 19 21 -22 -23 29 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.12297995028853731 -0.046309231528545776 -0.038716965767901304 0.19734691763238132 -0.028031096339795961 -0.12021003727725439 -0.048492246461258451 0.014279418639795764 0.11996339617239693 -0.1155454493278523 -0.14606313413942612 0.10961684180259042 -0.051700442989299558 -0.053308831556880633 0.13703505971402788 0.038378844750267947 0.16800798945697554 0.083773851001313557 -0.11362410195429534 -0.045014863678362133 -0.028442501502901552 -0.1190845199018019 0.11217010030577007 0.16137869532060192 0.18643025095444005 -0.076068524911698646 0.12563155616113317 0.083800096187580331 0.067399518566180081 0.095021899420750011 -0.030968653071648394 leaf_weight=775.58548445999622 3657.0109032839537 661.06252872943878 114.95752915740013 1509.3848010599613 1426.2394586205482 748.95766058564186 619.97537663578987 123.34010237455368 366.90526276826859 28.628317013382912 1534.2971983253956 865.18745008111 149.55610476434231 858.61822211742401 649.51604279875755 284.42715267837048 1608.0923275351524 146.61108450591564 445.13926176726818 148.12997141480446 289.14124983549118 494.29329344630241 150.12503577768803 47.726835608482361 100.49948409199715 334.83747591078281 196.14594919979572 184.17442105710506 186.7882914096117 73.923720628023148 leaf_count=4139 17535 3032 471 6969 7552 3509 2637 530 1934 121 6421 4120 719 3616 2742 1148 6789 628 2047 642 1354 2087 637 211 459 1397 840 800 761 328 internal_value=0 0.0225591 -0.0561501 0.0315763 -0.067044 0.0397488 0.0447616 0.0510551 0.0329149 0.0449267 0.0658913 -0.0302817 0.0716532 0.0761379 0.0869493 0.0709544 0.0594726 0.0103867 0.0325464 0.0167409 -0.0234925 0.0797476 0.0150611 -0.0226028 0.081519 0.104232 -0.00661336 -0.0256184 0.0351708 0.0979147 internal_weight=0 13293.8 5485.5 12518.2 5083.25 11008.8 10347.7 9218.47 4901.68 4534.77 3546.24 988.528 4316.8 4167.24 3547.26 2688.65 2404.22 796.127 2011.95 1648.48 1006.06 642.423 716.915 492.866 402.245 363.466 1129.28 933.132 287.288 224.049 internal_count=86175 59397 26778 55258 25087 48289 45257 40108 21829 19895 15245 4650 18279 17560 14923 11307 10159 3370 8824 7306 4577 2729 3223 2258 1691 1518 5149 4309 1220 965 is_linear=0 shrinkage=0.1 Tree=4 num_leaves=31 num_cat=0 split_feature=9 8 8 8 9 9 8 8 2 3 2 1 5 8 9 9 8 9 8 0 3 9 9 9 8 9 9 3 4 7 split_gain=2025.6 1101.85 995.573 813.86 967.32 563.706 595.545 609.276 348.784 343.097 373.17 348.585 278.96 261.888 335.074 259.28 247 269.321 226.809 232.591 208.565 217.585 195.482 185.556 163.052 197.701 159.146 155.254 152.435 151.618 threshold=1.2112911343574526 3.8536719175000003 68.008555565000009 86.904427585000022 1.5024287104606631 1.3009637594223025 82.251262175000008 72.792983550000017 272.85049438476568 3.7308750152587895 1394.2634277343752 108.25125122070314 2.68000340461731 71.67887041500002 1.0861997008323672 1.3241015672683718 76.303434405000004 1.2408969998359682 75.396836080000014 0.29004999995231634 70.163276672363295 1.3131380677223208 1.3680611252784731 1.2610664963722231 83.823592210000001 1.1459585428237917 1.2924330830574038 20.062123298645023 0.089999500662088408 102.42935180664064 decision_type=2 10 10 10 2 2 10 10 8 10 10 10 8 10 2 2 10 2 10 8 8 2 2 2 10 2 2 10 10 8 left_child=1 29 15 5 -5 6 7 26 22 -3 13 -12 -6 -11 -15 20 17 -9 -16 -20 21 -2 -7 -8 -21 -26 28 -10 -4 -1 right_child=2 9 3 4 12 8 23 16 27 10 11 -13 -14 14 18 -17 -18 -19 19 24 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.018825596561345019 -0.037222901222944998 -0.019632726223853099 0.15686195407928757 -0.13188898279213562 0.043788509454548513 -0.023742876343971819 0.1808787755015534 -0.085300592622714264 -0.11351512886372661 0.074308545552904906 0.047037594317975835 -0.026640939069123643 -0.082477690724296671 -0.13352119926112363 -0.017381090255657896 -0.13223839613607441 -0.10015092923707747 0.051863464390552928 0.12110728714736646 0.076010928500219829 -0.096232402831732775 0.19422576394688151 0.11619218993279444 0.073116029080183539 0.074033118130975337 -0.080671135588957874 -0.11929408523609947 -0.030909107904663877 0.024229531500073117 -0.12565922196244902 leaf_weight=85.438794583082199 611.89619643986225 891.61897620558739 318.61695726215839 1074.5431497991085 642.28112062811852 168.69514401257038 322.18792316317558 219.02263922989368 263.24063663184643 3936.8057765960693 1443.8656148612499 1156.4473466873169 240.48548351228237 119.91064980626106 488.00837807357311 897.61636771261692 352.19290205836296 413.22764699161053 439.65129107236862 355.06708431243896 887.83902935683727 43.5061174929142 244.53734640777111 316.99770019948483 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3165 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=31 num_cat=0 split_feature=9 8 8 8 9 8 8 9 3 2 1 9 5 2 8 9 7 3 9 1 9 9 4 9 9 9 0 2 8 9 split_gain=1669.69 950.325 810.145 648.686 863.065 454.563 437.769 436.157 310.028 341.338 326.726 257.113 231.252 229.453 216.294 269.84 184.744 162.463 156.4 153.485 150.075 273.934 147.006 143.322 194.684 142.88 321.303 142.264 141.634 138.603 threshold=1.2161991596221926 2.3897644095000001 68.163682825000009 86.904427585000022 1.5024287104606631 81.947250455000017 71.67887041500002 1.2627818584442141 7.752199888229371 1212.3784790039065 107.59039688110353 1.3241015672683718 2.68000340461731 490.38099670410162 71.67887041500002 1.087821424007416 87.72849273681642 20.755000114440922 1.6318134069442751 131.91500091552737 1.3758142590522768 1.4711266160011294 0.084694001823663725 1.2851773500442507 1.2459819912910464 1.1744956374168398 -0.019999990239739415 1057.6399536132815 88.172383900000014 1.5271995663642886 decision_type=2 10 10 10 2 10 10 2 10 10 10 2 8 8 10 2 10 10 2 10 2 2 10 2 2 2 10 10 10 2 left_child=1 -1 11 5 -5 6 -4 -7 19 14 -11 16 29 20 22 -16 -2 27 -9 25 23 -22 -10 24 -8 -3 -27 -18 -17 -6 right_child=2 8 3 4 12 7 13 18 9 10 -12 -13 -14 -15 15 28 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.10988035433253314 -0.10980283707027186 -0.03671123055844993 0.08716698405223311 -0.12791596907071698 0.14240892618659337 0.15504335450248288 -0.064302704780695066 0.013232209027282874 0.086106869585128532 0.043817339777818466 -0.024008258512707551 -0.12818794421709562 -0.077624962533750202 -0.050597642313636476 -0.11802867733820664 0.029314127126828161 0.10480149325303667 -0.057207743155098779 0.1966949783122357 0.071385165714014057 0.16424511454580004 -0.016913019654719683 0.04471421323272913 -0.092185543283905533 0.083800203759350128 0.20980037870746943 -0.084847829599716193 -0.049186645629428323 0.14910691721521194 0.018329706100452394 leaf_weight=482.17680077254772 477.08426082134247 1031.6590335518122 370.03950594365597 983.59768803417683 107.99726931750774 333.37448216974735 162.59322454035282 922.23815807700157 2234.7034442722797 1604.7216733247042 1274.139851808548 836.52325510978699 230.49689768254757 1699.2386554628611 120.01479615271091 1392.0589511245489 136.06663139164448 744.67399781942368 48.931886598467827 199.17511141300201 151.9332337975502 185.23646719753742 1392.7412365078926 183.29324153065681 195.44990222156048 77.049650117754936 71.215876147150993 107.3129657804966 106.22928823530674 541.05158726871014 leaf_count=2917 2586 4853 1545 5794 451 1345 748 4237 9245 7004 5780 4892 1308 8325 558 6073 635 3764 197 836 705 882 5782 882 836 320 326 513 445 2391 internal_value=0 0.0270772 -0.0333853 -0.0143524 -0.0635555 0.00720573 -0.0145446 0.0563533 0.0340259 0.0414672 0.0137988 -0.0839554 0.00841887 -0.0291454 0.0566516 0.0262505 -0.0587008 -0.034026 0.0224759 -0.00981277 0.0123482 0.0647193 0.0702143 -0.020271 0.0165443 -0.0235192 0.068273 0.0369038 0.0378075 0.0389756 internal_weight=0 9985.89 8417.13 6115.47 1863.14 4252.33 2947.78 1304.54 9503.71 8124.61 2878.86 2301.66 879.546 2577.74 5245.75 1618.3 1465.14 988.054 971.17 1379.1 878.506 337.17 3627.44 541.336 358.043 1179.92 148.266 243.38 1498.29 649.049 internal_count=86175 44139 42036 29646 9944 19702 13923 5779 41222 34887 12784 12390 4150 12378 22103 7076 7498 4912 4434 6335 4053 1587 15027 2466 1584 5499 646 1148 6518 2842 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=31 num_cat=0 split_feature=9 8 9 5 2 5 1 8 9 8 9 8 8 9 9 9 7 9 2 8 9 5 8 9 8 6 9 9 9 1 split_gain=1404.51 1105.64 563.794 433.595 390.067 286.421 252.281 194.54 1079.33 240.441 386.55 304.645 276.905 340.686 288.22 156.763 156.443 145.522 142.819 139.803 144.303 131.69 131.523 389.235 337.92 252.486 211.491 193.448 208.48 184.072 threshold=1.2924330830574038 2.3897644095000001 1.6318134069442751 2.68000340461731 7637.8703613281259 2.4002467393875127 181.95790100097659 86.805891860000017 1.1477001309394839 82.251262175000008 1.1744956374168398 72.315607970000016 68.343569515000027 1.2358905673027041 1.0777724981307986 1.087821424007416 87.882106781005874 1.079471290111542 277.35739135742193 78.435385745000019 1.219445586204529 2.670010089874268 76.303434405000004 1.1761901974678042 74.879702425000019 50.359931945800788 1.2012907266616824 1.214552164077759 1.2492841482162478 110.3452491760254 decision_type=2 10 2 10 8 8 10 10 2 10 2 10 10 2 2 2 10 2 10 10 2 10 10 2 10 10 2 2 2 10 left_child=1 -1 3 -2 5 -3 7 9 -9 11 15 12 13 -7 -14 -11 -4 -13 -17 22 -21 -16 23 25 -25 -19 -24 -26 -29 -27 right_child=2 4 16 -5 -6 6 -8 8 -10 10 -12 17 14 -15 21 18 -18 19 -20 20 -22 -23 26 24 27 29 -28 28 -30 -31 leaf_value=-0.11136908504069026 -0.037502355172290093 -0.059853780638802256 -0.0727982942026517 -0.10773478741095721 -0.030457170005565914 0.03502177128123423 0.098847985979796091 0.14425741169966463 -0.12921987255946274 -0.15464672061945006 0.12045187146395786 -0.13695699781911705 -0.12292535684855209 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20164 2227 946 2287 243 2927 419 307 2445 3264 629 1368 1380 1304 1181 344 1346 227 2228 681 561 1279 263 420 692 internal_value=0 0.0165744 -0.0454986 -0.0553292 0.0231433 0.0289591 0.0318161 0.0283747 -0.0261976 0.0318017 0.0732152 0.0258698 0.0368048 0.0268241 0.0801006 0.00648292 0.0682402 -0.00667142 0.0256248 -0.00148432 0.0549532 0.0919261 -0.0134461 -0.000504657 0.0437165 -0.0632259 -0.0729233 0.124471 0.0452929 0.00198522 internal_weight=0 13155.3 5042.37 4641.22 12512.9 11288.1 10936.3 10402.2 614.628 9787.58 1226.28 8561.3 6407.98 5207.52 1200.47 508.257 401.145 2153.31 454.288 2070.86 362.155 1134.39 1708.71 1403.36 823.063 580.294 305.351 317.986 156.605 293.47 internal_count=86175 59397 26778 25087 55258 49470 47764 45537 3233 42304 5103 37201 27526 22609 4917 2176 1691 9675 1933 9256 1525 4610 7731 6225 3592 2633 1506 1364 683 1253 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=31 num_cat=0 split_feature=9 8 5 9 2 0 8 9 8 8 9 8 0 9 6 2 8 3 0 9 7 3 9 8 3 8 9 8 2 0 split_gain=1164.46 947.901 517.113 366.038 340.746 250.42 178.021 365.594 169.644 308.724 300.003 154.729 146.585 135.92 369.801 329.124 201.216 246.605 135.664 131.777 129.816 129.553 222.391 158.04 129 121.526 208.638 199.998 117.496 135.112 threshold=1.2924330830574038 2.3897644095000001 2.670010089874268 1.6318134069442751 1580.6350097656252 0.48819999396801 61.931032750000007 1.063004791736603 65.094124090000022 72.315607970000016 1.1644290089607241 37.490001645000007 0.21740001440048221 1.3758142590522768 50.726736068725593 5687.0505371093759 73.498535265000015 177.14215087890628 0.30001319944858557 1.0016464591026308 99.113479614257827 7.752199888229371 1.1744956374168398 75.559999525000009 0.10500000044703485 86.805891860000017 1.1493571400642397 75.139998530000014 210.43499755859378 -0.019999990239739415 decision_type=2 10 10 2 8 10 10 2 10 10 2 10 8 2 10 8 10 8 8 2 8 10 2 10 8 10 2 10 10 10 left_child=1 -1 3 13 5 6 19 -8 10 12 11 -6 -10 24 15 16 -15 -18 -5 -3 -7 22 23 -9 -2 27 -27 -11 -21 -30 right_child=2 4 -4 18 8 20 7 21 9 25 -12 -13 -14 14 -16 -17 17 -19 -20 28 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.10795129499766848 0.21984828578333118 -0.13813644356378516 -0.096222625057580294 0.11184296649862516 -0.059070749498429699 0.038007494877405297 -0.12277704990186783 -0.10945118907791961 0.0016957872398671509 -0.067800969958993984 -0.087203478211862237 0.020806924712658312 0.10203387779088113 -0.12863473447523668 -0.045123646980328835 -0.063775561423920143 0.18404535071177486 0.015507762283883586 -0.035378244036928151 0.087243329806794653 -0.057058659490200961 0.035008554054266353 0.084151146023400417 0.04136751772399222 -0.060224791962184825 0.17126940921553829 -0.13042416311630423 0.031423870511238558 -0.0023659017658315771 0.058175686740533743 leaf_weight=598.76083333790302 16.646614462137222 34.810230761766434 1301.3204440921545 257.40591602027416 325.15407274663448 208.91824989020824 162.45166653394699 234.2220803797245 212.57287730276585 298.70050445199013 561.04160645604134 954.05089797079563 462.12807735800743 35.169136926531792 1304.5604761242867 175.58100870251656 234.33143499493599 137.91383984684944 82.70345675945282 925.60349848866463 459.71298399567604 4444.4293516874313 143.6447022408247 98.782044932246208 1361.5275325328112 26.666156768798828 163.27785576879978 634.92314872145653 476.15202458202839 1632.3923649042845 leaf_count=4139 78 162 8585 1050 1437 925 747 1180 923 1432 2878 4257 1935 195 6799 884 1089 646 349 3896 2205 19515 603 462 7103 110 958 2773 2044 6816 internal_value=0 0.0149517 -0.042186 -0.0226845 0.020858 0.0314789 0.0363042 0.0248225 -0.00489115 0.0169521 -0.0262362 0.000503258 0.0704211 -0.0329666 -0.0155343 0.0506772 0.100002 0.121604 0.0760436 0.0553227 -0.0273546 0.029695 -0.0198504 -0.0647125 -0.0568419 -0.0151559 -0.0880695 -0.000321801 0.0575423 0.0445042 internal_weight=0 13058.4 4907.16 3605.84 12459.6 8821.12 8152.49 5083.53 3638.52 1798.27 1840.25 1279.2 674.701 3265.73 1887.56 582.995 407.414 372.245 340.109 3068.96 668.631 4921.08 476.649 333.004 1378.17 1123.57 189.944 933.624 3034.15 2108.54 internal_count=86175 59397 26778 18193 55258 38555 35425 22507 16703 8131 8572 5694 2858 16794 9613 2814 1930 1735 1399 12918 3130 21760 2245 1642 7181 5273 1068 4205 12756 8860 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=31 num_cat=0 split_feature=9 8 8 8 9 8 8 9 9 8 8 9 1 9 9 2 7 3 1 2 5 3 8 9 2 7 9 7 8 9 split_gain=989.47 626.016 566.029 509.749 729.767 307.812 344.594 272.295 236.507 200.753 199.415 320.722 183.898 182.396 236.909 177.986 170.924 165.843 200.854 202.091 159.15 155.746 147.443 142.456 140.961 140.447 175.473 139.018 136.846 128.538 threshold=1.2112911343574526 68.343569515000027 3.8536719175000003 86.904427585000022 1.5024287104606631 81.947250455000017 71.513231495000014 1.2610664963722231 1.3241015672683718 88.297967175000011 87.321885330000015 1.1526684761047366 181.95790100097659 1.5271995663642886 1.6201764941215517 524.88000488281261 87.72849273681642 2.920450091362 122.09254837036134 945.13940429687511 2.7694165706634526 20.755000114440922 87.321885330000015 1.0777724981307986 458.76499938964849 98.913600921630874 1.1761901974678042 102.42935180664064 72.315607970000016 1.3758142590522768 decision_type=2 10 10 10 2 10 10 2 2 10 10 2 10 2 2 8 10 10 10 10 10 10 8 2 8 8 2 8 10 2 left_child=2 8 27 5 -5 6 -3 -7 16 10 12 -12 17 -6 -15 29 -2 -4 20 23 25 -18 -16 -20 -9 -19 28 -1 -27 -8 right_child=1 3 9 4 13 7 15 24 -10 -11 11 -13 -14 14 22 -17 21 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.032394292127100544 -0.10112398854832881 0.083061193946495665 -0.022131769237545021 -0.12159048627605262 0.12348135586349472 0.12638996868464381 -0.015905090798560118 0.081199179296751425 -0.12090662655110758 0.16153629674265771 0.086932835360097632 -0.13030430967274784 0.086130891905541226 -0.072248351930685364 0.15322081758687386 -0.041728283866452262 0.041586557648992085 0.056098257791403483 0.091888959025431372 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internal_value=0 -0.0265263 0.0208547 -0.0098499 -0.0562424 0.00863089 -0.00929574 0.0490157 -0.0729887 0.026186 0.0245821 -0.0554672 0.0273079 0.00969158 -0.00932111 -0.0219666 -0.0498596 0.0237707 0.0281043 -0.00462281 0.0361607 -0.0266937 0.0427956 0.0359571 0.0220923 0.0385332 0.0251704 -0.0886234 0.0149196 0.0128162 internal_weight=0 8079.45 9697.98 5945.49 1693.72 4251.77 2944.65 1307.12 2133.96 9247.65 9139.35 300.955 8838.39 843.081 722.381 2589.4 1439.26 8337.07 7617.87 1504.83 6113.04 991.301 395.131 675.963 969.699 5983.66 3398.35 450.333 2823.71 938.151 internal_count=86175 43053 43122 30233 10040 20193 14334 5859 12820 39957 39514 1560 37954 4150 3622 12892 7928 35838 32383 6581 25802 5157 1731 2782 4484 25145 14285 3165 11881 4418 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=31 num_cat=0 split_feature=8 9 9 9 8 9 8 2 0 2 8 9 0 0 5 9 2 3 2 4 8 3 8 9 3 9 9 8 1 9 split_gain=831.716 712.552 443.787 677.516 389.608 327.526 304.848 289.832 271.912 259.103 193.738 244.6 190.023 181.46 258.565 171.483 147.229 143.371 145.098 140.368 128.837 125.198 122.038 229.868 164.605 145.897 162.783 376.316 202.293 166.228 threshold=87.238997570000009 1.3009637594223025 1.1392991542816164 1.5024287104606631 72.315607970000016 1.6201764941215517 60.968498590000003 0.7215000092983247 1.7934499979019167 1334.394958496094 65.094124090000022 1.1477001309394839 0.24000012129545215 0.4780499935150147 1.0000000180025095e-35 1.5271995663642886 272.85049438476568 2.2710633277893071 252.63650512695315 0.039905000478029258 43.356953145000013 22.061336517333988 83.123132410000011 1.0895128250122073 22.061336517333988 1.1293502449989321 1.0711222887039187 56.489202475000006 124.70980072021486 1.0580517053604128 decision_type=8 2 2 2 10 2 10 10 8 10 10 2 10 8 10 2 8 10 10 10 10 10 10 2 10 2 2 10 10 2 left_child=1 7 8 -4 6 16 -3 -1 -2 13 11 20 -12 14 -9 -5 -6 -15 -19 -17 -11 -18 24 -24 -16 26 27 29 -28 -26 right_child=2 4 3 15 5 -7 -8 9 -10 10 12 -13 -14 17 22 19 21 18 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31 leaf_value=-0.12424993544768832 0.11667494968894299 0.099387654352558738 -0.1200198670308089 0.1086756281023479 0.03201603650435874 0.15141630457531699 -0.11070434862303531 0.12831901096270404 -0.092865993072049541 -0.039095008584431927 0.0065159406485594375 -0.071367815004780968 0.085450451321049392 -0.046315894504936533 0.072666640993086937 -0.06356862579677458 -0.097556600387525311 0.048264251349490452 0.0028023729371700677 0.032093283634170404 0.024974681729096358 -0.023157025933094936 -0.14129156753084679 0.11197618301489094 0.061039975586347689 -0.0036320106436532676 0.10432059707518092 -0.11149527362011831 -0.011486819532563244 -0.066394944062006481 leaf_weight=140.11148974299431 213.72833514213562 75.765116050839424 1228.1310997977853 123.27566249668598 412.87005409598351 114.88963434100151 781.11402550339699 333.08152502775192 87.192815154790878 486.16732314229012 1510.6792131140828 672.17692367732525 382.1252343505621 364.28001487255096 777.42222011089325 340.44477331638336 265.85144801437855 1135.2187075614929 1839.8690672516823 279.16696532070637 885.55226761102676 1515.7361272573471 39.559993609786034 380.67191000282764 717.18255734443665 1346.7012628614902 579.47229664027691 194.73184947669506 203.91632568836212 119.40078376233578 leaf_count=939 884 397 9069 528 2005 490 5689 1385 708 2311 6772 3576 1599 1828 3242 1989 1499 4877 8092 1213 3865 7922 186 1626 2900 6026 2336 909 831 482 internal_value=0 0.00769654 -0.057152 -0.0744211 -0.0345406 -0.0131729 -0.092128 0.0187412 0.0559598 0.0204152 -0.000600975 -0.0219493 0.0224515 0.0307164 0.043397 0.000962243 -0.0217899 0.012899 0.0201495 -0.020468 0.00226699 -0.0342591 0.036908 0.0881339 0.0314427 0.0213053 0.0398115 0.0137082 0.0741759 0.0428519 internal_weight=0 15274.5 2271.94 1971.02 3166.23 2309.35 856.879 12108.3 300.921 11968.2 3936.7 2043.9 1892.8 8031.51 4692.14 742.887 2194.46 3339.37 2975.09 619.612 1371.72 1781.59 4359.06 420.232 3938.83 3161.41 1814.7 1031.32 783.389 836.583 internal_count=86175 71784 14391 12799 18002 11916 6086 53782 1592 52843 18123 9752 8371 34720 19923 3730 11426 14797 12969 3202 6176 9421 18538 1812 16726 13484 7458 4291 3167 3382 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=31 num_cat=0 split_feature=8 9 9 9 8 8 2 0 2 9 8 9 0 1 7 6 2 9 9 3 9 8 9 9 9 8 7 2 0 7 split_gain=711.985 588.377 381.839 626.17 353.12 277.926 250.386 226.392 211.593 202.655 176.102 218.15 172.58 153.893 180.659 149.005 140.176 204.626 508.516 152.416 146.2 142.166 138.369 138.531 130.624 116.223 100.104 95.4238 97.3214 91.7542 threshold=87.238997570000009 1.3009637594223025 1.1392991542816164 1.5024287104606631 71.513231495000014 60.968498590000003 0.7215000092983247 1.7934499979019167 1188.1757812500002 1.6201764941215517 65.094124090000022 1.1477001309394839 0.12254672870039941 166.61599731445315 98.913600921630874 54.904756546020515 2814.2507324218755 1.4649919867515566 1.3796529173851015 54.441499710083015 1.4413009285926821 81.947250455000017 1.5335874557495119 1.6483626961708071 1.087821424007416 37.490001645000007 89.889560699462905 370.52030944824224 0.4780499935150147 97.049575805664077 decision_type=8 2 2 2 10 10 10 8 10 2 10 2 10 10 8 8 8 2 2 8 2 10 2 2 2 10 10 10 10 8 left_child=1 6 7 -4 5 29 -1 -2 13 16 11 25 -12 14 -8 -16 17 18 21 -20 -21 -6 -5 -24 -14 -10 -25 28 -17 -3 right_child=2 4 3 22 9 -7 8 -9 10 -11 12 -13 24 -15 15 27 -18 -19 19 20 -22 -23 23 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.12126776186600685 0.10652253216550966 0.0025631003735587564 -0.11778248118393714 0.087095872913977745 -0.081212435721418785 -0.1127445024121032 0.046327814303149195 -0.08969883873446366 -0.04101948286071859 0.10763169423746276 -0.002524466824283205 -0.066156887583886756 -0.12617460135899547 0.081824390126084778 -0.039974008935081413 0.036756931161295379 -0.061664742094560458 -0.058701786649537041 0.18425359750935438 0.01559171236522067 0.17979932363742226 0.0093126370132232354 -0.070361924383598937 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100.456 96.9128 158.624 threshold=87.238997570000009 1.3009637594223025 1.1392991542816164 1.5024287104606631 71.67887041500002 60.968498590000003 2.7781499624252324 1.7934499979019167 2.3904000520706181 1.6201764941215517 1334.394958496094 8.2114148139953631 0.30244840681552893 77.190249095000013 0.60015001893043529 0.019995000213384632 123.49499893188478 12.562700271606447 86.805891860000017 482.65499877929693 0.068003501743078246 1.0777724981307986 1.5271995663642886 0.029995999298989776 104.69990539550783 77.631868635000018 73.722831840000012 2.6798100471496586 1.3758142590522768 1.4775379896163943 decision_type=8 2 2 2 10 10 10 8 8 2 8 10 8 10 8 10 10 10 10 8 8 2 2 10 8 10 10 10 2 2 left_child=1 6 7 -4 5 -3 8 -2 -1 18 14 -12 13 -13 15 -10 -16 -18 19 -6 21 -14 -5 -24 25 26 -17 -15 -21 -30 right_child=2 4 3 22 9 -7 -8 -9 10 -11 11 12 20 27 16 24 17 -19 -20 28 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.057363061446013754 0.097686485855105851 0.075014917167940912 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853.87271298468113 306.43223664164543 224.00627192854881 371.71559293568134 928.62824255228043 421.20007431507111 234.83681672811508 116.82874292135239 596.69332474470139 269.0133423358202 leaf_count=1785 884 397 9069 528 2994 5383 1397 708 1525 578 1254 9042 244 1205 2765 11702 2953 7606 746 3236 3743 1295 1483 1719 3985 1781 996 504 3113 1555 internal_value=0 0.00623826 -0.052009 -0.0681122 -0.0298135 -0.0888147 0.0152281 0.0480802 0.0170646 -0.0118307 0.019159 0.00206892 0.00698803 -0.00828735 0.0274344 0.0374229 0.01187 0.00122887 -0.0184706 -0.013195 0.0357505 0.0829362 0.000676591 -0.0175728 0.0312485 0.0393465 0.0324704 0.0420706 -0.0312197 -0.00999534 internal_weight=0 15045.9 2044.81 1761.42 3003.02 701.48 12042.9 283.391 11825.5 2301.54 11501.8 3752.43 3505.92 2289.83 7749.37 4720.18 3029.19 2399.54 2173.15 2068.28 1216.1 362.224 721.414 595.722 4367.35 3438.72 3017.52 402.418 1448.64 865.707 internal_count=86175 71784 14391 12799 18002 5780 53782 1592 52385 12222 50600 17287 16033 10751 33313 19989 13324 10559 11644 10898 5282 1539 3730 3202 18464 14479 12698 1709 7904 4668 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=31 num_cat=0 split_feature=8 9 8 9 9 8 2 9 0 8 9 8 3 9 9 9 1 8 9 9 4 5 6 8 2 9 9 3 9 8 split_gain=523.412 403.517 288.299 283.88 536.724 222.465 200.157 160.096 158.88 143.562 267.384 258.639 195.399 409.195 223.484 438.195 157.454 151.805 332.579 173.856 149.201 145.983 142.179 133.253 118.982 154.428 381.381 154.831 140.876 133.249 threshold=87.238997570000009 1.3009637594223025 71.893560340000008 1.1392991542816164 1.5024287104606631 61.319998600000012 0.7215000092983247 1.6201764941215517 -0.037466512992978089 79.618289135000012 1.087821424007416 73.722831840000012 126.61664962768556 1.1744956374168398 1.214552164077759 1.2459819912910464 184.69504547119143 68.343569515000027 1.1644290089607241 1.0777724981307986 0.039905000478029258 2.670010089874268 55.804910659790046 76.526457160000021 5687.0505371093759 1.4711266160011294 1.3796529173851015 63.32500076293946 1.4413009285926821 81.947250455000017 decision_type=8 2 10 2 2 10 10 2 10 10 2 8 8 2 2 2 10 10 2 2 10 10 10 10 8 2 2 8 2 10 left_child=1 6 5 8 -5 -3 -1 24 -2 11 -11 16 13 22 -15 -16 17 18 -8 -19 -12 -21 -13 -17 25 26 29 -28 -29 -4 right_child=3 2 7 4 -6 -7 9 -9 -10 10 20 12 -14 14 15 23 -18 19 -20 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.11771103569857932 -0.084468379544247907 0.047969325880306758 -0.07755097702031187 -0.11411537050967194 0.00056263763494905725 -0.11065025204366269 0.019240078439101724 0.1025973495543579 0.089554737468014525 -0.14423892568506255 0.025580881237816922 -0.10099360163427928 -0.064407754916353907 0.15209419613327399 -0.11847209128328021 0.18338658656790663 0.071846472546647541 -0.11299007001069972 -0.035297442716813475 0.029996338338943093 0.085892000618523603 0.099380422689026526 0.057691856947251409 -0.095237327530953653 -0.072608996589232797 -0.055174346380853001 0.14313841878443073 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1.5024287104606631 1.1426048278808596 71.893560340000008 61.319998600000012 0.7215000092983247 -0.012469999957829712 189.51499938964847 624.97500610351574 20.062123298645023 8.2114148139953631 110.3452491760254 0.029995999298989776 88.204822540283217 76.169631000000024 0.31935000419616705 80.410102844238295 67.847581670000025 1.3024500012397768 49.585035525000009 1.0465513467788699 56.807741540000009 1.0232319235801699 1.0049744844436648 27.513094805000005 51.881221771240241 1.2987144589424136 2.6900134086608891 5922.9660644531259 decision_type=8 2 2 2 10 10 10 10 8 10 10 10 8 10 10 10 8 10 10 10 10 2 10 2 2 10 10 2 8 10 left_child=1 6 3 7 5 26 -1 -2 -6 19 -10 -11 14 -14 15 16 -13 -17 -16 20 24 22 23 -22 -8 -26 -3 -15 -4 -12 right_child=2 4 28 -5 8 -7 9 -9 10 11 29 12 13 27 18 17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.11549693066633325 -0.080199497726990102 -0.095567112262471401 0.021591803968421957 -0.11341606111053917 0.059638030624340747 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1839 1253 4831 4361 552 8469 4150 8556 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=31 num_cat=0 split_feature=8 9 9 9 8 8 2 9 9 9 9 9 2 0 3 8 9 8 2 5 8 1 8 9 8 8 1 5 9 3 split_gain=384.544 275.468 238.771 434.438 234.611 186.537 152.449 124.482 126.181 262.698 240.3 173.78 124.15 112.35 111.401 110 191.258 186.266 126.749 121.956 119.573 102.401 96.8881 91.0556 110.814 90.7486 90.2447 93.2388 220.513 376.755 threshold=87.238997570000009 1.3009637594223025 1.5024287104606631 1.1392991542816164 71.513231495000014 61.319998600000012 0.7215000092983247 1.3758142590522768 1.4649919867515566 1.4413009285926821 1.406809985637665 1.6201764941215517 5104.4030761718759 1.7934499979019167 306.47000122070318 82.251262175000008 1.1744956374168398 73.722831840000012 277.35739135742193 2.4002467393875127 86.805891860000017 181.95790100097659 82.483280285000021 1.5335874557495119 88.353219990000014 44.85843363 120.49074935913087 2.68000340461731 1.1744956374168398 77.274997711181655 decision_type=8 2 2 2 10 10 10 2 2 2 2 2 10 8 10 10 2 10 10 8 10 10 10 2 10 10 10 8 2 8 left_child=1 6 3 13 5 -3 -1 22 9 10 14 -10 15 -2 -9 17 18 19 -17 -8 -18 -21 -6 -4 -25 -23 27 -19 -29 -30 right_child=2 4 23 -5 7 -7 12 8 11 -11 -12 -13 -14 -15 -16 16 20 26 -20 21 -22 25 -24 24 -26 -27 -28 28 29 -31 leaf_value=-0.11351342202795989 0.076125309893121884 0.037748344094453684 0.06929223538222655 -0.11126943658703757 -0.076089427350061578 -0.10853014922734042 -0.049429536012653763 0.10309315972256031 -0.048644993137694069 0.14469368045245207 -0.067879710254407796 0.08225260476486769 -0.014112795849034802 -0.077772054733223531 -0.019732590478099939 0.064242717127460658 0.083365420318707195 0.036196262144761127 -0.036707853376157111 0.018632393148417227 -0.13580406324543959 -0.059866530898075282 -0.0068095423801599209 0.0021938344616220132 -0.11428083211611231 0.085402204438149901 -0.077059097466351728 -0.090360241472888445 0.073567820456606162 -0.063881582238574111 leaf_weight=97.223034292459488 193.31691291928291 107.4276131093502 149.79997545480728 799.91305772960186 390.88781717419624 462.47373671084642 249.41228027641773 216.62717356532812 525.54476992785931 173.4933357834816 256.83004815876484 125.67689038813114 1554.2677595764399 62.86119332909584 112.03306978195906 190.59148312360048 731.40134827792645 354.51886241137981 357.97310968488455 6548.9375738352537 25.769732378423214 48.468557327985764 417.43452702462673 459.81544381380081 99.327871233224869 381.32524351775646 220.92642623186111 337.14689663052559 406.2571596801281 391.69668364524841 leaf_count=939 884 552 654 9069 2516 5214 1354 1031 3226 778 1400 592 7643 708 587 815 3100 1497 1540 28238 164 205 2106 2398 678 1743 993 1820 1775 1956 internal_value=0 0.00456372 -0.0448382 -0.0749731 -0.0237259 -0.0809563 0.0111949 -0.00902442 0.00890937 0.0366173 0.00459193 -0.0233835 0.0122225 0.0383618 0.0612246 0.016218 0.0433301 0.0122576 -0.00163392 0.01928 0.0759062 0.0217356 -0.0403118 5.28425e-05 -0.0184971 0.06902 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77.190249095000013 1.2610664963722231 0.21012333035469058 72.669456165000014 70.163276672363295 9.1297502517700213 1.1293502449989321 65.504867765000014 30.295001029968265 71.361888165000025 0.085270501673221602 1.1761901974678042 2.6600034236907963 87.291245100000012 75.139998530000014 49.585035525000009 1.067902743816376 2.6937448978424077 1.0083022713661196 97.888069152832045 76.303434405000004 51.824907302856452 1.4366575479507449 decision_type=2 10 10 10 2 2 10 10 2 8 10 8 10 2 10 10 10 10 2 8 10 10 10 2 10 2 10 10 10 2 left_child=2 5 9 6 -5 11 7 10 -8 -1 -3 28 -4 22 15 -15 17 -16 19 -18 21 -20 25 24 26 -14 -24 -12 -2 -29 right_child=1 3 12 4 -6 -7 8 -9 -10 -11 27 -13 13 14 16 -17 18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.012659130912521683 -0.065637287662307184 0.042314859827625576 -0.0086450975800145251 -0.11035581879892049 0.0042917824909416659 -0.10906815092828943 0.093878515197346246 -0.087834793713399528 0.012333438794743148 -0.099903120097306453 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num_cat=0 split_feature=8 9 8 9 9 9 8 8 5 2 2 7 1 9 4 8 8 9 3 1 8 6 9 8 9 9 5 8 9 9 split_gain=287.255 193.79 187.386 171.049 166.097 345.432 154.826 128.033 124.576 112.375 105.366 100.297 95.3943 95.2275 195.885 93.4259 87.5099 87.0743 85.6713 84.8699 84.4629 81.1508 78.0604 86.3344 165.143 177.264 105.358 93.982 88.7921 84.6634 threshold=87.350006025000013 1.3009637594223025 72.315607970000016 1.6201764941215517 1.1392991542816164 1.5024287104606631 61.319998600000012 86.805891860000017 2.7863349914550786 2027.1029052734377 1188.1757812500002 89.950969696044936 107.31589508056642 1.3680611252784731 0.19007666409015658 83.282422660000023 88.172383900000014 1.5335874557495119 8.2114148139953631 166.61599731445315 88.435926750000007 55.397573471069343 1.003304183483124 49.585035525000009 1.0465513467788699 1.018160939216614 2.6510967016220097 56.807741540000009 1.0580517053604128 1.0066126585006716 decision_type=8 2 10 2 2 2 10 10 10 8 8 8 8 2 8 10 10 2 10 10 10 10 2 10 2 2 8 10 2 2 left_child=1 8 6 7 16 -6 21 9 10 13 11 -1 18 15 -15 -4 -2 -7 -12 22 -19 -3 -13 26 25 29 28 -27 -24 -25 right_child=4 2 3 -5 5 17 -8 -9 -10 -11 12 19 -14 14 -16 -17 -18 20 -20 -21 -22 -23 23 24 -26 27 -28 -29 -30 -31 leaf_value=0.075191615257338751 -0.022077174874356856 -0.02647063019234825 -0.067632820238307176 0.091813632670616693 -0.10928564100971989 0.061611675475871541 -0.098513729655668819 -0.11599044160634531 -0.079959527160202007 -0.042542077935301105 -0.059429144913795286 -0.085981129368255318 -0.020697468109659611 -0.0061541868830938158 0.099066018832859246 0.019204369260788008 0.10039731454015158 -0.0062154952292651543 0.015524794431365327 0.057002176550237475 -0.11557972542164965 0.15762493195245908 0.030756280119009223 -0.13142464838020909 0.013197911328625429 -0.038883671091890178 0.067841997532433432 -0.14163700500208298 -0.051712762025010441 0.17182911285802865 leaf_weight=288.48373404890299 125.22635312378407 71.352267205715179 257.79561134427786 161.58246619999409 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2766.24 2215.39 1502.36 1267.91 550.85 2053.81 11771.8 1935.41 11617.1 7546.76 4070.38 1279.96 783.631 496.33 234.452 639.384 2373.05 7258.28 488.847 107.391 6805.74 6725.85 5429.38 457.065 1296.47 398.414 706.796 58.651 internal_count=86175 72754 18687 12601 13421 11856 6086 11867 54067 10680 52823 33426 19397 6775 3998 2777 1565 3446 11106 32171 2792 552 30067 29653 24267 1961 5386 1719 2943 242 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=31 num_cat=0 split_feature=8 9 8 9 9 8 9 2 8 9 2 2 3 5 0 4 8 9 8 3 8 9 5 1 7 8 3 4 0 4 split_gain=246.026 162.319 166.925 159.415 314.806 150.619 120.972 114.257 109.616 107.531 98.397 98.0279 110.129 107.161 153.175 107.387 88.4862 120.906 179.66 104.361 108.441 143.486 150.676 142.471 108 96.983 95.0093 88.2471 85.077 82.0138 threshold=87.321885330000015 1.3009637594223025 71.893560340000008 1.5085163712501528 1.1392991542816164 61.319998600000012 1.6201764941215517 0.7215000092983247 86.805891860000017 1.5271995663642886 763.82550048828136 397.03614807128912 8.2114148139953631 2.5400049686431889 0.32365000247955328 0.098001997917890563 37.490001645000007 1.1276808977127077 65.243336400000018 32.200216293334968 52.371645130000012 1.0727607607841494 2.6852366924285893 124.70980072021486 89.276966094970717 80.871604945000016 318.92500305175787 0.099062498658895506 0.3500001877546311 0.052005000412464149 decision_type=8 2 10 2 2 10 2 10 10 2 8 10 10 8 10 10 10 2 10 10 10 2 10 10 10 10 10 8 8 10 left_child=1 7 5 4 28 -3 8 -1 10 -5 -4 -9 -13 -14 16 -16 -15 19 29 -18 -21 22 26 25 -25 27 -22 -23 -2 -19 right_child=3 2 6 9 -6 -7 -8 11 -10 -11 -12 12 13 14 15 -17 17 18 -20 20 21 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.11024679417134682 0.079776838955217158 0.031895204642348442 0.018489798214948738 0.09524592117858538 -0.10540964573197081 -0.10292013900349339 0.0843196934890348 0.021255314247281578 -0.1145434216193386 -0.01911226816780575 -0.027100655796100423 -0.04236460721802781 -0.0469258428626948 -0.039549225439809654 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6732 2640 1952 2062 2720 773 1002 1860 10815 1781 653 1037 637 649 853 362 591 1362 870 2496 internal_value=0 0.00330198 -0.019004 -0.0394689 -0.0679463 -0.0726587 -0.00730593 0.00835811 -0.0133527 -0.00173435 -0.00806407 0.00917917 0.00221268 0.005556 0.0085265 0.0493704 0.00276188 0.00643022 -0.00583495 0.0252204 0.0333525 0.0201064 -0.0291511 0.0407247 -0.0132049 0.0672506 0.0108387 0.0815262 0.0314439 -0.0465762 internal_weight=0 14392.4 2659.5 1483.51 845.46 476.047 2183.46 11732.8 2048.28 638.048 1946.55 11652.2 7389.39 6873.85 6505.63 804.627 5701 5246.16 3174.21 2071.95 1831.48 1412.81 416.879 995.931 328.356 667.575 289.008 585.449 231.443 807.153 internal_count=86175 72430 18460 13745 10283 5826 12634 53970 11992 3462 10898 53031 34245 31605 29653 3493 26160 24098 15171 8927 7925 6144 1881 4263 1502 2761 1244 2399 1573 4356 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=31 num_cat=0 split_feature=8 2 8 9 9 9 9 9 0 9 9 8 8 9 9 8 3 8 9 8 9 9 9 3 9 5 4 9 0 0 split_gain=209.122 149.514 133.887 132.963 247.263 119.888 147.05 146.433 125.437 78.1827 133.42 148.297 164.13 155.2 169.052 126.392 173.129 139.92 117.752 116.733 111.279 174.98 133.38 103.095 102.933 98.8827 97.0041 86.7482 153.525 79.4065 threshold=87.350006025000013 6171.0654296875009 87.489998390000011 1.1560110449790957 1.5024287104606631 1.4649919867515566 1.4413009285926821 1.6318134069442751 0.13527975976467135 1.2161991596221926 1.1761901974678042 71.67887041500002 75.559999525000009 1.0861997008323672 1.1477001309394839 81.947250455000017 58.725000381469734 85.728648085000017 1.2627818584442141 57.044835510000006 1.3796529173851015 1.3241015672683718 1.406809985637665 37.044269561767585 1.1912651062011721 2.6683049201965336 0.089999500662088408 1.2309741973876955 0.062083277851343162 0.46015000343322759 decision_type=8 8 10 2 2 2 2 2 10 2 2 10 10 2 2 10 8 10 2 10 2 2 2 10 2 8 10 2 10 10 left_child=1 5 -2 -4 -5 6 9 -7 -8 10 11 26 23 -14 -15 16 20 18 -17 -12 21 -11 -22 -13 -21 -18 -1 28 -27 -28 right_child=2 -3 3 4 -6 7 8 -9 -10 15 19 12 13 14 -16 17 25 -19 -20 24 22 -23 -24 -25 -26 27 29 -29 -30 -31 leaf_value=0.025285104835693451 -0.090345880157078853 -0.024749192714977063 0.06270578905742101 -0.10783680636999744 0.0047805519931066968 -0.051699448825547584 0.14172161641960559 0.080452297887081081 -0.06721240554530071 0.014023631536767549 -0.11364959248461244 -0.10300204599327122 -0.11837379458598621 0.054633196708952038 -0.050285717091744044 0.087444107159937209 -0.015145940397187583 -0.12855562271269547 0.012254393751970648 0.085206123768795647 0.15381662946259397 -0.10043521727506154 -0.057073974956317212 -0.023141463018157109 0.025950398125686048 -0.079554273985225063 0.006005746252090995 -0.088964568435251967 0.14169984246348963 -0.050972679367685715 leaf_weight=3451.0576595142484 359.72522025182843 1721.0674391500652 165.32279759645462 302.70829693973064 547.73136113584042 606.57997878268361 141.63193680346012 97.297530204057693 36.048478130251169 1030.7536668181419 46.006248846650124 283.14463187754154 85.254616059362888 527.20994582772255 216.6934502273798 280.42770993709564 675.7469819560647 57.425104610621929 809.58602246642113 474.06415652483702 102.4062585234642 153.44810761511326 42.409697696566582 376.71920955181122 768.17927342653275 85.966146230697632 1418.7498948276043 506.37732796743512 49.373547837138176 295.53786150738597 leaf_count=14998 4823 10043 827 4688 3083 5006 638 478 406 4897 246 1576 495 2208 942 1305 3788 611 3725 2032 475 1353 310 1673 3362 470 5973 3808 223 1713 internal_value=0 0.00289963 -0.0379194 -0.0193529 -0.0353048 0.00667084 0.00904007 -0.033432 0.0993323 0.00767313 0.013314 0.00761139 -0.0201929 0.00942482 0.0240711 -0.00413614 -0.0161545 0.0235833 0.0315984 0.0427705 0.0093111 -0.000807873 0.0920568 -0.0574093 0.0485635 -0.0418434 0.0156266 -0.0699567 0.00116189 -0.00381716 internal_weight=0 14339.2 1375.49 1015.76 850.44 12618.1 11914.2 703.878 177.68 11736.5 7942.62 6654.37 1489.02 829.158 743.903 3793.92 2646.48 1147.44 1090.01 1288.25 1329.02 1184.2 144.816 659.864 1242.24 1317.46 5165.35 641.717 135.34 1714.29 internal_count=86175 72754 13421 8598 7771 62711 57227 5484 1044 56183 35218 29578 6894 3645 3150 20965 15324 5641 5030 5640 7035 6250 785 3249 5394 8289 22684 4501 693 7686 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=31 num_cat=0 split_feature=8 2 0 9 9 5 5 9 5 7 2 3 6 9 6 6 8 3 9 9 3 1 1 3 7 1 0 3 9 8 split_gain=181.418 174.856 116.469 111.909 145.802 162.367 72.3858 72.0305 71.0299 73.5333 81.8633 95.3166 98.3251 70.6716 176.382 80.1851 140.033 79.2091 66.3266 64.3254 158.605 61.6413 80.0798 55.5083 55.0631 52.8862 50.2874 48.5283 82.4768 165.059 threshold=1.0000000180025095e-35 5922.9660644531259 0.59004998207092296 1.6318134069442751 1.2924330830574038 2.670010089874268 2.6834199428558354 1.203055262565613 2.7986816167831425 89.396530151367202 112.51330184936525 7.752199888229371 54.822433471679695 1.3680611252784731 50.885869979858406 48.495475769042976 83.282422660000023 354.66000366210943 1.0016464591026308 1.099329471588135 43.264999389648445 110.93805313110353 63.15588569641114 15.033600330352785 88.037700653076186 94.196922302246108 0.2443000674247742 137.19499969482425 1.1259250044822695 79.618289135000012 decision_type=10 8 10 2 2 10 8 2 10 8 10 10 10 2 10 10 10 8 2 2 10 8 10 10 10 10 10 10 2 10 left_child=19 2 3 4 8 13 -4 21 9 -2 18 12 -12 15 17 16 -6 -15 -11 20 -1 22 -3 -17 -9 -7 -20 -13 -29 -30 right_child=1 7 6 -5 5 25 -8 24 -10 10 11 27 -14 14 -16 23 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.10774792878665583 0.048515510887467458 -0.092680452740745697 -0.053526476525294998 0.077232875215187749 -0.10542290633574739 -0.0054380051408213781 0.047625092049933287 -0.067419107006620821 -0.07501680992836908 -0.12328721451109265 -0.046236975024199795 0.018282509087650424 0.044620771401691725 0.084856194027074894 -0.016417852679966215 0.10718270428180598 0.0050765481773918453 -0.015367919387889879 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6517 4313 internal_value=0 0.000565406 0.00476886 0.00676674 0.00551709 -0.0157381 -0.0391046 -0.0265379 0.0110104 0.0118425 0.00980224 0.00628114 -0.0279327 -0.00423182 0.0105522 -0.02677 -0.0547279 0.0616132 0.0347757 -0.0964179 0.243732 -0.00628916 0.0179573 0.00736748 -0.0438002 -0.0707638 0.0384233 0.00969556 0.00207796 -0.011487 internal_weight=0 15348 13287.3 12708.6 12487.1 2564.47 578.715 2060.72 9922.65 9827.59 9309.65 8159.25 740.378 2120.96 1280.81 840.152 461.882 442.689 1150.4 195.334 5.40571 948.328 497.955 378.271 1112.4 443.51 1124.45 7418.87 3931.33 2094.37 internal_count=86175 82738 69819 66241 65225 18779 3578 12919 46446 45507 43111 37918 3602 12747 7467 5280 2729 2076 5193 3437 81 4792 2475 2551 8127 6032 5045 34316 18866 10830 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=31 num_cat=0 split_feature=8 2 0 9 8 9 9 9 9 1 9 8 8 9 9 9 5 4 9 8 9 1 8 9 8 9 9 3 8 9 split_gain=162.97 149.987 100.406 98.5259 115.254 195.874 118.154 106.389 92.3093 89.8716 114 78.9767 207.346 141.305 118.205 183.033 91.9374 86.72 124.59 88.9927 180.507 159.642 84.1277 83.0043 76.6589 62.8305 140.833 105.097 126.359 69.1663 threshold=1.0000000180025095e-35 2742.005004882813 0.48819999396801 1.6318134069442751 86.805891860000017 1.1477001309394839 1.5024287104606631 1.5838068723678591 1.204683840274811 104.71112442016603 1.0465513467788699 62.490172530000002 65.094124090000022 1.087821424007416 1.1293502449989321 1.087821424007416 2.6694049835205083 0.093102000653743758 1.2610664963722231 71.893560340000008 1.2309741973876955 110.6290969848633 69.293986920000023 1.2292694449424746 30.368199260000001 1.1661193370819094 1.1912651062011721 24.500749588012699 77.190249095000013 1.3642726540565493 decision_type=10 8 10 2 10 2 2 2 2 8 2 10 10 2 2 2 10 8 2 10 2 10 10 2 10 2 2 10 10 2 left_child=-1 2 3 4 11 -6 -7 -8 9 10 -3 24 14 16 15 -13 -14 18 19 20 -15 -21 -20 -23 -2 27 -27 28 -19 -28 right_child=1 8 -4 -5 5 6 7 -9 -10 -11 -12 12 13 17 -16 -17 -18 25 22 21 -22 23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=-0.095212088823880353 -0.015797101345644975 -0.06329529296855381 -0.027643760526146133 0.080174016271822787 0.063446750243018768 -0.10940087192576341 0.057439838345775353 -0.089742429212644192 -0.033624602283729141 -0.024692439605012256 0.037329609672756961 -0.072957334176398464 -0.01426443507347968 0.12222991654447922 -0.085702997819082763 0.10896252399280644 -0.12099779031658707 -0.10338090546128716 -0.090971240462915604 0.06538544669317857 -0.053164239191897458 -0.06805479994651667 0.012016324392285534 0.099429778946956676 0.027631342564680486 0.063588921490423736 -0.0068623587397579821 0.0080845740812847816 0.010566062364800941 0.03171334938721216 leaf_weight=180.05447725579143 469.03616458550096 133.32941560074687 831.12065443769097 188.01987217366695 153.77877461910248 271.84381565079093 110.49702932685614 88.404647201299667 1786.7517386302352 815.95061248540878 723.73906055092812 128.42547938227654 224.1526929885149 324.06395857036114 386.71597834303975 97.136955708265305 126.10653632134199 235.89567594230175 93.237251833081245 429.31176646053791 71.649672225117683 178.68254233896732 531.28640964627266 35.463239967823029 3046.4100822731853 454.04876215755939 1826.4811094924808 683.60156832635403 165.66553463041782 623.45744033157825 leaf_count=3437 1969 827 5403 872 805 4389 597 562 12700 4093 3220 561 1027 1393 3179 424 794 1307 1353 1932 367 813 2863 148 13418 1948 9071 2835 704 3164 internal_value=0 0.000485979 0.00586457 0.00840944 0.00715489 -0.0345381 -0.0665469 -0.00797739 -0.0178188 -0.000938447 0.0216759 0.0097251 0.00328874 0.00894276 -0.0521462 0.00538524 -0.0526925 0.0127618 0.0319409 0.0531556 0.0904723 0.0302066 -0.00335904 -0.0403188 0.0218371 0.00476301 0.0124348 -0.0157673 -0.0563717 0.00295434 internal_weight=0 15234.3 11774.5 10943.4 10755.4 624.524 470.745 198.902 3459.77 1673.02 857.068 10130.8 6615.38 6003.1 612.278 225.562 350.259 5652.84 1663.69 1039.17 395.714 643.458 624.524 214.146 3515.45 3989.15 2903.99 1085.16 401.561 2449.94 internal_count=86175 82738 61898 56495 55623 6353 5548 1159 20840 8140 4047 49270 33883 29719 4164 985 1821 27898 8869 4653 1760 2893 4216 961 15387 19029 14183 4846 2011 12235 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=31 num_cat=0 split_feature=8 2 9 0 8 9 8 9 7 9 9 8 9 9 9 9 9 9 8 3 8 8 0 8 9 1 8 3 9 9 split_gain=144.89 125.647 86.6929 85.6745 88.3486 160.832 110.537 148.751 98.5634 82.3739 77.9631 87.6724 156.423 83.1144 80.7756 77.3426 74.1412 140.068 118.739 89.0595 86.0182 70.36 69.1253 68.7603 68.4617 63.3747 115.624 61.9532 66.9145 160.336 threshold=1.0000000180025095e-35 1365.7219848632815 1.2112911343574526 0.48819999396801 62.490172530000002 1.0580517053604128 65.094124090000022 1.1293502449989321 91.294353485107436 1.087821424007416 1.6318134069442751 86.805891860000017 1.1477001309394839 1.5024287104606631 1.5838068723678591 1.0760917663574221 1.1661193370819094 1.1946979165077212 82.483280285000021 25.23499965667725 75.559999525000009 65.80944297500001 1.0000000180025095e-35 37.490001645000007 1.2610664963722231 126.77050018310548 47.108760685000007 57.305452346801765 1.3796529173851015 1.2987144589424136 decision_type=10 8 2 10 10 2 10 2 8 2 2 10 2 2 2 2 2 2 10 10 10 10 10 10 2 10 10 8 2 2 left_child=-1 3 23 4 8 -6 7 9 -2 15 11 16 -13 -14 -15 -7 19 -18 27 20 22 -21 -8 -3 -20 -10 -27 28 29 -19 right_child=1 2 -4 -5 5 6 10 -9 25 -11 -12 12 13 14 -16 -17 17 18 24 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.093668604228158814 0.087357058359247675 -0.038338762812512785 -0.025291135001536614 -0.025886003360316674 -0.12595843187199451 0.077113778275721079 -0.099602795749933276 -0.081374781023086068 0.010527151286253318 0.10769973870892442 0.076895671260971007 0.05724013922337956 -0.10879991463815673 0.059608608264551527 -0.090599748912214478 -0.12901434318812219 0.062432173095050052 0.026429135232930997 0.095779108251036305 0.10383763329036705 0.0073336133019451053 0.0016080764210172748 0.044069403892547362 0.0069784564239414107 0.025620266432011818 -0.038538716423501686 0.06887755326356941 -0.01707152781061605 0.072752434271709965 -0.095395810533106501 leaf_weight=165.46961180865765 225.58229428529739 391.55941072106361 2551.2485242858529 729.86254640296102 95.446940377354622 32.549544423818588 238.35679167509079 313.66230600699782 2153.4806644059718 81.387664258480072 163.23557618260384 136.83612869679928 209.89934086799622 77.101437576115131 66.833962045609951 41.299414038658142 609.16429752111435 590.06822453439236 195.81589068472385 72.340189903974533 194.43671442568302 970.98938466608524 38.962189875543118 2310.5896299369633 480.08507125079632 125.97880733013153 489.88212990760803 1203.5757327415049 176.86422792822123 132.24572741985321 leaf_count=3437 962 2141 17886 4823 529 136 1401 2657 9206 370 769 737 3643 406 442 187 2646 2557 994 302 856 4197 163 10743 2164 532 2311 6920 980 1078 internal_value=0 0.000417801 -0.0120706 0.00708109 0.00972055 0.00283447 0.00487454 -0.0417509 0.0237946 0.0383108 0.00880893 0.0067483 -0.0335535 -0.0686656 -0.0101381 -0.0381617 0.0107816 0.0190052 0.0094847 -0.00760682 -0.0436625 0.00869625 -0.0794174 0.000411689 0.045946 0.018617 0.0469048 -0.00223529 0.0176234 0.00412467 internal_weight=0 15099.3 5253.4 9845.94 9116.08 6121.16 6025.71 468.899 2994.92 155.237 5556.81 5393.58 490.671 353.835 143.935 73.849 4902.9 3387.82 2778.65 1515.09 471.756 1043.33 277.319 2702.15 675.901 2769.34 615.861 2102.75 899.178 722.314 internal_count=86175 82738 30770 51968 47145 34134 33605 3350 13011 693 30255 29486 5228 4491 848 323 24258 17339 14693 6919 2420 4499 1564 12884 3158 12049 2843 11535 4615 3635 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=31 num_cat=0 split_feature=8 9 9 2 9 1 9 8 8 9 9 9 5 0 9 9 4 4 4 6 8 9 5 9 9 1 7 9 9 9 split_gain=130.656 115.361 226.56 97.7614 87.1804 79.5987 71.2039 80.0752 170.983 81.9691 79.5006 78.4169 69.4163 96.7711 74.5099 76.1544 93.6498 65.9762 65.0573 64.8206 59.7229 55.8559 90.4674 58.7865 79.2025 55.2088 57.4587 54.1199 61.6084 69.7927 threshold=87.321885330000015 1.5085163712501528 1.1392991542816164 624.97500610351574 1.5271995663642886 64.061302185058608 1.003304183483124 61.319998600000012 67.714191485000015 1.303131699562073 1.0497827529907229 1.0861997008323672 2.5980166196823125 0.30804328620433813 1.310455918312073 1.0727607607841494 0.10998599976301195 0.22002299875020984 0.022057499736547474 54.970867156982429 88.556267855000016 1.1293502449989321 2.5777766704559331 1.0760917663574221 1.067902743816376 128.08464813232425 91.356075286865249 1.6201764941215517 1.4711266160011294 1.4413009285926821 decision_type=8 2 2 8 2 10 2 10 10 2 2 2 8 10 2 2 10 10 8 10 10 2 10 2 2 10 8 2 2 2 left_child=3 2 -2 6 -3 -5 -1 17 9 10 -9 -10 18 19 15 -15 -17 25 -7 27 -6 22 23 24 -12 26 -8 28 29 -14 right_child=1 4 -4 5 20 12 7 8 11 -11 21 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.084250567072019056 0.02712141219479082 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1156.5003872551024 636.28658417984843 51.221411548554897 349.59386184811592 121.47706945240498 85.297777101397514 39.690799832344055 410.78087177872658 1677.696233600378 59.827297419309616 61.9046680778265 70.940748423337936 leaf_count=436 1573 402 8710 1830 2626 300 425 296 815 2583 323 15718 21928 549 690 2148 289 674 6527 3133 434 1771 510 390 169 1860 7173 288 1088 517 internal_value=0 -0.0315389 -0.0612081 0.0022225 -0.00042153 -0.00573195 0.0110832 0.0122215 0.00409512 -0.035778 -0.022277 0.0142451 -0.00367157 0.000876844 0.0353479 0.0434637 0.0597338 0.0274185 -0.0253662 -0.00395045 -0.0166592 -0.0127904 0.0176694 -0.024589 0.0239431 0.0305294 0.0228875 -0.00820591 -0.00948898 -0.00807707 internal_weight=0 1249.54 639.656 13870.4 609.889 7308.97 6561.4 6483.98 4224.81 857.242 719.994 3367.57 7034.75 5815.5 714.359 671.928 544.704 2259.17 1219.25 5101.14 514.913 665.733 316.139 194.662 109.364 2186.71 1775.93 4464.85 4405.02 4343.12 internal_count=86175 13745 10283 72430 3462 39287 33143 32707 22575 6042 3459 16533 37457 30630 3676 2986 2437 10132 6827 26954 3060 3163 1392 882 492 9458 7598 23821 23533 22445 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=31 num_cat=0 split_feature=8 2 0 9 8 8 9 9 0 9 9 0 8 2 5 2 0 5 8 8 0 3 8 8 9 8 9 9 9 8 split_gain=118.205 109.413 66.7116 65.0737 112.036 169.959 95.3094 123.207 97.2792 88.7708 64.4781 62.1935 55.1604 65.8925 52.2515 58.4132 83.0156 124.543 103.36 72.6066 74.3562 137.683 68.6453 91.7866 73.9377 70.976 64.894 64.4189 119.47 125.416 threshold=1.0000000180025095e-35 11506.671875000002 0.86050000786781322 1.6318134069442751 86.805891860000017 88.172383900000014 1.4711266160011294 1.4413009285926821 0.14000999927520755 1.1477001309394839 1.406809985637665 0.26000010967254644 73.430923220000025 142.59500122070315 2.7863349914550786 277.35739135742193 0.31935000419616705 2.7025200128555302 68.343569515000027 37.490001645000007 0.080014999955892577 22.061336517333988 83.123132410000011 61.931032750000007 1.0465513467788699 56.807741540000009 1.0514340996742251 1.0943974852561953 1.0580517053604128 47.632367260000002 decision_type=10 8 10 2 10 10 2 2 10 2 2 8 10 10 10 10 10 8 10 10 10 10 10 10 2 10 2 2 2 10 left_child=-1 2 3 4 6 9 7 10 -9 -6 14 -5 -8 -14 15 22 19 18 -18 -17 21 -21 23 24 25 -2 -25 28 29 -23 right_child=1 -3 -4 11 5 -7 12 8 -10 -11 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 27 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.091031763136598623 0.020440690622801246 -0.028280448448523461 -0.050223901538856468 0.089215998600987279 0.024948133891445342 0.025794641262470358 -0.095211184837040941 0.11670062520401144 -0.06887389417410747 -0.088949102164692984 -0.05237308466662545 -0.024103697867164958 0.12179583611525471 -0.032433369553714515 -0.063678021510758284 -0.039373246300781629 -0.024866934793110546 0.076337709636129472 0.06288499899758572 -0.043150133282387669 0.014343872151628155 0.094112468518807973 0.060909768958307145 -0.13366817955837948 0.06205827792689661 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40.2092 threshold=1.0000000180025095e-35 11506.671875000002 2.5399399995803837 1.6318134069442751 1.5838068723678591 1.099329471588135 43.264999389648445 297.30000305175787 1.0066126585006716 2.7694165706634526 1.3009637594223025 2.6611049175262456 1.3680611252784731 72.121931125000017 131.91500091552737 1.0333229303359988 1.5776674151420595 87.785873745000018 62.490172530000002 88.114945425000016 65.747008215000008 83.282422660000023 90.492675781250014 436.48014831542974 55.01366043090821 173.65999603271487 44.85843363 0.06591349840164186 73.810261685000015 1.3131380677223208 decision_type=10 8 8 2 2 2 10 10 2 10 2 10 2 10 8 2 2 10 10 10 10 10 10 10 10 10 10 10 10 2 left_child=5 2 7 4 9 6 -1 8 -2 10 25 12 20 -14 -15 -10 18 -18 29 -20 22 -22 -12 24 -23 -4 -27 28 -28 -13 right_child=1 -3 3 -5 -6 -7 -8 -9 15 -11 11 16 13 14 -16 -17 17 -19 19 -21 21 23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.10540263437200881 -0.11006815637248946 -0.025802056409406013 0.0071870999440432869 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5826 126 5700 5480 4418 4107 311 1813 565 45651 2529 2273 1946 220 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=31 num_cat=0 split_feature=8 2 2 8 9 8 9 3 9 9 9 8 5 4 8 1 1 1 0 9 4 8 6 9 1 7 2 8 9 9 split_gain=93.9434 81.6584 75.1294 58.6238 121.903 77.0821 105.675 67.0258 67.1653 65.3542 58.3892 77.2142 54.4563 52.6464 52.2605 51.1118 52.1361 47.2283 46.7961 65.7871 78.8546 52.2025 45.8858 44.7675 43.5403 44.6122 48.647 53.7593 81.5593 93.0234 threshold=1.0000000180025095e-35 0.7215000092983247 624.97500610351574 61.319998600000012 1.063004791736603 67.714191485000015 1.1293502449989321 22.804999351501468 1.0760917663574221 1.0066126585006716 1.2644609808921816 66.889917430000011 2.6084799766540532 0.081401500850915923 68.659882405000019 75.540901184082045 127.39005661010744 133.79336547851565 0.31004999577999121 1.0727607607841494 0.10998599976301195 70.190128230000013 53.52466011047364 1.099329471588135 181.95790100097659 91.356075286865249 112.51330184936525 49.585035525000009 1.048164486885071 1.018160939216614 decision_type=10 10 10 10 2 10 2 10 2 2 2 10 8 10 10 10 10 10 10 2 10 10 10 2 10 8 10 10 2 2 left_child=23 -2 3 9 -5 6 7 8 -6 15 12 13 14 -12 -4 -3 -17 -8 22 -20 21 -21 -14 -1 25 -11 -27 -28 29 -29 right_child=1 2 10 4 5 -7 17 -9 -10 24 11 -13 18 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.1625982698395452 -0.10738318252538899 0.02985083844874355 -0.037729895411036669 -0.097499304081373042 0.048588203385688304 0.010372770889814406 -0.063436910884168182 0.060380412510388982 -0.12470767964045278 0.085393411968765542 -0.079353528417118485 -0.011207954396405402 -0.0054529344129832825 0.015578887718378329 0.010311813897766359 -0.11079791977799594 0.092962620270267457 0.059560501624584088 -0.030187924489241826 0.080489684902790459 -0.058274637577866766 -0.047210321665521859 0.020460436885712467 -0.10296283053832067 0.093128574026397418 0.048643007402919831 0.031499911930608165 0.1754795301833551 0.016629893211879222 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436.48014831542974 9.1297502517700213 1.5335874557495119 88.435926750000007 1.6201764941215517 1.4711266160011294 1.4413009285926821 1.406809985637665 74.198335955000019 111.22568511962892 0.31004999577999121 0.098001997917890563 0.029636000283062462 184.69504547119143 54.469223022460945 1.3796529173851015 74.797592850000015 0.069995000958442702 1.2987144589424136 47.827284630000008 82.483280285000021 60.968498590000003 1.063004791736603 1.0895128250122073 1.0066126585006716 88.018790025000015 decision_type=8 2 2 10 10 10 2 10 2 2 2 2 10 8 10 10 8 10 10 2 8 8 2 10 10 10 2 2 2 10 left_child=3 2 -2 -1 24 -6 29 -8 9 10 11 13 -12 14 16 -16 -7 -15 19 22 21 -21 -18 -19 25 28 -27 -26 -5 -3 right_child=1 6 -4 4 5 8 7 -9 -10 -11 12 -13 -14 17 15 -17 18 23 -20 20 -22 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=-0.1060013976666945 0.026679069815278445 -0.097067966506760361 -0.10467414847514339 -0.033586432145452892 -0.034392765126095994 -0.084608750227476492 -0.00099025896146703266 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8165 654 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=31 num_cat=0 split_feature=8 1 0 2 7 9 3 8 2 8 3 4 2 3 5 5 0 9 0 3 9 5 0 9 5 9 9 0 9 8 split_gain=76.6724 66.0163 57.7207 57.6882 64.9713 51.5247 48.5164 50.2067 75.8037 71.8408 67.384 45.4442 44.0812 72.9271 58.4987 57.8607 50.3882 47.3486 43.7107 67.5567 80.8653 41.9563 41.1868 40.6269 55.8779 45.0459 40.2946 39.3734 38.6299 65.06 threshold=1.0000000180025095e-35 23.674850463867191 1.7934499979019167 3759.551635742188 89.396530151367202 1.1326038241386416 24812.035156250004 8.0257143200000005 35815.000000000007 37.490001645000007 33.204999923706062 0.049463000148534782 184.97500610351565 7.752199888229371 2.5699650049209599 2.6099965572357182 0.25958661735057836 1.0016464591026308 0.33003500103950506 19.390579223632816 1.1326038241386416 2.6600034236907963 0.12800674885511401 1.2112911343574526 2.8300549983978276 1.4413009285926821 1.406809985637665 0.42000003159046179 1.067902743816376 61.931032750000007 decision_type=10 10 10 8 8 2 8 10 8 10 10 8 10 10 8 10 8 2 10 10 2 10 10 2 8 2 2 10 2 10 left_child=-1 -2 3 4 -3 6 7 8 -5 -9 -11 22 15 16 -15 17 -14 -6 -16 -20 -21 -10 -7 24 -13 26 -25 -19 -17 -30 right_child=1 2 -4 5 12 11 -8 9 21 10 -12 23 13 14 18 28 -18 27 19 20 -22 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=-0.085688687923139925 -0.088766509993433135 0.036065234208917156 -0.10569162718302252 0.053098206591925629 -0.11377115741036799 -0.062894405274947315 -0.072145625407463346 -0.052351053212654153 0.76957995799610446 -0.05510830498949873 0.041973198371769688 0.001886746589392552 0.013678031239488232 -0.020648564204262813 0.0023851901979070091 -0.050809746440105497 -0.048643898328210186 0.030552948261464076 0.075642367792512225 0.045986652554899241 -0.044508999094883775 0.21433196387446563 -0.019219798462873666 -0.02019214734176937 0.10944172491956312 0.038570763028399443 -0.095200509974730632 -0.0076552322462306952 0.067626943790978694 -0.017422890443100893 leaf_weight=104.74429282359779 82.973153900355101 601.28562555089593 50.825535982847214 14.424561120569708 25.221679702401161 378.85935682058334 67.774155288934708 139.67904289066792 2.7129553481936446 83.840584993362427 485.59629735350609 223.66265609115362 174.66641232743859 1031.3843053970486 6211.4451172184199 183.04482147470117 504.28646307811141 1605.8413658738136 214.3729273378849 223.9602172523737 176.60935458727181 2.7306649461388588 502.06786515377462 448.22826138697565 61.608951047062874 108.2609118167311 85.238380383700132 324.14700393751264 118.33452010154724 374.87772516719997 leaf_count=3437 850 3708 350 113 174 3017 459 711 24 402 2167 1164 834 6254 32942 1176 3004 7665 1145 966 1413 25 4099 2925 257 744 672 1853 493 3132 internal_value=0 0.00017638 0.000687984 0.00106413 0.00404437 -0.0124023 0.00878408 0.0163082 0.173092 0.0119154 0.0276795 -0.0217392 0.00232039 -0.0011677 0.00154917 0.0136361 -0.0326111 0.0223568 0.00490298 0.0303348 0.00608752 0.491053 -0.0380029 -0.00628387 0.025115 -0.0202418 -0.0321771 0.0241358 -0.0115774 0.00298279 internal_weight=0 14508 14425 14374.2 11769.5 2604.68 796.758 728.984 19.8682 709.116 569.437 1807.93 11168.2 8536.72 7857.77 2631.47 678.953 1955.21 6826.39 614.942 400.57 5.44362 880.927 926.999 285.272 641.728 533.467 1929.99 676.257 493.212 internal_count=86175 82738 81888 81538 64759 16779 3901 3442 162 3280 2569 12878 61051 46558 42720 14493 3838 9692 36466 3524 2379 49 7116 5762 1421 4341 3597 9518 4801 3625 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=31 num_cat=0 split_feature=8 2 9 8 8 9 9 3 3 7 0 1 5 2 8 8 9 9 5 9 9 8 6 9 8 8 7 8 5 9 split_gain=67.7442 60.3892 52.1822 129.482 158.014 124.264 111.161 102.598 94.2512 105.432 92.3701 90.7556 84.0206 75.7583 74.9737 96.128 113.763 97.8277 199.083 71.9246 99.8265 148.778 69.5956 65.0053 63.0844 74.1809 71.0436 92.3548 65.3053 62.2767 threshold=1.0000000180025095e-35 0.7215000092983247 1.1276808977127077 68.343569515000027 72.669456165000014 1.3241015672683718 1.1392991542816164 65.085384368896499 22.061336517333988 98.23557281494142 0.21245000511407855 115.69050216674806 2.6995050907135014 119.61317062377931 37.490001645000007 52.371645130000012 1.0099684596061709 1.067902743816376 2.6900134086608891 1.018160939216614 1.0465513467788699 60.333021200000012 50.523035049438484 1.2924330830574038 59.071444280000001 65.80944297500001 95.120311737060561 55.434759575000008 2.7140200138092045 1.018160939216614 decision_type=10 10 2 10 10 2 2 10 10 10 8 10 10 10 10 10 2 2 10 2 2 10 10 2 10 10 8 10 10 2 left_child=-1 -2 8 5 6 7 -5 22 11 14 -8 13 -6 -3 -10 16 -16 18 -17 -15 -21 -22 -4 -12 26 28 27 -19 -26 -20 right_child=1 2 3 4 12 -7 10 -9 9 -11 23 -13 -14 19 15 17 -18 24 29 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.083783239916776553 -0.10419134019831394 0.011623632793141709 -0.077564077863457703 -0.10940986378131108 -0.0013920864758253967 -0.10251567796539002 -0.0030924719877795086 -0.037614427030542207 -0.0081020606662678598 -0.018769177076299739 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124.3282752558589 leaf_count=3437 1048 1679 532 201 31597 4854 1499 6830 2805 3114 3173 1271 3538 548 295 1821 2975 227 22 991 368 1861 4233 425 1416 3589 369 284 413 760 internal_value=0 0.000142443 0.000542915 -0.00411127 0.00293065 -0.0245149 0.036944 -0.0176249 0.00833012 0.0161839 0.0436387 -0.013951 -0.0040036 -0.0268413 0.0237583 0.0309479 0.0615022 0.0191666 -0.0173985 -0.0444782 -0.0571552 -0.029696 0.00653342 0.0618581 0.0330483 0.0415639 -0.0199814 -0.0687636 0.0765752 -0.125188 internal_weight=0 14453.1 14397.9 9011.78 6699.55 2312.23 1134.53 2124.56 5386.07 3982.35 1084.91 1403.72 5565.02 1116.72 3273.07 2670.46 743.142 1927.31 530.349 765.655 653.805 437.67 961.971 780.577 1396.97 1203.68 193.289 117.326 402.703 129.507 internal_count=86175 82738 81690 56882 40433 16449 5298 11595 24808 18090 5097 6718 35135 5447 14976 12171 3270 8901 2603 3768 3220 2229 4765 3598 6298 5418 880 511 1829 782 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=31 num_cat=0 split_feature=8 3 0 5 9 8 8 3 8 2 9 9 8 8 9 9 5 8 1 8 8 8 7 1 3 4 9 9 0 4 split_gain=59.773 58.2135 49.3364 44.3035 48.8752 118.073 142.075 85.0802 91.2532 78.9484 75.4966 116.553 155.97 65.2315 124.892 121.22 158.962 68.3343 97.8766 80.7946 103.918 82.928 73.3666 58.92 56.4482 61.7246 54.3531 129.765 97.457 76.7153 threshold=1.0000000180025095e-35 19002.500000000004 1.7934499979019167 2.7694165706634526 1.1276808977127077 65.379383525000009 63.383482725 25.23499965667725 37.490001645000007 119.61317062377931 1.0198619961738589 1.0465513467788699 61.931032750000007 49.585035525000009 1.0116130113601687 1.067902743816376 2.640009999275208 52.371645130000012 124.70980072021486 59.392466590000005 65.747008215000008 55.434759575000008 92.152797698974624 95.72259902954103 935.36001586914074 0.030000999569892887 1.1661193370819094 1.2161991596221926 0.52504998445510875 0.21012333035469058 decision_type=10 8 10 10 2 10 10 10 10 10 2 2 10 10 2 2 10 10 10 10 10 10 10 10 10 10 2 2 10 8 left_child=-1 2 3 4 7 6 -6 9 -9 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419.21946424618363 30.270306885242462 794.47352535277605 110.58451442420483 176.67707404494286 243.54307428747416 217.38548636436462 329.2345380038023 469.54648721218109 514.45856092870235 73.734452694654465 226.08593863248825 36.275614559650421 219.18300169706345 261.71360993385315 701.14945076406002 68.193217590451241 179.35276912152767 347.79867497086525 554.99298870563507 606.18194958381355 1160.5011258237064 3884.1861975286156 53.784725084900856 345.53738145157695 leaf_count=3437 2231 2718 346 2481 7252 1958 285 3575 466 761 1135 935 1770 2162 2283 315 1060 150 1115 1124 3065 282 808 3699 3769 3805 5602 25388 479 1719 internal_value=0 0.000114502 0.00116019 0.00150749 0.00220349 -0.00237897 -0.0268424 0.00997957 0.018073 -0.0106901 -0.0269654 -0.0401789 -0.014543 0.0264008 0.0549591 0.0184151 -0.0162298 0.0340685 0.0293435 0.0451333 0.0541959 -0.0383944 -0.0129436 -0.0804444 0.00321358 -0.0169302 0.00720291 0.0109319 0.0394649 -0.0176571 internal_weight=0 14349.1 13972.5 13924.9 13716.1 8630.24 1605.84 5085.81 3654.75 1431.06 966.84 790.163 546.62 2860.28 625.043 2235.23 695.632 1539.6 1465.87 1067.33 962.863 104.469 398.536 378.069 7024.4 1161.17 5863.23 5098.47 1214.29 764.757 internal_count=86175 82738 80020 79674 77193 53956 11236 23237 16405 6832 4601 3840 2705 12830 2749 10081 3222 6859 6544 4621 4189 432 1923 3984 42720 7574 35146 31469 6081 3677 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=31 num_cat=0 split_feature=2 8 9 9 9 9 9 0 9 4 9 3 9 9 8 4 8 8 6 8 9 8 9 8 9 8 8 9 9 9 split_gain=54.2869 51.781 73.0994 194.978 49.408 89.8024 85.685 78.298 76.566 64.3488 55.7513 47.8152 52.9231 68.7025 65.9553 84.5221 50.9384 64.5357 55.9567 48.2057 45.8841 44.6074 124.676 115.608 99.1887 79.1833 71.2826 158.935 148.752 123.996 threshold=0.7215000092983247 87.321885330000015 1.5024287104606631 1.1392991542816164 1.6201764941215517 1.4711266160011294 1.4413009285926821 0.09000007808208467 1.406809985637665 0.079994998872280135 1.5024287104606631 6044.5651855468759 1.3796529173851015 1.3185774087905886 74.797592850000015 0.18999666720628741 81.947250455000017 82.915767860000017 50.964384078979499 64.140004720000022 1.5653824210166933 78.435385745000019 1.0895128250122073 76.303434405000004 1.2012907266616824 75.559999525000009 73.722831840000012 1.2459819912910464 1.2905700802803042 1.2161991596221926 decision_type=10 8 2 2 2 2 2 10 2 10 2 8 2 2 10 8 10 10 10 10 2 10 2 10 2 10 10 2 2 2 left_child=-1 4 3 -3 5 6 8 -8 11 -7 -11 12 13 21 15 -14 18 -18 -15 -20 -12 23 -23 25 -25 26 -2 29 -29 -28 right_child=1 2 -4 -5 -6 9 7 -9 -10 10 20 -13 14 16 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.1029025196043631 0.005875044515069293 0.029571431658517441 0.0016973985324807575 -0.10404162499465155 0.064903318666005919 -0.09247943059094911 0.10505374742334161 -0.029370230020598961 -0.055032955264964017 -0.088090244894801412 0.050562748009306449 -0.024432165006763814 0.0049002151101923894 -0.10439096334008331 -0.020098267212334781 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439 196 1353 65 1503 819 326 8173 313 1237 627 3160 302 214 773 internal_value=0 3.07887e-07 -0.0213133 -0.0514055 0.00170033 0.00110968 0.00273637 0.0660308 0.00166408 -0.0409913 -0.0153704 0.00275187 0.00419589 0.00313896 0.0474867 0.0828883 -0.0300454 7.58136e-05 -0.0586493 -0.0183086 0.00816709 0.0049726 0.0192466 0.00205186 -0.0634333 0.00403945 0.00279722 -0.0245204 0.0946929 -0.0400501 internal_weight=0 14290.9 1055.67 457.447 13235.2 13112.7 12624.9 210.319 12414.6 487.797 325.718 12180.9 11566.5 11290.8 275.662 180.903 591.219 287.972 303.247 161.137 246.071 10699.6 1817.45 8882.13 261.647 8620.48 8478.05 858.484 98.9439 759.54 internal_count=86175 85045 13649 10075 71396 70705 65331 1533 63798 5374 2492 61654 58460 56793 1667 1209 4751 1549 3202 1568 1861 52042 8499 43543 1550 41993 41366 4449 516 3933 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=31 num_cat=0 split_feature=1 8 9 0 2 7 9 8 9 0 9 9 9 7 9 9 2 3 8 9 9 0 8 4 7 1 0 8 9 8 split_gain=50.6744 46.7677 45.9669 41.9439 42.0977 59.5315 36.7473 55.3699 174.095 51.5713 45.926 47.5971 53.3541 42.5045 40.3986 34.6801 44.5246 49.3747 51.9162 55.8543 77.7048 47.5642 41.6757 36.5327 46.1059 44.3139 41.8926 41.3037 38.3516 79.9049 threshold=23.674850463867191 1.0000000180025095e-35 1.1010892987251284 1.7934499979019167 2027.1029052734377 89.156623840332045 1.6318134069442751 86.805891860000017 1.1477001309394839 0.25002999603748327 1.5085163712501528 1.5838068723678591 1.5653824210166933 96.436347961425795 1.5335874557495119 1.0016464591026308 84.02875137329103 7.752199888229371 62.490172530000002 1.048164486885071 1.0198619961738589 0.24904999881982806 43.356953145000013 0.090002503246068968 113.63326644897462 96.603199005126967 0.32000008225440985 11.539578135000001 1.0299918651580813 56.489202475000006 decision_type=10 10 2 10 8 8 2 10 2 8 2 2 2 8 2 2 10 10 10 2 2 10 10 10 8 10 10 10 2 10 left_child=-1 2 -2 4 5 -3 7 15 13 -8 -10 12 14 -9 -12 -7 21 18 19 20 -18 -17 -23 26 25 27 28 -25 29 -19 right_child=1 3 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17.271288529038429 63.007919877767563 7.6955668628215781 91.014899492263794 22.414258323609829 541.24625731259584 110.56236560642719 351.11878768354654 348.26167061924934 202.98597746342421 146.19261667132378 89.443763680756092 314.10445073060691 25.712246581912041 255.1813682410866 870.40073541924357 450.2335141133517 939.79422230646014 4547.4659647233784 20.980093903839588 leaf_count=923 97 2277 3267 350 24346 198 544 371 4546 306 77 485 41 495 155 2646 478 1548 2314 899 712 731 1769 109 1237 4329 2640 4442 23743 100 internal_value=0 6.56357e-05 -0.0778357 0.000489474 0.000798786 0.00414872 0.00269563 0.00189348 -0.0322196 0.0491555 -0.0769845 -0.0258069 0.0499151 0.0535292 0.00318624 0.003568 0.00389261 0.00154283 -0.0219382 0.0001236 -0.0308681 0.0244581 -0.00152682 0.00408579 -0.00712765 -0.00159171 0.00845248 0.0131595 0.00578043 0.0366467 internal_weight=0 14164.5 76.6479 14087.8 14042.7 10217.8 9860.45 9693.09 453.544 167.354 297.983 110.389 47.3811 155.561 39.6855 9239.55 9213.68 8268.89 808.003 459.741 256.755 944.794 403.548 7460.89 2091.09 1835.91 5369.8 965.506 4919.56 372.099 internal_count=86175 85252 3364 81888 81538 57192 54915 54065 6170 850 5304 758 273 866 232 47895 47697 42551 4403 2089 1190 5146 2500 38148 10117 8880 28031 4551 25391 1648 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=31 num_cat=0 split_feature=2 8 9 2 5 1 0 7 3 3 8 5 9 9 9 1 7 5 9 9 9 3 8 8 0 8 8 8 5 2 split_gain=45.3104 40.9554 41.1526 37.1041 33.9804 33.6551 30.5225 29.7461 27.6039 58.947 38.2554 97.5004 57.913 87.286 56.8114 50.6615 44.9629 43.4084 110.735 119.547 67.6726 54.332 42.8932 38.992 50.45 37.2561 34.2206 34.0457 33.2358 32.6824 threshold=0.7215000092983247 1.0000000180025095e-35 1.1010892987251284 624.97500610351574 2.5273933410644536 176.22499847412112 1.7934499979019167 89.084224700927749 0.10500000044703485 1.7305999994277956 49.585035525000009 2.6547749042510991 1.0465513467788699 1.018160939216614 1.0083022713661196 86.223232269287124 105.01190185546876 2.6694049835205083 1.0727607607841494 1.2342023253440859 1.0777724981307986 22.804999351501468 56.807741540000009 68.343569515000027 0.67223000526428234 27.513094805000005 68.343569515000027 75.674278365000006 2.6252865791320805 66.224700927734389 decision_type=10 10 2 10 8 10 10 8 8 10 10 8 2 2 2 10 8 10 2 2 2 10 10 10 8 10 10 10 10 10 left_child=-1 2 -2 5 -5 6 7 -3 29 27 11 16 13 14 -12 -15 25 20 -19 -20 26 -21 -17 24 -22 28 -14 -10 -11 -9 right_child=1 3 -4 4 -6 -7 -8 8 9 10 12 -13 17 15 -16 22 -18 18 19 21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.10129794687968979 0.14634726192248096 0.050304315287139002 -0.10222607686812409 -0.034940749272457348 -0.0029811948562087154 0.049863330602455513 -0.086443706131217601 0.12307221225096428 -0.069907571512852762 -0.099019439099764003 -0.070045545962461542 0.058853465238770865 0.058707924216448715 -0.115882250757933 0.15474859751835041 0.0017900303793212215 -0.047391952108154223 -0.12512103389075499 0.030271858485672654 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-2.92511e-05 -0.0760081 0.000352371 -0.00447548 0.00582076 0.0046612 0.00518297 0.00415037 0.00303222 0.00502697 0.0233511 0.00144662 -0.0384522 0.0817444 -0.0599026 -0.00546343 0.00442227 -0.017877 -0.00377413 0.0087106 -0.0580395 -0.0284001 0.00455239 -0.0211061 0.0149199 0.051457 -0.0456521 -0.0505681 0.0437031 internal_weight=0 14124.9 70.5911 14054.3 7464.3 6589.98 6420.93 6384.37 6241.53 6069.93 5831.02 953.099 4877.92 338.546 51.2678 287.278 526.103 4539.37 732.159 647.069 3807.21 249.459 183.829 3469.69 505.905 354.005 337.519 238.915 69.7538 171.597 internal_count=86175 85045 3355 81690 45124 36566 35543 35265 34373 33638 32166 4162 28004 1588 218 1370 2274 26416 6213 5695 20203 3658 836 18736 2808 1537 1467 1472 282 735 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=31 num_cat=0 split_feature=1 8 9 9 8 9 8 8 9 9 9 8 9 4 9 8 8 1 3 9 8 9 8 6 8 7 0 9 8 8 split_gain=40.8161 37.6145 58.1604 163.15 41.1059 39.7789 45.8167 43.6402 39.2456 70.1317 73.832 65.9304 62.8798 58.72 48.6814 42.3225 41.9447 41.4874 37.4457 43.685 55.3508 53.8854 45.4549 52.1519 49.4378 43.9768 40.1358 47.7307 44.9761 40.384 threshold=23.674850463867191 87.321885330000015 1.5024287104606631 1.1392991542816164 88.435926750000007 1.5271995663642886 88.018790025000015 88.556267855000016 1.6201764941215517 1.4711266160011294 1.4413009285926821 74.198335955000019 1.406809985637665 0.079994998872280135 1.5024287104606631 85.728648085000017 76.303434405000004 105.6864471435547 6044.5651855468759 1.3796529173851015 82.251262175000008 1.3185774087905886 81.947250455000017 50.964384078979499 82.915767860000017 85.059902191162124 0.11982686817646028 1.0580517053604128 73.722831840000012 85.728648085000017 decision_type=10 8 2 2 10 2 10 10 2 2 2 10 2 10 2 10 10 10 8 2 10 2 10 10 10 10 10 2 10 10 left_child=-1 8 3 4 -3 6 -4 -7 9 10 12 -12 18 -11 -15 -10 -14 -16 19 21 25 -2 23 -23 -24 -21 28 -28 -20 -30 right_child=1 2 5 -5 -6 7 -8 -9 15 13 11 -13 16 14 17 -17 -18 -19 26 20 -22 22 24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.077534527349078203 0.0042917597035843826 -0.0054541921701860355 -0.089141794777119421 -0.1034120560020482 0.10277911582069654 -0.0027455663429878431 0.081015908062677083 -0.11500272075291669 -0.098532376338741304 -0.089422631545647002 -0.089445730525909151 0.082887239162070608 -0.078389102385941822 -0.083718159098082237 -0.016023305443918317 0.081964120068654001 0.017083276316238693 0.077546896182252412 0.015236743456903457 0.09770825949599371 -0.050604955509096099 -0.10213113775051222 0.099192913153435883 -0.016445097069459371 -0.016653260694699697 0.0048126152251582975 0.0032020468104638476 -0.11182680327040223 -0.065440423634766903 0.13701064623286116 leaf_weight=68.136939290910959 10580.718280980363 122.50512873008847 18.875904500484467 228.90294717159122 49.17553374171257 435.80231564864516 97.876747012138367 37.61994905769825 14.878310665488241 146.96084285527468 25.306609885767102 180.82780534587801 160.41791749559343 74.727951673790812 180.95822235569358 102.39564769715071 64.527688005939126 64.19480643607676 303.18865130096674 143.40580403804779 51.220372945070267 130.12899919599295 43.503898590803146 156.40602950751781 240.41573572531343 79.052316578105092 59.520398057997227 91.571037841960788 141.73766084015369 10.589116010814903 leaf_count=923 52246 1249 97 8476 314 2626 431 405 79 2883 573 952 1682 631 1313 600 465 548 1502 708 242 1626 196 1571 1333 717 433 481 821 52 internal_value=0 5.01165e-05 -0.0187344 -0.0481429 0.0255477 0.00122679 0.0535058 -0.011666 0.00147661 0.00095426 0.0023797 0.0617303 0.00138151 -0.0370985 -0.0130596 0.0590649 -0.051002 0.00847862 0.0023609 0.00364639 0.0431177 0.00267767 -0.0272603 -0.0553591 0.0010974 0.064697 -0.0218502 -0.0665128 -0.00703586 -0.0513669 internal_weight=0 14037.4 990.759 400.584 171.681 590.175 116.753 473.422 13046.7 12929.4 12462.5 206.134 12256.4 466.842 319.881 117.274 224.946 245.153 12031.5 11424.9 273.678 11151.2 570.455 286.535 283.92 222.458 606.607 151.091 455.515 152.327 internal_count=86175 85252 13598 10039 1563 3559 528 3031 71654 70975 65600 1525 64075 5375 2492 679 2147 1861 61928 58639 1667 56972 4726 3197 1529 1425 3289 914 2375 873 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=31 num_cat=0 split_feature=2 8 2 0 3 9 8 3 8 9 9 9 4 8 8 5 5 7 3 8 2 9 7 8 8 9 5 0 1 1 split_gain=39.2664 33.7449 30.8312 47.8408 47.5485 39.5427 94.7534 102.126 87.683 105.505 99.2065 83.7058 90.8858 69.3287 65.1897 60.5091 58.4286 58.0702 66.5284 56.6173 61.3474 56.3338 56.2114 51.8294 76.0105 89.3142 144.422 63.6331 56.3015 54.4465 threshold=0.7215000092983247 88.902841900000013 184.97500610351565 0.25002999603748327 9.1297502517700213 1.1326038241386416 65.243336400000018 26.961949348449711 72.669456165000014 1.1761901974678042 1.1392991542816164 1.2944614887237551 0.089007500559091582 65.504867765000014 63.49075426000001 2.6658649444580083 2.68000340461731 98.483123779296889 32.200216293334968 57.044835510000006 2543.7900390625005 1.162797808647156 97.963802337646499 37.490001645000007 52.371645130000012 1.0727607607841494 2.6900134086608891 0.83009999990463268 124.22424697875978 77.375000000000014 decision_type=10 8 10 10 10 2 10 10 10 2 2 2 10 10 10 8 8 10 10 10 10 2 10 10 10 2 10 8 10 10 left_child=-1 2 3 -2 -4 17 7 21 10 16 -8 12 13 -12 19 -13 -10 18 -6 -9 -21 -7 -14 -20 27 26 -26 -25 -27 -29 right_child=1 -3 4 -5 5 6 8 14 9 -11 11 15 22 -15 -16 -17 -18 -19 23 20 -22 -23 -24 24 25 28 -28 29 -30 -31 leaf_value=-0.10005682001945451 0.020432482651887483 -0.055924981207924107 -0.023724326538341681 -0.0078009812317174788 -0.026411150627879028 0.10240091845128543 -0.11600335954190194 -0.064820477303174709 -0.017790522622315862 -0.00041837284960672571 -0.10017106014156643 0.016839840901851089 -0.019520265238475672 0.068815571799120887 -0.090414621933576883 -0.097406451800122001 -0.087618571171638404 -0.02362303041047201 -0.0079999334640125826 0.023084306642790237 -0.045775867838153551 -0.017281735904774331 0.059948436101175673 0.07297117020106024 0.010505981544091103 0.041733366113558622 -0.11416798259681132 0.087591281154370371 -0.0075566070742914262 -0.053752835713105289 leaf_weight=39.361556578427553 1658.2470654696226 107.21015387400985 914.61999979056418 940.58724914491177 375.9742067232728 81.468341246247292 49.271783724427223 281.63140952587128 258.02758036367595 3636.2377005759627 25.236475430428982 106.34123119339347 307.30845609307289 639.04733879119158 217.77169619686902 82.189640277996659 223.73367144726217 495.08081526681781 593.36356261745095 276.43477588146925 243.20175218582153 76.032841319218278 125.30065524578094 466.69848132878542 356.23633382469416 891.77375837415457 125.69928801059723 40.454022914171219 313.10638418793678 83.515795946121216 leaf_count=1130 8911 3659 5646 5636 1642 355 208 1785 1285 25047 149 826 1329 2983 2363 1738 1211 2225 2784 1694 1835 556 550 2178 1622 3975 790 175 1544 344 internal_value=0 -3.73359e-05 0.000394202 0.010214 -0.00186707 6.05017e-05 -0.00457861 -0.0303162 0.000974854 -0.00624453 0.0232492 0.0285869 0.0391663 0.0623957 -0.041899 -0.0329656 -0.0502192 0.00827925 0.0131438 -0.0287132 -0.00914383 0.0446248 0.003497 0.018324 0.0251823 0.0143717 -0.0220117 0.0560547 0.0289246 -0.00762921 internal_weight=0 13991.8 13884.6 2598.83 11285.8 10371.1 6629.24 1176.54 5452.69 4118 1334.7 1285.42 1096.89 664.284 1019.04 188.531 481.761 3741.9 3246.82 801.268 519.637 157.501 432.609 2870.85 2277.48 1686.82 481.936 590.668 1204.88 123.97 internal_count=86175 85045 81386 14547 66839 61193 43914 8588 35326 27543 7783 7575 5011 3132 7677 2564 2496 17279 15054 5314 3529 911 1879 13412 10628 7931 2412 2697 5519 519 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=31 num_cat=0 split_feature=9 3 8 9 9 9 8 8 9 9 9 8 9 0 9 8 8 9 9 1 8 5 9 8 7 9 8 9 9 9 split_gain=37.0898 34.8964 31.0803 61.7099 134.615 40.8529 39.7589 35.0001 34.0147 56.5633 56.726 50.2088 48.3663 64.5523 52.8662 41.1822 34.944 50.6746 31.019 30.6908 30.5694 30.5306 30.3907 53.7312 67.8778 43.8588 36.97 101.007 87.1883 105.262 threshold=1.0016464591026308 24812.035156250004 87.321885330000015 1.5024287104606631 1.1392991542816164 1.5271995663642886 88.556267855000016 88.435926750000007 1.6201764941215517 1.4775379896163943 1.5024287104606631 73.430923220000025 1.4413009285926821 0.14000999927520755 1.406809985637665 76.303434405000004 73.638540480000017 1.558970093727112 1.6808274388313296 132.85200500488284 85.728648085000017 2.4500950574874882 1.3796529173851015 74.797592850000015 85.822437286376967 1.3185774087905886 82.251262175000008 1.1744956374168398 1.1477001309394839 1.0895128250122073 decision_type=2 8 8 2 2 2 10 10 2 2 2 10 2 10 2 10 10 2 2 10 10 10 2 10 10 2 10 2 2 2 left_child=-1 2 8 4 7 19 18 -4 9 12 -11 -12 14 -14 22 -16 -13 21 -7 -5 -10 -18 25 24 -24 26 -2 28 29 -28 right_child=1 -3 3 5 -6 6 -8 -9 20 10 11 16 13 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.10921403628318041 0.0011031914032925993 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101.68651626259089 40.942476987838745 99.461729511618614 104.75978138297796 101.46516604349017 103.63974291086197 84.637122323736548 582.18057155795395 42.734041918069124 883.43297859653831 224.47054938971996 294.10941660404205 leaf_count=340 47220 2411 1194 297 8367 2013 402 276 83 1191 1958 48 999 712 1627 448 137 831 498 184 600 748 504 509 766 4905 251 4401 1003 1252 internal_value=0 -5.56634e-05 0.000689847 -0.0170784 -0.0494486 0.0036872 -0.00946595 0.0205181 0.00197504 0.00148236 -0.0344855 -0.0156002 0.0027326 0.0492765 0.00187775 -0.0479901 0.00626282 -0.000649251 -0.00100057 0.0592227 0.0563706 0.0437601 0.00276587 0.0347499 0.0668861 0.00195567 0.00338967 0.0182839 -0.0148875 0.0172855 internal_weight=0 13912 13610.4 918.046 358.775 559.271 452.176 155.671 12692.4 12578.4 422.538 333.848 12155.9 219.237 11936.7 208.867 253.332 244.851 418.101 107.095 113.926 125.376 11727.8 289.742 186.102 11438.1 10855.9 1444.75 561.314 336.843 internal_count=86175 85835 83424 13231 9837 3394 2913 1470 70193 69510 4913 3722 64597 1711 62886 2075 1764 1716 2511 481 683 885 60811 1779 1270 59032 54127 6907 2506 1503 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=31 num_cat=0 split_feature=3 9 2 3 9 8 3 7 8 8 4 9 8 7 3 8 4 9 8 9 9 9 9 8 8 9 9 9 7 8 split_gain=34.7548 29.7923 34.0153 38.9555 43.3589 103.705 66.0234 145.562 71.7872 107.084 81.6988 65.6044 63.3699 57.1979 50.7217 45.3576 45.1648 48.0185 48.444 65.4769 58.0976 56.4329 48.8341 48.3187 76.2579 56.325 54.896 86.0879 69.5601 45.6332 threshold=0.076200000941753401 1.0016464591026308 77.08499908447267 9.1297502517700213 1.1326038241386416 47.827284630000008 18.187437057495121 88.037700653076186 65.504867765000014 62.490172530000002 0.19007666409015658 1.1644290089607241 75.323073450000024 98.483123779296889 27.755000114440922 40.321323380000003 0.022057499736547474 1.6318134069442751 86.805891860000017 1.5024287104606631 1.1426048278808596 1.1477001309394839 1.5838068723678591 81.947250455000017 76.526457160000021 1.2012907266616824 1.1744956374168398 1.2610664963722231 93.146469116210952 87.291245100000012 decision_type=10 2 10 10 2 10 10 10 10 10 8 2 10 10 10 8 8 2 10 2 2 2 2 10 10 2 2 2 10 10 left_child=-1 -2 -3 -4 13 15 7 -7 9 11 -11 -8 -9 14 -5 -6 -10 18 20 21 -18 -20 -21 24 -22 -26 28 -28 -25 -24 right_child=1 2 3 4 5 6 8 12 16 10 -12 -13 -14 -15 -16 -17 17 -19 19 22 23 -23 29 26 25 -27 27 -29 -30 -31 leaf_value=-0.10476444828699874 -0.10641672049259172 0.018523841032943991 -0.018145417535220639 -0.019463349147494154 0.13063004069514467 -0.032828075411296224 0.047787298463306781 0.067137291932798535 -0.03532574619680514 -0.078443617767065765 0.29920401457158391 -0.022917173494005273 -0.077436254496764279 -0.018440889471071951 0.017826965888121327 -0.12315068764234327 -0.057572345580520629 0.050157157810469394 0.096048324815933131 0.064114710121332644 0.0026993825613198098 -0.10941809286928572 0.042164815423409614 -0.06450560772126275 0.065378021085031754 -0.061861203970095716 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0.0135712 -0.104204 -0.00109499 0.00136131 -0.000602137 -0.0404643 0.00192022 -0.0881073 0.00746677 0.00407532 -0.00304296 -0.0473376 0.019598 0.0281 -0.0273662 -0.0528459 internal_weight=0 13838.5 13812.2 12872.9 11647.2 7379.03 7277.08 771.621 6505.46 1133.88 374.209 759.672 493.428 4268.15 3607.85 101.945 5371.58 5011.94 4818.07 286.729 4531.34 143.797 142.932 4372.93 2998.09 344.067 1374.84 1164.1 210.739 69.227 internal_count=86175 85117 84850 79238 71982 51659 48781 4736 44045 8918 4290 4628 2839 20323 17368 2878 35127 30551 29530 4501 25029 3619 882 24294 17719 1935 6575 5661 914 476 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=31 num_cat=0 split_feature=3 0 2 8 8 9 7 9 1 4 8 9 9 9 1 8 5 9 9 1 3 6 3 8 1 9 8 8 8 9 split_gain=31.313 29.9358 28.5939 30.2326 63.5379 50.1693 50.7385 43.8034 43.0652 39.3601 39.1058 35.3628 34.1983 32.8885 67.4658 37.5212 90.5645 69.1012 75.2335 65.2328 55.2192 50.7042 47.0561 59.3079 59.4573 38.6323 70.2306 46.5006 37.2498 36.9659 threshold=0.076200000941753401 1.7934499979019167 624.97500610351574 61.931032750000007 67.714191485000015 1.303131699562073 105.86622238159181 1.3131380677223208 119.45774841308595 0.15221333503723147 47.108760685000007 1.0646093487739565 1.0760917663574221 1.0066126585006716 83.230804443359389 47.108760685000007 2.6510967016220097 1.018160939216614 1.0465513467788699 83.832332611083999 1.9808999896049502 57.369850158691413 44.471200942993171 57.40847612000001 51.555000305175788 1.0116130113601687 40.321323380000003 27.513094805000005 49.585035525000009 1.0465513467788699 decision_type=10 10 10 8 10 2 8 2 10 8 10 2 2 2 10 10 8 2 2 10 10 8 10 10 10 2 10 10 10 2 left_child=-1 2 3 7 5 6 -5 8 13 10 -10 -6 -8 14 -2 16 25 -17 19 -19 -18 -21 -20 -24 -25 26 -15 29 -23 -27 right_child=1 -3 -4 4 11 -7 12 -9 9 -11 -12 -13 -14 15 -16 17 20 18 22 21 -22 28 23 24 -26 27 -28 -29 -30 -31 leaf_value=-0.10434152000606528 0.019587969961516044 -0.086490535608218663 -0.0040954731961357531 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4249 3982 1606 1186 1123 2376 1209 624 1476 219 1257 808 447 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=31 num_cat=0 split_feature=2 8 9 9 8 9 9 9 9 5 8 9 8 1 7 1 3 8 4 8 9 9 9 9 3 8 9 1 9 8 split_gain=29.121 39.9018 51.77 49.9918 67.6255 31.5905 31.5825 73.4678 54.4449 46.8683 33.3769 54.3552 31.4867 58.3792 31.3945 27.5709 32.2322 37.4405 31.2677 30.8343 111.066 94.1261 122.638 88.65 73.8855 58.585 62.8381 53.2563 47.2654 45.6411 threshold=14056.177734375002 34.179560925000011 1.1092507839202883 1.1043708920478823 25.090244000000002 1.1010892987251284 1.0580517053604128 1.0727607607841494 1.0465513467788699 2.6872649192810063 8.0257143200000005 1.0497827529907229 2.3897644095000001 74.43500137329103 102.59058761596681 166.61599731445315 277.30780029296881 43.356953145000013 0.087293002754449858 49.585035525000009 1.1359563469886782 1.0465513467788699 1.018160939216614 1.0116130113601687 65.085384368896499 52.371645130000012 1.0514340996742251 86.223232269287124 1.0066126585006716 56.807741540000009 decision_type=8 10 2 2 10 2 2 2 2 8 8 2 8 10 8 10 10 10 10 10 2 2 2 2 10 10 2 10 2 10 left_child=1 2 3 4 6 -6 8 -8 14 -9 11 -10 13 -2 -1 19 17 -17 -19 20 23 22 28 -3 -25 26 -23 -24 -21 -29 right_child=12 15 -4 -5 5 -7 7 9 10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 21 -22 25 27 24 -26 -27 -28 29 -30 -31 leaf_value=0.013744235024503386 -0.10367499919928502 -0.021454889317627658 -0.10551539648208463 0.10693137582175415 -0.10042029476570068 0.023886516393069466 -0.090164559353196672 -0.030444382167826446 0.13027023074368679 0.078846392133091414 0.15228134692630424 -0.088236356002153932 -0.019813150347412146 0.25302578459624986 -0.088442104588882978 -0.068738721588895824 -0.017612175591063685 0.05713913374475528 -0.017675740472962661 -0.097964975467382476 -0.10960983767149335 -0.13121200725012222 -0.10776579319174051 0.0081890664827628298 0.069769949200435624 0.00087942955457661471 0.09809592954012436 -0.012604517394764687 0.1283691049698942 -0.10910512776669219 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1.0727607607841494 0.19910333305597308 31414.053710937504 2.6872649192810063 47.827284630000008 1.1359563469886782 83.832332611083999 1.0116130113601687 131.06404876708987 1.0465513467788699 86.223232269287124 56.807741540000009 52.371645130000012 1.1560110449790957 49.875751495361335 1.018160939216614 2.2710633277893071 0.030000999569892887 2.7493449449539189 501.28579711914068 53.385573055000009 1.0432021617889407 94.423061370849624 decision_type=10 2 10 8 10 10 2 2 8 10 10 10 2 10 2 10 2 10 10 10 2 10 2 10 8 8 10 10 2 8 left_child=-1 -2 3 6 -5 -6 8 -8 9 -3 -9 12 13 23 15 -15 17 22 27 20 21 -18 -13 -4 25 26 29 28 -19 -21 right_child=1 2 11 4 5 -7 7 10 -10 -11 -12 16 -14 14 -16 -17 19 18 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.092086458905708324 -0.10233467933907497 0.028657707682634138 -0.055599422479839435 -0.093009745227083718 0.063735721896294825 -0.064938157387756143 -0.085845832245239895 -0.027943731517887711 -0.099390941137797451 0.27097641678131462 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33.07689206302166 121.35237390175462 leaf_count=510 294 1123 138 3661 359 622 465 436 814 53 294 147 316 607 2210 138 25 1635 375 3050 308 736 1021 952 58392 1583 3830 335 170 1576 internal_value=0 -1.92398e-05 0.000165569 -0.0163067 -0.0428862 -0.0136551 -0.000160512 -0.0254442 0.0253958 0.0380021 0.0134046 0.00128626 0.0197414 0.0290073 0.0123606 -0.0472684 -0.000175768 -0.0248266 0.00158765 0.00143913 0.0484119 0.0822376 -0.0882242 0.0737588 0.000449315 -0.0181929 -0.0127009 0.0165198 0.00312439 0.00636892 internal_weight=0 13653 13628.4 868.14 328.074 207.224 540.067 271.481 268.585 243.941 165.218 12760.2 936.672 880.329 641.648 167.634 11823.5 726.949 513.148 11096.6 229.004 176.87 213.801 238.681 10867.6 1040.59 974.434 451.175 374.2 522.761 internal_count=86175 85665 85371 7827 4642 981 3185 1195 1990 1176 730 77544 4361 4045 2955 745 73183 3683 2515 69500 1069 761 1168 1090 68431 10039 8456 2140 1805 4626 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=31 num_cat=0 split_feature=3 1 0 2 3 0 6 9 8 8 8 9 4 9 3 9 5 9 1 8 9 9 5 8 3 8 9 8 1 8 split_gain=26.1294 25.5826 24.4706 21.8203 32.4508 33.7059 44.229 32.8031 81.9468 89.5421 53.4886 73.6755 60.4283 105.909 53.3134 51.6505 68.9075 52.3957 43.0079 41.2453 42.1343 53.129 52.6159 41.1413 40.4487 45.4683 40.2649 128.797 48.4587 57.9723 threshold=24812.035156250004 101.26010131835939 1.7934499979019167 84.02875137329103 9.1297502517700213 0.25958661735057836 51.457010269165046 1.1326038241386416 65.243336400000018 63.383482725 72.669456165000014 1.1392991542816164 0.070594999939203276 1.2851773500442507 16.667900085449222 1.1761901974678042 2.6600034236907963 1.1392991542816164 95.72259902954103 65.504867765000014 1.1661193370819094 1.1560110449790957 2.7154400348663335 47.827284630000008 25.23499965667725 37.490001645000007 1.1996469497680666 75.323073450000024 73.662002563476577 75.253016200000005 decision_type=8 8 10 10 10 8 10 2 10 8 10 2 10 2 10 2 8 2 8 10 2 2 10 10 10 8 2 10 10 10 left_child=2 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290.207 13344.5 13307.5 12268.7 1175.35 331.504 11093.4 7082.26 1220.96 5861.3 1453.89 1404.82 687.846 716.972 4407.41 531.802 271.992 274.701 521.975 504.1 103.207 47.9058 946.255 4011.13 3598.1 3875.61 288.795 3586.81 520.761 internal_count=86175 2457 83718 83372 76621 7188 1833 69433 50126 11800 38326 8729 8515 4646 3869 29597 2795 1521 5666 2504 2392 447 216 6134 19307 17463 26802 1602 25200 3769 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=31 num_cat=0 split_feature=3 5 9 8 8 9 9 9 8 7 9 9 8 9 9 8 9 9 1 8 9 8 6 3 9 9 2 8 8 8 split_gain=24.0004 23.8496 32.7515 44.7397 82.0197 53.0299 42.354 65.3092 55.6618 38.881 38.8041 38.7063 42.0228 37.0884 56.3015 79.3947 36.6612 51.9903 41.452 36.1542 37.4991 35.2479 94.0593 54.1874 32.5961 31.9077 42.3555 30.5789 30.0549 30.0451 threshold=0.076200000941753401 2.5399399995803837 1.6318134069442751 86.805891860000017 88.114945425000016 1.096052408218384 1.4775379896163943 1.4413009285926821 74.198335955000019 93.204734802246108 1.6024157404899599 1.406809985637665 76.303434405000004 1.5776674151420595 1.5838068723678591 87.952414245000014 1.3758142590522768 1.3009637594223025 100.33264923095705 87.291245100000012 1.6201764941215517 82.483280285000021 51.331277847290046 22.061336517333988 1.3875452280044558 1.5147894620895388 252.63650512695315 59.86349009500001 73.869909720000024 87.385966165000013 decision_type=10 8 2 8 10 2 2 2 10 10 2 2 10 2 2 8 2 2 10 10 2 10 10 10 2 2 10 10 10 10 left_child=-1 -2 3 6 5 -5 7 11 -9 29 -6 16 28 -7 15 -15 17 -3 -18 20 -16 22 -19 27 -20 -8 -27 -24 -13 -4 right_child=1 2 9 4 10 13 25 8 -10 -11 -12 12 -14 14 19 -17 18 21 24 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.10357212861746878 -0.012695704898235903 0.0037768009309698844 0.072265680706850785 0.10748178998108555 0.025186877582980344 -0.079855112245388382 -0.1182994330994319 -0.08659854120290611 0.081525372707645233 0.096043946114824641 -0.11369525826801666 0.0078001454987059252 0.026845279969541017 0.46043700659527131 -0.11219742388225958 -0.1254784077838198 0.068809619764085575 -0.1054190140906634 0.050945725557870296 -0.09579674360537474 0.093833097589567857 -0.0020639670994717979 -0.093193977996803304 -0.03967971080585201 -0.052285779961033174 0.070547037587354269 -0.047559315253615252 0.09120083411547078 -0.10422927263428255 -0.020968340466580995 leaf_weight=22.430545550771058 1342.7214694432914 9615.6819728575647 51.452378958463669 19.47697195969522 283.18522864952683 285.09393143467605 42.994546041823924 22.35424192994833 165.37695970386267 77.975267052650452 21.656498435884714 32.100647303275764 58.320408999919891 5.6794881224632237 12.550130695104597 3.9013643711805353 174.29456521011889 153.52163086738437 54.671073375269771 45.114236406981945 29.834209442138672 374.71129430085421 10.446022212505339 140.32047808263451 69.434284975752234 38.542965992353857 143.095080524683 64.673332627862692 94.279041714966297 105.30395857989788 leaf_count=1058 8816 47853 311 156 2713 8825 786 647 787 425 258 757 290 44 139 27 897 1986 402 403 124 1958 50 1519 635 344 2145 399 821 600 internal_value=0 -4.63691e-05 0.00134626 0.000620314 -0.02379 -0.0534737 0.00215261 0.00302804 0.0615059 0.0383384 0.0153204 0.00201553 -0.0433709 -0.0616766 -0.0082916 0.22185 0.00280208 0.00180667 0.0373592 -0.0334914 0.0328268 -0.0236671 -0.045607 -0.00298515 -0.00681009 -0.040834 -0.0224976 0.0655591 -0.0757736 0.00963401 internal_weight=0 13538.8 12196 11961.3 706.492 401.65 11254.8 11030.2 187.731 234.732 304.842 10842.5 184.7 382.173 97.0794 9.58085 10657.8 10359.4 298.4 87.4986 42.3843 743.673 368.961 215.44 124.105 224.633 181.638 75.1194 126.38 156.756 internal_count=86175 85117 76301 74965 12689 9718 62276 59001 1434 1336 2971 57567 1868 9562 737 71 55699 53765 1934 666 263 5912 3954 1968 1037 3275 2489 449 1578 911 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=31 num_cat=0 split_feature=9 2 7 8 3 5 9 2 8 0 4 8 3 2 9 1 2 9 8 5 1 3 3 8 3 6 9 9 4 9 split_gain=23.7313 22.2947 29.9346 24.1405 35.3451 42.8901 55.1185 32.0129 30.7225 42.0836 36.052 26.0418 35.628 31.1474 28.5343 61.6361 37.9533 33.6763 49.802 32.6517 31.4735 29.4178 49.1025 36.6302 36.0458 33.763 31.1536 62.4263 45.5467 39.0703 threshold=1.0016464591026308 14056.177734375002 88.037700653076186 37.490001645000007 332.28517150878912 2.6292734146118169 1.0727607607841494 2412.693969726563 11.539578135000001 0.11237344890832902 0.12001499906182291 41.376632000000008 2.2710633277893071 21.717584609985355 1.0083022713661196 128.08464813232425 123.49499893188478 1.018160939216614 42.537642925000007 2.6378600597381596 66.378250122070327 9.1297502517700213 0.10500000044703485 53.385573055000009 1.4608800411224367 55.052148818969734 1.1946979165077212 1.1727803349494936 0.13301666826009753 1.0760917663574221 decision_type=2 8 8 10 10 10 2 10 8 8 8 10 10 10 2 10 10 2 10 8 10 10 8 10 10 10 2 2 8 2 left_child=-1 3 -3 4 5 8 7 -7 -2 10 -10 12 -5 -13 15 16 -15 18 19 -16 -19 22 25 -24 -25 -22 27 29 -29 -26 right_child=1 2 -4 11 -6 6 -8 -9 9 -11 -12 13 -14 14 17 -17 -18 20 -20 -21 21 -23 23 24 26 -27 -28 28 -30 -31 leaf_value=-0.099854361546840353 0.012399260621590738 -0.050364136418719098 -0.005856379766488313 -0.080336091985008684 -0.060063467640467619 0.0040478310749225126 0.063326254723364991 -0.09111628332275877 0.17804775534503176 -0.075912528332580956 -0.06001845272357316 0.050184053210480264 0.048955242928497587 -0.020496899198222306 -0.097854445988898794 0.07983787241653946 -0.16437580242887995 -0.015977037549272283 0.057272368438924984 0.055386367975151875 -0.014152511836052798 0.004163900712417538 -0.072173154403122095 -0.069398374433638929 0.035010376997591901 0.062478396411088759 -0.037757393559318411 -0.032561051146951368 0.14849713688322794 -0.037646956195054447 leaf_weight=23.862461812794209 92.766397316008806 190.45490631833673 731.53762180451304 23.776800841093063 146.92903436766937 172.75371006224304 150.43221588153392 44.44316104799509 13.060923352837561 167.02936484152451 12.400700673460962 130.14719451405108 205.71671966463327 33.667632967233658 39.928086303174496 26.127638608217239 40.255073890089989 1040.0064666066319 223.70848809182644 21.333828762173653 106.77778925746679 8926.0851438222453 137.38212707638741 105.0572292227298 124.89837746694684 124.57263618707657 198.15234519541264 19.347187668085098 49.291254609823227 181.64501515962183 leaf_count=340 437 1515 5790 152 1581 1175 765 219 57 3046 52 811 934 143 180 119 167 6704 1049 104 590 54505 702 791 673 552 1612 124 228 1058 internal_value=0 -4.12773e-05 -0.0150503 0.00106069 -0.0157501 -0.00577757 0.0167998 -0.0154248 -0.0348744 -0.0576569 0.0621012 0.00220423 0.0355599 0.00154022 0.000984795 -0.0521844 -0.0988471 0.00145563 0.0353959 -0.0444899 0.000577417 0.00230372 -0.0135532 -0.0250852 -0.0155493 0.0271101 -0.00568205 0.0112585 0.0974621 -0.00804337 internal_weight=0 13479.7 921.993 12557.7 799.816 652.886 367.629 217.197 285.257 192.491 25.4616 11757.9 229.494 11528.4 11398.2 100.05 73.9227 11298.2 284.97 61.2619 11013.2 9973.21 1047.12 815.774 678.391 231.35 573.334 375.182 68.6384 306.543 internal_count=86175 85835 7305 78530 7332 5751 2159 1394 3592 3155 109 71198 1086 70112 69301 429 310 68872 1333 284 67539 60835 6330 5188 4486 1142 3695 2083 352 1731 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=31 num_cat=0 split_feature=1 9 1 0 2 8 3 8 9 9 9 8 9 9 7 3 4 3 7 5 4 1 1 9 9 9 6 9 9 9 split_gain=22.0721 20.1327 32.1583 51.4294 25.8487 32.0655 26.0764 29.1139 38.6793 57.6162 40.6129 37.1782 27.2333 25.8167 23.5092 22.8404 22.5392 34.4293 27.8536 21.4547 24.6255 43.7933 51.3677 48.5151 50.633 46.7986 37.0541 32.7579 27.9759 34.1756 threshold=1.0000000180025095e-35 1.0049744844436648 66.99499893188478 0.039999742060899741 77.08499908447267 27.513094805000005 7.752199888229371 62.490172530000002 1.048164486885071 1.0215296745300295 1.162797808647156 73.35557599000002 1.3131380677223208 1.1594565510749819 88.358043670654311 1.224454998970032 0.34634999930858618 0.10500000044703485 110.93072891235353 2.5273933410644536 0.030000999569892887 211.64724731445315 132.85200500488284 1.137657165527344 1.5024287104606631 1.5271995663642886 58.975288391113288 1.3393588662147524 1.6318134069442751 1.4775379896163943 decision_type=10 2 10 10 8 10 10 10 2 2 2 10 2 2 8 10 8 10 8 8 8 10 10 2 2 2 8 2 2 2 left_child=-1 2 3 15 5 -3 7 8 9 -6 13 -9 -12 -10 -4 -2 17 -7 -19 -8 21 22 23 -21 26 -26 -25 -28 29 -22 right_child=1 4 14 -5 6 16 19 11 10 -11 12 -13 -14 -15 -16 -17 -18 18 -20 20 28 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.087423611293418219 -0.092467328461972781 -0.11469662492459065 0.16923054363384923 -0.10883068275286219 0.020730665443077854 0.093558116605536465 -0.015897998402906888 -0.079805853961554096 0.048654178145640659 -0.072799308097098711 -0.033732924407514513 -0.016561912960696215 0.10080760767246809 0.27415281762257121 -0.078448052446695171 0.17947749602217208 0.04101086686703817 0.018264512667143865 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internal_value=0 -1.39013e-05 -0.0384908 0.0414976 0.000375405 0.0170279 -0.000791187 -0.016106 -0.0012164 -0.0292798 0.0227845 -0.0352656 -0.0171944 0.0556032 -0.0683539 0.134976 0.0198224 0.00735193 -8.57183e-05 0.000578125 0.00171897 -0.0131387 -0.0189814 -0.00738833 -0.0203362 0.00961227 -0.0486593 0.0692939 0.0032716 0.00263171 internal_weight=0 13440.4 134.627 36.5982 13305.8 871.109 12434.6 1020.55 574.264 264.728 309.536 446.282 139.545 169.991 98.0283 22.5661 853.012 536.976 494.326 11414.1 10674.9 1009.99 936.28 752.051 596.924 290.137 306.787 24.5054 9664.95 9530.14 internal_count=86175 85665 965 351 84700 5794 78906 6487 3085 1467 1618 3402 840 778 614 134 4992 3437 3236 72419 67436 9732 9329 7704 6860 2354 4506 144 57704 56963 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=31 num_cat=0 split_feature=3 0 9 9 0 5 7 6 5 9 9 5 8 8 3 1 8 8 9 6 9 1 1 6 4 8 9 8 9 8 split_gain=20.3217 43.6504 28.6478 35.6379 21.2949 30.8882 21.1215 21.7828 20.0137 19.8872 56.3226 80.3505 75.3588 84.3904 68.9502 57.4122 50.547 106.307 93.3309 69.8495 63.4866 52.1737 50.312 42.3608 40.3503 39.4022 71.0756 55.0613 88.7965 71.5341 threshold=6044.5651855468759 0.10766500234603883 1.0580517053604128 1.087821424007416 -0.019999990239739415 2.4400500059127812 93.618850708007827 54.098665237426765 2.310500025749207 1.2112911343574526 1.1761901974678042 2.6995050907135014 84.486923110000006 87.291245100000012 77.274997711181655 70.68500137329103 71.67887041500002 75.559999525000009 1.1477001309394839 53.275117874145515 1.0861997008323672 137.54299926757815 132.85200500488284 52.197921752929695 0.089007500559091582 68.343569515000027 1.3295322060585024 72.669456165000014 1.2342023253440859 83.282422660000023 decision_type=8 10 2 2 8 10 8 10 10 2 2 8 10 10 10 10 8 8 2 10 2 10 8 10 10 10 2 10 2 10 left_child=4 -2 6 -4 5 8 -3 -8 -1 10 16 12 -12 -14 -13 -16 24 19 20 -18 22 -21 -19 -22 -6 26 -11 -27 29 -29 right_child=1 2 3 -5 9 -7 7 -9 -10 25 11 14 13 -15 15 -17 17 18 -20 21 23 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-0.026912114103982556 -0.0006739476655138176 0.10948916388508144 -0.13954108181923572 -0.040352241109335649 0.012282063371783206 -0.06159478392606086 -0.10504702050251891 0.037950629294192531 0.10887639548703605 -0.012635526873186254 -0.021642819560141788 0.088693112484596645 0.1293051650408292 -0.10388802547788611 -0.072766337852699883 0.039092166746425482 -0.08001133590520132 -0.096133776841690111 -0.048834744362532073 0.023714999767122442 0.015698961424081656 -0.077641810519846963 0.31868527040901257 0.071253175391117654 -0.0068914429025083712 0.033217735782162298 -0.10259532298685042 -0.075160267055951469 0.0018122245473081045 0.035712146916158302 leaf_weight=23.130796171724796 515.09754239022732 14.668051227927206 57.145470891147852 98.937396168708801 3257.040430502966 119.00068007037044 20.186009734869003 22.555908259004354 20.451103404164314 932.45398148149252 415.97139509767294 263.55811341665685 71.48584757745266 19.822114106267691 55.621076555922627 262.11955069564283 322.40632820874453 57.194001158699393 239.62936846585944 160.68282194435596 458.68047544034198 74.255790889263153 3.0813706368207923 195.86691819131374 1655.488193962723 464.00554449856281 96.958410098217428 272.59429810941219 3180.0200941152871 73.986768329516053 leaf_count=124 3331 71 321 1327 15924 726 281 105 111 7903 2026 1316 368 609 329 1706 2063 475 1939 702 2834 348 16 923 8289 2462 4430 1445 22853 818 internal_value=0 -0.0164319 -0.0544513 -0.0766675 0.000741486 -0.035217 0.00594885 -0.0295838 0.0368076 0.00120796 0.00446414 0.0254981 -0.00358498 0.0786811 0.0508779 0.0195111 0.000900012 -0.0150897 0.00517409 -0.0497913 0.0232794 -0.00832031 -0.0749276 0.032323 0.00582072 -0.00366521 -0.0211087 0.000834482 -0.00342628 -0.0514917 internal_weight=0 728.59 213.493 156.083 12695.5 162.583 57.41 42.7419 43.5819 12532.9 7512.9 1088.58 507.279 91.308 581.299 317.741 6424.33 1511.8 954.452 557.345 714.823 234.939 60.2754 654.547 4912.53 5020.02 1029.41 3990.61 3526.6 346.581 internal_count=86175 5436 2105 1648 80739 961 457 386 235 79778 39867 6354 3003 977 3351 2035 33513 9300 6187 3113 4248 1050 491 3757 24213 39911 12333 27578 25116 2263 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=31 num_cat=0 split_feature=3 0 2 0 9 3 5 8 6 1 7 5 8 2 0 5 9 7 6 0 4 7 3 9 9 9 8 9 9 6 split_gain=19.4247 19.1653 19.4521 26.5584 27.1513 26.9982 24.4954 34.2504 30.017 23.649 23.3173 29.0252 24.7681 23.5046 23.0366 42.4755 31.1558 40.6173 24.7513 22.8985 20.7428 27.9729 20.7331 23.5669 48.7672 36.0375 33.1011 51.083 46.011 23.9981 threshold=0.076200000941753401 1.7934499979019167 184.97500610351565 0.25002999603748327 1.6105579137802126 0.10500000044703485 2.5699650049209599 2.0011106370000005 57.435873031616218 53.155000686645515 105.86622238159181 2.4801000356674199 43.356953145000013 16.724999427795414 0.33003500103950506 2.7025200128555302 1.0727607607841494 85.489490509033217 51.485130310058601 0.78017500042915355 0.1060033328831196 92.615818023681655 10.810550212860109 1.1510209441185 1.1980048418045046 1.1777723431587221 62.490172530000002 1.054794490337372 1.0198619961738589 55.172666549682624 decision_type=10 10 10 10 2 10 8 10 10 10 8 10 10 10 10 8 2 10 10 10 8 10 10 2 2 2 8 2 2 8 left_child=-1 2 3 4 -2 -5 7 -4 14 -10 13 12 -12 -7 22 18 20 -18 -16 -19 -17 -22 23 26 25 -25 27 28 -8 -27 right_child=1 -3 6 5 -6 10 8 -9 9 -11 11 -13 -14 -15 15 16 17 19 -20 -21 21 -23 -24 24 -26 29 -28 -29 -30 -31 leaf_value=-0.10305892576424613 0.013868017236645842 -0.07490719113472942 0.33485112924551819 0.074979079286526834 0.10329021437218214 0.14049347589950117 0.017563989694569473 -0.015685990112794212 -0.054845459473679206 0.027002006611531765 -0.110718582239217 -0.051587190125851237 0.018132952049520746 0.0016868646290021582 -0.04695427117675155 -0.067062803753091524 -0.078855508682833808 0.067482760763260805 0.0070826083445242874 -0.15363129588418281 0.10275217016126376 -0.14461751839616119 -0.001470981187561525 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3.19783e-05 0.0218068 -0.00964051 -0.0280473 0.00457347 0.00546658 -0.00140609 0.0142929 0.0398487 0.0535317 -0.00533718 0.0637164 -0.0220547 0.0471594 -0.00303797 -0.0192818 0.00482114 0.0610128 -0.0329257 -0.0133864 -0.0378953 0.1209 internal_weight=0 13340.2 13306.1 2478.76 1600.74 878.014 10827.3 1241.38 9585.92 593.86 838.534 377.987 158.435 460.547 8992.06 846.693 367.828 301.243 478.864 279.723 66.5858 26.2375 8145.37 716.626 259.031 96.757 457.595 299.515 221.502 49.2924 internal_count=86175 85117 84766 15227 9627 5600 69539 8487 61052 3184 5406 2704 1041 2702 57868 5574 2330 2008 3244 1859 322 141 52294 4364 1627 486 2737 1492 1141 227 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=31 num_cat=0 split_feature=9 2 1 9 8 8 9 9 9 9 9 7 3 9 6 8 9 4 1 1 3 8 3 8 1 9 9 9 9 9 split_gain=19.0027 17.8858 23.0842 19.4968 24.1903 51.5961 48.9631 41.4256 40.9207 37.5597 35.7545 34.4118 30.0046 49.8212 26.8158 22.8205 58.6125 24.6888 48.2395 31.366 28.0585 27.0351 23.4199 21.4884 20.4189 20.0549 31.6356 22.1242 51.7381 39.8741 threshold=1.0016464591026308 482.65499877929693 181.95790100097659 1.6808274388313296 86.904427585000022 83.282422660000023 1.1477001309394839 1.0895128250122073 1.5085163712501528 1.5335874557495119 1.1209892034530642 89.156623840332045 20.062123298645023 1.6318134069442751 52.786998748779304 60.522278915000008 1.0531262755393984 0.079994998872280135 65.658298492431655 44.649999618530281 3.3227499723434453 57.40847612000001 1.4608800411224367 53.814256215000007 44.649999618530281 1.5271995663642886 1.5525022745132449 1.1929618716239931 1.1644290089607241 1.1209892034530642 decision_type=2 8 10 2 8 10 2 2 2 2 2 10 10 2 8 10 2 10 8 10 10 10 10 10 10 2 2 2 2 2 left_child=-1 2 3 4 5 15 10 -7 -8 -10 11 -6 -11 -14 -9 17 -17 18 -2 -19 -20 23 -18 -21 -13 27 -27 28 29 -24 right_child=1 -3 -4 -5 6 7 8 14 9 12 -12 24 13 -15 -16 16 22 19 20 21 -22 -23 25 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.095700789058202562 0.10579218127555218 -0.0030318177514818911 0.049625236575581953 0.09722336417270977 0.071788801473827074 -0.12512476901040803 -0.10477282988230746 0.097994511857009525 0.15298126379725011 -0.095224501458525915 0.10544526429703056 -0.16910973130590923 -0.075176840164733374 0.081357352152786916 0.030036710795063218 -0.10434464722505549 -0.047172098274937478 -0.096233989240230688 -0.034725561343867471 0.00066881169859732154 0.02390515499289356 0.039317466782741395 0.013009298759761746 -0.053935715428424763 -0.020408539892460123 0.17358758910129538 0.019299712779625364 -0.011056908592055804 0.043439976298156054 -0.03279956587596549 leaf_weight=20.789761273190379 65.374855235219002 7945.4164261403494 110.74494366114959 22.097614604979753 28.896689223125577 15.940521799027918 84.267927857581526 66.290549479424953 11.940362289547918 47.853025943040848 41.140008486807346 13.916038803756235 39.913090992718935 41.446696639060974 467.93274550139904 57.575882699340582 111.51106687635183 33.114772330038249 94.443104702979326 641.12833141814917 601.30764992535114 165.7000598013401 479.43017626740038 81.195671558380127 27.448049001395702 15.72707838565111 85.747019273228943 1290.0219613211229 302.70353514701128 314.7738416865468 leaf_count=340 299 52487 937 116 259 104 3774 341 62 234 297 71 340 234 2229 444 834 561 455 3020 2881 724 2352 416 156 150 576 8480 1436 1566 internal_value=0 -2.05211e-05 0.00444363 0.00349035 0.00309406 0.00487954 -0.0228272 0.0337294 -0.0496301 -0.01671 0.0314088 -0.011942 -0.032391 0.00456557 0.0384694 0.00122216 -0.00454739 0.0103364 0.0236635 -0.000675699 0.0159465 0.00288771 -0.00233735 -0.00546923 -0.0704358 -0.000328201 0.0432122 -0.00217921 0.00826144 -0.00514653 internal_weight=0 13305 5359.58 5248.84 5226.74 4889.92 336.822 550.164 225.421 141.153 111.401 70.2608 129.213 81.3598 534.223 4339.76 2657.49 1682.26 761.126 921.139 695.751 888.024 2599.91 722.324 41.3641 2488.4 101.474 2386.93 1096.91 794.204 internal_count=86175 85835 33348 32411 32295 26868 5427 2674 4644 870 783 486 808 574 2570 24194 15838 8356 3635 4721 3336 4160 15394 3436 227 14560 726 13834 5354 3918 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=31 num_cat=0 split_feature=1 5 4 9 1 0 2 0 9 8 5 1 3 1 8 9 9 8 6 3 8 2 0 3 6 9 9 8 8 7 split_gain=18.2624 16.7871 29.5945 15.5677 31.3181 24.1653 22.5778 23.3146 18.0598 40.4113 32.3466 28.7956 26.1796 19.9627 25.4918 39.8646 17.8673 102.736 55.1401 49.7753 82.3387 53.8372 45.7268 45.563 40.6399 28.8634 25.252 48.634 103.956 38.0876 threshold=1.0000000180025095e-35 2.7694165706634526 0.04389650002121926 1.0049744844436648 54.73500061035157 0.1998868137598038 21.717584609985355 1.7934499979019167 1.018160939216614 51.21285000000001 2.4904099702835087 88.472000122070327 2.920450091362 132.85200500488284 41.376632000000008 1.0116130113601687 1.0465513467788699 50.568756935000003 57.302055358886726 85.202899932861342 37.490001645000007 35815.000000000007 0.30001319944858557 6758.4301757812509 54.950485229492195 1.024965286254883 1.1243017911911013 65.243336400000018 62.490172530000002 101.54062652587892 decision_type=10 10 10 2 10 10 8 10 2 8 8 10 10 10 10 2 2 10 8 10 8 10 8 10 10 2 2 10 8 8 left_child=-1 3 -3 4 5 -2 -5 8 9 10 -8 12 -12 14 -13 -16 17 19 -19 24 21 25 -20 -22 -10 -21 -18 28 29 -28 right_child=1 2 -4 6 -6 -7 7 -9 16 -11 11 13 -14 -15 15 -17 26 18 22 20 23 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.083522635309268553 0.14569241219997817 -0.092944072626153493 -0.0034494891690894413 0.04251966759197872 -0.055322633912886145 -0.13455331258570521 -0.0871827498664276 -0.10782057686065277 -0.060339116900954427 0.11793552432597579 -0.053997823297493357 0.024920760904372924 0.076114943975883378 0.046303284486137623 -0.10695504657163257 0.010853296724640605 0.0085478128531059072 -0.1179649957341089 0.051726890075861814 -0.11186845509594441 0.094356251963769247 0.20957169166140868 -0.054738231940942475 -0.010954450616634677 0.016258039352651379 -0.010995873839996053 0.0093992081335125752 0.0016252859099721848 -0.062404099487304909 -0.032171924776512616 leaf_weight=26.225280395243317 14.452537638135256 53.259555778466165 120.66396667249501 128.17688439833 107.10672415513545 3.9091542810201636 31.141134538687766 19.898023393936455 145.39273530989885 38.481930270791054 17.998722687363625 87.909443780779839 109.81130070984364 70.045057788491249 56.078554257750511 58.88325347006321 3141.1563594471663 105.73041528090835 52.041613087058067 35.313364736735821 180.38174433261156 9.8245332688093168 179.44535052776337 53.200248539447784 132.29369354993105 144.1895125284791 775.03994883969426 6684.1555255157873 394.08020157320425 307.96982138231397 leaf_count=510 99 1164 1539 869 701 69 292 206 704 189 78 416 509 348 239 286 15353 627 314 188 938 47 923 232 604 665 4619 44147 7512 1788 internal_value=0 8.3757e-06 -0.0308549 0.000418633 -0.0346365 0.0860289 0.000758044 0.000340844 0.000508846 0.0197408 0.0109911 0.0186204 0.0577919 0.000275834 -0.015616 -0.0466138 -0.000224184 -0.0127814 -0.0581318 0.00904706 0.0306457 -0.018365 -0.0308033 0.0703709 -0.0238472 -0.0308404 0.00092885 -0.00200359 -0.018425 -0.00242216 internal_weight=0 13258 173.924 13084.1 125.468 18.3617 12958.6 12830.5 12810.6 470.349 431.867 400.726 127.81 272.916 202.871 114.962 12340.2 1037.81 337.217 700.596 422.909 189.327 231.487 233.582 277.686 179.503 11302.4 8161.25 1477.09 1083.01 internal_count=86175 85665 2703 82962 869 168 82093 81224 81018 2357 2168 1876 587 1289 941 525 78661 5242 1864 3378 2070 900 1237 1170 1308 853 73419 58066 13919 6407 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=31 num_cat=0 split_feature=3 2 7 6 9 7 1 0 9 9 9 8 8 9 9 9 1 4 8 9 7 9 1 7 8 9 6 0 0 4 split_gain=16.32 14.7584 44.2363 32.3575 33.351 29.0554 19.6298 19.0761 24.8948 24.5743 39.6137 27.3281 21.0603 30.6128 24.1028 19.2358 38.8418 29.1681 27.9585 25.7057 22.9513 22.5003 22.151 18.319 18.1655 27.5425 20.3302 20.8254 18.1316 25.6347 threshold=0.076200000941753401 3759.551635742188 89.338031768798842 53.894306182861335 1.2869567275047304 95.30426406860353 81.06995010375978 0.080014999955892577 1.1276808977127077 1.067902743816376 1.0861997008323672 59.698715195000005 8.0257143200000005 1.024965286254883 1.0777724981307986 1.1392991542816164 127.39005661010744 0.054864000529050834 66.889917430000011 1.1259250044822695 105.58964920043947 1.0845726132392886 184.69504547119143 93.006793975830092 2.0011106370000005 1.0349020361900332 57.514093399047859 0.2443000674247742 0.18000015616416934 0.15003500133752826 decision_type=10 10 8 8 2 10 10 10 2 2 2 10 10 2 2 2 10 10 10 2 8 2 8 10 10 2 8 10 8 8 left_child=-1 2 -2 6 24 -6 23 8 9 -8 -11 -12 13 -9 -14 16 17 -16 -17 21 22 -19 -18 -3 -5 -26 27 -27 29 -4 right_child=1 3 28 4 5 -7 7 12 -10 10 11 -13 14 -15 15 18 20 19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.10274796374475344 0.029741656440439759 -0.070159342455436077 0.0025345120343194839 0.23700242742467995 -0.036512494330633687 0.043028189076174776 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38.816624421626329 234.8054361641407 291.49303945526481 56.423078073188663 7041.3703886214644 488.14330758713186 leaf_count=1058 3612 862 17813 26 2042 481 149 34 2299 134 221 93 464 68 437 1795 293 26 3831 47 17 106 27 108 249 1231 1375 298 44250 2729 internal_value=0 -2.79891e-05 0.00153604 -0.00716386 0.00761884 -0.0206031 -0.0163714 -0.0129387 -0.0310764 0.00617753 0.0298253 -0.0126763 -0.00512766 0.108381 -0.00709904 -0.00182814 0.0249071 0.0527649 -0.0104349 -0.0200233 -0.0435818 -0.0687204 -0.0597442 -0.055409 0.0205708 0.0192287 0.0246618 0.0059749 9.00638e-05 0.006236 internal_weight=0 13223.6 10846.3 2377.28 912.405 287.013 1464.87 1346.47 405.312 124.345 96.9204 67.2144 941.162 16.0667 925.095 835.956 203.579 144.716 632.377 39.8816 58.8629 29.155 55.167 118.398 625.392 621.538 582.722 291.229 10317.4 3276.03 internal_count=86175 85117 68404 16713 5702 2523 11011 10041 2896 597 448 314 7145 102 7043 6579 953 616 5626 179 337 132 320 970 3179 3153 2904 1529 64792 20542 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=31 num_cat=0 split_feature=9 2 6 1 3 5 1 0 7 4 0 9 9 9 1 6 3 8 8 8 3 9 9 9 9 9 9 2 0 4 split_gain=15.5139 14.9839 26.8064 20.607 25.4837 19.6296 27.5233 27.9409 29.1727 31.1246 24.5026 23.962 19.5225 28.6593 18.9561 17.7027 27.6277 30.4109 67.9497 58.0402 80.8889 77.2485 73.8139 151.18 128.62 136.461 174.135 67.6301 56.5898 67.6169 threshold=1.0016464591026308 112.51330184936525 59.189291000366218 54.73500061035157 11.237450122833254 2.4702500104904179 137.54299926757815 0.48205000162124639 100.61675262451173 0.089999500662088408 -0.037466512992978089 1.2425089478492739 1.1644290089607241 1.137657165527344 1.0000000180025095e-35 55.052148818969734 8.2114148139953631 72.792983550000017 68.343569515000027 78.435385745000019 79.180000305175795 1.087821424007416 1.1761901974678042 1.2161991596221926 1.2442238926887514 1.2728846073150637 1.3796529173851015 7304.7746582031259 0.30999997258186346 0.049823999404907234 decision_type=2 8 10 10 10 8 8 10 10 10 8 2 2 2 10 10 10 8 8 10 10 2 2 2 2 2 2 10 10 10 left_child=-1 2 -2 -4 -5 6 12 8 11 -10 -7 -8 13 -3 -12 16 -16 18 -18 20 22 -21 -19 -24 -25 -26 -27 -28 29 -23 right_child=1 5 3 4 -6 10 7 -9 9 -11 14 -13 -14 -15 15 -17 17 19 -20 21 -22 28 23 24 25 26 27 -29 -30 -31 leaf_value=-0.091504745930863635 0.018277176075309657 -0.025618616124036788 -0.079348186308435084 0.02708689584939046 -0.02608217803612032 -0.05262810590584819 0.084078276528827517 -0.037293472885886046 0.48904844347158249 0.094820756274843321 -0.094617642015072459 -0.11220571532393285 -0.059297741855603908 0.13830593077086289 -0.021405990387017577 0.0074006434895460098 -0.001368514453393724 -0.081375979505230164 0.029032103440845072 -0.12536436107597113 -0.044738100895681393 0.00069807323750490594 0.12772516633430722 -0.13118094727080834 0.1225938283574229 -0.11170933369092291 0.072299657197575182 -0.057890021682195147 -0.069635404340857784 0.047125925072777991 leaf_weight=18.559978351928294 1026.5092900861055 68.734197707846761 40.7835888331756 151.79863599780947 221.95094163157046 89.419190452434123 27.789173871278763 38.00120956543833 3.2570877335965616 5.1999251339584589 21.168078479357064 8.0128242522478086 178.28324978332967 12.624294981360434 679.61561277508736 2568.1264393571764 3293.9142574714497 90.977885578759015 946.49537167139351 46.103088766336441 773.18084833445027 1836.4547617807984 99.614888210315257 71.674913444090635 90.418002290651202 120.75733678974211 156.14384501427412 53.597809568047523 96.409582115709782 378.30717801209539 leaf_count=340 6692 509 519 926 1269 530 160 354 24 36 439 70 1552 57 4710 14530 20026 640 4693 342 7252 12812 471 425 411 1388 792 491 1278 2437 internal_value=0 -1.41713e-05 0.00960997 -0.0118526 -0.00448752 -0.00119406 -0.024804 0.0256031 0.0796067 0.246651 -0.000486738 0.0401481 -0.0407741 -0.00018265 -7.49693e-05 0.000102108 -0.00204402 -0.000410221 0.00541716 -0.00688972 -0.0225848 0.00280699 0.00248669 0.0153701 -0.00735101 0.0137351 -0.0160465 0.0390307 0.00536375 0.00862849 internal_weight=0 13195.3 1441.04 414.533 373.75 11754.3 341.902 82.2602 44.259 8.45701 11412.4 35.802 259.642 81.3585 11323 11301.8 8733.67 8054.05 4240.41 3813.64 1456.37 2357.27 683.185 592.207 492.592 420.917 330.499 209.742 2311.17 2214.76 internal_count=86175 85835 9406 2714 2195 76429 2762 644 290 60 73667 230 2118 566 73137 72698 58168 53458 24719 28739 11870 16869 4618 3978 3507 3082 2671 1283 16527 15249 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=31 num_cat=0 split_feature=4 3 5 8 7 8 9 8 9 0 9 7 8 0 3 6 4 1 2 0 9 9 2 9 9 8 6 9 9 9 split_gain=14.4523 40.9826 25.434 20.6613 19.5264 19.2868 90.0611 62.7364 72.7233 42.5537 71.5677 42.2467 39.9242 32.1295 31.8816 31.2329 27.189 26.2496 24.9285 26.1556 30.2602 28.2422 42.4215 46.5806 41.4316 28.1474 26.4946 23.5255 26.8577 26.4271 threshold=0.020010000094771389 800.78533935546886 2.740015029907227 88.018790025000015 93.559375762939467 78.435385745000019 1.087821424007416 77.190249095000013 1.1092507839202883 0.21000001579523089 1.1342637538909914 86.751735687255874 82.251262175000008 0.86050000786781322 35.073699951171882 50.471309661865241 0.059998499229550369 99.708000183105483 47.444999694824226 0.30999997258186346 1.1477001309394839 1.2375842332839968 482.65499877929693 1.222699046134949 1.2924330830574038 81.360097850000017 52.938869476318366 1.0316978693008425 1.0711222887039187 1.1293502449989321 decision_type=8 8 8 10 8 10 2 8 2 8 2 10 10 10 10 8 10 10 8 10 2 2 10 2 2 10 10 2 2 2 left_child=1 2 4 -3 -1 7 -7 13 -9 10 -8 -12 17 15 -14 27 -16 -13 -11 21 26 22 23 25 -23 -20 -21 -2 -29 -30 right_child=5 3 -4 -5 -6 6 9 8 -10 18 11 12 14 -15 16 -17 -18 -19 19 20 -22 24 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.023274146451753699 0.078340359843918808 -0.089036297201837367 -0.10165311585060488 -0.0075706282881552768 -0.041153903827145212 -0.12273508486730547 0.086866130967137647 0.056893603011000431 -0.084356435572920746 0.047583951898862401 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57.571667298674583 217.74208948016167 leaf_count=1894 113 1584 586 545 945 420 935 427 4303 654 1378 61 450 1102 3359 53802 1452 47 282 165 1847 1074 1405 247 3021 1164 139 316 261 2197 internal_value=0 -0.0176528 0.00248674 -0.0623599 0.0102695 0.0004829 0.0078278 -0.00158627 -0.0545333 0.0103008 0.0261742 0.0148844 0.02214 -0.000389556 0.0261533 0.000270398 0.0303205 -0.103215 0.000507717 -0.0026201 -0.0365799 0.00223148 -0.012964 0.00995475 0.0156117 0.0245951 0.0193271 -0.028788 -0.0349547 -0.0216165 internal_weight=0 455.171 313.808 141.363 291.986 12690.5 2789.32 9901.19 218.842 2737.47 1044.48 880.664 793.578 9682.35 768.959 9556.92 738.046 24.619 1692.98 1587.51 198.445 1389.06 650.412 360.27 738.651 309.038 65.0692 356.105 336.722 275.314 internal_count=86175 5554 3425 2129 2839 80621 18100 62521 4730 17680 7682 6747 5369 57791 5261 56689 4811 108 9998 9344 2151 7193 3098 1693 4095 1446 304 2887 2774 2458 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=31 num_cat=0 split_feature=2 0 2 3 5 8 9 9 9 8 9 5 1 1 3 9 6 6 5 7 5 9 4 0 7 1 2 9 8 1 split_gain=14.0254 12.3644 13.3186 22.7405 18.2297 21.4177 17.778 39.3241 33.0696 17.2097 34.084 17.0854 18.1337 14.9661 25.2069 17.9965 24.0501 22.6639 20.4309 15.4367 14.4308 23.1766 23.7834 20.5229 19.8852 28.7002 16.9131 14.5716 21.3201 41.8385 threshold=0.7215000092983247 1.7934499979019167 112.51330184936525 1283.7388305664065 2.6200132369995122 39.379337840000005 1.0777724981307986 1.087821424007416 1.0465513467788699 61.319998600000012 1.0596722364425661 2.6823101043701176 138.72499847412112 117.84069824218751 2.2710633277893071 1.0333229303359988 58.384933471679695 60.300041198730476 2.4801000356674199 98.729282379150405 2.4702500104904179 1.2425089478492739 0.087293002754449858 -0.079846628010272966 103.0540237426758 133.79336547851565 31414.053710937504 1.2079980969429018 56.065080170000009 166.61599731445315 decision_type=10 10 10 8 10 10 2 2 2 10 2 10 10 10 10 2 8 8 10 10 8 2 10 8 10 8 10 2 10 10 left_child=-1 2 3 4 5 -2 8 -8 13 10 11 12 -6 14 -7 17 -17 18 19 -16 21 22 27 -22 -23 -26 -24 -4 29 -29 right_child=1 -3 20 -5 9 6 7 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 23 24 26 -25 25 -27 -28 28 -30 -31 leaf_value=-0.091231394953893985 -0.078596965108537253 -0.064919966803283241 0.10735146279719508 -0.093971201888557121 -0.11483097031850205 -0.04929499911724268 -0.11961898075363607 0.01325858473340278 0.096834625311782163 -0.03773831718513454 0.07157980187544441 0.062699858133632089 0.028267185099829114 0.062915828262233603 -0.17265900895847908 0.15241734413932961 -0.093209828527518454 0.067855018082393373 0.036511227044177301 0.0064377037810240886 -0.062711964926522687 -0.071463914540604384 -0.02683859164560469 -9.5350182427899135e-05 -0.023320208856997676 0.23531269463952023 0.21757763184755069 0.0067225977158760835 -0.072841103667162163 0.46527077656047089 leaf_weight=16.880239151418209 23.398200031369925 29.289615170098841 28.052326260134578 21.013762393966317 28.980646453797817 55.684240441769361 22.972838938236237 729.87105134315789 71.882715798914433 135.59520831331611 54.412365168333054 12.372135281562803 12.752332299947737 67.475952140986919 10.960640072822573 4.8808981701731708 21.747321277856827 102.72930170595646 31.035565674304962 8.5798380821943265 52.587633244693279 112.37490122579038 128.20462966896594 11257.721342004836 27.003336291760206 5.1011197678744784 2.8950864262878886 9.172076568007471 15.389357820153235 2.5410383716225615 leaf_count=1130 513 323 152 133 131 332 112 4091 378 1519 244 60 60 321 51 24 104 492 148 40 296 978 865 73076 219 29 17 92 228 17 internal_value=0 -2.01315e-05 0.000125448 0.00928161 0.0108366 0.0161 0.0180646 0.00920386 0.0358545 -0.0139853 0.0156947 -0.0405077 -0.0711045 0.0213922 0.00950073 0.0276963 -0.0481869 0.0408768 -0.0139211 -0.0940212 -0.000988565 -0.0215782 0.00173679 -0.000386488 -0.0516345 0.0177743 -0.0214411 0.0568294 0.00453661 0.1062 internal_weight=0 13086.7 13057.4 1416.35 1395.33 1151.22 1127.82 752.844 374.976 244.113 108.517 54.1051 41.733 303.094 235.618 179.934 26.6282 153.305 50.576 19.5405 11641 330.734 186.255 11310.3 144.479 32.1045 131.1 55.1548 27.1025 11.7131 internal_count=86175 85045 84722 8753 8620 6606 6093 4203 1890 2014 495 251 191 1512 1191 859 128 731 239 91 75969 2597 1371 73372 1226 248 882 489 337 109 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=31 num_cat=0 split_feature=3 1 8 9 9 7 8 9 9 9 7 9 9 0 4 1 2 1 5 3 5 7 7 7 5 4 9 9 8 8 split_gain=13.0163 16.1008 13.228 35.0904 94.7893 28.9169 26.0908 20.0185 25.7099 50.475 43.8569 38.0527 51.7186 42.6275 27.6117 31.0015 24.6459 25.0936 20.6293 20.2905 19.9247 19.0423 18.6397 17.558 16.7672 18.8823 36.7662 50.212 21.9777 55.468 threshold=33278.830078125007 108.57004928588869 87.321885330000015 1.5024287104606631 1.1392991542816164 103.21296691894533 88.435926750000007 1.6201764941215517 1.4775379896163943 1.5024287104606631 93.006793975830092 1.4366575479507449 1.4225609302520754 0.14000999927520755 0.079994998872280135 105.00469970703126 257.26513671875006 96.005779266357436 2.5699650049209599 1632.7188110351565 2.7499500513076787 97.277572631835952 105.58964920043947 103.21296691894533 2.4702500104904179 0.059998499229550369 1.5900974869728091 1.6483626961708071 87.887373765000021 87.622871280000012 decision_type=8 8 8 2 2 8 10 2 2 2 10 2 2 10 10 10 10 10 10 10 10 10 10 10 8 10 2 2 10 10 left_child=2 -2 7 4 6 20 -4 8 11 -10 -11 12 -1 -13 -12 16 17 23 -9 -17 24 -21 -18 -16 -5 26 28 -28 29 -26 right_child=1 -3 3 5 -6 -7 -8 18 9 10 14 13 -14 -15 15 19 22 -19 -20 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.0011859978184443204 0.0006624931117750185 -0.053748844314561353 -0.0083515819493271796 -0.1391153948217323 -0.10219034149797489 -0.063887377534062151 0.092516846365241018 -0.03176091707267064 -0.10018679783137302 -0.10007089915368501 -0.05661454698777111 0.05917489259420592 -0.1016227620967888 -0.059816167671154191 0.15159065623846915 0.066094982665115654 -0.035728380106729997 -0.045161246780498508 0.070840888050522549 0.073691516350618602 -0.095250592304554335 0.44887899733324571 0.18738962009452453 -0.027566695023605949 -0.11849531039092996 0.067007265185169168 -0.11444822036554694 0.0090129584204032328 0.02858752944212465 0.35383824817400483 leaf_weight=11302.076454677619 118.53405319945887 100.48783563403413 107.81801818311214 6.9209121167659751 131.96036992920563 57.501963011920452 33.645860962569714 26.239296391606331 72.079966135323048 43.696821192279458 52.854182169772685 200.55634374916553 49.144029087387025 35.424285680055618 24.309685459360484 56.201940455473959 100.06093663815409 15.233123831450937 77.404465414583683 2.6026185452938071 16.912351422011852 2.8169059529900551 3.889857940375804 7.0585493147373191 3.9840785004198533 66.137684352695942 46.865077462047338 110.88019679486752 205.60262636095285 6.613188274204731 leaf_count=62445 971 1155 1228 38 8385 342 278 196 1192 1201 890 1148 697 826 138 469 781 105 490 20 303 21 28 91 32 345 506 566 1245 43 internal_value=0 -0.0243016 0.000283126 -0.0122126 -0.0412279 0.00300267 0.015639 0.00110589 0.000726929 -0.0248399 -0.00724818 0.00156716 0.000740897 0.0413125 0.00805609 0.0241661 -0.000288955 0.0601397 0.0448654 0.0839141 0.0112936 0.268703 -0.0273793 0.111276 0.0153247 0.0177535 0.00904226 -0.0276665 0.035826 0.176263 internal_weight=0 219.022 12866.5 794.842 273.424 521.418 141.464 12071.6 11968 380.805 308.725 11587.2 11351.2 235.981 265.028 212.174 150.552 46.6014 103.644 61.6215 463.916 5.41952 103.951 31.3682 447.004 440.083 373.945 157.745 216.2 10.5973 internal_count=86175 2126 84049 13311 9891 3420 1506 70738 70052 4936 3744 65116 63142 1974 2543 1653 1143 334 686 510 3078 41 809 229 2775 2737 2392 1072 1320 75 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=31 num_cat=0 split_feature=9 2 7 8 1 0 4 3 9 7 0 9 6 1 0 8 6 5 5 8 0 2 0 6 1 6 3 8 9 3 split_gain=12.9297 12.4827 17.8683 16.1918 32.3179 33.6952 37.3119 34.327 31.4552 29.6434 22.9399 22.5191 35.6265 22.0639 21.6976 21.3655 28.6204 20.6407 20.3993 20.7489 19.8676 19.7815 19.3423 17.0425 16.1301 19.7664 15.6336 15.3711 17.2935 15.3012 threshold=1.0016464591026308 17553.171875000004 88.037700653076186 37.490001645000007 96.603199005126967 0.10999006778001787 0.085270501673221602 126.61664962768556 1.0399255156517031 100.03244400024415 0.54959002137184154 1.0580517053604128 53.69075012207032 118.14445114135744 0.46677000820636755 40.321323380000003 61.834878921508796 2.6582233905792241 2.6451699733734135 27.513094805000005 0.091900084167718901 5487.8325195312509 0.28496499359607702 50.17073059082032 178.82440185546878 52.311855316162116 50.295619964599616 2.3897644095000001 1.0299918651580813 206.50534820556643 decision_type=2 8 8 10 8 8 10 10 2 10 10 2 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 8 2 10 left_child=-1 3 -3 4 8 6 21 10 9 20 -7 12 13 -9 -11 16 -5 -15 -13 -20 -2 -6 -10 -24 27 -26 -25 28 -4 -14 right_child=1 2 24 15 5 7 -8 11 22 14 -12 18 29 17 -16 -17 -18 -19 19 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31 leaf_value=-0.08815325320418986 0.056253087215085686 -0.042930472748705081 0.027719834452869435 0.0640426018618106 0.14428330497184158 0.015288001287524423 -0.028133156595131423 -0.028371069867739421 -0.0054030179901777492 0.20969432096085777 -0.13779756205126678 -0.097251716545631792 -0.11686023799729001 0.1454032100458296 -0.10164296275022951 0.0012815544673148646 -0.12038760815634862 -0.077327912142404753 -0.051826951049644465 0.10911348859900455 -0.10095170258044378 -0.028710065859609758 -0.11064517404958706 -0.10705226348982129 0.19344374382212787 0.016585661000879642 0.085608932978347776 -0.011580939330474221 0.26144181887429063 -0.024026349661126614 leaf_weight=16.667610690928996 9.9060274194926006 153.90541395079345 13.083500082604589 92.603491418063641 29.551259338855743 134.74742071377113 46.18086077272892 22.937235049903393 54.798971329815686 7.2100049331784231 10.555472597014157 134.83912632800639 32.036503970623016 22.543155640363697 3.2463283259421587 11402.097697458696 9.2551148347556573 5.1023854389786711 63.506583318114281 9.1669095605611783 42.659528756979853 8.5144893378019315 5.0836247503757468 4.4070933759212485 8.6508512347936612 23.448429878801107 95.054531142115593 544.44003565050662 4.1763450279831877 39.826320350170135 leaf_count=340 65 1333 284 449 139 1453 213 128 447 37 93 2725 139 99 319 71645 46 29 292 42 458 58 22 21 42 116 411 4520 20 190 internal_value=0 -2.10143e-05 -0.0125657 0.000742446 -0.0131827 -0.0259996 0.0322872 -0.0363318 0.0190667 -0.0407379 0.00416716 -0.0541662 -0.020157 0.0441363 0.113035 0.00168888 0.0472848 0.104295 -0.0742338 -0.0315262 -0.0713263 0.105588 0.0427199 0.0679443 -0.00469557 0.0642494 0.0770722 -0.00863554 0.0842733 -0.0654118 internal_weight=0 13033.5 747.705 12285.8 781.874 559.508 84.2466 475.261 222.366 63.0219 145.303 329.958 122.446 50.5828 10.4563 11504 101.859 27.6455 207.513 72.6735 52.5656 38.0657 159.344 104.545 593.799 32.0993 99.4616 561.7 17.2598 71.8628 internal_count=86175 85835 6315 79520 7380 5600 410 5190 1780 879 1546 3644 585 256 356 72140 495 128 3059 334 523 197 901 454 4982 158 432 4824 304 329 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=31 num_cat=0 split_feature=1 9 9 8 6 5 1 0 3 3 4 8 9 7 8 0 7 9 4 9 1 8 9 7 9 8 3 8 2 8 split_gain=12.5418 12.0129 21.0994 43.4976 30.1575 20.1979 41.4383 28.6551 26.5417 25.4569 19.4065 29.3002 30.2708 29.1058 20.585 19.7826 22.3157 19.5315 19.3686 19.2558 25.1799 18.1573 18.1107 17.8447 17.6913 94.4495 79.9678 49.4318 31.7386 29.343 threshold=1.0000000180025095e-35 1.0066126585006716 1.018160939216614 48.197255490000011 61.553859710693366 2.5491399765014653 82.676879882812514 0.19511013478040698 417.16500854492193 0.6850000023841859 0.065000999718904509 44.077775450000011 1.016515374183655 93.435150146484389 41.376632000000008 0.27005000412464147 106.59830856323244 1.0116130113601687 0.079994998872280135 1.016515374183655 128.74700164794925 41.920930845000008 1.0083022713661196 92.152797698974624 1.0465513467788699 56.807741540000009 89.33499908447267 37.490001645000007 814.69497680664074 47.632367260000002 decision_type=10 2 2 8 10 10 10 10 10 10 10 10 2 10 10 10 10 2 10 2 10 10 2 8 2 10 10 8 10 10 left_child=-1 5 3 4 10 6 7 9 -7 -2 11 21 22 19 -15 17 -17 -16 -10 20 23 -3 -13 -12 25 26 28 -28 -4 -29 right_child=1 2 24 -5 -6 8 -8 -9 18 -11 13 12 -14 14 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=-0.075950514958979878 -0.11791264505182902 0.016025040918911417 -0.022800154270690792 0.10756626584811749 -0.1102527025011765 0.062839633367673328 -0.12309896506672982 -0.097301481279928756 0.066544646752209169 0.081545707007616874 0.0051583269606675294 -0.15632177476924558 0.11692969008520637 0.065415056994772625 -0.10347358806383776 -0.14941645559483252 0.071081167672926299 0.073720192259028455 -0.11145556767178411 -0.25040397859045327 0.13302494544627153 0.11866805334554192 -0.0047216271889453203 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0.0170486 0.038917 0.00530662 -0.00840872 0.0207203 -0.0212991 -0.091145 0.0288349 -0.0590421 -0.0704406 -0.0496522 0.0854074 -0.0196112 -0.0795259 -0.000379869 -0.012808 -0.00310972 0.0236469 -0.0345887 0.0474807 internal_weight=0 13013.4 12826.9 420.729 368.251 186.482 111.57 64.1887 74.9122 43.6765 348.593 187.514 108.833 161.079 109.609 56.4951 23.6067 32.8885 29.4246 51.4702 46.1403 78.6811 88.9716 39.6554 12406.2 1048.57 949.43 513.21 436.22 322.822 internal_count=86175 85665 84360 2380 2121 1305 821 520 484 300 1956 911 514 1045 519 264 104 160 135 526 494 397 410 461 81980 5780 5051 2580 2471 1658 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=31 num_cat=0 split_feature=3 4 8 5 0 1 8 1 1 3 7 6 0 8 9 4 9 9 8 9 9 6 7 9 8 9 9 7 7 1 split_gain=11.7949 11.7284 28.7711 34.0873 29.5949 30.4376 27.7493 23.952 28.959 31.7173 29.4053 18.3384 15.6521 42.7339 87.106 45.4218 43.435 38.7407 41.1631 33.5713 35.0689 33.2087 31.4883 28.5819 78.606 31.9289 42.3057 51.1111 28.031 28.0254 threshold=0.076200000941753401 0.030000999569892887 52.66233285500001 2.7493449449539189 0.052429858595132835 211.64724731445315 46.426018395000007 132.85200500488284 109.12834930419923 1097.6350097656252 88.037700653076186 1.0000000180025095e-35 0.21000001579523089 75.139998530000014 1.0895128250122073 0.15003500133752826 1.1342637538909914 1.1426048278808596 87.598326995000008 1.0777724981307986 1.0116130113601687 51.26618957519532 94.889053344726577 1.6201764941215517 86.805891860000017 1.2610664963722231 1.2661221623420718 91.929523468017592 101.26604461669923 42.885000228881843 decision_type=10 8 10 8 10 10 10 10 10 10 10 10 8 10 2 8 2 2 10 2 2 10 10 2 10 2 2 8 10 8 left_child=-1 2 6 4 -4 7 -2 8 10 11 -6 -10 13 15 -15 21 -16 -18 23 20 -17 -3 -21 24 25 -19 -27 -28 -22 -24 right_child=1 12 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 16 19 17 18 -20 22 28 -23 29 -25 -26 26 27 -29 -30 -31 leaf_value=-0.1024229416653914 -0.034267280255922558 -0.031104077350291942 -0.062441610137425635 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151.4738494604826 2822.4922351278365 33.697491116821766 87.457791268825531 40.000029824674129 4.7731067389249793 51.348521113395691 108.25421082228422 19.917571783065796 207.62574630323797 leaf_count=1058 100 3087 880 1609 1064 242 175 1206 62 787 2147 2073 46162 394 849 72 111 1548 1289 716 1051 16162 162 525 835 24 230 498 90 967 internal_value=0 -2.69888e-05 -0.0103342 -0.0144785 -0.0101095 -0.00389751 0.0578926 -0.00811834 0.000106143 0.0230562 -0.0197019 0.0401772 0.000848436 0.00538543 0.0251627 0.000740206 0.0325899 0.0221916 0.0267899 0.027219 0.0628581 -0.00381375 0.0101779 0.0362547 0.026956 0.0387535 0.00351414 0.0122874 0.0720726 0.0316905 internal_weight=0 12998 1017.53 959.265 910.363 813.766 58.2687 776.768 637.027 295.107 341.919 231.869 11980.4 4651.58 884.744 3766.84 837.802 693.225 667.953 552.77 178.812 3214.07 373.958 583.179 495.721 455.721 164.376 159.603 171.391 241.323 internal_count=86175 85117 10345 10070 8461 7581 275 7339 6133 2922 3211 2135 74772 28610 6303 22307 5909 5060 4949 3058 1213 19249 1845 3660 3135 2300 752 728 1141 1129 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=31 num_cat=0 split_feature=3 3 3 6 7 9 7 9 8 7 2 7 6 1 8 9 9 5 2 6 8 8 9 3 1 9 9 8 9 4 split_gain=10.6528 11.6404 36.5083 33.6213 24.6688 24.2565 20.2324 23.5545 17.3737 23.1135 17.5587 22.1234 16.4278 15.1422 65.1192 100.452 55.5038 48.1157 53.2686 35.5909 35.3965 62.292 70.8255 41.1398 33.8094 36.1916 47.7604 55.3021 72.857 53.7102 threshold=0.076200000941753401 0.10500000044703485 1.4608800411224367 51.424877166748054 107.47714233398439 1.3079319000244143 88.358043670654311 1.2887282371520998 82.251262175000008 92.792285919189467 39.329999923706062 104.20518112182619 59.189291000366218 97.810398101806655 46.426018395000007 1.0531262755393984 1.018160939216614 2.5699650049209599 370.52030944824224 59.624731063842781 44.85843363 52.371645130000012 1.1477001309394839 97.74499893188478 66.378250122070327 1.2161991596221926 1.1727803349494936 71.361888165000025 1.1342637538909914 0.089999500662088408 decision_type=10 10 10 10 8 2 10 2 10 10 10 8 10 8 10 2 2 10 10 10 10 10 2 10 10 2 2 10 2 10 left_child=-1 3 8 -2 5 6 -5 -8 10 -10 11 12 -3 14 19 16 -16 18 -18 -4 -15 22 23 -22 -17 26 27 -26 -29 -30 right_child=1 2 13 4 -6 -7 7 -9 9 -11 -12 -13 -14 20 15 24 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.1022298000994238 -0.075551468312445358 0.030800622671678841 0.04272545236804922 0.13495523004611107 0.078345161034851299 0.11809146958620804 0.0020512709844583798 -0.15910075147878933 0.058613607173742678 -0.098405455998401531 -0.083212684180277677 -0.036309225801591606 0.35377954886123619 -0.022466976135307511 0.040811949488598703 -0.013367131365358035 0.0092115784883882567 -0.10828049084112275 -0.076514646067657094 -0.053132703769112388 0.011680549782541367 -0.0037520073635374527 -0.070299689779427563 0.074562811653298727 0.024397833007254864 -0.0020023391730379148 0.040654132212887488 0.010148229201040672 -0.070380574572288787 0.061980980949825459 leaf_weight=10.205972094554452 33.875104801729321 3.9827210688963524 532.18782657012343 10.71983966976404 76.741867681965232 19.638831749558449 172.82123984955251 9.5722754523158056 31.74716885946691 13.303133948706089 101.00895736925304 50.616269012913108 2.6047786027193069 835.93647635215893 67.70845402777195 883.43723156070337 142.59509357437491 126.47254918143153 147.42244689166546 41.773281663656235 180.42828880995512 4840.6493254625238 57.493343107402325 245.74869010597467 957.16368639096618 1948.0039377431385 604.57566431630403 541.8213361389935 237.03641021065414 35.211290190927684 leaf_count=1058 379 40 2838 86 367 95 858 47 204 99 845 479 16 7006 325 6151 718 787 753 232 867 35198 359 1279 4275 13484 3229 2647 1290 164 internal_value=0 -2.39139e-05 -0.000503622 0.0187107 0.0297408 0.0122087 0.00144084 -0.00640622 -0.0425417 0.0122466 -0.0581425 -0.0138741 0.15851 0.000184051 0.00364551 0.000408013 -0.0431593 -0.0568104 -0.034365 0.0357488 -0.0033365 -0.000332944 0.0338856 0.0479407 0.00445914 0.00810138 0.0163858 0.00810222 -0.0110578 -0.0532615 internal_weight=0 12952.3 12628.9 323.369 289.494 212.752 193.113 182.394 203.263 45.0503 158.213 57.2038 6.5875 12425.7 6265.41 5691.45 484.199 416.49 290.018 573.961 6160.26 5324.32 483.67 426.177 5207.25 4323.81 2375.81 1771.23 814.069 272.248 internal_count=86175 85117 83285 1832 1453 1086 991 905 1683 303 1380 535 56 81602 36893 33823 2583 2258 1471 3070 44709 37703 2505 2146 31240 25089 11605 8376 4101 1454 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=31 num_cat=0 split_feature=9 5 1 3 0 3 9 8 6 2 5 3 5 8 8 1 4 9 0 6 9 9 9 8 9 8 8 6 6 6 split_gain=10.5895 17.2955 35.1885 27.0579 22.1006 19.9203 17.2502 35.2184 23.2586 17.5122 21.6439 17.9964 40.3314 28.1963 54.0284 26.4181 26.2964 22.9003 20.1294 18.1212 17.9984 27.3405 101.276 51.4569 42.9938 36.3177 32.8411 27.878 22.3251 19.0867 threshold=1.0066126585006716 2.5541366338729863 82.676879882812514 417.16500854492193 0.19511013478040698 0.6850000023841859 1.018160939216614 48.197255490000011 61.553859710693366 55.204999923706062 2.5500099658966069 12.087590217590334 2.6227700710296635 53.385573055000009 60.076609070000011 80.055000305175795 0.046223001554608352 1.0662164688110354 1.0000000180025095e-35 49.875751495361335 1.6024157404899599 1.1744956374168398 1.1946979165077212 75.559999525000009 1.0760917663574221 78.435385745000019 60.968498590000003 59.624731063842781 62.784885406494148 51.796979904174812 decision_type=2 10 8 10 10 10 2 8 10 8 10 10 10 10 10 8 8 2 10 10 2 2 2 10 2 10 10 8 10 10 left_child=1 2 4 -3 5 -1 7 8 -2 10 -8 12 13 17 15 -15 -16 -11 -14 -20 21 23 27 24 26 -25 -18 -23 -26 -28 right_child=6 3 -4 -5 -6 -7 9 -9 -10 11 -12 -13 18 14 16 -17 20 -19 19 -21 -22 22 -24 25 28 -27 29 -29 -30 -31 leaf_value=-0.11586089500321867 0.015582819444020526 0.062865582396683536 -0.11494855789971091 -0.064183459477557755 -0.085371804541299043 0.070260795798459869 0.031595683805284568 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num_leaves=31 num_cat=0 split_feature=4 1 9 8 9 8 9 6 8 9 5 5 6 5 8 9 0 9 9 9 2 9 8 9 9 6 8 9 9 1 split_gain=10.0724 30.5837 32.367 15.2584 72.6598 53.2914 75.8266 36.7556 34.1817 30.6588 29.8429 23.3784 22.3228 22.5714 28.4808 34.2878 22.1081 21.9268 21.7313 30.8179 38.7143 32.1992 33.5847 75.785 34.1427 36.4116 31.4121 37.1663 44.1896 36.6564 threshold=0.020010000094771389 211.64724731445315 1.5024287104606631 78.435385745000019 1.087821424007416 76.526457160000021 1.1010892987251284 50.844892501831062 80.732610590000021 1.4462668895721438 2.599985003471375 2.5099099874496464 50.680240631103523 2.7161099910736088 65.094124090000022 1.2762882113456728 1.3024500012397768 1.0316978693008425 1.1043708920478823 1.1392991542816164 123.49499893188478 1.1744956374168398 86.904427585000022 1.5024287104606631 1.1996469497680666 60.596574783325202 81.947250455000017 1.2610664963722231 1.214552164077759 84.454883575439467 decision_type=8 10 2 10 2 8 2 8 10 2 10 10 8 10 10 2 10 2 2 2 10 2 10 2 2 8 10 2 2 10 left_child=1 2 -1 5 -5 12 10 -6 -9 11 -7 -8 13 17 -15 -16 -14 -2 -10 20 -20 -21 24 -24 25 -23 -26 28 -28 -29 right_child=3 -3 -4 4 7 6 9 8 18 -11 -12 -13 16 14 15 -17 -18 -19 19 21 -22 22 23 -25 26 -27 27 29 -30 -31 leaf_value=-0.06299155994175247 0.056624482651101905 0.054963872240967417 -0.0025988934691067314 -0.11880412512411881 0.046997870926474158 0.14326015986695648 -0.086301588519467121 0.061951583225691199 -0.057023128431203822 0.10964197423702247 -0.12055818739340329 0.015879826252784345 0.0012094405010571936 -0.02650725747661109 0.083212973551129124 -0.089351135323505582 -0.068155266694611527 -0.053508646706482532 0.13862287312892957 -0.030591097182908106 0.022389435465084602 0.11985484329837602 -0.10309847788642722 0.0027759042011646722 -0.042467688106812874 0.016186997354109892 -0.051570163401335571 -0.051716055839332115 0.062792333921548413 0.010726440765788457 leaf_weight=141.58802680624649 19.790506448596716 54.513212801888585 237.76877440698445 45.121947230771184 234.25262986402959 26.035636226646606 190.70280384621583 102.86983562260866 58.697556518018246 9.4575594589114171 5.1331373713910571 25.369558545295149 8996.7704651472159 131.08811664301902 61.066418960690498 14.189908808097242 46.1846471009776 208.85912591591477 33.20986945182085 284.80851100292057 208.95718882977962 58.921507455408573 85.684553043916821 320.48060987703502 112.51302328705788 79.72178640961647 39.750130340456963 107.97506518289447 225.23353132605553 727.06772170029581 leaf_count=3220 121 324 2010 420 1564 184 4506 510 277 59 71 225 53420 1219 347 315 511 1543 157 1538 982 337 3851 1961 482 381 206 544 1305 3585 internal_value=0 -0.0150749 -0.0251394 0.000424701 0.00703852 -0.00142687 -0.0463856 0.00915716 0.005533 -0.0665905 0.0998123 -0.0743042 -0.000209219 -0.0223366 0.00164214 0.0506753 0.000855177 -0.0439762 0.00305596 0.00459974 0.0383292 0.000599959 0.00565501 -0.0195593 0.0132344 0.0602444 0.00785925 0.0130068 0.0456368 0.00265232 internal_weight=0 433.87 379.357 12459.9 2725.27 9734.65 256.699 2680.14 2445.89 225.53 31.1688 216.072 9477.95 434.994 206.344 75.2563 9042.96 228.65 2343.02 2284.32 242.167 2042.16 1757.35 406.165 1351.18 138.643 1212.54 1100.03 264.984 835.043 internal_count=86175 5554 5230 80621 18100 62521 5045 17680 16116 4790 255 4731 57476 3545 1881 662 53931 1664 15606 15329 1139 14190 12652 5812 6840 718 6122 5640 1511 4129 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=31 num_cat=0 split_feature=4 7 8 8 0 7 3 8 9 8 9 9 8 5 9 3 9 9 9 8 9 9 9 9 9 8 9 9 9 1 split_gain=9.97049 36.192 29.4172 33.4193 27.3347 28.3466 25.9204 18.4897 67.4844 55.6603 99.9495 79.6287 91.3072 74.5967 48.2912 46.6732 40.4516 62.7786 50.6598 46.4705 53.6244 64.9986 39.7775 45.6548 37.868 77.5149 69.7948 64.655 64.5739 86.2889 threshold=0.098001997917890563 92.556716918945327 13.758170855000001 83.123132410000011 0.21962000429630282 86.454730987548842 0.10500000044703485 72.669456165000014 1.2924330830574038 65.504867765000014 1.1043708920478823 1.1644290089607241 60.182958530000008 2.7169150114059453 1.2905700802803042 43.264999389648445 1.1143009066581728 1.1392991542816164 1.1243017911911013 70.628452205000016 1.1644290089607241 1.2375842332839968 1.0695490241050722 1.0943974852561953 1.1761901974678042 75.559999525000009 1.1043708920478823 1.1392991542816164 1.1929618716239931 104.39070129394533 decision_type=10 10 8 10 10 10 10 8 2 10 2 2 10 10 2 10 2 2 2 10 2 2 2 2 2 8 2 2 2 10 left_child=7 2 4 6 -2 -6 -4 8 9 11 15 -1 14 16 -13 -11 -12 18 -18 20 -19 -22 -17 -24 25 26 -9 -27 29 -26 right_child=1 -3 3 -5 5 -7 -8 24 -10 10 13 12 -14 -15 -16 22 17 19 -20 -21 21 -23 23 -25 28 27 -28 -29 -30 -31 leaf_value=0.0084941775890570378 0.18187848824058742 0.0010011901753615609 0.058755469899838021 0.041425721591523523 -0.095840724253397375 0.099600957806943488 -0.041441135746675066 0.0208736443348118 -0.043514172697449789 -0.075455153452315057 0.11065400071578529 -0.0079517068853787228 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51 12314 156 588 470 78 3451 541 5747 610 234 2752 1496 1070 41 322 188 227 260 639 1431 487 656 249 962 3742 2000 2093 27904 556 internal_value=0 -0.0051677 -0.0248751 -0.0299797 0.0563257 0.00445933 -0.0369888 0.00143501 0.00567957 0.00840642 0.026161 0.00182938 -0.0325217 0.0432248 -0.00331336 -0.0193005 0.0282843 0.0215726 -0.0483143 0.0348497 0.0179695 0.0314326 0.00433697 0.0211366 -0.00297937 -0.0181663 -0.0561124 -0.00150149 0.00217538 0.0564426 internal_weight=0 2976.98 709.71 667.734 41.9762 29.7049 608.049 9867.97 5030.75 4766.54 1288.43 3478.11 565.169 936.807 369.86 351.625 731.696 676.567 108.014 568.553 421.581 368.999 247.461 210.501 4837.22 1225.79 374.056 851.738 3611.43 206.72 internal_count=86175 17108 4794 4195 599 548 3607 69067 31269 25522 6373 19149 4289 4536 2793 1837 3466 3232 448 2784 2145 1918 1227 905 37798 8376 2541 5835 29422 1518 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=31 num_cat=0 split_feature=2 7 1 9 3 9 8 9 9 7 8 9 5 2 9 9 6 9 1 9 8 9 9 5 8 2 8 9 9 8 split_gain=9.90243 19.1451 17.3117 19.1659 15.2252 14.744 16.2529 26.931 35.6331 33.6695 26.8893 25.2083 24.5176 29.5956 33.7072 26.3203 22.8443 19.3461 22.9964 18.4295 16.2158 21.3403 15.3006 48.0241 30.6869 26.1134 23.0433 29.3408 78.5728 54.6759 threshold=624.97500610351574 89.084224700927749 181.95790100097659 1.0943974852561953 22.061336517333988 1.6808274388313296 86.904427585000022 1.1442847251892092 1.5085163712501528 95.67389297485353 83.282422660000023 1.0895128250122073 2.5799700021743779 257.26513671875006 1.1392991542816164 1.1442847251892092 58.975288391113288 1.2627818584442141 64.890895843505874 1.1209892034530642 84.859308435000017 1.2964575886726382 1.3720922470092776 2.341500043869019 71.67887041500002 157.91999816894534 73.722831840000012 1.2762882113456728 1.2476399540901186 77.190249095000013 decision_type=8 8 10 2 10 2 8 2 2 8 10 2 10 10 2 2 10 2 10 2 10 2 2 10 10 10 10 2 2 10 left_child=1 -1 5 -4 -5 6 10 9 -9 19 22 -12 13 14 -13 -16 -10 -14 -19 -8 -17 -22 26 -24 -25 -26 -3 28 -28 -30 right_child=-2 2 3 4 -6 -7 7 8 16 -11 11 12 17 -15 15 20 -18 18 -20 -21 21 -23 23 24 25 -27 27 -29 29 -31 leaf_value=0.041507646295372326 -0.0026945393126194817 0.0018793511885371234 0.086339661942611765 0.082192407912135113 -0.019748279760777476 0.085893595589537325 -0.091412748002261512 -0.10284901014221655 0.012406334969713323 0.061100746432032144 -0.11308373729713356 0.11128132468046646 0.093251150463777771 -0.012638080974333008 -0.088630945736267466 0.054097012772414237 -0.078997311251696969 -0.16459685080615027 0.038954652763162088 0.069402262027441597 -0.070978629509790669 0.06325687085272394 0.088609951120602881 -0.10224812003760507 0.0615523087111731 -0.0071046230515311717 -0.021097322162497951 -0.065123492226508969 0.13823112127523318 -0.0001563112141298466 leaf_weight=125.64242801256478 6817.4481143502053 3378.7511698738672 50.570542894303799 19.830540993250906 56.094249248737469 20.501931291073561 30.781871899962425 66.559144973987713 96.7383329924196 68.931453000754118 13.555862059816716 49.720741987228394 80.022598527371883 225.8000007905066 20.451156973838806 105.75206308066845 38.117242883890867 6.0199673175811759 71.131701339036226 9.2729921042919141 28.68753894418478 20.169826980680227 78.351887365803123 26.309919068124145 74.561256870627403 215.54705647751689 761.75888301059604 106.34297147020698 56.127736732363701 58.105621479451656 leaf_count=919 47273 18552 453 130 560 119 182 4229 679 592 113 211 522 1044 84 497 217 27 375 72 134 122 458 1489 338 1219 4238 736 263 328 internal_value=0 0.00288573 0.00205404 0.0386449 0.00687727 0.00124315 0.000938015 -0.0213113 -0.0429787 0.0187315 0.00222237 0.0217871 0.0247953 0.0129327 0.0386195 0.017982 -0.0134291 0.0588025 0.023072 -0.0541829 0.0320844 -0.0155621 -0.000333582 0.0185188 0.00116269 0.010541 -0.00204012 -0.0155212 -0.00949958 0.0678394 internal_weight=0 5960.21 5834.57 126.495 75.9248 5708.07 5687.57 310.401 201.415 108.986 5377.17 621.311 607.756 450.581 224.781 175.061 134.856 157.174 77.1517 40.0549 154.609 48.8574 4755.86 394.77 316.418 290.108 4361.09 982.335 875.992 114.233 internal_count=86175 38902 37983 1143 690 36840 36721 5971 5125 846 30750 3129 3016 2092 1048 837 896 924 402 254 753 256 27621 3504 3046 1557 24117 5565 4829 591 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=31 num_cat=0 split_feature=9 2 8 3 0 4 5 9 9 4 0 7 8 7 8 3 8 1 6 2 4 7 8 8 0 2 3 8 5 2 split_gain=9.93701 10.032 16.7715 16.3962 12.4828 12.3227 11.6476 11.6003 24.2096 10.8705 10.2703 10.1144 10.7659 11.6353 15.4954 11.4345 10.4996 9.50929 12.5281 13.9181 9.34658 31.7085 37.7511 20.9524 20.4852 23.2999 20.7339 24.183 21.2988 19.0065 threshold=1.0016464591026308 39.329999923706062 42.537642925000007 91.358718872070327 1.7934499979019167 0.070001501590013518 2.4801000356674199 1.6105579137802126 1.3359628319740298 0.28014999628067022 0.19511013478040698 93.857128143310561 49.585035525000009 100.03244400024415 49.976338770000005 15.033600330352785 51.21285000000001 1.0000000180025095e-35 54.590385437011726 646.41448974609386 0.098001997917890563 92.556716918945327 13.758170855000001 47.827284630000008 0.24224997311830523 5687.0505371093759 30.295001029968265 2.2389488170000003 2.6422950029373173 870.12850952148449 decision_type=2 8 10 10 10 8 10 2 2 10 10 8 10 8 10 8 10 10 10 10 10 10 8 10 8 10 10 10 10 10 left_child=-1 2 10 5 9 6 -4 8 11 17 -2 -7 -13 15 -15 -14 -16 18 -3 -20 -19 22 -22 -24 25 -23 28 -28 29 -26 right_child=1 4 3 -5 -6 7 -8 -9 -10 -11 -12 12 13 14 16 -17 -18 20 19 -21 21 24 23 -25 26 -27 27 -29 -30 -31 leaf_value=-0.083885233031836384 0.011694581121044127 -0.10617612389108283 -0.15550693314372618 -0.11656080146814454 -0.10574422930141265 0.13968203286709066 0.018983094201733716 0.12389805306303395 -0.071615144569379577 -0.089591868924307067 -0.084246202612795085 0.088148513461495409 0.006068242086830709 -0.094528473384850695 0.22682245170203996 -0.16095017007520213 0.037627396015265407 0.001334342224691713 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66.1047 29.3405 27.8137 22.0291 21.8031 21.7388 21.3873 50.6754 24.1702 22.1124 20.191 49.2695 18.9848 threshold=24812.035156250004 0.1799832955002785 1.0580517053604128 74.04019927978517 1.096052408218384 52.669942855834968 157.25249481201175 1.0016464591026308 84.02875137329103 723.62567138671886 71.956893920898452 1.0232319235801699 0.055105000734329231 1.1392991542816164 1.1243017911911013 57.044835510000006 76.526457160000021 0.24000012129545215 83.598192555000011 0.098001997917890563 1.1477001309394839 1.2627818584442141 74.198335955000019 13.005650043487551 0.20001550018787387 1.0895128250122073 430.78500366210943 1.1744956374168398 1.1946979165077212 1.0845726132392886 decision_type=8 10 2 8 2 10 10 2 10 10 10 2 8 2 2 10 10 8 10 10 2 2 10 10 8 2 10 2 2 2 left_child=7 3 -3 -2 -4 -5 -7 -1 9 -9 11 -10 -13 14 23 -15 19 21 -16 22 -19 -18 -17 -14 25 -25 -27 -24 -29 -26 right_child=1 2 4 5 -6 6 -8 8 10 -11 -12 12 13 15 18 16 17 20 -20 -21 -22 -23 27 24 29 26 -28 28 -30 -31 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105.011 internal_count=86175 2457 630 1827 362 1609 425 83718 83424 6748 76676 9525 9160 8088 2342 5746 5473 2055 419 3418 1583 472 1962 1923 1216 765 344 1225 1106 451 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=31 num_cat=0 split_feature=2 7 6 9 3 9 8 8 9 1 9 8 5 9 9 8 4 1 7 2 7 0 7 9 3 1 3 4 5 3 split_gain=8.79378 31.8695 17.9696 30.9145 23.6055 16.3458 37.8242 43.08 30.2153 21.6607 31.3784 20.8049 22.4152 37.9609 28.6545 18.3528 17.852 24.0308 17.816 16.1298 16.1151 23.7321 19.5572 16.0321 17.7721 16.7229 15.9255 15.7538 14.6859 14.4096 threshold=2742.005004882813 91.929523468017592 53.997543334960945 1.2851773500442507 26.961949348449711 1.0711222887039187 55.434759575000008 45.692128230000002 1.0861997008323672 141.08250427246097 1.0861997008323672 65.094124090000022 2.7192049026489262 1.2762882113456728 1.5776674151420595 73.244465885000011 0.043460499495267875 211.64724731445315 85.489490509033217 20875.949218750004 96.07342910766603 0.082314997911453261 88.711933135986342 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threshold=0.030000999569892887 2.7552750110626225 52.371645130000012 0.052429858595132835 46.426018395000007 211.64724731445315 128.74700164794925 109.43389892578126 1097.6350097656252 86.751735687255874 93.496208190917983 0.028823500499129299 0.20998344570398333 75.139998530000014 1.087821424007416 0.15003500133752826 1.1342637538909914 2.5099099874496464 1.1426048278808596 75.01961497500001 1.4775379896163943 87.716260455000011 51.514183044433601 73.662002563476577 1.0777724981307986 96.002998352050795 1.0116130113601687 101.26604461669923 56.91405105590821 2.689985036849976 decision_type=8 8 10 10 10 10 10 10 10 10 10 10 8 10 2 8 2 10 2 10 2 10 10 8 2 10 2 10 8 8 left_child=1 2 4 -4 -1 6 7 9 -9 -5 -8 -11 13 15 -15 19 -16 -18 -19 22 24 -20 -2 -24 26 -26 -17 -28 -29 -14 right_child=12 -3 3 5 -6 -7 10 8 -10 11 -12 -13 29 14 16 20 17 18 21 -21 -22 -23 23 -25 25 -27 27 28 -30 -31 leaf_value=-0.036979847171957958 -0.022146351256442268 -0.084671031571162264 -0.056857361974709114 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28114 6045 22069 5691 4843 4389 19036 3033 4281 18698 15148 2943 1733 1210 1139 89 47703 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=31 num_cat=0 split_feature=5 3 3 3 6 7 9 7 9 2 9 7 4 8 9 1 1 8 9 9 5 2 8 8 9 9 4 9 8 9 split_gain=8.56614 8.34062 8.49254 26.168 23.4919 18.6987 20.38 16.7204 19.9129 14.3491 17.3815 13.2115 15.1532 12.3159 12.1497 11.1673 10.5816 54.2725 82.6286 41.6688 39.5369 43.3041 28.4679 44.1127 54.1324 34.6778 26.895 26.6541 26.0305 22.8254 threshold=1.9605000019073489 0.076200000941753401 0.10500000044703485 1.4608800411224367 51.424877166748054 107.47714233398439 1.3079319000244143 88.358043670654311 1.2887282371520998 21.717584609985355 1.0049744844436648 102.42935180664064 0.34634999930858618 81.360097850000017 1.1477001309394839 86.798252105712905 97.810398101806655 46.426018395000007 1.0531262755393984 1.018160939216614 2.5699650049209599 370.52030944824224 44.85843363 52.371645130000012 1.1477001309394839 1.048164486885071 0.10809033364057542 1.1359563469886782 51.21285000000001 1.0083022713661196 decision_type=8 10 10 10 10 8 2 10 2 10 2 8 8 10 2 10 8 10 2 2 10 10 10 10 2 2 10 2 10 2 left_child=-1 -2 4 9 -3 6 7 15 -9 10 -4 -12 -13 -11 -15 -6 17 26 19 28 21 -21 27 24 25 -24 29 -18 -19 -5 right_child=1 2 3 16 5 -7 -8 8 -10 13 11 12 -14 14 -16 -17 22 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.11760837167685878 -0.10210506182256912 -0.067900172436393832 -0.10615053032437712 0.0067039648145715593 -0.001226162011457473 0.067744014531715843 0.10783234924654173 0.00027147342677770377 -0.15166523120071132 -0.072322611625569619 0.18293428406727263 -0.060209337001276036 0.075154292607669579 0.05498641180731955 -0.060443593073220052 0.20254979330004588 -0.016649074968061624 -0.018836829320617879 0.0038691821324010906 0.0076130623194547269 -0.10007759493174979 -0.070455678976719588 0.023815458884974418 -0.0029182073647292537 -0.064231946895323674 0.088696969386532154 0.0085984436939784033 -0.11587952414130923 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723.62567138671886 2.5960299968719487 1.33274382352829 1.1010892987251284 61.931032750000007 1.0083022713661196 1.1946979165077212 1.2342023253440859 42.537642925000007 69.795700073242202 1.1644290089607241 1.1459585428237917 12.087590217590334 2.6227700710296635 1.018160939216614 53.385573055000009 60.076609070000011 0.046223001554608352 138.72499847412112 1.0662164688110354 3.3227499723434453 92.737434387207045 0.34391674399375921 1.0465513467788699 55.995513916015632 70.87353305500001 decision_type=10 10 8 8 8 10 2 2 10 2 2 2 10 10 2 2 10 10 2 10 10 8 8 2 10 10 10 2 10 10 left_child=1 3 -2 4 5 10 7 9 -9 -7 12 -12 13 -1 15 -14 17 18 24 23 22 -22 26 -20 -5 -26 27 -21 29 -19 right_child=2 -3 -4 16 -6 6 -8 8 -10 -11 11 -13 14 -15 -16 -17 -18 28 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.032979836404704727 0.078943895968657377 -0.089988532497581153 -0.079187803899873746 -0.03420816012028137 -0.087580349856721765 0.062414532465987049 -0.084664882147534232 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24.313262686133385 7.7893090657889834 45.540426950901747 102.71330592222512 61.101560107432306 leaf_count=610 28 195 916 283 108 65 667 165 345 392 239 1620 1361 117 404 136 69397 1917 689 176 348 4119 121 90 193 119 44 203 513 595 internal_value=0 4.94782e-05 -0.051488 0.000152503 0.00971634 0.0114027 -0.0109349 0.000704452 0.028587 -0.0375829 0.0170532 0.00179486 0.0268586 -0.0113372 0.0370458 0.028757 -0.000608221 -0.00891556 -0.0183698 -0.0231702 -0.0155212 -0.0247233 0.0427695 -0.0665291 0.0186087 0.0487156 0.0615065 0.0760763 0.00893299 -0.000408775 internal_weight=0 12585.6 28.8628 12571.3 926.262 910.481 183.815 158.754 91.8585 66.8953 726.666 284.285 442.381 93.1447 349.237 285.423 11645 1363.42 891.299 788.889 670.588 579.159 91.4294 118.301 102.41 65.2283 80.4456 72.6563 472.117 369.403 internal_count=86175 85231 944 85036 6229 6121 1634 967 510 457 4487 1859 2628 727 1901 1497 78807 9410 6385 5790 5011 4467 544 779 595 312 423 379 3025 2512 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=31 num_cat=0 split_feature=2 7 8 9 9 8 9 4 0 1 9 3 0 1 8 1 8 9 9 8 8 3 9 9 9 8 8 3 5 3 split_gain=7.58279 21.4149 22.5713 22.8204 20.2825 16.3142 17.0824 15.6588 23.1803 15.0231 14.0628 13.6018 13.4858 12.3445 12.2765 26.8838 26.4041 52.6687 43.4521 41.8487 41.7555 48.3489 40.382 29.2519 29.9941 41.518 27.2689 23.6479 22.4081 21.365 threshold=828.84500122070324 91.294353485107436 62.490172530000002 1.0711222887039187 1.0564270019531252 65.243336400000018 1.099329471588135 0.11328833177685739 0.57029998302459728 76.300849914550795 1.6808274388313296 386.97500610351568 0.16701000928878787 42.885000228881843 44.077775450000011 91.284999847412124 48.197255490000011 1.1459585428237917 1.054794490337372 53.814256215000007 57.044835510000006 28.625000000000004 1.1644290089607241 1.0580517053604128 1.0662164688110354 59.392466590000005 56.807741540000009 61.862352371215827 2.310500025749207 11.237450122833254 decision_type=8 8 10 2 2 10 2 10 10 10 2 10 10 10 10 8 10 2 2 10 8 8 2 2 2 10 10 10 10 10 left_child=1 2 3 4 -1 6 -4 9 13 -7 -3 -11 -6 -9 15 -2 17 -16 26 22 21 -21 27 -22 25 -25 29 -20 -23 -18 right_child=14 10 5 -5 12 7 -8 8 -10 11 -12 -13 -14 -15 16 -17 18 -19 19 20 23 28 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.051615698918479405 0.032825810259899162 0.00049618832742116814 0.13623950865150888 0.11826077081145661 0.065990094120408599 -0.036326112828597261 -0.066506083654156278 0.14166973467480939 0.14550627280594294 0.050999252645770099 0.085784614348524316 -0.012651474886635214 -0.14528495579625797 -0.12390356450240421 0.06341508422671456 -0.025967104222730998 -0.10206173075662228 -0.12006129193443554 0.11805495134210638 0.09618412131092649 -0.17526279171076206 0.021838371644272131 -0.066034789383344991 0.13716975240331453 -0.0010395179972545394 -0.046089150725521472 -0.14038219948246672 0.03806974016025564 -0.08575818957815487 -0.017438995843092397 leaf_weight=65.861710120923817 92.632941468153149 6291.5592071316205 4.6251648068428031 43.475225299596786 4.3651425987482062 32.073416845872998 40.944560144096613 1.9259955724701345 4.7180880457162848 157.15006993478164 19.392265096306801 42.693811837118119 9.8128548562526685 19.182460417971015 127.35078000091016 484.89783900137991 36.24108162894845 17.836958467960358 50.902501508593559 19.848242782056332 9.5581105034798366 22.74446674855426 29.464178383350372 35.618059799075127 4453.5760111431591 18.934342553839087 26.395639803260565 134.98359838873148 129.90957925468683 168.78959702700377 leaf_count=391 811 41242 25 213 20 317 425 14 24 1091 121 526 41 97 578 3937 269 133 226 100 46 265 231 145 32298 108 188 626 817 850 internal_value=0 0.00222441 0.0239025 0.0599386 0.0282597 0.00922792 -0.0459281 0.0189796 -0.0548819 0.0272049 0.000758262 0.0374012 -0.0802373 -0.0996719 -0.0026944 -0.016537 -0.0011809 0.0408742 -0.00236952 -0.000371886 -0.00235102 -0.0506371 0.0427323 -0.000507273 -0.000136757 0.0735633 -0.0447133 0.0599727 -0.069727 -0.0323969 internal_weight=0 6737.78 426.829 123.515 80.0397 303.314 45.5697 257.744 25.8265 231.917 6310.95 199.844 14.178 21.1085 5859.68 577.531 5282.15 145.188 5136.97 4905.54 4690.19 172.502 215.35 4517.69 4508.13 54.5524 231.426 185.886 152.654 205.031 internal_count=86175 44547 3184 665 452 2519 450 2069 135 1934 41363 1617 61 111 41628 4748 36880 711 36169 34862 33779 1182 1083 32597 32551 253 1307 852 1082 1119 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=31 num_cat=0 split_feature=4 5 1 0 3 8 0 8 9 7 8 2 9 6 9 7 8 9 9 9 6 9 8 7 9 8 5 3 8 2 split_gain=7.89732 19.7916 15.461 16.2045 14.2863 13.1101 12.0658 25.926 54.7448 27.5745 29.9761 27.9765 24.5005 38.9175 49.4837 36.8525 21.5016 20.5811 36.3986 41.6785 24.9971 23.8821 59.3224 28.2151 31.4121 28.0054 37.3279 27.4284 32.5005 29.3571 threshold=0.030000999569892887 2.7540049552917485 76.67044830322267 0.052429858595132835 2305.724975585938 52.371645130000012 0.21000001579523089 75.139998530000014 1.087821424007416 93.857128143310561 73.498535265000015 2543.7900390625005 1.2610664963722231 51.853130340576179 1.6201764941215517 93.060775756835952 84.718582635000018 1.558970093727112 1.5147894620895388 1.4775379896163943 54.552045822143562 1.4413009285926821 73.722831840000012 108.62688064575197 1.1043708920478823 73.430923220000025 2.5699650049209599 177.14215087890628 68.854262760000012 4745.8298339843759 decision_type=8 8 10 10 10 10 8 10 2 8 10 10 2 8 2 10 10 2 2 2 10 2 10 8 2 10 10 10 10 10 left_child=1 2 -1 5 -5 -4 7 9 -9 10 11 -2 -10 -14 16 -16 -15 18 19 21 -20 22 25 24 -24 27 -27 28 29 -11 right_child=6 -3 3 4 -6 -7 -8 8 12 17 -12 -13 13 14 15 -17 -18 -19 20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.087071394679959557 0.0099315335119300602 -0.080717045518274286 0.097021446774911591 0.0065439887019808768 -0.029492301078737349 -0.052835182052082375 -0.0019007285354994106 -0.11417036697923291 0.040968303395945892 0.020272585073639528 -0.056409016234704623 -0.021500917534589117 0.06783313274132699 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822 47207 360 3292 4692 856 3997 385 440 245 330 1251 540 91 473 468 588 46 150 846 303 287 4648 605 279 internal_value=0 -0.00874649 -0.00590054 -0.00385135 0.000718654 -0.0429617 0.00066274 0.00471769 0.020753 0.0011215 -0.0108514 -0.00563903 0.0256796 0.00551101 -0.0127157 0.0463276 -0.0443322 0.00739296 0.00893995 0.0067447 0.0796685 0.00870859 0.00627749 -0.0478796 -0.065254 0.0114675 0.0563988 0.00823125 0.0184601 0.0248997 internal_weight=0 966.268 929.512 906.624 811.77 94.8544 11607.6 4495.89 823.579 3672.31 1262.35 1132.75 794.566 342.605 265.08 92.4434 172.636 2409.96 2344.27 2273.7 70.5702 2226.84 2110.53 184.571 154.134 1925.96 129.402 1796.56 1066 938.371 internal_count=86175 10358 9038 8588 7732 856 75817 28610 6303 22307 8291 7435 5943 2651 2266 575 1691 14016 13476 12917 559 12444 11856 1042 892 10814 590 10224 5576 4971 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=31 num_cat=0 split_feature=8 8 9 0 7 6 6 6 8 9 9 3 6 8 1 1 8 6 3 9 9 9 8 8 3 2 8 9 9 8 split_gain=8.18171 28.7734 43.1761 24.0821 23.6543 22.6699 20.6311 17.5107 16.0092 21.5327 20.4215 16.935 14.3925 13.8852 16.2919 13.1702 13.0565 12.9978 12.3387 11.9402 39.6377 34.787 40.9037 29.2901 33.0032 22.6076 21.0747 21.0075 20.7864 40.7391 threshold=87.238997570000009 88.172383900000014 1.6483626961708071 0.35939337313175207 93.204734802246108 50.769674301147468 58.876743316650398 58.665687561035163 88.018790025000015 1.096052408218384 1.5525022745132449 9.5827898979187029 52.404510498046882 87.182795360000014 99.102649688720717 35.254999160766609 87.350006025000013 49.06915473937989 1.9808999896049502 1.4711266160011294 1.4413009285926821 1.5024287104606631 73.430923220000025 74.198335955000019 4107.3850097656259 43.501779556274421 73.638540480000017 1.5525022745132449 1.4145487546920779 76.303434405000004 decision_type=8 10 2 10 10 10 10 8 10 2 2 8 10 10 10 10 10 10 10 2 2 2 10 10 10 8 10 2 2 10 left_child=13 2 5 4 12 8 -6 18 9 -2 15 -11 -4 19 -15 -10 -14 -16 -3 20 28 -21 25 -22 -25 -23 -24 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30.9872 275.961 11711.8 11282.8 428.956 349.309 184.549 168.218 69.2277 280.081 270.922 11098.3 123.22 internal_count=86175 14391 10893 1100 917 9793 427 3498 4149 3954 195 3861 490 71784 323 105 194 247 3162 71461 65715 5746 4254 1409 836 2148 2106 2058 64306 1467 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=31 num_cat=0 split_feature=4 7 8 8 6 0 2 9 8 8 8 3 9 6 8 9 8 9 3 9 9 7 2 9 8 0 9 9 8 9 split_gain=7.43648 23.4218 29.4777 23.4776 20.5202 21.4262 20.2951 22.5296 21.5176 15.6631 19.452 25.3187 16.3997 16.8051 14.7345 51.5457 42.1083 73.7556 61.9792 53.9548 43.5246 35.0668 31.1723 30.2932 54.7123 64.8026 54.6742 53.0184 88.4776 38.0997 threshold=0.098001997917890563 94.200740814208999 13.758170855000001 83.758449285000026 53.860177993774421 0.21962000429630282 8367.0000000000018 1.2358905673027041 61.319998600000012 27.513094805000005 25.090244000000002 277.30780029296881 1.0198619961738589 57.096208572387702 72.669456165000014 1.406809985637665 68.343569515000027 1.2375842332839968 73.653854370117202 1.222699046134949 1.1661193370819094 88.430774688720717 1115.8455200195315 1.1761901974678042 75.559999525000009 -1.0000000180025095e-35 1.1392991542816164 1.1980048418045046 74.879702425000019 1.239249646663666 decision_type=10 10 8 10 8 10 10 2 10 10 8 10 2 10 8 2 10 2 8 2 2 10 10 2 8 10 2 2 10 2 left_child=14 2 4 -4 -2 -6 9 8 -8 10 12 -12 -3 -14 15 16 17 19 -19 -1 22 -21 -18 24 25 -16 -26 28 -25 -29 right_child=1 6 3 -5 5 -7 7 -9 -10 -11 11 -13 13 -15 23 -17 20 18 -20 21 -22 -23 -24 27 26 -27 -28 29 -30 -31 leaf_value=0.004268350044034459 0.10937762354977086 0.07519843823739919 -0.025584659008783917 0.041783038621373829 0.143887341844919 -0.082341375374740122 0.12008065675373339 0.23030206346249071 -0.0069881693730737514 0.0029441155285312931 -0.13504789365217759 0.15596644038248744 -0.045375674784749562 0.030555325790307498 -0.098862639042048672 -0.091602782474744529 -0.016545063881394276 -0.0065315139700938968 -0.08552864118625679 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15.4437 14.3304 14.9192 13.173 29.68 26.194 38.9689 29.773 23.1548 23.9778 20.8095 35.71 20.2322 27.1144 threshold=87.321885330000015 88.172383900000014 1.6483626961708071 0.36834999918937689 88.358043670654311 0.57029998302459728 93.319149017333999 1.0943974852561953 0.019995000213384632 58.876743316650398 56.420606613159187 138.72499847412112 52.311855316162116 1.6105579137802126 1.5653824210166933 423.93499755859381 72.513157530000015 103.38414001464845 94.59625625610353 1.5271995663642886 1.4775379896163943 1.4366575479507449 1.4225609302520754 0.080014999955892577 0.069995000958442702 108.57004928588869 104.48049926757814 2.4904099702835087 1.5085163712501528 74.586318020000007 decision_type=8 10 2 10 8 8 10 2 10 10 8 8 10 2 2 8 10 8 10 2 2 2 2 10 10 10 10 10 2 10 left_child=13 2 4 6 5 8 12 -6 -2 -8 -3 -10 -4 14 19 17 -15 18 -16 20 21 22 -1 -23 -21 -26 28 -28 -22 -30 right_child=1 10 3 -5 7 -7 9 -9 11 -11 -12 -13 -14 16 15 -17 -18 -19 -20 24 26 23 -24 -25 25 -27 27 -29 29 -31 leaf_value=0.00052301637589593803 -0.083049105256341099 0.020133306377329328 0.019166555203223374 -0.071673386649368287 0.11119126475203839 0.33710975475398536 0.089020783520319835 -0.066879132850138009 0.084300035639434154 -0.011384236544364521 -0.059782192281972985 -0.12753930782565581 -0.057815476831088154 -0.04143000499567135 -0.090881119793579421 -0.081608354491698135 0.051894290780808372 -0.10556080260265954 0.043956618906956929 -0.066185590315630038 -0.11109628083516554 0.060242659578319403 -0.096699051122449295 -0.015428885141923693 0.022806569780534955 0.13897750904553094 0.18804122578771909 -0.064017377308259668 -0.076698148956644091 0.092636376682833033 leaf_weight=11005.583668048494 17.088808181229979 265.72479127626866 52.772312939167023 33.104241788387299 6.6910326862707725 2.2462844010442486 51.625176452100277 200.62370956060477 22.004166116472337 22.794206090271473 26.329294982366264 3.8340924289077511 37.365603938698769 22.090916595421731 10.162392046768217 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internal_count=86175 13745 10247 1029 9218 604 866 8614 583 408 3498 274 458 72430 71573 1598 857 534 416 69975 68714 66681 64545 2136 1261 670 2033 276 1757 539 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=31 num_cat=0 split_feature=9 5 1 3 6 0 3 8 4 2 4 1 9 9 9 1 9 8 6 7 4 4 8 6 0 9 8 8 4 1 split_gain=7.48988 14.0952 25.6837 18.51 17.8785 16.0708 15.3873 15.1053 13.0105 10.2736 11.6433 10.524 29.1542 16.9182 26.9511 45.4749 24.4604 21.64 21.5772 19.6831 17.5522 18.9779 17.767 17.3949 17.157 21.4099 30.2627 26.8175 22.5537 21.9025 threshold=1.0066126585006716 2.5700099468231206 82.676879882812514 417.16500854492193 51.996004104614265 0.19511013478040698 0.6850000023841859 47.108760685000007 0.079994998872280135 21.717584609985355 0.14700999855995181 66.378250122070327 1.0267012119293215 1.232557535171509 1.2833399772644045 62.174999237060554 1.1946979165077212 84.718582635000018 60.596574783325202 109.97735595703126 0.10000333562493326 0.15003500133752826 72.513157530000015 56.420606613159187 0.22995000332593921 1.1543519496917727 60.751124400000009 85.728648085000017 0.1563455015420914 30.435000419616703 decision_type=2 10 8 10 10 10 10 10 10 8 8 10 2 2 2 8 2 8 10 8 8 8 8 8 10 2 10 10 8 10 left_child=1 2 5 4 -3 6 -1 -4 -5 10 -2 12 -11 16 15 17 24 18 -15 -20 -16 -22 -23 -18 25 27 -27 28 -14 -30 right_child=9 3 7 8 -6 -7 -8 -9 -10 11 -12 -13 13 14 20 -17 23 -19 19 -21 21 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.11271841034669379 -0.019964082690797431 -0.089726018118776854 -0.12121598886375665 0.074925453491770572 0.091746443114741671 -0.069468444862610362 0.063501651313701613 0.025476601585465886 -0.09919823545071825 0.072082489451748027 0.050138276336527482 0.00080334947306831691 -0.11504045225571274 0.10971877359453713 0.1316772057447943 -0.048751927569781944 -0.010180838616461019 -0.13590270429305965 0.13733210716546559 -0.15378829350055032 -0.087085034756265889 0.060397889155812269 -0.028724935327052149 -0.089358723385733876 -0.041037116828797932 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0.0404292 -0.0229737 0.0800334 0.0912735 -0.0467596 -0.0201588 -0.0269258 -0.0076363 -0.062729 -0.0132332 -0.00107069 0.0374281 -0.0168266 -0.0364902 -0.0208864 internal_weight=0 171.021 110.603 60.4177 38.0363 61.4155 40.2417 49.1879 22.3814 12275.9 115.417 12160.5 972.633 931.245 299.582 128.753 631.663 89.1587 84.7474 9.98983 170.829 163.54 123.834 124.308 507.355 352.959 102.501 250.457 184.009 153.514 internal_count=86175 1360 935 425 314 543 306 392 111 84815 1319 83496 7609 7209 2439 1003 4770 585 474 56 1436 1360 1082 1085 3685 2386 600 1786 1303 896 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=31 num_cat=0 split_feature=5 2 7 1 8 3 5 9 9 8 9 1 9 8 8 0 3 8 9 9 3 0 8 6 1 7 9 2 5 4 split_gain=7.31667 7.18365 13.3563 12.4146 16.9352 12.1603 11.7421 56.2457 55.8182 35.3622 39.0516 37.6197 49.8415 34.1669 27.8351 27.0841 30.2614 27.1073 23.3184 42.0466 22.4197 21.4018 20.3482 30.2547 23.1325 21.1766 20.309 19.4743 19.0849 18.2755 threshold=1.9605000019073489 624.97500610351574 89.084224700927749 181.95790100097659 67.847581670000025 28.625000000000004 2.711575031280518 1.0711222887039187 1.2762882113456728 65.504867765000014 1.1661193370819094 111.50355148315431 1.1276808977127077 67.503599680000022 53.814256215000007 0.23211999982595447 29.450950622558597 66.212967135000014 1.1677789688110354 1.214552164077759 63.32500076293946 0.16701000928878787 59.948030760000009 52.516048431396491 98.131198883056655 91.760395050048842 1.546302378177643 1980.0065917968752 2.68000340461731 0.099994499236345305 decision_type=8 8 8 10 10 10 10 2 2 10 2 10 2 10 10 10 10 8 2 2 10 10 10 10 8 8 2 8 8 10 left_child=-1 2 -2 -4 -5 -6 15 14 9 10 11 29 21 -11 -8 16 17 -3 -19 -20 26 -13 23 25 -25 -12 -10 -21 -17 -9 right_child=1 6 3 4 5 -7 7 8 20 13 22 12 -14 -15 -16 28 -18 18 19 27 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.11586030297067303 0.035664759747049059 0.0024911954422760364 0.001174641334584242 0.060580699111694537 0.041288813015778039 -0.069431033156404171 -0.021767850472801335 0.080773924265973504 -0.00800048966275815 0.12953948209716834 -0.056027020498014724 -0.010387514300931095 -0.080818209281933784 0.040597569106845338 -0.11934512538349307 -0.027168727161739244 0.0021512170673960371 -0.08093185472400713 0.056126483587551491 -0.01479007148924767 -0.068811481408163858 0.12894541820578276 -0.069080649050723295 0.064869989223619459 0.35257240251195893 0.20100086676361012 0.19214181996282659 -0.077841738217180975 0.0067767684162791013 -0.0073813923600112756 leaf_weight=5.4546889937482765 119.34859079541638 264.33070567669347 5544.8362888947595 79.201243699761108 18.148799484595656 21.876890311017632 112.40546671813354 139.65314685553312 66.452620139345527 61.247699379920959 37.982181690633297 20.513720765709877 50.473118133842945 146.50163879338652 39.510406477376819 727.05176603957079 4186.2952053702902 99.375613423064351 52.224842002615333 102.81857860437594 83.908185380045325 23.83074089884758 65.163633722811937 13.851043187081816 3.501112423837184 3.5009571611881247 5.4888017289340487 93.560866896528751 214.48583056544885 28.278387650847435 leaf_count=142 917 1737 36761 860 114 169 651 642 758 272 341 96 292 1041 338 5504 26902 762 266 834 3282 109 543 84 24 18 83 1044 1467 122 internal_value=0 -1.80678e-05 0.00255873 0.00186115 0.0337883 -0.0192275 -0.00226164 0.00834324 0.0195776 0.0335424 0.0156672 0.0374967 -0.0128602 0.066819 -0.0471458 -0.00392856 -0.000885874 -0.0216501 -0.0399882 -0.0236216 -0.0336919 0.0644901 -0.0305887 0.0120434 0.122919 -0.0343352 0.00726945 -0.0448297 -0.0194358 0.0659292 internal_weight=0 12425.8 5783.41 5664.06 119.227 40.0257 6642.41 902.263 750.347 594.497 386.748 262.749 94.8176 207.749 151.916 5740.14 4798.61 612.311 347.98 248.604 155.85 44.3445 123.999 58.8353 17.3522 41.4831 71.9414 196.379 941.538 167.932 internal_count=86175 86033 38821 37904 1143 283 47212 8696 7707 3584 2271 1261 497 1313 989 38516 31545 4643 2906 2144 4123 205 1010 467 108 359 841 1878 6971 764 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=31 num_cat=0 split_feature=3 8 9 8 8 8 5 9 2 3 1 0 7 3 2 6 4 6 9 0 9 1 4 5 9 8 3 0 7 9 split_gain=6.85916 7.54671 30.9887 47.6862 24.3937 37.074 20.8331 27.2152 17.9665 17.4489 12.9125 30.6405 25.4064 14.9053 15.1752 13.7306 16.3663 13.1974 12.653 18.4046 11.689 12.4569 11.4491 11.0555 20.0713 12.8757 21.3533 10.9248 10.6846 10.261 threshold=0.076200000941753401 11.539578135000001 1.0580517053604128 8.0257143200000005 27.513094805000005 25.090244000000002 2.6378600597381596 1.0596722364425661 25415.219726562504 362.83680725097662 95.10858535766603 0.28976640105247503 93.204734802246108 104.41055297851564 677.77099609375011 53.796087265014656 0.14002999663352969 50.237092971801765 1.099329471588135 0.18814010918140414 1.0596722364425661 104.39070129394533 0.12600333243608478 2.6593050956726079 1.0861997008323672 13.758170855000001 137.19499969482425 0.10999006778001787 106.59830856323244 1.0777724981307986 decision_type=10 8 2 10 10 10 10 2 10 10 10 10 10 10 10 10 10 10 2 10 2 10 10 10 2 10 10 8 10 2 left_child=-1 2 3 8 5 6 7 22 10 23 17 12 -12 14 -14 16 -15 -2 -7 -20 -4 -22 -3 24 -8 26 -25 -9 -29 -28 right_child=1 4 20 -5 -6 18 9 27 -10 -11 11 -13 13 15 -16 -17 -18 -19 19 -21 21 -23 -24 25 -26 -27 29 28 -30 -31 leaf_value=-0.10189151470688869 -0.10292127643011589 0.08459642457072146 -0.15716626935099587 0.13114289230576145 0.00042861490227973342 -0.1247820686849051 0.13102060186646841 0.017263942753953331 0.1225910121165736 -0.054720167469901521 0.099650773023087752 -0.11032317084243144 -0.052225915770923129 -0.059636550448334651 0.17291585387132949 -0.12195445099906486 0.15700524268870955 0.06139569540116583 0.087925061241239888 -0.092852132261675879 0.091914021522026754 -0.073701828715500656 -0.10273452908234543 0.082319817386471081 -0.07758011187118205 0.044148525974515393 -0.11244898469009786 -0.092599654787038244 -0.0094909903317394132 0.017098936458815991 leaf_weight=6.6122052383143446 5.5491585135459891 20.688155137002472 10.60008469223976 39.657715812325478 11801.016408584546 43.280017241835594 21.504459902644161 15.042841933667658 12.679515842348335 30.063287898898125 22.911645710468292 28.108994990587234 5.6348476707935315 12.027950078248979 6.3874489665031433 18.184840686619282 4.9108508676290503 41.019972996320575 8.1570100635290164 18.190787568688393 6.1290528029203442 17.534501701593399 3.8733212538063517 12.361237630248068 5.8720981578808269 60.715889379382133 20.763162538409237 71.798612679820508 19.717174246907234 8.6658266782760602 leaf_count=1058 111 156 50 168 78927 217 94 71 68 177 123 133 23 79 27 86 21 209 34 76 27 83 22 56 140 268 104 3445 85 37 internal_value=0 -1.40247e-05 0.0178782 0.0331392 -0.000354366 -0.0259716 -0.010291 -0.0398394 0.00844909 0.013932 -0.00155027 -0.0221226 0.0132658 -0.0287149 0.067392 -0.0616109 0.00317165 0.0418158 -0.0915212 -0.0368854 -0.0698979 -0.030806 0.0550545 0.0298226 0.0862771 0.0147452 -0.0279741 -0.0617122 -0.0746938 -0.0743016 internal_weight=0 12393 231.337 197.073 12161.7 360.694 291.066 131.12 157.415 159.946 144.736 98.1666 70.0576 47.1459 12.0223 35.1236 16.9388 46.5691 69.6278 26.3478 34.2636 23.6636 24.5615 129.883 27.3766 102.506 41.7902 106.559 91.5158 29.429 internal_count=86175 85117 1208 1048 83909 4982 4655 3779 880 876 812 492 359 236 50 186 100 320 327 110 160 110 178 699 234 465 197 3601 3530 141 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=31 num_cat=0 split_feature=9 2 7 6 3 4 8 9 9 9 9 9 9 9 8 8 4 9 8 3 8 2 7 6 8 1 1 4 7 9 split_gain=6.67914 6.39313 25.2567 16.6531 26.4795 22.894 21.2676 26.6819 20.0322 19.7309 17.555 33.7906 14.949 40.2809 39.6507 21.3882 20.2063 17.9401 30.509 37.5446 32.4754 18.7356 17.9275 19.8516 17.7682 17.1182 16.3909 15.0045 13.2552 12.7913 threshold=1.0016464591026308 1580.6350097656252 93.060775756835952 54.354694366455085 29.450950622558597 0.099994499236345305 61.319998600000012 1.0465513467788699 1.2178118228912356 1.018160939216614 1.1694471240043642 1.219445586204529 1.2128868699073794 1.1963809728622439 76.526457160000021 70.628452205000016 0.077362999320030226 1.1259250044822695 63.49075426000001 450.58499145507818 54.454116875000004 6449.7519531250009 96.909748077392592 59.624731063842781 65.631410680000002 81.391963958740249 112.62240219116212 0.080005999654531493 102.1468963623047 1.6808274388313296 decision_type=2 8 8 8 10 8 8 2 2 2 2 2 2 2 10 10 10 2 10 10 8 8 8 10 10 10 10 8 10 2 left_child=-1 2 -2 5 6 -3 7 9 -9 -5 -8 -12 13 17 15 -15 -14 18 19 25 27 -19 26 -24 -20 -6 -18 -21 -27 -4 right_child=1 3 29 4 12 -7 10 8 -10 -11 11 -13 16 14 -16 -17 22 21 24 20 -22 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.07645778221803104 0.015233235866497009 -0.0054267313731042495 -0.00083449253000737137 0.084495280324580702 0.10797369049985371 -0.037712305283199597 -0.1051100900179448 0.097502736423302053 -0.06959217765498471 -0.11553482494847729 0.070144210240900728 -0.056464212021636422 -0.0086484061976720497 0.015253895992843457 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137 1189 4149 72 78 192 219 854 132 68 280 315 290 100 622 559 135 378 36 126 internal_value=0 4.13647e-06 0.00155264 -0.00333104 0.0041653 -0.0089908 -0.0271566 0.0185244 0.0645709 -0.0632315 -0.047163 -0.0284432 0.00917192 0.0188719 0.0911564 0.126047 -0.0014139 0.0115368 0.0227895 0.00335751 -0.0350163 -0.0115781 0.0387081 0.0778761 0.0566342 0.0365576 -0.00433117 0.00467637 0.0213867 -0.000631187 internal_weight=0 12378.9 8453.81 3925.06 1688.56 2236.5 232.709 70.8762 45.3399 25.5363 161.833 122.318 1455.85 759.714 69.9896 57.6105 696.139 689.725 463.894 294.694 136.696 225.831 106.347 55.6775 169.2 157.998 50.6694 82.1902 130.315 7290.1 internal_count=86175 85835 57388 28447 10937 17510 2337 731 339 392 1606 1326 8600 3707 342 264 4893 3365 2196 1442 726 1169 744 390 754 716 354 446 595 48963 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=31 num_cat=0 split_feature=5 5 8 9 8 8 8 5 9 2 3 9 0 1 0 7 3 2 4 6 6 9 7 9 3 9 1 4 6 9 split_gain=6.50704 6.35663 6.61387 26.295 38.6313 20.2409 31.3692 17.2915 22.6208 16.4895 14.0925 11.5014 15.0151 10.9788 29.7938 19.9469 12.652 13.0765 12.608 14.957 14.632 11.3543 17.8449 10.4552 10.3674 10.3459 10.1981 9.84243 9.5076 9.06793 threshold=2.8864800930023198 1.9605000019073489 11.539578135000001 1.0580517053604128 8.0257143200000005 27.513094805000005 25.090244000000002 2.6378600597381596 1.0596722364425661 25415.219726562504 362.83680725097662 1.099329471588135 0.18814010918140414 97.201396942138686 0.28727652132511144 93.204734802246108 104.41055297851564 677.77099609375011 0.1563455015420914 52.878839492797859 52.079084396362312 1.0399255156517031 100.14232635498048 1.0662164688110354 597.36499023437511 1.0596722364425661 104.39070129394533 0.12600333243608478 50.17073059082032 1.0911181569099428 decision_type=10 8 8 2 10 10 10 10 2 10 10 2 10 8 8 10 8 10 10 10 10 2 10 2 8 2 10 10 10 2 left_child=1 -1 3 4 9 6 7 8 24 13 28 -8 -13 21 15 -15 17 -17 19 20 -18 22 -3 -10 27 -5 -27 -4 -9 -25 right_child=-2 2 5 25 -6 -7 11 10 23 -11 -12 12 -14 14 -16 16 18 -19 -20 -21 -22 -23 -24 29 -26 26 -28 -29 -30 -31 leaf_value=-0.11455538053213819 -0.09994322216965118 -0.14063007612277825 0.099112455278615008 -0.1497853211672292 0.11994313009760618 0.00042477362843385317 -0.11825794310645737 -0.16082155816768853 -0.1409879923965634 0.11938521246631036 -0.050129413945764402 0.079160689518830082 -0.084405546935012316 0.090300949580014986 -0.11278481223432633 -0.047077210459173111 -0.086529611794338365 0.16263400923617299 0.079285531009462382 -0.13855324819832412 0.15896457091808222 0.063610320451083543 0.13655142214732577 -0.023849879724769239 -0.13154712036488111 0.081051951928628185 -0.068325146332104514 -0.090528670331272112 0.030815239753466339 -0.092137434662454609 leaf_weight=4.8429943446535608 6.5193927322980008 7.343911095056681 18.959349453449256 10.055421479046343 39.054315239191055 11779.376455620863 41.132203325629234 2.64301250479184 13.044193506240843 12.367104727774857 29.115541942417622 8.1513198465108889 18.017860293388367 22.654284060001373 25.663910124683753 5.6169543862342817 5.9288940280675906 6.3176513314247131 5.7233053594827643 17.858272977173328 4.1114815920591354 37.609163045883179 3.3970404323190451 62.134653531014919 2.8290818431414655 6.2334363162517574 17.130350738763809 3.1984591241925946 126.42071042582393 28.303778951521963 leaf_count=142 643 204 144 50 168 79021 217 67 66 58 177 34 76 121 156 23 46 26 26 90 22 160 36 294 36 27 83 19 632 3311 internal_value=0 -1.16653e-05 3.32147e-05 0.0169425 0.0310795 -0.00028323 -0.0238454 -0.00942035 -0.0366734 0.00862997 0.012714 -0.0852843 -0.033457 -0.00100071 -0.0209402 0.0136158 -0.024518 0.0639346 -0.0559156 -0.0836516 0.013999 0.037713 -0.0529659 -0.0572929 0.0487215 -0.0649733 -0.0284715 0.0717379 0.0268908 -0.0452213 internal_weight=0 12365.2 12360.4 227.065 193.646 12133.3 353.95 286.649 128.47 154.592 158.179 67.3014 26.1692 142.225 93.8748 68.2108 45.5566 11.9346 33.622 27.8986 10.0404 48.3501 10.741 103.483 24.9869 33.4192 23.3638 22.1578 129.064 90.4384 internal_count=86175 85532 85390 1296 1136 84094 5073 4746 3870 968 876 327 110 910 510 354 233 49 184 158 68 400 240 3671 199 160 110 163 699 3605 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=31 num_cat=0 split_feature=9 5 1 0 3 3 4 6 8 3 9 8 6 9 9 8 3 8 2 8 1 2 5 3 4 4 5 9 9 8 split_gain=6.22872 12.103 27.1122 14.8731 14.3309 13.2503 12.7551 10.943 10.8984 13.2139 9.04718 26.9476 18.8297 14.7783 12.3352 66.826 47.4274 30.6687 22.9355 22.6132 42.6549 32.3655 22.1076 24.5274 18.5978 21.4553 17.7807 24.1349 15.6925 29.6547 threshold=1.0066126585006716 2.5450433492660527 82.676879882812514 0.19511013478040698 417.16500854492193 0.6850000023841859 0.079994998872280135 52.050189971923835 47.108760685000007 2.59309995174408 1.018160939216614 48.197255490000011 62.096370697021491 1.0148731470108034 1.0465513467788699 56.807741540000009 85.202899932861342 37.490001645000007 84.02875137329103 47.632367260000002 93.900451660156264 1234.7395629882815 2.6100032329559331 6044.5651855468759 0.15221333503723147 0.10502399876713754 2.6863183975219731 1.0299918651580813 1.0399255156517031 59.071444280000001 decision_type=2 10 8 10 10 10 10 10 10 10 2 8 10 2 2 10 10 8 10 10 10 8 8 10 10 10 10 2 2 10 left_child=1 2 3 5 7 -1 -6 -3 9 -9 11 12 -2 -14 15 16 18 24 -12 22 -21 -22 23 -19 25 26 27 -18 -17 -30 right_child=10 4 -4 -5 6 -7 -8 8 -10 -11 14 -13 13 -15 -16 28 17 19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.11166506511571904 0.010698572707725194 -0.068438977470899429 -0.10599502272740591 -0.076293716785922394 0.055896394420571906 0.060010389098549971 -0.091646620474713364 -0.1235761814136724 0.13989445446462379 0.064454146348948513 0.01855942187677366 0.086466261011037326 -0.15258729642171553 0.069727734813326586 0.00067388512993810036 -0.1258557362583618 -0.012176091082747907 0.056212891381190712 -0.040574218757188522 -0.071275337446856393 0.07178042132178096 -0.030907015990759148 0.10958384783575265 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0.0151016 0.00552254 -0.0991506 -0.000298878 -0.0110437 -0.00306636 0.0177502 -0.0284907 0.0371805 0.0160771 0.0416159 0.0721192 0.0210241 -0.0142844 -0.0284417 0.0229431 0.0721767 -0.0965461 -0.0325091 internal_weight=0 165.95 94.606 55.1111 71.3441 38.4311 27.1981 44.146 37.2194 23.6516 12195.8 394.195 347.545 16.3761 11801.6 979.74 896.132 492.715 403.417 306.692 191.203 147.948 115.489 48.8569 186.023 154.957 53.3052 30.8715 83.6084 26.252 internal_count=86175 1360 869 519 491 300 135 356 215 145 84815 2380 2121 151 82435 5780 5051 2621 2430 1685 1036 849 649 259 936 791 284 179 729 248 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=31 num_cat=0 split_feature=4 5 7 1 1 9 9 9 8 9 2 8 5 6 6 6 9 9 8 9 8 7 5 8 1 8 6 6 6 9 split_gain=6.26086 15.8819 15.7289 15.6618 25.2931 26.8263 25.9061 23.1675 31.1676 21.8738 21.2511 17.109 16.9167 15.6749 14.3417 12.5003 11.5487 33.7764 11.5417 19.8969 16.3412 11.1252 18.0354 10.968 10.9328 10.7798 10.748 10.4015 10.2507 14.9956 threshold=0.030000999569892887 2.7586450576782231 85.059902191162124 211.64724731445315 132.85200500488284 1.1493571400642397 1.204683840274811 1.5024287104606631 85.728648085000017 1.5271995663642886 2027.1029052734377 88.556267855000016 2.713103294372559 51.331277847290046 47.178262710571296 50.964384078979499 1.406809985637665 1.4105740785598757 73.98361871500002 1.5085163712501528 73.056724475000024 85.059902191162124 2.6300150156021123 88.297967175000011 76.67044830322267 27.513094805000005 51.362089157104499 49.958759307861335 48.495475769042976 1.2924330830574038 decision_type=8 8 8 10 10 2 2 2 10 2 10 10 10 10 8 10 2 2 10 2 10 10 8 8 10 10 10 10 10 2 left_child=1 2 15 4 5 24 21 8 10 13 12 -11 27 -9 -8 -1 28 -18 20 -20 -16 22 -6 -15 -4 -5 -21 -7 29 -12 right_child=-2 -3 3 25 6 7 14 9 -10 11 16 -13 -14 23 18 -17 17 -19 19 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.034708863640715543 0.00058848677673634033 -0.080670128314867348 -0.085694834645465234 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79.946462924592197 3.9463752452284107 5.9982638806104669 143.22919386439025 64.705034133046865 22.411488175392151 41.663203654810786 117.76728901267052 2.8992547877132893 leaf_count=124 75817 1259 37 30 28 45 15 210 2660 1584 28 255 100 41 71 47 28 125 632 131 21 491 29 32 749 398 155 231 751 51 internal_value=0 -0.00790196 -0.00558045 -0.00330391 -0.00720903 0.00158953 -0.0425082 -0.00949939 -0.0322842 0.010759 -0.0136305 -0.00304451 0.0378883 0.0704027 0.00087572 -0.0814157 -0.0356973 0.114241 0.00958212 -0.0081687 0.100274 -0.0792576 0.032992 -0.0357816 0.0387 0.0420382 0.0246194 0.0138747 -0.0415827 0.0667883 internal_weight=0 940.138 911.072 884.519 814.38 651.892 162.488 501.915 236.227 265.687 186.929 215.755 56.0562 49.9326 74.5178 26.5529 130.873 4.94297 71.6941 59.9586 11.7355 87.9706 8.02419 10.8745 149.977 70.1391 45.2871 47.0633 125.93 8.16251 internal_count=86175 10358 9099 8928 8500 6927 1573 6141 4019 2122 1359 1839 376 283 1025 171 983 153 1010 918 92 548 57 73 786 428 286 276 830 79 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=31 num_cat=0 split_feature=1 6 3 8 9 9 0 7 7 9 4 9 5 6 9 9 8 9 5 8 4 3 8 2 9 9 3 5 8 9 split_gain=5.89933 12.2727 7.45726 5.84305 22.3623 111.998 21.7277 19.0552 17.2597 14.0051 12.2343 19.9538 12.1957 11.4402 22.8803 31.0003 29.4182 14.696 15.3453 23.8901 16.5289 14.2613 13.0405 23.6622 15.1594 13.0056 12.9606 18.0787 11.5525 14.7871 threshold=1.0000000180025095e-35 54.590385437011726 77.274997711181655 86.904427585000022 1.5024287104606631 1.1426048278808596 1.0005999803543093 103.21296691894533 87.882106781005874 1.6318134069442751 0.19007666409015658 1.1010892987251284 2.4702500104904179 50.471309661865241 1.0895128250122073 1.0432021617889407 78.435385745000019 1.2762882113456728 2.6911567449569707 65.094124090000022 0.076878000050783171 60.416963577270515 59.604882060000008 10274.441406250002 1.1293502449989321 1.1326038241386416 24812.035156250004 2.6812050342559819 83.415621595000019 1.2944614887237551 decision_type=10 10 10 8 2 2 10 8 10 2 8 2 10 8 2 2 10 2 10 10 10 10 10 8 2 2 8 8 10 2 left_child=1 -1 -3 9 5 6 8 12 10 13 -5 -12 -6 14 15 21 17 18 -16 22 -21 -2 23 -20 -24 -18 -19 -28 29 -27 right_child=3 2 -4 4 7 -7 -8 -9 -10 -11 11 -13 -14 -15 16 -17 25 26 19 20 -22 -23 24 -25 -26 28 27 -29 -30 -31 leaf_value=-0.10343353793746374 -0.10272316222377315 -0.041194300314316652 0.27338576351535371 0.090568923074782023 -0.12422717987480553 -0.10300438814146971 0.1443099778201046 -0.051625382438963266 -0.013469921727747908 0.091247596498605435 0.096854849797991693 -0.11996794841850388 0.011176842807676071 0.0011156235917763446 -0.041928512309185165 -0.079687045805749326 0.14343260778236774 -0.077094214250521431 0.12652580985529255 0.077381319276573574 -0.1486146522289695 0.060504646528930388 0.1506796823794665 -0.1075998774980364 -0.070652364673309709 0.034094590893500261 0.73954441231249668 -0.1043637085887883 0.0082871459401182117 0.23114023678832218 leaf_weight=12.88578302040696 6.5835318109020582 1.4648539423942559 1.551892429590225 36.577064462006092 6.739778719842433 122.27229432505555 13.780874513089655 56.769237518310547 91.51645977050066 17.024115364998579 8.4427164550870675 8.5353312573861313 509.95762219652534 10990.452912503388 72.837679944932461 96.124280462041497 13.441398061811922 44.219776963815093 12.29030764102936 53.101673692464828 3.4462931528687468 28.630030823871493 3.3392938524484626 6.6537787951529017 42.218137383460999 10.361133992671968 0.46930375695228455 0.55293934047222149 44.452686961740255 6.0219858437776557 leaf_count=466 34 28 16 336 43 9719 60 398 584 197 102 661 3680 66051 456 761 75 1188 75 292 19 159 15 45 357 46 5 43 239 25 internal_value=0 -0.0609274 0.120634 1.90558e-05 -0.00795745 -0.0310613 0.024315 0.00336849 0.0129162 0.000614281 0.0580056 -0.0121479 0.00941064 0.000479351 -0.0152441 -0.0502817 -0.000561067 -0.0176363 -0.00566113 0.0161616 0.0636081 0.0299876 -0.0254343 0.0442933 -0.054429 0.0544111 -0.0689564 0.283068 0.0347422 0.106523 internal_weight=0 15.9025 3.01675 12306.8 854.591 281.125 158.852 573.467 145.072 11452.2 53.5551 16.978 516.697 11435.2 444.744 131.338 313.406 239.129 193.887 121.049 56.548 35.2136 64.5015 18.9441 45.5574 74.2772 45.242 1.02224 60.8358 16.3831 internal_count=86175 510 44 85665 15583 11462 1743 4121 1683 70082 1099 763 3723 69885 3834 954 2880 2495 1259 803 311 193 492 120 372 385 1236 48 310 71 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=31 num_cat=0 split_feature=3 0 9 1 7 5 8 8 2 1 9 9 8 5 8 9 9 4 9 9 1 9 6 6 7 8 7 3 8 2 split_gain=5.8416 10.7025 11.0212 9.16084 8.02154 6.33164 9.18064 9.64208 8.25979 6.31229 27.4377 24.334 18.4212 17.7073 29.7889 15.4546 14.4114 13.4825 13.4662 24.4228 36.515 22.9961 18.4413 18.4262 21.367 21.2119 14.9364 13.6606 16.0804 13.6256 threshold=33278.830078125007 0.1799832955002785 1.0596722364425661 68.712821960449233 90.608348846435561 2.6900134086608891 59.392466590000005 72.669456165000014 2412.693969726563 66.378250122070327 1.0596722364425661 1.0895128250122073 57.860806910000001 2.8200349807739262 74.075884320000014 1.0711222887039187 1.0049744844436648 0.042805001139640815 1.2342023253440859 1.2833399772644045 62.174999237060554 1.1946979165077212 56.420606613159187 60.596574783325202 107.00885391235353 84.718582635000018 93.435150146484389 52.958499908447273 67.264778700000008 532.92172241210949 decision_type=8 10 2 8 10 8 10 10 10 10 2 2 8 8 8 2 2 10 2 2 8 2 8 10 8 8 8 10 8 8 left_child=9 3 -3 -2 -4 6 -5 -8 -7 10 12 13 -1 -12 15 -15 17 -11 21 20 23 -13 -23 25 -25 -20 -21 28 -24 -30 right_child=1 2 4 5 -6 8 7 -9 -10 16 11 18 -14 14 -16 -17 -18 -19 19 26 -22 22 27 24 -26 -27 -28 -29 29 -31 leaf_value=0.051942727556427627 0.064618543197246026 0.010097423874143766 -0.014695458167619541 0.091881798193552106 -0.13464127984918142 -0.072062510561347978 -0.12529757973281705 0.0057679587395437007 -0.0012928341265622499 -0.094469807108229678 -0.094806340085845153 -0.0052647274381584447 -0.11459336196965003 0.094218845205199242 0.2346403931244575 -0.10246638903261114 0.0011937198032168665 -0.008499353170277682 0.10830863296988794 0.079669392002787179 -0.039716500703031239 -0.0034173908988325316 0.13310217175605191 0.16584075115068322 -0.14823199841270987 -0.12974148711502151 -0.024409675204103091 -0.10611553082184476 -0.12096700261515014 0.086812231429463968 leaf_weight=98.525972927222028 16.758888721466064 13.755230659502557 7.8553189630620208 10.837565392255781 19.211477477103472 32.302290124120191 6.2888829186558715 52.225800577551126 33.695264509413391 30.113988226279616 58.268418029882014 376.25748283998109 7.1221682392060748 5.5666717737913194 4.641807476989924 14.149454820901154 11041.415759004303 46.271795271430165 71.76925066113472 15.121098868083207 37.092312979977578 46.143478221725672 5.5463874861598041 3.1732884123921368 6.8247800618410119 3.9491715452168128 156.46406585781369 61.7886670648586 11.625266625545915 4.332233004271985 leaf_count=1224 130 257 134 53 151 670 46 401 284 251 497 2757 114 26 62 83 75345 369 402 91 377 513 27 20 37 111 1143 512 64 24 internal_value=0 -0.0173253 -0.0627897 -0.00512385 -0.0998306 -0.0137593 0.00733977 -0.00831835 -0.0359308 0.000213431 -0.00744503 -0.0132092 0.0407159 -0.0648754 0.0067246 -0.0469341 0.000894261 -0.042392 -0.00787354 0.00912975 0.0431752 -0.0177722 -0.05413 0.0790451 -0.0485484 0.0958929 -0.0152376 -0.0822244 -0.0135765 -0.0645579 internal_weight=0 192.931 40.822 152.109 27.0668 135.35 69.3522 58.5147 65.9976 12106.2 988.362 882.714 105.648 82.6264 24.3579 19.7161 11117.8 76.3858 800.087 294.394 122.809 505.694 129.436 85.7165 9.99807 75.7184 171.585 83.2926 21.5039 15.9575 internal_count=86175 2126 542 1584 285 1454 500 447 954 84049 8084 6746 1338 668 171 109 75965 620 6078 2181 947 3897 1140 570 57 513 1234 627 115 88 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=31 num_cat=0 split_feature=5 2 5 8 3 4 9 9 1 0 8 2 9 5 0 6 9 9 6 4 7 8 9 9 1 9 8 9 9 9 split_gain=5.89461 5.77228 15.9182 19.6638 22.6694 19.4784 19.4698 22.5204 17.1127 18.6796 28.7294 24.7876 16.13 15.3649 16.427 14.6584 14.4132 13.5983 13.5741 22.8055 15.4652 14.5417 13.6509 25.5397 20.7307 18.5832 14.0149 26.1007 23.9316 20.2701 threshold=2.8864800930023198 282.41656494140631 2.6440050601959233 42.537642925000007 52.958499908447273 0.080005999654531493 1.3241015672683718 1.0895128250122073 131.91500091552737 0.4100001603364945 70.393947905000019 16.724999427795414 1.2342023253440859 2.5100499391555791 1.3024500012397768 53.760551452636726 1.099329471588135 1.1026969552040102 54.970867156982429 0.13000332564115527 93.559375762939467 84.859308435000017 1.1226413846015932 1.1059830784797671 40.679105758666999 1.1259250044822695 82.483280285000021 1.3758142590522768 1.1392991542816164 1.2887282371520998 decision_type=10 8 10 10 10 10 2 2 10 10 10 10 2 10 10 8 2 2 8 8 10 10 2 2 10 2 10 2 2 2 left_child=1 2 8 17 6 12 7 15 9 18 13 -12 16 14 -11 -5 -6 -4 19 21 -21 -1 23 24 -20 -24 27 29 -28 -27 right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 22 20 -22 -23 25 -25 -26 26 28 -29 -30 -31 leaf_value=0.062203938968660805 -0.098031372939569816 -0.0013344190930587915 0.011229185243145349 -0.11043877456226475 -0.025816209419259047 -0.072691408004664435 -0.096760986287144871 0.028980659413992589 0.029657483189931201 -0.0022587613726099548 0.15729950242454122 0.0040948350613144056 -0.064020458443188044 -0.075859131571876279 -0.10321198645612646 -0.010316493159356161 0.048637624220592084 0.11638489902181817 0.13848716854970766 -0.10374790633285236 0.011694375585695539 -0.0021959014610063738 -0.095369198258903207 0.07493124204050626 0.0070736816761535759 -0.0094998817279683227 0.10552988856115185 0.032254160548466117 0.0086956194659038016 -0.064080369472958726 leaf_weight=140.49302097596228 6.138270553899928 8950.0226006213343 38.67918886244297 19.463926484808326 62.114557753317058 101.67001739051193 18.431653920793906 181.05731452116743 291.52496478089597 96.518973538186401 11.482942296192048 131.48685866734013 48.843355184886605 81.143138309940696 19.34955027140677 58.788612777367234 44.72031919984147 18.029947578907013 12.224173431284724 18.062559585087001 32.456722701899707 46.723593308124691 21.041797988116741 65.260373137891293 667.24678504094481 574.04833383858204 27.988606572151184 135.6074339216575 289.58661364903674 77.192503232625313 leaf_count=713 643 63077 173 161 497 868 791 954 2395 595 84 1086 1139 539 309 309 298 95 83 89 152 630 119 333 3422 3268 126 746 1844 637 internal_value=0 -1.17746e-05 0.00354177 -0.0113309 -0.0172651 -0.038648 0.0025478 0.00960664 0.0067547 0.00402718 -0.0177242 0.0163998 -0.0164149 -0.0424877 -0.0191175 -0.0352201 0.00534964 0.0446621 0.00753538 0.0300427 -0.0295806 0.0461317 0.00467429 0.015177 0.00943791 -0.00227549 -0.000501838 -0.00765842 0.0172298 -0.0159694 internal_weight=0 12281.3 3331.24 591.799 535.09 257.348 277.742 259.31 2739.44 2447.91 339.981 142.97 155.678 197.012 115.869 78.2525 106.835 56.7091 2107.93 237.736 50.5193 187.217 1870.2 744.731 679.471 1125.47 1104.42 786.848 317.575 651.241 internal_count=86175 85532 22455 5285 5017 2802 2215 1424 17170 14775 2613 1170 1934 1443 904 470 795 268 12162 1584 241 1343 10578 3838 3505 6740 6621 4651 1970 3905 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=31 num_cat=0 split_feature=5 4 3 8 8 7 5 7 9 9 8 3 7 0 2 1 8 9 8 9 8 6 9 3 4 9 2 8 8 1 split_gain=5.72829 5.49929 17.0725 17.3613 13.9802 12.8206 11.3083 11.499 11.1946 14.3895 19.4426 10.2738 17.8364 18.2078 10.1154 8.36991 6.85254 43.1792 34.0903 41.6173 26.2713 20.5573 20.6452 20.0615 19.5762 17.7269 23.6611 20.5483 24.169 21.9376 threshold=1.9605000019073489 0.020010000094771389 800.78533935546886 88.018790025000015 73.638540480000017 91.592548370361342 2.740015029907227 98.646739959716811 1.5335874557495119 1.6973063349723818 88.435926750000007 108.79690170288087 87.639511108398452 0.18998345732688907 4931.3598632812509 126.21020126342775 78.435385745000019 1.087821424007416 77.190249095000013 1.1092507839202883 80.732610590000021 50.844892501831062 1.1059830784797671 2.59309995174408 0.16000332683324817 1.1392991542816164 123.49499893188478 83.89519991500002 83.945794545000012 91.284999847412124 decision_type=8 8 8 10 10 10 8 10 2 2 10 10 10 10 10 10 10 2 8 2 10 8 2 10 8 2 10 10 10 10 left_child=-1 2 6 4 5 -4 7 11 -5 -10 -11 12 14 -14 -2 -15 18 -18 -3 -20 23 -22 24 -19 -23 26 -24 -28 -29 -30 right_child=1 16 3 8 -6 -7 -8 -9 9 10 -12 -13 13 15 -16 -17 17 20 19 -21 21 22 25 -25 -26 -27 27 28 29 -31 leaf_value=-0.11405190692622656 -0.010169044168555937 -5.2974444535774088e-05 0.17937878877363431 0.079078206546557561 -0.088233233244924103 -0.10056175724501182 -0.093899451024518688 -0.10244418725729065 -0.07927880235444873 0.21603931230067294 -0.11277933018979112 0.026172846212815765 -0.074768456055039581 0.0053694203035677783 -0.11319986367516005 0.088066111895660257 -0.1125102349345027 -0.14967536875287515 0.040633896906972236 -0.071906117448972504 0.033912187301087145 0.063996838518830396 0.11224992782131571 0.06457864239338304 -0.078293957559795374 2.3346150890730676e-05 0.04727309486823518 -0.088233896169071985 -0.032102678027963169 0.091134473435630692 leaf_weight=4.4065090736839911 16.902839534915984 9111.2432361877291 3.9381033601239315 14.291124253068118 65.176899311132729 2.7985577378422022 11.883820775430648 9.4672614149749261 18.23029115609825 4.5201950743794432 2.9861677121371031 153.87842174200341 16.114496455993503 23.870004966855049 21.843366757500917 25.117585438303649 30.936010906472802 4.5686230212450019 43.538860187865794 133.96456243772991 213.20139496587217 11.726286835968493 30.060822695493698 100.6436931937933 55.107913993299007 1943.4200646532699 104.10657140612602 31.718080803751945 34.203618716448545 25.004157349467278 leaf_count=142 201 57649 67 171 1481 36 586 105 279 42 53 1517 344 275 193 204 420 22 427 4303 1533 96 155 519 231 14190 460 132 193 149 internal_value=0 -1.55661e-05 -0.0116842 -0.0446768 -0.0740581 0.0630853 0.00154958 0.00579481 0.00810944 -0.0312983 0.0852293 0.00977083 -0.014533 0.0174391 -0.0682532 0.0477708 0.000368707 0.0049229 -0.000898548 -0.0443018 0.00634547 0.004243 0.00141323 0.0552751 -0.0533286 0.00310039 0.0296671 0.0169384 -0.0177936 0.0199419 internal_weight=0 12264.5 391.019 111.941 71.9136 6.73666 279.078 267.194 40.0278 25.7367 7.50636 257.727 103.848 65.1021 38.7462 48.9876 11873.4 2584.7 9288.75 177.503 2553.76 2448.55 2235.35 105.212 66.8342 2168.51 225.093 195.032 90.9259 59.2078 internal_count=86175 86033 5554 2129 1584 103 3425 2839 545 374 95 2734 1217 823 394 479 80479 18100 62379 4730 17680 17139 15606 541 327 15279 1089 934 474 342 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=31 num_cat=0 split_feature=4 8 8 9 9 8 1 3 8 8 7 7 9 7 0 5 8 9 9 1 8 9 9 3 8 8 8 2 8 8 split_gain=5.38288 27.0728 68.2268 68.5665 49.116 42.9841 32.3227 28.3423 35.8841 25.2642 23.5563 22.6342 19.8041 17.6137 16.662 15.6746 16.2378 36.9951 33.3794 23.0771 16.9254 22.7373 45.4148 21.0577 17.6053 17.1492 16.0001 18.8219 15.3338 17.334 threshold=0.049463000148534782 65.094124090000022 71.893560340000008 1.2762882113456728 1.0911181569099428 52.371645130000012 176.22499847412112 66.740806579589858 58.216000655000009 49.091092425000006 102.59058761596681 87.132465362548842 1.1226413846015932 94.363582611083999 0.19000002741813662 2.7599749565124516 75.120756415000017 1.1980048418045046 1.1043708920478823 150.86499786376956 83.415621595000019 1.2987144589424136 1.1526684761047366 774.05999755859386 88.226823920000015 81.947250455000017 73.056724475000024 2477.370239257813 65.631410680000002 67.847581670000025 decision_type=8 10 10 2 2 10 10 8 10 8 8 8 2 8 8 10 10 2 2 10 10 2 2 10 10 8 10 8 10 10 left_child=1 5 3 4 13 9 7 8 -7 -1 15 -8 -6 -3 -2 16 17 18 26 -19 21 22 25 -22 -25 -18 -4 -28 -14 -30 right_child=14 2 10 -5 12 6 11 -9 -10 -11 -12 -13 28 -15 -16 -17 20 19 -20 -21 23 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.0063202091640485727 0.0066056011687451888 0.03490749631775119 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11.673946328461168 444.61825877497904 9.2631329149007779 19.390909969806671 212.17038539540954 34.330663274973631 21.856936648488045 21.063268162310127 5.5754875764250746 38.944427654147148 87.781822331249714 leaf_count=879 21229 155 33 1071 210 89 20 2988 694 316 2197 318 137 204 45495 909 377 485 435 76 4311 58 86 2116 329 98 92 27 173 568 internal_value=0 -0.00472516 0.00338705 0.0470025 0.0675479 -0.0209652 -0.039377 -0.0510073 0.00624618 0.013139 -0.00802756 0.0231398 0.0891333 -0.0265078 0.000885183 -0.00367496 -0.00210991 -0.0306887 -0.0709667 0.0248491 0.0036669 0.0372128 0.0490764 -0.00249985 -0.0259429 0.0215109 0.00958544 0.0446132 0.0720416 0.0863425 internal_weight=0 2054.97 1370.42 284.26 241.923 684.549 444.551 374.821 70.2567 239.998 1086.16 69.7298 196.766 45.1571 10192 998.902 983.55 165.382 95.8603 69.5212 818.168 127.049 117.786 691.119 246.501 98.3948 33.4773 26.6388 152.503 126.726 internal_count=86175 19451 14147 2518 1447 5304 4109 3771 783 1195 11629 338 1088 359 66724 9432 8523 1148 587 561 7375 619 561 6756 2445 475 152 119 878 741 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=31 num_cat=0 split_feature=8 8 9 9 7 6 9 8 8 8 1 9 8 8 8 2 7 9 8 2 3 9 1 7 7 8 2 7 7 8 split_gain=5.29725 19.0646 14.9286 48.6722 17.3432 15.9283 13.6706 22.3739 19.8502 17.8297 20.2895 16.278 36.2147 23.9164 34.3167 31.7623 17.9711 17.3187 24.9262 19.7268 16.2669 15.2441 13.6023 13.2672 12.7745 17.7276 12.3496 10.8798 10.1161 9.75375 threshold=87.321885330000015 87.489998390000011 1.5024287104606631 1.1560110449790957 95.67389297485353 47.178262710571296 1.5271995663642886 87.716260455000011 88.018790025000015 88.902841900000013 139.81220245361331 1.5962566137313845 87.952414245000014 88.114945425000016 88.297967175000011 4142.8669433593759 91.003246307373061 1.6808274388313296 88.080442725000012 9734.2363281250018 119.62250137329103 1.5335874557495119 184.69504547119143 104.20518112182619 88.570766448974624 87.622871280000012 2412.693969726563 92.847381591796889 90.372039794921889 88.226823920000015 decision_type=8 10 2 2 8 10 2 10 10 10 10 2 10 10 10 10 10 2 10 10 10 2 10 10 10 10 10 10 8 10 left_child=-1 22 3 4 26 -4 8 24 -7 -10 -11 12 -9 -14 15 16 -15 -13 27 -20 -16 -22 -2 -6 25 -8 -3 -19 -24 -17 right_child=1 2 5 -5 23 6 7 11 9 10 -12 17 13 14 20 29 -18 18 19 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00045678930484093107 -0.054259036574746636 -0.041916499491123485 -0.10872965190670342 -0.10149149349833 0.069436180492968749 -0.066323208757856869 0.021531945959538171 0.21610773708162534 0.098998014885394794 -0.083492914980002039 0.080777895606208461 -0.11080152869392552 -0.10522556480268284 0.092321335012641212 -0.087589674479270407 -0.093587907961763625 0.27815725860434742 -0.089695930378173527 -0.045194388557505891 0.23261484285788669 0.11508233114259776 -0.08425395941949726 -0.22349586846426736 -0.10024091623965969 0.027640843568743752 0.26382789444704779 0.11778812281210249 0.10409436261197434 0.085902240666420479 0.034108156820645788 leaf_weight=11521.191044202773 114.74197812029161 49.858821779489517 11.07061960082501 56.377915135817602 48.689453437924385 13.612307658419011 6.3244843445718271 7.5433353260159484 52.803052090108395 14.345223262906076 15.800356507301329 31.726859295740724 21.588425753638148 15.990420168265702 34.135699717327952 8.4807637725025433 7.7141399830579749 21.604135841131214 4.3136932384222728 6.2729746215045452 9.5195716805756074 6.426258713938295 1.1678221970796556 5.0899343639612189 87.952866641804576 5.7787588462233543 5.3627197444438925 3.3456949889659873 11.111758173676208 20.29807161539793 leaf_count=72430 4665 346 153 4688 421 93 39 38 280 65 69 463 305 86 322 92 38 126 26 53 44 96 6 25 516 28 35 21 476 130 internal_value=0 -0.00850847 -0.000726471 -0.0260585 0.0129572 0.00957578 0.0128867 0.0023226 0.0456 0.0639672 0.00260718 -0.0170757 0.00336618 -0.00955962 0.0105767 0.0670809 0.152798 -0.0570993 -0.00915405 0.119417 -0.0486375 0.0347487 -0.0435538 0.0533771 0.0408957 0.137217 -0.0264071 -0.0637093 0.0564776 -0.00352228 internal_weight=0 699.048 572.027 165.379 109.001 406.648 395.577 299.016 96.5609 82.9486 30.1456 198.96 131.697 124.153 102.565 52.4834 23.7046 67.2634 35.5365 10.5867 50.0815 15.9458 127.022 53.7794 100.056 12.1032 55.2215 24.9498 12.2796 28.7788 internal_count=86175 13745 8598 5515 827 3083 2930 2423 507 414 134 1840 1151 1113 808 346 124 689 226 79 462 140 5147 446 583 67 381 147 482 222 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=31 num_cat=0 split_feature=3 5 8 9 8 8 8 7 8 5 9 7 3 0 4 9 9 9 3 7 4 9 0 1 9 9 4 0 9 9 split_gain=5.24044 5.10009 5.12515 20.5654 31.8875 15.619 26.9104 14.5848 15.155 14.0512 13.7434 19.0326 12.7155 19.9645 15.686 15.2787 16.074 12.0341 20.7477 13.8854 10.0647 10.0307 12.1026 9.8351 9.19726 19.0485 10.2372 10.1486 9.10103 8.52442 threshold=0.076200000941753401 1.9605000019073489 11.539578135000001 1.0580517053604128 8.0257143200000005 27.513094805000005 25.090244000000002 96.70874404907228 13.758170855000001 2.6872649192810063 1.079471290111542 100.38489151000978 362.83680725097662 0.084713350981473937 0.11695516481995584 1.0099684596061709 1.0711222887039187 1.0497827529907229 87.225002288818374 103.21296691894533 0.054487999528646476 1.099329471588135 0.18521668761968615 119.45774841308595 1.0465513467788699 1.0432021617889407 0.046223001554608352 0.074804998934268965 1.0596722364425661 1.024965286254883 decision_type=10 8 8 2 10 10 10 8 8 10 2 8 10 10 10 2 2 2 10 10 8 2 10 8 2 2 10 10 2 2 left_child=-1 -2 3 4 17 6 7 12 -9 10 11 -10 13 -4 15 -15 -17 19 -19 24 -18 -8 -23 -14 25 26 -3 -28 -5 -29 right_child=1 2 5 28 -6 -7 21 8 9 -11 -12 -13 23 14 -16 16 20 18 -20 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31 leaf_value=-0.10167706157372119 -0.11291528386867816 -0.10866926675277225 0.18802839508069119 -0.14199282222330109 0.10929208592836999 0.00036389495509368223 -0.11162650796573124 -0.13958459679720728 -0.095548899613973282 0.084996000776866601 -0.072284619834566508 0.041208756518688439 0.020106158178669578 0.126086165442127 0.13348135711145109 -0.089439832665123314 0.035676666398623318 0.12014736290181052 -0.12493292229478814 -0.077944200484438675 -0.052302295260279269 0.074641898155936984 -0.075350182978094621 -0.079299744523758986 0.087112306652278537 -0.078625284999667644 -0.051982786608979682 -0.010373175098197941 -0.024872799360190542 0.07765210376168416 leaf_weight=5.0726265809498718 3.9998832223936907 4.5945158228278151 7.3807994127273551 9.3388594537973386 38.169653937220573 11629.296948305098 38.721077300608158 12.200392007827757 14.189520463347433 11.020543247461317 48.087639221223071 35.981457978487015 17.588534213602543 9.5563745587132853 10.65670460835099 18.698450520634651 54.498948402702815 4.5222879797220257 14.625907868146895 13.614849930629132 17.077496930956833 7.6202121526002911 18.294867619872093 22.926868610084057 21.958537846803665 17.622898444533348 9.4216760098934156 13.962994481436906 22.914293266832829 51.869314081966877 leaf_count=1058 126 21 32 50 168 78864 217 64 67 51 3453 208 95 47 52 109 245 19 72 95 79 32 78 153 99 77 53 138 110 243 internal_value=0 -1.52454e-05 2.17808e-05 0.0150558 0.0275666 -0.00025773 -0.021242 -0.0078103 -0.0338767 -0.022075 -0.0340839 0.00253051 0.0121824 0.0287944 0.0181573 0.00584675 -0.00688162 0.00707005 -0.0670516 0.0177378 0.0146857 -0.0793988 -0.0312457 -0.0361457 0.0286455 0.015474 0.036242 0.0450894 -0.0587848 0.058982 internal_weight=0 12200.4 12196.4 222.616 190.363 11973.8 344.5 279.864 121.48 109.279 98.2586 50.171 158.384 117.869 110.488 99.8313 90.2749 152.193 19.1482 133.045 71.5764 64.6362 25.9151 40.5154 119.43 97.4714 79.8485 75.254 32.2532 65.8323 internal_count=86175 85117 84991 1145 985 83846 4982 4655 3843 3779 3728 275 812 564 532 480 433 817 91 726 324 327 110 248 631 532 455 434 160 381 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=31 num_cat=0 split_feature=9 8 8 8 4 9 7 2 7 3 2 8 8 7 1 8 0 4 3 4 9 0 0 6 7 8 9 8 1 5 split_gain=5.23918 10.0011 15.3166 23.5606 25.3479 19.1506 13.8882 11.9348 10.1066 8.16968 7.9596 11.0077 11.2964 10.9598 10.4533 9.8132 10.17 9.45363 9.36833 8.27238 7.54527 7.50057 7.30418 7.42098 16.0155 22.8466 14.8054 14.4543 15.0477 12.9926 threshold=1.0066126585006716 49.091092425000006 47.108760685000007 41.376632000000008 0.11567999795079233 1.003304183483124 96.640411376953139 69.795700073242202 97.963802337646499 8.6812500953674334 21.717584609985355 85.728648085000017 83.123132410000011 109.97735595703126 87.080352783203139 81.360097850000017 1.1232500076293948 0.17855834215879443 0.10500000044703485 0.28014999628067022 1.1477001309394839 0.30999997258186346 1.7934499979019167 63.199125289916999 105.86622238159181 48.641006055000013 1.1744956374168398 57.860806910000001 135.81590270996097 2.6266250610351567 decision_type=2 8 10 10 10 2 8 10 8 8 8 8 10 8 10 10 10 10 10 10 2 10 10 10 8 10 2 10 8 10 left_child=1 2 3 4 7 -4 -3 9 -9 -1 11 12 13 17 15 16 -15 -2 -16 22 -13 -20 23 -12 29 -26 -27 -28 -29 -25 right_child=10 6 5 -5 -6 -7 -8 8 -10 -11 19 20 -14 14 18 -17 -18 -19 21 -21 -22 -23 -24 24 25 26 27 28 -30 -31 leaf_value=-0.0019569969227162744 0.025335108038277845 0.087590613721544516 -0.037033073099120205 -0.11148884463189007 -0.11059349862541071 0.14333819935799522 -0.14305659654567734 0.017957557905286907 0.11499492440415585 -0.14103243020825584 -0.00018003067981298699 0.15370240447197209 0.12549623576373223 0.072739157740500132 0.11628464248925391 -0.093011357621081356 -0.1150868992261132 0.16573001788834202 -0.0080115133421910008 -0.07461958342762956 -0.097063962725791167 -0.11864636612541996 -0.084496439549349003 0.096223230332843038 -0.1271729605847417 0.088269310015953756 -0.10893452154322641 -0.0029348580475496884 0.17111388510847272 -0.03372652141742849 leaf_weight=26.86434693122283 10.224225990474226 3.3139764517545673 10.579250669106843 24.667184510268271 17.428519545472227 13.269749559462069 12.301115800626576 27.257699221372604 17.704481227323413 5.0118025582050896 11754.07305945165 1.3644324094057072 12.670420356094835 32.814873968949541 3.3167308606207397 5.0200948789715758 3.1604076419025651 9.0340709402225894 12.37660548463464 14.8649800485 9.9488635517191124 12.137263703625647 10.215394312981514 38.128681724891067 12.450235925614832 22.122874598950148 11.359407648444174 46.982953796163201 5.5546837933361521 9.6388716744258982 leaf_count=203 100 14 89 161 368 70 108 135 99 113 82241 10 62 586 17 30 41 96 73 248 161 143 178 196 62 114 59 311 27 60 internal_value=0 -0.0181239 -0.00981426 -0.0244807 -0.00171294 0.0633268 -0.0941066 0.0229834 0.0561674 -0.0238235 0.000182185 0.0267083 0.0372102 0.0245108 0.00585195 0.0379623 0.0562387 0.0911944 -0.0414476 -6.70918e-05 -0.0668205 -0.0627888 2.59537e-05 9.85089e-05 0.0224865 -0.000562596 0.0177626 -0.00664876 0.0154669 0.0700011 internal_weight=0 158.398 142.783 118.934 94.2668 23.849 15.6151 76.8383 44.9622 31.8761 12037.5 112.068 100.755 88.0843 68.826 40.9954 35.9753 19.2583 27.8306 11925.4 11.3133 24.5139 11910.5 11900.3 146.238 98.4702 86.0199 63.897 52.5376 47.7676 internal_count=86175 1360 1238 1079 918 159 122 550 234 316 84815 1319 1148 1086 890 657 627 196 233 83496 171 216 83248 83070 829 573 511 397 338 256 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=31 num_cat=0 split_feature=4 7 8 8 2 8 3 9 8 9 8 1 6 1 9 0 9 6 9 9 9 8 9 9 1 5 9 2 5 6 split_gain=5.01075 18.4643 18.8792 18.0072 14.5704 15.6004 13.5861 22.3462 21.2116 20.6311 15.9888 15.0778 16.0303 14.3581 14.2307 13.8499 21.4302 20.3661 17.5873 20.643 15.8148 15.8308 13.5794 13.0458 12.823 15.3251 17.3578 15.7468 12.7242 12.581 threshold=0.098001997917890563 94.200740814208999 13.758170855000001 83.758449285000026 8367.0000000000018 61.319998600000012 30.295001029968265 1.2644609808921816 75.139998530000014 1.2476399540901186 73.869909720000024 42.885000228881843 54.210170745849616 71.164203643798842 1.5838068723678591 0.25002999603748327 1.558970093727112 63.199125289916999 1.1226413846015932 1.546302378177643 1.1010892987251284 67.264778700000008 1.2677250504493716 1.2358905673027041 30.435000419616703 2.6498100757598881 1.0727607607841494 883.83499145507824 2.4400500059127812 53.860177993774421 decision_type=10 10 8 10 10 10 10 2 10 2 8 8 10 10 2 10 2 10 2 2 2 8 2 2 10 10 2 10 10 8 left_child=-1 2 29 -4 6 -6 7 9 11 24 13 12 -8 -9 15 16 17 28 20 -20 21 -17 -10 -7 -3 27 -27 -26 -13 -2 right_child=1 4 3 -5 5 23 8 10 22 -11 -12 14 -14 -15 -16 18 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0010723317410931332 0.087478937884338789 -0.12530927932815081 -0.02215063243853653 0.038720164230620052 0.11586506073803969 -0.007480711961705841 0.086616857188690527 0.013306842652370462 0.065776305284338199 -0.098133500463845003 0.0085576836755746292 -0.067358562123820562 -0.10053129142531464 0.098097685453679181 0.11883952551305876 -0.014577314752074098 -0.094656763231696403 0.1284365256657167 -0.06261018169284871 0.12338674912634812 0.054096249070517577 -0.20623783199182899 -0.031095666168191732 0.15492476713310721 0.0027739006285152339 -0.040914065957941614 0.057008978286590753 -0.07954878910647184 0.00246372150509004 -0.019798423831920681 leaf_weight=9321.437110258732 28.847887204028666 7.3797960649244478 829.70234235667158 51.622804793994874 22.369930887594819 38.515443630516529 5.3724938184022895 29.1795444348827 62.6861024601385 20.097589492797852 72.273326437920332 27.098822914063931 30.907090358436108 63.28253071103245 8.8709719739854318 167.899175433442 23.641344126313925 12.535237956792114 125.36481104092672 6.2652995893731704 35.158167108893394 4.4231516420841208 18.813523064367473 5.6749740689992896 299.50842605950311 22.328564525116235 95.62925787223503 25.189782165922225 708.22884448012337 17.60255010635592 leaf_count=69067 134 156 4909 606 129 173 24 153 376 87 578 168 168 451 60 810 159 62 904 34 159 18 149 32 1580 330 463 119 3584 533 internal_value=0 -0.00370847 -0.0153103 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15.3594 15.037 14.0403 12.6659 15.4924 12.6107 11.9802 11.262 10.558 10.6696 10.4074 13.7367 threshold=0.030000999569892887 85.059902191162124 211.64724731445315 0.066814914345741286 126.77050018310548 1.5024287104606631 132.85200500488284 1.1392991542816164 88.902841900000013 2.6593050956726079 107.47714233398439 58.975288391113288 1.2887282371520998 1.2987144589424136 84.718582635000018 1.1980048418045046 1.2012907266616824 1.5024287104606631 83.673071915000023 1.5271995663642886 50.808137893676765 90.667102813720717 1456.4484863281252 88.297967175000011 72.910438015000011 1.406809985637665 83.945794545000012 97.810398101806655 17.637899398803714 1.1342637538909914 decision_type=8 8 10 10 10 2 10 2 10 10 8 8 2 2 10 2 2 2 10 2 10 10 8 8 8 2 8 10 10 2 left_child=1 4 3 -3 5 -1 7 -5 28 -10 11 12 14 26 -9 -16 -12 18 21 20 -19 -15 -23 -22 25 -24 27 -14 29 -8 right_child=-2 2 -4 6 -6 -7 8 10 9 -11 16 -13 13 17 15 -17 -18 19 -20 -21 23 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.11563158863766623 0.00050518543659516866 -0.05441160744111509 0.034626836146519312 0.030658945922203563 -0.15052481003906826 0.12041319560468132 -0.13615320254147797 -0.060050905376623609 -0.043037493341648698 0.11716978500559433 0.18595243709263679 0.10026580483190657 0.2165548954486114 -0.060184715501595723 0.13469829938333958 -0.0756808889813394 -0.10187744872040738 0.093958458707405088 -0.10667328922356803 -0.0035119004006745969 -0.1480462907509745 0.27822003437289805 -0.036176067375394409 0.053332142565356538 -0.059578594281228539 0.35007577125900707 -0.070330395239220411 0.016847220160142562 -0.058958223822678672 0.091888835515627043 leaf_weight=8.9140956993214804 11287.423477035598 81.349762838799506 66.918190103955567 133.91027284879237 11.065341996494679 6.0018492462113491 3.5353869646787635 77.305559728294611 9.4711264073848742 10.955269455909727 1.6753326030448104 14.185435600578783 7.8586426079273188 13.823038782458754 14.973531704396011 16.997571970336139 18.754960933234543 33.187351513653994 22.420666245976463 210.11258570477366 5.2655237270519111 2.9675789377652082 1.3485473040491336 7.595108039677144 6.5444389469921598 1.7147278683260081 2.7032619328238079 4.0558991655707359 83.832763996440917 10.447598912985994 leaf_count=88 75817 1215 429 750 64 39 22 448 41 48 10 83 39 282 103 350 965 188 1709 1950 49 41 22 44 60 31 75 21 1102 90 internal_value=0 -0.00708443 -0.00501293 -0.00834122 -0.0759646 -0.0206523 -0.00310422 0.00228731 -0.0303441 0.0428863 -0.00590975 -0.00257286 -0.00597435 0.00422252 -0.0357968 0.0228493 -0.0782747 -0.000755889 -0.0458098 0.00783048 0.0595847 0.00588277 0.0785056 -0.0291182 0.0168189 0.180036 0.10809 0.148571 -0.0456365 0.0342318 internal_weight=0 889.891 863.91 796.992 25.9813 14.9159 715.642 597.4 118.242 20.4264 463.49 443.059 428.874 319.597 109.277 31.9711 20.4303 304.98 48.819 256.161 46.048 26.3983 12.5753 12.8606 9.60771 3.06328 14.6178 11.9145 97.8157 13.983 internal_count=86175 10358 10167 9738 191 127 8523 7220 1303 89 6470 5495 5412 4511 901 453 975 4376 2145 2231 281 436 154 93 113 53 135 60 1214 112 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=31 num_cat=0 split_feature=5 1 9 8 8 8 3 1 6 8 9 8 2 9 3 7 5 1 4 0 0 7 9 4 8 2 9 8 6 9 split_gain=4.74618 4.90907 18.5379 88.9435 68.1449 71.3057 29.6893 33.98 26.9403 23.6956 27.6965 24.8462 22.3991 22.0369 21.7953 23.8629 20.6672 20.3317 19.4045 31.1668 25.4806 22.4911 21.1671 20.9577 34.636 20.2741 17.8747 17.7673 17.7406 17.6736 threshold=2.8864800930023198 102.86154937744142 1.054794490337372 56.065080170000009 53.385573055000009 47.108760685000007 1.9808999896049502 88.755001068115249 60.939382553100593 72.669456165000014 1.0777724981307986 73.430923220000025 323.08480834960943 1.0083022713661196 115.26855087280275 85.822437286376967 2.7800300121307377 84.454883575439467 0.10920333489775659 0.29004999995231634 0.86050000786781322 90.492675781250014 1.1010892987251284 0.048435999080538757 63.990744600000006 9242.6884765625018 1.1912651062011721 37.490001645000007 57.96794509887696 1.3875452280044558 decision_type=10 8 2 10 10 8 10 10 10 8 2 10 10 2 10 10 8 10 10 10 8 10 2 8 10 10 2 10 10 2 left_child=1 2 3 4 5 6 -1 -8 17 18 -11 14 16 -9 -12 29 -5 -7 19 23 22 -20 -21 24 -4 26 -24 -15 -29 -16 right_child=-2 -3 9 12 -6 8 7 13 -10 10 11 -13 -14 27 15 -17 -18 -19 21 20 -22 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.074479245799552896 -0.095381060821479735 -0.0023438364705608648 -0.071024363433870905 -0.10526302700268285 0.077142949437670916 -0.085372615788381234 0.047893539771641541 -0.089170653378297535 0.058969177485855132 -0.11057867982704549 -0.092431289730941391 0.00079646329691830631 -0.1257707845119965 -0.028060684496535572 0.042872710298255623 -0.033200860024221207 0.018953826875724694 -0.032685649133199775 -0.038928351757895746 0.0054296515739043136 -0.18108502832136364 0.0057532762610376306 0.10164311068344885 0.013971664704238197 0.056776449260099039 -6.1232571346505412e-05 0.043335130358917291 0.062083312314516872 -0.035606894882859667 0.3170449038341564 leaf_weight=34.168185017537326 5.2200666004791847 5170.3356171599589 71.673293153755367 25.681287627667189 102.36711191385984 117.5666362461634 238.94164215726778 28.503753392957151 23.27976259845309 23.184074745047837 54.139106901711784 3215.6009338474832 72.204097639769316 83.187675189226866 7.6901699792360869 59.30517478659749 27.995846807956696 194.27591297402978 132.65895946789533 90.025969989597797 4.9630389912053934 747.1053909426555 113.59003827720881 1252.2789137251675 30.116838179528713 43.847323730587959 97.878893628716469 68.148854665458202 25.562273040413857 3.3865119442343712 leaf_count=526 643 40824 599 289 495 747 1369 141 135 420 558 22751 518 409 287 389 170 959 931 411 43 3655 668 6594 199 232 712 363 121 17 internal_value=0 -7.70457e-06 0.00172044 -0.0105842 0.000247091 -0.00942753 0.0153468 0.0222541 -0.0448022 0.00387599 -0.0016568 -0.00090076 -0.0894004 -0.0075719 -0.0447295 -0.00803628 -0.0404765 -0.052549 0.011077 0.0173028 0.0438892 -0.000984231 0.0471224 0.0104247 -0.0332117 0.0618235 0.0746551 0.00557613 0.0354356 0.126696 internal_weight=0 12159.7 6989.33 1041.88 916.002 813.635 478.512 444.344 335.122 5947.44 3363.31 3340.12 125.881 205.403 124.521 70.3819 53.6771 311.843 2584.14 1704.37 350.305 879.764 345.342 1354.07 101.79 255.316 211.469 176.899 93.7111 11.0767 internal_count=86175 85532 44708 6242 5265 4770 2929 2403 1841 38466 24422 24002 977 1034 1251 693 459 1706 14044 9458 2066 4586 2023 7392 798 1612 1380 893 484 304 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=31 num_cat=0 split_feature=2 6 3 1 6 5 7 9 9 8 8 9 8 8 9 9 8 8 5 1 9 8 8 8 1 9 9 9 4 1 split_gain=4.58857 13.3327 12.704 15.5182 12.5987 11.4763 11.4105 14.4401 15.7902 15.2338 14.1901 13.7635 23.4526 26.7626 13.4198 13.6338 19.6301 12.1631 11.8015 18.5587 11.5085 21.363 22.0835 19.3042 14.6706 11.3651 15.9263 12.69 11.3445 10.4579 threshold=112.51330184936525 59.189291000366218 10.810550212860109 54.73500061035157 60.939382553100593 2.2985000610351567 97.657714843750014 1.1946979165077212 1.239249646663666 83.758449285000026 82.483280285000021 1.1710925102233889 74.680035045000011 75.674278365000006 1.2728846073150637 1.3758142590522768 83.123132410000011 39.379337840000005 2.6227700710296635 114.81845092773439 1.0777724981307986 53.385573055000009 51.21285000000001 70.190128230000013 101.90145111083986 1.2610664963722231 1.1477001309394839 1.3185774087905886 0.049463000148534782 61.094999313354499 decision_type=8 10 10 10 10 10 10 2 2 10 10 2 8 8 2 2 10 10 10 10 2 10 10 10 10 2 2 2 8 10 left_child=1 6 3 -3 5 -5 7 9 10 11 -9 12 17 -14 -10 16 -16 -1 19 20 21 22 -19 -22 -23 26 -6 -27 -17 -11 right_child=-2 2 -4 4 25 -7 -8 8 14 29 -12 -13 13 -15 15 28 -18 18 -20 -21 23 24 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.10822818549976761 -0.00072445480076646315 -0.10521280110446268 -0.02476063245779218 0.13245838066452417 0.046958034444583019 -0.038831863944991808 0.032339656238385923 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9.3896183371543902 13.627987262792884 18.135099125560373 34.805291681550443 27.897973459213972 leaf_count=283 76529 394 1437 32 315 251 1494 330 417 147 116 337 209 343 604 158 221 657 211 274 123 238 47 144 25 57 103 180 325 174 internal_value=0 0.00554775 -0.0103432 0.0130865 0.0222427 -0.0217876 0.0119659 0.00595124 -0.0136352 0.0162063 -0.0569902 0.009998 0.00351354 -0.0494812 0.00110664 -0.0183089 -0.0423538 0.0153639 0.0185885 0.026001 0.0151735 0.0283414 0.00475236 -0.0238001 0.0823712 0.0437612 0.0199548 0.0972088 0.028373 0.0682085 internal_weight=0 1307.24 376.084 143.265 132.973 43.6525 931.158 718.92 247.057 471.863 62.6896 421.538 373.445 68.2466 184.368 121.463 80.1695 305.198 297.438 261.259 224.25 167.618 116.677 56.6323 50.9404 89.3205 61.7957 27.5247 41.2939 50.3251 internal_count=86175 9646 2769 1332 938 283 6877 5383 2171 3212 446 2891 2554 552 1725 1308 825 2002 1719 1508 1234 967 704 267 263 655 418 237 483 321 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=31 num_cat=0 split_feature=9 2 0 3 8 8 3 0 6 8 8 8 9 8 9 9 9 8 7 8 9 9 8 5 8 3 8 9 3 6 split_gain=4.44893 4.61557 8.28408 8.2118 8.2023 7.43081 6.65376 13.122 13.3287 16.3013 23.2659 31.8939 22.336 39.2803 17.3967 25.2999 83.8764 56.1645 27.4778 21.1957 16.1417 14.8915 14.0896 13.1083 16.6225 12.9516 12.5367 15.9096 11.927 44.1467 threshold=1.0016464591026308 39.329999923706062 1.7934499979019167 77.274997711181655 42.537642925000007 47.827284630000008 12.087590217590334 -0.006449999986216425 51.968187332153327 45.692128230000002 53.385573055000009 54.454116875000004 1.0232319235801699 48.197255490000011 1.0760917663574221 1.1744956374168398 1.1946979165077212 75.559999525000009 90.06866836547853 78.137514370000019 1.0497827529907229 1.6024157404899599 80.871604945000016 2.7200067043304448 70.87353305500001 2.920450091362 59.515317785000008 1.0333229303359988 16.234395027160648 50.471309661865241 decision_type=2 8 10 10 10 10 10 8 10 8 10 10 2 10 2 2 2 10 10 10 2 2 10 10 10 10 10 2 10 10 left_child=-1 3 6 4 -2 -6 7 -3 9 25 12 -12 13 -11 20 17 22 18 -16 -19 26 -10 -17 -18 -25 -9 27 -13 29 -8 right_child=1 2 -4 -5 5 -7 28 8 21 10 11 14 -14 -15 15 16 23 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.069004090684086736 -0.029891791449760313 -0.10303475361971937 -0.098979730640600269 -0.081913947518138935 0.086936795839571257 0.01687385734217766 -0.021253742438222922 -0.099067606226393934 0.008210801243519748 -0.064350320813064979 0.13451376452845196 -0.13222490537388473 -0.10342551090339372 0.12023041173601189 -0.10283205387111223 0.12668285135922439 -0.045055801126943879 0.13530883362100196 0.071544485715360095 -0.0084637473699801218 0.041361439145472509 -0.060103651378951753 -0.016260609097394421 -0.026953094279862561 0.10122392846002555 0.052123964635379987 -0.12312159214410859 0.050473682345312423 -7.9183230559592703e-05 0.040415902898933674 leaf_weight=9.3481501103378815 35.697448642342351 13.928002116736023 8.5018183335196209 9.000956788659094 16.14294058829546 243.08820800296962 192.24756566982251 6.3359278093557796 646.18386284448206 44.161502860486507 14.801406651735304 6.4478080272674587 57.602449165657163 15.602659970521925 121.71639541164041 49.00644002482295 152.85109597514383 11.374991521239279 9.7613458484411222 104.05585907585919 91.427034372463822 33.566543677821755 8.0246920064091665 30.062372063286602 15.249997221864758 53.576407387852669 11.614864187315105 18.277951031923294 9795.5467978840461 292.98255776148289 leaf_count=340 898 78 168 83 87 1722 1410 246 4207 219 67 46 541 72 1265 292 1483 54 68 554 506 241 48 232 119 270 75 116 68772 1896 internal_value=0 9.15377e-06 -0.000304115 0.0121768 0.0150484 0.0212368 -0.000232998 -0.0064185 -0.0055224 -0.0140899 -0.0180386 -0.0105832 -0.05899 -0.0161617 -0.0139928 -0.0223763 -0.000296435 -0.0451971 -0.0898858 0.00570415 0.0189524 0.00483739 0.10657 -0.0310523 0.0161852 0.036135 -0.0374249 0.00283084 0.000678891 0.0159825 internal_weight=0 12108.8 11804.9 303.93 294.929 259.231 11796.4 1515.63 1501.7 821.951 762.039 644.672 117.367 59.7642 629.871 502.103 255.195 246.909 131.478 115.431 127.768 679.75 57.0311 198.163 45.3124 59.9123 36.3406 24.7258 10280.8 485.23 internal_count=86175 85835 83045 2790 2707 1809 82877 10799 10721 6273 5757 4925 832 291 4858 4115 2174 1941 1333 608 743 4448 340 1834 351 516 237 162 72078 3306 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=31 num_cat=0 split_feature=4 6 9 9 7 8 9 9 9 8 8 8 8 9 0 7 8 9 5 5 9 8 6 3 7 5 0 1 8 8 split_gain=4.60568 15.684 26.5386 25.4291 16.202 13.0581 19.3095 15.6943 29.5601 21.6108 21.9073 18.921 17.8906 17.0733 18.2401 18.8612 16.8895 20.5688 16.6617 14.3642 17.8578 28.7126 15.0306 17.7083 14.366 16.0525 14.1748 13.3671 15.1135 32.448 threshold=0.098001997917890563 50.680240631103523 1.1076380610466006 1.0760917663574221 88.430774688720717 75.396836080000014 1.2627818584442141 1.2342023253440859 1.1861543059349062 74.797592850000015 74.075884320000014 65.631410680000002 55.793656990000009 1.3427831530570986 0.53004997968673717 94.363582611083999 69.472333410000019 1.2459819912910464 2.2985000610351567 2.4400500059127812 1.28161096572876 73.557281720000006 57.23790359497071 54.441499710083015 103.9820899963379 2.5197299718856816 0.27952314913272863 121.6716995239258 73.722831840000012 70.628452205000016 decision_type=10 10 2 2 8 10 2 2 2 10 10 8 10 2 10 8 10 2 10 10 2 10 10 8 8 10 10 10 10 8 left_child=-1 2 3 4 -2 7 -7 8 9 10 -3 12 -9 14 -14 -16 17 -13 -18 -20 21 -21 -22 -24 25 -23 -8 28 29 -10 right_child=1 5 -4 -5 -6 6 26 11 27 -11 -12 16 13 -15 15 -17 18 -19 19 20 22 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0010369570171188519 0.095408862238119785 -0.0029657858866311997 -0.10754973809590768 0.099231663235610723 -0.11165895738325632 0.0421522925708471 -0.083371902717615021 -0.058256131222542841 -0.038457822846907519 -0.076538401799205832 0.099093188965319712 0.013029621517616691 0.036944534704017977 -0.10278412860421725 -0.027520163121785013 0.21032078601167972 0.22913840049883058 -0.10532682867978807 -0.048022928934952386 0.10900056983887613 0.023547514045101341 -0.11584937150645414 0.033603341936665053 -0.037022883406902296 0.081907658202528877 0.044920941541715775 0.010457447358930465 -0.098274152269153828 -0.12336303619070606 0.061539308378642001 leaf_weight=9251.5436743877362 4.9212201070040491 1417.7398660172476 37.989204413257539 17.521347418427467 16.276165242888965 145.51395227899775 24.274129858706146 20.177247975021601 232.88220930472016 39.379526942968369 21.348963161930442 26.365006759762764 185.08773654699326 8.017769758589564 4.5794881656765964 12.261702001094816 3.2558535486459723 33.139561233576387 50.801690550521016 41.041164323687553 136.43837548419833 15.879056185483934 46.925943400710821 145.82006271928549 11.326770842075346 10.199903324246405 47.815269843675196 32.042378325015306 16.408841043710709 37.703492879867554 leaf_count=69067 28 7430 483 83 550 1160 219 189 1119 185 93 122 1066 382 30 69 14 439 335 172 857 66 260 872 48 43 394 159 77 164 internal_value=0 -0.00356495 -0.0481685 0.0100938 -0.0635857 -0.00232818 0.0211853 -0.00433562 -0.00940876 -0.0034517 -0.00145174 0.00780173 0.0316842 0.0403281 0.0460105 0.145647 -0.00274317 -0.052886 0.00371947 0.00211852 0.00836747 0.0512432 -0.00185011 -0.0198282 -0.0121276 -0.0529695 -0.021137 -0.0370148 -0.0301753 -0.0245242 internal_weight=0 2843.13 76.7079 38.7187 21.1974 2766.43 217.603 2548.82 1797.51 1478.47 1439.09 751.317 230.124 209.947 201.929 16.8412 521.193 59.5046 461.689 458.433 407.631 78.4469 329.184 192.746 37.4057 26.079 72.0894 319.037 286.995 270.586 internal_count=86175 17108 1144 661 578 15964 1773 14191 9227 7708 7523 4964 1736 1547 1165 99 3228 561 2667 2653 2318 329 1989 1132 157 109 613 1519 1360 1283 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=31 num_cat=0 split_feature=1 9 9 5 4 8 8 8 9 8 6 9 4 8 8 8 8 6 4 3 9 8 8 3 0 3 8 3 7 4 split_gain=4.53571 17.8386 16.5856 16.3957 18.1617 22.1378 15.2668 13.5993 16.3856 11.8226 11.7103 16.9802 29.2059 16.2672 22.8885 21.8886 17.6002 28.4406 17.9157 15.1388 22.0063 15.5617 14.8921 14.0943 13.5058 12.8237 11.3917 11.0596 10.9971 17.2436 threshold=64.890895843505874 1.0564270019531252 1.0895128250122073 2.5980166196823125 0.20001550018787387 73.93013833000002 60.522278915000008 39.379337840000005 1.0448677539825442 56.489202475000006 57.435873031616218 1.096052408218384 0.06956499814987184 60.751124400000009 65.504867765000014 59.604882060000008 57.044835510000006 54.391788482666023 0.14700999855995181 54.441499710083015 1.1761901974678042 81.360097850000017 25.090244000000002 142.42850494384768 0.30999997258186346 7.752199888229371 88.435926750000007 41.207149505615241 92.615818023681655 0.21012333035469058 decision_type=10 2 2 8 8 8 10 10 2 10 8 2 8 10 10 10 10 10 10 8 2 8 8 10 10 8 10 10 10 8 left_child=1 7 3 -3 -5 6 -6 8 -1 -9 11 -4 26 15 -15 16 -14 -18 -19 20 -12 28 -21 25 -25 -16 27 -13 -22 -30 right_child=-2 2 10 4 5 -7 -8 9 -10 -11 19 12 13 14 23 -17 17 18 -20 22 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.12827155282199451 0.00049690064414875657 -0.14447240122605934 0.10467484439115418 -0.080860651382275939 0.064597583890608309 0.23251233042201105 -0.090995066948761652 0.062478688909903268 0.18416406468860114 -0.11038222083218006 -0.043456846207038227 -0.023583553207572546 -0.074122935325811531 0.19304343249422729 0.079472706817540498 -0.088921704264478235 0.21834090106104098 -0.12242713777044896 0.067721391800157474 0.13216130915692997 0.058238842148019956 -0.070021051193168482 -0.046012126326545305 0.063435613670608113 -0.11844841672167845 -0.014208421797650314 0.10317044665089886 -0.14176693097255308 0.057520125219077706 -0.080707964902190496 leaf_weight=8.6873874532757309 11210.023644303787 16.20546955242753 16.833921939134598 34.902569286525249 13.065556988120084 4.4020336419343939 12.189759541302918 68.576686945511028 2.0805916935205451 4.1988435788080087 75.681535129668191 12.515544157940893 13.882715396583079 7.9928275858983389 17.010023831389844 32.602707579731941 8.3944193720817584 7.5827742964029339 14.29877322912216 4.8281241357326499 78.071201357990503 15.381633109180255 165.22367663972545 74.214231831952929 4.3201901726424685 103.64662566129118 3.0566140972077838 21.556186305824667 18.906954396516085 17.266525226645172 leaf_count=955 78119 97 119 472 56 21 72 464 9 69 628 117 131 44 140 150 46 34 71 22 511 225 1458 504 53 756 52 608 87 85 internal_value=0 -0.0069684 -0.011593 -0.0545427 -0.0319691 0.0255695 -0.0105009 0.0369859 -0.0679027 0.0525053 -0.00672969 0.00677492 0.00164201 0.0125481 0.0271172 -0.0267749 0.0191087 0.061859 0.00182782 -0.0188868 -0.000609613 0.0244065 -0.0409534 0.0204592 0.0534301 -0.00100137 -0.081764 -0.0983547 0.03712 -0.00845967 internal_weight=0 877.576 794.033 80.7654 64.5599 29.6574 25.2553 83.5435 10.768 72.7755 713.267 337.908 321.074 283.945 207.184 76.7614 44.1587 30.276 21.8815 375.36 205.308 129.626 170.052 199.191 78.5344 120.657 37.1283 34.0717 114.245 36.1735 internal_count=86175 8056 6559 718 621 149 128 1497 964 533 5841 2825 2706 1929 1497 432 282 151 105 3016 1536 908 1480 1453 557 896 777 725 683 172 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=31 num_cat=0 split_feature=9 9 0 7 4 8 9 1 1 8 7 8 8 3 0 3 1 9 4 2 7 1 2 3 4 7 3 6 9 8 split_gain=4.52164 15.7835 13.2631 15.7655 22.3222 15.4415 23.1954 12.5476 17.6491 19.497 14.7005 14.4105 13.7523 12.7762 15.1642 13.3543 16.5788 18.5906 12.3771 10.7748 10.4385 10.4234 10.1613 10.8797 10.3206 9.63402 9.52567 9.29159 8.38235 53.4562 threshold=1.0116130113601687 1.018160939216614 0.29004999995231634 93.435150146484389 0.080005999654531493 41.920930845000008 1.0132265686988833 129.5018005371094 80.730300903320327 40.321323380000003 94.423061370849624 49.976338770000005 39.379337840000005 13.005650043487551 0.52504998445510875 2.59309995174408 98.433982849121108 1.0066126585006716 0.11567999795079233 712.11749267578136 94.140834808349624 99.982028961181655 228.68274688720706 46.968950271606452 0.084694001823663725 97.813060760498061 9.5827898979187029 56.852272033691413 1.0465513467788699 50.568756935000003 decision_type=2 2 10 8 10 10 2 10 8 10 10 10 10 8 10 10 10 2 8 10 8 10 10 10 10 8 10 10 2 10 left_child=7 2 3 4 -2 21 -7 8 12 18 -9 13 -1 15 -15 -11 17 -17 -10 22 -18 -4 -5 24 -24 -14 -8 -25 29 -3 right_child=1 28 5 19 -6 6 26 10 9 11 -12 -13 25 14 -16 16 20 -19 -20 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.14285672383855877 0.041276615948560538 0.0065163221661906903 -0.079059052773485891 0.070057660475479885 -0.13442404273654673 0.082476931276991627 0.0084570612011008496 0.081024844244771743 0.036021409042385544 -0.10997646470166914 -0.02335189184278887 0.030833275481253322 -0.075211580919610332 -0.12705136698062419 0.044298418421744735 -0.1328638478422953 0.070384339419007388 0.11002610884488161 -0.090771053196534668 0.10952245569513559 -0.11128414843447453 0.11949633407959391 -0.053817273240590602 0.092289893154257979 0.11317421954492764 0.036780299782823378 -0.14170127466150931 -0.087309330923514616 0.0005802470518110782 -0.045198936992654079 leaf_weight=5.1611969902878618 19.455666758120064 655.23742743057664 3.5552697289967901 55.837847022339702 11.507835187017916 8.7286526262760145 5.4594252705574062 28.762484636157751 41.936539369169623 18.372001774609089 25.418009661138058 15.181809812784193 8.5557180009782297 47.28818798577413 5.7980602011084548 3.9791260324418571 4.0181037634611156 15.144878223538397 9.4302360739093256 28.65058555174619 14.859411440789698 10.314023427665232 25.965707279741768 17.841160729527477 4.3161798268556586 75.157316871685907 18.679938226938248 3.4352336823940268 10600.099900435656 287.60934432968497 leaf_count=429 119 3799 203 320 70 49 24 169 211 166 136 75 48 218 33 29 17 72 171 150 74 49 126 118 23 532 92 17 76655 1981 internal_value=0 0.000275153 0.0272009 0.0403783 -0.024024 -0.0198872 -0.0572255 -0.0117898 -0.0207586 -0.039101 0.032058 -0.0604672 0.015567 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57.514093399047859 68.343569515000027 1.1043708920478823 93.620300292968764 2.310500025749207 56.489202475000006 0.11237344890832902 55.793656990000009 100.38489151000978 0.36834999918937689 56.153474807739265 1.206338703632355 2.5600099563598637 1.5776674151420595 87.182795360000014 87.598326995000008 1.5715809464454653 98.433982849121108 0.079994998872280135 106.59830856323244 74.980382370000015 168.92400360107425 1.203055262565613 1.33274382352829 1.1226413846015932 53.246049880981452 2.5273933410644536 2141.599975585938 decision_type=8 8 10 10 2 10 10 10 10 8 10 10 10 2 8 2 10 10 2 10 10 8 10 10 2 2 2 10 10 10 left_child=-1 3 -3 5 -5 11 7 9 13 10 -7 -2 -11 -8 -15 18 -17 -18 20 -20 23 28 -23 24 26 -26 -6 -28 -22 -30 right_child=1 2 -4 4 15 6 8 -9 -10 12 -12 -13 -14 14 -16 16 17 -19 19 -21 21 22 -24 -25 25 -27 27 -29 29 -31 leaf_value=0.0023475693068408573 0.044652232521109669 -0.00089959737943857802 0.031233431648303563 0.097760427065531619 -0.080307703920363571 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25.545887539163232 112.58519684174098 106.52926859725267 29.527783531695604 21.85889766830951 121.01290368847549 54.30310192797333 leaf_count=33589 480 42053 1205 101 82 113 931 84 1502 42 24 150 20 20 40 441 132 48 28 19 1006 84 61 229 1386 941 190 124 749 301 internal_value=0 -0.00163224 0.000244313 -0.0107346 -0.00276104 -0.0224927 -0.0298705 0.0434481 -0.0352314 0.100145 0.0245608 0.0195878 0.227618 -0.00951901 0.110735 -0.00595563 -0.0471039 0.0153024 -0.00168555 0.13509 -0.00310028 0.0116298 0.148729 -0.018845 -0.0261526 -0.0404033 0.0219114 0.0489234 0.00331144 0.0233815 internal_weight=0 7236.53 5999.63 1236.9 737.071 499.828 425.267 28.9759 396.291 21.319 13.3834 74.5609 7.93555 177.488 8.60255 714.368 67.1625 27.8167 647.206 6.6258 640.58 330.954 18.9315 309.626 284.08 219.114 64.9659 51.3867 312.022 175.316 internal_count=86175 52586 43258 9328 5922 3406 2776 283 2493 199 137 630 62 991 60 5821 621 180 5200 47 5153 2201 145 2952 2723 2327 396 314 2056 1050 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=31 num_cat=0 split_feature=4 3 8 8 7 6 7 3 7 0 2 1 1 8 8 0 3 5 8 1 5 8 5 6 1 7 1 5 8 7 split_gain=4.40453 12.1127 12.9706 11.5123 9.78723 8.98974 8.06447 8.86369 12.5569 15.5868 8.26062 7.08607 6.38253 13.3724 11.5498 17.7312 13.3614 13.0901 8.16601 7.99971 5.85619 5.72512 5.69566 8.19211 8.18692 6.00241 8.82846 9.63349 8.52985 9.23445 threshold=0.020010000094771389 800.78533935546886 88.018790025000015 73.638540480000017 91.592548370361342 51.424877166748054 98.646739959716811 108.79690170288087 87.639511108398452 0.18998345732688907 4931.3598632812509 110.03092193603517 273.60275268554693 62.880859350000001 60.522278915000008 0.16000659018754962 243.87955474853518 2.5699650049209599 73.130797875000013 inf 2.7200067043304448 62.490172530000002 2.7050149440765385 51.968187332153327 82.310581207275405 85.059902191162124 114.29119873046876 2.6378600597381596 88.484342550000022 87.959163665771499 decision_type=8 8 10 10 10 8 10 10 10 10 10 10 8 8 10 8 10 10 10 8 8 10 8 10 10 8 10 10 8 10 left_child=1 6 3 4 -3 20 7 8 10 -10 -1 -11 -2 14 15 17 21 -14 -15 -17 -4 -16 25 -24 -25 -9 28 -28 29 -27 right_child=12 2 5 -5 -6 -7 -8 22 9 11 -12 -13 13 18 16 19 -18 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31 leaf_value=-0.012161855936428134 0.00044467039422546866 0.15488987065867243 0.078552247658534191 -0.081918567727101113 -0.093881684918013297 -0.041332869614285984 -0.091946423304900271 -0.063055905374046095 -0.074589445167937238 -0.055733885357562511 -0.1069433686886935 0.054667022899636222 0.089101293423840655 0.11087072061623536 0.058608936180079396 -0.33664793857760777 -0.26688483248540051 -0.13932425779427046 -0.042774550114604175 -0.096201768948038058 -0.084806747018018713 -0.17839239855461708 -0.072457866319483463 0.43312716867994605 0.027189919413199332 -0.075834159485606373 0.0090629710258210896 0.079657695404814932 0.12804282313356663 0.020364686308768476 leaf_weight=16.369625722756609 11638.450843533734 4.028395186411216 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366.961 102.01 64.1149 6.63196 37.8953 264.951 255.828 99.8072 62.4568 37.3505 45.695 11686.3 47.8472 33.6996 23.9537 9.7459 14.3322 14.1477 9.62145 18.5137 4.33014 156.021 22.0885 7.58338 133.932 126.826 80.5247 46.3018 41.8404 internal_count=86175 5554 2129 1584 103 545 3425 3309 1488 1006 482 516 80621 731 455 358 97 111 276 247 222 59 1821 627 206 1194 1157 638 519 486 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=31 num_cat=0 split_feature=5 8 8 9 9 7 9 8 7 1 8 9 8 9 9 7 2 9 1 1 9 5 5 7 6 9 8 9 8 8 split_gain=4.35284 4.20703 14.108 12.4704 41.1726 13.8916 13.9531 13.6026 15.5238 17.0271 12.726 29.8988 32.8289 20.6507 17.6132 19.9643 11.5739 14.3536 11.4432 12.2985 12.8061 13.0858 11.4034 10.9716 13.6781 10.7739 17.4163 28.8047 26.3356 12.8589 threshold=1.9605000019073489 87.321885330000015 87.489998390000011 1.5024287104606631 1.1560110449790957 87.882106781005874 1.1109600067138674 88.435926750000007 90.00799942016603 35.254999160766609 87.598326995000008 1.5962566137313845 87.716260455000011 1.6808274388313296 1.6483626961708071 106.59830856323244 4931.3598632812509 1.5715809464454653 157.25249481201175 100.96319961547853 1.6483626961708071 2.5491399765014653 2.4801000356674199 88.89941787719728 50.039224624633796 1.5335874557495119 88.297967175000011 1.5525022745132449 88.226823920000015 88.018790025000015 decision_type=8 8 10 2 2 10 2 10 10 10 10 2 10 2 2 10 10 2 10 8 2 10 8 8 10 2 10 2 8 10 left_child=-1 -2 18 4 5 -4 -7 8 -8 -10 14 12 -12 -13 -5 -16 17 25 19 20 -3 -22 -17 24 -15 29 27 -27 -29 -14 right_child=1 2 3 10 -6 6 7 -9 9 -11 11 13 16 23 15 22 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.11456908479951861 0.00044494551457972787 -0.082277106069639172 0.064768700272707896 -0.11444681692016666 -0.10131273967725851 -0.11542871140325095 -0.21260512847105142 0.10190778292936171 -0.12622537492894467 0.026809245365136476 0.34314417973160033 -0.11049231912178721 -0.059964553995966223 -0.089666288841091152 0.10361309678076958 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2405 25 64 36 305 144 42 148 141 28 358 internal_value=0 -9.02275e-06 -0.00770325 -0.00084554 -0.0248664 0.00987501 -0.0138674 0.00459718 -0.0176055 -0.00207577 0.00862147 0.000635984 0.020655 -0.044817 0.0491359 0.0657609 0.0161924 0.0353841 -0.0383608 -0.0533535 0.0043917 0.059402 -0.0239528 -0.0135204 0.0347359 0.0227939 -0.0207199 0.0276587 -0.0381871 0.0444119 internal_weight=0 12044.4 671.041 548.376 155.026 106.587 74.4052 62.9588 51.2626 47.4812 393.351 328.586 228.116 100.47 64.7649 58.7901 225.002 131.118 122.665 98.8473 26.8602 16.4311 17.4446 68.0443 27.839 114.533 38.015 25.1611 18.2495 76.5184 internal_count=86175 86033 13745 8598 5515 827 494 417 298 273 3083 2699 1705 994 384 321 1684 857 5147 3460 1055 89 77 489 184 780 359 211 169 421 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=31 num_cat=0 split_feature=1 9 9 9 1 8 6 8 8 8 4 6 5 9 8 6 9 0 7 9 5 9 5 4 7 9 0 9 8 7 split_gain=4.08452 13.5112 14.0722 26.02 19.5482 16.8433 13.0642 13.5095 12.3511 13.0161 12.198 13.7159 13.1159 12.002 37.9107 18.7709 16.0475 12.9221 11.699 11.5985 21.0714 21.134 17.7912 18.8402 17.4315 17.1479 11.4162 13.2347 15.856 12.1356 threshold=64.061302185058608 1.0564270019531252 1.232557535171509 1.2833399772644045 62.174999237060554 83.415621595000019 60.596574783325202 84.718582635000018 76.018680405000012 75.674278365000006 0.15003500133752826 58.474561691284187 2.5100499391555791 1.1477001309394839 85.728648085000017 55.945426940917976 1.1209892034530642 0.089829999953508391 109.97735595703126 1.1510209441185 2.5980166196823125 1.1661193370819094 2.6116249561309819 0.17855834215879443 94.363582611083999 1.0828325152397158 0.29999986290931707 1.1929618716239931 73.722831840000012 118.51842498779298 decision_type=10 2 2 2 8 10 10 8 8 8 8 8 8 2 10 8 2 10 8 2 10 2 8 10 8 2 10 2 8 8 left_child=1 -1 5 4 6 8 7 -4 9 19 -5 12 -12 16 15 -15 17 -7 -8 22 24 -22 -3 25 -21 -24 27 -26 -29 -28 right_child=-2 2 3 10 -6 13 18 -9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 21 -23 23 -25 26 -27 29 28 -30 -31 leaf_value=0.033918329113869848 0.00045648293278154734 -0.13235167401753298 0.087095011277628559 -0.066773023914898796 -0.048773377953380825 0.049819488196571268 0.096557476694650132 -0.11496144340809905 -0.083503911896775918 0.15286944992630339 -0.10888999480736859 -0.03284820244221915 0.056156883641700905 0.11840891639381906 -0.12815487747026419 -0.069047055332521354 0.05735538586675909 -0.043046677732604288 -0.13256521578638894 -0.15419113383318306 0.10802157303146527 -0.062465607395512712 0.02498096213497885 0.040785588388035914 0.10391984212739978 -0.094115231188253254 -0.091043427444577177 0.072805213653150999 -0.11743381581577522 0.12930547269582957 leaf_weight=73.882313960930333 11216.418390023871 23.034811347723007 75.865614369511604 39.216671467991546 18.18674045894295 22.017120214179158 3.5831927210092518 3.4598911235807455 44.870145337306894 3.9731109738349906 5.4160942435264579 62.774408544180915 43.373986631631851 14.934855751693251 23.811504086945206 8.3162785023450834 59.987593483179808 46.904030825011432 5.8943729624152192 4.8142290487885466 8.0631099641323072 74.022407654672861 16.417927457019687 24.506804727017879 32.009991131722927 45.858710505068302 10.370580807328221 11.040632680058481 7.2636328041553488 3.2930967807769784 leaf_count=1453 78464 120 433 313 249 189 23 113 606 20 38 701 261 96 907 42 358 372 35 24 40 357 124 109 181 374 57 57 34 25 internal_value=0 -0.00686647 -0.0109205 0.00796318 0.0456803 -0.0209463 0.0650243 0.078282 -0.0349899 -0.0267652 -0.0187998 -0.00193643 0.0378353 0.00375672 -0.0394656 0.0513612 0.0195365 -0.0133802 -0.0459406 -0.0295029 -0.0115076 -0.045719 -0.0542263 -0.0334896 0.0293147 -0.062718 0.0431232 0.0651365 -0.00268683 -0.0379369 internal_weight=0 817.164 743.282 257.771 106.99 485.511 88.8031 79.3255 309.539 264.669 150.781 111.564 48.7901 175.971 47.0626 23.2511 128.909 68.9212 9.47757 260.696 150.878 82.0855 109.818 86.7834 68.7922 62.2766 63.9779 50.3143 18.3043 13.6637 internal_count=86175 7711 6258 2166 853 4092 604 546 2128 1522 1313 1000 299 1964 1045 138 919 561 58 1502 775 397 727 607 378 498 354 272 91 82 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=31 num_cat=0 split_feature=9 9 7 8 4 6 7 1 1 7 1 0 7 4 8 9 9 8 8 4 5 9 3 1 1 8 0 2 9 2 split_gain=4.16563 12.7424 11.8708 11.6252 28.534 13.0486 11.909 11.2496 13.8793 13.6842 12.4259 11.0894 13.0366 18.6289 12.6174 18.2262 11.0554 14.2345 26.7307 16.7135 10.076 10.0665 10.4102 9.96456 8.75957 8.54758 9.90336 8.40569 16.2391 8.39719 threshold=1.0116130113601687 1.018160939216614 112.07624816894533 40.878328720000006 0.11928999796509744 62.784885406494148 94.363582611083999 73.662002563476577 128.08464813232425 112.07624816894533 98.433982849121108 0.29004999995231634 93.435150146484389 0.080005999654531493 41.920930845000008 1.0132265686988833 1.0066126585006716 44.077775450000011 41.920930845000008 0.17001000046730044 2.6734716892242436 1.0099684596061709 28.625000000000004 157.25249481201175 99.982028961181655 47.108760685000007 0.51504999399185192 58.920650482177741 1.0066126585006716 26.836180686950687 decision_type=2 2 10 8 10 10 8 8 10 8 8 10 8 10 10 2 2 10 8 8 10 2 10 10 10 10 10 10 2 10 left_child=2 11 3 4 5 20 -5 27 10 -10 16 12 13 -2 24 -16 -9 18 21 -19 29 22 -18 -14 -13 26 -12 28 -8 -1 right_child=1 -3 -4 6 -6 -7 7 8 9 -11 25 14 23 -15 15 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.034374066439815547 0.037827902300015002 -0.00018107889585370219 0.094814264859438335 0.040975100550517098 -0.09927076480135523 -0.17719806036131094 -0.10629942863903963 -0.084964924059470079 -0.044152421440806437 0.096016975390988302 -0.14595184382095103 -0.072624173769277947 0.05583102470771073 -0.12474386079501734 0.076650181766528089 -0.094295003557507084 0.11963247869838567 0.074734716103094845 0.12357601044949035 -0.13035671000788476 -0.059074188252160521 -0.20978177713616131 -0.10604588857068178 -0.086867276095955334 0.11105046748918408 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410.31430053710943 2.800014972686768 2.5980166196823125 57.514093399047859 104.69990539550783 166.61599731445315 43.264999389648445 98.391803741455092 0.14186333864927295 2.713103294372559 6044.5651855468759 1.3009637594223025 1.3491482734680178 72.315607970000016 1.2887282371520998 4495.4799804687509 76.169631000000024 75.139998530000014 1.1828010082244875 1.2161991596221926 34.141143798828132 78.137514370000019 306.47000122070318 0.060004999861121185 72.792983550000017 1.2459819912910464 73.430923220000025 decision_type=2 10 8 8 10 8 10 10 8 10 8 10 10 10 2 2 10 2 10 8 10 2 2 10 8 10 8 10 2 10 left_child=1 -1 -3 4 -2 -5 7 14 9 11 12 -8 -11 -12 17 -16 -17 19 -19 20 27 26 -23 -24 -21 -26 -22 -7 -29 -30 right_child=3 2 -4 5 -6 6 8 -9 -10 10 13 -13 -14 -15 15 16 -18 18 -20 24 21 22 23 -25 25 -27 -28 28 29 -31 leaf_value=-0.11005572740983023 0.0027538861727161045 0.22671917210300482 -0.11643894079172812 -0.0088735943361278723 -0.084246071301867745 0.0032874119367805725 0.11552500498423035 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564.91397688805591 37.404234241694212 238.48305690102279 11.30012710392475 39.367745622992516 leaf_count=271 29358 36 33 9991 668 18149 129 196 36 538 445 78 57 65 3013 2582 8002 1138 104 980 83 445 80 141 2989 4309 391 1642 55 171 internal_value=0 -0.067676 0.0514874 1.50452e-05 0.00248342 -0.00136837 0.000190958 -0.000886492 0.0278434 0.0315113 0.0220903 0.0764312 0.0426531 -0.00295755 -0.000560908 -0.00859777 0.000846595 0.00137608 0.038151 8.22641e-05 0.00361649 0.0564923 0.0942436 -0.0160859 -0.013288 -0.00540675 -0.045019 0.000756713 -0.0278732 0.0731127 internal_weight=0 8.83816 2.31863 12001.6 4310.52 7691.1 6368.04 6129.22 238.82 232.11 191.869 40.2407 105.368 86.5011 6095.67 1183.82 880.847 4911.85 166.936 4744.91 3752.89 192.559 140.36 43.5739 992.021 874.688 52.1989 3560.33 289.151 50.6679 internal_count=86175 340 69 85835 30026 55809 45818 44470 1348 1312 1105 207 595 510 44274 13597 10584 30677 1242 29435 21157 1140 666 221 8278 7298 474 20017 1868 226 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=31 num_cat=0 split_feature=5 2 7 6 9 9 8 9 4 5 9 7 2 8 8 3 8 3 4 8 1 9 8 7 1 9 9 8 1 8 split_gain=3.86456 3.83984 15.0298 14.3861 23.771 18.5429 15.0676 12.8287 37.4438 25.6678 15.5118 35.0203 30.1142 13.0163 12.1656 15.9262 11.9425 27.9398 18.8063 18.3761 18.6107 17.8656 15.8528 13.5938 13.1076 12.6073 32.6971 14.6869 19.1599 11.8494 threshold=1.9605000019073489 945.13940429687511 94.479389190673842 50.300912857055671 1.0760917663574221 1.0415483117103579 63.49075426000001 1.3642726540565493 0.22822549939155581 2.640009999275208 1.3427831530570986 97.963802337646499 689.15118408203136 88.435926750000007 82.251262175000008 7.752199888229371 62.490172530000002 17.149353027343754 0.050005000084638603 64.993942295000011 76.300849914550795 1.5962566137313845 73.722831840000012 91.356075286865249 133.79336547851565 1.2797898054122927 1.2012907266616824 42.537642925000007 176.22499847412112 74.297319060000021 decision_type=8 8 8 10 2 2 10 2 8 8 2 8 10 10 10 10 10 10 10 10 8 2 10 10 10 2 2 10 10 10 left_child=-1 2 3 4 5 -2 -6 10 9 -9 13 12 -12 -4 -10 -16 23 21 19 -19 -21 -18 -22 -5 29 26 27 28 -25 -24 right_child=1 -3 7 16 6 -7 -8 8 14 -11 11 -13 -14 -15 15 -17 17 18 -20 20 22 -23 24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.11334370757922513 0.025447666664593905 -0.0020615075860817328 -0.0017872539466422957 0.059759839886097579 0.10607917427465402 -0.14056172232933026 -0.0074024395619655819 0.0047412190503880111 0.081986313492455359 -0.097170115306019697 -0.017464632828199971 -0.060741430548022127 0.72436941977524683 0.096118186463955563 -0.19471300131439356 0.035583903188887697 0.084971167194159911 -0.069968153006952902 -0.013295416537748931 -0.091770277006071335 0.089731571192884788 -0.070958463908936106 -0.10477346672115331 0.067706038725278653 -0.057169476714014837 -0.074543681824197724 0.1679424568265751 -0.0065807986698955979 -0.1082969802178932 0.042647418447947005 leaf_weight=3.009434823121409 9.520826659165321 5176.4493243910838 4983.0908827844542 114.61701181810349 12.920077416114507 22.940619238652289 123.9182268504519 407.0402379212901 83.316955116577446 26.311617473722436 1.1187130566686385 69.56821914203465 1.0711782043799756 13.616309944074599 3.150983538478612 63.881845932453871 63.944527819287032 18.836411132942885 349.46856594597921 11.186191518791018 49.093381657730788 8.3018120592460019 5.7327283248305312 62.490575457690284 17.576812202227302 13.949421696364878 14.619441345334051 131.58568001212552 6.8646451234817496 111.46191792958416 leaf_count=142 52 38914 31775 657 112 153 946 3283 485 1659 66 854 11 204 29 289 532 246 2387 216 342 76 27 342 187 68 70 657 31 1363 internal_value=0 -9.17702e-06 0.00155287 0.0119791 -0.0149382 -0.0918718 0.00331233 -0.00056667 0.013472 -0.00144648 -0.00218341 -0.0483469 0.345401 -0.00152046 0.0564715 0.0247584 0.0166304 0.0085066 0.000998401 0.0243529 0.0334617 0.0670533 0.0410807 0.0316352 0.0233586 0.0175897 0.0235519 0.0130468 0.0502856 0.0354361 internal_weight=0 11977.6 6801.2 1149.03 169.3 32.4614 136.838 5652.17 583.702 433.352 5068.47 71.7581 2.18989 4996.71 150.35 67.0328 979.729 635.602 563.356 213.887 195.051 72.2463 183.865 344.127 134.771 229.51 215.56 200.941 69.3552 117.195 internal_count=86175 86033 47119 8464 1263 205 1058 38655 5745 4942 32910 931 77 31979 803 318 7201 5376 4768 2381 2135 608 1919 1825 1577 1168 1100 1030 373 1390 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=31 num_cat=0 split_feature=9 8 8 9 4 3 9 6 0 7 9 6 4 3 8 5 3 2 9 8 5 2 8 4 9 8 2 2 3 1 split_gain=3.82611 51.9114 29.1296 34.8599 26.0703 24.4002 35.4586 25.0382 19.3633 19.286 16.7729 24.5956 19.9357 23.1212 16.1272 27.7621 15.7778 15.7858 15.3388 24.2053 13.9218 13.1943 17.4778 15.2847 12.7564 12.4078 11.7818 11.3708 18.4555 11.357 threshold=1.0465513467788699 56.807741540000009 53.385573055000009 1.0432021617889407 0.033004999160766609 85.202899932861342 1.0283345580101015 57.16821479797364 0.32999996840953832 109.19346237182619 1.0116130113601687 62.096370697021491 0.099994499236345305 4107.3850097656259 47.827284630000008 2.5900232791900639 14.612899780273439 138.53034973144534 1.0399255156517031 59.071444280000001 2.6364799737930302 297.30000305175787 25.090244000000002 0.16477882862091067 1.0415483117103579 49.585035525000009 364.11500549316412 557.34448242187511 117.42420196533205 124.70980072021486 decision_type=2 10 8 2 8 10 2 10 10 8 2 8 10 10 10 8 10 10 2 10 8 10 10 10 2 10 10 10 10 10 left_child=1 2 3 5 -5 6 29 20 16 -9 11 -7 13 -12 15 -15 17 -4 -3 26 25 -14 27 24 -24 -8 -20 -23 -29 -1 right_child=-2 18 8 4 -6 10 7 9 -10 -11 12 -13 21 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0079083944307406489 0.00062773798449206747 -0.12078319357129851 0.12361089799124188 0.13790301768935617 -0.085917342075999062 0.00071805036461919933 0.029931536542584382 0.034051517819053162 -0.15081771662092985 -0.080684485265177755 0.058442493747345683 -0.12498299038826495 0.046177577740840754 -0.110412176968398 -0.048283297430490812 0.090861724665886379 0.099048047695083588 -0.045077294591188762 0.22895163286902626 -0.093741885571010208 -0.10134927145149684 -0.082766594674103355 -0.065740957457483123 0.10629903707866756 0.11681412759448005 -0.086734796816420559 -0.016128620831603352 0.18901540859413529 0.018468747928497533 0.028285286519635123 leaf_weight=333.76707836153219 10514.668673023814 47.581420313566923 7.8746873317286399 5.6142109110951424 71.243216097354889 98.294598423875868 18.68212903290987 46.53025738010183 4.2769121602177611 21.382526811445132 198.35441849008203 18.494961952557787 43.544762047939003 9.0390411615371686 41.680256217718124 28.335555389523506 53.191797859966755 18.771459361538291 4.4133634269237545 15.896348233334718 81.28749568015337 8.1605484401807171 76.405684649944305 6.2046254351735106 4.0295854061841956 17.802997624501586 3.5308155417442322 7.5036805532872668 41.095374502241611 117.11623627692461 leaf_count=2728 76655 481 58 30 422 505 96 246 20 162 1305 118 221 45 174 156 264 140 26 200 560 51 400 29 22 98 22 32 283 626 internal_value=0 -0.00485166 -0.000545256 -0.00425043 -0.0695679 -0.000127834 -0.013653 -0.0504304 0.0564792 -0.00207343 0.0146873 -0.0191881 0.0232073 0.0402166 -0.00551342 0.0421837 0.0675841 0.00477482 -0.0879798 -0.0225102 -0.0783152 -0.00203303 -0.0166727 -0.0449299 -0.0565955 -0.0269961 0.120025 0.0264602 0.0448011 0.00149286 internal_weight=0 1450.11 1378.68 1294.57 76.8574 1217.71 636.569 185.685 84.1149 67.9128 581.143 116.79 464.354 277.409 79.0549 37.3746 79.8379 26.6461 71.4219 23.8405 117.773 186.944 143.399 86.6399 80.4353 36.4851 7.94418 56.7596 48.5991 450.883 internal_count=86175 9520 8791 8309 452 7857 4516 1162 482 408 3341 623 2718 1680 375 201 462 198 729 248 754 1038 817 451 422 194 48 366 315 3354 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=31 num_cat=0 split_feature=8 9 9 7 9 8 1 7 6 6 1 8 8 8 1 2 6 7 0 3 9 9 9 2 5 2 9 7 8 4 split_gain=3.87258 11.7587 43.3176 15.3165 11.3152 19.3414 14.2469 11.5723 11.2694 10.7943 14.9676 14.1881 10.4552 10.3317 9.84529 8.8754 9.4718 9.32337 8.83591 8.73504 11.3531 8.602 14.5675 13.6456 11.7821 18.7393 14.4297 11.9559 11.2033 12.9047 threshold=87.321885330000015 1.5024287104606631 1.1392991542816164 96.776599884033217 1.5271995663642886 88.556267855000016 126.77050018310548 85.059902191162124 47.81947326660157 55.804910659790046 86.518749237060561 88.435926750000007 87.549911195000007 88.018790025000015 164.55944824218753 2412.693969726563 52.404510498046882 94.363582611083999 0.089829999953508391 58.725000381469734 1.099329471588135 1.6105579137802126 1.5653824210166933 423.93499755859381 2.5799700021743779 189.51499938964847 1.6201764941215517 88.037700653076186 87.182795360000014 0.060004999861121185 decision_type=8 2 2 8 2 10 10 8 10 8 10 10 10 10 10 10 8 10 10 8 2 2 2 8 10 8 2 10 10 8 left_child=21 2 3 12 6 18 13 -8 -9 -5 11 -11 -2 -3 -10 16 17 -14 -6 -12 -21 22 -1 -24 25 26 -23 -26 29 -27 right_child=1 4 -4 9 5 -7 7 8 14 10 19 -13 15 -15 -16 -17 -18 -19 -20 20 -22 24 23 -25 27 28 -28 -29 -30 -31 leaf_value=0.00048900531896799843 -0.14277681486643196 -0.025596383906754196 -0.10107368257456401 0.078909529515966331 -0.082825996005382735 -0.10744390151729638 -0.11801534601894184 -0.14234827395577007 0.055738527533463415 -0.17407353392621192 0.1585252168994753 0.11808612754254738 -0.01279380804732295 0.094921917052747717 -0.083188438520818309 0.1141762216490617 0.10180076300087032 -0.10967813625807599 0.0011840708017320106 0.12096536826149212 -0.090758104858751298 0.25945441911385669 -0.0053949196144179321 -0.076181817582086586 -0.056203725660307714 -0.32130813862428237 0.018822552864218113 0.068619777194119755 0.072992818131207601 -0.074923218863417157 leaf_weight=11074.858086491178 7.1848152205348006 8.8052086513489467 57.30308033991605 33.130195420235395 12.989099262282251 18.227424253243953 7.7444771677255622 4.0838949494063845 30.786335105076432 7.2886886126361805 5.1603776426054511 2.1532472223043442 34.973602570593357 37.016753755509853 6.1140366476029149 4.8783315420150748 5.1882659345865241 13.87253228574991 346.32224817667156 4.4068692624568939 5.9551038346253335 3.1864469200372687 63.165462501347065 47.870863504009321 8.7799039483070356 2.4555658400058773 11.43466282635927 60.889265794306993 4.2061287686228743 15.828849178738894 leaf_count=69975 37 43 8584 342 164 434 37 21 172 76 59 22 247 218 37 36 40 88 2462 19 607 14 534 1064 44 17 108 457 29 188 internal_value=0 -0.00751979 -0.0291524 0.00403261 0.000796871 -0.00695078 0.0317331 -0.00590893 0.0152749 0.0414918 -0.00816545 -0.107446 -0.028891 0.071763 0.0327197 -0.0150019 -0.0266643 -0.0403094 -0.00185289 0.052225 -0.000713703 0.000397319 0.000127661 -0.0359131 0.0286455 -0.0168669 0.0712646 0.0528892 -0.0741611 -0.108012 internal_weight=0 653.585 181.495 124.192 472.089 377.539 94.5507 48.7287 40.9843 58.0945 24.9643 9.44194 66.0975 45.822 36.9004 58.9127 54.0344 48.8461 359.311 15.5224 10.362 11292.7 11185.9 111.036 106.781 37.1117 14.6211 69.6692 22.4905 18.2844 internal_count=86175 13745 10157 1573 3588 3060 528 267 230 1125 783 98 448 261 209 411 375 335 2626 685 626 72430 71573 1598 857 356 122 501 234 205 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=31 num_cat=0 split_feature=6 9 9 4 9 8 8 9 8 8 4 9 8 5 9 1 9 8 8 3 9 9 2 3 5 4 7 1 4 0 split_gain=3.96619 28.8864 23.7919 16.2222 14.3024 18.4684 28.5784 19.4491 23.7379 17.1937 27.2643 19.5297 16.6976 16.4263 14.3686 13.4157 12.9265 23.7155 17.5473 12.1623 12.1244 16.5237 27.7064 14.7283 11.0706 10.4098 11.5057 10.1056 25.2571 10.3917 threshold=51.514183044433601 1.0727607607841494 1.0432021617889407 0.1071133352816105 1.1276808977127077 69.08872266500002 59.604882060000008 1.1493571400642397 50.568756935000003 59.515317785000008 0.052771499380469329 1.2342023253440859 69.73619044500002 2.7009150981903081 1.1209892034530642 104.71112442016603 1.0895128250122073 81.947250455000017 60.182958530000008 104.41055297851564 1.1510209441185 1.2342023253440859 1647.2347412109377 52.958499908447273 2.7863349914550786 0.058136999607086189 89.889560699462905 76.67044830322267 0.067003000527620329 0.38492329418659216 decision_type=8 2 2 10 2 10 10 2 10 10 10 2 10 10 2 10 2 10 10 10 2 2 10 10 10 8 10 10 10 10 left_child=1 2 19 -4 13 6 7 8 -6 24 -11 -12 -7 14 16 -15 17 25 -18 -1 -8 22 -22 27 -9 26 -3 28 -23 -29 right_child=-2 4 3 -5 5 12 20 9 -10 10 11 -13 -14 15 -16 -17 18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.057582912548096887 0.00060676459400124802 0.093685546035001024 -0.084035429580682483 0.049804808848801257 0.0019596154110934736 0.090699195149617093 -0.09689095255894839 -0.049339524364024841 0.1616940540932163 -0.056198605326058672 0.081772331129772821 0.4657638586384244 0.0025399707518855962 0.026904369873885472 0.07063462682255002 0.099653831745994376 -0.10899719092516875 -0.11189597028684038 -0.0092943246011100728 0.029398437933646094 0.066689284799318099 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-0.0235862 0.0208782 0.0783849 -0.0123279 0.103942 0.264172 0.00652656 0.0201023 -0.00149864 0.0467444 -0.0141356 0.0313427 -0.0353265 0.00167169 -0.0422268 -0.0330973 -0.00341757 -0.0598402 -0.0352308 0.0701776 0.0296294 -0.0310136 0.0950619 -0.0428555 internal_weight=0 1310.83 183.004 108.976 1127.83 842.399 344.799 101.85 37.2831 64.5671 10.6255 5.31126 497.6 285.43 157.628 127.802 134.13 42.6334 91.4967 74.0279 242.949 208.18 98.6722 109.508 53.9416 33.54 21.9253 67.6877 5.81179 61.8759 internal_count=86175 11735 1293 847 10442 8636 4015 778 181 597 108 46 4621 1806 982 824 808 285 523 446 3237 3037 749 2288 489 165 112 769 48 721 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=31 num_cat=0 split_feature=4 3 8 8 7 6 5 7 8 7 9 9 9 8 9 9 2 6 8 2 9 2 9 1 7 9 8 9 8 9 split_gain=3.9023 9.63832 10.4601 10.2573 8.08193 6.90585 6.64174 6.424 7.27523 16.3513 8.99581 14.5756 8.43797 12.4167 8.23294 7.94735 7.02661 8.69163 6.91375 6.77062 9.84509 6.64835 6.39371 10.7757 7.11127 6.77827 5.96763 33.622 32.8344 21.2723 threshold=0.020010000094771389 800.78533935546886 88.018790025000015 73.638540480000017 91.592548370361342 51.362089157104499 2.740015029907227 98.646739959716811 87.321885330000015 87.959163665771499 1.5900974869728091 1.5838068723678591 1.5024287104606631 87.887373765000021 1.6201764941215517 1.2509382963180544 1980.0065917968752 52.165784835815437 59.698715195000005 5296.0021972656259 1.5271995663642886 9734.2363281250018 1.6973063349723818 110.6290969848633 87.801750183105483 1.204683840274811 78.137514370000019 1.087821424007416 77.190249095000013 1.2112911343574526 decision_type=8 8 10 10 10 8 8 10 10 8 2 2 2 10 2 2 10 10 10 10 2 10 2 10 8 2 10 2 10 2 left_child=1 6 3 4 -3 -4 7 8 9 -1 11 12 -10 -14 15 16 -11 -18 -19 -15 21 -21 25 24 -24 -7 28 -28 -2 -30 right_child=26 2 5 -5 -6 22 -8 -9 10 14 -12 -13 13 19 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.077905450321382019 -0.00026607146500586828 0.14241890207448971 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24.549083318561316 12.32562869787216 1.5377602390944947 1.9133395366370676 3.4191417638212442 10.692076181527225 25.373226440511644 2527.4794003893621 30.871624968014657 76.825874578207731 leaf_count=95 61228 67 210 1481 36 9 586 105 1038 117 226 13 20 370 60 225 43 38 144 43 246 56 13 20 53 240 434 17987 197 775 internal_value=0 -0.0103949 -0.0373531 -0.0628539 0.0552186 0.00519717 -0.00026518 0.00265953 0.00565119 0.0284846 -0.00762254 0.00237034 -0.0023373 0.00717834 0.0459015 0.0318282 0.0472314 0.0256369 4.66825e-05 0.000516808 -0.0284562 0.0208184 -0.0363783 0.0406679 -0.0371408 -0.0801216 0.000279261 0.00454714 -0.000930137 -0.0558147 internal_weight=0 352.951 96.4003 60.2762 6.55719 36.1242 256.55 248.345 240.04 88.2434 151.796 129.907 127.391 112.07 75.8295 64.1307 53.8256 39.6588 30.5349 107.754 46.1285 21.5794 18.971 6.87024 4.9569 12.1007 11561.7 2552.85 9008.82 107.697 internal_count=86175 5554 2129 1584 103 545 3425 2839 2734 722 2012 1786 1773 735 627 567 342 225 182 715 345 99 335 86 66 249 80621 18421 62200 972 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=31 num_cat=0 split_feature=0 4 4 6 3 7 8 5 1 4 4 4 4 3 7 8 4 0 5 3 5 4 8 1 2 0 4 4 6 9 split_gain=3.85573 6.54809 4.70525 5.23871 13.6503 13.0446 14.6005 11.6788 11.4645 7.1205 8.78837 9.76105 8.56418 7.82841 6.14464 6.25936 8.42925 5.56427 13.0919 6.71943 5.48083 5.4432 6.42677 5.21305 5.04872 4.94955 5.31321 4.80015 10.7897 24.7291 threshold=2.2992999553680424 0.34634999930858618 0.28014999628067022 63.199125289916999 1212.7578125000002 105.86622238159181 47.108760685000007 2.2985000610351567 51.555000305175788 0.12996499985456469 0.17531999945640567 0.23009499907493594 0.15221333503723147 332.28517150878912 109.19346237182619 73.498535265000015 0.059196500107645995 0.20521660149097445 2.6364799737930302 8.2114148139953631 2.599985003471375 0.12001499906182291 72.315607970000016 98.759304046630874 58.920650482177741 0.46677000820636755 0.13950666785240176 0.098001997917890563 50.680240631103523 1.1076380610466006 decision_type=10 10 10 10 10 8 10 10 10 8 10 10 8 8 8 10 8 10 10 10 10 8 10 8 10 10 10 10 10 2 left_child=2 -2 3 27 5 17 -7 -8 -9 13 12 20 25 14 -10 16 -16 23 19 -19 -12 -21 -23 -5 -13 -11 -27 -1 29 -29 right_child=1 -3 -4 4 -6 6 7 8 9 10 11 24 -14 -15 15 -17 -18 18 -20 21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.00094864555416433901 -0.082761254078035931 0.13208712537059267 -0.049199263872218367 0.16742529233616382 -0.10297663210126738 -0.10845941643254423 -0.10453807470761421 -0.15740535002809547 -0.11508979207313226 0.090860471750665084 -0.065931715202713223 0.014820795777994451 0.16079601326395926 0.13998596211262834 0.13575687342536708 0.077238771436452025 -0.053956643932625385 0.18754608112520321 -0.11314084510026726 0.10128175022063715 0.071560433344505028 0.069325753130781514 -0.09326913875407615 0.04793270277100975 0.17634623329127813 0.071062646239710245 -0.11017563923751737 0.017881920516103562 -0.0028329357904124958 -0.10031765299288453 leaf_weight=9055.5731662075268 11.045331470202653 1.6276047760620702 19.390952681365889 9.1666065007448161 8.8279116675257665 10.041329051367937 7.2084471248090258 3.2317653205245724 5.1823302470147672 11.0741712031886 12.007438689470293 3.5121210766956201 11.67332518100738 3.6094048246741286 2.7251738831400907 8.1335434913635236 16.658052918501202 4.284973591566092 4.4243831648491314 10.03706441726535 3.8221745630726209 5.4348364174366051 4.398295134305954 6.0677074696868667 4.3094900054857135 3.2469204301014534 3.2233563140034676 34.70868370262906 2578.718544366071 36.119934048037976 leaf_count=68769 212 22 905 50 47 76 44 29 26 69 71 27 81 21 18 50 115 20 34 54 27 25 20 36 22 18 25 204 14589 469 internal_value=0 -0.0551679 2.02397e-05 0.000100663 0.0179434 0.0248988 0.00647063 0.0180554 0.0276184 0.0343236 0.0577406 0.0124247 0.0944229 0.000226009 -0.015201 0.00361137 -0.027284 0.0710217 0.0450032 0.0739697 -0.0327332 0.0494771 -0.00340187 0.119832 0.103817 0.0502611 -0.0192265 -0.000146741 -0.00389053 -0.0423954 internal_weight=0 12.6729 11886.8 11867.4 162.301 153.473 109.659 99.6177 92.4093 89.1775 52.869 23.6512 29.2178 36.3085 32.6991 27.5168 19.3832 43.8139 28.5796 24.1552 15.8296 19.8702 9.83313 15.2343 7.82161 17.5444 6.47028 11705.1 2649.55 70.8286 internal_count=86175 234 85941 85036 1005 958 719 643 599 570 340 147 193 230 209 183 133 239 153 119 98 99 45 86 49 112 43 84031 15262 673 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=31 num_cat=0 split_feature=4 1 8 8 9 8 9 5 9 6 9 1 0 9 9 9 8 8 8 9 9 8 7 8 8 9 7 9 8 9 split_gain=3.98885 20.958 21.7747 47.803 54.207 35.5043 32.0328 40.0037 32.0283 27.242 18.2102 17.1423 13.9143 23.1531 15.1944 57.4047 37.6888 33.4177 30.3699 16.6157 33.7346 33.5273 31.9367 25.6692 25.0227 21.326 19.277 18.3698 17.967 17.8932 threshold=0.049463000148534782 75.540901184082045 65.094124090000022 71.893560340000008 1.2762882113456728 60.968498590000003 1.1293502449989321 2.6593050956726079 1.0911181569099428 49.875751495361335 1.1226413846015932 87.354000091552749 0.12999981641769412 1.558970093727112 1.0828325152397158 1.067902743816376 57.860806910000001 57.860806910000001 59.392466590000005 1.162797808647156 1.222699046134949 84.859308435000017 109.97735595703126 60.076609070000011 83.758449285000026 1.1611987948417666 92.847381591796889 1.087821424007416 85.100540475000017 1.2375842332839968 decision_type=8 10 10 10 2 10 2 10 2 10 2 10 8 2 2 2 10 10 10 2 2 10 8 10 10 2 10 2 10 2 left_child=1 -1 5 4 8 9 7 -7 11 -3 -10 -4 13 14 15 17 -16 -2 -18 25 22 24 23 -21 26 27 29 -20 -23 -22 right_child=12 2 3 -5 -6 6 -8 -9 10 -11 -12 -13 -14 -15 16 -17 18 -19 19 20 21 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.077010646617917747 0.013296578015677013 -0.084087254136874942 0.040556364301705568 -0.0050047905337074769 -0.064296737278155061 -0.13575665999101125 -0.091565337661422733 0.12301404114165285 0.13810203763699433 0.0005415727266011107 0.062689978495534884 -0.094639229931567967 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304 157 10781 1068 57 1984 83 210 2773 872 164 52910 565 1088 711 775 304 138 159 235 28 168 1187 150 55 3235 1424 344 1451 internal_value=0 -0.00417935 -0.00269889 0.00497683 0.0430744 -0.0175904 -0.0654557 0.032648 0.0624194 -0.00614255 0.0796934 -0.0214271 0.000773426 0.00780689 0.0095648 0.0261 0.00525171 0.00463462 0.0105874 0.00594179 9.99562e-05 0.0106044 -0.0302096 -0.0392811 0.0138212 0.0269439 0.0108178 0.0216522 -0.121853 -0.0140698 internal_weight=0 1943.73 1905 1257.06 260.976 647.944 125.057 26.287 221.134 522.887 183.359 37.7755 9951.42 2192.89 2130.53 440.764 1689.77 325.58 1498.49 1354.28 1059.55 786.854 272.7 254.797 768.198 294.72 747.499 283.74 18.6561 219.736 internal_count=86175 19451 18453 13252 2471 5201 2124 140 1403 3077 1082 321 66724 13814 13249 2812 10437 2101 9349 8574 6957 5443 1514 1346 5071 1617 4921 1562 372 1686 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=31 num_cat=0 split_feature=1 3 1 8 8 8 9 9 9 5 8 8 9 9 0 7 9 9 9 8 4 9 4 9 7 9 6 5 6 6 split_gain=4.04017 19.9664 25.8657 23.8024 20.7255 32.7213 40.0568 24.0005 43.4408 21.5299 19.546 28.9609 26.177 45.3565 23.7627 23.8709 22.0897 21.2561 31.7659 22.9804 21.1428 20.8737 20.7181 19.1344 19.0844 18.0857 17.8085 16.8214 16.3803 16.1739 threshold=122.09254837036134 230.7561950683594 132.85200500488284 25.090244000000002 46.426018395000007 65.747008215000008 1.1577662825584414 1.2560290694236758 1.2644609808921816 2.3205000162124638 65.094124090000022 71.893560340000008 1.2342023253440859 1.2610664963722231 0.030000104568898681 94.889053344726577 1.087821424007416 1.2112911343574526 1.1980048418045046 75.253016200000005 0.052423998713493354 1.2694969773292544 0.080005999654531493 1.2924330830574038 98.050918579101577 1.0777724981307986 51.625030517578132 2.6227700710296635 50.844892501831062 51.302978515625007 decision_type=8 8 10 8 8 8 2 2 2 10 10 10 2 2 8 8 2 2 2 10 8 2 8 2 10 2 10 8 10 10 left_child=-1 2 3 29 27 7 -7 9 -9 -6 20 16 17 -14 15 -15 -12 18 19 -13 -3 -16 -21 -23 26 -22 -20 -4 -11 -2 right_child=1 10 4 -5 5 6 -8 8 -10 28 11 12 13 14 21 -17 -18 -19 24 22 25 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00092310978113635035 -0.12515277486590778 -0.06426754143611553 -0.04736305142335126 -0.023822462225169674 0.071752472608619541 -0.063824818650122406 0.01307974237096658 0.31938964657502061 0.055024667890371748 -0.079688778761760948 -0.12757775377745889 -0.058716712233668936 0.11467702258159269 0.20917660433448534 -0.10830386777708401 0.016526256460242968 0.072106559134836642 -0.10251776233844137 0.13599132524429949 0.18800006833065525 0.014672655509205136 0.065007316032778054 -0.09028329929441431 -0.018210003943589622 0.30616169314056285 -0.036446432401630924 -0.037934275929821661 0.030107042541237292 0.021434551960882866 0.086748916729011638 leaf_weight=9343.1250648681889 4.0758198574185363 131.10191054851748 95.313351064920425 398.9357644993579 88.085071705281734 90.927724523702636 265.45733146020211 7.7668630182743064 31.122706252615899 16.625889610499144 6.0324790365993968 109.16795885562897 34.325725097674876 9.493919671513142 22.441650994122028 19.940833490341902 67.844191434327513 43.001193409785628 11.249078410677617 7.5146230049431306 116.06236034445465 31.669468575622886 4.1543194353580475 216.64913229085505 3.173614837229251 171.44795524934307 12.350626762025056 39.703268922865391 438.38802474737167 30.985719531774521 leaf_count=66265 22 1050 467 2991 817 814 2803 50 175 108 48 713 184 60 103 121 569 279 65 46 813 141 20 2215 19 2530 94 206 2247 140 internal_value=0 -0.0035852 0.00372113 -0.0168797 0.0120505 0.0173214 -0.00654161 0.031934 0.107823 0.0264999 -0.0144079 -0.00282217 -0.0110694 0.00578402 -0.00666733 0.0786639 0.0558011 -0.040647 -0.0226231 -0.0444591 -0.0309865 -0.0159438 0.088927 -0.00759683 0.0759302 -0.0158106 0.0449694 -0.024582 0.0177396 0.0621159 internal_weight=0 2525.01 1507.39 433.997 1073.39 938.374 356.385 581.989 38.8896 543.099 1017.62 599.009 525.132 334.521 300.195 29.4348 73.8767 190.611 147.61 120.837 418.612 270.76 11.6689 248.319 26.7733 287.51 23.5997 135.017 455.014 35.0615 internal_count=86175 19910 10840 3153 7687 7014 3617 3397 225 3172 9070 4677 4060 2824 2640 181 617 1236 957 779 4393 2459 66 2356 178 3343 159 673 2355 162 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=31 num_cat=0 split_feature=9 8 8 9 4 3 9 6 0 9 8 8 8 0 7 9 1 8 4 3 2 7 8 4 9 4 0 8 6 1 split_gain=3.85681 43.1469 24.2679 28.0311 22.2829 19.3941 28.9687 20.6977 16.1113 14.5084 19.4583 14.2044 24.718 19.2115 23.2985 17.3293 15.1197 14.5346 13.4776 12.8169 13.1306 12.2231 12.8399 11.121 10.8516 10.4689 10.3306 9.92234 19.2922 14.2517 threshold=1.0465513467788699 56.807741540000009 53.385573055000009 1.0432021617889407 0.033004999160766609 85.202899932861342 1.0283345580101015 55.135643005371101 0.32999996840953832 1.0399255156517031 59.071444280000001 39.379337840000005 25.090244000000002 0.32726997137069708 95.422435760498061 1.0316978693008425 71.956893920898452 47.827284630000008 0.059998499229550369 14.612899780273439 138.53034973144534 109.19346237182619 52.112075745000006 0.16000332683324817 1.0349020361900332 0.19007666409015658 0.089829999953508391 49.091092425000006 60.596574783325202 103.16975021362306 decision_type=2 10 8 2 8 10 2 10 10 2 10 10 10 8 10 2 10 10 10 10 10 8 8 10 2 8 10 10 10 10 left_child=1 2 3 5 -5 6 -1 -8 19 -3 -11 12 -7 14 -13 23 17 -15 -9 20 -4 22 25 -14 -18 -20 -16 29 -29 -28 right_child=-2 9 8 4 -6 11 7 18 -10 10 -12 13 15 16 26 -17 24 -19 21 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.00077395114783768604 0.00062713888477244374 -0.11833228652749213 0.11432644082811941 0.13381971860888175 -0.079050157175334534 0.020191173636660828 -0.081444219881097679 0.15228247338348527 -0.1421766646769729 0.10109895716815474 -0.089959183459286399 0.077525121287085663 -0.097490640694958455 0.11490557971484675 0.11809550346262079 0.012127566095680791 -0.037451311735468971 -0.11430783590435843 0.002928091634929682 0.090049244357029823 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14.3766 13.7698 13.3949 12.6053 17.2973 threshold=95.410400390625014 46.426018395000007 1.0531262755393984 370.52030944824224 2.2710633277893071 59.515317785000008 53.385573055000009 59.289501190185554 104.69990539550783 1.0777724981307986 2.6776800155639653 0.14999667555093768 68.343569515000027 86.518749237060561 1.087821424007416 0.069995000958442702 67.264778700000008 1.0828325152397158 466.54255676269537 1.0711222887039187 2.7109100818634038 6449.7519531250009 0.10300850123167039 201.88640594482425 7.752199888229371 134.34804534912112 27.755000114440922 1.0267012119293215 76.300849914550795 1.1392991542816164 decision_type=8 8 2 10 10 10 10 10 10 2 10 10 10 10 2 10 10 2 10 2 10 10 10 8 10 10 10 2 10 2 left_child=1 4 3 5 -1 6 8 -6 27 10 12 -12 13 18 15 16 25 -17 -4 23 28 22 24 -15 -22 -11 -26 -3 29 -16 right_child=-2 2 9 -5 7 -7 -8 -9 -10 14 11 -13 -14 19 20 17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0663220973230121 -0.0016831368754453805 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82.40972363948822 15.763114482164381 19.300273791886866 76.495887271128595 93.748621851904318 33.667820945382118 91.840661377762444 12.984312504529951 72.366854984429665 64.892765257507563 2330.6545593707124 1155.608637941652 leaf_count=1062 48952 431 568 1138 2246 294 308 230 150 163 565 66 244 60 1858 141 472 201 359 73 127 759 560 145 659 56 807 363 14219 8899 internal_value=0 0.00183555 2.56316e-05 -0.0276273 0.0213622 -0.00509184 0.00372788 0.026729 -0.0140608 0.00244827 0.0217904 -0.0729574 0.042822 0.0531627 0.000913999 -0.0385061 -0.00852533 -0.0966095 0.0737037 -0.0133658 0.00259809 0.0252954 0.0374755 -0.0494555 0.0565788 -0.097535 0.0666319 -0.02508 0.000475802 -0.00683562 internal_weight=0 5533.24 5063.87 407.903 469.368 242.142 220.615 442.297 166.635 4655.97 342.182 62.1582 280.024 254.48 4313.79 176.741 116.585 60.1566 194.444 60.0357 4137.05 353.752 277.256 44.2726 183.508 39.3469 164.208 146.834 3783.29 1452.64 internal_count=86175 37223 33685 2684 3538 1546 1252 2476 944 31001 2080 631 1449 1205 28921 1033 691 342 927 278 27888 2912 2153 205 1593 219 1466 794 24976 10757 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=31 num_cat=0 split_feature=9 7 8 4 8 2 3 8 0 9 0 7 5 9 5 6 7 1 1 2 2 5 9 8 5 0 8 8 2 7 split_gain=3.97231 9.76581 9.51165 23.2858 8.64601 11.6149 12.703 11.1323 26.2012 26.0865 10.8368 9.27148 11.2354 8.43159 7.70636 7.44822 7.31028 9.57529 10.421 7.21974 6.72864 11.2204 10.5092 27.4955 8.94142 8.53595 21.6206 9.43508 8.37836 8.73445 threshold=1.0116130113601687 112.07624816894533 40.878328720000006 0.11928999796509744 42.537642925000007 292.52249145507818 218.06399536132815 44.077775450000011 -0.012469999957829712 1.0066126585006716 0.58004999160766613 88.570766448974624 2.4801000356674199 1.0132265686988833 2.7033433914184575 62.405439376831062 93.146469116210952 69.203296661376967 132.85200500488284 482.65499877929693 55.204999923706062 2.5500099658966069 1.0727607607841494 68.343569515000027 2.3698499202728276 0.86050000786781322 85.351314280000011 87.321885330000015 945.13940429687511 100.03244400024415 decision_type=2 10 8 10 10 10 10 10 10 2 8 10 8 2 10 10 10 8 10 10 8 10 2 10 8 10 10 10 10 8 left_child=1 2 3 14 5 6 -4 9 -9 -6 -11 12 -10 19 15 16 17 -1 -19 -2 21 22 24 -24 -15 -22 28 -28 29 -27 right_child=13 -3 4 -5 7 -7 -8 8 11 10 -12 -13 -14 20 -16 -17 -18 18 -20 -21 25 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=0.085996349653884072 0.059284063990172046 0.088286241685790412 -0.05046559525409703 -0.09446109316617099 -0.098338766152209794 0.032594613952209882 -0.17217239508936855 -0.12862015913269112 -0.044288882177364979 -0.066262672410755133 0.13517863263293262 -0.017323962335488444 0.14025885499253146 -0.049884638199725273 -0.11127697547869497 -0.10725159256075029 0.082360979671837101 -0.037513593266926583 0.19565024804025996 -0.040923918736741748 -0.00013267915901458806 -0.016417804365117021 -0.084898122176648105 0.024186533167192818 0.071905023313646427 0.0091191295310869211 0.093084429750465769 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0.0415245 8.32196e-05 0.0126595 0.0220667 0.0128162 0.0587226 -0.000383653 -0.0311643 0.0413422 -0.0645315 -0.0445123 internal_weight=0 301.952 292.426 95.5797 196.847 84.939 71.1011 111.908 81.9754 29.9322 20.8655 62.3144 14.361 11509.1 78.4792 75.0047 71.765 38.7762 25.1932 49.3069 11459.8 410.197 309.928 247.475 62.4528 11049.6 89.3657 28.1646 61.2011 47.342 internal_count=86175 2380 2306 1103 1203 530 426 673 494 179 124 390 91 83795 569 545 529 369 244 340 83455 3505 2207 1777 430 79950 997 318 679 494 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=31 num_cat=0 split_feature=9 9 8 8 2 4 6 9 7 6 1 7 6 1 3 6 8 9 5 9 8 9 1 8 8 4 1 3 9 8 split_gain=3.95597 27.0463 53.9288 86.8754 25.878 51.5935 20.1366 18.6097 69.4563 20.9944 15.4529 14.9137 20.9329 16.6498 18.0307 15.7713 14.8521 18.7193 14.7148 42.1274 80.7248 23.3902 21.0356 27.8724 17.7743 16.6794 22.2781 25.7955 24.8113 31.7176 threshold=1.1243017911911013 1.1043708920478823 72.315607970000016 77.190249095000013 870.12850952148449 0.048435999080538757 53.092426300048835 1.1010892987251284 94.652008056640639 53.760551452636726 96.290100097656264 99.208786010742202 57.302055358886726 109.43389892578126 0.6850000023841859 59.189291000366218 45.692128230000002 1.1359563469886782 2.6852366924285893 1.0727607607841494 50.568756935000003 1.018160939216614 85.923751831054702 59.392466590000005 39.379337840000005 0.050005000084638603 82.676879882812514 17.637899398803714 1.087821424007416 74.151832615000018 decision_type=2 2 8 10 10 10 10 2 10 8 10 10 8 10 10 10 10 2 10 2 10 2 10 10 10 8 10 10 2 10 left_child=1 7 4 -4 -3 -6 -5 11 -9 -10 -11 13 -13 14 -1 -14 17 -2 25 20 24 -22 -21 -24 -20 -16 27 28 29 -27 right_child=16 2 3 6 5 -7 -8 8 9 10 -12 12 15 -15 18 -17 -18 -19 19 22 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.07133417125802631 -0.0046365900717688082 0.071465772293759125 -0.10151179148898155 0.0071940391782814974 0.079076951976516457 -0.018647779593527959 0.090365103519637946 -0.085872168720597442 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880.03563538379967 281.28870606445707 33.604286637157202 8.3662845222279412 leaf_count=935 431 903 982 879 414 682 214 504 22 28 126 1412 618 5772 473 994 57247 3003 506 504 33 1011 324 174 274 1478 4435 1528 203 66 internal_value=0 0.00238498 0.0205804 -0.0133987 0.0436995 0.0208863 0.022072 -0.00107205 -0.0383732 0.0750023 0.101719 0.000308714 -0.0156033 0.0029987 -0.00233075 0.00476246 -0.00141963 -0.0437798 -0.00100826 -0.017559 -0.0435896 -0.110847 0.0209161 0.0483111 0.00424961 0.00357769 0.000955566 0.0167713 -0.00547135 0.0060802 internal_weight=0 4299.75 686.496 277.963 408.533 224.269 198.183 3613.26 128.976 38.0807 33.7155 3484.28 503.854 2980.43 1975.84 252.137 7500.11 81.8666 1938.69 420.631 250.889 104.281 169.741 105.719 146.609 1518.06 1428.66 548.621 267.333 233.728 internal_count=86175 25494 4074 2075 1999 1096 1093 21420 680 176 154 20740 3024 17716 11944 1612 60681 3434 11009 2826 1824 1044 1002 498 780 8183 7710 3275 1747 1544 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=31 num_cat=0 split_feature=9 0 7 9 8 8 6 2 5 6 1 8 2 7 8 8 1 3 8 0 8 1 7 8 1 7 1 5 0 1 split_gain=3.546 21.2991 19.9621 17.2777 28.4113 13.9998 20.3876 12.5581 14.0645 14.2328 10.125 10.0891 13.8948 12.6649 10.0176 20.0836 9.76889 9.31062 10.2989 9.23295 8.98681 12.311 10.9423 8.34845 8.47576 8.11195 7.98408 7.43808 7.08612 6.88373 threshold=1.6318134069442751 0.21000001579523089 93.146469116210952 1.5900974869728091 87.291245100000012 87.385966165000013 52.311855316162116 737.08648681640636 2.5399399995803837 62.096370697021491 115.69050216674806 87.182795360000014 763.82550048828136 88.037700653076186 73.638540480000017 73.557281720000006 101.90145111083986 68.530090332031264 87.238997570000009 0.19000002741813662 88.080442725000012 106.68192672729494 89.889560699462905 87.716260455000011 101.90145111083986 93.060775756835952 62.174999237060554 2.5700099468231206 0.55435001850128185 99.102649688720717 decision_type=2 8 10 2 10 10 8 8 10 10 10 10 8 10 10 8 10 10 10 8 10 8 10 10 10 10 10 8 8 10 left_child=3 2 5 -1 11 19 20 8 9 -3 16 12 14 -13 15 25 -8 -15 -19 -2 22 -22 23 24 -7 -5 -16 -9 29 -11 right_child=1 7 -4 4 -6 6 10 27 -10 28 -12 13 -14 17 26 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00013380495036427613 0.09113266972849654 -0.072157276204812812 0.099209004215305971 -0.095880504078384207 -0.11079630862416788 0.12557943707213837 0.0084226896714166954 -0.17075183393002275 0.062972413597788851 -0.033840288267463325 0.038627178408816701 -0.16328498840433925 -0.087058225087930569 -0.07073532166193934 0.11815065247109212 0.27945336326992409 -0.13690713727303883 0.13136835307257272 -0.0097404922190365995 -0.053880809658121455 0.26580045890850207 0.032207210801702531 0.091598802521955874 -0.11403950911874697 -0.028838304529901326 0.04072738209515353 -0.096340518115108187 -0.051146423237625728 -0.10040548310190643 0.1119792769718726 leaf_weight=11382.710649911605 28.384326301515102 31.889471981674433 37.150072429329157 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112.27 78.6921 99.9803 72.7784 50.0655 31.2937 98.6709 67.8015 30.8694 41.9425 28.3014 24.6623 28.0705 23.4959 33.5784 47.3984 9.66323 37.7352 26.1094 18.6015 25.1828 13.6411 27.2019 18.176 15.1288 internal_count=86175 1691 1060 84484 1695 747 494 631 433 275 229 1084 942 142 373 226 190 130 101 253 265 64 201 146 90 211 147 198 110 90 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=31 num_cat=0 split_feature=1 3 1 8 8 8 9 9 9 8 8 9 0 9 9 8 8 9 8 8 8 9 9 4 9 4 9 6 6 8 split_gain=3.41312 15.8275 20.5544 19.1603 17.5755 27.7691 20.5039 36.3842 19.7856 24.2542 39.5689 22.0852 18.6999 20.1904 20.8778 18.2139 22.5601 17.6724 16.841 16.6274 25.2927 32.4396 20.567 17.752 23.4134 16.3543 15.9828 15.8698 17.9334 15.6167 threshold=122.09254837036134 230.7561950683594 132.85200500488284 25.090244000000002 65.504867765000014 71.893560340000008 1.2342023253440859 1.2610664963722231 1.2161991596221926 73.130797875000013 74.297319060000021 1.1694471240043642 0.030000104568898681 1.2987144589424136 1.3009637594223025 75.253016200000005 75.396836080000014 1.2694969773292544 73.869909720000024 46.426018395000007 65.747008215000008 1.1577662825584414 1.054794490337372 0.053401499986648567 1.2627818584442141 0.052423998713493354 1.087821424007416 55.135643005371101 54.137121200561531 44.85843363 decision_type=8 8 10 8 10 10 2 2 2 10 10 2 8 2 2 10 10 2 10 8 8 2 2 8 2 8 2 10 10 10 left_child=-1 2 3 -2 25 26 8 -8 9 -7 11 18 13 -9 -15 -12 -17 -14 -11 29 22 -22 -21 24 -24 -3 -6 28 -23 -4 right_child=1 4 19 -5 5 6 7 12 -10 10 15 -13 17 14 -16 16 -18 -19 -20 20 21 27 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00085157984108953904 0.055840722703039726 -0.05713979637097695 -0.012674977146828357 -0.021513688349585874 -0.12253805314663833 -0.13366705452035796 0.10242423039526682 -0.015852122718233566 -0.11411006639273691 0.080391691343031077 -0.077252128405837894 0.026979269119363138 -0.10088618254795732 0.25552991563030869 0.024744861820638564 0.23731845588257633 -0.019610366266445203 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754 224 57 internal_value=0 -0.00331799 0.00319287 -0.0152499 -0.0130768 -0.00177261 -0.00940222 0.00542845 -0.0362208 -0.0223826 -0.00840016 0.0611977 -0.00587193 0.0683772 0.147108 -0.0494575 0.0257825 -0.014343 0.186816 0.0106519 0.0153747 -0.00569081 0.0282711 0.0408193 0.0150905 -0.0286733 0.0612004 0.011919 -0.00788673 -0.0224411 internal_weight=0 2491.03 1494.16 430.28 996.873 577.97 515.512 331.946 183.566 155.873 138.474 51.3792 297.308 30.4464 15.7368 87.0948 23.4947 266.862 10.9994 1063.88 931.013 353.534 577.478 400.439 160.61 418.903 62.4577 264.234 159.839 132.867 internal_count=86175 19910 10840 3153 9070 4603 4060 2824 1236 1028 919 320 2640 181 105 599 145 2459 57 7687 7014 3617 3397 2307 840 4467 543 2803 2049 673 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=31 num_cat=0 split_feature=9 9 8 8 2 4 6 9 7 6 8 9 7 5 9 9 1 6 9 9 8 9 8 8 9 9 9 9 7 9 split_gain=3.34267 23.7933 42.5537 71.0797 21.4041 42.6627 17.57 15.0726 55.089 16.6412 14.6056 44.2933 32.1175 28.6578 22.4407 31.8464 42.077 26.8172 24.0178 29.0082 23.9866 22.8927 20.1487 60.7484 41.1407 32.1317 28.7849 26.5323 18.8831 17.7823 threshold=1.1243017911911013 1.1043708920478823 72.315607970000016 77.190249095000013 870.12850952148449 0.048435999080538757 53.997543334960945 1.1010892987251284 94.652008056640639 53.760551452636726 68.343569515000027 1.3295322060585024 110.93072891235353 2.4400500059127812 1.1677789688110354 1.1946979165077212 95.10858535766603 51.740386962890632 1.1710925102233889 1.1761901974678042 74.297319060000021 1.1259250044822695 71.361888165000025 81.360097850000017 1.1392991542816164 1.1560110449790957 1.1392991542816164 1.1661193370819094 97.657714843750014 1.1259250044822695 decision_type=2 2 8 10 10 10 10 2 10 8 10 2 8 8 2 2 10 10 2 2 10 2 10 10 2 2 2 2 10 2 left_child=1 7 4 -4 -3 -6 -5 -1 -9 -10 11 12 -2 -14 17 16 28 22 20 -20 -18 -19 25 -24 29 26 -12 -27 -16 -25 right_child=10 2 3 6 5 -7 -8 8 9 -11 14 -13 13 -15 15 -17 18 21 19 -21 -22 -23 23 24 -26 27 -28 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244.68082556594163 4239.9856916880235 7.3785800337791452 10.312707155942915 26.224351957440376 149.00051587540656 9.8250476866960526 302.9699691827409 126.70160643197596 10.238987546414135 140.96600205544382 41.682428583502769 64.518803656101227 8.6308292299509031 87.713972190394998 81.132233839482069 leaf_count=20740 10380 903 982 951 414 682 142 504 22 154 26 4694 291 4437 1719 32754 33 55 127 875 49 1656 1088 68 865 184 288 57 628 407 internal_value=0 0.00219912 0.0194807 -0.0112774 0.0400899 0.0193066 0.0200399 -0.0010288 -0.0346131 0.0665752 -0.00130885 -0.00882376 -0.00633609 -0.0393468 0.00128956 0.00388209 0.0271192 -0.0142843 -0.0100949 -0.0211648 0.102656 0.00847339 -0.0291406 -0.041029 -0.0106531 0.00617542 0.0497182 -0.0548803 0.0486631 0.041614 internal_weight=0 4265.29 671.3 269.334 401.966 221.935 196.36 3593.99 128.843 37.9539 7479.77 1921.77 1871.52 254.634 5557.99 4764.81 524.823 793.184 192.428 175.225 17.2036 313.283 479.901 359.039 232.337 120.863 70.5493 50.3133 332.395 91.3712 internal_count=86175 25494 4074 2075 1999 1096 1093 21420 680 176 60681 19802 15108 4728 40879 36185 3431 4694 1084 1002 82 1711 2983 2428 1340 555 314 241 2347 475 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=31 num_cat=0 split_feature=5 2 6 7 9 8 9 8 9 8 9 0 4 8 1 0 8 0 3 1 6 5 7 9 8 8 9 5 3 8 split_gain=3.394 3.30322 10.8874 9.81771 11.5714 12.5112 11.2629 10.6845 9.74966 12.3776 11.8139 10.0584 9.68969 9.40954 11.1576 9.23713 13.3236 9.21636 9.11506 10.5918 10.4115 8.90935 10.5398 8.81331 15.3504 21.0602 10.4066 13.3106 11.3279 9.20329 threshold=1.9605000019073489 112.51330184936525 59.189291000366218 97.963802337646499 1.1946979165077212 83.758449285000026 1.239249646663666 82.483280285000021 1.2276334166526797 67.264778700000008 1.2259938120841982 0.26483660936355596 0.22002299875020984 68.343569515000027 77.375000000000014 0.24904999881982806 59.86349009500001 0.64010000228881847 10.810550212860109 54.73500061035157 60.939382553100593 2.6199631690979008 102.73867416381837 1.1744956374168398 74.680035045000011 75.674278365000006 1.1392991542816164 2.5700099468231206 0.6850000023841859 53.385573055000009 decision_type=8 8 10 10 2 10 2 10 2 8 2 8 8 10 8 8 8 8 10 10 10 10 10 2 8 8 2 8 10 10 left_child=-1 2 3 4 5 23 7 8 10 -10 11 -6 -5 14 15 -8 -17 -7 19 -4 -21 -20 -23 24 29 -26 28 -28 -27 -2 right_child=1 -3 18 12 6 17 13 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 21 20 -22 22 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.11397292816291577 -0.0034188435362856708 -0.0005867978529234696 -0.0963843748069073 0.024292063491164036 0.11210717866491193 0.010095307372908702 0.23364519951098706 0.048316053320367765 0.037511559963733017 -0.13917914341507162 0.1648943373992495 -0.077846897908313395 0.10880236305032971 0.009298614871062344 -0.094650332654900721 0.30641575365910334 -0.14177767765878593 0.099007428668544173 -0.011813237903411863 -0.022522738505958588 0.03856443158809858 -0.11276224333677126 -0.01808274521917785 0.053060871335972641 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0.000150251 -0.0575356 0.0656399 -0.0316517 0.0628331 -0.00982485 0.0107874 0.0181599 -0.0222013 -0.0606173 0.00890293 0.00381894 -0.040635 0.00875286 -0.0777835 0.0415781 0.0136276 internal_weight=0 11705.4 1232.86 875.557 679.855 440.888 238.968 60.6662 51.2728 27.475 23.7979 20.8041 195.702 178.302 24.4062 5.65117 3.57873 48.31 357.306 134.051 125.423 223.255 47.5201 392.578 352.046 63.6367 36.6353 10.075 26.5604 288.409 internal_count=86175 86033 9566 6822 5390 3215 2175 443 327 133 194 180 1432 1732 620 91 78 323 2744 1312 928 1432 426 2892 2619 603 388 198 190 2016 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=31 num_cat=0 split_feature=0 9 4 9 9 9 9 7 8 8 8 9 9 9 7 7 8 9 9 2 6 7 5 7 8 6 1 8 2 7 split_gain=3.35299 14.0439 17.4899 21.2225 14.1893 22.8392 21.4994 48.1036 33.1349 16.2315 29.7905 28.8968 23.9303 23.7263 27.7034 22.12 35.0338 21.6397 23.5301 20.3397 20.2125 19.8015 15.66 14.0135 14.3944 14.979 13.7897 13.0142 12.0127 12.3018 threshold=0.20998344570398333 1.6318134069442751 0.049060000106692321 1.558970093727112 1.5271995663642886 1.4775379896163943 1.5024287104606631 104.69990539550783 74.586318020000007 74.680035045000011 73.722831840000012 1.0895128250122073 1.1710925102233889 1.391429126262665 97.277572631835952 94.889053344726577 68.008555565000009 1.4555323123931887 1.096052408218384 4142.8669433593759 60.450513839721687 118.51842498779298 2.5273933410644536 93.146469116210952 87.385966165000013 52.311855316162116 75.540901184082045 67.847581670000025 4931.3598632812509 93.435150146484389 decision_type=8 2 8 2 2 2 2 8 10 10 10 2 2 2 8 8 10 2 2 10 10 8 10 10 10 8 10 8 10 8 left_child=1 2 26 4 5 9 -7 8 -8 10 13 -11 21 15 -15 16 27 18 -13 -17 -14 -12 -20 24 -3 -26 -1 -4 29 -28 right_child=-2 23 3 -5 -6 6 7 -9 -10 11 12 17 20 14 -16 19 -18 -19 22 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-0.075586261769309812 -0.0014322298841719721 0.074125389945993422 0.0013147384563379208 -0.042437668108607031 0.050140663827852955 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11173 6644 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=31 num_cat=0 split_feature=8 9 9 0 7 7 8 9 9 9 4 0 3 1 8 9 9 6 3 1 6 9 3 9 0 7 6 0 9 7 split_gain=3.37542 13.5444 70.1858 14.547 12.705 12.478 10.0057 19.4426 48.5349 35.6124 21.0571 9.99157 10.9495 9.19309 15.1495 27.9131 19.4023 17.9596 8.60535 8.2794 9.47129 8.14351 10.4639 9.91734 8.08677 7.95745 7.90853 15.6288 11.8076 11.4349 threshold=86.904427585000022 1.5024287104606631 1.1426048278808596 1.0005999803543093 103.21296691894533 87.882106781005874 84.486923110000006 1.2593680024147036 1.2797898054122927 1.0895128250122073 0.12996499985456469 0.26940321922302252 306.47000122070318 115.69050216674806 85.100540475000017 1.2964575886726382 1.32133424282074 53.402170181274421 21.420949935913089 96.603199005126967 51.457010269165046 1.303131699562073 34.141143798828132 1.6318134069442751 0.05947499908506871 94.944957733154311 52.165784835815437 0.59004998207092296 1.1109600067138674 95.67389297485353 decision_type=8 2 2 10 8 10 10 2 2 2 10 10 10 10 10 2 2 8 8 8 10 2 10 2 10 10 10 8 2 10 left_child=6 2 3 5 24 -2 -1 9 11 -8 -11 12 -9 14 16 -16 17 -10 -12 20 -14 22 -17 -23 -3 -22 27 29 -28 -7 right_child=1 4 -4 -5 -6 26 7 8 13 10 18 -13 19 -15 15 21 -18 -19 -20 -21 25 23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.00016194457604381662 0.050215433611208761 -0.10431741652742801 -0.10253464203873777 0.11394722991758377 -0.045180269005295079 -0.035819845773104007 -0.076742636506481138 0.0037784263619235481 -0.01304045860625077 0.095328650807997281 -0.15385977014541341 -0.15664205405178561 0.04499976011770998 -0.0068018146261458329 -0.10215193954144478 -0.019243599156189388 -0.079027339498915064 0.11400287399970638 0.014123923228022618 -0.19401709022666866 -0.12529625367933703 -0.088777871058639171 0.14017318431428899 0.069578261673077763 0.0088448133269967439 -0.022037877126351732 -0.10398369497367876 -0.18736207866594728 0.078705802433813213 0.088769221126548753 leaf_weight=10561.980269346968 40.762581462971866 6.4015822410583487 79.43855183100095 13.431037455797194 51.082268348895013 52.21001098677516 18.370215965434909 23.953020218759775 13.90143847465515 81.096406679600477 4.2674984931945774 10.227870158851145 6.6314752250909796 49.636937350034714 17.189120531082153 5.7565863728523281 7.6594876646995536 55.762535899877548 10.684994794428349 5.5844103097915641 19.805872596800331 7.1079162247478971 14.459890767931936 8.9151483383029699 466.80504554137588 11.975876599550245 4.5595779791474369 6.0039270967245093 15.787496510893105 8.5768396109342557 leaf_count=68231 1099 87 9790 60 427 358 223 129 62 540 20 54 31 301 70 24 44 260 60 25 98 84 61 122 3636 53 20 26 107 73 internal_value=0 -0.00654985 -0.0273276 0.0149442 0.00219935 0.0045477 0.0004065 0.0165033 0.0013156 0.050825 0.0752234 -0.0644959 -0.0506261 0.0298375 0.0437468 0.00279783 0.0720415 0.0886514 -0.0338193 -0.0802448 -0.0637049 0.0525776 0.0947797 -0.000669357 0.00731394 -0.0863868 -0.0168154 -0.0334433 0.0377669 -0.0182407 internal_weight=0 745.059 220.77 141.331 524.289 127.9 10935 372.987 258.568 114.419 96.0489 78.1785 67.9507 180.389 130.752 53.4287 77.3235 69.664 14.9525 43.9976 38.4132 36.2395 20.2165 16.0231 473.207 31.7817 87.1379 66.7908 20.3471 60.7869 internal_count=86175 15683 11533 1743 4150 1683 70492 2261 1418 843 620 390 336 1028 727 361 366 322 80 207 182 291 85 206 3723 151 584 457 127 431 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=31 num_cat=0 split_feature=9 8 8 4 3 9 5 9 0 5 2 6 7 1 1 1 7 1 2 3 7 2 8 8 5 6 5 2 3 0 split_gain=3.30097 8.6614 8.74607 19.9673 10.4252 9.38851 9.07329 7.03904 6.71536 6.49563 6.16279 6.00394 5.83428 8.06756 8.29049 5.74888 13.9999 8.38476 6.98123 10.3056 6.66773 6.56924 8.90332 5.60111 5.58275 6.30747 5.57744 5.50236 9.01277 10.6232 threshold=1.0116130113601687 50.568756935000003 40.878328720000006 0.11928999796509744 129.12750244140628 1.0066126585006716 2.5100499391555791 1.0132265686988833 0.22995000332593921 2.7033433914184575 482.65499877929693 62.405439376831062 93.146469116210952 69.203296661376967 132.85200500488284 128.08464813232425 88.570766448974624 88.201896667480483 69.795700073242202 2.920450091362 93.792598724365249 119.61317062377931 41.920930845000008 42.537642925000007 2.4904099702835087 61.834878921508796 2.5491399765014653 73.378749847412124 12.087590217590334 1.0000000180025095e-35 decision_type=2 10 8 10 8 2 8 2 10 10 10 10 10 8 10 10 10 10 10 8 8 10 8 10 10 8 10 8 10 8 left_child=1 2 3 9 6 8 -4 10 -6 11 24 12 13 -1 -15 17 -17 18 23 -20 -19 22 -22 -8 25 -2 -10 -9 29 -29 right_child=7 -3 4 -5 5 -7 15 27 26 -11 -12 -13 -14 14 -16 16 -18 20 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.08003520228187988 -0.097001616210311017 0.057924331201521774 -0.11011115236566082 -0.090073253693495531 -0.087150141285586957 -0.13726171262622372 -0.077315081810833755 0.0093510568469146269 -0.061377748380328223 -0.10635405303782436 -0.037616151158762275 -0.097921291915638392 0.074686746836628612 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31 24 76 16 160 234 10 87 143 25 61 155 63 133 62 39 140 106 32 89 69343 9018 internal_value=0 -0.010479 -0.0147706 0.0101369 -0.0274184 -0.0728099 -0.014945 0.000234567 -0.03611 0.0314474 0.0383812 0.0375609 0.0435634 0.0170475 -0.0165049 -0.00834426 0.0245473 -0.0212843 0.00777393 0.0351062 -0.0510515 -0.0638874 -0.0218305 -0.0442975 0.0552166 0.022147 0.0159134 7.22872e-05 -0.000451445 -0.00865769 internal_weight=0 295.05 277.632 93.5003 184.132 39.6914 144.44 11370.9 25.2906 77.1036 48.1677 73.8282 70.696 38.1736 24.9064 135.072 38.1359 96.9356 49.052 32.1674 47.8836 42.8174 19.8885 16.8846 39.4324 22.2476 12.5247 11322.7 10717.7 1189.78 internal_count=86175 2380 2277 1110 1167 201 966 83795 134 569 340 545 529 369 244 867 230 637 354 216 283 258 125 138 264 124 63 83455 78450 9107 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=31 num_cat=0 split_feature=9 2 3 5 9 8 9 3 3 9 9 1 8 9 8 4 6 0 3 7 8 1 7 9 9 8 9 8 8 7 split_gain=3.15388 4.19456 6.29607 3.20032 50.5876 41.4587 35.9072 51.8855 23.7613 21.6181 37.5632 44.357 22.7089 20.7145 20.1668 25.7733 23.3401 20.0821 18.9728 18.1366 17.7031 17.2116 15.1576 15.0861 17.1065 14.9411 14.3399 14.3173 24.0423 12.7849 threshold=1.0016464591026308 69.795700073242202 4.6003799438476571 2.7169150114059453 1.0711222887039187 50.568756935000003 1.1276808977127077 30.295001029968265 3.7308750152587895 1.2526250481605532 1.1844688057899477 114.56774902343751 59.244131955000007 1.0198619961738589 64.373716720000019 0.048076000064611442 53.308040618896491 0.76014998555183422 239.47029876708987 94.257038116455092 40.878328720000006 135.81590270996097 98.913600921630874 1.1912651062011721 1.2476399540901186 58.911450515000006 1.162797808647156 83.415621595000019 86.805891860000017 87.350585937500014 decision_type=2 10 10 10 2 10 2 10 10 2 2 8 10 2 10 10 10 8 10 10 10 10 8 2 2 10 2 10 10 10 left_child=1 -1 -3 -2 5 20 18 8 26 10 14 23 -11 -7 15 -9 -17 25 19 -6 -5 -15 -22 -12 -25 -10 -8 -14 -29 -20 right_child=3 2 -4 4 6 13 7 9 17 12 11 -13 27 21 -16 16 -18 -19 29 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.11055896920898925 -0.00049899241059500653 -0.11580690417201428 0.21872221865960412 -0.024687665612232422 0.0062589988959120338 0.13101217333277965 0.1636570118388424 -0.057422389059637959 0.13500576597869501 0.15270302189312235 0.11582061429310607 0.12260649747659841 -0.095085126260654046 -0.11719852040484818 -0.075237238772371262 0.11001416724617136 -0.044600875243514429 -0.2136072385017653 0.026518819357519031 0.10493176061373677 0.1147582378378512 0.030878145183894968 -0.05186556946384141 -0.035995666824403798 0.18288029600044239 0.051828763081679691 -0.02946003111352806 0.29776246224267949 -0.037968631903077261 0.10745263463067301 leaf_weight=5.526494560064747 10647.096765416325 1.1256293273763733 1.1247825846076009 63.165786876343191 99.640437197871506 4.0000469610095015 4.1549877896904936 43.093560189008713 25.533076405525208 4.9288144931197158 8.8353600278496724 41.046889785677195 65.764502373873256 75.833038556389511 71.383370042545721 26.359114468097687 15.507135778665541 2.634879764635115 27.389186427928507 22.911054745316505 20.665261082351211 8.7559602102264744 7.4197700135409823 61.871870888164267 3.7894985713064662 140.06072903063614 51.55163262039423 2.2713525816798201 35.019389981287532 67.918196385726333 leaf_count=271 73856 59 10 901 577 26 21 276 143 37 39 218 3019 926 560 145 75 18 242 115 113 51 39 464 29 1269 370 15 1899 392 internal_value=0 -0.0636943 0.0513947 9.36681e-06 0.00541378 -0.0426259 0.0159283 0.00337145 0.041551 -0.0191355 -0.00410149 0.0391353 -0.0569889 -0.0913555 -0.0360552 -0.00313432 0.0527452 0.0602956 0.0507304 0.0247059 0.00468229 -0.101871 0.070738 -0.00685638 -0.0233637 0.0646539 -0.015056 -0.0670178 -0.0175195 0.0841941 internal_weight=0 7.77691 2.25041 11648.6 1001.5 179.84 821.665 603.806 223.935 379.871 271.887 115.544 107.984 88.589 156.343 84.9598 41.8663 168.229 217.859 122.551 91.2508 84.589 28.085 74.4967 65.6614 165.594 55.7066 103.055 37.2907 95.3074 internal_count=86175 340 69 85835 11979 2056 9923 8597 1821 6776 1806 750 4970 1003 1056 496 220 1430 1326 692 1053 977 152 532 493 1412 391 4933 1914 634 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=31 num_cat=0 split_feature=9 8 9 8 7 8 8 6 8 9 8 8 9 9 9 3 6 8 3 8 8 8 8 9 7 7 8 9 2 1 split_gain=3.18328 38.1119 20.9411 16.6752 43.3096 25.5673 33.1695 29.5315 24.273 36.3255 26.0881 23.4027 19.9188 19.807 19.4541 16.5873 16.3716 82.0315 20.9082 21.353 22.9021 16.5126 16.7128 15.0298 37.0486 20.4558 20.3576 30.0694 21.903 27.3657 threshold=1.3758142590522768 71.513231495000014 1.3009637594223025 75.01961497500001 85.822437286376967 76.303434405000004 82.251262175000008 58.295309066772468 83.074457065000004 1.3875452280044558 83.282422660000023 74.797592850000015 1.3796529173851015 1.391429126262665 1.4555323123931887 139.89246368408206 51.331277847290046 82.483280285000021 22.061336517333988 71.893560340000008 72.121931125000017 59.948030760000009 83.673071915000023 1.4183241128921511 92.847381591796889 97.206172943115249 74.493741635000021 1.5271995663642886 252.63650512695315 93.620300292968764 decision_type=2 10 2 10 10 10 10 8 10 2 10 10 2 2 2 10 10 10 10 10 10 10 10 2 10 10 10 2 8 8 left_child=2 -2 -1 4 11 7 -7 15 9 -8 -10 12 -3 -6 -9 -5 17 -4 21 -20 -21 -18 -23 25 -25 -15 27 -26 -29 -30 right_child=1 3 16 5 13 6 8 14 10 -11 -12 -13 -14 23 -16 -17 18 -19 19 20 -22 22 -24 24 26 -27 -28 28 29 -31 leaf_value=0.00061174590833321476 -0.10123070992777983 -0.048790788300957247 -0.10088523879561276 0.15822235473239388 -0.068191616518332124 0.062396215972106775 0.10027995675945821 -0.11093111894163571 0.18968540258292965 -0.11582420578463003 3.5030328737675138e-05 -0.12498808861084748 0.10121504658783063 0.089742134235757304 -0.022195794347617509 -0.011292300049781705 -0.058325869534021413 -0.0011384317075991575 -0.10604252823033587 0.24381071975314228 -0.010039023134302463 0.08180925946757106 -0.044411401660040595 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-0.0716496 0.00224459 0.0763467 0.0870261 0.0069642 -0.0687809 0.0541179 -0.0167304 -0.0307679 -0.00123075 -0.0150138 -0.00632287 0.041189 0.0601098 0.0120445 0.00466271 0.0539463 0.0134419 -0.00808359 0.0254469 -0.000124939 internal_weight=0 1549.99 10082.5 1516.44 627.6 888.837 765.403 123.434 677.73 47.8287 629.902 108.844 103.361 518.756 99.0752 24.3591 752.453 394.849 357.604 269.906 246.382 87.6981 73.6878 485.91 413.129 72.7809 380.432 203.889 115.692 85.9907 internal_count=86175 17285 68890 13391 4296 9095 8058 1037 7573 237 7336 559 521 3737 885 152 8137 3804 4333 3457 2808 876 751 3535 3093 442 2720 1634 921 786 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=31 num_cat=0 split_feature=4 6 9 8 7 7 3 0 1 5 2 8 8 7 3 0 0 2 7 9 8 1 9 4 9 5 8 9 7 8 split_gain=3.34771 9.72754 14.7947 22.9333 9.15613 8.49998 11.7572 11.9272 10.7435 12.1172 10.3007 10.1754 9.54676 13.202 10.9289 9.61079 13.1285 11.2418 10.9037 9.23293 12.4456 16.242 16.5711 17.9747 30.3964 17.3317 20.3794 16.8609 15.8223 18.7405 threshold=0.098001997917890563 50.359931945800788 1.1076380610466006 60.182958530000008 88.037700653076186 100.03244400024415 30.295001029968265 0.48205000162124639 30.435000419616703 2.5920299291610722 206.01550292968753 83.758449285000026 13.758170855000001 93.916984558105483 313.04499816894537 0.2443000674247742 0.12800674885511401 776.60021972656261 99.411361694335952 1.5335874557495119 68.163682825000009 181.95790100097659 1.1946979165077212 0.12381000071763994 1.206338703632355 2.6084799766540532 70.628452205000016 1.0977049469947817 91.178050994873061 47.632367260000002 decision_type=10 10 2 10 8 10 10 10 10 10 10 10 8 8 10 10 10 10 8 2 8 8 2 10 2 10 10 2 10 10 left_child=-1 2 3 4 -2 11 8 -8 -7 -10 -11 12 13 14 -3 16 -15 18 -17 20 28 22 27 -24 -25 -26 -27 -22 29 -14 right_child=1 5 -4 -5 -6 6 7 -9 9 10 -12 -13 19 15 -16 17 -18 -19 -20 -21 21 -23 23 24 25 26 -28 -29 -30 -31 leaf_value=0.00090254592629613987 0.11691461865873493 0.12111952451682738 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67.942120311781764 6.0350353335961691 7.301141381263732 171.64911301247776 16.857828631997108 128.55192190781236 18.000427130842581 23.283940501511097 139.19570925086737 789.43727145344019 222.85785303544253 leaf_count=69067 11 114 453 97 513 154 2884 294 1271 803 328 722 549 46 21 74 119 71 36 510 53 34 919 71 658 85 105 634 3962 1517 internal_value=0 -0.00308923 -0.0433242 0.00847897 -0.0844186 -0.00221155 0.00578852 -0.00357659 0.0198983 0.0220616 0.0433042 -0.00615279 -0.00754198 0.0246498 0.0891989 0.00127699 0.0373019 -0.0402495 0.0131605 -0.00924024 -0.0107821 -0.0236421 -0.0214951 -0.0330435 -0.0545187 -0.0418062 0.0145643 0.00699958 -0.00469848 -0.0246526 internal_weight=0 2754.63 58.8063 28.4546 13.7411 2695.82 889.758 534.796 354.962 349.557 151.865 1806.06 1746.25 87.506 23.2623 64.2437 34.4006 29.8431 16.9826 1658.74 1590.8 510.875 503.574 358.343 186.694 169.836 41.2844 145.231 1079.93 290.488 internal_count=86175 17108 1074 621 524 16034 5734 3178 2556 2402 1131 10300 9578 481 135 346 165 181 110 9097 8587 2559 2525 1838 919 848 190 687 6028 2066 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=31 num_cat=0 split_feature=0 4 3 8 9 6 9 9 9 8 8 9 7 8 7 4 8 9 1 0 8 9 9 7 5 6 1 1 2 2 split_gain=3.12556 11.6865 15.465 18.9841 13.7012 23.9012 13.7892 12.4306 12.3796 16.483 20.4977 14.593 16.4036 13.5575 12.3057 10.8066 12.9551 22.9945 13.254 13.2877 12.8243 33.5738 23.5781 16.0056 12.2922 11.8374 13.9634 11.4743 11.7747 10.8889 threshold=0.20998344570398333 0.19435833394527438 346.44999694824224 52.371645130000012 1.0777724981307986 56.973905563354499 1.0148731470108034 1.6318134069442751 1.5525022745132449 88.226823920000015 87.952414245000014 1.6024157404899599 87.639511108398452 87.785873745000018 93.559375762939467 0.049060000106692321 74.493741635000021 1.087821424007416 136.95379638671878 0.05947499908506871 73.722831840000012 1.5271995663642886 1.1710925102233889 98.646739959716811 2.5273933410644536 54.552045822143562 99.982028961181655 75.540901184082045 4931.3598632812509 828.84500122070324 decision_type=8 8 10 10 2 8 2 2 2 10 10 2 10 10 10 10 10 2 10 10 10 2 2 8 10 10 10 10 10 8 left_child=1 7 4 -4 6 -6 -3 8 15 10 13 12 -11 -10 -9 27 20 -18 24 -20 -17 22 23 -22 -19 -23 29 -1 -29 -27 right_child=-2 2 3 -5 5 -7 -8 14 9 11 -12 -13 -14 -15 -16 16 17 18 19 -21 21 25 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.069506299754372489 -0.001396067052423555 -0.13320960660438161 0.092047615815672459 -0.10781487950018726 0.09110859734177934 -0.0094689643176330135 0.07529617812753174 0.01596193831839186 -0.027335312764450712 -0.050670859216278868 -0.11493663471431462 -0.10752281163828703 0.1183088487829852 0.14600346310077247 0.09299331912926781 0.0031154244057199931 -0.10814050392058389 -0.027476445551953499 0.073646259644796472 -0.10108846530208407 -0.069262379064214105 -0.061102997463844205 -0.053406869016152547 0.13324237695848937 0.02807790821776401 0.13360728844447664 0.12117432969771998 0.0026769480356067074 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0.000899412 -0.0220804 -0.0412732 0.0677791 0.0236778 0.0568973 0.0800636 -0.00780367 -0.00600234 -0.0137727 internal_weight=0 4698.89 235.324 23.8078 211.516 135.397 76.1188 4463.57 4332.56 199.155 165.681 33.4745 27.8587 137.405 131.013 4133.4 3101.04 582.704 568.48 22.3675 2518.34 221.492 178.189 17.8411 546.113 43.3027 36.1965 1032.36 1003.07 11.027 internal_count=86175 35315 1789 194 1595 757 838 33526 32561 2254 1982 272 158 1515 965 30307 19640 4667 4328 149 14973 1494 1202 96 4179 292 232 10667 9942 75 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=31 num_cat=0 split_feature=1 6 9 8 8 9 4 1 4 3 0 9 5 4 9 8 9 8 6 5 0 5 9 2 7 2 8 1 8 8 split_gain=3.25477 9.11553 14.0607 18.2412 19.5891 12.6379 18.4933 14.5196 13.6428 12.4132 13.1845 12.3492 12.793 12.3326 15.2031 18.5963 15.2269 21.0248 12.2597 11.7769 11.4602 11.3903 10.2926 9.9806 9.08484 10.6168 8.31726 7.42268 7.32395 9.16754 threshold=63.15588569641114 58.295309066772468 1.232557535171509 59.071444280000001 83.415621595000019 1.2905700802803042 0.15003500133752826 44.649999618530281 0.079994998872280135 5.4737000465393075 0.22001499682664874 1.2161991596221926 2.711575031280518 0.18999666720628741 1.1493571400642397 76.018680405000012 1.0861997008323672 74.198335955000019 56.594217300415046 2.5777766704559331 0.23000001162290576 2.5201749801635747 1.1477001309394839 47.444999694824226 96.506027221679702 119.61317062377931 84.718582635000018 44.649999618530281 71.67887041500002 74.879702425000019 decision_type=10 10 2 8 10 2 8 8 10 10 8 2 8 8 2 8 2 10 10 10 10 8 2 10 10 8 10 8 10 10 left_child=1 2 3 11 13 7 -7 -4 28 -6 23 12 18 -5 16 20 17 -15 -1 -20 -16 -8 -12 -11 25 -10 -25 -14 -9 -30 right_child=-2 -3 5 4 9 6 21 8 24 10 22 -13 27 14 15 -17 -18 -19 19 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-0.083097669191308399 0.00039135936208081577 -0.029713556662222047 0.12619010095819413 -0.085555499727661341 0.072468022780514965 -0.08643470707835256 -0.10539222799376564 -0.095520923887745024 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54.780045236693695 41.493642657704186 4.219436481595042 21.221495044417679 leaf_count=321 78804 1323 109 529 180 177 45 201 25 14 265 18 356 55 241 340 303 15 34 66 52 562 510 94 114 39 722 379 20 262 internal_value=0 -0.00654179 -0.00109428 -0.0108149 -0.0219666 0.0236451 -0.00571323 0.0497451 0.0279913 0.00425206 -0.0077092 0.0281534 0.0232018 -0.0448597 -0.0274665 -0.00219403 -0.07675 0.0212771 -0.0235507 0.034079 0.0313253 0.0238022 -0.0412963 0.0226182 0.073054 -0.00255616 0.0286454 0.053043 -0.0165512 0.0105812 internal_weight=0 722.147 584.691 419.759 326.363 164.932 77.6207 87.311 67.9691 152.132 129.436 93.3963 91.696 174.231 122.062 80.6865 41.3759 11.4579 35.7251 18.1548 54.2434 56.8381 61.4172 68.0186 33.7872 10.8079 66.3753 55.9709 34.1819 25.4409 internal_count=86175 7371 6048 4494 3320 1554 784 770 661 1785 1605 1174 1156 1535 1006 633 373 70 421 100 293 607 775 830 178 64 816 735 483 282 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=31 num_cat=0 split_feature=8 9 9 0 7 7 9 0 6 5 9 4 5 7 9 6 0 7 6 7 8 6 0 0 4 7 2 8 6 0 split_gain=3.03749 11.8309 61.8671 12.0234 10.5396 10.1688 8.18416 7.08218 8.10581 15.6327 10.135 8.11598 6.84059 7.07782 9.35714 6.63226 11.2907 8.65523 8.54651 6.4667 6.4308 7.03796 6.01711 5.95309 11.0191 11.6928 12.1717 7.60206 8.38518 11.5541 threshold=86.904427585000022 1.5024287104606631 1.1426048278808596 1.0005999803543093 103.21296691894533 87.882106781005874 1.6318134069442751 -0.019999990239739415 56.785594940185554 2.6399934291839604 1.1010892987251284 0.19007666409015658 2.4702500104904179 100.25712203979494 1.6483626961708071 53.246049880981452 0.61000007390975963 96.436347961425795 55.664741516113288 94.363582611083999 87.887373765000021 51.14306831359864 0.05947499908506871 0.90049999952316295 0.14999667555093768 104.48049926757814 105.07999801635744 83.673071915000023 65.634479522705092 1.4203000068664553 decision_type=8 2 2 10 8 10 2 8 8 10 2 8 10 10 2 10 8 10 8 10 8 10 10 10 8 8 8 10 8 10 left_child=6 2 3 5 12 7 23 -2 -9 10 -10 -12 -3 22 -15 16 17 19 -17 -7 -21 -22 -14 -1 -25 26 -26 28 -27 -30 right_child=1 4 -4 -5 -6 15 -8 8 9 -11 11 -13 13 14 -16 18 -18 -19 -20 20 21 -23 -24 24 25 27 -28 -29 29 -31 leaf_value=0.00050549970988246473 -0.24338628884953473 -0.10284944942931505 -0.10226786115761022 0.10304920824240385 -0.041491401642354563 -0.0098671668561247303 0.080372050308811796 0.089876099696853104 0.091498481910880836 -0.60708950156404218 0.11212873977237295 -0.12890037933953732 -0.10052698994769776 -0.085498426532441496 0.098789360575223251 0.12005012481228697 -0.15051574085463496 0.075952266963302165 -0.055860627648527166 -0.18181179642792644 0.022023508612194813 -0.15408800142864976 0.0065375763132089083 -0.057335146338963972 0.12932039514918664 -0.096129659433424067 -0.090710569276409747 0.15686208165738402 0.097530678661242362 -0.088602467902948401 leaf_weight=10734.086107426177 0.83327974379062653 5.6516437567770472 70.984309891297016 13.262785136699675 50.712704563047737 43.969840414822102 12.775584954768417 22.560399062931538 7.9937036726623738 0.41749210655689317 1.8489617817103907 5.7153811688767702 5.312907312065362 3.3280869498848942 16.005188845098019 7.3053123429417584 6.7622668594121924 9.0622244477272016 4.4407736882567415 4.7772767916321728 6.3859285973012447 3.5199975967407227 438.05184552678838 49.304027418722399 11.904935042373832 13.383880566805606 3.1871659969910988 2.1155961751937857 7.5677724187262339 5.9625017805956304 leaf_count=69213 7 43 9790 60 427 310 197 301 105 5 21 660 79 39 107 55 29 74 23 25 47 21 3455 596 66 228 37 10 57 88 internal_value=0 -0.00628777 -0.0263251 0.0124975 0.00181268 0.00293513 0.000381127 0.0450452 0.0512821 -0.0032197 0.0129848 -0.0699853 0.00650163 0.0078373 0.0670655 -0.0162921 -0.0273063 -0.0150022 0.0535446 -0.0290551 -0.0865148 -0.0405564 0.00525461 0.000286745 -0.0248469 0.0114571 0.082854 -0.025661 -0.0400083 0.0155058 internal_weight=0 728.902 209.84 138.856 519.062 125.593 10840.3 39.3692 38.5359 15.9755 15.558 7.56434 468.35 462.698 19.3333 86.2236 74.4775 67.7153 11.7461 58.653 14.6832 9.90593 443.365 10827.5 93.4259 44.1219 15.0921 29.0298 26.9142 13.5303 internal_count=86175 15683 11533 1743 4150 1683 70492 1099 1092 791 786 681 3723 3680 146 584 506 477 78 403 93 68 3534 70295 1082 486 103 383 373 145 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=31 num_cat=0 split_feature=3 6 8 0 9 9 4 6 6 7 4 1 8 8 8 1 9 7 7 0 6 9 1 7 7 2 8 2 6 9 split_gain=3.07423 8.99095 11.59 9.30417 9.98265 6.5067 5.08485 5.15062 4.68939 7.61608 6.47937 8.63856 5.0448 4.94658 6.95872 10.1937 4.7227 4.61753 6.77462 4.22175 6.70718 5.95107 5.60391 3.99189 3.97623 3.95144 3.75433 3.69987 3.52913 10.8438 threshold=33278.830078125007 50.630205154418952 59.86349009500001 0.1799832955002785 1.0596722364425661 1.087821424007416 0.029995999298989776 49.776962280273445 51.457010269165046 86.751735687255874 0.05711800046265126 108.57004928588869 74.797592850000015 66.415079260000013 47.827284630000008 82.310581207275405 1.3268429040908816 92.096240997314467 97.13147354125978 0.10000500082969667 52.759798049926765 1.1761901974678042 128.08464813232425 91.98459625244142 92.847381591796889 1017.7399902343751 71.361888165000025 5687.0505371093759 50.471309661865241 1.0895128250122073 decision_type=8 8 10 10 2 2 10 8 8 10 8 8 10 10 10 10 2 8 10 8 10 2 10 10 8 8 10 8 8 2 left_child=28 2 -2 8 17 -4 -7 -8 9 -3 19 12 13 14 -12 -16 -14 -5 -19 20 21 -10 -22 -9 -21 -17 -15 -27 29 -1 right_child=1 3 5 4 -6 6 7 23 10 -11 11 -13 16 26 15 25 -18 18 -20 24 22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.036950188173876262 0.30612579664363093 0.12436046717380399 -0.10762789501288739 0.13288737750718507 -0.11303077918226301 -0.053034273441368199 0.13820397536983342 0.072590211354479017 0.073314435056510016 -0.12314886643753256 0.089229157205770293 -0.074359017523828147 -0.11422347998847958 0.082584106306424016 -0.16226656351415825 0.082849684801296897 0.030093660352853081 -0.097116082588935337 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0.048078 -0.0218406 -0.0703883 0.0266348 0.0516947 0.0814872 -0.0091342 -0.0800628 -0.00360355 -0.0189207 0.000773012 0.0141268 -0.0158219 -0.0415204 -0.0639341 0.00443381 -0.0272148 0.0345419 0.0600293 -0.0087253 0.105744 0.00991119 -0.0175929 -0.000756552 0.0482556 -0.031282 0.000163485 -0.00782639 internal_weight=0 171.775 20.9457 150.829 31.2877 19.3387 16.2969 12.6876 119.542 8.64698 110.895 79.123 58.3831 48.3956 25.7763 20.7101 9.98754 11.3582 9.11292 31.7716 21.3393 8.52214 12.8172 5.60906 10.4322 15.483 22.6193 11.3419 11384.1 527.222 internal_count=86175 2126 250 1876 490 241 176 121 1386 169 1217 787 341 270 159 111 71 254 242 430 208 106 102 53 222 82 111 57 84049 5066 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=31 num_cat=0 split_feature=5 9 8 9 3 3 1 9 9 1 8 4 8 4 6 3 0 7 8 8 9 8 7 7 8 9 8 8 9 9 split_gain=3.01988 42.6776 36.159 28.9512 41.7917 20.8787 19.2508 17.7973 36.6935 43.4779 18.1599 18.3854 17.4435 20.9681 18.1051 16.3535 15.6913 15.2135 14.7384 17.1741 13.8242 12.7604 12.8686 12.6535 12.8494 15.0095 12.5172 12.2796 11.9369 11.6309 threshold=2.7169150114059453 1.0711222887039187 50.568756935000003 1.1276808977127077 27.755000114440922 3.7308750152587895 116.32144927978517 1.2375842332839968 1.1844688057899477 113.76994705200197 59.244131955000007 0.19435833394527438 64.373716720000019 0.048806499689817436 53.308040618896491 226.27590179443362 0.76014998555183422 94.257038116455092 83.415621595000019 86.805891860000017 1.018160939216614 40.878328720000006 98.913600921630874 87.55328750610353 79.618289135000012 1.096052408218384 59.392466590000005 58.911450515000006 1.162797808647156 1.5776674151420595 decision_type=10 2 8 2 10 10 10 2 2 10 10 8 10 10 10 10 10 10 10 10 2 10 8 10 10 2 10 10 2 2 left_child=-1 2 21 15 5 28 20 8 12 26 -9 18 13 -6 -15 17 27 -3 -12 -20 -4 -2 -23 -17 -25 -26 -10 -7 -5 -21 right_child=1 3 6 4 7 16 -8 10 9 -11 11 -13 -14 14 -16 23 -18 -19 19 29 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00052522682749586789 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5105 1065 500 215 1326 1367 661 5075 1937 911 1098 170 665 410 56 412 1350 391 1922 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=31 num_cat=0 split_feature=2 5 7 1 1 8 9 9 0 4 7 7 5 8 8 8 9 9 9 8 3 9 8 8 9 4 8 8 8 9 split_gain=2.87182 11.0378 17.3474 25.44 14.2497 16.3822 16.7944 16.0663 8.85526 12.714 22.8025 15.7291 10.1484 13.2044 18.9982 14.6405 15.4586 10.7804 39.8852 15.1623 14.4156 12.7029 13.8556 10.1907 9.49678 9.16494 13.3355 9.07669 9.04234 8.87799 threshold=184.97500610351565 2.6116249561309819 112.07624816894533 100.96319961547853 136.95379638671878 70.87353305500001 1.1611987948417666 1.1043708920478823 0.42000003159046179 0.13000332564115527 101.39843368530275 104.20518112182619 2.5100499391555791 83.758449285000026 84.859308435000017 74.586318020000007 1.0895128250122073 1.2476399540901186 1.2694969773292544 75.139998530000014 3.3227499723434453 1.4183241128921511 82.704916510000018 75.194010195000018 1.1426048278808596 0.16000332683324817 78.435385745000019 73.638540480000017 72.513157530000015 1.1392991542816164 decision_type=8 10 8 10 10 10 2 2 8 10 10 10 10 8 10 10 2 2 2 10 10 2 10 10 2 8 10 10 8 2 left_child=1 8 3 -3 5 6 7 -4 9 11 28 -1 13 15 -15 27 -17 19 -19 20 -18 22 -20 -21 -16 -25 -27 -10 -11 -28 right_child=-2 2 4 -5 -6 -7 -8 -9 12 10 -12 -13 -14 14 24 16 17 18 21 23 -22 -23 -24 25 -26 26 29 -29 -30 -31 leaf_value=0.036421854365169801 -0.00078048157110245837 0.023187498945084112 -0.077510748253150671 -0.027751834279205703 0.08276321661347627 0.036793717035766942 -0.13270342100526411 0.055065092846541597 0.0068562767136393366 0.002960927060626688 0.032481688714014245 -0.016550484049260641 -0.035540589937627848 0.078136543565187427 0.065809627214150304 0.1924154686913532 0.049302783673067015 0.097087923859661057 -0.11593837864144763 0.098407693500128957 -0.11707956062379066 0.060658317053488731 -0.012856192973224323 0.12709775410418162 -0.033118209176627653 -0.076997368885055997 0.037374329220860938 0.063946016186982188 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0.1071133352816105 88.755001068115249 1.0232319235801699 1.0399255156517031 58.677270650000004 0.32999996840953832 88.037700653076186 14.612899780273439 138.53034973144534 39.379337840000005 68.530090332031264 1.0116130113601687 41.376632000000008 6758.4301757812509 25.090244000000002 1.0432021617889407 1.0333229303359988 2.5900232791900639 47.827284630000008 102.23339843750001 0.16000332683324817 92.67895889282228 192.80765533447268 262.29499816894537 92.737434387207045 7.1803932189941415 decision_type=2 10 8 10 8 10 2 2 10 10 8 10 10 10 10 2 10 10 10 2 2 8 10 10 10 8 8 10 10 10 left_child=1 2 3 10 -5 6 -6 -3 -9 11 -1 12 -4 18 -15 16 -16 -17 19 -12 24 -19 -23 -24 -20 -22 -27 28 29 -10 right_child=-2 7 9 4 5 -7 -8 8 27 -11 13 -13 -14 14 15 17 -18 21 20 -21 25 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.072785763750220958 0.00056215000395830978 -0.11643385489400851 0.10093204220685988 -0.11124354465723543 0.056379664931721432 0.0064110214547305443 -0.10977780352158562 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19.972861051559452 6.6353062987327567 9.8792161010205728 3.4017152693122625 2.1946373819373548 leaf_count=143 76655 481 58 201 75 498 298 22 10 20 1603 264 140 2819 184 1282 204 43 345 90 91 121 63 35 94 89 31 148 31 37 internal_value=0 -0.0044459 -0.0012022 -0.00421304 -0.0408234 -0.0215101 -0.0676141 -0.0783819 -0.0128761 0.0449673 0.00113322 0.0542653 0.00125343 -0.000355763 0.00518393 0.0245043 -0.0204237 0.0379645 -0.0177839 0.00214679 -0.0463847 -0.0124228 0.00916154 -0.0431195 -0.0770313 -0.000327592 0.0384357 -0.0569155 0.0341285 0.183759 internal_weight=0 1366.62 1309.18 1229.03 156.608 122.901 46.3562 57.4359 21.1046 80.1485 1072.43 76.26 25.6007 1050.59 797.197 317.232 73.1313 244.1 253.397 149.333 104.064 53.1259 43.8326 22.8156 62.4855 41.5781 26.6082 16.8158 6.93658 3.53487 internal_count=86175 9520 8791 8309 1072 871 373 729 248 482 7237 462 198 7094 4751 1932 388 1544 2343 1693 650 262 219 98 439 211 120 226 78 47 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=31 num_cat=0 split_feature=0 4 8 4 6 3 7 8 5 5 7 3 0 3 7 7 0 5 1 4 1 7 0 2 7 0 4 1 4 3 split_gain=2.81604 5.17561 6.96572 3.42117 4.33628 11.125 10.2892 10.7935 8.90654 9.07587 6.45667 5.07882 7.65027 7.50769 8.37539 6.76462 5.34246 9.13819 6.9626 4.97108 4.89624 4.82951 4.73629 4.34759 4.23825 4.21881 4.12909 5.29911 3.8003 4.41437 threshold=2.2992999553680424 0.21722232550382617 72.513157530000015 0.28014999628067022 63.199125289916999 1212.7578125000002 99.606616973876967 46.426018395000007 2.4002467393875127 2.5100499391555791 105.58964920043947 0.6850000023841859 0.68689998984336864 11.651244640350344 103.38414001464845 109.19346237182619 0.1799832955002785 2.5980166196823125 95.72259902954103 0.089999500662088408 85.632835388183608 115.70485687255861 0.44000002741813665 58.920650482177741 108.62688064575197 0.38492329418659216 0.23009499907493594 94.790111541748061 0.2658079862594605 33.204999923706062 decision_type=10 10 10 10 10 10 8 8 10 10 10 10 10 10 10 10 8 8 8 10 10 8 10 10 8 8 10 10 10 10 left_child=3 -2 -3 4 28 6 20 21 10 24 -9 22 13 14 -13 16 17 18 -15 -20 -6 -8 -11 -12 -10 -18 27 -26 -1 -30 right_child=1 2 -4 -5 5 -7 7 8 9 11 23 12 -14 15 -16 -17 25 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-0.00019819726675565652 -0.10034476824133864 -0.10480840731914468 0.17647244754854255 -0.044305248985981621 -0.013375055124903196 -0.095621053136657252 -0.0083339098543367199 -0.10097428789158523 0.13443590640167524 0.12721155103764953 -0.050943561236884718 0.013080704057963738 0.15352589932411084 -0.11642773463243286 -0.17639338038788699 0.087656386104302708 -0.071013743737448981 0.12679780532501356 -0.038032047980223457 0.11547266129587136 0.12354948900277829 -0.13913402995255786 -0.027208844470010353 0.088416408634328314 -0.052141640612262521 0.057448017866383774 0.15426557971529675 0.068086935179868358 0.10868123622811876 -0.044180698566720439 leaf_weight=11306.019313722907 7.1454552668146771 1.6265923533355819 1.9191977679729459 17.391302620322676 3.2400199063122299 8.3396299779415113 5.1937851980328533 9.1623740699142235 9.4834284000098723 6.7040186971425992 4.4969004457816464 4.3941731499508005 3.1830915939062825 4.7522219270467874 4.9734466173686087 9.1519415508955699 14.47403210098855 6.2991437204182139 4.4441080763936043 4.0160849094390869 13.463937480933962 6.1837334947194913 2.8224446699023247 4.4575795624405146 5.0045411391183796 3.1048750085756103 3.5001981430687001 13.705858478322623 6.49739292624872 2.663639809936285 leaf_count=83964 161 64 9 905 17 47 26 76 51 54 29 49 23 26 30 65 87 37 25 20 75 63 16 24 34 27 19 85 50 17 internal_value=0 -0.0513321 0.0474379 1.40111e-05 8.12114e-05 0.0167183 0.0231259 0.0135988 0.0225581 0.0342446 -0.041957 0.0137268 0.00275167 -0.00587857 -0.0875147 0.010659 -0.00833987 0.0276839 -0.0195695 0.0348372 0.0969906 -0.0794244 0.0814608 0.0184304 0.0784728 -0.0483242 0.0545778 0.0359289 -0.00014603 0.0642355 internal_weight=0 10.6912 3.54579 11487.1 11469.7 154.552 146.212 129.508 118.13 100.014 18.1169 68.3196 58.7931 55.61 9.36762 46.2424 37.0905 19.5116 13.2124 8.46019 16.704 11.3775 9.52646 8.95448 31.694 17.5789 22.2106 18.7104 11315.2 9.16103 internal_count=86175 234 73 85941 85036 1005 958 866 777 648 129 459 389 366 79 287 222 108 71 45 92 89 70 53 189 114 138 119 84031 67 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=31 num_cat=0 split_feature=8 4 8 8 3 2 0 3 2 3 8 5 7 1 0 2 6 6 7 0 3 2 9 3 9 1 1 3 9 1 split_gain=2.79557 14.1086 11.3965 13.9718 10.3293 10.1407 10.0846 12.2738 11.5308 9.74016 12.8934 21.9091 12.8531 8.79787 15.8069 10.4536 10.1769 8.4998 10.9416 15.251 11.1898 8.57523 11.8968 12.2409 10.3052 8.41217 16.8815 10.2854 8.37526 7.90246 threshold=11.539578135000001 0.046223001554608352 27.513094805000005 25.090244000000002 45.620000839233406 214.95999908447268 0.16470500081777575 108.79690170288087 1095.6741333007815 325.70500183105474 22.435539010000003 2.6240100860595708 106.59830856323244 98.433982849121108 0.36005000770092016 814.69497680664074 50.17073059082032 57.302055358886726 98.23557281494142 0.082314997911453261 131.70989990234378 1115.8455200195315 1.0777724981307986 137.19499969482425 1.1010892987251284 96.290100097656264 56.274999618530281 218.06399536132815 1.003304183483124 119.45774841308595 decision_type=8 10 10 10 10 10 10 8 8 8 10 8 10 10 10 10 10 10 10 8 10 10 2 10 2 10 10 10 2 8 left_child=1 -1 3 9 -3 -6 7 -5 -9 10 11 12 -2 16 -15 -16 -7 18 19 -13 -20 24 23 -23 -21 26 -12 -27 -11 -30 right_child=2 4 -4 6 5 13 -8 8 -10 28 25 17 -14 14 15 -17 -18 -19 20 21 -22 22 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.10528469334982836 -0.10603361846218501 -0.11914645873398706 0.00029961594771810531 0.13362534717569977 0.10164098664217308 -0.12911583607536764 -0.087785637116869986 -0.13518856272410695 0.09633183950024847 0.10512573512450246 0.11251496809580262 0.18350868026736097 0.0030177804809506346 0.016735610878296073 0.010172933383524313 -0.12702830298265505 0.062029956786765497 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internal_value=0 0.011264 -0.000246419 -0.0187502 0.0168937 0.0205953 -0.0633034 0.00795791 -0.0581209 -0.0090506 0.00164541 -0.00998515 -0.067568 0.0143293 0.00121908 -0.0736433 0.0505339 0.0128059 0.00654214 0.019707 -0.0667835 0.0100179 -0.0139447 -0.0646387 0.0494613 0.0564197 -0.0169909 0.0887461 -0.0433484 -0.0522856 internal_weight=0 215.027 11279.5 323.311 205.119 199.685 57.8033 14.7807 9.68703 265.508 202.391 166.943 47.3387 185.355 136.079 23.3624 49.2762 119.604 113.347 96.094 17.2527 90.7273 56.4394 25.4327 34.2879 35.448 10.8373 24.6107 63.117 59.5335 internal_count=86175 1968 84207 5073 1862 1105 327 86 64 4746 3454 3292 246 1033 695 122 338 3046 2978 2888 90 2865 272 133 2593 162 49 113 1292 1251 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=31 num_cat=0 split_feature=2 8 3 6 8 8 7 9 8 8 9 4 9 9 9 1 8 0 9 6 1 6 6 3 3 0 5 4 1 9 split_gain=2.74463 7.1909 6.42494 6.67297 6.12742 13.6855 9.74458 12.4884 11.2791 17.4259 9.93137 9.58438 9.58252 9.18386 10.296 9.06693 10.6648 8.65959 8.13032 7.96323 7.35883 7.46919 8.1253 7.42006 7.35636 7.10316 6.71618 10.6524 8.47683 7.88784 threshold=77.08499908447267 27.513094805000005 723.62567138671886 53.494003295898445 85.351314280000011 83.758449285000026 100.7435646057129 1.1946979165077212 68.008555565000009 65.631410680000002 1.3758142590522768 0.18007667362689975 1.6808274388313296 1.1477001309394839 1.6318134069442751 58.913000106811531 74.980382370000015 0.83009999990463268 1.3185774087905886 62.096370697021491 157.25249481201175 55.852941513061531 59.081159591674812 18.757300376892093 0.10500000044703485 0.83009999990463268 2.6252865791320805 0.10502399876713754 100.33264923095705 1.1744956374168398 decision_type=8 10 8 10 10 10 10 2 10 10 2 10 2 2 2 10 10 8 2 8 10 10 10 10 10 10 10 10 10 2 left_child=1 -1 4 -4 5 6 7 11 9 20 15 26 13 -6 -15 -9 24 -13 -18 -20 21 -8 -23 -24 -17 -10 28 -28 29 -3 right_child=-2 2 3 -5 12 -7 8 10 25 -11 -12 17 -14 14 -16 16 18 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.091288310072477466 -0.00043393933051075493 0.004742943290374532 0.057355141336240367 -0.11775208568613525 0.051053036603399354 0.080720531580844301 -0.086033596725621136 0.031715539215792239 0.079653824477343593 -0.12453738180955656 0.047158314795880146 -0.099768991135071289 0.11935552597145765 -0.092483295147909636 -0.0031392866371623565 0.09269260188705003 0.020685309887432227 0.034091526963470599 0.021604043287627477 -0.11202334907638359 -0.074920117115584592 0.091679276612277122 0.058953658303326106 -0.024163677158988831 -0.068590234157483915 -0.04201872224101641 0.032612541511616092 -0.090339607631509167 0.052794922990520354 0.070097484756023093 leaf_weight=7.5352470297948448 10755.163777218433 163.16641943808645 3.0075052729807776 7.8738941997289658 11.261545578017829 27.026514768600464 4.8435544027015558 21.610880631022155 47.938099037855864 8.7860567374154908 19.579017585725524 13.450488680275155 4.5604265928268424 26.271948303794488 25.338841652497649 2.9404857605695716 38.720677092671394 7.5428639356978264 7.3385036289691952 11.367973104119299 6.8354859873652449 22.280078444862738 21.411717733135447 21.550719043705612 73.959432162926532 5.3317108191549769 14.302695635939019 13.889563838019965 71.107626649783924 20.824378646910191 leaf_count=837 79849 1058 47 46 81 154 63 128 220 66 211 111 38 593 182 19 219 112 33 69 36 174 189 154 645 39 109 74 457 162 internal_value=0 0.00589572 0.00690702 -0.0693543 0.00807049 0.0110656 0.00802322 0.00126931 0.0313402 0.00888089 -0.019973 0.0135223 -0.0206133 -0.0307659 -0.0486189 -0.0284018 -0.0380736 -0.0516732 -0.00546759 -0.0596017 0.0241201 0.0337794 0.0426743 0.0172605 -0.0624231 0.0674758 0.0183536 -0.0279627 0.0234723 0.0121399 internal_weight=0 731.654 724.119 10.8814 713.238 645.805 618.778 479.801 138.977 85.7076 175.517 304.284 67.4328 62.8723 51.6108 155.938 134.327 20.9934 57.4272 18.7065 76.9216 70.0861 65.2425 42.9624 76.8999 53.2698 283.291 28.1923 255.098 183.991 internal_count=86175 6326 5489 93 5396 4502 4348 3407 941 682 1324 2083 894 856 775 1113 985 223 321 102 616 580 517 343 664 259 1860 183 1677 1220 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=31 num_cat=0 split_feature=1 9 9 9 1 8 6 0 9 8 9 8 8 6 8 9 8 9 9 9 2 8 6 8 6 1 7 7 1 3 split_gain=2.9638 9.32893 9.74769 19.0192 11.2812 9.59349 12.6757 11.934 11.0747 9.16847 8.98112 11.4023 12.146 8.80681 9.09179 8.71628 8.6322 12.0018 17.971 9.40224 10.7257 9.06176 8.58601 8.46651 8.33904 8.32395 7.25133 7.10484 7.01784 7.9485 threshold=64.061302185058608 1.0564270019531252 1.232557535171509 1.2851773500442507 62.174999237060554 72.513157530000015 57.590518951416023 0.51504999399185192 1.4413009285926821 83.415621595000019 1.048164486885071 49.091092425000006 41.376632000000008 60.596574783325202 84.718582635000018 1.0049744844436648 83.673071915000023 1.1477001309394839 1.1644290089607241 1.1209892034530642 960.48999023437511 85.728648085000017 52.786998748779304 87.291245100000012 54.867120742797859 40.679105758666999 108.62688064575197 93.680648803710952 44.649999618530281 9.9818997383117694 decision_type=10 2 2 2 8 8 10 10 2 10 2 8 10 10 8 2 10 2 2 2 10 10 8 10 10 10 8 8 10 10 left_child=1 10 9 4 13 7 8 -5 -7 22 11 12 15 14 -4 24 -11 19 -19 20 28 -22 -3 -20 -1 -10 -15 -8 29 -18 right_child=-2 2 3 5 -6 6 27 -9 25 16 -12 -13 -14 26 -16 -17 17 18 23 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.07576252398279934 0.00039476637713696625 -0.11451109767381709 0.072072731896503928 0.0043513679081652384 -0.036327184647518204 -0.041758521668990571 0.062829138518229563 0.18186736987056762 -0.089568947294759629 0.1007721185715193 0.12851548218734632 -0.086947394422933338 0.092085245003539692 0.11003100144718236 -0.10635481500217943 -0.077078487284674382 0.031358519442715373 -0.1289148514386812 0.065630593104041596 0.041132399884215708 -0.1059430824886356 0.13037438576253546 -0.025672247494465034 -0.10091627758512614 -0.13152486738608735 0.08111435956818186 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0.000966947 -0.00457321 -0.0583063 0.0105283 -0.0160809 0.0803352 -0.0292515 0.0201301 0.0414809 0.0545208 -0.0228305 -0.0704632 -0.0340934 -0.0768474 internal_weight=0 742.827 679.433 241.963 107.257 134.706 97.7328 36.9729 48.2713 437.47 63.3938 55.2393 46.2476 90.0897 76.737 25.1538 156.116 147.906 32.4487 115.457 61.7593 9.72166 281.354 15.3722 14.0603 21.723 13.3526 49.4615 52.0377 22.0929 internal_count=86175 7711 6258 2166 884 1282 925 357 534 4092 1453 1396 1291 632 553 1104 1964 1918 1014 904 558 115 2128 682 341 185 79 391 443 176 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=31 num_cat=0 split_feature=9 2 3 5 9 8 9 1 8 9 8 4 8 8 1 3 3 0 3 9 6 0 2 1 1 9 7 9 8 5 split_gain=2.88478 3.74239 5.02526 2.88506 32.9891 32.8951 23.8865 17.4893 13.2222 24.5047 34.6252 22.8751 21.1735 23.1112 17.8883 22.8589 13.5793 12.8398 12.6581 14.1979 12.9773 12.6483 12.4655 13.901 12.1754 14.994 12.1662 11.5366 10.2269 10.2224 threshold=1.0016464591026308 69.795700073242202 4.6003799438476571 2.7169150114059453 1.0711222887039187 50.568756935000003 1.2762882113456728 116.32144927978517 65.504867765000014 1.1293502449989321 59.86349009500001 0.19435833394527438 59.244131955000007 55.434759575000008 113.47620010375978 24.500749588012699 277.30780029296881 0.17814847826957705 55.850948333740241 1.2797898054122927 53.52466011047364 0.80524998903274547 5922.9660644531259 49.80999946594239 93.900451660156264 1.5776674151420595 88.358043670654311 1.018160939216614 34.179560925000011 2.74170994758606 decision_type=2 10 10 10 2 10 2 10 10 2 10 8 10 10 10 10 10 10 10 2 8 8 10 10 10 2 8 2 10 10 left_child=1 -1 -3 -2 5 28 8 27 9 12 22 16 13 -6 15 21 -12 -17 19 -8 -21 -10 23 -11 -20 -26 -27 -7 -5 -24 right_child=3 2 -4 4 6 7 18 -9 14 10 11 -13 -14 -15 -16 17 -18 -19 24 20 -22 -23 29 -25 25 26 -28 -29 -30 -31 leaf_value=-0.11070158249275444 -0.00046031417212345809 -0.11485961848446571 0.18231660113821815 -0.024655713376768321 0.03246642010798672 0.124962592408184 -0.16412791997164489 0.01762561015857796 0.066334762110055775 -0.074729749543884963 -0.021581958020990374 0.16363908920978112 0.089881176196057011 -0.11712711046812566 0.088847352647866071 0.018574238352808536 -0.084080148626999418 -0.065167528181562726 0.068177547531364888 0.040096615242589589 -0.059325232225414894 -0.22067597159516669 0.045526878681718674 0.078015374264738258 -0.10443431827410439 0.093137891107602122 -0.079944626648342842 -0.11327726055634538 0.044544799088960536 -0.04960720275989814 leaf_weight=5.0554558077128595 10518.215593618166 1.0679166966583582 1.2180371284484861 46.675214983901242 83.904943831264973 2.1025269739329806 4.7017911560833445 14.153544555418192 81.201382180210203 6.6106898188590995 93.425279606133699 5.4561318531632415 59.863862909376621 11.777163758873938 59.363946808502078 45.683930812869221 55.368528204038739 30.555560067878105 6.9728207275038576 52.777679507562425 17.475874710711651 1.5650393092073489 21.283654734492302 60.361570842564106 40.47210297989659 8.3801143610617164 7.8799043111503115 61.107382421614602 39.370145879685879 24.066285118460655 leaf_count=271 73856 59 10 828 413 15 42 92 697 31 614 26 326 57 353 423 519 324 289 733 292 10 158 340 3461 114 481 896 225 220 internal_value=0 -0.0626908 0.0434864 1.4642e-05 0.00531479 -0.0355363 0.0138824 -0.082854 0.0220292 0.011695 -0.00670972 -0.0374642 0.0432368 0.0140535 0.0420056 0.0245175 -0.0448385 -0.0149881 -0.0237486 0.00410579 0.015365 0.0609076 0.0355249 0.0629382 -0.0565221 -0.0718486 0.00925892 -0.105353 0.00700705 -0.00495883 internal_weight=0 7.34141 2.28595 11460.8 942.557 163.409 779.148 77.3635 640.488 422.118 266.572 154.25 155.546 95.6821 218.37 159.006 148.794 76.2395 138.66 74.9553 70.2536 82.7664 112.322 66.9723 63.7049 56.7321 16.26 63.2099 86.0454 45.3499 internal_count=86175 340 69 85835 11979 2056 9923 1003 4511 2704 1908 1159 796 470 1807 1454 1133 747 5412 1067 1025 707 749 371 4345 4056 595 911 1053 378 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=31 num_cat=0 split_feature=3 0 6 7 8 7 6 5 8 1 7 9 9 7 1 3 6 4 1 9 8 8 9 8 7 1 9 8 5 6 split_gain=2.71764 11.238 9.17212 9.57486 16.7914 15.6327 8.80535 8.63529 21.6545 16.0566 11.8682 15.0711 30.2077 9.3603 9.28151 8.04213 31.5363 13.6242 12.7176 9.45871 19.5387 34.0497 16.5978 16.7466 15.4629 20.4668 34.6409 36.9782 19.4151 19.4643 threshold=12.087590217590334 -0.006449999986216425 55.355739593505866 86.278442382812514 66.059192255000013 87.72849273681642 50.41822814941407 2.689985036849976 60.333021200000012 128.08464813232425 88.037700653076186 1.2644609808921816 1.2593680024147036 94.652008056640639 44.649999618530281 16.234395027160648 50.471309661865241 0.079371500760316863 101.26010131835939 1.1326038241386416 47.827284630000008 40.321323380000003 1.1359563469886782 83.673071915000023 92.214447021484389 124.70980072021486 1.0928202867507937 71.117230790000008 2.6755199432373051 54.748006820678718 decision_type=10 8 10 8 10 8 8 10 10 10 10 2 2 8 8 10 10 8 8 2 10 8 2 10 10 10 2 10 10 10 left_child=1 -1 3 4 6 -5 -3 14 9 -9 -10 12 -12 -11 -7 16 18 -18 -2 24 21 -21 23 -22 -17 26 27 -26 29 -28 right_child=15 2 -4 5 -6 7 -8 8 10 13 11 -13 -14 -15 -16 19 17 -19 -20 20 22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-0.090550473502735804 -0.0069958863880940532 0.017335152746890486 0.0087731163469998881 -0.079129870565735658 -0.027746851396777579 0.049804830751842687 0.24663374205893551 -0.058397743252361557 -0.069904503238571059 -0.026916300873839557 0.068731103334900165 0.12177746570766182 -0.14957837495224455 0.13599082118482653 -0.011994717376038865 0.010223844840902786 0.060656776731250674 0.016319674166992693 -0.076693860194289865 0.12614407255092586 -0.067260667292239285 -0.10405948659535021 -0.0013242496239131852 0.043603763658291543 -0.0043904453904948315 -0.023214501307525143 -0.022615900707488406 -0.13685398740553895 0.059882512402083782 0.036344902531792359 leaf_weight=14.807245186064391 155.65796370996395 2.4419059434440014 466.19674820121145 30.916631920728832 8.6829343391582352 24.958704872027738 5.3306044973433018 44.459465929016005 7.1953720136079928 6.3559089787304375 32.440941313514486 27.804545997641981 7.8773873075842848 7.9245253354310998 924.1053951777285 1882.7473281635903 115.12107522017322 174.15359080524649 31.472941656422336 7.673838645219802 69.398938953876495 39.489412404305767 5738.913287636009 16.953752908855677 835.14640124933794 385.67674746271223 96.253004021942616 21.619860808830708 131.21964199282229 133.85106589645147 leaf_count=94 1161 40 3700 289 57 316 36 549 86 41 317 260 46 34 7410 11314 947 1032 328 42 389 2887 45999 98 4490 2118 533 206 720 636 internal_value=0 -0.00383357 -0.00302938 -0.00789654 0.0678264 -0.00901504 0.174595 -0.00701368 0.0167438 -0.0287666 0.0522369 0.0651379 0.0260778 0.0634844 -0.0103695 0.000596685 0.0132707 0.0339643 -0.0187182 -4.84726e-05 -0.00249804 -0.0666035 -0.00197902 -0.0454945 0.0040774 -0.00313824 0.00321839 -0.00773306 0.0291863 0.0116815 internal_weight=0 1611.5 1596.69 1130.49 16.4554 1114.04 7.77251 1083.12 134.058 58.7399 75.3182 68.1229 40.3183 14.2804 949.064 9835.35 476.406 289.275 187.131 9358.94 5872.43 47.1633 5825.27 86.3527 3486.51 1603.77 1218.09 856.766 361.324 230.104 internal_count=86175 13275 13181 9481 133 9348 76 9059 1333 624 709 623 363 75 7726 72900 3468 1979 1489 69432 49415 2929 46486 487 20017 8703 6585 4696 1889 1169 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=31 num_cat=0 split_feature=0 4 9 8 8 8 5 1 7 6 9 9 9 9 8 1 9 7 9 4 3 9 9 9 7 3 9 9 0 6 split_gain=2.9571 8.78597 13.2803 16.5769 57.4156 30.5498 12.1107 13.9889 11.3888 14.358 13.4716 9.31799 12.1085 10.2467 14.9097 14.5385 13.6607 10.6338 9.78796 20.146 21.0378 19.1931 18.7661 16.0404 38.4027 29.8278 27.6951 22.6461 20.166 22.1476 threshold=0.20998344570398333 0.15003500133752826 1.0777724981307986 55.434759575000008 53.814256215000007 55.038618855000003 2.2857300043106084 108.57004928588869 98.646739959716811 57.096208572387702 1.0148731470108034 1.6318134069442751 1.6643133759498598 1.558970093727112 88.27951542000001 109.72610092163087 1.6024157404899599 90.608348846435561 1.391429126262665 0.13051400333642962 35.073699951171882 1.3680611252784731 1.3990214467048647 1.3491482734680178 94.944957733154311 386.97500610351568 1.3393588662147524 1.33274382352829 0.040049999952316291 58.876743316650398 decision_type=8 8 2 10 10 10 10 8 10 10 2 2 2 2 10 10 2 8 2 10 10 2 2 2 10 10 2 2 8 10 left_child=1 11 3 4 8 -6 -4 -8 10 -10 -3 13 -13 18 -15 -16 17 -17 21 20 -20 23 -22 26 28 -26 27 -1 29 -25 right_child=-2 2 6 -5 5 -7 7 -9 9 -11 -12 12 -14 14 15 16 -18 -19 19 -21 22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0007010920271021048 -0.0013516798352204123 -0.12548842727902468 -0.037697124334395135 0.09905078890331305 -0.58796079955505043 -0.067318667250649458 0.007130612033922218 0.097040176791491461 -0.085743898877002594 0.056791472838483126 0.071946221305755773 0.084851851883598839 0.010657059397780628 -0.036639252198719163 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1801 39 80 87 21 515 131 228 981 4344 68 144 72 434 235 373 9 internal_value=0 0.00192585 0.014385 0.0415673 0.0198044 -0.328602 0.00469683 0.0123806 0.0369493 -0.0158157 0.0605099 0.000401326 0.0268801 -0.000452539 -0.0242685 0.0454656 0.078529 0.112545 0.00062508 0.0155346 0.0204578 -0.00109361 0.0254828 -0.000133998 0.067351 0.233897 -0.000839398 5.6266e-06 0.00119864 0.205246 internal_weight=0 4625.6 504.293 132.509 96.119 4.50813 371.784 314.739 91.6109 28.2789 63.332 4121.3 128.748 3992.55 172.833 26.0408 21.7767 18.3855 3819.72 394.805 376.902 3424.91 360.59 3369.55 34.8565 9.90914 3334.69 3306.26 24.9473 4.05602 internal_count=86175 35315 3219 1215 769 49 2004 1607 720 146 574 32096 965 31131 2028 227 188 101 29103 5218 5087 23885 4572 22904 666 216 22238 21804 450 77 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=31 num_cat=0 split_feature=1 8 9 9 0 8 9 9 8 3 9 3 8 8 9 9 9 7 9 9 8 1 8 7 3 8 8 9 9 4 split_gain=2.93846 19.5665 28.8675 22.3592 69.2097 26.9197 18.7011 17.8933 22.8671 17.7113 16.8092 32.9684 43.9486 38.9573 21.8509 18.3394 26.6225 33.1688 16.3539 23.5701 37.4784 26.0227 23.4493 30.8618 16.905 16.0023 28.0134 27.6389 65.7813 43.903 threshold=91.284999847412124 46.426018395000007 1.0465513467788699 1.0760917663574221 0.3335500061511994 60.076609070000011 1.0727607607841494 1.0727607607841494 66.889917430000011 597.36499023437511 1.1059830784797671 22.061336517333988 74.151832615000018 80.871604945000016 1.1010892987251284 1.087821424007416 1.0845726132392886 103.21296691894533 1.1226413846015932 1.1392991542816164 79.618289135000012 79.415000915527358 72.121931125000017 93.739456176757827 68.530090332031264 72.669456165000014 70.87353305500001 1.1744956374168398 1.1963809728622439 0.039905000478029258 decision_type=8 8 2 2 8 10 2 2 10 10 2 10 10 10 2 2 2 8 2 2 10 10 10 8 10 8 10 2 2 10 left_child=1 -1 -3 4 6 9 -4 -7 -9 -6 11 12 -5 -14 15 16 -13 -18 22 20 21 -20 23 -12 -23 26 -21 29 -29 -27 right_child=-2 2 3 10 5 7 -8 8 -10 -11 18 14 13 -15 -16 -17 17 -19 19 25 -22 24 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.024705327857523256 -0.0013303512782895099 -0.033352482525951181 -0.087964726447452957 -0.10707191696148349 0.097629096708217442 0.0026912602691198089 0.037735453000348126 0.13796000763071004 -0.06041221184141108 -0.040223523132922788 -0.058833389795890534 0.015371337773776268 0.10469595474756321 -0.072010379536381064 -0.053958618322808453 0.030711378334800771 -0.15846514354112576 0.016640527266940774 -0.10556447586435264 0.0065264370262504536 0.021227915125224102 -0.072565562769068712 0.0013367182661441852 0.092903256303469017 0.079790402596944143 -0.08173359416750002 0.057103524915097154 0.064235781847422777 -0.0043409483857099022 0.00098795037430573249 leaf_weight=348.78873329798807 6870.2862395719276 243.63048109435476 55.32008935615886 79.206339471042156 108.63549276441336 111.64123926963657 15.057189039885996 23.311761647462848 7.7404530607163897 10.194701336324213 16.203817024827003 77.145321384072304 23.958625400438905 26.032519640866667 65.755992883816361 172.90448172390461 24.808470774441957 19.181579956784844 73.399892503395677 776.78714694315568 69.677631596103311 14.105026526376607 132.45996156521142 77.580935761332512 15.057049244642256 107.49713533947943 127.48380520567298 155.30592886160593 1408.066318391735 159.14144293358549 leaf_count=3029 53714 1882 646 560 493 614 123 106 72 46 68 429 135 203 329 838 113 112 522 5020 405 100 937 340 67 921 673 1294 11203 1181 internal_value=0 0.00194696 5.57719e-05 0.00211444 0.0269563 0.0506449 -0.0610712 0.021367 0.0885113 0.0858024 -0.000162089 -0.0174056 -0.0607366 0.0126774 -0.00184612 0.00980777 -0.0200293 -0.0821114 0.00252946 0.000513651 -0.0353661 -0.0738144 0.0284261 0.0666867 0.00609932 0.00277381 0.0136568 -0.00260384 0.00247149 -0.0323618 internal_weight=0 4546.08 4197.29 3953.66 331.901 261.524 70.3773 142.693 31.0522 118.83 3621.76 488.993 129.197 49.9911 359.796 294.04 121.135 43.9901 3132.77 2906.52 172.24 102.562 226.245 93.7848 29.1621 2734.28 904.271 1830.01 1563.37 266.639 internal_count=86175 32461 29432 27550 2100 1331 769 792 178 539 25450 2719 898 338 1821 1492 654 225 22731 21386 1094 689 1345 408 167 20292 5693 14599 12497 2102 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=31 num_cat=0 split_feature=2 7 1 8 5 0 3 9 8 8 3 8 9 9 3 2 7 1 9 5 2 9 8 9 9 8 4 1 9 1 split_gain=2.80811 10.7475 6.95303 8.04225 6.80648 18.2819 15.8435 15.0098 33.932 24.2107 14.7814 19.5846 14.5875 19.3584 14.3918 13.8899 13.6352 20.8573 14.5174 12.8386 12.8374 12.2339 12.0838 20.6876 15.5406 14.2303 20.3468 12.7077 11.8803 13.1712 threshold=712.11749267578136 88.773273468017592 123.35924911499025 66.558369800000023 2.711575031280518 0.25231336057186132 31.272417068481449 1.1276808977127077 59.244131955000007 55.434759575000008 30.295001029968265 66.212967135000014 1.1677789688110354 1.214552164077759 145.18714904785159 1980.0065917968752 94.59625625610353 162.71350097656253 1.0198619961738589 2.68000340461731 1234.7395629882815 1.0711222887039187 59.948030760000009 1.1526684761047366 1.232557535171509 65.504867765000014 0.055105000734329231 113.19015121459962 1.5776674151420595 85.366905212402358 decision_type=8 8 10 10 10 10 10 2 10 10 10 8 2 2 10 8 8 10 2 8 10 2 10 2 2 10 10 10 2 10 left_child=1 2 3 -1 5 10 -6 8 9 14 11 -2 -13 -14 -8 -15 20 18 -18 -20 -7 -10 -9 -24 25 26 -25 -27 29 -26 right_child=4 -3 -4 -5 6 16 7 22 21 -11 -12 12 13 15 -16 -17 17 -19 19 -21 -22 -23 23 24 28 27 -28 -29 -30 -31 leaf_value=0.089261510647891631 0.005973555756987276 0.00099167412058961176 -0.020298518322264002 0.022276434475935154 0.032815501145544566 0.029335576306620134 0.048980552413418178 0.016787584313011823 -0.10516548599159624 -0.10657033811239112 0.0016777879742855579 -0.07091257148965617 0.037375371905869356 -0.007431573986735291 -0.014785692983758023 -0.063690905442540788 0.079779594975644352 0.057121408273487308 -0.054764019448834737 0.00095503461973013917 -0.015135110438418947 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15.9288 18.0842 15.7928 15.1674 17.6678 63.5122 23.726 20.339 17.9226 threshold=1.3758142590522768 71.513231495000014 1.3009637594223025 1.391429126262665 73.498535265000015 81.947250455000017 54.174953460693366 73.869909720000024 1.4366575479507449 102.23339843750001 1.4029334783554079 85.366905212402358 1.4649919867515566 1.6024157404899599 0.10998599976301195 83.074457065000004 74.797592850000015 2.4305000305175786 87.882106781005874 81.177448272705092 1.3875452280044558 1.5024287104606631 1.4836104512214663 73.93013833000002 2.5491399765014653 82.483280285000021 73.35557599000002 1.3079319000244143 1.3642726540565493 0.071003500372171416 decision_type=2 10 2 2 10 10 10 10 2 8 2 10 2 2 10 10 10 10 8 10 2 2 2 10 8 10 8 2 2 10 left_child=2 -2 -1 4 6 -6 -3 13 9 10 15 -12 14 17 -10 16 -9 -5 -19 -7 -21 22 -14 -23 -4 26 27 29 -29 -26 right_child=1 3 24 7 5 19 -8 8 12 -11 11 -13 21 -15 -16 -17 -18 18 -20 20 -22 23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00046531090399350188 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1091 780 311 12300 11124 2491 1315 1002 8633 1176 1536 313 229 777 744 573 427 7097 1402 5695 8137 7317 4037 2558 2058 500 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=31 num_cat=0 split_feature=7 4 6 2 6 5 9 6 1 7 1 1 3 1 9 8 3 9 6 9 0 9 3 1 6 1 1 4 5 1 split_gain=3.09998 17.5187 12.7082 9.93394 6.79595 9.15956 6.60268 5.98942 5.71754 7.60803 4.49706 8.54566 3.99308 6.20801 3.27341 27.7987 12.5708 10.9696 13.5437 10.8934 18.0742 18.0225 17.657 14.008 11.4632 13.3838 9.97713 9.92069 10.0442 9.54732 threshold=85.489490509033217 0.040880499407649047 51.653978347778327 9242.6884765625018 50.523035049438484 2.6559033393859868 1.2869567275047304 51.682460784912116 126.77050018310548 85.059902191162124 101.59129714965822 139.81220245361331 800.78533935546886 95.10858535766603 1.0465513467788699 59.515317785000008 170.41699981689456 1.0299918651580813 63.199125289916999 1.0399255156517031 0.62014999985694896 1.0432021617889407 3.7308750152587895 138.72499847412112 57.096208572387702 81.06995010375978 86.798252105712905 0.061234999448060996 2.704109907150269 110.03092193603517 decision_type=8 10 10 10 8 10 2 10 10 10 8 10 8 10 2 10 10 2 10 2 10 2 10 8 10 10 8 8 10 10 left_child=1 2 3 8 5 -3 -5 -6 12 -10 -9 -12 -1 -14 15 16 17 -2 19 20 -19 22 -21 24 25 -24 -22 -18 -29 -28 right_child=14 4 -4 6 7 -7 -8 10 9 -11 11 -13 13 -15 -16 -17 27 18 -20 21 26 -23 23 -25 -26 -27 29 28 -30 -31 leaf_value=0.084549719052268393 -0.00083230229351614936 0.16012335415082507 -0.1410553486682353 -0.16872181872706404 0.16719973803646515 -0.084383189048783988 -0.034110928264103592 0.11936857537617201 -0.11511058303249921 0.066602611106223245 -0.12461440142606528 0.086804864744030943 -0.12967664168495172 0.085317188606477384 0.00072606383837904933 -0.1114348197492451 0.045392974547712274 -0.048845840109361389 0.11505960967327603 -0.12540214684765422 0.24855893401030041 -0.050377603214613188 -0.11759078065576856 -0.12625219430016796 0.19090485941011559 0.057301616032496207 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0.15003500133752826 0.11472066491842271 0.084004998207092299 54.73500061035157 83.415621595000019 59.081159591674812 53.155000686645515 49.229299545288093 2.5100499391555791 1.0448677539825442 1.0267012119293215 39.379337840000005 1.1493571400642397 2.5826166868209843 0.20001550018787387 25.090244000000002 94.31333160400392 76.018680405000012 2.5980166196823125 0.29999986290931707 54.391788482666023 118.51842498779298 0.40000005066394811 74.980382370000015 83.673071915000023 1.1477001309394839 decision_type=10 2 2 2 8 10 10 8 10 10 10 10 8 2 2 10 2 8 10 10 8 8 10 10 10 8 8 8 10 2 left_child=1 3 7 13 5 6 -4 -3 16 12 27 -12 -6 14 15 -1 17 -5 19 -19 -18 22 23 -22 -24 -25 -26 -11 -10 -30 right_child=-2 2 4 8 9 -7 -8 -9 28 10 11 -13 -14 -15 -16 -17 20 18 -20 -21 21 -23 24 25 26 -27 -28 -29 29 -31 leaf_value=-0.13020046487618978 0.00037496444863365175 0.068601094417002392 -0.1272649208279856 -0.13173435164164582 -0.10252954753418678 -0.089747082333969885 0.16973020665186322 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3.2362602706998596 2.33085012435913 4.4909391086548558 112.4581703688018 29.471087981481105 leaf_count=775 78804 326 40 103 44 220 32 475 46 117 49 17 685 62 231 350 86 31 51 685 267 340 37 54 290 24 12 45 891 986 internal_value=0 -0.00643773 0.00733101 -0.0132214 -0.0156449 -0.0605003 0.0656821 0.0391785 -0.0185634 -0.000891331 -0.0429422 0.0765676 0.0188747 0.0256158 0.00948901 0.0239098 -0.0295779 -0.0535786 -0.0371312 -0.0545908 -0.0169589 -0.0103051 0.000533646 0.039548 -0.031624 -0.045193 -0.0459143 -0.0817629 8.29192e-05 -0.00517547 internal_weight=0 684.869 226.052 458.817 131.316 32.5015 6.11574 94.7361 403.338 98.8145 31.5961 7.74697 67.2185 55.4783 46.8845 41.8134 253.559 87.3752 72.1844 60.859 166.184 152.607 127.9 57.789 70.1109 12.6376 62.2992 23.8491 149.779 141.929 internal_count=86175 7371 2050 5321 1249 292 72 801 3903 957 228 66 729 1418 1356 1125 1980 870 767 716 1110 1024 684 345 339 78 302 162 1923 1877 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=31 num_cat=0 split_feature=9 7 6 9 1 7 1 8 8 3 1 3 3 6 5 4 6 9 3 3 7 2 3 5 9 8 8 7 8 0 split_gain=2.99217 7.26993 6.69881 8.76414 7.47408 8.30513 6.89517 8.68555 11.1236 10.3804 9.48602 15.0968 8.75111 8.18711 6.50053 6.48594 5.90722 5.90134 5.77513 7.20057 5.31626 5.27691 10.4495 6.66995 9.82329 21.7303 6.60234 11.4197 7.14264 10.2017 threshold=1.0116130113601687 112.07624816894533 53.760551452636726 1.0049744844436648 73.662002563476577 98.23557281494142 119.45774841308595 41.376632000000008 39.379337840000005 12.562700271606447 99.392101287841811 2.920450091362 2.59309995174408 55.852941513061531 2.6199631690979008 0.12996499985456469 58.975288391113288 1.0066126585006716 417.16500854492193 7.752199888229371 89.716804504394545 55.204999923706062 97.74499893188478 2.5673632621765141 1.0777724981307986 68.343569515000027 74.751024620000024 99.70434951782228 83.123132410000011 0.32000008225440985 decision_type=2 10 8 2 8 8 10 8 10 8 10 10 10 10 10 10 8 2 10 10 10 8 8 10 2 10 10 8 10 8 left_child=1 2 3 20 5 -4 7 8 -6 10 11 -9 -10 18 -14 -11 -17 -15 19 -8 -1 22 23 24 -2 -26 27 -27 -28 -30 right_child=21 -3 4 -5 6 -7 13 9 12 15 -12 -13 14 17 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 28 -29 29 -31 leaf_value=0.038919770909265461 0.056781626396689794 0.079723892787782497 -0.096409271490276283 0.076772280753699323 -0.10538387700805152 0.031411908758769855 -0.048311877192564565 -0.090744684053761196 -0.088353137375496327 -0.10549576592259942 -0.10362819777557722 0.055266289708813525 0.049685329748124327 0.050089142488417407 -0.062531987415811563 0.079469551315422451 -0.083590114913090624 -0.068939930859676923 -0.059745587470454511 0.097096528782722014 -0.096905506166636138 -0.0001893657521589787 -0.098120574510600592 -0.011568705037851269 -0.074520369529223265 -0.032118681480794296 -0.011828855305893005 0.070140791822915244 -0.041686410899713533 0.052873547927662745 leaf_weight=5.2819925026269647 61.39648272562772 8.7060306149069202 5.7612379444763056 17.551030673086643 9.5051838807994482 43.194781231257366 4.2954049259424272 10.63790687650908 7.1410935656167558 40.087756352731958 10.383215942652894 21.180429123342037 32.864682235755026 5.5879340842366245 6.1240439862012854 3.9779673367738697 5.0323074758052835 16.360586024820805 4.3512521907687178 16.438943531364202 6.3412259272299707 10664.782357935852 8.4587495881132764 78.737087249552133 25.908036050386727 13.811998739838598 71.315135061740875 52.166655072942376 14.398441125638785 54.956708004698157 leaf_count=42 444 74 39 91 145 730 26 132 107 224 83 122 180 41 28 23 28 84 29 100 52 80252 115 1191 419 62 480 267 146 419 internal_value=0 -0.0102292 -0.0131073 0.032169 -0.0185448 0.0163697 -0.0273569 -0.0380242 -0.00687853 -0.0570033 -0.0206335 0.00645006 0.0134188 0.00596746 0.0320591 -0.0882645 -0.0116005 -0.038636 0.044993 0.0669732 -0.0351818 0.000223834 0.0117854 0.0142799 0.0212036 0.0118107 0.0226343 0.0487338 0.0103928 0.0332425 internal_weight=0 280.805 272.099 29.1742 242.925 48.956 193.969 146.935 55.635 91.2996 42.2016 31.8183 46.1298 47.0341 38.9887 49.098 9.01027 21.9485 25.0856 20.7343 11.6232 11045.9 381.149 372.691 293.953 232.557 206.649 65.9787 140.67 69.3551 internal_count=86175 2380 2306 185 2121 769 1352 1072 460 612 337 254 315 280 208 275 51 125 155 126 94 83795 3543 3428 2237 1793 1374 329 1045 565 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=31 num_cat=0 split_feature=0 4 8 6 9 9 7 2 3 7 0 4 8 4 1 0 0 0 3 1 2 5 1 8 8 8 7 1 0 6 split_gain=3.08977 4.10437 5.85628 2.93603 14.459 20.5442 10.0528 8.03121 9.21651 9.92217 8.56546 15.1685 8.51376 8.45749 7.89791 9.15176 8.58806 11.4576 7.32989 6.88556 6.7528 6.74273 9.71493 6.33852 18.8047 12.2665 10.6644 8.4845 16.8588 10.9273 threshold=2.2992999553680424 0.21722232550382617 72.513157530000015 51.514183044433601 1.0711222887039187 1.063004791736603 97.657714843750014 4589.5473632812509 354.66000366210943 87.25397109985353 0.53644999861717235 0.046223001554608352 86.991949630000008 0.078765001147985472 102.23339843750001 0.37481330335140234 0.35390499234199529 0.080014999955892577 16.234395027160648 77.045616149902358 42747.324218750007 2.7435066699981694 46.343500137329109 11.539578135000001 8.0257143200000005 27.513094805000005 92.49573135375978 95.72259902954103 0.2443000674247742 53.860177993774421 decision_type=10 10 10 8 2 2 10 10 10 8 8 8 10 8 10 10 8 10 10 10 8 10 10 8 10 8 8 8 8 10 left_child=3 -2 -3 4 5 6 14 8 9 -6 21 18 -13 -9 15 -1 17 -16 -12 -15 -19 -11 -23 24 27 -25 -26 -5 29 -29 right_child=1 2 -4 23 7 -7 -8 13 -10 10 11 12 -14 19 16 -17 -18 20 -20 -21 -22 22 -24 25 26 -27 -28 28 -30 -31 leaf_value=-0.069095091891765256 -0.099818210267946433 -0.10480779680977662 0.16312563183354833 0.039634172228365044 0.05894308751543919 -0.11769139529909896 -0.11939758460813946 -0.0077862633256984854 -0.0096379573182020385 0.010297114571796039 0.087107988661244681 -0.13087071878943896 0.043405130868824651 0.060647983188485112 -0.060893652495178398 0.022633265339856656 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71388 168 83 206 119 internal_value=0 -0.0554391 0.0365312 1.65357e-05 -0.00465605 -0.0334399 -0.0174386 -0.000476436 0.00704224 0.0161965 0.0102404 -0.0418006 -0.0976172 -0.0106546 -0.00973984 -0.0399296 0.0122301 0.0243357 0.0520694 -0.076784 0.046135 0.0150522 0.0603405 0.000572125 0.021101 0.000266658 0.0754991 -0.002225 -0.0217669 0.0216313 internal_weight=0 10.0559 3.273 11309.7 1201.86 152.39 128.067 1049.47 603.592 389.714 342.054 28.9502 18.155 445.877 119.076 50.1555 68.9207 61.6682 10.7952 18.5358 49.1077 313.104 29.7511 10107.8 148.198 9959.61 44.4761 103.722 70.7105 39.5042 internal_count=86175 234 73 85941 11722 1220 944 10502 5990 3632 3258 342 180 4512 879 439 440 386 162 143 294 2916 454 74219 1604 72615 208 1396 408 202 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=31 num_cat=0 split_feature=0 8 1 7 6 9 7 4 4 6 3 7 8 5 0 3 9 9 8 1 4 4 7 5 5 8 1 5 1 5 split_gain=2.86241 11.7323 8.36312 7.88789 5.17125 4.67867 5.20148 4.2271 3.10245 3.94438 9.37355 8.48427 8.97296 5.67973 5.96831 5.6601 5.37482 9.20557 5.78736 6.49393 4.43087 5.50145 4.09305 3.91882 7.27013 6.7455 8.0881 3.89507 3.89374 3.86724 threshold=1.3024500012397768 72.513157530000015 117.84069824218751 108.04341888427736 50.885869979858406 1.3158515691757204 99.014732360839858 0.14002999663352969 0.28014999628067022 63.199125289916999 1212.7578125000002 99.606616973876967 47.108760685000007 2.2985000610351567 0.71019998192787182 2.2710633277893071 1.1744956374168398 1.1644290089607241 57.860806910000001 146.69315338134768 0.12500350177288058 0.10920333489775659 115.70485687255861 2.5201749801635747 2.4002467393875127 73.557281720000006 83.832332611083999 2.559956550598145 85.632835388183608 2.5890133380889897 decision_type=10 10 8 10 8 2 10 8 10 10 10 8 10 10 10 10 2 2 10 8 10 10 8 10 10 10 10 8 10 10 left_child=8 4 3 5 -2 -3 7 -7 9 -1 11 28 22 -14 16 -16 17 20 -18 23 21 27 -13 24 -20 -26 -27 -15 -11 -25 right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12 12 13 14 15 -17 18 -19 19 -21 -22 -23 -24 29 25 26 -28 -29 -30 -31 leaf_value=-8.3094129233991375e-05 0.12077237541225164 0.12036686338390118 -0.0775600932709615 -0.11508306338318497 -0.090410685729656368 -0.090030758419467116 0.12621010908357885 0.10911048188951947 -0.046754465136275458 -0.0091988770172359152 -0.088607014838736647 -0.010458238940317992 -0.067882153114411856 0.10929149042511432 0.016487743844265736 0.18641988128221468 -0.088070447819355441 0.16894331952824218 -0.072273890949041172 0.15736777802494958 0.074142847377864751 -0.099963820305296491 -0.13585397718193065 -0.05939599822410653 0.14241294298579737 -0.10759826954569573 0.065313950687708108 -0.0233927944672476 0.11486797446079133 0.01138775064698782 leaf_weight=11099.743981046748 1.2282702649245063 9.8484486662782817 6.7278353783767662 2.5239635771140447 20.714612875250168 4.0911472626030374 2.9534396436065435 1.4414712139405361 14.129797896341186 3.1427177265286472 8.0441543981432897 5.036126192659137 6.6634261799044898 3.9674710929393813 3.5346209565177551 4.4000923670828342 6.1054466366767874 5.7774439812637857 5.0777866998687413 3.0052898079156867 11.648169714957474 4.5232798829674712 5.387918252730743 12.808568023145197 6.8727843593806055 3.608817051164805 10.803479546681045 5.0016136988997468 12.966767366975544 19.422781852539629 leaf_count=83608 32 63 72 28 421 49 26 27 880 17 47 26 40 31 25 31 34 28 35 14 69 26 60 82 34 19 68 28 74 181 internal_value=0 -0.0240187 0.0193884 0.0506588 -0.0785895 0.0734752 0.0190553 -0.0381464 7.41694e-05 0.000132998 0.0163616 0.0224035 0.0135099 0.0216839 0.0272848 0.110721 0.0205719 0.0551179 0.00479622 0.0140007 0.0289601 -0.0100468 -0.075272 0.00664744 0.0352427 0.0608919 0.022017 0.0353 0.0906644 -0.0167413 internal_weight=0 49.5292 27.5863 20.8585 21.9429 18.3345 8.48606 5.53262 11261.7 11247.5 147.799 139.755 123.645 113.221 106.558 7.93471 98.6229 30.918 67.705 61.5995 25.1405 13.4924 10.424 58.5942 26.3629 21.2851 14.4123 8.96908 16.1095 32.2313 internal_count=86175 718 265 193 453 165 102 76 85457 84577 969 922 831 745 705 56 649 182 467 433 154 85 86 419 156 121 87 59 91 263 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=31 num_cat=0 split_feature=3 6 8 0 9 9 6 6 7 4 1 8 9 4 6 8 8 1 1 2 1 5 6 2 2 6 8 9 9 5 split_gain=2.80014 6.71933 9.54736 7.76775 8.50023 4.94981 4.30018 4.01805 6.29158 4.74839 7.10623 4.12077 4.03943 3.81672 4.35456 3.7513 5.48637 8.16307 3.49291 3.46842 5.99796 5.9116 3.95602 3.38717 5.4263 3.26152 3.18968 10.9394 47.9006 8.9554 threshold=33278.830078125007 50.630205154418952 59.86349009500001 0.1799832955002785 1.0596722364425661 1.087821424007416 52.107950210571296 51.457010269165046 86.751735687255874 0.05711800046265126 108.57004928588869 74.797592850000015 1.3268429040908816 0.029995999298989776 49.680486679077156 66.415079260000013 47.827284630000008 84.737030029296889 155.65999603271487 3871.658325195313 96.603199005126967 2.6900134086608891 56.477449417114265 803.02801513671886 2231.453491210938 49.06915473937989 86.904427585000022 1.5024287104606631 1.1426048278808596 2.4400500059127812 decision_type=8 8 10 10 2 2 10 8 10 8 8 10 2 10 8 10 10 10 10 8 8 8 10 10 10 10 8 2 2 8 left_child=26 2 -2 7 6 -4 -5 8 -3 18 11 15 -13 -7 25 16 -11 -18 19 21 -21 -9 -23 -17 -25 -15 -1 28 29 -28 right_child=1 3 5 4 -6 13 -8 9 -10 10 -12 12 -14 14 -16 23 17 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.0005938974536572716 0.27960360954662705 0.11293769738712674 -0.10667740104477311 -0.13921726790618871 -0.10844089706223754 -0.04942339809063289 0.031515951669196011 0.088566724469595334 -0.11804119634988014 0.083189065609157523 -0.068997209788535352 -0.1072045588909832 0.027278065816204469 0.070330868690550524 0.007157473280245262 0.1527945320443152 -0.12713772689946265 0.008595929485525516 0.11780165620141225 0.12528244966404123 -0.038217599321178221 -0.032251444527503281 -0.40726899616851608 -0.067057684945427978 0.057655693701735344 0.21923830629711394 0.074917871869816743 0.0012959084062954785 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-0.122374 0.0428445 0.0289547 0.127808 0.000162339 -0.00647094 -0.0271643 0.00734753 internal_weight=0 164.696 19.5919 145.104 28.9707 18.0352 10.7876 116.133 8.06199 108.071 76.1888 56.4682 9.68203 15.4532 11.9815 46.7861 24.607 19.8972 31.8826 28.0207 16.8336 11.1871 1.54078 22.1791 19.6915 6.20635 11142.4 680.639 185.748 127.062 internal_count=86175 2126 250 1876 490 241 254 1386 169 1217 787 341 71 176 121 270 159 111 430 393 202 191 117 111 94 65 84049 15113 11131 1673 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=31 num_cat=0 split_feature=7 4 6 2 1 5 6 5 6 1 1 1 3 9 5 8 8 5 3 6 1 0 4 6 9 2 5 6 2 8 split_gain=2.71186 14.706 10.6391 6.90047 6.41572 5.43524 5.33522 7.40597 4.69673 3.71762 7.06557 3.22393 3.16125 2.92686 5.55748 8.98075 11.8767 8.52849 6.51818 8.34569 6.00165 5.68812 4.16784 3.89017 3.81476 8.14953 6.45053 4.73241 3.6307 7.54815 threshold=85.489490509033217 0.040880499407649047 50.964384078979499 9242.6884765625018 128.08464813232425 2.6834199428558354 50.523035049438484 2.6559033393859868 51.682460784912116 101.59129714965822 139.81220245361331 139.81220245361331 800.78533935546886 1.0066126585006716 2.5799700021743779 39.379337840000005 40.878328720000006 2.5100499391555791 417.16500854492193 51.996004104614265 87.930801391601577 0.61000007390975963 0.10998599976301195 58.295309066772468 1.003304183483124 1334.394958496094 2.6280050277709965 57.16821479797364 21.717584609985355 85.728648085000017 decision_type=8 10 10 10 10 10 8 8 10 8 10 8 8 2 10 10 10 10 10 10 10 10 10 8 2 10 10 10 8 8 left_child=1 2 3 4 12 -5 7 -3 -8 -10 -11 -6 -1 14 15 -2 21 -18 19 -16 -20 23 -19 -17 25 -21 -26 -28 29 -15 right_child=13 6 -4 5 11 -7 8 -9 9 10 -12 -13 -14 28 18 16 17 22 20 24 -22 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.084733710851673083 -0.12962345527643096 0.13666364612379819 -0.11703964711719822 0.024530178704561832 -0.11246442658248718 -0.1204284693295381 0.14857206516371552 -0.078906781988015887 0.10877277096667787 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4.008936271071434 11001.893262387166 8.6631370428658538 leaf_count=81 318 17 116 28 26 109 34 71 28 24 25 20 39 1146 136 18 277 30 39 40 71 78 27 198 51 14 37 21 82885 171 internal_value=0 -0.0185875 -0.0495207 -0.0191182 0.0133227 -0.0786391 0.0422067 -0.0237528 0.0728788 0.0384083 -0.00430889 -0.0548389 0.0540163 9.94207e-05 -0.0151141 -0.0313852 -0.0197195 -0.0536913 0.0122 0.0401438 -0.0377679 0.0301905 0.0361428 0.0442416 0.0637525 0.13291 0.0416444 -0.00700597 0.000270879 0.0198833 internal_weight=0 78.1999 51.8286 35.7369 23.1302 12.6067 26.3713 8.37059 18.0007 12.3683 7.69609 8.64682 14.4834 11220.5 125.047 78.3651 70.0471 41.6783 46.6821 29.9391 16.743 28.3688 8.43034 25.8258 24.9503 6.04393 18.9064 11.1626 11095.5 93.5941 internal_count=86175 618 419 303 166 137 199 88 111 77 49 46 120 85557 1355 946 628 334 409 299 110 294 57 216 163 54 109 58 84202 1317 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=31 num_cat=0 split_feature=0 8 9 1 5 7 9 1 6 2 5 9 8 8 6 6 7 8 3 8 7 0 6 9 4 7 6 0 9 4 split_gain=2.67304 4.52862 6.97048 2.61345 5.76269 8.16131 8.24975 7.59299 8.41287 8.48008 8.28786 6.64071 9.61483 23.201 9.1831 9.98301 16.7626 8.87821 11.0567 8.13596 7.90545 8.45868 11.9648 7.37073 7.26262 6.92886 17.1105 11.6294 10.052 6.92658 threshold=1.7934499979019167 70.628452205000016 1.3185774087905886 63.15588569641114 2.5600099563598637 94.889053344726577 1.099329471588135 46.343500137329109 55.01366043090821 282.41656494140631 2.5491399765014653 1.2309741973876955 59.392466590000005 60.182958530000008 59.514837265014656 56.420606613159187 101.39843368530275 82.704916510000018 1632.7188110351565 57.860806910000001 101.54062652587892 -0.63104999065399159 57.096208572387702 1.2627818584442141 0.10000333562493326 96.002998352050795 55.219902038574226 0.14000999927520755 1.2128868699073794 0.15003500133752826 decision_type=10 8 2 10 8 8 2 8 10 8 10 2 8 10 10 8 8 8 10 10 10 8 10 2 8 10 10 8 2 8 left_child=3 -2 -3 4 5 -1 -7 -8 10 -10 -9 12 14 -14 15 16 -6 18 19 -13 21 -17 -23 -19 -21 28 -27 -28 -15 -26 right_child=1 2 -4 -5 11 6 7 8 9 -11 -12 17 13 25 -16 20 -18 23 -20 24 -22 22 -24 -25 29 26 27 -29 -30 -31 leaf_value=-0.087773560326301237 -0.10627452936087443 0.095290443060364161 -0.087065403936893659 0.00041032576617494577 0.056586243335716796 -0.088064680518745331 -0.046979312180285449 0.093209856411941544 0.010623845372461874 -0.08182984042676418 -0.095959599011610511 -0.10656281528227518 -0.11678810630809405 -0.011274024504275856 -0.067661439800992859 0.2404938069238568 -0.14841599570058309 0.067806886708815101 0.22859821813903394 0.16742508175974113 0.10401237047671615 0.037828640530061186 -0.10673104752311602 -0.11037288816592512 -0.034755691066676107 0.091589319617361151 -0.092329754560941904 0.03531386999209471 -0.09521433411442401 0.029633801470834543 leaf_weight=17.462693511508405 6.3527048941468793 4.2644491088576615 4.1225737776840106 10607.699665342225 8.3298772291745955 13.750752911611924 32.468823991715908 16.914715317077938 49.656016704626381 12.39793189242482 2.6834330387646324 4.9545517921214914 21.886372652224964 186.40385287953541 10.924987270584095 1.7832293659448624 7.6533195371739575 3.1048372762743375 2.5703765749931327 3.4362209129030852 17.590544850332662 43.650958439335227 6.5898397981654844 9.2036063420819101 19.580084889195859 21.367940673022531 13.88529985770583 14.688136602053421 15.448594120796768 113.84068454813678 leaf_count=145 251 32 68 78503 87 350 250 187 406 129 36 123 166 2190 362 8 60 99 15 38 88 642 51 257 113 250 66 129 219 855 internal_value=0 -0.0425858 0.00565489 2.71468e-05 -0.00601939 -0.0236486 -0.0148914 -0.00607451 0.0101912 -0.00784774 0.0673082 -0.00115669 -0.00846046 -0.0180312 0.0186763 0.0296957 -0.0415761 0.0160995 0.0230495 0.0193239 0.0460594 0.0264641 0.0188675 -0.0654266 0.0238813 -0.00944704 0.0239029 -0.0267147 -0.0176983 0.0201844 internal_weight=0 14.7397 8.38702 11279.9 672.228 145.334 127.872 114.121 81.6521 62.0539 19.5981 526.893 370.203 273.68 96.5228 85.5978 15.9832 156.69 144.382 141.812 69.6146 52.024 50.2408 12.3084 136.857 251.794 49.9414 28.5734 201.852 133.421 internal_count=86175 351 100 85824 7321 1503 1358 1008 758 535 223 5818 4318 3020 1298 936 147 1500 1144 1129 789 701 693 356 1006 2854 445 195 2409 968 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=31 num_cat=0 split_feature=9 2 3 6 7 1 8 3 8 9 9 2 9 2 2 5 9 8 9 7 8 8 9 9 9 8 9 9 9 8 split_gain=2.5517 3.50671 3.89665 2.50056 10.1928 10.0585 9.46248 7.6693 9.90758 12.9133 14.6876 14.8192 7.57384 10.051 6.82856 8.90016 17.137 76.9978 19.656 17.7604 15.9339 34.5517 48.5002 29.9973 57.1647 36.2721 38.0419 36.5737 61.3639 42.7191 threshold=1.0016464591026308 69.795700073242202 4.6003799438476571 55.052148818969734 105.01190185546876 42.885000228881843 74.493741635000021 0.10500000044703485 59.244131955000007 1.1560110449790957 1.1895753145217898 282.41656494140631 1.2178118228912356 403.80993652343756 287.56500244140631 2.6485567092895512 1.0580517053604128 56.489202475000006 1.054794490337372 97.049575805664077 75.253016200000005 75.139998530000014 1.203055262565613 1.181110739707947 1.1996469497680666 80.871604945000016 1.4366575479507449 1.2677250504493716 1.2661221623420718 76.303434405000004 decision_type=2 10 10 10 10 10 10 10 10 2 2 8 2 10 8 8 2 10 2 10 8 10 2 2 2 10 2 2 2 8 left_child=1 -1 -3 4 14 -5 -6 8 -7 -10 11 -11 -12 -14 -2 -16 17 18 -17 20 21 -18 -23 -22 -25 26 27 28 29 -26 right_child=3 2 -4 5 6 7 -8 -9 9 10 12 -13 13 -15 15 16 19 -19 -20 -21 23 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.11149181555000881 0.0051761410990948361 -0.11391420755805365 0.15547405624082855 -0.037484493511651361 -0.07153820748371563 0.0046420486198051857 0.031170781844703406 0.0020905715174743553 0.11948837320057931 -0.14426500806034639 0.20172127632319381 0.077123882856440451 0.11095923800648849 -0.03439074875569019 -0.0082354372649040934 -0.0060240110080063709 0.0046691475884948269 -0.10493726333675574 0.079053905949899417 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0.0421532 8.7773e-06 -0.000918296 0.00239972 -0.0465312 0.00319982 0.0255749 0.0580033 0.0213214 -0.0633522 0.0696921 0.0445573 -0.000643403 -0.00209553 0.00014601 -0.0154942 -0.00138898 0.00245893 0.0012112 0.00682501 0.0787628 -0.00591508 0.00115054 -0.00400791 -0.0299897 -0.0439336 -0.0194719 -0.0265189 internal_weight=0 6.76283 2.20328 11281.1 8129.13 3152.01 48.698 3090.03 145.953 57.2552 35.8607 13.0378 22.8229 19.1729 8080.43 6466.79 4737.31 610.311 527.175 4127 3982.91 2227.88 64.8234 1755.03 1358.3 1277.52 378.238 316.964 208.724 205.257 internal_count=86175 340 69 85835 64784 21051 409 20341 811 312 199 55 144 127 64375 51442 38475 4084 3366 34391 33147 16375 397 16772 13108 12369 4349 3972 2345 2289 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=31 num_cat=0 split_feature=1 9 7 6 8 9 4 5 0 8 7 8 8 3 7 2 3 9 3 9 8 7 4 4 9 7 0 2 6 5 split_gain=2.53729 19.4957 14.9667 12.5301 15.0022 12.9571 14.1494 11.8754 13.7341 18.798 14.7906 13.5636 20.509 15.2021 13.8231 15.6849 12.0377 11.6061 11.2103 9.78261 33.3608 11.817 10.1221 11.3647 9.4504 11.1821 9.37195 10.0471 8.98945 9.51595 threshold=153.93620300292972 1.1980048418045046 87.639511108398452 56.367828369140632 83.673071915000023 1.3295322060585024 0.11999666318297388 2.6280050277709965 0.11503000184893609 34.179560925000011 97.049575805664077 60.522278915000008 61.931032750000007 597.36499023437511 94.363582611083999 930.83856201171886 253.20050048828128 1.2079980969429018 27.755000114440922 1.0497827529907229 53.814256215000007 97.888069152832045 0.029636000283062462 0.020010000094771389 1.1710925102233889 87.55328750610353 -1.0000000180025095e-35 646.41448974609386 50.577184677124031 2.697910070419312 decision_type=10 2 8 8 10 2 10 8 10 10 8 10 10 10 8 10 10 2 10 2 10 8 8 10 2 8 10 10 8 10 left_child=-1 7 -3 5 17 6 -4 8 9 -2 -10 13 16 19 -14 18 -13 -5 -16 20 21 -9 23 -21 25 -11 27 -20 -24 -30 right_child=1 2 3 4 -6 -7 -8 11 10 24 -12 12 14 -15 15 -17 -18 -19 26 22 -22 -23 28 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00046512306968998248 0.1615863262505664 -0.09167960741978258 0.081676738907039817 0.070668261764265994 0.06931775373873153 -0.012179367827004271 -0.15833648918499227 -0.031492206012927404 -0.073117840247413454 -0.10766081096214578 -0.011118220172547445 -0.0077508274006598023 -0.13662112434629783 -0.10155523298139593 0.088474992182593748 0.080171163670390663 -0.25033016231688671 -0.038082698049802452 0.031746601413219104 0.090652352116307178 -0.27086046989086154 0.050338540377855782 -0.11214161211273491 -0.07067021378108089 -0.048708721963510386 0.013209862050815866 -0.093200187228227205 -0.11322633682707131 0.057295291510975094 0.16844618746659384 leaf_weight=10392.127851368714 7.0878605544567099 9.4737710407935065 90.214697308372706 12.109702073037623 28.953574568033218 20.804903377080336 2.5249589681625357 28.560903623700142 67.785883750766516 8.0795332528650743 88.993624111171812 3.163378566503523 7.3060048110783091 9.0374255873903149 7.9548291545361272 21.281462844461203 5.7897235006093979 51.753138181811664 20.627931497991085 6.5585122182965341 4.1912704557180396 46.182294376194477 2.8888232707977286 13.067811422049997 38.267552185803652 145.26933504641056 19.306173960678283 6.2224634140729895 89.704598042560974 8.4258816689252836 leaf_count=78502 33 87 705 55 158 474 14 161 371 44 514 25 41 239 44 141 33 1159 116 35 23 442 16 81 281 789 116 41 1394 41 internal_value=0 0.00515206 0.031221 0.0368632 0.00960896 0.0591421 0.0751421 -0.00342828 -0.0157963 0.00166316 -0.0379247 0.011214 -0.0208514 0.0253013 -0.00528678 0.00744028 -0.16462 -0.0174613 -0.021164 0.0310457 0.00367462 0.0190693 0.0489536 -0.0167612 -0.00425237 0.00684152 -0.0400597 -0.00185025 0.0617209 0.0668392 internal_weight=0 871.588 215.835 206.361 92.8164 113.545 92.7397 655.753 355.484 198.704 156.78 300.269 91.652 208.618 82.6989 75.3929 8.9531 63.8628 54.1114 199.58 78.9345 74.7432 120.646 19.6263 191.616 153.349 46.1566 26.8504 101.019 98.1305 internal_count=86175 7673 2652 2565 1372 1193 719 5021 2032 1147 885 2989 557 2432 499 458 58 1214 317 2193 626 603 1567 116 1114 833 273 157 1451 1435 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=31 num_cat=0 split_feature=1 8 9 9 5 8 4 4 9 1 3 8 9 4 3 1 1 9 8 8 4 8 1 8 1 6 4 6 8 8 split_gain=2.53569 15.659 21.5169 19.7211 56.6554 18.1323 17.5066 17.5032 16.2972 18.5301 17.7501 15.1718 14.4094 18.1035 14.1993 14.1088 13.7317 13.558 23.0251 32.5876 29.0545 12.7574 23.014 12.6984 12.3038 19.0298 12.0642 11.4742 10.9392 10.5845 threshold=91.284999847412124 46.426018395000007 1.0465513467788699 1.0760917663574221 2.6475050449371342 60.076609070000011 0.12996499985456469 0.14999667555093768 1.063004791736603 70.68500137329103 1.224454998970032 66.889917430000011 1.0148731470108034 0.090002503246068968 1632.7188110351565 88.201896667480483 79.415000915527358 1.087821424007416 66.415079260000013 55.664277840000004 0.059998499229550369 74.151832615000018 81.391963958740249 71.117230790000008 86.223232269287124 60.300041198730476 0.16999850422143939 62.405439376831062 77.190249095000013 47.632367260000002 decision_type=8 8 2 2 10 10 8 10 2 10 10 10 2 10 10 10 8 2 10 10 10 10 10 10 10 10 10 10 8 8 left_child=1 12 24 4 5 6 -4 -6 -7 -10 -11 -12 -1 -14 -8 17 -13 18 19 -5 21 -20 28 26 25 29 -22 -17 -23 -3 right_child=-2 2 3 15 7 8 14 -9 9 10 11 16 13 -15 -16 27 -18 -19 20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0057164227555073083 -0.0012397628094911034 0.0070662394274464456 -0.11762789859807171 0.054770432072206159 -0.098900107578337365 -0.036736429072333029 0.090687437626197298 0.024877429602818229 -0.047083905692741193 -0.10633760980844859 0.098590967965463211 0.043907891496076372 0.08773419447771369 0.021249347678385069 -0.056419997766524524 0.014392287054891756 -0.13821438627770119 -0.0011986516487774083 0.0032041853753901704 -0.13048734234240683 0.11624564127936915 0.23037623699152385 -0.053196337537237216 -0.14825313097072573 0.002547280604397469 0.070063431809194124 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-0.00267308 -0.0324173 -0.0858672 -0.00291375 0.0299617 0.098376 -0.0968533 -0.0291754 -0.0455904 0.00444259 0.0161237 0.175869 -0.0561576 internal_weight=0 4450.65 4109.7 3873.42 323.367 266.178 118.872 57.1884 147.306 111.079 91.2381 85.2137 340.948 222.3 114.289 3550.05 25.1641 3091.5 146.009 51.9301 94.0791 69.6901 19.5933 24.389 236.28 155.708 8.20974 458.552 12.9649 142.673 internal_count=86175 32461 29432 27550 2100 1390 558 710 832 643 484 414 3029 1668 537 25450 135 22586 982 304 678 416 128 262 1882 1390 46 2864 90 1282 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=31 num_cat=0 split_feature=0 9 2 1 9 7 9 9 4 1 7 4 8 5 2 0 0 1 9 9 8 5 8 2 2 8 6 0 8 4 split_gain=2.5941 8.34634 13.0966 13.9599 11.324 17.3113 8.48315 9.75298 7.83857 13.4844 11.202 18.0992 14.6314 14.2206 12.8323 12.6434 12.087 10.0463 11.6324 28.0434 18.5719 17.6272 11.8115 13.1833 9.9818 9.42566 12.7575 10.49 9.41057 9.39701 threshold=0.20998344570398333 1.6024157404899599 47.444999694824226 157.25249481201175 1.558970093727112 99.504287719726577 1.5525022745132449 1.546302378177643 0.053801501169800765 76.67044830322267 93.792598724365249 0.059196500107645995 83.351226575000013 2.6100032329559331 4142.8669433593759 -0.079846628010272966 0.14911996573209765 178.82440185546878 1.0828325152397158 1.0727607607841494 58.677270650000004 2.7336099147796635 57.860806910000001 1234.7395629882815 1715.7805786132815 58.911450515000006 52.404510498046882 -0.037466512992978089 77.190249095000013 0.060400500893592841 decision_type=8 2 8 8 2 8 2 2 8 10 8 8 10 10 10 10 10 10 2 2 10 10 8 10 10 10 10 10 10 10 left_child=8 4 -3 -4 6 -6 7 -2 9 28 11 13 15 -10 -12 -13 -15 18 19 22 21 -20 23 -17 -18 26 -22 -27 -1 -25 right_child=1 2 3 -5 5 -7 -8 -9 10 -11 14 12 -14 16 -16 17 24 -19 20 -21 25 -23 -24 29 -26 27 -28 -29 -30 -31 leaf_value=-0.10073257824659708 -0.0012100535654019349 0.062591148107602454 -0.044430208342944172 0.087833942974133924 0.080819054147875435 -0.032282500984341503 -0.11925296495975546 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shrinkage=0.1 Tree=152 num_leaves=31 num_cat=0 split_feature=5 4 6 9 8 1 5 3 9 9 7 8 9 0 8 8 9 9 6 2 2 8 9 0 6 4 4 7 5 5 split_gain=2.66405 2.45994 12.197 16.0754 28.0777 10.1732 7.35842 6.86175 12.8508 48.4312 11.258 13.9241 10.2686 28.1399 28.5311 13.3205 13.8473 12.8693 12.869 12.0409 10.1383 18.1465 14.6243 14.2645 10.0726 9.80807 9.27529 15.5987 9.83846 8.6768 threshold=1.9605000019073489 0.090002503246068968 50.359931945800788 1.1076380610466006 60.182958530000008 113.47620010375978 2.5699650049209599 12.087590217590334 1.1946979165077212 1.1744956374168398 94.31333160400392 80.871604945000016 1.0895128250122073 0.10262840241193773 83.598192555000011 74.151832615000018 1.079471290111542 1.048164486885071 53.860177993774421 105.07999801635744 277.35739135742193 46.426018395000007 1.0148731470108034 0.072695001959800734 56.652551651000984 0.043460499495267875 0.056494999676942832 93.618850708007827 2.5400049686431889 2.4100500345230107 decision_type=8 10 10 2 10 10 8 10 2 2 10 10 2 10 10 10 2 2 10 10 8 8 2 8 8 8 8 8 8 8 left_child=-1 7 3 4 6 -5 -3 8 9 12 11 -11 15 14 18 16 17 20 -14 -19 26 22 -22 -23 -15 -21 27 -2 -28 -10 right_child=1 2 -4 5 -6 -7 -8 -9 29 10 -12 -13 13 24 -16 -17 -18 19 -20 25 21 23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.1158556702740236 -0.21145397574235703 0.12272979909816716 -0.0015340959132742694 -0.040002697383513204 0.096134522974580333 -0.14923040951562666 -0.1120202744055743 0.001970384344485199 -0.13048706622429049 0.1212821964454735 -0.02843987521921594 0.0022539775522621075 -0.091029401088089934 0.018549909701780401 0.0041408770731311811 0.085800735483990948 -0.097724508827015555 0.10742754673126549 0.025984872256214559 0.14469972636006145 -0.015066626159956801 0.013850543931358714 0.13754345029226289 -0.081073888146297568 0.14217789750509144 0.0095355011207067641 -0.16525366693962529 0.050230619564662682 0.012180480499801319 -0.02071140721085607 leaf_weight=1.9853294499771426 5.0845601116307089 1.4729435602202983 2777.921777585143 17.664139568340033 16.652945812325925 16.484403983224183 14.287266832601745 7282.3064789616328 7.3673833241919047 47.083799816668034 8.216207636985926 12.42070140969008 91.30902457353659 53.747258761432022 69.472111705690622 17.889597067609429 14.675819642841814 15.599318772554396 10.477094441652296 5.5888943525496888 19.526362299860924 20.976171854883432 9.2556744143366796 64.535582656157203 7.5113593786954871 136.19266596250236 3.1851481855846933 4.1266033379361042 165.5414568814449 317.38763846026268 leaf_count=142 31 167 17103 279 110 215 302 58674 139 350 102 95 1149 379 339 148 136 98 50 37 193 117 45 642 43 779 32 25 1064 3190 internal_value=0 -6.38772e-06 -0.00254772 -0.0448509 0.00559136 -0.0927298 -0.0900806 0.000855261 -0.00647935 0.000461575 0.0812861 0.0964368 -0.00719694 -0.0244581 -0.0452643 0.0011268 -0.00213579 0.000984322 -0.0789848 0.0240383 -0.0114314 -0.0346717 0.0340094 -0.0577888 0.0337088 0.0148635 0.00349644 -0.0942192 0.00883096 -0.0232018 internal_weight=0 11234 2844.48 66.5617 32.4132 34.1485 15.7602 8389.48 1107.17 782.415 67.7207 59.5045 714.695 232.517 171.258 482.178 464.288 449.612 101.786 157.381 292.232 114.294 28.782 85.5118 61.2586 141.782 177.938 9.21116 168.727 324.755 internal_count=86175 86033 18176 1073 579 494 469 67857 9183 5854 547 445 5307 1960 1538 3347 3199 3063 1199 914 2149 997 238 759 422 816 1152 56 1096 3329 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=31 num_cat=0 split_feature=3 0 8 8 9 9 7 9 6 0 7 7 8 4 7 7 1 9 7 1 7 1 1 8 4 8 8 7 9 9 split_gain=2.35436 16.2881 9.799 11.2664 11.2034 17.7933 14.2036 12.8336 9.77107 15.0486 9.72395 9.71405 17.3018 9.55375 17.5075 16.4559 9.22337 12.0909 14.2393 8.83214 8.68845 8.68752 8.46129 8.11385 7.42454 7.40338 6.6644 19.2262 22.4018 6.16109 threshold=6044.5651855468759 0.18521668761968615 74.980382370000015 83.074457065000004 1.2964575886726382 1.3009637594223025 93.435150146484389 1.2924330830574038 54.065002441406257 0.030000104568898681 101.68435668945314 93.496208190917983 41.920930845000008 0.089999500662088408 100.87987136840822 100.14232635498048 173.65999603271487 1.1861543059349062 93.113033294677749 120.88949966430665 92.847381591796889 93.03079986572267 68.712821960449233 83.282422660000023 0.029995999298989776 61.931032750000007 73.430923220000025 98.050918579101577 1.2012907266616824 1.3642726540565493 decision_type=8 10 8 10 2 2 8 2 8 8 8 10 10 10 8 8 8 2 10 10 10 10 8 10 10 8 10 10 2 2 left_child=-1 2 4 10 7 -6 -7 8 16 -10 20 -3 -13 15 -15 21 17 18 19 25 -4 -8 -11 -5 -25 -2 -19 28 -28 -23 right_child=1 11 3 23 5 6 13 -9 9 22 -12 12 -14 14 -16 -17 -18 26 -20 -21 -22 29 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.00031319230147292654 0.10256801572391752 -0.0038136387633099776 -0.07282960365001416 0.16345841434975625 0.1489318491363002 -0.045315474448349158 0.20171266715203814 -0.12686037617662463 0.11577941315853875 0.076426170245351907 -0.1009461426810187 0.1149046514185105 -0.10284661838089525 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100 329 28 299 42 25 149 17 161 133 12 61 27 955 827 382 71 22 16 189 213 internal_value=0 -0.00619853 -0.000173633 -0.0241525 0.00771273 0.0376983 0.020758 -0.0018691 0.00160552 0.0135174 -0.0624995 -0.0523465 -0.0819328 0.0469904 0.13787 0.0290689 -0.0269248 -0.0334097 0.0179334 0.0911278 -0.00976641 0.0635962 0.00626211 -0.00124282 -0.00737926 0.0591638 -0.062292 -0.0343091 -0.0592083 0.0462018 internal_weight=0 585.825 518.174 128.244 389.931 94.4275 81.9474 295.503 287.511 202.827 47.9624 67.6508 42.0292 58.6588 9.66214 48.9966 84.6837 81.5355 29.3539 13.9487 20.2237 36.1611 189.39 80.2811 77.3974 12.0107 52.1816 32.3483 29.2928 32.1164 internal_count=86175 5436 4472 1744 2728 868 805 1860 1811 1124 505 964 327 481 67 414 687 670 282 149 176 265 1055 1239 1209 137 388 227 211 240 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=31 num_cat=0 split_feature=8 8 9 8 3 9 9 5 0 3 2 4 9 4 6 1 2 7 1 2 2 6 6 4 7 0 2 3 4 6 split_gain=2.34161 16.3405 15.8692 13.9425 14.4689 12.7656 9.57181 9.50946 9.39043 13.69 12.6942 10.338 9.09922 8.17399 18.0887 7.51383 10.2289 11.1016 9.94029 10.2613 9.86236 8.9404 8.71756 7.5051 8.05787 7.50454 9.2353 7.30923 8.90496 7.69269 threshold=27.513094805000005 25.090244000000002 1.0580517053604128 8.0257143200000005 634.71594238281261 1.0613657236099245 1.099329471588135 2.5300999879837041 0.077029999345541014 332.28517150878912 1139.1149902343752 0.062998499721288695 1.0148731470108034 0.056115500628948219 54.469223022460945 92.16300201416017 3997.3659667968755 96.909748077392592 122.49349975585939 112.51330184936525 1188.1757812500002 55.172666549682624 52.786998748779304 0.03688549995422364 89.084224700927749 0.066814914345741286 35815.000000000007 164.72000122070315 0.16244000196456912 52.848875045776374 decision_type=10 10 2 8 8 2 2 8 8 8 10 10 2 8 10 8 10 8 10 10 10 8 8 8 10 10 10 10 10 10 left_child=1 2 3 25 12 -4 -3 -7 10 15 -9 -12 -5 -8 -15 27 17 20 19 -19 -17 -20 -22 -18 -25 -1 -27 28 29 -10 right_child=-2 6 5 4 -6 7 13 8 9 -11 11 -13 -14 14 -16 16 23 18 21 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.085575519445121248 0.00028755096047943695 -0.094659944259127049 -0.099449209139990433 0.030924355539653888 -0.063598626473833048 -0.14702488932467253 -0.13703080063827341 -0.07244667286599217 -0.38383291827557831 -0.082674801591109792 0.016918246188102389 0.18797635512463351 0.10182521094615256 0.17580310365951934 -0.040926491348876139 0.066501321793822996 -0.13575863010577172 0.12766178613132614 0.11858003458790795 -0.094950700343840844 0.0090587165210861444 -0.045274346507772664 -0.12919309161459119 0.022059366132276652 -0.14945282457978767 -0.0010821330352634049 0.10521732159372364 0.097293492227331552 0.038479313940003174 -0.055305765631328808 leaf_weight=9.6218810089048912 10697.512870392471 31.117605047300458 18.012024730443954 35.841368718654849 9.6537946375901793 5.0853840410709372 4.2206195145845413 5.4496430456638363 0.80826190800871955 26.120731468865415 6.6990258693695051 7.475679412484169 36.569723576307297 5.2302600890398088 14.602973245084284 28.999189719557762 11.006703428924082 2.2519848595547982 5.9902597701875466 25.713282996672206 29.093134142458439 7.4982297613169075 5.4088784158229819 9.9878220260143298 3.7743985280394545 125.23509616125375 8.7437780501786602 12.347631049051413 19.505754321813583 6.0314024388790131 leaf_count=110 79134 217 104 256 82 25 20 25 121 1035 37 37 175 23 67 138 73 94 33 703 136 1684 27 55 22 1378 152 92 92 28 internal_value=0 -0.00659614 -0.000465173 0.0185194 0.0513999 -0.0185221 -0.058039 -0.0118736 -0.00866438 -0.0153151 0.0572645 0.107134 0.0667314 -0.0106639 0.0162277 -0.00486788 -0.0164036 -0.00276226 -0.0430155 -0.0770242 0.0235152 0.0274936 -0.012615 -0.0742069 -0.0249792 -0.00027104 0.00585522 0.0338072 0.00405229 -0.0941287 internal_weight=0 518.097 462.925 225.666 82.0649 237.259 55.1715 219.247 214.162 194.538 19.6243 14.1747 72.4111 24.0539 19.8332 168.417 129.724 104.955 41.4538 27.9653 63.5012 13.4885 34.502 24.7689 13.7622 143.601 133.979 38.693 26.3454 6.83966 internal_count=86175 7041 6714 2153 513 4561 327 4457 4432 4333 99 74 431 110 90 3298 2965 2815 2514 797 301 1717 163 150 77 1640 1530 333 241 149 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=31 num_cat=0 split_feature=9 9 8 8 7 9 5 8 3 9 5 8 8 8 6 8 8 6 1 7 6 9 0 8 3 8 8 4 9 8 split_gain=2.2541 12.6423 24.0394 55.0343 19.2447 19.3889 21.2778 18.1527 38.3301 16.1472 30.4268 15.0276 22.6422 25.1962 24.0856 28.4484 20.8438 18.6504 18.1327 21.064 14.3868 13.2461 26.0381 18.9472 34.0675 23.1305 32.4081 21.5432 20.9923 17.0169 threshold=1.1243017911911013 1.1043708920478823 72.315607970000016 77.190249095000013 99.309829711914077 1.1076380610466006 2.7050149440765385 65.631410680000002 186.54541015625003 1.1226413846015932 2.5900232791900639 81.947250455000017 73.98361871500002 71.893560340000008 56.153474807739265 73.056724475000024 85.728648085000017 53.246049880981452 77.730895996093764 90.667102813720717 53.092426300048835 1.099329471588135 0.10000500082969667 69.73619044500002 306.47000122070318 65.747008215000008 63.602178550000012 0.059998499229550369 1.0895128250122073 66.558369800000023 decision_type=2 2 8 10 8 2 10 10 10 2 8 10 8 10 8 10 10 8 10 10 10 2 10 10 8 10 10 10 2 10 left_child=1 11 4 9 5 -3 7 8 -7 -4 -11 12 13 21 15 -15 -13 -14 -19 -20 -5 23 -23 25 27 26 -1 -25 29 -27 right_child=-2 2 3 20 -6 6 -8 -9 -10 10 -12 16 17 14 -16 -17 -18 18 19 -21 -22 22 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-0.00033392804162588199 -0.0010934751418789665 0.069594816021794584 -0.10692037727159978 0.0055816359721003496 0.053536122239049383 0.063444994232931012 0.057045165805192935 -0.083027078195651305 -0.080071853197025034 0.3183981910671283 -0.11622023001312254 -0.093783400931871319 -0.056941014466381903 -0.10427792742996367 -0.13125257437963522 0.081880608558961371 0.0053414438774662268 0.15139954250932872 0.0056526136335098036 0.099551102379670159 0.079461992758815686 -0.09837946870711306 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8.04032e-06 -0.0895997 0.0569948 -0.000560631 0.000504011 -0.00122329 -0.0644777 -0.00606372 -0.0420754 0.0400466 0.0539062 0.0385856 0.0178533 3.07913e-05 -0.0350112 0.00124449 0.0428667 -0.00026774 0.00191535 -0.000151736 -0.0367439 -0.0199221 internal_weight=0 4036.51 636.482 253.884 382.598 195.364 154.147 115.891 75.4526 63.5938 6.71984 3400.03 3315.02 3176.27 61.7486 32.9363 85.0132 138.746 121.398 104.912 190.29 3114.52 104.262 3010.26 105.535 2904.72 2740.69 67.0797 164.03 134.329 internal_count=86175 25494 4074 2075 1999 1106 890 623 440 982 86 21420 20677 19623 456 231 743 1054 712 592 1093 19167 496 18671 592 18079 17075 388 1004 851 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=31 num_cat=0 split_feature=9 8 9 2 6 4 7 8 7 8 8 2 9 1 5 9 8 8 6 9 3 8 9 1 9 1 9 9 0 8 split_gain=2.33232 27.9023 13.0328 14.8108 24.9536 19.4497 18.3745 16.8416 17.1347 24.8571 34.0667 14.5163 23.5226 15.3142 14.3239 12.7444 41.2475 27.8244 15.8572 14.2735 16.7074 13.987 21.1314 22.6111 19.2138 24.4655 17.6603 16.4479 15.6277 14.6135 threshold=1.3758142590522768 71.513231495000014 1.3009637594223025 1933.2100219726565 54.391788482666023 0.088000997900962843 95.67389297485353 83.945794545000012 96.289451599121108 82.483280285000021 82.915767860000017 184.97500610351565 1.3295322060585024 101.90145111083986 2.6582233905792241 1.391429126262665 73.498535265000015 81.947250455000017 54.174953460693366 1.3796529173851015 122.10000228881837 73.869909720000024 1.4366575479507449 102.86154937744142 1.4029334783554079 85.366905212402358 1.4649919867515566 1.6024157404899599 0.10999006778001787 83.074457065000004 decision_type=2 10 2 8 8 10 8 10 10 10 10 10 2 8 8 2 10 10 10 2 10 10 2 8 2 10 2 2 10 10 left_child=2 -2 -1 4 11 -5 -7 8 9 14 -11 -4 -13 -14 -6 16 18 -18 -3 20 -19 27 23 24 29 -26 28 -17 -24 -23 right_child=1 15 3 5 7 6 -8 -9 -10 10 -12 12 13 -15 -16 21 17 19 -20 -21 -22 22 26 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0004416488135530344 -0.10100029572164584 -0.12215348235355013 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42.887877087166999 12.789564258884637 45.355392925441265 135.65823139552958 44.10927048092708 61.17853678856045 43.380417478387244 784.92361259227619 31.040581366512924 36.7033706100774 11.008515498368068 leaf_count=60753 3894 136 225 2451 555 26 23 920 1021 89 564 589 195 167 1312 777 207 71 175 432 70 231 829 1156 631 388 7097 399 707 85 internal_value=0 0.00365744 -0.000594502 -0.0135598 -0.00518957 -0.0382066 0.133044 -0.0154616 -0.0257957 -0.0406745 -0.0110203 0.0401393 0.0237418 0.106286 -0.076005 0.00544923 0.0333246 0.0699908 -0.0429542 0.0266786 0.105113 0.00232396 -0.00141839 -0.0305532 -0.0131669 -0.0385368 0.00482172 0.030737 0.0338066 0.0338959 internal_weight=0 1487.93 9701.3 717.925 535.921 182.003 6.39889 436.912 342.128 237.255 128.989 99.0095 83.666 24.4391 108.265 1462.89 147.478 99.6011 47.877 59.5871 16.6992 1315.41 1162.32 205.032 160.923 104.559 957.285 153.092 172.362 56.3639 internal_count=86175 17285 68890 8137 5637 2500 49 4461 3541 2520 653 1176 951 362 1867 13391 1091 780 311 573 141 12300 11124 2491 1335 1019 8633 1176 1536 316 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=31 num_cat=0 split_feature=5 4 6 9 8 1 2 3 9 9 0 8 5 7 2 9 4 8 4 7 8 7 8 8 8 0 7 2 2 9 split_gain=2.47044 2.30633 10.4586 13.2094 23.2273 9.09098 6.66051 6.54457 13.7565 20.1853 11.3491 17.241 18.1668 12.4169 13.1373 16.3978 14.307 11.0896 11.7606 11.0486 11.0042 12.139 10.592 20.2052 20.9776 15.0489 12.892 16.387 12.6508 12.6378 threshold=1.9605000019073489 0.090002503246068968 50.359931945800788 1.1076380610466006 60.182958530000008 113.47620010375978 69.795700073242202 30.295001029968265 1.2577676177024844 1.2476399540901186 0.2443000674247742 42.537642925000007 2.6116249561309819 93.146469116210952 458.76499938964849 1.0198619961738589 0.13950666785240176 63.383482725 0.18389599770307544 91.003246307373061 69.961542290000025 107.00885391235353 68.854262760000012 70.87353305500001 70.190128230000013 0.22001499682664874 92.615818023681655 5922.9660644531259 5104.4030761718759 1.2728846073150637 decision_type=8 10 10 2 10 10 8 10 2 2 10 10 10 8 10 2 10 10 10 8 10 10 10 10 10 10 10 10 10 2 left_child=-1 -2 3 4 6 -5 -3 8 9 20 22 13 -13 -12 16 -16 -15 19 -19 -14 21 -4 26 24 28 -25 29 -28 -24 -9 right_child=1 2 7 5 -6 -7 -8 10 -10 -11 11 12 17 14 15 -17 -18 18 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31 leaf_value=-0.11588184739847632 0.00082135762055144431 0.1570154889907357 -0.010541456067727457 -0.036962299384102532 0.088089683827860796 -0.14227515291990064 -0.10268183849707187 -0.017848953549635938 0.027663622927737715 -0.086035916062465842 0.066908027850411264 -0.011225901333964656 0.10836777601103378 0.059038678945696123 0.065937804319472978 -0.061196651794054105 -0.01828149114610508 -0.092307703570843849 0.082414558653776948 -0.039581642315143176 0.025957953171576776 0.039923706693445138 -0.046468742487038792 -0.0070527728917074706 -0.12400643792327093 0.070558382485760587 0.0095773699404745668 0.066024675783377174 0.065098665312092685 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-0.00509244 0.000145727 -0.0110154 -0.055678 -0.00229032 0.00728758 0.0150445 -0.0194472 -0.0132234 internal_weight=0 11167.1 2835.17 64.106 31.2126 32.8934 15.1731 2771.07 883.647 670.328 1887.42 558.619 366.399 192.22 162.554 66.8295 95.7245 148.098 76.6212 71.477 643.228 494.876 1328.8 518.501 84.7377 433.763 810.3 587.947 55.3753 222.353 internal_count=86175 86033 18176 1073 579 494 469 17103 6023 4286 11080 3709 2649 1060 892 397 495 1112 677 435 4151 3112 7371 3015 362 2653 4356 3050 239 1306 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=31 num_cat=0 split_feature=0 8 1 7 7 4 4 1 1 1 8 7 8 9 8 9 9 4 0 9 4 4 5 3 8 9 8 8 6 0 split_gain=2.29888 7.51579 8.6839 5.36954 7.13142 5.40018 3.35428 2.42632 3.02653 2.27252 15.5369 22.781 15.6165 13.2746 12.2206 20.8035 15.2221 13.9951 16.4542 14.4947 12.6059 12.0822 10.8456 10.5762 11.95 13.4498 10.5255 19.7129 15.3858 23.4987 threshold=1.4203000068664553 68.163682825000009 114.81845092773439 106.59830856323244 92.445404052734389 0.14999667555093768 0.089999500662088408 46.343500137329109 51.555000305175788 153.93620300292972 55.664277840000004 87.639511108398452 53.814256215000007 1.0497827529907229 60.522278915000008 1.1526684761047366 1.162797808647156 0.028823500499129299 0.48205000162124639 1.1276808977127077 0.089999500662088408 0.027321999892592434 2.6945049762725835 77.274997711181655 61.931032750000007 1.0943974852561953 40.321323380000003 47.108760685000007 53.030780792236335 0.11237344890832902 decision_type=10 10 10 10 10 10 10 10 8 10 8 8 10 2 8 2 2 8 8 2 10 10 10 10 8 2 10 10 10 10 left_child=9 7 3 4 5 -3 -6 -2 -9 -1 12 -12 21 -14 17 20 -17 19 -19 -13 23 -11 -18 -16 -25 -26 28 -28 -23 -30 right_child=1 2 -4 -5 6 -7 -8 8 -10 10 11 14 13 -15 15 16 22 18 -20 -21 -22 26 -24 24 25 -27 27 -29 29 -31 leaf_value=-0.00036865954545353664 0.029064349857370282 -0.093944892018330006 -0.082810842594158537 -0.083978660318707501 0.21952447435159092 0.092338758275992749 0.080087065871704721 -0.31014644003449443 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35.264385871589184 167.57395939156413 13.097481831908224 47.721524715423584 leaf_count=77925 34 37 90 25 22 35 31 9 308 534 129 128 22 144 118 101 2507 892 124 92 56 129 173 58 187 798 201 963 60 243 internal_value=0 -0.0257929 0.00719787 0.0491006 0.074783 -0.00290574 0.144488 -0.0917471 -0.109185 4.52196e-05 0.00497909 0.0162339 -0.0110488 -0.102441 0.0200345 0.00842606 0.0260357 0.0415075 0.0582624 -0.00704649 -0.0286978 -0.00623961 0.0188669 -0.016065 -0.0334347 -0.0173708 -0.0144817 -0.0266433 0.0160245 0.0410663 internal_weight=0 34.5414 23.0244 15.7105 13.1691 6.22787 6.9412 11.517 10.0643 11128.8 861.291 505.986 355.306 17.7619 490.257 318.224 215.841 172.033 127.898 44.1346 102.384 337.544 201.18 90.6359 72.0157 62.3237 283.702 202.838 80.864 60.819 internal_count=86175 591 240 150 125 72 53 351 317 85584 7659 5363 2296 166 5234 3998 2781 1236 1016 220 1217 2130 2680 1161 1043 985 1596 1164 432 303 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=31 num_cat=0 split_feature=5 9 5 8 8 6 3 6 8 1 1 2 2 0 2 1 8 9 5 3 3 2 4 0 9 7 1 0 7 3 split_gain=2.19013 2.14872 4.82729 8.06461 9.79877 7.8206 5.85327 6.47706 5.80045 5.43789 5.22523 5.17579 6.85776 4.52166 3.63594 4.22888 3.60347 4.36736 5.1119 4.24293 3.39382 3.23723 6.67956 5.51782 9.26119 5.97039 5.95978 3.83456 3.56189 3.71091 threshold=1.9605000019073489 1.0066126585006716 2.5799700021743779 39.379337840000005 40.878328720000006 57.808019638061531 417.16500854492193 51.996004104614265 48.641006055000013 44.649999618530281 87.930801391601577 105.07999801635744 91.058799743652358 0.61000007390975963 26.836180686950687 46.343500137329109 47.108760685000007 1.003304183483124 2.6390450000762944 294.13150024414068 12.087590217590334 21.717584609985355 0.14700999855995181 0.3480366319417954 1.2210472226142886 112.07624816894533 92.450927734375014 1.7934499979019167 95.183742523193374 2.920450091362 decision_type=8 2 10 10 10 10 10 10 10 8 10 8 8 10 10 10 10 2 10 10 10 8 8 10 2 10 10 10 8 10 left_child=-1 2 3 -2 13 9 7 20 -7 -6 -8 12 -11 14 15 -5 17 19 -19 -9 -4 22 28 24 -24 -25 -26 -23 -3 -30 right_child=1 21 6 4 5 8 10 16 -10 11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 27 23 25 26 -27 -28 -29 29 -31 leaf_value=-0.11460884837002024 -0.12690548424414611 0.087393115702218971 -0.10463506931054312 0.12415758953714517 0.077598164620811053 0.10068223492281569 0.026851068737176898 0.010432177036537767 -0.093059834086484702 -0.070933993062966258 -0.086836815664597222 -0.12824294349130547 0.10954780191461076 -0.11088980642198608 0.061303682697298405 -0.072956329565476222 0.11411002479727013 0.067223897251491457 -0.061052428376050599 0.19964954816032882 0.12648670517672736 2.090738327533388e-05 0.059486557600992467 0.094863811649291752 -0.084184283956979633 -0.076025682691393759 0.025648880018937593 -0.076685210194358422 -0.072410138699084886 0.0064557675898192744 leaf_weight=1.6680511319573259 7.5472829390200777 2.6235650896560427 4.0336073242360753 1.4169716152828247 2.3132778574945396 5.2274430056568226 7.3162226080894497 2.1635754795279398 2.1938290894031525 14.812469734111806 9.0355746783316118 13.322699323529376 2.4541123509407035 2.1567683424800626 19.220241860486567 4.6938535561785102 7.9977988153696051 6.0759510360658169 6.3569096252322197 2.6203030347824097 0.75412422418594349 10935.533978130712 22.336017837485997 19.652470098139023 10.874888948048467 2.2818039699923238 9.0532803937676345 6.5209977629128835 12.693458074936645 11.257655334949957 leaf_count=142 300 38 132 13 20 60 39 36 15 126 71 97 16 76 129 72 57 34 30 11 4 83244 168 400 75 279 75 183 129 104 internal_value=0 -1.45659e-05 -0.0132287 -0.0288479 -0.0179344 -0.0493194 0.0121639 0.0383976 0.0434094 -0.0702347 -0.0359699 -0.0814144 -0.045282 0.0281066 0.0399412 -0.0272498 0.0586442 0.0328783 0.00163634 0.114073 -0.0682307 0.000131211 0.018938 0.0363909 0.0152707 0.0770863 -0.0342876 -2.48062e-05 -0.0232242 -0.0353411 internal_weight=0 11154.5 121.713 75.3589 67.8117 40.3238 46.3541 30.0023 7.42127 32.9026 16.3518 30.5893 17.2666 27.4878 25.3311 6.11083 25.2145 17.2167 12.4329 4.78388 4.78773 11032.8 90.7731 64.1985 42.2642 21.9343 19.9282 10942.1 26.5747 23.9511 internal_count=86175 86033 1338 924 624 334 414 304 75 259 110 239 142 290 214 85 168 111 64 47 136 84695 1268 997 318 679 150 83427 271 233 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=31 num_cat=0 split_feature=4 7 9 9 5 6 9 9 8 8 0 8 5 9 7 3 7 7 5 5 1 8 2 0 5 8 8 9 9 4 split_gain=2.17683 9.26346 13.0768 22.4314 12.4058 12.2833 11.5082 12.8323 10.3812 9.88725 15.0474 14.5504 20.9718 18.9469 14.2318 13.5525 10.5269 9.81127 9.38432 14.028 9.24963 14.6068 12.7237 10.3335 13.6378 9.7835 9.7003 9.22867 15.4139 15.0028 threshold=0.12381000071763994 100.03244400024415 1.0333229303359988 1.0382359027862551 2.4500950574874882 52.69920730590821 1.0349020361900332 1.0828325152397158 63.039514395000005 69.293986920000023 0.27240999042987829 70.628452205000016 2.6036032438278203 1.1946979165077212 97.732166290283217 18.757300376892093 97.813060760498061 92.67895889282228 2.5001499652862553 2.3904000520706181 75.154251098632827 69.961542290000025 524.88000488281261 0.4100001603364945 2.6440050601959233 8.0257143200000005 69.293986920000023 1.1594565510749819 1.162797808647156 0.13051400333642962 decision_type=10 10 2 2 10 10 2 2 10 8 8 10 10 2 8 10 8 10 10 10 10 10 10 8 8 10 8 2 2 10 left_child=-1 5 -3 -4 -5 6 -2 -8 -9 10 27 13 15 16 -15 17 -11 -13 19 -12 -6 22 25 24 -24 -22 -27 29 -29 -7 right_child=1 2 3 4 20 9 7 8 -10 11 18 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.00053892627225178124 -0.11154798186780022 0.058022176078158828 -0.096043846669692359 -0.033413269494886995 -0.0027272432976013609 -0.061359914741416832 0.087035680104038476 -0.083158479474959787 0.027357894027686104 0.1415877964267038 -0.050965559856973652 0.059619475347791911 0.066712227556591439 -0.16892333739871981 0.002832814180251427 -0.048359952920898008 -0.056745087016049967 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1254 internal_value=0 -0.00346313 0.00648479 0.00217245 0.00637879 -0.00934129 0.0257744 0.0350291 0.00594431 -0.0128541 -0.00656316 -0.0302164 -0.0194379 -0.0862878 -0.130429 -0.0314928 0.0242878 0.0138637 -0.0281785 0.00436892 0.0123667 0.0259075 0.011909 0.0627781 0.0782029 -0.00193166 0.00262214 0.00391364 0.0246856 -0.00601361 internal_weight=0 1584.16 588.393 542.961 520.662 995.769 90.5537 84.8362 54.4083 905.215 664.46 240.755 201.937 38.8181 27.7432 177.149 11.0749 48.0204 216.919 62.8995 452.561 238.554 180.718 38.6535 35.4945 142.065 137.912 447.54 144.722 302.819 internal_count=86175 10433 3945 3309 3139 6488 1165 677 520 5323 3818 1505 1333 172 122 1178 50 384 1562 507 2611 1340 1030 203 172 827 757 2256 786 1470 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=31 num_cat=0 split_feature=2 7 4 7 6 0 1 1 9 9 9 2 8 8 5 8 1 8 9 5 5 3 8 9 8 3 3 1 0 8 split_gain=2.15406 11.5832 7.45665 6.86897 10.9652 10.2507 12.5464 10.967 14.0575 21.5739 18.8465 10.8906 10.3955 12.2052 15.8665 10.208 9.83322 9.66775 9.39895 21.6042 15.0488 11.3626 10.6191 9.26902 23.2981 9.98129 9.77419 12.9896 9.03652 8.94326 threshold=914.20001220703136 87.882106781005874 0.12996499985456469 94.536071777343764 58.474561691284187 0.35390499234199529 93.325000762939467 104.71112442016603 1.0564270019531252 1.024965286254883 1.016515374183655 377.42500305175787 58.216000655000009 55.038618855000003 2.6582233905792241 62.490172530000002 76.300849914550795 65.243336400000018 1.3642726540565493 2.3562499284744267 2.640009999275208 7.1803932189941415 76.526457160000021 1.0727607607841494 50.568756935000003 22.061336517333988 253.20050048828128 91.284999847412124 0.084713350981473937 66.212967135000014 decision_type=8 8 10 8 8 10 10 10 2 2 2 8 10 10 10 10 8 10 2 10 10 10 10 2 10 10 10 10 10 10 left_child=1 2 -1 4 5 7 -7 16 9 10 -9 -12 13 14 28 -14 -3 -17 -5 21 -21 22 -20 24 25 -18 -25 -28 -10 -19 right_child=-2 3 -4 18 -6 6 -8 8 12 -11 11 -13 15 -15 -16 17 23 29 19 20 -22 -23 -24 26 -26 -27 27 -29 -30 -31 leaf_value=0.053730462151286934 -0.0015878036261093905 -0.010909295649486214 -0.1017004944538666 -0.0020992655626194063 -0.020416403974370226 3.2174574581963281e-05 0.064934699929721992 0.053073208915465436 0.044742292569827716 0.10019221038246875 -0.17140367628965048 0.0054975687420866599 0.064727801605781635 -0.18776371848927748 0.10095345078860424 -0.055739956479719389 -0.14830355643155346 0.046681340792442724 0.088187471056688949 0.0041191440165293672 -0.09389344089736576 0.053407439814949879 -0.15435762605649989 0.049002964730432148 -0.087117170984017944 0.050816203601037939 0.035004154862954634 -0.050785213564086586 -0.13108030378551372 -0.013640346385209065 leaf_weight=56.085224842885509 4932.9934542308183 86.76186218415387 3.2662678547203532 4649.2408886129851 115.87320259562694 49.677943891729228 74.379864287329838 16.728762787766758 3.8634604662656846 29.056645419448614 8.9143252782523597 5.7087434493005285 17.670817662030458 6.914965644478797 6.1457365676760665 44.89770659559872 2.6909928470849982 29.296421107836068 2.7713332747807717 372.86637797713047 16.352266895468347 128.57626065798104 5.1773930210620165 173.75973304803483 23.150577517692 39.031910847872496 53.57717961340677 26.319531422690488 12.010474048554896 152.60858490155078 leaf_count=520 39634 792 19 32514 709 457 617 111 19 162 45 32 87 30 34 622 12 259 76 3178 1635 732 47 1105 192 237 360 288 56 1594 internal_value=0 0.00121102 0.0451767 0.000787004 0.00846805 0.0123456 0.038945 0.0078809 -0.00554115 0.0381161 -0.0194156 -0.102343 -0.0151871 -0.0718662 -0.0354702 -0.00847879 0.0189359 -0.0141825 -0.00066615 0.0120071 1.33525e-06 0.0462344 -0.069794 0.0270652 -0.00666595 0.0379736 0.0356921 0.00674347 -0.0882879 -0.00392533 internal_weight=0 6213.38 59.3515 6154.02 979.039 863.166 124.058 739.108 333.817 60.4085 31.3518 14.6231 273.408 28.9346 22.0197 244.474 405.292 226.803 5174.98 525.744 389.219 136.525 7.94873 318.53 64.8735 41.7229 253.656 79.8967 15.8739 181.905 internal_count=86175 46541 539 46002 7820 7111 1074 6037 3051 350 188 77 2701 139 109 2562 2986 2475 38182 5668 4813 855 123 2194 441 249 1753 648 75 1853 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=31 num_cat=0 split_feature=8 8 9 9 8 3 7 1 5 9 3 3 0 1 0 8 6 2 6 1 7 2 8 9 1 0 3 6 6 3 split_gain=2.14541 14.0152 12.9451 10.9358 10.6608 11.5449 9.92808 8.76839 8.38029 8.17634 8.15146 7.23475 7.85849 13.8888 7.02487 6.95018 6.74695 6.7218 13.5077 6.66866 6.81208 12.1216 8.69073 8.61141 6.93384 6.79938 7.90127 6.98571 6.58705 6.57952 threshold=27.513094805000005 25.090244000000002 1.0580517053604128 1.0613657236099245 8.0257143200000005 210.29000091552737 93.380386352539077 125.20989990234376 2.5699650049209599 1.099329471588135 61.862352371215827 332.28517150878912 0.10262840241193773 107.9310989379883 0.18814010918140414 11.539578135000001 54.469223022460945 1423.414978027344 55.52289009094239 91.001350402832045 96.909748077392592 1188.1757812500002 13.758170855000001 1.0760917663574221 120.88949966430665 0.47004324197769171 186.54541015625003 57.16821479797364 55.312780380249031 426.97000122070318 decision_type=10 10 2 2 8 8 8 8 8 2 10 8 8 10 10 8 10 10 10 8 10 10 10 2 10 8 8 10 10 10 left_child=1 2 4 -4 -1 10 -7 -8 -5 17 15 12 13 -10 -11 -6 -16 -3 -19 25 21 23 -23 -21 -22 26 27 -14 -26 -13 right_child=-2 9 3 8 5 6 7 -9 11 14 -12 29 19 -15 16 -17 -18 18 -20 20 24 22 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=9.4330236579922346e-05 0.00027914438444620073 -0.12768077395470553 -0.094036386019728357 -0.07937946070569124 -0.2974055427608876 -0.037130367011965849 0.093338499040703071 -0.030347053632749477 -0.088962623854990625 0.065630518531145793 0.10844752840716024 -0.11039557080737346 -0.041019493754269082 0.14552127746988322 0.058410752779233549 0.031748752989894539 -0.08932152462939795 -0.093076765553614008 0.16130557673419488 0.098699678974562249 -0.084103779567396952 -0.055987796775376589 0.023870008812867185 -0.0011019448492637816 0.08699151393967719 -0.12000445520365779 0.1620363498272078 0.072544590392616418 -0.14453824796629197 -0.016463058733571383 leaf_weight=141.18489084593602 10628.709557640803 18.234029705636207 17.140210881829262 16.569444924592972 0.88861261308193151 20.919360421597958 18.41570740938187 8.3217186590773036 3.5159270241856566 7.8989834040403393 29.190211575478315 11.164292031666262 9.0362127572298103 8.9719950258731824 4.2176487296819678 2.3068242860026658 11.577054411172865 8.2709399834275228 2.7920559942722312 16.552237413823605 21.565734554082159 38.597101993858814 21.065306030213833 18.099584591444 5.1616370588308191 2.4727763249538866 5.3686306327581397 13.522437423467634 1.6127141818869857 22.456022677128203 leaf_count=1640 79134 120 104 95 4 128 84 68 17 34 151 473 40 42 21 78 55 78 19 79 105 213 97 2362 29 149 26 65 59 606 internal_value=0 -0.00637869 -0.000699556 -0.017156 0.0166232 0.0457779 0.0144704 0.0548428 -0.0110478 -0.0550456 0.0918483 -0.00536289 0.00322634 0.0795032 -0.0113663 -0.0597851 -0.0498727 -0.0903707 -0.0288763 -0.0029972 -0.013389 -0.000470575 -0.027792 0.0465706 -0.0563809 0.0389305 0.0530031 0.0270548 0.0318731 -0.0476552 internal_weight=0 507.09 454.1 232.872 221.227 80.0424 47.6568 26.7374 215.732 52.9907 32.3856 199.163 165.542 12.4879 23.6937 3.19544 15.7947 29.297 11.063 153.054 122.654 94.3142 59.6624 34.6518 28.3401 30.4001 27.9273 22.5587 6.77435 33.6203 internal_count=86175 7041 6714 4561 2153 513 280 152 4457 327 233 4362 3283 59 110 82 76 217 97 3224 2944 2751 310 2441 193 280 131 105 88 1079 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=31 num_cat=0 split_feature=9 8 6 8 8 4 2 2 2 6 9 8 9 7 8 5 0 3 7 1 3 0 8 4 8 3 1 9 1 0 split_gain=2.20487 6.20478 6.63541 8.48461 7.57556 6.89578 5.64975 5.22645 4.8613 4.7079 5.28095 7.79685 4.59642 4.62952 5.90739 5.73231 6.65903 4.31754 6.09779 7.36863 5.05212 4.42123 7.37488 10.9979 10.2185 12.776 7.80785 7.47971 10.1419 8.25496 threshold=1.0116130113601687 50.568756935000003 53.760551452636726 49.091092425000006 22.435539010000003 0.048435999080538757 150.269401550293 69.795700073242202 2543.7900390625005 61.122201919555671 1.0066126585006716 47.108760685000007 1.0132265686988833 96.909748077392592 41.920930845000008 2.4400500059127812 0.23703330010175708 2.2710633277893071 101.54062652587892 74.43500137329103 0.6850000023841859 0.52504998445510875 48.197255490000011 0.11928999796509744 40.878328720000006 22.061336517333988 82.942451477050795 1.0066126585006716 98.433982849121108 0.4100001603364945 decision_type=2 10 8 10 10 10 10 8 8 10 2 10 2 10 10 10 10 10 10 8 10 10 8 10 10 10 10 2 10 8 left_child=1 2 4 9 -1 -6 -7 -3 -8 17 11 -11 13 14 15 -2 -17 18 19 20 -4 22 23 24 -19 27 -27 -26 -29 -30 right_child=12 7 3 -5 5 6 8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 21 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31 leaf_value=-0.087315280465601747 -0.25845843778824013 0.0067144665113768251 -0.10641558992258658 -0.12477796848072342 -0.049407957089259866 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13.636261867126448 17.396171141415834 12.732530549168585 19.804951652884483 24.594652034342289 6.7972559332847577 5.6707624718546867 leaf_count=43 35 59 412 49 32 27 47 44 32 92 82 46 83455 47 200 18 40 276 70 276 40 132 21 90 117 68 116 144 35 30 internal_value=0 -0.00901107 -0.0128949 -0.0185797 0.0337565 0.05678 0.0852189 0.050958 0.115194 -0.0149974 -0.0589876 0.0191263 0.000197273 0.0320103 0.0168778 -0.0725536 -0.0224639 -0.0100368 -0.0451184 -0.0688847 0.0122898 -0.00368912 -0.0088226 -0.0122532 -0.00344752 -0.0235205 -0.0730985 0.00610088 0.0314911 -0.0419793 internal_weight=0 266.405 250.201 223.024 27.177 22.8346 18.011 16.2039 14.0006 215.746 21.863 6.2003 10862.6 45.227 36.959 6.15588 4.8493 193.883 29.7064 23.296 7.55576 164.177 149.543 146.057 132.421 86.9963 32.5375 54.4588 37.0627 12.468 internal_count=86175 2380 2277 2096 181 138 106 103 79 2047 220 138 83795 340 293 93 58 1827 798 728 452 1029 897 876 786 510 184 326 209 65 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=31 num_cat=0 split_feature=9 2 3 9 8 9 2 7 1 2 5 9 8 8 2 4 8 7 8 8 8 6 8 8 6 1 8 8 6 8 split_gain=2.10708 3.20934 3.25217 2.14449 11.0393 11.0859 11.1129 15.6026 13.499 13.1866 14.371 11.0104 29.0894 38.621 20.0111 29.812 18.0824 13.7311 12.9443 18.2202 21.7527 20.8206 23.7347 17.4654 15.797 14.6714 24.5184 15.8766 11.5019 11.171 threshold=1.0016464591026308 69.795700073242202 4.6003799438476571 1.1226413846015932 45.692128230000002 1.1359563469886782 614.59500122070324 96.436347961425795 153.93620300292972 2673.954956054688 2.5850065946578984 1.1043708920478823 72.121931125000017 77.190249095000013 856.39001464843761 0.048435999080538757 72.315607970000016 88.711933135986342 81.947250455000017 73.98361871500002 71.893560340000008 56.153474807739265 73.056724475000024 85.728648085000017 51.714319229125984 83.832332611083999 75.824262485000006 74.198335955000019 54.320377349853523 87.420011245000026 decision_type=2 10 10 2 10 2 10 10 10 10 10 2 8 10 10 10 8 8 10 8 10 8 10 10 8 10 10 10 10 10 left_child=1 -1 -3 11 5 6 -5 9 -9 10 -8 18 14 16 -13 17 -14 -16 19 20 -2 22 -22 -20 -21 27 -27 -26 -15 -25 right_child=3 2 -4 4 -6 -7 7 8 -10 -11 -12 12 13 28 15 -17 -18 -19 23 24 21 -23 -24 29 25 26 -28 -29 -30 -31 leaf_value=-0.11144438936097574 0.00030271043529108002 -0.11425851029813637 0.14016330381419703 -0.11512493646983644 -0.00059206688859341568 -0.09394657312086116 -0.15722249870037511 -0.026083869259534754 0.17331339929079789 -0.076565559806320599 0.10506149186904237 0.064108319262152713 0.0086261943138720657 0.0062540450558159922 -0.10267603851774115 -0.016243126848472827 -0.10334734501880666 0.078890893769660089 -0.087568348731417722 -0.065180870949909708 -0.098153399067644698 -0.12504360725314442 0.073717426296753277 0.055029176698137339 -0.10894107965217421 0.090957205898243923 -0.025013038418630219 0.10842123673320103 0.095267752798456604 -0.045607172017569357 leaf_weight=3.9955557025677981 3076.5688459444136 0.82351375994039733 1.2885439395904539 9.118107653455807 7108.8049211652251 24.382800422943546 2.634229584131389 5.651387855410575 8.5043732076883298 22.520519934594631 10.093388773500918 133.87006066739559 19.898393124341965 157.75048177503049 4.4610193669795981 120.58232314139605 52.401912921341136 62.803875461220741 39.387078743427992 13.780482009169644 15.046566937584428 27.272973055019975 17.242220166022889 21.770129971206188 3.6421118080615988 30.065359144471586 46.312967445701361 43.44289588497486 15.98744593374431 22.358245026320219 leaf_count=271 18859 59 10 69 57511 3003 196 28 41 123 49 765 85 890 22 640 896 321 405 307 118 225 113 168 51 215 214 235 116 170 internal_value=0 -0.0587413 0.0409615 1.08715e-05 -0.00101517 -0.0372948 -0.0136913 0.0050296 0.0937083 -0.030584 0.0507767 0.00189104 0.0147702 -0.0111133 0.034565 0.0135109 -0.0725301 0.0668493 -0.000287236 0.000704638 -0.000856094 -0.0607123 -0.00637434 -0.0391636 0.0363686 0.0477031 0.0206372 0.0916079 0.0144451 0.00404039 internal_weight=0 6.10761 2.11206 11116.4 7191.71 82.9048 58.522 49.4039 14.1558 35.2481 12.7276 3924.65 567.756 246.038 321.717 187.847 72.3003 67.2649 3356.89 3273.37 3136.13 59.5618 32.2888 83.5155 137.244 123.463 76.3783 47.085 173.738 44.1284 internal_count=86175 340 69 85835 61020 3509 506 437 69 368 245 24815 3735 1987 1748 983 981 343 21080 20337 19315 456 231 743 1022 715 429 286 1006 338 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=31 num_cat=0 split_feature=8 9 9 8 8 8 9 5 9 9 7 4 9 9 8 9 1 9 3 8 1 5 2 5 8 8 9 6 7 3 split_gain=2.10985 30.2991 22.0481 19.3727 22.5789 33.275 27.1725 24.2784 19.6823 35.7681 27.1832 21.9439 18.7293 52.4369 76.7804 40.1494 36.0781 26.5179 39.6333 36.1347 26.0303 25.4429 22.8531 22.643 20.4358 19.1727 39.4088 19.2569 18.5916 18.3143 threshold=68.343569515000027 1.3295322060585024 1.0695490241050722 70.190128230000013 70.628452205000016 71.117230790000008 1.2012907266616824 2.7409050464630131 1.2476399540901186 1.2560290694236758 88.037700653076186 0.085270501673221602 1.239249646663666 1.219445586204529 82.704916510000018 1.2627818584442141 81.391963958740249 1.179467558860779 77.274997711181655 84.486923110000006 91.001350402832045 2.6199631690979008 482.65499877929693 2.4904099702835087 84.004879095000021 72.669456165000014 1.2851773500442507 53.001518249511726 93.204734802246108 85.202899932861342 decision_type=10 2 2 10 10 10 2 8 2 2 10 8 2 2 10 2 10 2 10 10 10 10 10 8 8 10 2 8 10 10 left_child=1 -1 -2 8 6 29 7 -5 11 -10 -11 -4 13 17 21 16 -14 -7 20 -20 22 -15 -19 28 -16 26 -17 -28 -18 -6 right_child=2 -3 3 4 5 12 -8 -9 9 10 -12 -13 15 14 24 25 23 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00093016801819657097 -0.11761286613941546 -0.10107322302434714 0.057715011679172826 0.086476623784523823 0.018766706290571689 -0.009426184730714663 -0.1052822610748172 -0.038549332208725771 -0.11534389371181708 -0.055762889422900967 0.1353675728146525 0.010889118077408777 -0.0029848766994903971 -0.086421432046457872 0.082348220873512457 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42 501 2018 899 344 55 402 1107 431 22190 86 1032 76 255 internal_value=0 -0.00153458 0.00123412 0.00153979 -0.000139442 0.000842124 -0.0414868 -0.00847098 0.0205974 -0.0342153 0.0420777 0.0279225 -0.000371704 -0.00730915 -0.0509893 0.00471577 0.0370975 -0.00196213 0.0157992 -0.00218631 0.0530309 -0.0782314 0.075922 0.0635453 0.0641158 0.000665899 0.0299854 0.00939976 -0.0370936 0.0512866 internal_weight=0 5036.23 6069.13 6053.56 5563.35 5434.34 129.008 85.0123 490.208 57.788 29.7816 432.42 5306.65 2245.12 244.859 3061.52 340.33 2000.27 591.868 399.082 192.785 197.998 138.885 205.038 46.8605 2721.19 206.139 168.736 20.1584 127.692 internal_count=86175 40091 46084 45597 42767 42129 638 422 2830 285 148 2545 41489 15528 2076 25961 2451 13452 4164 2917 1247 1292 903 1225 784 23510 1320 1118 118 640 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=31 num_cat=0 split_feature=2 1 8 8 4 9 7 4 3 8 0 9 9 9 9 9 8 9 2 5 8 8 8 9 3 0 7 8 9 8 split_gain=2.43858 8.74656 11.7122 23.3937 9.4076 16.4216 15.7164 8.61799 15.6544 17.2398 11.0899 10.0217 23.1143 19.4271 14.8645 16.8395 14.0069 16.8854 9.18477 8.00448 7.99174 22.8455 20.4814 28.6109 35.4195 18.9785 18.6554 18.6177 27.4063 16.1863 threshold=482.65499877929693 76.67044830322267 73.722831840000012 73.93013833000002 0.11928999796509744 1.2459819912910464 96.141693115234389 0.089999500662088408 46.968950271606452 77.190249095000013 0.22995000332593921 1.2476399540901186 1.2276334166526797 1.1744956374168398 1.27454149723053 1.3720922470092776 75.824262485000006 1.0828325152397158 403.80993652343756 2.5800232887268071 70.628452205000016 71.67887041500002 61.931032750000007 1.2012907266616824 18.757300376892093 0.41564999520778662 118.51842498779298 57.40847612000001 1.0531262755393984 69.961542290000025 decision_type=8 10 8 8 8 2 8 10 8 8 10 2 2 2 2 2 10 2 10 8 8 8 10 2 10 8 8 10 2 10 left_child=1 2 4 -4 5 6 -1 8 11 18 -11 12 13 16 -13 -16 17 -5 -10 -18 22 -22 27 25 26 -24 -25 -3 -29 -26 right_child=-2 20 3 7 -6 -7 -8 -9 9 10 -12 14 -14 -15 15 -17 19 -19 -20 -21 21 -23 23 24 29 -27 -28 28 -30 -31 leaf_value=0.024583316894341952 -0.0012237489234328738 0.0015846199751441978 -0.11515834756779027 0.1546736738279787 0.0071001407568851253 0.11221580073059641 -0.10518808967309368 0.0055667445947160041 -0.15614702961002747 -0.019777647029206476 -0.15577465501128568 0.10195096626743694 -0.123864227773549 0.059672349559734661 -0.11044886061945221 0.053969284698488731 -0.14139708739496107 -0.10950355075556209 0.014170656970520286 0.0072827211871239993 0.065045328371669583 0.007038270552549567 0.019409282604877384 0.02625916490784469 -0.057083164781754528 -0.026145131451880573 -0.10797455859513568 -0.045593396076880115 0.047180607258883629 -0.17389364561095558 leaf_weight=14.049249037401749 6662.9769004201153 962.246275286132 23.425523223355412 2.6631306221243021 543.09613514941884 6.2452595061622551 27.797362888697535 164.8722985170316 20.143738564802337 67.967621999967378 6.5762797991046673 19.057398987089982 18.391451037721708 34.887528465507785 10.694611239654479 14.918554266449062 3.8529074406251302 26.444676494036685 3.7567807254381469 60.160523747792467 71.376803232356906 1391.9623985675426 255.56601637089625 84.582932706805877 163.7786503873067 142.41742310859263 11.797409454535225 37.751709932461381 203.40280262660235 12.78900672495365 leaf_count=118 52586 5802 132 21 3871 45 227 1530 163 877 173 128 102 285 160 128 22 517 26 380 373 11087 1515 635 2840 791 292 270 1026 53 internal_value=0 0.00180837 -0.00606383 -0.0177068 0.00334632 -0.0390452 -0.0616197 -0.0126828 -0.0230755 -0.055471 -0.0317753 -0.00638451 -0.0190351 -0.003974 0.0350758 -0.0146824 -0.0278189 -0.0853335 -0.129376 -0.00166617 0.0043297 0.00986766 6.07734e-06 -0.0139937 -0.0389293 0.00310774 0.00982832 0.00781139 0.0326572 -0.0655439 internal_weight=0 4406.67 1069 477.813 591.188 48.0919 41.8466 454.388 289.515 98.4444 74.5439 191.071 146.4 128.009 44.6706 25.6132 93.1212 29.1078 23.9005 64.0134 3337.67 1463.34 1874.33 670.931 272.948 397.983 96.3803 1203.4 241.155 176.568 internal_count=86175 33589 8905 4644 4261 390 345 4512 2982 1239 1050 1743 1327 1225 416 288 940 538 189 402 24684 11460 13224 6126 3820 2306 927 7098 1296 2893 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=31 num_cat=0 split_feature=0 9 9 6 5 1 2 8 6 9 9 1 9 9 1 2 6 7 8 9 6 1 1 1 4 3 8 9 6 8 split_gain=2.24691 6.74961 12.0698 16.593 11.1827 10.3501 9.79482 9.6471 7.80807 7.51117 7.48681 7.2507 6.60949 18.941 20.7296 13.5038 13.0648 8.83181 10.7066 12.052 8.81588 8.27627 10.9076 7.32209 6.79788 9.81297 12.6821 9.33627 16.1541 8.82162 threshold=0.20998344570398333 1.5900974869728091 1.558970093727112 56.477449417114265 2.5799700021743779 114.56774902343751 737.08648681640636 75.064407355000014 50.237092971801765 1.5525022745132449 1.546302378177643 1.0000000180025095e-35 1.6201764941215517 1.5838068723678591 86.798252105712905 532.92172241210949 48.898498535156257 93.146469116210952 87.385966165000013 1.6808274388313296 52.311855316162116 111.7962989807129 101.90145111083986 79.095760345458999 0.19435833394527438 346.44999694824224 52.371645130000012 1.0777724981307986 56.973905563354499 55.434759575000008 decision_type=8 2 2 10 10 10 8 10 10 2 2 10 2 2 10 10 10 10 10 2 10 10 10 10 8 10 10 2 8 10 left_child=12 2 9 4 -4 -6 -3 -5 -7 10 11 -2 13 24 15 23 -14 18 -18 -20 -21 22 -22 -15 -1 27 -27 29 -29 -26 right_child=1 6 3 7 5 8 -8 -9 -10 -11 -12 -13 16 14 -16 -17 17 -19 19 20 21 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.00077763133516787607 -0.097386173902407502 -0.0025960860797116288 0.21885222018744913 -0.049004198066076206 -0.03404260362571998 -0.12798999621629195 -0.054723190660985334 0.097140186289742664 0.15322418402051682 -0.11759385705393935 0.082398705522931673 -0.00099993347631897227 -0.11009406945824292 0.049398955183072892 -0.091429963006584514 -0.082880152201957463 0.051965499136889907 0.079183840187014062 -0.10983203170413787 0.035539381249397053 0.0064293966544346007 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15.5621 20.8522 16.1109 13.0846 threshold=122.09254837036134 132.85200500488284 87.622871280000012 206.50534820556643 108.04341888427736 0.06591349840164186 65.094124090000022 49.680486679077156 1.0399255156517031 1.1980048418045046 1.2096731066703799 1.232557535171509 346.44999694824224 0.030000104568898681 0.060004999861121185 75.253016200000005 1.239249646663666 2.3904000520706181 42747.324218750007 57.23790359497071 53.001518249511726 2.5450433492660527 0.022057499736547474 1.0497827529907229 53.814256215000007 46.426018395000007 65.747008215000008 1.1577662825584414 1.054794490337372 44.85843363 decision_type=8 10 10 10 10 8 10 10 2 2 2 2 10 8 8 10 2 8 10 10 8 10 10 2 10 8 8 2 2 10 left_child=-1 2 4 25 5 6 -2 -8 -5 15 -11 12 17 14 -13 19 -15 -12 -7 20 21 -10 -23 24 -22 29 28 -28 -27 -3 right_child=1 3 -4 8 -6 18 7 -9 9 10 11 13 -14 16 -16 -17 -18 -19 -20 -21 23 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.00070343655302140915 -0.065238632667708588 -0.008312533606260164 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8.9901057817041856 8.7882209210656566 89.702853901311755 207.885924070084 4.4499918520450583 165.14241484925151 80.107592220534571 241.92365200803033 352.32059874851257 9.3083521798253042 leaf_count=66265 1067 562 689 227 99 3014 159 1491 30 167 39 140 271 134 25 43 1943 75 28 241 80 51 701 2007 20 1059 747 2662 2082 57 internal_value=0 -0.00267333 -0.0127843 0.00205851 -0.0165448 -0.0145026 -0.0323201 -0.00956774 -0.00955129 -0.0122922 0.00573115 -0.005107 -0.0697818 0.00775693 0.0775896 -0.024972 -0.00408197 0.0514192 -0.00321821 -0.0279013 -0.0221555 -0.0502533 -0.0590989 -0.00903338 -0.0959887 0.00994076 0.013867 -0.00339201 0.0246078 -0.0180948 internal_weight=0 2358.83 751.988 1606.84 701.399 686.54 266.208 157.411 649.779 624.315 257.829 231.59 38.4214 193.168 28.0011 366.485 165.167 8.95885 420.331 359.111 324.689 103.363 98.4911 221.326 13.4401 957.062 839.494 322.031 517.463 117.568 internal_count=86175 19910 6547 13363 5858 5759 2717 1650 6194 5967 2794 2627 385 2242 165 3173 2077 114 3042 3130 2889 782 752 2107 100 7169 6550 3409 3141 619 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=31 num_cat=0 split_feature=4 9 9 0 3 6 3 7 9 7 9 6 7 3 2 1 0 5 2 7 9 9 6 2 7 8 8 1 8 4 split_gain=2.26432 7.23651 11.9534 7.2744 7.73681 8.18417 7.31247 10.5998 7.21948 9.59411 8.66443 7.33365 6.89985 6.7463 6.19208 5.64143 9.47047 8.18819 8.74975 6.75192 9.51949 10.2597 8.86791 8.22678 7.95795 6.40372 6.19806 5.66537 13.3688 13.1276 threshold=0.025646500289440158 1.1043708920478823 1.067902743816376 0.11742848530411722 800.78533935546886 51.23481750488282 108.79690170288087 87.639511108398452 1.1276808977127077 87.448143005371108 1.1946979165077212 52.546287536621101 91.472785949707045 0.10500000044703485 157.91999816894534 211.64724731445315 -0.019999990239739415 2.4904099702835087 282.41656494140631 89.889560699462905 1.1226413846015932 1.1996469497680666 52.909761428833015 566.54000854492199 88.833370208740249 84.486923110000006 59.698715195000005 153.93620300292972 55.664277840000004 0.087293002754449858 decision_type=8 2 2 10 10 10 10 10 2 8 2 10 8 8 10 8 8 8 8 10 2 2 10 10 10 10 8 10 10 10 left_child=1 2 -1 8 6 -6 7 -5 9 -3 -10 -11 -13 -12 -9 27 -17 -18 -19 22 -21 -22 24 -24 25 -20 -23 -2 -29 -30 right_child=15 3 -4 4 5 -7 -8 14 10 11 13 12 -14 -15 -16 16 17 18 19 20 21 26 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.071604160214295762 -8.3710882089104704e-05 -0.15534991585255867 0.076134022992712422 -0.059445480195581595 0.0016115859143588146 -0.079313310687271044 0.02629279190098462 -0.1716219115280006 -0.12683603512490602 0.0898060330272758 0.24596405171434249 0.090823023949752557 -0.046112774671788918 -0.040443230948536496 0.020537077749787962 0.085319113281532369 0.11791693396257073 0.044258025736400065 -0.057091005262463058 0.052495262963346237 -0.14445461586653419 -0.12119145693218081 0.0011939797983216568 -0.17546441964269205 0.090861382076751498 0.16568019976357465 0.036436823781783416 -0.0057235204791103861 0.033694870169208427 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65.631410680000002 93.792598724365249 0.11567999795079233 95.243495941162124 30.368199260000001 95.67389297485353 64.642850080000017 97.201396942138686 272.85049438476568 192.80765533447268 77.045616149902358 81.947250455000017 73.98361871500002 71.893560340000008 56.313793182373054 73.056724475000024 85.728648085000017 75.824262485000006 85.037765502929702 90.894676208496108 2.599985003471375 51.65050125122071 1.0943974852561953 decision_type=2 2 10 2 10 10 10 10 10 10 8 8 10 10 10 10 10 10 10 8 10 8 10 10 10 10 8 10 10 2 left_child=1 18 4 11 5 6 7 -3 -5 -7 -11 -4 -6 15 -15 -12 -13 -8 19 20 -1 22 -22 -20 26 27 -21 -26 -27 -30 right_child=-2 2 3 8 12 9 17 -9 -10 10 13 16 -14 14 -16 -17 -18 -19 23 24 21 -23 -24 -25 25 28 -28 -29 29 -31 leaf_value=0.00019284473497691791 -0.0010510710080563021 0.087608014479902407 0.15756466100562658 0.0027468039212108514 0.054719308765900636 0.095424695679389854 0.056060974563039573 -0.012861048183333702 -0.078468505163841407 -0.11173206547229396 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6.2399122174829271 15.467886447906492 leaf_count=19167 60681 148 51 532 988 199 88 872 376 39 104 66 186 104 41 38 54 188 405 40 121 222 113 338 141 99 410 250 46 68 internal_value=0 0.00181969 0.0131048 -0.0184042 0.0204128 0.00536958 -0.0145161 0.000530112 -0.0385795 0.0447636 0.0191199 0.0792975 0.0441988 0.0390471 0.0831655 -0.00784961 -0.00597181 -0.0742489 -0.000241083 0.00063316 -0.000829431 -0.0558773 -0.00598913 -0.0350106 0.0342956 0.00993998 0.0740091 0.056862 -0.0334688 -0.0862495 internal_weight=0 3958.37 611.225 115.074 496.151 303.933 201.977 161.337 95.3783 101.956 67.6918 19.6955 192.218 58.7456 30.2694 28.4762 9.42611 40.6397 3347.15 3265.05 3129.09 57.0499 32.1636 82.0963 135.955 84.2725 51.6829 40.4974 43.775 21.7078 internal_count=86175 25494 4074 1079 2995 1821 1296 1020 908 525 326 171 1174 287 145 142 120 276 21420 20677 19623 456 234 743 1054 604 450 391 213 114 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=31 num_cat=0 split_feature=8 8 9 8 3 5 2 1 3 9 8 9 2 3 9 8 4 8 9 9 9 9 9 9 9 9 7 9 6 9 split_gain=2.12003 25.1019 19.8575 15.4123 35.0205 28.225 18.5372 15.1995 13.9051 12.5426 11.6628 42.5435 16.4043 33.7187 11.1495 10.6925 42.4846 36.9723 46.7593 22.0258 17.3446 21.6018 19.6264 37.6874 20.9715 23.6128 24.8211 20.1883 17.9733 17.3072 threshold=79.618289135000012 80.732610590000021 1.0943974852561953 76.018680405000012 48.10499572753907 2.670010089874268 9242.6884765625018 81.06995010375978 73.653854370117202 1.0895128250122073 75.674278365000006 1.33274382352829 352.41999816894537 58.725000381469734 1.2292694449424746 75.253016200000005 0.070001501590013518 75.139998530000014 1.203055262565613 1.222699046134949 1.2924330830574038 1.2543222308158877 1.214552164077759 1.2012907266616824 1.1980048418045046 1.1844688057899477 94.087879180908217 1.1493571400642397 58.876743316650398 1.1459585428237917 decision_type=10 10 2 10 8 8 10 10 10 2 10 2 10 10 2 10 8 10 2 2 2 2 2 2 2 2 10 2 10 2 left_child=3 2 8 10 6 -6 -5 14 -2 -3 15 12 13 -12 -7 17 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46.880604774691164 4.9177686214679852 2509.4946238547564 8.7694386057555693 14.509587930515407 46.426979655399919 9.2939941734075529 93.566228609532118 10.510046778304966 45.507835016585886 20.237013533711433 44.058187276124954 14.277615166502072 27.318833161145449 17.499277874827385 19.419946908950806 10.878069058060644 5.23879350721836 10.997519068419932 4.3942231088876751 22.17932752519846 2.1754473447799674 24.483804881572723 leaf_count=57492 17 365 253 634 252 588 242 324 55 22002 56 296 256 42 885 65 684 164 194 120 486 102 115 50 22 103 20 108 9 174 internal_value=0 0.00248743 0.0686842 -0.000786681 -0.0216374 -0.0445131 0.0233625 -0.0623422 -0.0783177 0.00101981 9.00897e-05 0.0383248 0.0731331 -0.00772376 -0.0450817 -0.000286939 -0.0246544 0.000260783 0.0597619 0.118739 -0.0370273 -0.0226434 -0.0376867 -0.0200438 -0.041184 -0.0292506 -0.0495038 0.0279425 -0.0926641 -0.0171704 internal_weight=0 2583.8 56.0415 8430.63 340.202 225.546 114.656 179.859 7.89473 2527.76 8090.43 79 64.4904 18.0634 132.978 8011.43 176.119 7835.31 103.057 58.3358 165.609 138.29 120.791 101.371 90.4931 85.2544 74.2568 26.5736 47.6833 44.7208 internal_count=86175 22692 325 63483 2925 2049 876 1797 72 22367 60558 650 354 98 1473 59908 1764 58144 652 314 1699 1213 1111 996 946 924 821 128 693 338 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=31 num_cat=0 split_feature=0 8 7 1 6 9 7 4 6 3 7 8 9 9 8 0 7 4 5 1 6 2 9 8 7 8 9 2 8 7 split_gain=2.03939 6.83799 5.17143 5.82284 3.99475 3.11798 5.11563 2.2245 2.49887 7.16836 7.0815 7.12035 4.71499 8.38628 7.87005 6.74573 4.47452 8.19983 6.46218 4.43822 4.40377 8.62896 7.21625 9.31634 10.46 17.404 12.3467 10.3118 10.2098 11.1394 threshold=1.3024500012397768 72.513157530000015 108.04341888427736 117.84069824218751 51.514183044433601 1.3185774087905886 99.014732360839858 0.28014999628067022 63.199125289916999 1212.7578125000002 98.391803741455092 47.108760685000007 1.1744956374168398 1.1644290089607241 57.860806910000001 0.72929999232292186 106.21330642700197 0.13611599802970889 2.5541366338729863 139.81220245361331 59.400131225585945 119.61317062377931 1.558970093727112 74.198335955000019 94.536071777343764 75.01961497500001 1.3079319000244143 2349.1650390625005 75.474242615000023 106.59830856323244 decision_type=10 10 10 8 8 2 10 10 10 10 8 10 2 2 10 8 10 8 10 8 10 8 2 10 10 10 2 10 10 10 left_child=7 4 3 5 -2 -3 -7 8 20 10 -10 -12 13 16 -14 19 18 -18 -13 -16 21 -1 23 -22 -25 27 28 -26 -27 -30 right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 11 12 14 -15 15 -17 17 -19 -20 -21 22 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=0.010018686901376781 0.068755315499875971 0.090960129532318426 -0.11186444193057546 -0.064881049857612269 -0.084126470305987106 -0.06939575246315742 0.10530585700125283 -0.040978003594806647 0.093043276453940227 -0.080966968954276519 -0.071238988381359558 0.10253564251921013 -0.076180241217344222 0.15802699182620722 0.0036221939181642661 0.16027361499333465 -0.17713205877533975 0.044335838196869766 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0.0120217 0.0284783 -0.0681834 0.0563327 0.00412149 6.60732e-05 0.000115581 0.013327 0.0187065 0.0115809 0.0186282 0.0477443 0.00422464 0.0172374 0.0273081 -0.043207 0.0475212 0.00995282 -5.74062e-05 0.00045199 -0.00806753 -0.00511478 0.0171718 0.00357809 -0.0526809 0.0307038 -0.00357813 0.0415591 internal_weight=0 43.6634 25.3659 22.3915 18.2975 17.246 6.87696 10947.2 10934 141.317 133.69 121.996 112.429 37.2103 75.219 64.7413 31.3929 6.99395 24.399 61.6039 10792.7 10147.4 645.313 598.639 142.819 114.045 37.0996 76.945 21.5134 15.0517 internal_count=86175 718 265 228 453 165 97 85457 84577 969 922 856 770 236 534 471 203 46 157 447 83608 79463 4145 3791 1111 843 392 451 175 141 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=31 num_cat=0 split_feature=3 7 7 0 4 9 6 9 0 9 4 6 9 6 4 2 0 1 9 7 8 7 5 4 9 9 9 8 9 0 split_gain=2.00317 7.24063 12.0359 9.75616 6.9875 9.33098 9.53982 10.7833 8.24597 6.90452 6.38543 6.04876 8.08752 7.77518 7.30766 9.39837 12.2116 7.11523 7.06421 6.90407 7.88202 6.83104 6.64044 6.29903 6.08488 13.2112 11.4061 6.16655 11.8944 6.01588 threshold=12.087590217590334 86.278442382812514 87.72849273681642 0.48205000162124639 0.046223001554608352 1.546302378177643 53.796087265014656 1.1727803349494936 -0.006449999986216425 1.1359563469886782 0.045500500127673156 61.314634323120124 1.6201764941215517 56.153474807739265 0.050005000084638603 5687.0505371093759 0.026010000146925453 49.80999946594239 1.0497827529907229 93.618850708007827 55.434759575000008 101.54062652587892 2.712305068969727 0.11999666318297388 1.2593680024147036 1.1844688057899477 1.3185774087905886 67.714191485000015 1.2492841482162478 0.28976640105247503 decision_type=10 8 8 8 8 2 8 2 8 2 8 10 2 10 8 10 8 10 2 10 8 8 10 10 2 2 2 8 2 10 left_child=1 3 9 -1 5 6 10 -8 -6 -3 -4 12 14 -14 19 -16 -17 -13 -18 22 -21 -15 -10 -20 25 -19 -26 -27 -29 -7 right_child=-2 2 4 -5 8 29 7 -9 11 -11 -12 17 13 21 15 16 18 24 23 20 -22 -23 -24 -25 26 27 -28 28 -30 -31 leaf_value=0.14212555144565064 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39.250707268714905 3.4319796785712215 5.8482874811161318 8.0185545347630978 5.3556923288851968 2.6243567429482928 8.5132083958014864 4.0261597707867596 16.13711953884922 3.7070877598598608 3.185066744685173 7.91026925528422 leaf_count=76 72900 25 662 62 78 34 51 127 101 271 31 346 85 14 9847 13 148 367 320 16 95 45 53 19 61 20 203 35 15 55 internal_value=0 -0.00339954 -0.00412025 0.0630701 -0.00282779 0.0264385 0.0131555 0.0931223 -0.0044577 -0.0664006 -0.00453796 -0.00374238 -0.00542455 -0.0690845 -0.00444165 -0.00335075 0.0400008 0.0223953 0.0291817 -0.0570683 0.0119873 -0.0127533 -0.095745 0.0414296 0.0297113 0.0108111 0.0708358 -0.0873568 -0.0299172 0.117342 internal_weight=0 1511.45 1495.24 16.2124 1464.84 77.2767 67.4245 12.2155 1387.56 30.3987 55.2089 1375.72 1292.53 19.653 1272.88 1247.03 48.0804 83.1851 45.9622 25.8498 9.28027 10.9058 16.5695 41.8751 78.2862 53.6359 24.6503 10.9183 6.89215 9.85219 internal_count=86175 13275 13137 138 12841 960 871 178 11881 296 693 11803 10756 144 10612 10347 500 1047 487 265 111 59 154 339 701 437 264 70 50 89 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=31 num_cat=0 split_feature=4 9 9 1 3 3 7 7 1 0 1 1 6 2 8 3 3 8 3 7 5 1 0 7 0 8 8 2 1 9 split_gain=1.98302 5.80924 10.0587 6.62707 6.16377 5.85774 5.61714 4.80126 8.91253 5.20061 5.66803 8.0662 7.78525 5.86756 5.59764 5.17627 5.14783 6.08175 5.56615 9.14933 9.18043 4.64699 7.90935 6.71625 11.5095 10.1781 9.01242 7.63968 6.19252 6.62286 threshold=0.025646500289440158 1.1043708920478823 1.067902743816376 109.12834930419923 0.96234998106956493 0.6850000023841859 94.765163421630874 85.059902191162124 126.77050018310548 0.12999981641769412 211.64724731445315 145.22690582275393 52.546287536621101 16337.305175781252 87.785873745000018 180.31765747070315 774.05999755859386 88.734023525000012 108.79690170288087 87.639511108398452 2.6593050956726079 211.64724731445315 -0.019999990239739415 94.200740814208999 0.039999742060899741 47.827284630000008 48.197255490000011 223.53499603271487 241.24684906005862 1.087821424007416 decision_type=8 2 2 10 8 10 10 8 10 10 10 10 10 10 10 8 10 8 10 10 10 8 8 10 10 8 8 8 10 2 left_child=1 2 -1 4 -3 -5 -4 8 -7 10 11 14 -12 15 -9 -14 18 -18 19 20 -11 -2 -23 25 -25 -24 -27 -28 -29 -30 right_child=21 3 6 5 -6 7 -8 9 -10 16 12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 26 27 28 29 -31 leaf_value=-0.068489082455975028 0.00046365941314199116 0.23735086151054957 0.095971933516964078 -0.11308349075875218 -0.037672408624368631 0.083856985868419998 -0.027642927377828072 -0.11925185082760642 -0.11142880861819444 -0.10585637236382006 0.097916234181588596 -0.11564740727572814 0.11447090053231673 -0.07825457860094609 0.0039862861896229635 -0.021360278342072249 -0.050947979175479788 0.08644514028532331 0.041902160795299098 0.028327391538103083 0.020277471175738599 0.079573938815379719 -0.11119366075000747 -0.12145257814702884 0.070035287959754236 0.17366349128567771 0.087616020915999029 -0.063247441617324249 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0.000226482 -0.0182101 -0.0242027 0.0304151 -0.0338713 -0.0216893 -0.0266314 -0.0339762 -0.00924575 internal_weight=0 353.769 28.7343 325.035 85.8105 239.225 21.7292 234.517 12.2571 222.26 68.2465 38.9012 29.3453 21.4339 27.4664 12.1927 154.013 24.2024 129.811 65.4768 23.3621 10627.2 134.977 127.183 19.1282 108.055 93.3477 91.0444 85.5449 46.3691 internal_count=86175 6033 278 5755 2059 3696 131 3651 94 3557 1155 1019 136 96 692 56 2402 770 1632 854 238 80142 1423 1366 156 1210 1089 1079 970 298 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=31 num_cat=0 split_feature=0 4 1 8 7 4 5 2 0 1 2 8 9 9 9 9 9 9 5 8 8 2 0 1 9 9 1 9 7 7 split_gain=1.9093 6.62395 10.5618 8.00998 7.39134 14.6566 11.2138 11.0929 10.6241 11.0265 10.5934 9.24677 9.06558 17.3877 13.0136 14.4036 9.83672 8.77894 8.59179 8.48341 28.9 9.1987 8.47574 8.07858 9.00478 38.3349 10.4916 7.86274 7.80328 9.94362 threshold=0.20998344570398333 0.053801501169800765 76.67044830322267 77.190249095000013 93.792598724365249 0.05711800046265126 2.6451699733734135 1000.029998779297 -0.079846628010272966 118.47315216064455 277.35739135742193 59.86349009500001 1.0977049469947817 1.067902743816376 1.054794490337372 1.0299918651580813 1.1059830784797671 1.0613657236099245 2.5800232887268071 60.751124400000009 60.968498590000003 346.63420104980474 0.15000005066394809 78.060043334960952 1.2526250481605532 1.222699046134949 72.814998626708999 1.6318134069442751 101.26604461669923 97.049575805664077 decision_type=8 8 10 10 8 8 10 10 10 10 10 10 2 2 2 2 2 2 8 10 10 10 10 10 2 2 10 2 10 8 left_child=1 2 3 -1 5 6 -3 27 -7 19 18 22 13 14 15 -12 -14 -16 -11 21 -21 -10 -8 24 25 -23 -26 -6 29 -9 right_child=-2 4 -4 -5 7 8 11 28 9 10 12 -13 16 -15 17 -17 -18 -19 -20 20 -22 23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.094700511095883289 -0.0011141165834151945 -0.04281673699206031 -0.0021923940082303225 -0.014990346033558958 0.0018893676883238418 -0.11518200453614758 0.11538663735962121 0.010193886511142182 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9.5178515054285509 10.703061165288089 89.866145165171474 270.37448169093113 leaf_count=371 50860 65 14642 730 9651 59 177 1836 137 24 109 109 35 55 55 51 791 25 93 52 2118 85 22 1290 64 32 69 147 582 1839 internal_value=0 0.00156895 -0.00373569 -0.0480697 0.00435359 -0.00360825 0.0478677 0.00751057 -0.00701844 -0.00576408 -0.026775 0.0717047 -0.0339555 -0.000842493 -0.028909 0.0151206 -0.0497858 -0.0951374 0.0513501 0.00101556 0.0123578 -0.0117647 0.0963506 -0.0171922 0.0242535 0.0732112 -0.0221285 0.00253238 0.0180929 0.0223155 internal_weight=0 4484.28 1543.66 51.928 2940.62 834.933 51.8761 2105.68 783.056 774.08 188.841 41.0784 172.945 55.9377 44.6281 26.8067 117.008 17.8214 15.8953 585.239 310.064 275.175 32.3491 252.89 39.6554 19.292 20.3634 1432.02 673.66 583.794 internal_count=86175 35315 15743 1101 19572 5517 373 14055 5144 5085 1238 308 1121 295 240 160 826 80 117 3847 2170 1677 199 1540 250 117 133 9798 4257 3675 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=31 num_cat=0 split_feature=5 4 9 9 6 1 8 8 9 8 1 7 8 9 9 2 9 6 8 8 1 1 2 8 9 9 8 1 6 6 split_gain=2.07654 7.32257 10.4458 17.0386 12.509 12.722 10.5079 11.2293 16.3222 15.8254 10.3942 13.5209 14.3883 9.86166 11.4086 9.31863 8.45453 8.27139 8.16157 10.5245 8.0781 10.2595 7.74974 8.18994 7.52474 8.13211 7.42621 7.36097 7.81282 13.7588 threshold=2.5777766704559331 0.071497000753879561 1.1710925102233889 1.079471290111542 57.033216476440437 86.798252105712905 88.484342550000022 73.722831840000012 1.539929270744324 88.226823920000015 241.24684906005862 93.792598724365249 52.112075745000006 1.1878084540367129 1.2128868699073794 50025.664062500007 1.1209892034530642 51.039192199707038 68.46405746500001 69.293986920000023 241.24684906005862 146.69315338134768 238.2572937011719 40.321323380000003 1.6483626961708071 1.5525022745132449 53.053214340000004 46.343500137329109 54.282121658325202 57.884914398193366 decision_type=8 8 2 2 10 10 10 10 2 10 10 10 10 2 2 10 2 10 10 10 10 10 10 10 2 2 10 8 10 10 left_child=1 2 3 20 5 -5 7 26 13 24 11 12 -7 -9 -15 27 -12 -14 -13 -20 21 22 -1 -24 25 -10 -4 28 -3 -30 right_child=-2 15 6 4 -6 10 -8 8 9 -11 16 18 17 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.03787689873752844 0.00060942801715612067 -0.14065152283542046 -0.12437361393903648 -0.13874521970118037 0.11014273464688054 0.26892439666474616 0.076679622718095031 -0.39215728967355784 0.045811709457246004 0.16630733241337417 0.010236843293818616 -0.065163293344862414 -0.040671787664585624 0.085598925489132241 -0.089704930135061117 0.10686921455447088 -0.15393573245941189 0.09038430306830833 0.19404254343061067 0.006939963526249775 0.071063282062601887 -0.1426009208293457 0.072886788172879385 -0.10167875854123061 0.016017269306267751 -0.10467961053347855 -0.0054784828858597014 0.00080732192859912615 0.0423915783979147 -0.081078533648949735 leaf_weight=10.682815830456095 9075.2240958830662 6.6738939164497415 5.4983494617044917 5.1915586683899155 15.618626384064553 3.7920004427433041 9.2859498930629325 1.0253450945019711 4.6549885720014599 4.7065570354461661 7.2620924375951272 13.31066159904003 6.1882584430277374 3.9360334461089215 65.326971931674052 8.1422387193888408 5.5220006257295609 21.712888687849045 3.431324094533923 24.275448407977819 5.2187925279140464 11.158005861565469 3.2906233891844776 14.665689948946236 20.065449949353933 15.705176010727881 117.91422961652279 1446.6854028087691 17.065049007418565 19.156545313890092 leaf_count=78 71514 211 47 25 92 22 72 34 32 21 39 78 36 100 1675 63 24 130 14 146 26 72 18 84 151 162 1049 9856 103 201 internal_value=0 -0.00302838 -0.0150585 0.0056489 0.027485 0.0132491 -0.0276873 -0.0317452 -0.0541668 -0.00723719 0.0224787 0.0370992 0.0861567 -0.0843003 -0.0797429 0.000180028 -0.0606764 0.0613171 -0.000806315 0.0301115 -0.0459169 -0.0612571 -0.0295649 -0.0696884 -0.0274421 -0.0702725 -0.0107756 -0.000403149 -0.0412273 -0.0229082 internal_weight=0 1897.16 399.44 151.321 106.305 90.6862 248.119 238.833 115.421 45.1322 85.4947 72.7106 31.6931 70.2884 69.263 1497.72 12.7841 27.9011 41.0174 27.7068 45.0159 39.7971 28.6391 17.9563 40.4256 20.3602 123.413 1489.58 42.8955 36.2216 internal_count=86175 14661 4227 884 606 514 3343 3271 2175 366 489 426 188 1809 1775 10434 63 166 238 160 278 252 180 102 345 194 1096 10371 515 304 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=31 num_cat=0 split_feature=0 8 7 1 6 5 0 9 8 1 1 3 0 7 8 8 8 8 8 1 5 9 7 7 0 2 7 1 6 1 split_gain=1.98365 5.27165 4.19056 4.64969 3.46476 2.83516 4.18333 2.99522 4.49204 2.43895 2.10226 1.89043 11.8061 9.21943 13.8173 6.2427 9.2626 9.18559 12.5224 13.9184 10.6561 10.6207 10.3198 9.43078 9.16636 8.79275 8.43471 10.2017 8.74541 8.27971 threshold=1.3024500012397768 72.513157530000015 108.04341888427736 118.14445114135744 51.514183044433601 2.4400500059127812 1.4203000068664553 1.3185774087905886 73.722831840000012 46.343500137329109 138.72499847412112 6044.5651855468759 0.18521668761968615 92.096240997314467 41.920930845000008 74.980382370000015 83.074457065000004 74.075884320000014 73.722831840000012 138.72499847412112 2.6099965572357182 1.2987144589424136 98.646739959716811 98.913600921630874 0.089829999953508391 9242.6884765625018 91.114151000976577 64.061302185058608 56.91405105590821 112.06219863891603 decision_type=10 10 10 10 8 10 10 2 10 10 8 8 10 10 10 8 10 10 10 10 10 2 10 10 10 8 10 8 8 8 left_child=11 4 3 5 -2 7 -7 -3 -9 -6 -11 -1 15 -14 -15 17 26 18 19 23 24 -21 -20 -13 -19 -23 27 -17 29 -28 right_child=1 2 -4 -5 9 6 -8 8 -10 10 -12 12 13 14 -16 16 -18 20 22 21 -22 25 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.00037208094818596123 0.061905149637332096 0.10530376907017674 -0.10679124685104623 -0.062451055830644857 0.037161753081226295 0.072238020594502905 -0.14360728940081638 0.10822121294734695 -0.08381131315690532 -0.10702551161475903 0.011941134503277474 0.0044902979845728467 0.0093782327315987263 0.09604881721893159 -0.091003395755815619 0.25521540792443154 0.00080227606964717875 0.10497862992705796 -0.082704461446238497 0.028449473493283806 -0.021795494475299181 0.20335180373762385 0.089822739574001109 -0.054267939715096851 -0.020870995139943962 0.018323638042453322 0.12053961291991522 -0.10306163623239462 -0.13717579136255914 -0.034289710105212347 leaf_weight=10354.995265081176 1.9571749708848099 8.4236575234681457 2.8093194303801274 4.9342096771579227 1.6138721939641971 1.8797252424992614 1.7191155555192379 2.3086167336441568 2.57885523699224 12.305772771127518 1.6892834827303893 230.75046211713925 20.413282766836346 4.3931811042129985 39.065521700889803 0.81994149193633603 77.172791268734727 26.528763294219971 27.081520006817303 29.839290525764227 15.848453911952673 7.6753902733325932 3.9760327525436869 30.98325328156352 7.4024451300501815 3.8599135065451273 6.1256414763629445 25.873280980682466 3.8332247510552397 7.9189009238034496 leaf_count=80032 40 51 37 63 41 21 33 22 38 350 22 1652 578 27 348 33 1239 158 243 180 136 38 27 202 67 25 32 340 24 76 internal_value=0 -0.0216541 0.00817327 0.0229585 -0.0635159 0.0478805 -0.0308682 0.0691712 0.00689601 -0.0792422 -0.0926656 6.35676e-05 -0.00554541 -0.0460561 -0.0720945 -0.000428631 -0.0201599 0.00582789 -0.000141963 0.00605455 0.0459029 0.0599509 -0.0606173 -0.00246533 0.0775232 0.141438 -0.0564551 -0.0920564 -0.00329907 0.0332404 internal_weight=0 42.2196 24.6535 21.8442 17.5661 16.91 3.59884 13.3111 4.88747 15.6089 13.9951 10924.6 569.561 63.872 43.4587 505.689 121.744 383.946 334.166 303.108 49.7797 41.3746 31.0576 261.734 33.9312 11.5353 44.571 26.6932 17.8778 14.0445 internal_count=86175 718 265 228 453 165 54 111 60 413 372 85457 5425 953 375 4472 1744 2728 2367 2097 361 243 270 1854 225 63 505 373 132 108 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=31 num_cat=0 split_feature=4 6 9 8 1 7 1 8 3 0 7 4 9 8 9 9 7 6 9 8 8 3 9 9 6 0 0 9 5 7 split_gain=1.90669 9.51286 10.931 19.412 8.02646 5.79354 4.86654 10.0632 4.78856 7.72954 5.84996 4.74697 13.8764 18.8511 13.9993 14.9989 15.2909 17.3763 22.5889 12.6563 14.8544 12.9802 13.2918 12.3122 11.7384 11.4528 11.2772 9.41662 8.77341 12.0462 threshold=0.090002503246068968 50.359931945800788 1.1076380610466006 60.182958530000008 113.47620010375978 88.430774688720717 104.08095169067384 64.642850080000017 85.202899932861342 0.37481330335140234 95.482738494873061 0.076169498264789595 1.087821424007416 62.490172530000002 1.558970093727112 1.4029334783554079 92.49573135375978 57.23790359497071 1.4183241128921511 74.493741635000021 73.869909720000024 262.00399780273443 1.5147894620895388 1.0895128250122073 58.767860412597663 0.09000007808208467 0.18521668761968615 1.0744642019271853 2.6787817478179936 105.28884506225587 decision_type=10 10 2 10 10 10 10 10 10 10 8 10 2 10 2 2 10 8 2 10 10 10 2 2 10 8 10 2 10 10 left_child=11 2 3 5 8 -2 7 -5 -4 10 -10 -1 13 28 15 23 -17 18 -18 20 26 22 -21 -14 -19 -22 -20 -15 29 -13 right_child=1 -3 4 6 -6 -7 -8 -9 9 -11 -12 12 14 27 -16 16 17 24 19 21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-7.3110689196926386e-05 0.045629432877860754 -0.0014080155482426538 -0.083279087911383998 0.11078963887141027 -0.13796897355716806 -0.11272431218798157 0.12469639205502525 -0.16319265148970583 -0.13937801747265954 0.18797301884401107 0.070958657670605288 -0.0085722385130642814 0.18081581835154018 0.013235463210604379 -0.027753631762530592 -0.098356724652286953 0.34020291283479503 -0.060485766938762911 0.25535229139524696 0.41345297719598506 0.059117319528617075 0.082941416623104169 0.14514804029473602 0.011882502894413553 0.059342698914064455 -0.12015236156924075 -0.10963820072859076 -0.15581693214284326 0.041550148693617853 -0.13119600495576172 leaf_weight=7320.6691732800391 2.8880756466605844 2729.3067986656097 9.4105343181290717 3.570611596107482 14.284858702827476 11.55081083299592 9.498538598418234 2.1464487845078111 2.7899853065609923 2.0746643701568246 2.5135364201851189 153.1225205155788 4.3533974140882483 4.3937568475957987 67.8917133777868 5.8029318731278172 3.9275414934381834 12.474042379064484 3.992652729968543 2.9128593248315182 7.9656455442309362 13.771167091559617 5.0431155413389206 479.5729703407851 23.72065669670701 6.4487142749130726 1.0742966406978665 13.175820990931241 33.062830877490342 8.4535772092640382 leaf_count=61725 477 17145 201 21 225 67 48 41 35 14 35 848 19 118 615 80 27 112 44 29 41 95 32 3351 182 55 123 114 212 44 internal_value=0 -0.00227902 -0.0414246 0.00200508 -0.0828708 -0.0810503 0.0808207 0.00792402 -0.03599 0.0243251 -0.0396916 0.000748714 0.00781707 -0.0143386 0.0151754 0.0202791 0.0584723 0.0696621 0.111054 0.0892137 0.0306873 0.14169 0.24338 0.0134022 0.0180453 -0.0210846 0.177967 -0.113541 -0.00538388 -0.0149879 internal_weight=0 2790.03 60.7281 29.6545 31.0736 14.4389 15.2156 5.71706 16.7887 7.37819 5.30352 8171.83 851.16 212.209 638.952 571.06 87.1336 81.3307 45.136 41.2085 19.4813 21.7271 7.95597 483.926 36.1947 14.4144 5.06695 17.5696 194.639 161.576 internal_count=86175 18309 1164 654 510 544 110 62 285 84 70 67866 6141 1336 4805 4190 820 740 446 419 263 156 61 3370 294 96 167 232 1104 892 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=31 num_cat=0 split_feature=8 8 9 8 3 5 2 8 9 3 9 8 3 8 9 3 2 8 1 3 0 8 9 9 1 9 9 5 8 9 split_gain=1.94364 20.882 16.5032 12.7868 27.4853 21.9308 15.349 13.6604 17.0052 11.2137 11.1493 11.0399 10.3051 9.74735 36.6781 14.3651 20.5808 12.2129 12.6789 9.47971 10.7477 10.6685 9.43602 22.9347 24.5996 26.3629 18.4643 17.1645 16.6052 16.3445 threshold=79.618289135000012 80.732610590000021 1.0943974852561953 76.018680405000012 48.10499572753907 2.670010089874268 9734.2363281250018 76.303434405000004 1.4366575479507449 73.653854370117202 1.087821424007416 78.137514370000019 0.6850000023841859 75.674278365000006 1.33274382352829 79.180000305175795 507.34075927734381 75.824262485000006 78.060043334960952 44.471200942993171 0.28976640105247503 82.704916510000018 1.1744956374168398 1.1594565510749819 108.84904861450197 1.1677789688110354 1.1996469497680666 2.5799700021743779 83.351226575000013 1.203055262565613 decision_type=10 10 2 8 8 8 10 8 2 10 2 8 10 10 2 10 10 8 10 10 10 10 2 2 10 2 2 10 10 2 left_child=3 2 9 13 6 -6 12 -7 11 -2 -3 -9 -5 -1 15 -15 -17 -18 -19 21 22 -12 23 -21 -25 -26 27 28 -24 -28 right_child=1 10 -4 4 5 7 -8 8 -10 -11 19 -13 -14 14 -16 16 17 18 -20 20 -22 -23 26 24 25 -27 29 -29 -30 -31 leaf_value=-0.00029520756459334638 0.08522994257023557 -0.10516287690127431 0.086170912778366415 -0.12064602568106833 0.022817853566994659 -0.118984553135555 -0.079996729598777794 -0.075695190416066691 0.059905283936843634 -0.16246072742665219 -0.041713854314674517 -0.017810563622934924 0.040338860787320088 0.10409876662842232 -0.11543983063393304 -0.10684167974687653 0.19833435265237065 0.1605250975547387 -0.1023560378198102 0.0047731573592165455 -0.034530055306314193 -0.0039830316157692469 0.06552274293226347 -0.084946314235739895 0.22618837013019882 -0.072067472711714153 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0.00449963 0.0855967 0.00345138 0.00147174 0.00485984 -0.00968687 0.00627843 -0.00892461 -0.0589557 0.0726248 0.00962153 0.0519517 0.0170105 0.0067554 internal_weight=0 2571.77 54.4997 8388.33 342.779 228.43 114.349 183.398 155.118 7.83601 2517.27 140.672 100.897 8045.55 75.7431 62.502 22.793 13.1876 7.62888 2507.43 1923.42 584.01 1856.56 334.661 71.9314 11.8648 1521.9 96.5118 57.227 1425.39 internal_count=86175 22692 325 63483 6362 4958 1404 4706 4476 72 22367 4390 1167 57121 650 354 111 67 40 22036 17045 4991 15526 2053 398 63 13473 733 328 12740 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=31 num_cat=0 split_feature=2 8 8 8 8 8 3 9 8 9 0 9 9 9 9 9 9 9 8 8 5 6 3 8 6 6 6 7 4 4 split_gain=2.07771 6.39785 17.4747 9.53536 13.4836 20.8364 12.4501 12.406 12.1036 12.0244 11.9132 13.59 44.093 26.9218 23.9796 21.1547 33.8919 40.9969 27.3419 17.8891 14.5118 11.4663 11.2314 9.69714 17.912 9.46805 9.32175 12.7322 13.4351 12.2415 threshold=482.65499877929693 84.859308435000017 84.209998250000012 78.137514370000019 81.360097850000017 81.947250455000017 0.6850000023841859 1.219445586204529 74.751024620000024 1.214552164077759 0.060004999861121185 1.2459819912910464 1.2694969773292544 1.4318569302558901 1.2161991596221926 1.206338703632355 1.1963809728622439 1.1744956374168398 75.396836080000014 77.190249095000013 2.4904099702835087 52.938869476318366 1.224454998970032 74.493741635000021 53.860177993774421 59.189291000366218 56.100383758544929 101.39843368530275 0.074544999748468413 0.019995000213384632 decision_type=8 10 10 10 10 8 10 2 10 2 8 2 2 2 2 2 2 2 10 8 10 8 10 10 10 10 10 10 10 10 left_child=1 2 3 8 6 -6 -5 9 23 -8 25 14 -13 -14 15 16 17 18 -12 -17 -15 -7 -20 26 -25 -10 27 -1 -29 -28 right_child=-2 -3 -4 4 5 21 7 -9 10 -11 11 12 13 20 -16 19 -18 -19 22 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=0.0082682858321656266 -0.0011437656768000675 -0.011718547624534597 0.070226008942834525 -0.08022390111770708 -0.072912490447063008 0.072462502662250045 0.065166324894798289 0.00044136599624491728 0.084224070637732087 0.202989388612313 -0.079265000063829374 0.091011987598661429 -0.10269942243152608 0.077420757912973343 -0.13093662015121071 0.18530137763497689 -0.14310123326714783 0.11379147824555316 -0.11159995420866659 -0.065244423105946317 -0.021817457940114287 0.0081198264731608561 0.03397022229991721 -0.056612414134577418 0.070072002563652119 -0.048565395970553302 0.18500149310921699 0.044998635186346975 -0.042406099919210599 -0.006118786804534814 leaf_weight=1623.6066113650013 6589.7327010700828 329.79593799932627 38.039458939805627 7.1791599392890921 30.726978230290115 29.454591137357056 59.674944988568313 27.958773802965879 19.490498904837299 7.0814342200756064 69.794911806937307 40.264440909028053 35.703410845249891 19.185364414006472 24.628751408308744 8.282210655510422 24.763180464506149 20.687503635883331 6.0032862937077871 4.3447786644101152 63.530781585723162 464.01826325152069 45.253799015597906 14.488557801174464 48.59409599006176 7.4112377911806098 3.3610364086925975 21.629803302697837 94.071512601803988 1163.7481177635491 leaf_count=13024 52586 5122 230 36 161 197 334 196 137 29 679 259 386 163 188 36 124 192 135 57 355 2349 362 110 231 36 23 197 719 7522 internal_value=0 0.0016716 0.00276929 0.00212536 0.0134554 0.00698535 0.0467411 0.0563647 1.34192e-05 0.0797864 -0.0165648 -0.0213304 0.00061186 -0.0301256 -0.0384187 -0.0256983 -0.0351619 -0.016304 -0.038537 0.0990919 0.00120007 0.0119603 0.0169209 0.00218706 0.0409757 0.0476415 0.00134517 0.00598431 -0.0260662 -0.0055684 internal_weight=0 4352.77 4022.98 3984.94 626.094 524.2 101.894 94.7152 3358.84 66.7564 389.344 362.442 158.684 118.42 203.758 179.13 166.503 141.74 121.052 12.627 82.7161 493.473 51.2571 2969.5 63.0827 26.9017 2906.42 1739.31 115.701 1167.11 internal_count=86175 33589 28467 28237 3302 2707 595 559 24935 363 3109 2936 1163 904 1773 1585 1492 1368 1176 93 518 2546 497 21826 341 173 21485 13940 916 7545 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=31 num_cat=0 split_feature=5 9 9 8 9 7 9 8 9 4 1 9 7 3 4 8 3 1 7 4 0 9 8 1 0 6 6 6 2 4 split_gain=1.87662 13.2659 17.2277 12.9707 12.4925 11.4077 10.3886 11.178 21.1264 12.1547 12.0204 9.91404 9.42703 13.0778 9.34457 8.79514 13.9894 10.095 8.75282 9.2356 8.5476 8.53752 11.8473 8.11393 8.80835 7.66735 7.66058 6.80401 8.54399 7.07464 threshold=2.7300167083740239 1.0695490241050722 1.2924330830574038 50.568756935000003 1.0198619961738589 85.059902191162124 1.2905700802803042 65.631410680000002 1.162797808647156 0.042805001139640815 111.7962989807129 1.1560110449790957 86.067459106445327 66.740806579589858 0.19435833394527438 59.86349009500001 262.00399780273443 110.03092193603517 91.81790924072267 0.078765001147985472 0.56020000576972973 1.1293502449989321 13.758170855000001 122.49349975585939 0.069205000996589675 53.828397750854499 53.96045112609864 49.680486679077156 507.34075927734381 0.029636000283062462 decision_type=10 2 2 10 2 10 2 10 2 10 10 2 10 10 10 10 8 8 10 8 8 2 10 10 10 8 8 8 10 10 left_child=-1 3 6 -2 -5 26 7 8 9 12 -9 23 -3 -14 15 16 17 18 -10 -20 -4 22 -15 24 -11 -25 -6 28 -17 -29 right_child=1 2 20 4 5 -7 -8 10 14 11 -12 -13 13 21 -16 27 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 29 -30 -31 leaf_value=-0.00032978839796053336 0.0061398962912629813 -0.091151325131983221 -0.054008188460540729 0.14423970861343147 -0.00076746709516492193 -0.10108216029847956 0.1604698463633196 0.024507981925208089 -0.056172936710515757 0.16181443813615498 0.09709955894554366 0.15342784419603955 0.14394564031144683 -0.075365944832990417 0.11780123123918179 0.27653564380509837 0.21141682899312172 0.17858595364847141 0.14075537967930105 -0.010893686280054701 0.15980478203134246 -0.062813109732487091 0.058703075364177695 -0.08902340207882728 0.042829135232746285 0.071369455199630158 0.31327651849878246 0.071212572654325249 -0.019048220282526757 -0.078971113841506652 leaf_weight=10359.344137587083 49.646731056767749 10.504457432776688 44.996671481989324 2.5962445624172679 3.8516296911984673 36.382553248724435 5.1068737730383864 92.914475658442825 33.032215980812907 6.7603514716029158 30.233723193407059 8.5297545343637449 6.6328891441225997 8.9243070483207685 4.4105791449546805 1.2490290254354466 2.8776734657585612 2.5870726108551017 5.2603729218244553 16.975653685629371 1.9507781547727052 17.159868821501732 25.211479812860489 8.4414007440209353 78.083060350269079 4.6069955527782449 0.97296420671045769 3.3497146740555754 4.5052027925848961 49.30000058375299 leaf_count=77615 895 50 3488 19 165 577 29 1028 331 35 184 41 44 46 20 8 24 18 25 82 52 127 157 49 423 26 12 27 69 509 internal_value=0 0.00557831 0.0123725 -0.0288546 -0.0685174 -0.0819221 0.0186991 0.0169817 0.00652072 0.0288868 0.0423297 0.0500291 -0.00399196 0.0118131 -0.0251336 -0.0304252 -0.00378073 -0.0144845 -0.023522 0.0249819 -0.0451238 -0.00527261 0.0236527 0.0410195 0.0523099 -0.0323935 0.062565 -0.0581322 0.045112 -0.069416 internal_weight=0 567.055 473.605 93.4501 43.8034 41.2071 426.657 421.55 298.402 174.855 123.148 106.422 68.433 57.9285 123.548 119.137 60.733 57.8553 55.2682 22.236 46.9474 51.2957 34.1358 97.8918 84.8434 13.0484 4.82459 58.4039 5.75423 52.6497 internal_count=86175 8560 6892 1668 773 754 3352 3323 2111 998 1212 574 424 374 1113 1093 480 456 438 107 3540 330 203 533 458 75 177 613 77 536 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=31 num_cat=0 split_feature=8 8 9 9 9 8 9 8 4 9 1 8 8 9 4 9 7 8 8 2 9 9 6 3 9 5 6 5 9 3 split_gain=1.87242 22.9921 16.391 15.2039 22.8263 29.3864 20.9959 23.7359 30.6581 21.3059 34.2631 42.306 26.4789 30.8632 22.9329 18.2141 16.0892 15.4368 18.3904 13.0855 12.4658 15.4639 12.3749 11.9077 11.8733 16.5825 11.0493 10.8233 16.5068 30.4929 threshold=62.490172530000002 62.880859350000001 1.3131380677223208 1.063004791736603 1.0777724981307986 68.343569515000027 1.087821424007416 68.163682825000009 0.059998499229550369 1.0943974852561953 97.491569519042983 69.961542290000025 65.094124090000022 1.099329471588135 0.19007666409015658 1.2627818584442141 92.847381591796889 65.937389495000019 65.243336400000018 302.36500549316412 1.2964575886726382 1.3079319000244143 58.384933471679695 77.274997711181655 1.2543222308158877 2.6559033393859868 51.911022186279304 2.711575031280518 1.2309741973876955 41.207149505615241 decision_type=8 8 2 2 2 10 2 10 10 2 10 10 10 2 10 2 10 10 8 10 2 2 10 10 2 8 10 10 2 10 left_child=2 -2 20 17 5 -5 7 23 19 10 11 -8 13 -11 15 16 24 18 -3 -9 -1 -22 -13 -6 -15 -26 -4 -14 -29 -30 right_child=1 3 26 4 6 -7 9 8 -10 12 -12 22 27 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.001826607633969225 -0.0818767224422981 -0.064452575613374599 -0.014369030810709785 0.074476680963652814 -0.12796362258668276 -0.052220042972480479 -0.14695929232265587 0.12382597598063315 -0.11033855098669586 0.10889113138733585 0.093279801033512064 0.036785316505630515 -0.0004833732640810334 -0.073456042329070589 0.11681736815369195 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867 479 132 299 217 98 19 247 30 194 151 1528 883 3282 internal_value=0 -0.000969587 0.00178953 -0.000573366 -0.000183785 0.0460508 -0.000880443 -0.0366077 0.00130076 -3.86977e-05 0.0355823 -0.000654001 -0.000915604 -0.0298116 -0.0371625 -0.0423435 -0.0318576 -0.055253 -0.0164078 0.0350157 0.00115821 -0.0491187 0.0280723 -0.0755702 -0.0619964 0.0400081 0.0711486 0.000460919 0.0184987 -0.00713808 internal_weight=0 7172.23 3743.27 7137.28 7086.79 105.198 6981.59 160.702 81.4528 6820.89 163.88 100.661 6657.01 302.701 287.466 278.108 238.13 50.4919 33.8065 62.5598 3709.51 48.6686 84.1406 79.2493 101.574 10.2588 33.7649 6354.31 316.105 139.955 internal_count=86175 61947 24228 61620 60785 876 59909 1062 614 58847 911 548 57936 8116 8034 7915 4139 835 356 372 23906 315 437 448 3272 224 322 49820 5693 4165 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=31 num_cat=0 split_feature=9 2 2 2 8 3 8 9 6 8 9 6 4 9 5 3 6 9 1 0 3 5 2 9 1 3 2 0 6 1 split_gain=1.87124 2.93612 2.93836 1.97076 5.10987 4.19935 5.64976 11.1737 13.3909 9.244 8.77439 7.75299 7.45148 6.99267 6.21347 5.44373 5.4175 7.08279 7.77614 7.08307 12.0084 6.91191 4.86951 6.17888 4.86455 4.93013 4.98395 4.71438 8.22184 7.83585 threshold=1.0016464591026308 69.795700073242202 80.40000152587892 77.08499908447267 27.513094805000005 0.10500000044703485 68.008555565000009 1.0811170935630801 57.590518951416023 63.990744600000006 1.0596722364425661 59.400131225585945 0.05587549880146981 1.0116130113601687 2.5900232791900639 45.620000839233406 59.189291000366218 1.0333229303359988 91.850250244140639 0.86050000786781322 4.1601498126983651 2.4500950574874882 69.795700073242202 1.0099684596061709 126.21020126342775 25.23499965667725 66.224700927734389 0.32365000247955328 64.527114868164077 46.343500137329109 decision_type=2 10 10 8 10 8 10 2 8 10 2 8 8 2 10 8 10 2 10 8 10 10 10 2 10 10 10 10 10 10 left_child=1 -1 -3 4 -2 -6 7 8 10 14 -7 24 -8 22 -9 -13 -15 19 21 20 -18 -19 23 -10 25 26 -11 28 -14 -29 right_child=3 2 -4 -5 5 6 12 9 13 11 -12 15 27 16 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.11073639643417686 -0.083759389938051002 0.16898795995545321 -0.069864652575908667 -0.00033921485140870868 0.042989912457727868 -0.06019564080054756 -0.0746400374474223 -0.041007678801896111 -0.0029781952054467463 -0.041713240474666916 0.082491060401513105 -0.12290329637339159 0.011239846747655815 0.059695714854275377 0.031695859071562089 0.092696993214357037 -0.086053541549511656 -0.095309039830334438 -0.16769537103659238 0.22491197645188055 0.066426134547161536 0.11703579173993098 0.075065118984050549 -0.10923677959145778 0.12380018848196615 -0.11623406408044364 0.16283113847407779 -0.076177307364410737 -0.098955147361950671 0.042661042044677182 leaf_weight=3.6769272101519155 6.3831833925069068 0.93867117399349842 1.1412393776117822 10218.028152224804 29.544903717935085 36.673518404830247 9.4869404744240455 26.218122386140749 49.535562665376347 3.7713043879193702 4.8836352974176398 21.324313179240566 246.43275778216776 51.537706294562668 21.308984247036278 1.239164387108757 7.2499327622354093 3.0872195390984398 4.1058068368583918 1.8575581423938263 17.958754923194647 3.0446913093328476 6.7759865820407859 6.1521014813333741 2.1582911165896794 4.7342693853424862 1.7412423088680951 5.9396276636980465 6.9621683154255143 84.250840414082631 leaf_count=271 817 7 62 79739 216 231 223 150 419 88 28 382 1681 375 141 38 48 45 31 15 112 16 46 42 13 129 25 62 45 678 internal_value=0 -0.057024 0.0379304 3.92587e-06 0.00528153 0.00614534 0.00441313 -0.00632352 0.00685119 -0.037124 -0.0434277 -0.0761493 0.0127866 0.0206607 -0.00841073 -0.111063 0.0386867 0.0096614 -0.0611881 0.03646 0.0225735 0.010127 -0.00497765 -0.0147171 -0.0126457 -0.0413854 0.022896 0.0152006 0.00821218 0.0348348 internal_weight=0 5.75684 2.07991 10882.4 664.359 657.975 628.431 275.358 192.862 82.4957 41.5572 34.9686 353.072 151.305 47.5271 22.5635 88.8417 37.304 10.2377 27.0662 25.2087 6.13191 62.4637 55.6877 12.4051 10.2468 5.51255 343.585 253.395 90.1905 internal_count=86175 340 69 85835 6096 5279 5063 2374 1408 966 259 675 2689 1149 291 420 642 267 92 175 160 61 507 461 255 242 113 2466 1726 740 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=31 num_cat=0 split_feature=0 8 1 1 5 1 5 2 2 8 4 3 7 8 5 0 7 1 9 9 4 3 9 6 3 0 9 4 8 1 split_gain=1.8045 4.41797 5.44033 3.53394 3.27478 2.00267 2.16616 3.50862 1.92417 6.46951 10.9332 8.3393 8.12645 10.5616 8.98551 13.0635 11.1908 13.7571 10.4046 20.7677 16.7807 13.8227 25.0137 13.0757 11.5537 11.4808 23.5161 12.9595 12.7843 11.5053 threshold=1.4203000068664553 68.163682825000009 114.81845092773439 110.6290969848633 2.4400500059127812 46.343500137329109 2.4801000356674199 26.836180686950687 482.65499877929693 41.376632000000008 0.11928999796509744 124.37325286865236 88.773273468017592 64.140004720000022 2.6116249561309819 0.044505000114440925 112.07624816894533 136.95379638671878 1.0727607607841494 1.0531262755393984 0.041295999661087997 27.755000114440922 1.0828325152397158 57.590518951416023 26.961949348449711 0.17021000385284427 1.2342023253440859 0.081401500850915923 73.869909720000024 96.290100097656264 decision_type=10 10 10 10 10 10 10 10 8 8 8 10 8 10 10 8 8 10 2 2 10 10 2 10 10 10 2 10 10 10 left_child=8 5 3 4 -3 -2 -7 -8 9 10 -1 -12 13 -11 15 -14 18 -18 19 23 -21 -20 -23 24 -16 -24 27 28 -27 -29 right_child=1 2 -4 -5 -6 6 7 -9 -10 12 11 -13 14 -15 16 -17 17 -19 21 20 -22 22 25 -25 -26 26 -28 29 -30 -31 leaf_value=0.039624333288399566 0.0291496949917683 0.038912929784978713 -0.077621234479012161 0.14721398352278045 -0.093123717574923867 -0.12402552297972524 0.22612525598677113 -0.10622268431220981 -0.0010343294992883722 0.11137882491416369 0.010347264439138713 -0.048717412394158791 0.03825178627958753 0.012235154198538045 -0.052748336352584579 0.0017823443735658731 -0.043376078096187203 0.057026041734036609 0.023210336020783109 0.11180501135695826 -0.095139040492707758 0.099259872596455065 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4.29371e-05 0.00168886 0.0165431 -0.000715824 0.000674332 0.0390353 0.000147167 0.00307288 -0.00760056 -0.0331014 -0.00356184 -0.0229967 -0.0780782 0.00214543 -0.00690438 -0.00528982 -0.0195704 -0.0115498 -0.0265429 -0.00465515 0.0194722 -0.037168 internal_weight=0 29.8555 20.4204 14.3322 11.9778 9.43503 8.03384 1.377 10852 4292.96 274.458 157.035 4018.5 54.4746 3964.03 2877.44 1086.59 148.56 938.026 212.933 51.799 725.093 507.194 161.134 128.772 485.932 249.012 165.205 94.8317 70.3733 internal_count=86175 591 240 150 133 351 317 48 85584 33095 2219 1540 30876 546 30330 20085 10245 1961 8284 1514 380 6770 5077 1134 963 4940 2835 994 627 367 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=31 num_cat=0 split_feature=5 7 9 9 6 9 8 9 8 5 9 1 9 8 8 8 8 8 7 4 9 8 3 9 2 4 4 6 0 4 split_gain=2.01917 5.16849 15.6367 14.7675 13.9809 17.9665 11.6324 12.4014 11.1965 9.70251 9.62416 9.54601 21.2382 12.1762 10.6173 10.5126 9.73158 17.7301 10.2337 16.8691 9.72148 21.3619 9.99985 16.7544 12.495 11.0398 9.93597 15.6352 13.5518 12.8903 threshold=2.6280050277709965 96.849517822265639 1.3268429040908816 1.087821424007416 53.154035568237312 1.0828325152397158 47.108760685000007 1.0198619961738589 47.632367260000002 2.640009999275208 1.016515374183655 85.037765502929702 1.239249646663666 59.86349009500001 65.80944297500001 84.486923110000006 75.120756415000017 71.893560340000008 101.26604461669923 0.059998499229550369 1.1243017911911013 27.513094805000005 95.656948089599624 1.2342023253440859 262.29499816894537 0.15408100187778476 0.059196500107645995 50.359931945800788 0.25958661735057836 0.071003500372171416 decision_type=8 10 2 2 8 2 10 2 10 10 2 10 2 10 10 8 10 8 10 10 2 10 10 2 10 8 10 10 8 10 left_child=-1 -2 3 4 -3 6 7 10 -8 -4 -6 12 15 -14 -15 -5 17 20 19 -19 21 -13 24 26 -22 -25 27 -24 29 -28 right_child=1 2 9 11 5 -7 8 -9 -10 -11 -12 16 13 14 -16 -17 -18 18 -20 -21 22 -23 23 25 -26 -27 28 -29 -30 -31 leaf_value=-0.0019834587471144033 -3.4852850010787408e-05 -0.071034545136224481 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3.108171679545193 86.692566182464361 55.472267188131809 9.642117880284788 17.411710558459163 90.054351314902306 1.15940058231354 7.4098658934235555 17.371266271919012 15.794221285730602 6.5403053238987923 leaf_count=25809 53420 305 245 710 93 61 18 432 650 1373 68 60 61 161 61 160 292 137 159 24 479 322 61 263 471 6 40 113 88 33 internal_value=0 0.000924793 0.00827201 0.0113132 -0.0116967 -0.000327559 0.00873799 0.0468988 -0.0101834 -0.0524434 -0.0540017 0.0192714 0.000649463 0.0620531 0.0822187 -0.0176875 0.0278264 0.0220018 -0.0413453 0.00357786 0.0297944 0.0634221 0.0207555 -0.00975339 0.0337583 -0.0922008 0.0172233 -0.0266808 0.0570964 0.128918 internal_weight=0 7330.44 846.845 806.451 207.241 173.918 161.102 53.4015 107.7 40.3945 9.91858 599.209 188.624 43.3756 37.8872 145.249 410.585 359.175 39.3434 22.1546 319.832 67.756 252.076 75.3289 176.747 18.5711 56.7578 27.0134 29.7444 13.9502 internal_count=86175 60366 6946 5328 1627 1322 1261 593 668 1618 161 3701 1153 283 222 870 2548 2256 320 161 1936 382 1554 604 950 269 335 174 161 73 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=31 num_cat=0 split_feature=9 8 9 9 4 8 1 7 8 0 6 0 8 7 8 7 9 3 7 2 7 6 2 8 1 8 4 8 8 6 split_gain=1.95738 19.0722 10.6795 12.3535 26.2919 30.0675 21.6238 18.568 17.8315 22.6875 22.3468 18.5023 15.1112 24.7651 17.1624 12.7034 45.0963 17.6358 21.0208 13.9069 18.5211 16.9398 12.3468 12.281 14.233 12.2526 10.9039 10.4731 13.2344 10.4311 threshold=1.3758142590522768 71.513231495000014 1.3009637594223025 1.310455918312073 0.071003500372171416 84.859308435000017 112.89480209350587 87.448143005371108 84.718582635000018 -0.079846628010272966 57.514093399047859 0.040049999952316291 82.483280285000021 96.849517822265639 83.074457065000004 96.574840545654311 1.3491482734680178 147.87545013427737 104.69990539550783 1580.6350097656252 92.152797698974624 54.391788482666023 3759.551635742188 85.100540475000017 110.03092193603517 83.123132410000011 0.070001501590013518 73.244465885000011 64.642850080000017 57.590518951416023 decision_type=2 10 2 2 10 10 10 10 10 10 8 8 10 10 10 10 2 10 8 10 8 10 10 8 10 10 8 10 10 8 left_child=2 -2 -1 4 5 -4 23 -6 10 -10 15 -12 13 -13 22 19 17 26 -19 20 21 -5 -14 -7 -25 -16 -17 28 -15 -9 right_child=1 -3 3 8 7 6 -8 29 9 -11 11 12 14 27 25 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00040176306472086633 -0.10072217254152467 0.0046670768182606398 -0.11637282486782768 0.11415127043497311 0.34245304089229156 0.18806050062686053 -0.086571933901839204 0.02725375933904603 0.096938387033818907 -0.10075744442447288 0.25002743430616492 -0.091048421944456906 0.058794726063512472 0.11535841201231994 -0.11996905203203759 0.17476613636271562 0.26207866301947158 -0.071229792328315986 0.19723286718923053 -0.039747324198266071 -0.016825097904757801 -0.030647526916826286 -0.11163875316739963 -0.14218973689073597 0.1238903702039304 -0.021166136060716462 0.029115888671773706 0.11482730555641787 -0.077333713058349796 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0.0911762 0.00782148 -0.0289934 0.0832392 0.0229274 -0.0214604 0.00680171 internal_weight=0 1447.66 9412.4 693.135 131.609 83.3733 27.6526 48.2357 561.526 38.1696 523.356 318.776 316.39 99.7206 216.67 204.58 57.5634 48.6879 26.6765 147.017 90.8296 40.3501 44.604 15.2073 8.17439 172.066 22.0113 25.6741 17.3122 46.5271 internal_count=86175 17285 68890 8137 1356 839 315 517 6781 1493 5288 3402 3360 2146 1214 1886 495 420 211 1391 846 300 209 219 186 1005 209 376 317 428 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=31 num_cat=0 split_feature=8 8 4 3 9 5 4 6 8 0 9 2 2 9 3 4 3 5 3 8 0 0 7 1 7 1 7 6 4 9 split_gain=1.89969 10.5417 11.6165 9.9881 10.1298 8.43656 11.4628 12.305 8.89822 8.36773 15.5552 13.776 16.4875 12.8806 13.3643 10.7911 11.3712 13.4584 12.1167 8.86799 8.09181 7.91319 7.41059 7.2273 8.13905 8.65578 7.12696 7.08434 6.87768 8.84042 threshold=37.490001645000007 40.321323380000003 0.18784166872501376 346.44999694824224 1.048164486885071 2.5800232887268071 0.064022999256849303 53.52466011047364 39.379337840000005 0.10521500185132028 1.1043708920478823 35815.000000000007 1681.7199707031252 1.0895128250122073 164.72000122070315 0.033525999635457999 124.37325286865236 2.7540049552917485 44.471200942993171 34.179560925000011 0.0140050002373755 0.6602500081062318 107.47714233398439 119.12260055541994 89.215847015380874 88.755001068115249 104.69990539550783 50.769674301147468 0.11928999796509744 1.0399255156517031 decision_type=10 10 10 10 2 8 8 8 10 8 2 10 8 2 10 8 10 10 10 10 10 10 10 10 8 10 10 8 8 2 left_child=9 2 3 4 -2 8 7 -7 -5 10 20 12 15 14 -14 -11 18 19 22 21 -1 23 -17 24 -18 -26 -25 -20 29 -29 right_child=1 -3 -4 5 -6 6 -8 -9 -10 11 -12 -13 13 -15 -16 16 17 -19 27 -21 -22 -23 -24 26 25 -27 -28 28 -30 -31 leaf_value=-0.077223865678003836 -0.002809608163879877 -7.2152346289260295e-09 -0.12550017533654886 -0.091041881286562834 0.10418925982421952 -0.055979078285783503 -0.17536714195664685 0.13377956863793497 0.082311901903196039 0.15796632587837173 0.18025061669540407 0.09411803191013654 -0.082785065178473505 -0.088165071205739645 -0.006880469112399425 -0.10659090057044394 0.086760677257653018 0.17167764910518235 -0.14877354828591055 0.10522259458407157 0.021882376185741761 0.068134898207742128 0.025885463839341816 0.007489160741688327 0.013481139232933573 -0.059574255919664802 -0.12450992175897793 -0.089662104739964235 0.0082118435403399567 0.061543455188904674 leaf_weight=9.1719384342432004 12.150388125795869 10101.420258868748 4.3318841831060118 3.582677565515044 32.553162958472967 11.159009702503683 4.7018981520086554 4.9256496280431739 17.063591554760933 4.2592855542898196 5.8366195708513251 12.445684191363396 29.479883938387502 38.947414312933688 108.81546960759442 11.669251724946664 4.6671286821365348 3.6902498677372924 2.2348132431507102 5.4162906780838957 80.942800767719746 8.8161476138047856 6.6169175581308073 59.852476016472792 19.323283464298584 100.92643410799792 4.3904153332114211 4.1067730933427802 68.750100353790913 66.137615539133549 leaf_count=55 126 77499 105 22 183 66 33 25 94 19 27 191 368 383 749 815 22 19 13 34 448 63 314 1925 130 1096 31 20 954 346 internal_value=0 0.000304351 0.0342881 0.042324 0.0751071 0.00695306 -0.0380187 0.00213124 0.0522304 -0.00524548 0.0220422 -0.00991646 -0.0122788 -0.0373668 -0.0230608 -0.000288504 -0.00212717 -0.0175846 0.0179396 -0.0210185 0.0117953 -0.0244722 -0.0586538 -0.0287884 -0.042806 -0.0478348 -0.00153177 0.0278568 0.0306968 0.0527034 internal_weight=0 10191.9 90.4683 86.1364 44.7036 41.4328 20.7866 16.0847 20.6463 656.497 95.9514 560.546 548.1 177.243 138.295 370.857 366.598 207.082 159.515 203.392 90.1147 197.976 18.2862 189.16 124.917 120.25 64.2429 141.229 138.994 70.2444 internal_count=86175 78153 654 549 309 240 124 91 116 8022 530 7492 7301 1500 1117 5801 5782 3320 2462 3301 503 3267 1129 3204 1248 1226 1956 1333 1320 366 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=31 num_cat=0 split_feature=3 3 6 4 9 9 1 6 6 7 9 8 8 9 8 9 1 0 3 4 9 4 7 6 8 9 9 5 8 8 split_gain=1.82434 5.49804 18.5841 10.8945 9.31032 10.3004 9.26118 8.48654 11.2616 7.75249 6.54516 13.4906 18.8617 10.7611 35.114 19.0033 23.751 15.7805 14.4497 15.1384 17.514 14.5131 12.1668 15.8207 11.9208 19.1294 21.0316 17.8891 13.8483 18.9329 threshold=12.087590217590334 16.234395027160648 50.471309661865241 0.084694001823663725 1.4145487546920779 1.2905700802803042 101.26010131835939 52.819286346435554 53.723968505859382 102.1468963623047 1.1326038241386416 48.641006055000013 40.321323380000003 1.1426048278808596 59.698715195000005 1.1477001309394839 130.24291992187503 0.18000015616416934 173.97499847412112 0.044162999838590629 1.1392991542816164 0.12996499985456469 101.12480545043947 55.266059875488288 57.044835510000006 1.1644290089607241 1.219445586204529 2.310500025749207 59.392466590000005 66.704003095000019 decision_type=10 10 10 8 2 2 8 10 10 10 2 10 8 2 8 2 10 8 10 10 2 10 10 10 10 2 2 8 10 10 left_child=-1 2 6 4 5 -4 -2 -5 -9 -10 -3 12 -12 14 -13 16 17 -15 19 20 -16 -21 23 -20 25 -17 -27 -28 -26 -30 right_child=1 10 3 7 -6 -7 -8 8 9 -11 11 13 -14 15 18 24 -18 -19 22 21 -22 -23 -24 -25 28 26 27 -29 29 -31 leaf_value=-0.0032861608584567833 -0.0042471566106228702 0.0034972069136077208 0.047569697881365239 0.088416239950334694 -0.049248787560754737 0.14845400954534449 -0.066941923672823256 -0.094448383712956163 -0.0065210161286766424 0.044932140564997156 0.087518580933661549 0.090645933584192109 -0.07382156830104615 0.094892901535466076 0.063468778323482536 0.22205411013117066 -0.095021917553375801 0.021179463044609305 -0.056060859468974336 -0.11070029675855056 -0.055305096352162242 -0.0047228011423450823 0.10341202100021117 -0.18101937919355132 0.02592944420682471 -0.080282641894051515 0.052404268804998183 -0.047055469806178064 -0.018563901532171544 0.00042188624346041362 leaf_weight=1484.8382537619327 139.82870924811868 3280.9297239747248 100.33690231433138 12.606204814277588 8.7721777386032027 11.255947691737672 28.336281800831784 10.98557040048763 86.111408171476796 44.372449339774903 8.4918266460299474 24.435065969824791 49.388699157105293 47.445172913372517 38.145987208932638 2.9244249686598769 12.485179536044596 74.87410506978631 81.910346360877156 22.412650216370821 18.404918603599072 30.516332030296326 4.1526564210653296 11.562194451689718 185.54917996190488 60.062470779754221 34.133105184882879 38.460870141163468 598.55935358861461 4288.1548116412014 leaf_count=13275 1161 20017 777 72 183 97 328 60 494 296 42 132 2993 221 229 15 63 435 543 126 100 138 19 54 1053 562 284 484 8145 33777 internal_value=0 0.000486966 0.0113655 0.0274056 0.0499478 0.0577455 -0.0148114 0.00979544 0.00278962 0.0109762 -5.32461e-05 -0.00212154 -0.0501509 -0.00162282 -0.0227286 -0.000708137 0.0363611 0.0497714 -0.036105 -0.011162 0.0248129 -0.0495987 -0.0640768 -0.0715177 -0.00166767 -0.0309311 -0.0365082 -0.000290298 -0.000885462 -0.00190363 internal_weight=0 9355.6 442.606 274.441 120.365 111.593 168.165 154.076 141.469 130.484 8913 5632.07 57.8805 5574.19 231.54 5342.65 134.804 122.319 207.105 109.48 56.5509 52.929 97.6252 93.4725 5207.84 135.581 132.656 72.594 5072.26 4886.71 internal_count=86175 72900 3468 1979 1057 874 1489 922 850 790 69432 49415 3035 46380 1341 45039 719 656 1209 593 329 264 616 597 44320 1345 1330 768 42975 41922 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=31 num_cat=0 split_feature=8 8 4 3 9 5 3 0 9 2 2 8 7 0 9 7 4 3 7 8 4 1 4 6 0 0 8 9 1 5 split_gain=1.79589 8.11341 9.54538 8.78336 9.22751 7.75696 11.1756 6.79284 12.3106 11.0941 14.2111 8.24072 17.3382 7.2398 16.7184 10.3431 9.15497 9.02284 8.24257 11.0587 7.2413 7.36351 7.13532 12.5123 6.6384 6.55542 6.30416 6.16493 7.94111 6.14959 threshold=37.490001645000007 40.321323380000003 0.18784166872501376 325.70500183105474 1.048164486885071 2.6036032438278203 634.71594238281261 0.10521500185132028 1.1043708920478823 35815.000000000007 2412.693969726563 25.090244000000002 87.959163665771499 0.26000010967254644 1.1010892987251284 89.830139160156264 0.1563455015420914 51.65050125122071 96.70874404907228 13.758170855000001 0.18784166872501376 58.913000106811531 0.11695516481995584 51.796979904174812 0.0140050002373755 0.20000014454126361 39.379337840000005 1.0316978693008425 91.284999847412124 2.6213200092315678 decision_type=10 10 10 10 2 8 10 8 2 10 8 8 8 10 2 8 10 10 10 8 10 10 10 8 10 10 10 2 10 10 left_child=7 2 3 4 -2 26 -7 8 24 10 13 -12 -13 15 17 -9 18 -15 19 22 25 -22 23 -17 -1 -18 -5 -26 -29 -16 right_child=1 -3 -4 5 -6 6 -8 9 -10 -11 11 12 -14 14 29 16 20 -19 -20 -21 21 -23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=-0.071305512403662424 -0.005151010567432503 3.0235194982125634e-05 -0.1162894614466651 -0.056543978160052022 0.098375070608432966 0.030469615913929788 -0.13963813602891201 0.14035234369614782 0.15880563677574108 0.083501754324841901 -0.023685845250558907 0.30135903378972678 -0.090457617535498636 -0.095418169853235549 0.0020423885461154606 -0.10296789525095812 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41 258 287 internal_value=0 0.000295053 0.03041 0.0377472 0.0695335 0.00502977 -0.0510856 -0.00512354 0.0193864 -0.00938221 -0.0115364 -0.0410488 -0.078896 -0.0026501 0.0103483 -0.0160237 -0.0192459 -0.00196678 -0.0281783 -0.00917653 0.0317121 -0.0417285 0.0486795 0.00471707 0.0102207 0.0645815 0.0382431 0.0192286 0.0367703 0.0746267 internal_weight=0 10173.6 88.6823 84.4581 42.8386 41.6195 15.4746 650.781 96.3366 554.445 541.877 125.403 39.4378 416.474 211.2 205.274 201.13 177.242 171.132 97.8098 29.9977 9.27483 24.6959 14.7975 90.3939 20.7229 26.1449 81.3999 57.8828 33.9577 internal_count=86175 78153 654 549 305 244 96 8022 530 7492 7301 1222 401 6079 1813 4266 4246 1473 4092 3699 154 49 125 77 503 105 148 448 299 340 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=31 num_cat=0 split_feature=5 2 1 6 0 7 9 8 3 8 7 8 5 8 1 9 3 2 5 9 6 7 8 1 5 4 7 1 9 8 split_gain=1.76674 6.92108 7.58737 12.6444 8.99796 6.93677 7.49847 7.85757 7.03821 6.3871 5.55309 5.40113 8.78625 7.43786 7.7464 6.62781 6.91796 5.79141 7.48738 5.39413 14.5113 18.0179 11.6056 11.5528 9.60872 9.44805 9.01054 7.77542 8.26054 8.00107 threshold=2.5777766704559331 169.55500030517581 62.174999237060554 54.137121200561531 0.1399999335408211 97.497509002685561 1.1510209441185 86.805891860000017 87.225002288818374 75.323073450000024 91.356075286865249 87.321885330000015 2.5399399995803837 87.385966165000013 134.77335357666018 1.5271995663642886 5.861074924468995 43.501779556274421 2.4305000305175786 1.2526250481605532 61.553859710693366 100.87987136840822 73.430923220000025 153.93620300292972 2.4904099702835087 0.2658079862594605 94.944957733154311 91.001350402832045 1.1392991542816164 73.93013833000002 decision_type=8 8 10 8 10 8 2 10 10 10 8 10 10 10 8 2 10 10 10 2 10 8 10 10 10 8 8 10 2 10 left_child=1 2 5 4 -4 9 7 -7 -8 -1 -11 15 13 -13 17 19 -17 18 -15 22 25 -22 -5 27 -23 26 -21 29 -29 -24 right_child=-2 -3 3 11 -6 6 8 -9 -10 10 -12 12 -14 14 -16 16 -18 -19 -20 20 21 24 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.12205832260053072 0.00055681584126469723 -0.0070194420131721134 -0.086144308139764328 0.00090509237087274856 0.076093282700146092 -0.10803350809362869 -0.01021507526374385 0.035255607979689144 0.070770965485284346 -0.12765207995707775 0.043542551270018416 -0.11942707362085891 0.061323874246078838 -0.098120283789872309 0.13877173026495643 -0.036423767857450662 0.070428990064771255 -0.06428760291000328 0.12341446429736443 0.035240290597352029 -0.12929607499214216 0.16419205721727684 -0.045985527106669255 -0.10013131253838797 0.019593653564465328 0.15732264976545343 -0.074612542426774162 0.037124169455082998 0.14594715417716397 0.056871060987900714 leaf_weight=11.35277110990137 8939.7144512517843 1268.9812776749022 3.7393529920373103 238.6134241236723 39.846414418425411 11.991394250755549 37.213078564032912 5.6209407001733771 15.07946601079311 2.7327157100662562 6.1791450327727953 10.282636375166474 9.3920537070371193 2.3824677255470368 2.7637588307261458 7.5549903046339741 30.600934180431068 19.782905805855989 4.2419796450994909 9.0619622394442541 4.5716211646795299 9.2747748277615774 10.467924103140829 4.9651420563459387 9.1089703822508437 2.178880572639172 42.414774861565093 12.531617082655432 15.73232291638851 27.250991731882095 leaf_count=69 71514 10239 84 1570 295 192 329 35 92 16 51 59 144 50 25 65 189 223 48 43 20 47 50 24 59 29 326 65 71 152 internal_value=0 -0.00281873 0.0059642 0.0106347 0.0621744 -0.0208023 -0.00586867 -0.0623031 0.0131387 -0.0723172 -0.00895224 0.00588717 -0.0256026 -0.0462956 -0.0205172 0.00951206 0.0492718 -0.0371882 0.04374 0.00558358 -0.0181738 0.0483647 0.0114631 0.046972 0.0925449 -0.0466408 -0.0552741 0.0580413 0.0976974 0.0283258 internal_weight=0 1875.91 606.929 516.76 43.5858 90.1695 69.9049 17.6123 52.2925 20.2646 8.91186 473.174 48.8458 39.4537 29.1711 424.328 38.1559 26.4074 6.62445 386.172 76.611 22.9554 309.561 70.948 18.3837 53.6556 51.4767 65.9829 28.2639 37.7189 internal_count=86175 14661 4422 3638 379 784 648 227 421 136 67 3259 549 405 346 2710 254 321 98 2456 524 126 1932 362 106 398 369 338 136 202 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=31 num_cat=0 split_feature=4 0 8 7 8 9 7 2 7 8 8 6 8 9 9 7 7 7 9 5 7 8 8 8 9 0 5 8 8 7 split_gain=1.67117 6.71981 7.38899 5.34287 5.27559 9.71009 11.1719 9.53628 13.7189 7.6041 7.34755 6.1412 11.5109 10.2652 12.2648 11.6055 11.5363 13.8126 10.1292 9.48342 9.39471 8.44743 7.92325 9.9039 7.22292 7.019 6.31548 6.03102 8.70998 7.03865 threshold=0.030000999569892887 0.052429858595132835 52.112075745000006 85.059902191162124 59.948030760000009 1.0911181569099428 92.792285919189467 1115.8455200195315 93.496208190917983 69.293986920000023 13.758170855000001 53.001518249511726 71.893560340000008 1.2887282371520998 1.2112911343574526 96.977798461914077 86.278442382812514 88.204822540283217 1.2987144589424136 2.640009999275208 91.760395050048842 83.945794545000012 84.486923110000006 87.321885330000015 1.6808274388313296 0.48205000162124639 2.6900134086608891 68.854262760000012 69.08872266500002 88.962146759033217 decision_type=8 10 10 8 10 2 8 10 10 10 10 8 10 2 2 10 10 10 2 8 8 10 10 10 2 8 8 10 10 8 left_child=1 2 -1 -3 7 6 9 -5 10 -6 -9 13 -13 14 16 27 -7 -18 19 -15 -20 -21 -19 -24 -14 -25 -23 -16 -29 -30 right_child=-2 3 -4 4 5 11 -8 8 -10 -11 -12 12 24 18 15 -17 17 22 20 21 -22 26 23 25 -26 -27 -28 28 29 -31 leaf_value=0.12311167173119764 0.00031396261046274138 -0.051214609326625554 -0.039825117502762721 0.12167628887185222 -0.051003135093640753 0.12514038080032691 -0.10799233962440974 -0.074148747212297667 -0.095385114919652125 0.12110388672418236 0.051864911791460182 0.076069526967698919 0.0089097393961170904 -0.15597043292178325 0.0095608971488141264 0.2268390173833725 -0.12877171848734634 -0.027099167449462669 0.0044355390746402485 0.15144975068222233 -0.076096189085388177 -0.15415534146753151 0.1125193094859049 0.016335444887446829 -0.11752180384077462 -0.18258403937399245 0.22330940996160142 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0.085992 -0.000302611 0.113308 -0.00634478 0.042996 0.0046965 -0.0191862 -0.0584768 -0.0949697 -0.113492 -0.0996744 internal_weight=0 752.805 73.1489 679.656 658.728 597.436 28.3734 61.2922 52.0534 10.5126 42.2857 569.063 167.204 401.858 125.908 32.3117 93.596 87.8343 275.951 14.3481 261.603 12.8926 77.3727 22.9092 140.269 12.0931 2.34246 31.1493 26.4605 25.0099 internal_count=86175 10358 1131 9227 9047 8654 256 393 329 82 266 8398 2141 6257 1397 605 792 696 4860 198 4662 141 593 249 1795 191 91 587 536 524 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=31 num_cat=0 split_feature=4 6 9 1 8 7 7 0 9 7 4 2 3 4 1 9 9 2 3 6 7 7 7 9 6 8 8 6 3 7 split_gain=1.69072 5.16788 11.1258 10.0204 7.62365 8.20138 7.03577 6.83844 6.45766 5.10148 7.70733 9.68958 7.56373 7.06686 10.6017 7.05 7.01263 5.87944 12.2207 7.13095 7.49518 5.59683 6.99036 7.13677 7.71842 5.16963 7.03963 12.2179 10.6829 10.1392 threshold=0.098001997917890563 51.073438644409187 1.1076380610466006 104.08095169067384 83.415621595000019 101.0102996826172 88.122100830078139 0.13259310275316241 1.0497827529907229 90.432712554931655 0.11800333112478258 4589.5473632812509 12.562700271606447 0.099062498658895506 94.196922302246108 1.1010892987251284 1.4366575479507449 8816.0419921875018 25.23499965667725 56.594217300415046 102.89816665649415 94.829181671142592 93.204734802246108 1.1259250044822695 52.576929092407234 75.139998530000014 75.01961497500001 57.514093399047859 262.00399780273443 98.913600921630874 decision_type=10 10 2 10 10 10 10 10 2 8 10 10 10 10 8 2 2 10 10 10 10 10 8 2 10 10 8 10 10 10 left_child=-1 2 3 6 -4 -6 7 -2 -5 10 11 16 -12 14 -11 -14 -3 25 -19 21 -21 22 23 -20 -25 26 -15 28 -28 -29 right_child=1 9 4 8 5 -7 -8 -9 -10 13 12 -13 15 17 -16 -17 -18 18 19 20 -22 -23 -24 24 -26 -27 27 29 -30 -31 leaf_value=0.00067526276605594485 -0.11883299074503779 0.065718825603948913 -0.091447789164690069 -0.021879872196943054 0.091138565320775466 -0.14578229144846458 -0.062076712547954695 0.1202749812670503 0.12515064059569231 -0.22148428074902959 0.060323139253060182 -0.068865957188072882 -0.010682434459229669 -0.0019638320366728505 -0.022665190131327801 -0.10980220057733565 -0.09566317273841729 -0.087215008853261583 -0.018138563440061008 0.10409508058547066 -0.043343701154429724 0.056304557045318442 -0.040547348531666999 -0.044608482813575046 0.12906854485412572 0.014911175647891276 0.12851960463750228 0.0047225785726270108 -0.1101717400201381 -0.11779706014727319 leaf_weight=8227.3312779597327 1.5946693363657711 19.789165275171403 28.610488273232477 4.4054583822144187 5.1401037054602048 2.0413706051185727 17.585218411579262 4.7856347299966728 9.2787065021693689 3.5033674302976552 4.6012535227928302 11.460792101919649 10.76979339122772 2088.6873701170261 11.439557822188362 21.502837237436324 3.1166592533700159 9.3236334403045458 13.419306963682176 20.458856776356701 4.1467919051647177 24.782798778731376 24.239687021821737 3.4324184395372859 10.054132301360367 179.76836235425435 6.2990102720214036 10.302928131073715 2.6697955504059792 19.611898367991671 leaf_count=69067 44 128 481 27 62 11 116 479 50 17 34 79 57 12649 83 132 28 62 74 94 29 130 117 24 55 1735 54 60 19 178 internal_value=0 -0.00226008 -0.0284061 0.00954338 -0.0683254 0.0237926 -0.0294398 0.0605132 0.0778159 -0.00149304 -0.0278694 0.00620116 -0.0596233 -0.000720437 -0.0692783 -0.0767247 0.0437605 -0.000296617 0.0223057 0.0324627 0.0792472 0.0173016 -0.00159749 0.0334927 0.0848666 -0.00137276 -0.00274867 -0.0449073 0.057467 -0.0756002 internal_weight=0 2576.82 73.4416 37.6497 35.792 7.18147 23.9655 6.3803 13.6842 2503.38 71.2405 34.3666 36.8739 2432.14 14.9429 32.2726 22.9058 2417.2 109.858 100.534 24.6056 75.9283 51.1455 26.9059 13.4866 2307.34 2127.57 38.8836 8.96881 29.9148 internal_count=86175 17108 1270 716 554 73 639 523 77 15838 458 235 223 15380 100 189 156 15280 585 523 123 400 270 153 79 14695 12960 311 73 238 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=31 num_cat=0 split_feature=9 8 9 8 8 6 9 3 2 8 9 1 9 8 6 8 9 8 3 4 7 8 1 6 9 7 4 5 7 0 split_gain=1.73267 16.9045 9.87796 33.4376 24.7596 14.6248 11.5538 12.9225 11.2571 10.5392 16.3626 20.2367 16.0144 21.2425 23.233 13.6858 13.9545 14.1502 13.662 12.9368 15.3704 14.6403 16.2178 13.8716 12.6822 13.2098 12.6246 12.2374 11.9759 11.2388 threshold=1.3758142590522768 71.513231495000014 1.391429126262665 73.498535265000015 81.947250455000017 54.174953460693366 1.3796529173851015 122.10000228881837 1037.2650146484377 73.869909720000024 1.4366575479507449 109.12834930419923 1.406809985637665 83.282422660000023 58.207023620605476 74.493741635000021 1.5271995663642886 88.556267855000016 8469.6948242187518 0.10998599976301195 102.59058761596681 74.751024620000024 93.620300292968764 55.804910659790046 1.6024157404899599 87.882106781005874 0.069995000958442702 2.4305000305175786 90.06866836547853 0.099210001528263106 decision_type=2 10 2 10 10 10 2 10 10 10 2 8 2 10 10 10 2 10 10 10 10 10 10 10 2 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 7 -6 -7 24 11 12 -11 14 -14 18 19 -18 -12 21 -21 22 -17 29 25 -4 -20 -27 -29 -24 right_child=1 2 9 4 6 8 -8 -9 -10 10 15 -13 13 -15 -16 16 17 -19 26 20 -22 -23 23 -25 -26 27 -28 28 -30 -31 leaf_value=-0.0005217906045649342 -0.10064697790703783 -0.12071105475751553 0.21329129231702298 0.12607098724153554 -0.070511136656124934 0.049786224044534373 -0.0052991468092466118 0.1397042056553621 -0.072354981470993271 0.018420982304317015 -0.03986956948063046 -0.10247371464293849 -0.1108280431321646 0.0028829459956234123 0.29991605845496155 -0.067191292928177021 0.00084253244998527647 -0.10566700671930751 -0.039286348770505714 -0.042796046163801962 0.047933078182024982 0.026956899646111723 0.053670009289507631 0.076788759952437224 -0.032816103396828444 -0.12919044419912371 0.13457074732183258 -0.066161136236360371 0.050088291857978723 0.29281754766800555 leaf_weight=9356.6165012810889 15.506719235854687 15.294270548969505 4.2575600668787947 37.621056608855724 3.7690262417309013 18.066590003669265 42.61157348449342 13.047215418890117 12.957789003849028 78.809185233199969 109.19470175728202 30.797417357156519 39.293733984231949 45.711632869148161 1.4271051958203305 4.9417935460805884 484.6912129977718 12.802932778140528 7.5598616860806969 50.854745760560036 29.505344612523913 199.12188765575411 2.7340307794511336 17.64013659954071 29.445720878662542 4.4230538643896571 9.3330554887652379 9.675600301474331 105.37051105499268 6.9873270988464355 leaf_count=68890 3894 136 22 207 71 86 432 70 89 543 896 909 628 400 11 23 3921 434 57 309 184 2579 22 108 399 33 55 67 655 45 internal_value=0 0.0032005 0.00432823 0.0292244 0.0625882 -0.0406808 0.0224001 0.0925886 -0.00122785 0.00154965 -0.00178312 -0.0280517 -0.0141811 -0.0439077 -0.0964331 0.0037224 0.00849694 -0.00189847 -0.0269225 0.0250842 -0.00948356 0.0370875 0.0995337 0.129646 0.026167 0.0402044 0.0567668 0.0340361 0.0403115 0.22556 internal_weight=0 1443.45 1427.95 143.368 97.0489 46.3186 59.4278 16.8162 31.0244 1284.58 1131.41 196.039 165.242 86.4325 40.7208 935.367 809.279 497.494 126.088 311.785 80.3601 231.425 32.3033 27.3615 153.172 123.727 16.8929 119.469 115.046 9.72136 internal_count=86175 17285 13391 1091 780 311 573 141 175 12300 11124 2491 1582 1039 639 8633 7625 4355 1008 3270 493 2777 198 175 1176 777 112 755 722 67 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=31 num_cat=0 split_feature=4 1 1 6 7 9 9 0 3 8 6 8 8 9 8 8 5 1 5 7 7 6 9 1 0 7 9 3 3 7 split_gain=1.64557 4.38991 8.57244 6.94896 8.34549 5.73799 8.02687 6.77927 6.33027 5.6487 8.837 7.82175 9.17526 8.49021 8.77355 7.93593 16.2543 7.99925 7.7433 7.16048 7.33377 6.72611 11.8103 6.67224 6.30277 6.10138 8.16176 5.94196 5.44383 5.71776 threshold=0.025646500289440158 211.64724731445315 162.71350097656253 52.404510498046882 87.72849273681642 1.0943974852561953 1.5024287104606631 0.29305000603199011 79.180000305175795 87.350006025000013 52.669942855834968 87.489998390000011 87.824652140000012 1.5335874557495119 88.435926750000007 88.172383900000014 2.7100449800491337 117.84069824218751 2.6399934291839604 87.959163665771499 86.278442382812514 51.740386962890632 1.521198630332947 139.81220245361331 0.1399999335408211 87.448143005371108 1.5776674151420595 183.43103790283206 9.1297502517700213 85.059902191162124 decision_type=8 10 8 10 10 2 2 10 10 10 8 10 10 2 10 10 8 8 10 10 8 8 2 10 10 10 2 10 10 10 left_child=1 2 5 -3 -5 -1 7 -7 -9 19 11 -11 24 18 15 -15 17 25 21 20 -8 22 -14 -12 -13 -17 27 -27 -20 -30 right_child=-2 3 -4 4 -6 6 9 8 -10 10 23 12 13 14 -16 16 -18 -19 28 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.076360092322971571 0.00019389321640550579 0.084870531425597431 -0.068084716205443971 -0.070210246425528977 0.028383392325738388 -0.051390195440476454 0.13566312953476772 -0.038786348511400059 0.095738152399644005 -0.11516381641574956 -0.085066982106099753 -0.016883647149116544 -0.074769730900263551 -0.054221449893137957 -0.1095456124823812 -0.10721682973690175 0.21203269763226193 0.10316579570216489 -0.08095515269323926 0.10282287511337534 -0.11543867763143256 -0.12005025914318473 0.12186463217123088 0.09143529911861481 0.1690857128585731 -0.028360135714974824 -0.12189008430045643 0.14365454881370474 -0.015905750934092071 0.070657653527817693 leaf_weight=8.1039329573104606 10446.406200451936 12.439271748531608 24.709391751210205 12.110250466503201 29.495196147821844 60.187217355967732 1.6916166438604729 7.2816979172639531 6.731867496855557 5.1827354039996854 18.304186861962084 2.6541490489616972 6.9664203971624392 20.618572671432048 10.097227142658083 7.1845757029950716 4.0790799334645262 5.4056981559842816 3.1710424832999697 11.323727044276891 3.7230120009626262 5.6665462851524344 5.4395485892891884 2.4255754393525413 5.81556168012321 3.7162491679191572 3.3068856149911872 4.3691170066595078 9.4223540481179935 40.126707182265818 leaf_count=138 80142 81 422 71 254 2590 18 181 271 63 252 31 34 436 309 59 29 40 18 150 82 30 32 29 43 17 30 24 49 250 internal_value=0 -0.00685781 -0.01177 0.0192921 -0.000314621 -0.00647904 -0.0091128 -0.0368051 0.0258368 0.00225907 -0.00339035 0.00544218 0.00997036 0.00337879 -0.0247141 -0.00711832 0.0274912 -0.00389661 0.0267036 0.0575952 -0.0369905 -0.0297833 0.011447 -0.0644146 0.110809 -0.0350509 0.0104609 0.064592 0.0460674 0.0541966 internal_weight=0 341.749 287.705 54.0447 41.6054 262.995 254.891 74.2008 14.0136 180.691 163.952 143.222 138.04 129.57 58.7774 48.6802 28.0616 23.9825 70.7926 16.7384 5.41463 18.0725 12.406 20.7298 8.46971 18.5768 11.3923 8.08537 52.7201 49.5491 internal_count=86175 6033 5627 406 325 5205 5067 3042 452 2025 1775 1494 1431 1357 944 635 199 170 413 250 100 96 66 281 74 130 71 41 317 299 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=31 num_cat=0 split_feature=9 8 8 6 1 8 0 7 6 3 6 5 8 9 9 1 0 0 7 0 7 3 0 8 2 5 4 5 3 9 split_gain=1.60191 5.64401 6.28412 5.23687 6.50293 8.04684 16.1216 6.00512 7.44781 8.2865 5.50691 4.81975 4.77387 14.4018 6.68766 14.6873 6.02812 5.11273 4.47766 4.34403 4.27845 4.21357 4.04068 7.60547 7.54508 6.16076 4.25878 3.9152 3.73951 3.64271 threshold=1.0116130113601687 49.976338770000005 49.091092425000006 59.289501190185554 129.5018005371094 44.077775450000011 0.32000008225440985 101.54062652587892 54.431970596313484 7.752199888229371 52.050189971923835 2.6327034235000615 42.537642925000007 1.0066126585006716 1.0099684596061709 83.523078918457045 0.11000006645917894 0.61000007390975963 102.00045776367189 1.2036499977111819 103.38414001464845 12.562700271606447 0.49205000698566442 41.376632000000008 47.444999694824226 2.6099965572357182 0.12600333243608478 2.599985003471375 0.6850000023841859 1.0132265686988833 decision_type=2 10 10 10 10 10 8 8 10 8 10 8 10 2 2 10 10 10 10 8 10 10 8 8 8 8 8 8 10 2 left_child=1 2 3 4 5 12 -7 8 10 -10 -6 27 14 -14 17 21 -17 18 22 -15 -3 -16 23 24 -1 -24 -26 -5 -27 -2 right_child=29 20 -4 11 7 6 -8 -9 9 -11 -12 -13 13 19 15 16 -18 -19 -20 -21 -22 -23 25 -25 26 28 -28 -29 -30 -31 leaf_value=-0.22011663743581936 0.028910094717477131 0.0047354414533221697 -0.12118778213485404 -0.038844735464194841 -0.040303710489416618 0.11384042705612554 -0.11123335215162905 0.10347666371228065 -0.16710167586915536 0.021322405007327978 0.09251520553112047 0.096095990362745076 -0.079530289349602448 -0.0098219539080843399 -0.077066186759652183 0.10247514467604091 -0.052069788893560412 -0.11121030254430778 0.11397833953104715 0.12992520018862844 0.097771688012005961 -0.28021443421663189 0.20619798965363714 -0.14669827284965883 0.010445067941843258 -0.10549067215805169 -0.12332379205213957 -0.13192168304385413 0.019883267568455858 4.0790047751536904e-05 leaf_weight=1.6073666733282141 43.890122482494917 12.183619134128095 5.176540032029151 30.663103601182229 4.4003073796629932 3.911476026987657 17.074158285977322 9.6117080301046354 4.0628087110817406 5.4849727153778085 10.743015585467218 2.3217303007841101 6.5515138618648079 2.8041943684220287 1.481241115223386 3.3971776664257041 9.8183738365769369 3.9892482068971722 3.5851974859833708 10.757615655660629 8.317190542817114 3.2859570073196664 1.7129851020872582 4.4060054272413245 34.431675136089325 2.5154774605471166 2.5567159838319631 5.3004950089380136 43.858028527349234 10481.859673071725 leaf_count=36 340 68 38 311 26 37 124 69 23 31 76 13 55 21 47 18 61 92 20 69 61 30 11 25 186 352 128 37 315 83455 internal_value=0 -0.00784472 -0.0122255 -0.00977661 -0.0030442 -0.0116252 -0.0692822 0.0364163 0.0103112 -0.0588565 0.053921 -0.0435478 -0.00277774 0.0422157 -0.010536 -0.0666217 -0.0123426 -0.000313587 0.00435926 0.101029 0.0424803 -0.217093 4.46966e-05 -0.0222276 -0.00801826 0.0199619 0.00119868 -0.0525629 0.0130825 0.000161169 internal_weight=0 256.01 235.509 230.333 192.047 157.744 20.9856 34.3028 24.6911 9.54778 15.1433 38.2853 136.759 20.1133 116.645 17.9827 13.2156 98.6627 94.6735 13.5618 20.5008 4.7672 91.0883 43.0018 38.5958 48.0865 36.9884 35.9636 46.3735 10525.7 internal_count=86175 2380 2251 2213 1852 1627 161 225 156 54 102 361 1466 145 1321 156 79 1165 1073 90 129 77 1053 375 350 678 314 348 667 83795 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=31 num_cat=0 split_feature=0 9 9 1 2 6 7 8 8 2 6 8 9 1 1 6 4 9 2 9 1 2 8 8 6 7 7 2 2 6 split_gain=1.56041 5.36768 14.8999 17.9026 10.8588 10.5218 7.19921 8.08582 11.9999 9.09188 7.52638 6.86432 9.06571 9.04053 10.7105 5.73086 5.42804 11.299 10.8732 8.84617 10.648 7.75743 7.50302 12.465 8.12903 7.70079 6.73998 7.85703 11.972 6.60034 threshold=0.20998344570398333 1.6201764941215517 1.5838068723678591 86.798252105712905 635.75497436523449 48.898498535156257 93.146469116210952 87.385966165000013 88.080442725000012 9734.2363281250018 54.137121200561531 87.785873745000018 1.6808274388313296 106.68192672729494 101.90145111083986 61.834878921508796 0.049060000106692321 1.558970093727112 69.795700073242202 1.5715809464454653 109.72610092163087 5296.0021972656259 51.797274035000008 52.371645130000012 53.796087265014656 96.977798461914077 87.639511108398452 31414.053710937504 3759.551635742188 57.23790359497071 decision_type=8 2 2 10 10 10 10 10 10 10 8 10 2 10 8 10 8 2 10 2 10 10 10 10 8 8 10 8 10 10 left_child=1 2 16 4 -4 -3 7 -7 10 -10 11 12 -9 14 -14 -5 19 -18 -19 21 -21 -1 -23 25 -25 -24 -22 28 -28 -26 right_child=-2 5 3 15 -6 6 -8 8 9 -11 -12 -13 13 -15 -16 -17 17 18 -20 20 26 22 23 24 29 -27 27 -29 -30 -31 leaf_value=5.77254601534101e-05 -0.0010276855879325457 -0.10546474260331451 0.11987088122086781 -0.09504625140890692 -0.10680205159381764 0.046257869243522487 0.073736702059890594 -0.093254752259165019 -0.038888445001139221 0.1487880630824242 -0.14674850759228689 -0.084604102439874235 0.035653015286545013 0.079729622890411078 -0.11525332818867683 0.13362519727308486 0.0040492776400047397 0.1471807782540554 -0.064224756795741772 -0.121457693780446 -0.026672948075085263 -0.094357454901037544 0.027171522027123304 -0.0280768568500116 0.025670877841415057 0.1787206066671472 0.15606857319593814 0.20910928056390665 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65.631410680000002 65.243336400000018 1.0333229303359988 2.5500099658966069 62.405439376831062 1.0148731470108034 977.59631347656261 2.5273933410644536 210.43499755859378 1.0828325152397158 56.807741540000009 61.931032750000007 51.555000305175788 75.540901184082045 1.096052408218384 55.52289009094239 52.69920730590821 75.064407355000014 2.6485567092895512 96.776599884033217 91.41662979125978 0.13167417049407962 75.139998530000014 0.14186333864927295 decision_type=10 8 10 2 2 10 8 10 2 10 10 2 10 10 10 2 10 10 10 10 2 10 10 10 10 8 10 10 10 8 left_child=-1 2 5 -4 -5 6 7 8 9 11 -11 -2 -9 14 -6 22 -17 18 -18 -19 21 29 -10 24 25 -8 -26 -28 -25 -20 right_child=1 -3 3 4 13 -7 23 12 15 10 -12 -13 -14 -15 -16 16 17 19 20 -21 -22 -23 -24 28 26 -27 27 -29 -30 -31 leaf_value=0.00046724688006833737 -0.050112269342754506 -0.10726015957861357 0.055065383502009901 -0.088371225248181473 0.0050279362382151579 -0.03967069380311844 -0.059412182352557442 0.16114609386035358 0.081760136182508769 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56.204205411020666 57.535325593780726 8.1749747246503848 leaf_count=75742 220 235 628 170 587 492 641 72 144 493 36 135 24 2107 431 289 126 61 38 575 346 42 782 21 118 660 86 247 593 34 internal_value=0 -0.0030025 -0.002604 0.00598152 0.00196225 -0.0076425 -0.0042236 0.005994 0.0024139 -0.0341274 -0.0690091 0.0155302 0.107756 0.00576826 -0.0162656 0.0098571 -0.00365106 0.0124002 0.032164 -0.0166104 0.0530045 -0.00768256 0.0279873 -0.0174313 -0.0241927 -0.0355019 0.00677482 0.0211719 0.0179891 -0.0622205 internal_weight=0 1533.9 1528.06 565.113 522.341 962.944 870.067 490.564 473.892 80.1935 47.105 33.0886 16.6721 501.223 144.688 393.698 225.607 191.89 114.135 77.7551 91.9618 27.0643 168.091 379.504 318.673 233.426 85.2466 74.6704 60.8305 17.0673 internal_count=86175 10433 10198 3923 3295 6275 5783 3417 3321 884 529 355 96 3125 1018 2437 1511 1222 586 636 460 114 926 2366 1752 1301 451 333 614 72 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=31 num_cat=0 split_feature=0 2 8 9 8 9 9 4 8 1 8 6 0 5 8 6 8 2 7 9 5 9 7 8 8 1 5 5 0 5 split_gain=1.5733 2.74291 2.77871 1.53291 15.1719 9.31018 10.7604 21.9059 27.2198 17.5578 14.6074 19.263 18.3608 18.0926 17.2506 22.2766 14.9232 13.4368 12.5382 24.7236 12.6203 20.2125 12.2317 11.1056 32.303 14.2039 13.833 13.004 11.0848 11.0281 threshold=1.7934499979019167 21.717584609985355 72.513157530000015 1.3758142590522768 71.513231495000014 1.3009637594223025 1.310455918312073 0.071003500372171416 84.859308435000017 112.89480209350587 84.718582635000018 58.665687561035163 0.040049999952316291 2.8502999544143681 82.483280285000021 61.834878921508796 82.915767860000017 3759.551635742188 96.574840545654311 1.3491482734680178 2.5001499652862553 1.3642726540565493 87.448143005371108 83.673071915000023 83.507371530000015 86.223232269287124 2.6498100757598881 2.6300150156021123 0.32000008225440985 2.4904099702835087 decision_type=10 10 10 2 10 2 2 10 10 10 10 8 8 8 10 10 10 8 10 2 8 2 10 10 10 10 10 8 8 10 left_child=3 2 -2 5 -5 -1 7 8 -7 -10 11 18 -13 -12 15 -14 17 -16 23 -20 -21 -22 -9 24 -8 26 -26 -27 -18 -17 right_child=1 -3 -4 4 -6 6 10 22 9 -11 13 12 14 -15 16 29 28 -19 19 20 21 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.000429500049742445 -0.10500073287645827 -0.081008458877160044 0.078375051947272706 -0.10058873565394118 0.0041059361736642524 -0.11329203528581032 -0.017815603820330275 0.25320808134532397 0.080531019592320341 -0.080354852534669258 -0.10069126410695575 0.25407490322359089 -0.086460764233313891 0.084469615239010434 0.081148011818546431 0.30540328956565005 -0.092865126497088168 -0.10698192058150457 0.019851301186464224 0.32435261970223039 0.21386144918663974 -0.12458467185706382 0.0042853371068710287 -0.085220505480413697 0.077476958548185149 0.134130389512475 0.28520083383378098 -0.070833101114713415 -0.015859536357987449 0.025576171886495264 leaf_weight=8652.3060219087274 1.1643271230423105 6.191814817226259 2.8466710112988949 13.979566199646795 1403.9246430365019 51.518986294890055 113.47791865584441 2.0610122476646202 15.443066120613368 12.096375479828565 6.3203151871566652 2.3033395116217434 71.890764053794555 31.974590770900249 24.646717548370365 1.828146869316696 21.220062324777246 4.48776090145111 57.269490072969347 3.9350942969322178 5.5479710465297103 2.5875756540335715 46.783455791301094 15.158356249332426 6.4265664368867892 6.1484407186508152 6.3969229944050312 6.2339867949485788 156.97952338051982 6.1337056593038142 leaf_count=60519 106 220 25 3860 13328 524 1297 89 219 95 1340 39 1836 152 103 11 152 26 495 22 37 33 428 70 29 27 37 32 894 130 internal_value=0 -0.0392771 0.0251441 1.02228e-05 0.00307372 -0.000455286 -0.011732 -0.0378623 -0.0703916 0.00986379 -0.00566607 -0.0101162 -0.027136 0.0539101 -0.0293915 -0.0688835 -0.0141815 0.0521692 0.0119602 0.0472649 0.17733 0.106216 0.0147887 -0.00395237 0.00493036 0.107333 0.181099 0.0309406 -0.0250294 0.0898282 internal_weight=0 10.2028 4.011 10749.1 1417.9 9331.18 678.87 127.903 79.0584 27.5394 550.967 512.672 289.49 38.2949 287.187 79.8526 207.334 29.1345 223.182 69.3401 12.0706 8.13555 48.8445 153.842 138.684 25.2059 12.8235 12.3824 178.2 7.96185 internal_count=86175 351 131 85824 17188 68636 8117 1355 838 314 6762 5270 3191 1492 3152 1977 1175 129 2079 587 92 70 517 1492 1422 125 66 59 1046 141 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=31 num_cat=0 split_feature=8 9 9 8 4 8 8 7 5 6 9 8 8 8 1 1 8 0 1 8 9 8 9 8 2 8 5 1 1 1 split_gain=1.59649 8.08264 41.0168 8.11413 16.5889 9.29839 8.4052 7.67254 9.11144 7.48445 9.24771 9.93343 8.86266 8.12492 14.0724 7.45667 7.32699 8.90891 11.2191 8.59025 20.0009 8.28234 15.496 20.3736 15.3111 13.2594 9.03717 7.56065 7.15803 7.07399 threshold=86.904427585000022 1.5024287104606631 1.1426048278808596 87.182795360000014 0.039905000478029258 86.991949630000008 87.238997570000009 87.882106781005874 2.4400500059127812 47.178262710571296 1.5271995663642886 87.952414245000014 88.556267855000016 88.902841900000013 139.81220245361331 91.284999847412124 87.489998390000011 0.16989340633153918 98.433982849121108 88.27951542000001 1.546302378177643 87.646428600000021 1.5962566137313845 87.952414245000014 5296.0021972656259 88.114945425000016 2.5699650049209599 111.22568511962892 157.25249481201175 114.56774902343751 decision_type=8 2 2 10 10 10 10 10 10 10 2 10 10 10 10 10 10 10 10 10 2 10 2 10 10 10 10 10 10 10 left_child=-1 2 7 4 5 -3 -5 -2 -9 -8 11 -11 15 28 -15 -12 -17 19 -19 -18 -21 -20 23 -23 25 -25 -27 -28 29 -13 right_child=1 3 -4 6 -6 -7 9 8 -10 10 12 13 -14 14 -16 16 17 18 21 20 -22 22 -24 24 -26 26 27 -29 -30 -31 leaf_value=0.00027812924515183563 0.044788321413628651 -0.11901191337366386 -0.1017305126037767 0.062700124897436635 -0.13191229490831655 0.090834639704255593 -0.095088909004601818 0.082308865693132879 -0.019959123289248162 -0.13004373872234681 0.073835271424760832 0.019911945239532335 -0.10518861365031701 -0.078715960438069638 0.063884567390829303 -0.029666561115547014 -0.036083369219904363 -0.074468138893858976 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26.5758 16.0329 10.3815 12.1123 19.5657 14.1856 9.04008 16.6303 15.8501 11.2927 24.4442 12.7408 threshold=12.087590217590334 -0.006449999986216425 69.472333410000019 86.278442382812514 87.72849273681642 1.2375842332839968 150.86499786376956 0.046223001554608352 98.433982849121108 0.029636000283062462 0.46677000820636755 51.48481750488282 1.6024157404899599 78.435385745000019 83.758449285000026 0.90049999952316295 1.1442847251892092 1.0895128250122073 0.50554999709129345 57.860806910000001 72.910438015000011 1.0760917663574221 1.0727607607841494 0.086001999676227583 1.1912651062011721 1.1777723431587221 0.10502399876713754 1.2644609808921816 1.27454149723053 2.7147166728973393 decision_type=10 8 10 8 8 2 10 8 10 10 10 8 2 8 10 10 2 2 8 10 10 2 2 8 2 2 10 2 2 8 left_child=1 2 -1 5 6 -3 -5 8 -6 10 -10 -9 13 15 -15 16 17 20 19 -19 21 22 -13 -23 25 -18 -27 -26 -29 -30 right_child=-2 3 -4 4 7 -7 -8 11 9 -11 -12 12 -14 14 -16 -17 24 18 -20 -21 -22 23 -24 -25 27 26 -28 28 29 -31 leaf_value=-0.10157514044727967 0.00045835979768367273 0.16898279219969981 0.050917424274893631 -0.07685323582757414 -0.035853184434637642 0.0094315565468895603 0.077709917922604413 0.010425784864535412 -0.075781648526816223 0.066906085093348708 0.041614985605730515 -0.006246370273551979 -0.064338917755259073 -0.051501236969201995 0.0023767804433253393 -0.062212289811816972 0.0046245921171768805 -0.085599177077353705 -0.098106943580130779 0.080387521264479622 0.073611612969585863 0.15620276895020679 0.091204201315569444 -0.10169715164165333 -0.03146521674446922 0.11560888600701494 0.0053991865260303272 0.1090100905489863 0.023918602947351396 -0.042785448716125607 leaf_weight=10.119221309083512 9263.8751832309426 4.4868757403455666 3.0431248294189563 25.705190506880175 15.422691011102868 11.175762402592225 2.7568994238972655 227.42677935335087 9.111558813601734 37.963443898712285 9.9680677952710521 416.20318487475015 22.773913439130411 70.3883981648396 79.149416446685791 22.428146209858824 93.038606254383922 8.5429379642009753 45.423915712162852 18.252121290192008 17.360318743623793 2.3747980892658234 21.675819870084524 20.926953142508868 80.021908368915319 34.412513431161642 21.020594961941242 23.361139409244061 71.32850922527723 47.839880280895159 leaf_count=63 72900 52 31 275 174 84 19 2628 157 489 128 2942 237 502 811 317 613 37 840 103 128 11 130 208 470 300 108 146 652 620 internal_value=0 -0.00312015 -0.066319 -0.00255061 -0.00317596 0.0551382 -0.0618819 -0.0019963 0.0236162 0.0396949 -0.0144483 -0.00337732 -0.0061889 -0.00497811 -0.0229839 -0.00212647 -0.000664503 -0.00875627 -0.0515159 0.0274668 -0.0023032 -0.00516087 -0.00142239 -0.0754133 0.0113472 0.030458 0.0738167 -0.00140228 0.0154763 -0.00285959 internal_weight=0 1473.7 13.1623 1460.54 1444.88 15.6626 28.4621 1416.42 72.4658 57.0431 19.0796 1343.95 1116.52 1093.75 149.538 944.211 921.783 550.76 72.219 26.7951 478.541 461.181 437.879 23.3018 371.023 148.472 55.4331 222.551 142.53 119.168 internal_count=86175 13275 94 13181 13045 136 294 12751 948 774 285 11803 9175 8938 1313 7625 7308 4399 980 140 3419 3291 3072 219 2909 1021 408 1888 1418 1272 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=31 num_cat=0 split_feature=8 8 4 0 9 7 2 2 2 3 3 2 1 9 6 0 7 9 7 3 7 9 9 8 9 9 9 9 2 6 split_gain=1.64605 7.08369 7.81588 7.13566 14.8421 6.77724 8.46915 7.90049 5.51319 13.979 8.78885 12.6435 10.0974 9.60302 9.13782 10.6236 8.07333 12.0537 9.62313 8.77238 8.66752 7.91297 7.66596 7.6032 7.60453 11.0941 16.3 13.8732 9.07122 7.44289 threshold=37.490001645000007 40.321323380000003 0.18784166872501376 0.077029999345541014 1.048164486885071 96.436347961425795 2349.1650390625005 69.795700073242202 1681.7199707031252 202.79999542236331 318.92500305175787 5296.0021972656259 99.708000183105483 1.0811170935630801 53.366773605346687 0.094338413327932372 96.977798461914077 1.096052408218384 93.435150146484389 183.43103790283206 97.497509002685561 1.079471290111542 1.0943974852561953 27.513094805000005 1.0365875959396365 1.0415483117103579 1.0465513467788699 1.0580517053604128 126.94260025024415 50.41822814941407 decision_type=10 10 10 10 2 10 10 10 8 10 10 10 10 2 10 8 8 2 10 10 8 2 2 10 2 2 2 2 10 10 left_child=8 2 3 5 -5 6 7 -2 16 -10 11 29 -13 -12 -15 -16 17 22 -19 23 -21 -22 -1 24 -18 -26 -27 28 -28 -11 right_child=1 -3 -4 4 -6 -7 -8 -9 9 10 13 12 -14 14 15 -17 19 18 -20 20 21 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.010424210344443845 -0.036825609831818068 3.5113153183734686e-05 -0.10714084949134971 0.0019476811878002438 0.10744766942852553 0.096596151495890251 -0.072450771346813284 0.15868615717916956 -0.057616810059870564 -0.092163510751654784 0.00040522880648800636 0.027511751521528866 -0.11142507849309712 -0.099560003628818616 0.18648829873422196 -0.044194785841318286 -0.084537181993409038 0.13681450028607972 0.022220325085972964 -0.17728956466293466 -0.0073436038238483175 -0.098810255652979573 -0.10499957056474794 0.047316928735052 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50.359931945800788 1.1076380610466006 60.182958530000008 113.47620010375978 94.31333160400392 0.37481330335140234 197.68679809570315 105.28884506225587 0.31274999678134924 2.4801000356674199 0.082872498780488982 62.405439376831062 2.6882050037384038 1.2342023253440859 2141.599975585938 196.00000000000003 48.197255490000011 159.09695434570315 97.585292816162124 105.58964920043947 1.1946979165077212 1.2012907266616824 1.2112911343574526 1.2476399540901186 1.2677250504493716 82.483280285000021 1.2276334166526797 1.2459819912910464 1.2259938120841982 decision_type=10 10 2 10 10 10 10 8 10 8 8 10 8 10 2 10 10 10 10 10 8 2 2 2 2 2 10 2 2 2 left_child=7 2 3 5 -4 -2 -5 8 9 13 -11 12 20 15 -15 16 17 18 19 -1 -10 -12 -23 -24 26 -26 27 29 -28 -25 right_child=1 -3 4 6 -6 -7 -8 -9 11 10 21 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 23 24 25 -27 28 -29 -30 -31 leaf_value=0.057750163943156185 -0.018317849917679107 -0.0013657384495158569 -0.027859665137141304 0.10792387228011187 -0.13007691736869453 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is_linear=0 shrinkage=0.1 Tree=203 num_leaves=31 num_cat=0 split_feature=9 3 5 9 9 3 9 9 8 9 1 4 7 3 9 7 3 3 9 0 1 0 4 8 3 1 2 7 9 0 split_gain=1.51037 2.63198 1.52374 10.5323 12.0174 11.5044 10.3301 7.70909 7.22636 16.5151 10.4744 9.9555 8.09778 10.6588 7.46558 6.94441 7.78481 6.74005 8.8671 8.66248 6.63923 7.29934 6.4594 6.9892 10.3428 8.55926 7.67383 9.31993 8.80486 6.39957 threshold=1.0016464591026308 4.6003799438476571 2.7300167083740239 1.0695490241050722 1.0432021617889407 145.18714904785159 1.2924330830574038 1.2905700802803042 65.631410680000002 1.162797808647156 111.7962989807129 0.042805001139640815 86.067459106445327 66.740806579589858 1.1560110449790957 88.89941787719728 100.03596115112306 183.43103790283206 1.1408789753913882 0.46015000343322759 122.49349975585939 0.069205000996589675 0.19435833394527438 59.86349009500001 262.00399780273443 113.76994705200197 3759.551635742188 91.98459625244142 1.1861543059349062 0.46677000820636755 decision_type=2 10 10 2 2 10 2 2 10 2 10 10 10 10 2 10 10 10 2 8 10 10 10 10 8 8 10 10 2 8 left_child=1 -1 -2 4 -4 15 7 8 9 11 -10 12 -5 -14 20 -6 -17 -15 19 -19 21 -13 23 24 25 26 28 -28 -11 -8 right_child=2 -3 3 6 5 -7 29 -9 10 22 -12 14 13 17 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.10954799003378368 -0.00027536748885390359 0.038561788254903639 0.019547119341031566 -0.085116275724791746 0.075643528257209741 -0.091058963285396519 -0.047475683389819473 0.13729069967420124 0.018546209516851427 0.1317161901996686 0.088097530313051578 0.15248496420733668 0.13509953223972457 -0.069827863378479779 0.13438557900920159 -0.13499396313624168 0.027734611197091148 0.054549258357456831 -0.11422243345460753 -0.10246908679873774 -0.030000832451437989 0.039221667324838859 0.099133632339502537 -0.053021500469545436 0.17190229248639702 0.16522240218874767 -0.078093693676161355 0.14196488181185904 -0.012315825278038582 0.11879478145549899 leaf_weight=3.2151970137638264 10165.514349109726 1.914105157004087 34.864179133845028 10.453732337802647 8.1310880676610413 34.110503467731178 37.412370249483502 5.1846081912517539 89.203913671546616 5.2314313799142864 28.593901053071022 6.1511446237564078 6.1383662521839133 11.990414343774317 8.6433266773819906 5.2700958297355083 6.6486046273494139 28.1846865490079 4.5458112284541121 4.0138846859335819 12.693665906786917 75.881413619965315 4.2026919424533835 54.431960636749864 3.183267179876565 2.5623747594654551 24.169254405424002 2.0910929590463629 22.492814671248198 2.4675137025769791 leaf_count=297 77317 43 901 50 74 511 3445 29 1028 24 184 35 44 74 41 95 45 189 47 20 75 423 20 613 24 16 287 11 118 95 internal_value=0 -0.0542778 -6.52786e-07 0.00518095 -0.0262461 -0.0557242 0.0113993 0.0161248 0.0145731 0.00601479 0.0354289 0.0261063 -0.00445202 0.0109151 0.0454183 0.00439055 -0.0442191 -0.00472648 0.0165174 0.0349753 0.0373005 0.0477146 -0.0226201 -0.0271022 -0.00348208 -0.0133552 -0.0218314 -0.0605706 0.0148623 -0.0371879 internal_weight=0 5.1293 10704.5 538.948 89.0245 54.1603 449.924 410.044 404.859 287.061 117.798 168.696 65.3269 54.8732 103.37 20.0498 11.9187 48.7348 36.7444 32.1986 94.7262 82.0326 118.365 114.162 59.7302 56.547 53.9846 26.2603 27.7242 39.8799 internal_count=86175 340 85835 8518 1626 725 6892 3352 3323 2111 1212 998 424 374 574 214 140 330 256 209 533 458 1113 1093 480 456 440 298 142 3540 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=31 num_cat=0 split_feature=6 6 9 1 5 3 4 9 9 0 0 7 1 3 5 7 8 8 5 9 3 9 7 0 7 7 5 5 3 7 split_gain=1.43342 7.11178 7.81465 6.89317 6.86626 8.94439 6.52615 7.04246 12.6159 5.34682 11.4092 9.0394 9.52133 8.23807 7.46514 6.79116 8.09005 10.8094 8.57624 8.78971 7.57583 10.4982 6.89001 6.80538 6.779 6.74663 7.0047 6.74922 6.44293 6.02035 threshold=61.314634323120124 59.754011154174812 1.6643133759498598 51.555000305175788 2.671319961547852 11.237450122833254 0.055514499545097358 1.1243017911911013 1.0695490241050722 0.24000012129545215 0.2547632902860642 99.411361694335952 102.86154937744142 339.02232360839849 2.5800232887268071 107.00885391235353 41.376632000000008 70.393947905000019 2.5600099563598637 1.1259250044822695 16.234395027160648 1.1710925102233889 106.59830856323244 0.67223000526428234 96.909748077392592 108.04341888427736 2.6300150156021123 2.6658649444580083 15.835000038146974 99.809799194335952 decision_type=10 10 2 10 10 10 10 2 2 10 10 8 10 10 8 10 10 10 10 2 10 2 8 10 10 10 10 10 10 8 left_child=1 -1 6 -2 -5 -6 7 8 -3 11 -11 12 13 24 -15 16 -12 29 19 -19 23 -22 -21 -17 -8 26 -13 -28 -27 -18 right_child=3 2 -4 4 5 -7 9 -9 -10 10 15 25 -14 14 -16 20 17 18 -20 22 21 -23 -24 -25 -26 28 27 -29 -30 -31 leaf_value=0.00024850830354967898 -0.054184900538203844 0.089477614445222634 -0.14168920281995992 0.013495897313844415 0.068204526064931645 -0.089292504107426882 0.015450942410409001 0.07547281926444771 -0.10133934865403892 -0.1608940667236626 0.044019912736323698 0.0058226404905117844 -0.096023859595261232 0.15694847028296322 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23 80 84 12 36 132 81 56 60 38 58 26 61 61 75 263 internal_value=0 -0.000234223 -0.014448 0.00640881 0.00980132 -0.0487243 -0.012644 0.0312393 -0.0204836 -0.0170741 -0.0326639 -0.00582599 -0.0423695 -0.00613403 0.0727289 -0.0257015 -0.0398376 -0.0506355 -0.00280852 -0.0263433 0.0139327 -0.0276904 -0.0457475 0.0710496 -0.0418695 0.00813974 0.0162526 0.0752128 -0.0567543 -0.0791891 internal_weight=0 10364.9 340.453 335.327 317.549 18.8557 335.694 30.7815 14.1895 304.912 127.793 177.119 48.9732 29.2316 9.11537 121.211 89.3451 79.153 29.59 24.8425 31.8663 18.4333 22.4531 13.433 20.1163 128.146 113.906 17.1211 14.2403 49.563 internal_count=86175 83427 2290 2748 2289 184 2266 211 92 2055 967 1088 295 169 55 924 669 587 240 204 255 137 192 118 114 793 692 122 101 347 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=31 num_cat=0 split_feature=9 8 8 6 1 8 0 4 9 8 2 9 6 9 5 3 1 7 9 4 1 0 5 8 8 7 4 6 7 3 split_gain=1.46701 4.62588 5.67382 4.5352 4.68129 6.10786 15.5889 5.73347 4.12571 6.13659 3.78025 7.67127 6.84288 6.16557 6.68633 5.34927 5.29861 9.80468 5.06646 4.98956 5.88599 4.69925 4.45785 5.42084 4.33925 3.55793 4.48822 4.21331 5.75709 5.11886 threshold=1.0116130113601687 49.976338770000005 49.091092425000006 61.122201919555671 129.5018005371094 44.077775450000011 0.32000008225440985 0.11567999795079233 1.0066126585006716 47.108760685000007 282.41656494140631 1.0099684596061709 56.852272033691413 1.0049744844436648 2.6266250610351567 339.02232360839849 83.230804443359389 101.85602951049806 1.0066126585006716 0.091664999723434462 93.03079986572267 0.27005000412464147 2.5699650049209599 40.878328720000006 41.376632000000008 88.570766448974624 0.048806499689817436 54.137121200561531 99.113479614257827 7.752199888229371 decision_type=2 10 10 10 10 10 8 10 2 10 10 2 8 2 10 8 8 10 2 10 10 8 10 8 8 10 10 10 10 8 left_child=1 2 3 4 5 7 -7 10 9 -5 11 12 -1 21 19 -16 -13 -18 22 20 -15 -12 23 -14 -23 -6 -27 -28 29 -29 right_child=-2 -3 -4 8 25 6 -8 -9 -10 -11 13 16 18 14 15 -17 17 -19 -20 -21 -22 24 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.080451022539359054 0.00015690487093222318 0.038734506868024259 -0.1190920819841141 -0.11102530447916988 0.085699625028946638 0.10285549043104809 -0.1062655312576621 -0.065517726155470399 -0.081455078679476212 0.11029153658510682 -0.12286159496198396 -0.15901357847465125 0.018232628502573095 0.090103360663740126 0.056097008335781552 -0.084726130601775418 0.056363027900402388 -0.1493563004686532 0.051227645839571137 0.18022437190215643 -0.031235779414863551 0.076141108016037545 0.08845686307025373 -0.057489737145302526 -0.11452032307267124 -0.070257856525487647 0.091596022395925042 -0.1446970681517846 0.073105779391577516 0.0074635495510555275 leaf_weight=8.7115908401901816 10446.661964277897 19.8474006280303 4.8061688840389243 2.0866622197354472 8.1355255395174009 4.5234257098054513 16.8182473659399 14.019553798323612 14.881890994496642 3.1353137554833665 4.280372988432644 5.0774387270212147 19.844942020063172 13.967688769102102 5.0445613861083958 5.7973356992006311 5.3727570250630379 4.0731382668018341 23.381976757198572 3.8270030915737143 5.6008004769682875 3.8194759152829647 4.4036447927355757 18.055758738541044 1.7363317531999198 5.5218860935419825 7.5318086724728373 3.5104372687637815 6.537839598953723 5.9722760766744623 leaf_count=52 83795 129 38 92 72 40 136 491 82 46 32 29 289 83 24 36 38 22 150 18 39 30 27 162 50 35 49 19 37 33 internal_value=0 -0.00758963 -0.0115788 -0.00928908 -0.00485579 -0.0119503 -0.0619418 -0.00469316 -0.0546203 0.021855 0.00171862 -0.0101508 0.00282648 0.0256659 0.0457134 -0.0192034 -0.0766288 -0.0323446 0.0138711 0.0757971 0.0553742 -0.0441146 -0.0067762 -0.0178412 0.0165545 0.0272433 0.0108861 0.0299105 0.000909972 -0.0488653 internal_weight=0 250.323 230.476 225.67 205.566 168.356 21.3417 147.014 20.1039 5.22198 132.995 88.9212 74.3979 44.0736 34.2374 10.8419 14.5233 9.4459 65.6863 23.3955 19.5685 9.83618 42.3043 37.9007 5.55581 37.2098 29.0742 23.5524 16.0206 9.48271 internal_count=86175 2380 2251 2213 1993 1748 176 1572 220 138 1081 769 680 312 200 60 89 60 628 140 122 112 478 451 80 245 173 138 89 52 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=31 num_cat=0 split_feature=5 6 9 9 1 7 8 2 7 5 3 0 7 9 8 5 7 9 8 4 9 9 4 4 7 5 1 8 1 1 split_gain=1.91431 1.43514 9.78086 17.8265 7.94978 9.5456 7.32897 8.26096 8.34623 9.89942 7.08583 6.9539 6.66665 6.57682 9.33751 13.2856 11.3863 9.22152 12.2976 9.77897 9.1226 11.673 9.65519 7.50211 6.98741 11.0304 14.3598 7.42848 7.95691 6.95677 threshold=1.9605000019073489 51.514183044433601 1.0711222887039187 1.063004791736603 109.43389892578126 97.13147354125978 50.568756935000003 1188.1757812500002 94.200740814208999 2.7199048995971684 102.1347999572754 0.082314997911453261 92.152797698974624 1.0911181569099428 77.190249095000013 2.7140200138092045 84.420028686523452 1.1946979165077212 66.889917430000011 0.030594499781727794 1.1844688057899477 1.1777723431587221 0.04389650002121926 0.039905000478029258 94.363582611083999 2.5890133380889897 92.450927734375014 83.673071915000023 96.87884902954103 42.885000228881843 decision_type=8 8 2 2 10 8 10 10 8 8 8 10 8 2 10 10 8 2 10 8 2 2 10 10 10 10 8 10 10 10 left_child=-1 2 3 4 5 6 7 8 9 10 -2 -6 -9 29 15 16 -15 20 -19 -20 21 22 -17 -16 27 -26 -27 28 -25 -4 right_child=1 -3 13 -5 11 -7 -8 12 -10 -11 -12 -13 -14 14 23 17 -18 18 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=-0.11772021037143168 -0.13334134669996989 0.0003897033035913634 -0.12608496690321347 -0.1132757958453238 -0.06646232838497601 -0.14260059462125801 -0.098922291740919863 -0.018321918307225234 0.16157035629601102 0.11129459915805728 0.029712582867396888 0.036349211701809027 -0.1406207347382826 0.19385472301409276 -0.0041631822031408111 -0.002602587398855067 -0.028672421748209928 -0.044810507457396183 -0.15473383367263743 0.039545296935293878 0.12873256405153385 -0.080408179038692185 0.069547513803421071 0.096637706016635933 -0.1198772718533125 0.042015537496004715 -0.14119565308117052 0.01997957048599544 -0.015168257821934908 0.027430395801658139 leaf_weight=1.3817182478742314 5.15831193258055 9568.5541056105285 3.0359300135169169 20.955035723804031 7.9251343058422199 7.302467069530393 10.304955171071922 25.938502814620737 4.5464403480291358 6.01815491169691 5.5143316648900518 38.724700058752205 5.382053665816783 2.3192267856793469 225.21101248046034 36.546565875411034 269.04321007989347 55.327891444787383 2.772560752928257 39.529426145832986 8.5391278192400915 10.133382976055143 37.660440310835838 28.638813562691212 7.9394805899355552 26.194444959983233 5.1130992593243709 111.41338836727664 8.1842689514160138 106.67105295578949 leaf_count=142 33 74300 93 276 66 92 205 168 24 36 37 253 33 15 2807 275 2528 1719 18 297 80 85 276 136 61 216 28 1090 39 747 internal_value=0 -7.05693e-06 -0.00339055 -0.0283459 -0.0131106 -0.0343819 -0.0218106 -0.00669139 0.0414549 0.00873637 -0.0490948 0.018883 -0.0393375 0.000102491 -0.00279266 -0.0125599 -0.0267706 0.0076818 -0.0137773 0.0268118 0.0302384 0.0202663 0.034014 0.00813849 0.0229156 -0.0146033 0.0120938 0.0328491 0.0717878 0.0231822 internal_weight=0 10690.6 1122.04 137.77 116.815 70.1652 62.8628 52.5578 21.2372 16.6908 10.6726 46.6498 31.3206 984.273 874.566 461.872 271.362 190.509 97.6299 42.302 92.8795 84.3404 74.207 412.695 187.483 39.247 31.3075 148.236 36.8231 109.707 internal_count=86175 86033 11733 1223 947 628 536 331 130 106 70 319 201 10510 9670 5293 2543 2750 2034 315 716 636 551 4377 1570 305 244 1265 175 840 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=31 num_cat=0 split_feature=8 8 5 8 7 9 8 9 7 8 6 9 4 5 9 9 5 9 9 1 9 6 2 7 5 4 1 9 7 1 split_gain=1.55458 16.2214 24.5682 17.1184 14.4525 16.4865 13.8584 44.0917 21.0892 11.8029 12.0826 11.1367 20.2587 10.3119 9.83519 16.3525 14.066 18.8206 13.8801 25.4138 12.9534 11.8812 11.2069 10.8266 9.56387 11.5562 13.6054 9.27386 10.6544 21.2555 threshold=73.722831840000012 73.430923220000025 2.599985003471375 73.35557599000002 98.310241699218764 1.3131380677223208 73.93013833000002 1.2712075710296633 97.13147354125978 73.869909720000024 56.477449417114265 1.32133424282074 0.069995000958442702 2.6000032424926762 1.2526250481605532 1.27454149723053 2.4702500104904179 1.1912651062011721 1.2610664963722231 120.1243019104004 1.28161096572876 58.876743316650398 749.58267211914074 101.26604461669923 2.4904099702835087 0.099994499236345305 124.70980072021486 1.2797898054122927 94.423061370849624 94.790111541748061 decision_type=8 10 10 10 8 2 8 2 8 10 8 2 10 8 2 2 8 2 2 10 2 10 10 8 10 10 10 2 8 10 left_child=1 3 14 -1 5 13 7 -2 11 10 -10 12 -9 -5 16 18 -3 23 19 21 -17 -16 -19 -18 -22 26 -26 -4 -29 -30 right_child=6 2 27 4 -6 -7 -8 8 9 -11 -12 -13 -14 -15 15 20 17 22 -20 -21 24 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.00042696372028985644 -0.087690523730329914 -0.080433658269463582 0.1087531332778595 0.12732243756012251 -0.10461912582568314 -0.10360188968695208 -0.00048814887653248374 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12.468184273689983 5.4745716229081154 6.2823227867484066 5.8394802063703537 3.7637227401137352 leaf_count=45483 446 38 202 43 161 92 38074 26 33 74 131 249 22 31 34 56 28 104 133 60 208 34 81 40 53 64 59 65 28 23 internal_value=0 0.000932437 0.0261541 -4.62545e-05 -0.0572289 0.00150665 -0.00154724 -0.0333911 0.0280002 0.0829456 0.117568 -0.0338268 0.112868 0.0691568 0.0087563 -0.00744166 0.040972 0.0593451 -0.0466641 0.00039329 0.025801 -0.0868957 0.0905197 -0.0508819 0.00447338 -0.0403577 0.0255936 0.0836809 0.0187891 0.0850285 internal_weight=0 6571.58 245.476 6326.11 51.9224 23.1858 4109.17 132.268 62.08 32.8693 24.6429 29.2107 4.39631 14.1066 188.476 125.417 63.0591 54.7703 57.5336 29.9987 67.8829 15.7938 42.6952 12.0751 54.8161 25.4728 13.0046 57.0004 15.8855 9.6032 internal_count=86175 47120 1310 45810 327 166 39055 981 535 238 164 297 48 74 992 701 291 253 261 128 440 68 185 68 384 176 112 318 116 51 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=31 num_cat=0 split_feature=8 8 4 0 9 6 0 9 2 2 8 7 3 5 7 1 8 1 8 8 1 1 3 2 2 9 9 1 6 1 split_gain=1.48504 6.06074 6.55207 6.16002 12.3772 5.97091 5.73665 11.333 9.69799 11.4667 7.24442 12.9291 6.12978 6.74221 7.68231 7.92435 10.3098 7.48281 6.47051 6.24833 8.00048 7.05183 6.91393 6.83724 5.76304 5.11409 7.17963 5.08033 4.98874 4.85175 threshold=37.490001645000007 40.321323380000003 0.18784166872501376 0.077029999345541014 1.0531262755393984 53.001518249511726 0.10999006778001787 1.0977049469947817 35815.000000000007 2412.693969726563 25.090244000000002 87.959163665771499 332.28517150878912 2.6292734146118169 93.146469116210952 203.32500457763675 11.539578135000001 85.366905212402358 2.3897644095000001 3.8536719175000003 119.12260055541994 87.642147064208999 124.37325286865236 130.84089660644534 189.51499938964847 1.1293502449989321 1.1276808977127077 78.752498626708999 50.105657577514656 93.03079986572267 decision_type=10 10 10 10 2 8 8 2 10 8 8 8 10 8 8 8 10 10 8 10 10 10 10 10 10 2 2 10 8 10 left_child=6 2 3 5 29 -2 7 -1 9 12 -11 -12 13 14 -8 16 19 24 -15 21 22 27 23 -21 -18 26 -7 -16 -20 -5 right_child=1 -3 -4 4 -6 25 8 -9 -10 10 11 -13 -14 18 15 -17 17 -19 28 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0072069141625689254 -0.084342615155938716 4.4739278826486889e-05 -0.099774237123294099 0.057929771317893911 0.1255381736622973 0.019343279634370811 0.060870824005906654 0.13005216570896236 0.079439445748442639 -0.021927422039714737 0.22508678975511498 -0.087730685740552483 -0.044890532520499592 -0.12848184139791657 -0.078487000852169309 0.095122024935533706 -0.051656405244003334 -0.062737583373223771 -0.074383849159074297 -0.097494992354627052 0.088280865190032212 -0.10573184863036422 -0.07716338609211025 0.058600585473626093 0.080781276704279981 0.086150225752030851 -0.16944854495568273 0.20829150882229924 0.016650381158478531 -0.015886488009116431 leaf_weight=91.378973715007305 7.0281862467527416 9958.2724668089504 3.888077047711703 17.555235700681806 16.370093954727054 10.877373117953541 12.101044002920387 8.1822116747498495 12.156751519883981 82.03664071897947 1.3737771064043034 34.55937106985948 31.955231090309098 3.2330822375661219 1.0796120116719969 5.5258932411670676 6.1152169965207559 67.924950928078033 6.1974398642778388 3.4487635940313401 13.576479338109491 8.1394756361842138 9.0453091487288457 15.05786010622978 7.101155549287796 7.8365013301372519 2.4721689298748961 1.4438915997743604 210.00416498583945 18.068931311368942 leaf_count=519 50 77499 105 124 102 114 71 39 190 812 7 392 999 383 43 25 33 379 34 17 67 72 49 85 34 36 13 6 3766 110 internal_value=0 0.000270497 0.0270035 0.033149 0.0535634 -0.00447152 -0.00472847 0.0173027 -0.0088509 -0.0109153 -0.038328 -0.0757712 -0.00286984 0.000759355 -0.0155374 -0.0222154 -0.027093 -0.0493423 0.011941 0.00776484 0.0254505 -0.0604509 -0.00550976 0.0295117 0.0195023 0.0220246 -0.0156186 0.0856012 0.0140409 0.0204894 internal_weight=0 10042.4 84.0966 80.2085 51.9943 28.2142 631.637 99.5612 532.076 519.919 117.97 35.9331 401.95 369.994 150.56 138.459 132.933 81.1413 219.435 51.7914 41.1284 10.663 27.5519 18.5066 13.2164 21.186 13.3495 2.5235 216.202 35.6242 internal_count=86175 78153 654 549 336 213 8022 558 7464 7274 1211 399 6063 5064 881 810 785 446 4183 339 218 121 151 102 67 163 127 49 3800 234 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=31 num_cat=0 split_feature=7 4 9 1 9 5 7 6 2 6 2 0 6 5 6 3 7 2 1 9 8 9 9 5 1 8 8 8 6 9 split_gain=1.44365 10.1402 7.98922 9.84881 5.34883 4.40618 5.03505 4.58164 4.05152 3.92216 5.56936 4.34527 3.52576 5.77156 2.7444 2.66104 2.55057 14.6087 9.56486 9.30177 15.7859 9.44007 9.10497 9.04347 8.04185 9.28581 13.4423 7.69428 7.56607 7.46531 threshold=85.489490509033217 0.040880499407649047 1.3951563835144045 126.77050018310548 1.5335874557495119 2.6500051021575932 85.059902191162124 49.776962280273445 35815.000000000007 50.844892501831062 9242.6884765625018 0.23000001162290576 50.523035049438484 2.6559033393859868 51.682460784912116 177.14215087890628 89.084224700927749 3997.3659667968755 81.06995010375978 1.0777724981307986 56.065080170000009 1.2797898054122927 1.5271995663642886 2.5100499391555791 86.798252105712905 59.244131955000007 59.071444280000001 58.911450515000006 50.577184677124031 1.5653824210166933 decision_type=8 10 2 10 2 8 10 8 10 10 10 8 8 10 10 10 8 10 10 2 10 2 2 10 10 10 10 10 10 2 left_child=1 2 9 4 -4 -5 7 -7 -6 10 11 -1 13 -3 -14 -16 17 23 27 -20 28 -22 24 -2 -23 26 -26 -19 -21 -24 right_child=16 12 3 5 8 6 -8 -9 -10 -11 -12 -13 14 -15 15 -17 -18 18 19 20 21 22 29 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.07691036040227113 -0.076118095502623204 0.1167658839226286 0.13041184705176145 -0.1612781559623159 -0.1325343001021628 0.0088823164319884601 0.083826793954631496 -0.15444436397843786 0.085291148202482847 -0.12116404616583741 -0.10726432712001265 0.08199599679708737 0.12293032676740145 -0.073541794486264439 -0.0032253648813643019 0.095628383618903995 -0.00035133604978865448 0.11999286133367065 -0.057098754812452926 -0.014139914062329454 -0.028487258064400639 -0.064063911073903773 -0.078905646900719995 0.024187893202056693 -3.0577948770490892e-05 0.033048140031363984 0.31049250059177613 -0.077389203138795631 0.070685210578658453 -0.0008847763595254103 leaf_weight=2.8601337514119241 9.2476921670604479 2.2576038762927082 6.5346107193909138 2.99425636231899 1.7138542248285378 3.5391601081355475 3.0595176420174539 3.3369426885037683 1.7017421233467755 11.757746219052931 6.8677393498364836 4.3199228467419744 5.4033140377141562 5.4182879286818206 6.8040808504447323 4.5401537355501205 9859.691664041231 2.1338733807206181 29.042140230536461 13.917151488363741 124.13680401281454 7.6589575308607882 14.72639367834199 320.54111844778527 2.5877032056450835 63.606603881344199 3.0222617574036121 26.515070774126798 43.01841414347291 73.339324395346921 leaf_count=27 97 17 105 13 22 26 29 22 21 79 53 22 34 71 44 33 78553 17 218 65 1097 92 445 2924 26 725 29 359 210 700 internal_value=0 -0.0140287 -0.0404066 0.00261429 0.0774044 -0.0549406 -0.022894 -0.0703794 -0.0240078 -0.0785505 -0.0428837 0.0186966 0.0385529 -0.0175692 0.0642753 0.0363376 7.18893e-05 0.00576093 -0.00699446 -0.0027403 0.0018222 -0.00765701 0.00802009 0.0213752 0.033167 0.0439258 0.167258 -0.0626875 0.0499508 -0.0139315 internal_weight=0 73.1091 48.6856 22.8801 9.95021 12.9299 9.93562 6.8761 3.4156 25.8055 14.0478 7.18006 24.4234 7.67589 16.7475 11.3442 10593.2 733.494 403.705 375.056 346.014 289.078 164.941 329.789 76.8755 69.2166 5.60996 28.6489 56.9356 88.0657 internal_count=86175 618 419 238 148 90 77 48 43 181 102 49 199 88 111 77 85557 7004 3983 3607 3389 3114 2017 3021 872 780 55 376 275 1145 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=31 num_cat=0 split_feature=8 9 9 7 5 8 4 8 8 6 7 1 0 7 4 5 9 0 6 9 8 8 8 7 6 1 6 8 0 1 split_gain=1.44221 7.37192 36.9071 6.73216 7.33785 6.62561 13.1407 7.58297 6.95101 6.98088 7.5035 6.80067 6.63238 8.61234 6.30328 8.06266 8.04485 8.57485 6.07973 6.83212 8.68095 11.4988 7.9282 7.9177 13.1731 6.26425 5.5383 5.4491 7.47963 10.0792 threshold=86.904427585000022 1.5024287104606631 1.1426048278808596 87.882106781005874 2.4400500059127812 87.182795360000014 0.039905000478029258 86.991949630000008 87.238997570000009 49.06915473937989 93.969257354736342 119.12260055541994 0.20000014454126361 96.909748077392592 0.20619666576385501 2.6100032329559331 1.1309865117073061 -0.019999990239739415 47.178262710571296 1.5271995663642886 88.018790025000015 88.27951542000001 88.556267855000016 89.716804504394545 51.940803527832038 91.284999847412124 52.462192535400398 87.489998390000011 0.1799832955002785 98.759304046630874 decision_type=8 2 2 10 10 10 10 10 10 10 10 8 8 10 10 8 2 8 10 2 10 10 10 8 10 10 8 10 10 10 left_child=-1 2 3 14 -5 6 7 -3 9 -7 -11 12 -8 -14 15 -2 17 -17 -10 20 -20 -22 25 24 -23 -21 -26 -27 -29 -30 right_child=1 5 -4 4 -6 8 11 -9 18 10 -12 -13 13 -15 -16 16 -18 -19 19 22 21 23 -24 -25 26 27 -28 28 29 -31 leaf_value=0.00027051745132669912 0.11288867286137037 -0.10272579944992462 -0.1015961491802905 0.074039264668575896 -0.019122822100706406 -0.12648586025637368 -0.047318468804291046 0.085309373677851297 -0.087189016477836556 0.099769000117106266 -0.060570382549702678 0.0069417091124515592 -0.3331748868397737 -0.10000844833725704 -0.12834019410791939 -0.32369605297649517 -0.27485945754970176 0.038901495598921434 -0.052402728083796146 0.069198369303767215 0.12791333710434824 0.032061850610926451 -0.1047121275124811 0.11565848832102053 -0.19467254812173077 -0.025442649649785872 -0.031570564129727745 -0.013008968753455273 -0.069272293673223462 0.031883241677122469 leaf_weight=10013.605131804834 13.219681514427064 2.9742735601030308 43.786916861550708 9.4247304238378984 82.13087454624474 1.8934666067361856 3.4698029626160833 7.6890715919435024 7.5728338984772554 18.020880017429594 3.4827199801802626 3.3292954098433265 3.2434544153511515 3.0964522883296013 2.0561136007308951 0.67554599046707153 0.92873962683370237 18.867354763322517 11.108642957173286 12.360244326293467 12.910192258656023 39.243220869451761 7.487139261327683 7.9308297112584105 3.8282557502388928 82.827780424617231 4.563764065504075 121.62220148602501 10.863521609455345 105.60426989151165 leaf_count=70492 131 23 9790 53 574 9 82 64 157 106 33 42 21 40 10 5 185 785 93 95 84 233 309 55 20 583 22 1187 58 834 internal_value=0 -0.00460371 -0.0224026 0.00483665 -0.00953272 0.00180562 -0.0496156 0.0328617 0.00451754 0.0575918 0.0738005 -0.116552 -0.158465 -0.219295 0.0416392 0.0520127 0.0127017 0.0263675 0.00161566 0.00321552 0.0295961 0.0428985 -0.0029456 0.0231462 0.00774371 -0.0006594 -0.105974 -0.00334999 0.0043357 0.022448 internal_weight=0 646.212 171.09 127.303 91.5556 475.122 23.8024 10.6633 451.32 23.3971 21.5036 13.139 9.80971 6.33991 35.7474 33.6913 20.4716 19.5429 427.923 420.35 79.5849 68.4763 340.765 55.5661 47.6352 333.278 8.39202 320.918 238.09 116.468 internal_count=86175 15683 11533 1743 627 4150 272 87 3878 148 139 185 143 61 1116 1106 975 790 3730 3573 507 414 3066 330 275 2757 42 2662 2079 892 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=31 num_cat=0 split_feature=0 7 1 7 2 0 3 4 2 8 5 6 6 9 9 7 2 8 1 1 5 9 4 1 7 1 9 0 3 2 split_gain=1.55781 3.65267 4.99748 3.86478 2.82016 2.89403 4.56339 2.40571 3.28138 2.14202 2.68098 1.53128 6.25009 7.05073 7.28654 11.5061 6.87403 7.47811 7.69723 5.88492 6.59259 6.27055 5.47837 6.00037 5.90223 6.32259 7.60002 5.25641 5.198 6.26078 threshold=1.4203000068664553 106.59830856323244 114.81845092773439 92.445404052734389 115.81000137329103 1.5820000171661379 2.2710633277893071 0.089999500662088408 39.329999923706062 83.723137205000015 2.4801000356674199 61.314634323120124 59.754011154174812 1.558970093727112 1.5024287104606631 106.21330642700197 2077.4470214843755 74.297319060000021 106.00159835815431 51.555000305175788 2.671319961547852 1.0613657236099245 0.055514499545097358 83.523078918457045 95.737377166748061 112.35755157470705 1.1243017911911013 0.07000999897718431 1154.7149658203127 282.41656494140631 decision_type=10 8 8 10 10 10 10 10 10 8 8 10 10 2 2 8 8 10 10 10 10 2 10 10 8 10 2 8 10 10 left_child=11 2 3 -2 9 -6 -7 -5 -9 10 -3 12 -1 14 22 16 17 -16 -19 27 28 -22 23 -14 -25 -26 -27 -13 -21 -30 right_child=1 4 -4 7 5 6 -8 8 -10 -11 -12 19 13 -15 15 -17 -18 18 -20 20 21 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=0.00027464717649757707 -0.090184839786851781 -0.093311638272229602 -0.068201674758138195 0.15835541321364105 -0.21344044165347653 -0.18598769574764729 0.071093835653751936 0.11730389863283422 -0.079557839571346545 0.058896711918820524 0.036275884215991414 0.14771635969650218 -0.084356250043286285 -0.065832141524801477 0.16524881338182643 0.18554076455509388 -0.12406119598238192 0.056199292012239888 -0.10194469758024016 0.017935779598711205 0.1286447947325228 -0.067837758888492236 -0.018860759751430107 0.11043630253519782 0.094604678581176549 -0.11052122578027644 0.059116904690773533 -0.065008981678456659 -0.11654240350087369 -0.0027812929401399445 leaf_weight=9960.7629604608628 1.3662741761654613 5.1369072072848185 4.5566788124560853 3.1239489406580105 1.9884261777624477 1.357558837044053 1.4051497043110428 2.095601627719589 1.420747955329716 2.2184956159908333 2.316408125218004 1.2512643586087504 4.1792963412590352 24.023796753492206 3.5156112975673848 4.5751450835959977 3.2182884439826003 8.9245502278208715 4.6978066712617865 265.12047774411622 1.8022690340876604 16.445829514996149 254.84054417937296 8.9215724654495734 5.686408732552084 5.9997365549206716 4.7176219405373558 16.206969658102029 6.1012925542891052 23.359432557132095 leaf_count=80729 32 216 83 35 25 21 44 15 33 50 37 9 21 190 29 30 23 53 25 1828 11 171 1674 58 37 46 36 442 35 137 internal_value=0 -0.0240178 0.0154016 0.0629817 -0.0583545 -0.121445 -0.0552327 0.0944965 0.0377638 -0.0273621 -0.0530373 3.89568e-05 -0.000176088 -0.0136464 -0.00959277 0.0422439 0.0100373 0.0352193 0.00166175 0.00674125 0.00989459 -0.0484322 -0.0141378 0.0266558 0.0449755 0.00937308 -0.035849 -0.0497626 0.0135077 -0.0263411 internal_weight=0 26.9862 12.5633 8.00657 14.4229 4.75113 2.76271 6.6403 3.51635 9.67181 7.45332 10624.4 10294.1 333.3 309.277 24.9314 20.3563 17.138 13.6224 330.288 312.829 18.2481 284.345 29.5046 25.3253 16.4038 10.7174 17.4582 294.581 29.4607 internal_count=86175 591 198 115 393 90 65 83 48 303 253 85584 82951 2222 2032 160 130 107 78 2633 2182 182 1872 198 177 119 82 451 2000 172 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=31 num_cat=0 split_feature=4 1 3 8 8 3 8 8 0 7 1 7 7 3 6 4 9 0 8 3 6 1 8 4 9 9 2 8 6 5 split_gain=1.46279 4.22833 7.13821 8.52533 7.43109 7.48484 10.8618 7.36232 7.24445 8.6882 6.50194 8.06615 7.88789 8.0535 6.49553 6.11884 5.20805 4.88514 5.63051 5.49917 4.7853 4.67317 11.4409 9.54464 10.7449 12.3284 9.61885 8.83389 8.73988 8.02796 threshold=0.025646500289440158 211.64724731445315 266.79499816894537 61.931032750000007 61.319998600000012 417.16500854492193 60.968498590000003 73.810261685000015 0.30999997258186346 89.647022247314467 241.24684906005862 93.618850708007827 90.833644866943374 192.80765533447268 51.796979904174812 0.050386000424623496 1.0811170935630801 0.077029999345541014 60.522278915000008 370.74000549316412 52.729789733886726 153.93620300292972 55.664277840000004 0.087293002754449858 1.1543519496917727 1.1677789688110354 150.269401550293 53.814256215000007 56.367828369140632 2.5800232887268071 decision_type=8 8 8 8 8 10 8 10 8 8 8 10 10 8 10 8 2 10 10 8 10 10 10 10 2 2 10 10 8 10 left_child=-1 21 8 4 5 6 17 16 9 14 11 12 13 20 -3 -10 -5 18 19 -4 -11 -2 27 28 -25 -26 -27 -23 -24 -29 right_child=1 2 3 7 -6 -7 -8 -9 15 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 24 25 26 -28 29 -30 -31 leaf_value=-0.0066528594015349985 -0.00012841981340682785 0.051319940648675635 0.028591680827466895 -0.17417571036726573 -0.29660692891246343 0.040103349241987912 0.094490210782861433 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10.152727573178707 29.885528253391385 9.749993762932716 129.44695595675148 5.2479085884988299 leaf_count=6033 72912 25 24 3 9 27 31 146 14 78 299 61 33 27 60 229 148 30 10 129 40 3439 922 67 73 56 161 96 936 57 internal_value=0 0.000185986 -0.01771 -0.0597187 -0.10274 -0.0820019 -0.118714 0.00447328 -0.00467505 0.00844765 0.0241174 -0.00618416 -0.0393768 -0.00545124 -0.0604628 -0.0601645 0.0953471 -0.1584 -0.0957207 -0.0195288 0.0272011 0.000414782 0.00885204 0.0216228 -0.0112677 0.00724231 -0.0229755 -0.00567355 0.0304647 -0.0803993 internal_weight=0 10326.8 130.359 30.8704 18.483 16.6969 12.8372 12.3874 99.4884 80.4603 65.5538 34.0409 23.2367 17.3531 14.9065 19.0281 5.1842 10.8227 5.7864 3.62422 14.1113 10196.5 616.754 328.202 69.537 56.9167 40.0383 288.552 258.665 14.9979 internal_count=86175 80142 1423 557 260 251 224 297 866 623 538 239 178 145 85 243 151 193 163 153 118 78719 5807 2215 357 290 217 3592 1858 153 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=31 num_cat=0 split_feature=1 1 3 7 8 9 9 9 6 4 9 2 0 9 9 9 3 9 5 1 6 7 8 5 5 8 8 8 6 1 split_gain=1.56112 9.00471 11.4583 11.4564 10.5914 12.4197 12.2484 15.9334 11.6365 10.6603 9.99149 9.43752 16.6422 9.23296 18.087 15.0873 14.6286 12.5225 13.4408 15.2479 10.7491 11.2939 10.2422 9.88186 8.9405 8.91251 8.89417 25.629 9.25087 8.89986 threshold=122.09254837036134 132.85200500488284 206.50534820556643 108.04341888427736 73.430923220000025 1.0580517053604128 1.2342023253440859 1.2610664963722231 53.796087265014656 0.15847999602556231 1.0399255156517031 1715.7805786132815 0.21962000429630282 1.1980048418045046 1.2096731066703799 1.232557535171509 346.44999694824224 1.391429126262665 2.5800232887268071 168.92400360107425 57.23790359497071 96.70874404907228 75.253016200000005 2.3904000520706181 2.670010089874268 73.869909720000024 74.297319060000021 73.869909720000024 57.590518951416023 135.81590270996097 decision_type=8 10 10 10 10 2 2 2 10 10 2 8 10 2 2 2 10 2 8 8 8 8 10 8 8 10 10 10 10 10 left_child=-1 3 -3 4 5 -2 8 -8 -6 -7 -4 12 -10 22 24 16 23 18 19 -17 21 -19 26 -16 -15 -23 27 28 -12 -28 right_child=1 2 10 -5 6 9 7 -9 11 -11 13 -13 -14 14 15 17 -18 20 -20 -21 -22 25 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.00061244205732133305 0.015969796882785339 0.0089849345944519998 0.05419397039866844 -0.10073688808229385 -0.069245778050434068 -0.028540463386544923 0.10040207640125508 0.0090676497958881979 -0.088195250519702506 0.096291130068308251 -0.017673574215970548 0.13694664385394437 0.12427265804509194 0.05443194356914615 -0.10963620671526837 -0.029133661776513289 -0.10301421018121089 -0.037279900875989209 0.045789322766245109 0.21079822653901298 -0.12907195862760928 0.24872329687783359 0.094337915902035593 0.11750467510993774 0.20712805660946765 0.0022430169752402831 0.072412438624772271 0.21828982800920491 -0.094864548099714577 -0.084854138604292875 leaf_weight=8375.2945837361549 85.160381774578127 928.72202012152411 24.392100315541029 14.13044849532889 34.779622273286805 374.93588107645337 21.671518428949639 160.98730561765842 10.612157411407685 6.9681402334244913 279.03007742583577 5.5197521895170203 5.6489891232922664 22.916586471721534 2.8044801019132111 53.681220459751785 26.516234159382293 32.392512888880447 84.037488490750547 2.786176811438053 10.310990757076068 2.6606374795082948 7.4457046752795568 6.0413683895021686 4.6049987538717678 3.2700621010153554 4.0052776634693137 4.5076501667499533 16.440402016043663 35.423015501350164 leaf_count=66265 542 7169 227 106 237 3645 109 1725 64 50 2610 37 32 143 39 466 271 501 1078 26 87 17 43 75 24 67 33 19 127 341 internal_value=0 -0.00234287 0.00194596 -0.0115823 -0.0097986 -0.0185625 0.00731247 0.019904 -0.0333511 -0.0262628 -0.00854271 0.0239652 -0.0143856 -0.011098 0.00346851 -0.00591121 -0.0658653 0.005298 0.0204364 -0.0172951 -0.038437 -0.0140513 -0.021682 0.0454921 0.0799815 0.112819 -0.0242272 -0.0183583 -0.0219686 -0.0688784 internal_weight=0 2272.4 1551.99 720.414 706.284 467.064 239.219 182.659 56.5605 381.904 623.267 21.7809 16.2611 598.875 252.023 224.501 35.3621 189.139 140.505 56.4674 48.6342 38.3232 346.852 8.84585 27.5216 5.9307 339.406 299.978 295.47 39.4283 internal_count=86175 19910 13363 6547 6441 4237 2204 1834 370 3695 6194 133 96 5967 2794 2627 385 2242 1570 492 672 585 3173 114 167 84 3130 2756 2737 374 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=31 num_cat=0 split_feature=3 0 8 3 6 4 1 2 6 6 5 8 4 7 5 7 9 8 8 9 1 5 5 2 7 6 8 9 0 9 split_gain=1.46103 4.47057 4.6434 4.4513 18.8896 12.2678 10.1564 8.56983 10.8667 12.4787 7.26177 6.41369 6.02013 10.981 5.65276 5.61897 5.19721 12.0569 16.3286 9.7699 11.237 22.3489 18.3694 11.7257 8.29794 15.3708 24.8714 14.6683 15.2424 12.4949 threshold=12.087590217590334 -0.006449999986216425 69.472333410000019 16.667900085449222 50.471309661865241 0.079371500760316863 101.26010131835939 15114.193359375002 52.819286346435554 53.030780792236335 2.6919250488281254 73.638540480000017 0.040001999586820609 87.959163665771499 2.6798100471496586 86.868511199951186 1.1326038241386416 47.827284630000008 40.321323380000003 1.1359563469886782 77.045616149902358 2.5600099563598637 2.6131182909011845 977.59631347656261 92.214447021484389 53.308040618896491 76.018680405000012 1.1309865117073061 0.34391674399375921 1.1309865117073061 decision_type=10 8 8 10 10 8 8 8 10 10 10 10 10 10 10 8 2 10 8 2 10 10 10 8 10 8 10 2 8 2 left_child=1 2 -1 4 6 12 -2 8 -7 -10 -11 -8 13 -6 -15 -14 24 18 -18 20 -19 -22 23 -23 27 -26 29 -5 -29 -27 right_child=3 -3 -4 16 5 7 11 -9 9 10 -12 -13 15 14 -16 -17 17 19 -20 -21 21 22 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.095395922544861095 -0.0050144922627788253 -0.0024442166438434459 0.045690379991872754 0.0066496295234448584 -0.098511113013917406 0.084190541102693833 -0.10773677893097428 -0.1560109622904374 -0.19079644225824527 0.0012605347462848978 0.076436657283028439 -0.013064559957869272 0.17938835895896704 0.076387521964843136 -0.10952075090908349 0.057973015692518115 0.059598551313477036 -0.13109830840725284 -0.09513532546349944 -0.0010300307181607862 0.07557501928017156 -0.23935049490104909 -0.019031018588754042 -0.052920280891130649 -0.020714384753154375 0.0020215683066338846 0.10130388211131298 -0.046400402173181705 0.12791241286487412 -0.11601373421993076 leaf_weight=9.7730009338119963 152.69929464615416 1439.7785180980136 3.0641230109613398 1723.2905149148282 6.9918434612918672 18.90090703079477 17.495152754752784 3.0705556124448767 3.221786784939467 142.97725902730599 14.11820397316478 12.108503499533979 3.9909633845090857 13.131577649852259 1.8682393709896121 84.819859386654571 8.9472436010837537 10.794832710176705 28.683315879679867 5383.4689411162108 17.698797196149826 7.4022569470107529 38.156797764822841 6.1989737525582322 349.86621343719889 1074.9081201860681 25.316883362829685 6.7916700430214405 19.1915188562125 9.0437381491065008 leaf_count=63 1292 13181 31 11106 57 111 256 16 19 880 92 94 21 171 84 708 42 62 2883 45743 97 38 248 41 2403 6059 172 46 111 48 internal_value=0 -0.00296805 -0.0617197 0.000444954 0.00986767 0.0255886 -0.0154072 0.00963805 0.0124761 0.00402122 0.00801663 -0.0690139 0.0518301 0.00498841 0.0532325 0.0634292 -6.93543e-05 -0.00193484 -0.058345 -0.00154632 -0.0361805 -0.0214286 -0.0545992 -0.154382 0.00312933 -0.00243895 0.00332516 0.00777405 0.0823493 0.00103676 internal_weight=0 1452.62 12.8371 9185.15 475.394 293.091 182.303 182.289 179.218 160.317 157.095 29.6037 110.802 21.9917 14.9998 88.8108 8709.76 5501.35 37.6306 5463.72 80.2517 69.4568 51.758 13.6012 3208.41 1459.13 1109.27 1749.27 25.9832 1083.95 internal_count=86175 13275 94 72900 3801 2159 1642 1118 1102 991 972 350 1041 312 255 729 69099 49154 2925 46229 486 424 327 79 19945 8682 6279 11263 157 6107 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=31 num_cat=0 split_feature=0 5 4 6 9 9 3 1 9 8 9 2 1 2 9 9 1 9 8 8 8 8 0 2 5 3 1 2 7 9 split_gain=1.46465 5.25862 5.18476 8.55569 9.87493 11.1235 8.68669 7.64577 12.0578 11.7954 11.9961 8.21441 5.78922 5.77657 5.7315 8.17758 7.57465 7.08838 9.43011 16.8107 10.235 8.95632 8.05912 14.3605 11.8575 8.96493 11.6858 14.5005 7.55625 7.27454 threshold=0.20998344570398333 2.2857300043106084 0.19007666409015658 55.135643005371101 1.0415483117103579 1.0148731470108034 346.44999694824224 75.154251098632827 1.1076380610466006 60.522278915000008 1.0514340996742251 302.36500549316412 60.010013580322273 776.60021972656261 1.6318134069442751 1.6643133759498598 100.96319961547853 1.5525022745132449 88.226823920000015 87.952414245000014 87.785873745000018 87.291245100000012 0.10999006778001787 142.59500122070315 2.4702500104904179 126.61664962768556 92.16300201416017 197.68679809570315 88.037700653076186 1.6024157404899599 decision_type=8 8 8 8 2 2 10 10 2 10 2 10 10 10 2 2 10 2 10 10 10 8 10 10 10 10 10 10 10 2 left_child=1 -1 14 -4 5 -5 7 11 9 10 -9 12 -6 -13 17 -16 -17 -3 19 20 21 22 23 -19 -24 26 27 -26 -27 -20 right_child=-2 2 3 4 6 -7 -8 8 -10 -11 -12 13 -14 -15 15 16 -18 18 29 -21 -22 -23 24 -25 25 28 -28 -29 -30 -31 leaf_value=-0.067582366404675326 -0.00099476761131594526 0.0010445370915442415 0.089954066796235951 -0.12347833351264992 0.025044902739519072 0.097373226159621851 -0.064147625101457537 -0.043251184160472189 0.11411287452031614 -0.027075836910560837 0.078985699323234806 -0.10598818858177678 -0.064945590501978998 0.024930444374721694 0.075568079379081318 0.05811006756079691 -0.0069083674240339359 0.17018414202398288 0.046813353080555356 -0.1139015721233087 0.13072402781877965 -0.099156147644177073 0.34442776450326074 -0.058438008355496451 0.18304956714092649 -0.14923448381224125 -0.10679529972038859 -0.092524171989139634 0.044921798494636012 -0.10515777577002024 leaf_weight=11.024780209176241 6286.0972290550344 3821.4436188157997 14.86783380480483 2.5660872007720199 34.839245910174213 20.495887234807014 17.269974075257778 10.620587911456822 13.978966908529399 38.046873744577169 32.895812280476093 13.595572218298914 8.9942318946123105 4.4811430424451819 23.294054605066776 23.946475511416793 71.174292906187475 2.9352291431277981 28.22200054675341 20.629222598392516 4.5547568611800662 13.363811061717568 1.0533436909317959 42.950785831693793 3.9480084739625481 2.1211577332287552 12.662262775294947 3.6979427393525839 36.44311347277835 3.5455091437324873 leaf_count=73 50860 30225 84 61 177 292 122 111 73 250 489 72 45 22 308 170 487 19 158 467 51 190 8 509 19 82 121 35 481 114 internal_value=0 0.00139375 0.00156943 0.0167956 0.0112961 0.0727993 0.00317821 0.0105628 0.0283014 0.0135943 0.0491526 -0.0168121 0.00657967 -0.073534 0.000782771 0.0224644 0.0094599 0.000140524 -0.0194739 -0.0303285 -0.0163946 -0.0220173 -0.0122749 -0.0438135 0.0118747 0.00592471 -0.0478495 0.0497691 0.0342426 0.0298522 internal_weight=0 4339.66 4328.64 212.652 197.784 23.062 174.722 157.452 95.5422 81.5633 43.5164 61.9102 43.8335 18.0767 4115.99 118.415 95.1208 3997.57 176.127 144.36 123.73 119.176 105.812 45.886 59.9258 58.8725 20.3082 7.64595 38.5643 31.7675 internal_count=86175 35315 35242 1798 1714 353 1361 1239 923 850 600 316 222 94 33444 965 657 32479 2254 1982 1515 1464 1274 528 746 738 175 54 563 272 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=31 num_cat=0 split_feature=3 0 7 1 5 9 9 2 6 8 9 9 9 5 7 9 6 9 0 7 0 7 6 5 8 1 1 6 7 7 split_gain=1.38246 9.11158 7.16879 8.67155 5.82016 9.78767 9.25053 8.32686 7.83544 7.47205 7.01329 12.2751 9.49235 7.47096 6.16991 11.458 5.83331 6.5021 5.80637 5.73243 5.13426 5.05257 9.3596 5.12853 4.81597 8.29761 8.06022 7.27971 7.09799 7.38258 threshold=6044.5651855468759 0.22001499682664874 103.21296691894533 68.712821960449233 2.5360499620437627 1.2342023253440859 1.203055262565613 7304.7746582031259 48.697698593139656 72.513157530000015 1.1980048418045046 1.1861543059349062 1.1844688057899477 2.6300150156021123 95.243495941162124 1.1243017911911013 60.172929763793952 1.2610664963722231 0.089829999953508391 92.847381591796889 0.079295001924037947 93.262512207031264 51.911022186279304 2.6099965572357182 73.35557599000002 139.81220245361331 153.93620300292972 58.767860412597663 98.483123779296889 93.916984558105483 decision_type=8 10 10 8 10 2 2 10 10 10 2 2 2 8 10 2 10 2 10 8 10 10 8 10 10 10 8 8 8 10 left_child=-1 2 3 20 7 6 10 -5 -7 -10 11 12 14 -12 15 21 17 -11 -16 -17 -2 -6 -23 -24 25 -19 -27 28 29 -26 right_child=1 -3 -4 4 5 8 -8 -9 9 16 13 -13 -14 -15 18 19 -18 24 -20 -21 -22 22 23 -25 27 26 -28 -29 -30 -31 leaf_value=0.00024936284519303371 0.076018148829947174 -0.055353115883390903 -0.061858818056291925 -0.026993535463508057 0.079930340710820211 -0.12683664808628312 -0.076207482122186906 0.021550994871915086 -0.065544820850184635 0.10813159969819285 0.14647918329169163 -0.1053653305059602 0.18022492853742889 -0.02432633067371158 0.030132056680181474 -0.082968738393814925 -0.073610760313185961 0.027148359355220888 -0.060821143423209302 0.023268861775438972 -0.036404504632666916 -0.16876334697354231 0.15146230580981002 -0.014605751872599236 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0.0759442 -0.00307222 0.0179167 0.0343834 0.03849 -0.0357611 -0.0399187 0.0555207 0.0540929 -0.00395109 0.0507729 0.0311219 0.0616524 0.129183 0.0173561 0.0099748 0.02628 internal_weight=0 554.499 520.9 501.864 474.615 277.535 134.752 197.081 142.783 139.467 115.263 104.7 92.8434 10.5633 89.9264 54.7637 131.533 126.714 35.1627 21.0733 27.2485 33.6903 10.3774 7.79064 114.591 35.6108 12.0421 78.9798 74.5718 58.2906 internal_count=86175 5436 4773 4637 4338 2951 1196 1387 1755 1697 995 937 813 58 792 516 1517 1488 276 189 299 327 73 52 1420 240 57 1180 1158 1016 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=31 num_cat=0 split_feature=9 2 3 2 6 1 7 0 6 8 4 0 1 8 9 1 8 4 0 8 7 9 9 6 2 8 0 0 5 4 split_gain=1.38093 2.4368 2.17363 1.38064 3.75202 5.26351 8.59944 5.49355 4.91219 7.07772 5.55666 6.28023 4.97861 7.20921 4.82805 8.0832 6.32992 5.76705 4.68878 4.27221 4.25878 4.16638 6.33083 8.08456 6.53173 4.6359 4.34142 5.00419 4.43578 7.03049 threshold=1.0016464591026308 69.795700073242202 4.6003799438476571 77.08499908447267 59.189291000366218 62.174999237060554 118.51842498779298 0.35939337313175207 55.708833694458015 63.602178550000012 0.22822549939155581 0.67223000526428234 90.188610076904311 60.182958530000008 1.232557535171509 49.80999946594239 74.402906950000002 0.11000333353877069 0.4379699975252152 50.568756935000003 95.549999237060561 1.214552164077759 1.0148731470108034 57.590518951416023 69.795700073242202 43.356953145000013 0.31605000793933874 0.19215000420808795 2.4500950574874882 0.16000332683324817 decision_type=2 10 10 8 10 10 8 10 8 10 10 10 10 10 2 10 10 10 10 10 10 2 2 8 8 8 8 10 10 8 left_child=1 -1 -3 4 8 6 -6 -8 9 12 21 -12 13 -2 16 -16 -11 20 -9 -14 -17 22 23 -10 -25 -24 27 -27 -28 -30 right_child=3 2 -4 -5 5 -7 7 18 10 14 11 -13 19 -15 15 17 -18 -19 -20 -21 -22 -23 25 24 -26 26 28 -29 29 -31 leaf_value=-0.10999079973444466 0.067031616937162183 -0.11413683388367685 0.10978122934729827 -0.00028313587588394378 -0.098160548462914207 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41.775379050988704 5.5490195229649535 12.34542203508318 126.5239657885686 12.542094809003173 12.061981606762854 3.4521378595381966 leaf_count=271 69 59 10 79739 176 1502 28 11 66 71 197 72 53 21 9 160 165 96 330 42 63 1258 61 319 38 124 985 74 85 21 internal_value=0 -0.0530546 0.0341603 5.30093e-06 0.00451767 -0.00664071 -0.0505341 0.024382 0.00979364 -0.0143283 0.0144996 0.0878443 -0.0577364 0.00450851 0.00875372 -0.0224594 0.0422945 -0.0373602 0.0832402 -0.090353 0.0101268 0.0124073 0.0203543 -0.00856416 0.00841225 0.0298913 0.0268646 0.0653916 0.0201139 -0.0303528 internal_weight=0 4.90727 1.93826 10607.8 637.327 204.603 24.1017 9.36718 432.724 70.6397 362.084 10.0429 24.5226 8.43169 46.1171 23.8874 22.2297 22.4166 5.8887 16.0909 11.9458 352.041 229.548 56.9283 47.3244 172.62 166.926 24.8875 142.038 15.5141 internal_count=86175 340 69 85835 6096 2047 545 369 4049 749 3300 269 185 90 564 328 236 319 341 95 223 3031 1773 423 357 1350 1289 198 1091 106 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=31 num_cat=0 split_feature=9 8 9 7 6 9 4 9 3 5 9 8 3 1 9 1 1 7 7 8 1 5 5 0 0 8 2 1 4 8 split_gain=1.39155 13.3318 8.15332 19.3117 20.0093 15.2226 14.2154 13.476 13.2459 14.9186 12.9733 21.5887 26.7116 14.1904 12.6456 12.0254 12.013 11.6372 10.0892 20.6394 20.5714 19.1042 19.9031 10.624 9.65941 9.27946 11.1393 9.12619 9.06647 9.65112 threshold=1.3758142590522768 71.513231495000014 1.3359628319740298 96.07342910766603 58.295309066772468 1.3295322060585024 0.11000333353877069 1.3241015672683718 2945.109985351563 2.5399399995803837 1.3460645675659182 83.723137205000015 1283.7388305664065 87.080352783203139 1.3491482734680178 124.22424697875978 99.392101287841811 87.72849273681642 100.61675262451173 73.35557599000002 83.832332611083999 2.5273933410644536 2.6099965572357182 0.089829999953508391 0.24000012129545215 83.945794545000012 515.77999877929699 93.03079986572267 0.060004999861121185 83.074457065000004 decision_type=2 10 2 10 8 2 8 2 8 10 2 8 10 10 2 10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 left_child=2 -2 5 10 8 7 18 -1 9 -5 17 13 -13 -12 -15 -8 -9 -4 19 21 23 -7 -23 -21 -24 -19 -27 -16 29 -29 right_child=1 -3 3 4 -6 6 15 16 -10 -11 11 12 -14 14 27 -17 -18 25 -20 20 -22 22 24 -25 -26 26 -28 28 -30 -31 leaf_value=8.3646570219028427e-06 -0.10053761683891814 0.0038507938945492462 0.15173450552243131 0.20953781863475229 -0.09867561073597042 -0.0071055459147629889 -0.034278823715623165 -0.015768632753988883 0.34990770006345806 0.020784136477351011 -0.08407600013219918 0.041456597245134119 0.4976727864933369 -0.11980752866400519 0.12816684163601408 0.12889455463051822 -0.11831978321309398 -0.097497068638492487 -0.060017074842440211 0.33048685967581282 -0.021590520935493091 0.4989786545651258 0.40832734855081676 0.094643821238335313 -0.10330958083888518 0.12081662208045237 -0.059997237758734771 0.029985066957538244 -0.080080721804568156 -0.031852683472021151 leaf_weight=8846.2048153687938 12.343690087989669 1382.0377196847403 2.3809036277234545 6.1895960575202578 6.0400257110595694 1.8620122354477704 21.658998706436254 32.257677240122575 2.039856464485637 12.944370176002847 28.290084168431349 4.6592888624290927 1.7712875422439536 9.1319297291338426 5.4886809794697902 5.7064400613307944 17.685323343146592 44.955649775685742 3.4810969154350451 3.1976425424218204 11.00006037019193 3.5509460978209972 0.56821040995419014 4.7434166045859456 1.0525053259916601 4.6608811828773495 12.666777252452446 65.545660204603337 13.759474164369747 41.042773522436619 leaf_count=63804 3894 13391 14 68 286 18 242 369 13 176 602 448 51 104 48 32 309 629 80 17 174 27 6 28 55 79 149 470 372 220 internal_value=0 0.0029267 -0.000462969 -0.0178659 0.0618711 4.54694e-05 0.0516404 -0.000284077 0.107668 0.0818436 -0.0271252 -0.0126009 0.16712 -0.01968 -0.00618224 -0.000252726 -0.052083 -0.0652392 0.0998506 0.121276 0.0669558 0.267555 0.366445 0.189611 0.0760664 -0.0735334 -0.011361 0.00206352 -0.00368764 0.00617392 internal_weight=0 1394.38 9214.54 261.567 27.2138 8952.97 56.8213 8896.15 21.1738 19.134 234.353 169.689 6.43058 163.259 134.969 27.3654 49.943 64.6642 29.4559 25.9748 18.9411 7.03367 5.17166 7.94106 1.62072 62.2833 17.3277 125.837 120.348 106.588 internal_count=86175 17285 68890 3729 543 65161 679 64482 257 244 3186 2315 499 1816 1214 274 678 871 405 325 219 106 88 45 61 857 228 1110 1062 690 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=31 num_cat=0 split_feature=1 4 1 7 8 3 9 8 8 8 9 9 4 0 5 8 9 9 7 9 5 4 8 5 8 2 4 9 8 9 split_gain=1.3833 7.94681 8.72288 12.7205 10.958 8.91251 8.76221 8.60788 8.23138 11.4727 14.6558 13.5531 13.4203 12.5129 18.6443 10.4174 11.33 16.4413 23.7806 17.9951 10.7133 10.4817 10.0632 9.89696 9.23192 9.07865 9.76367 9.05667 13.8606 24.8421 threshold=122.09254837036134 0.15221333503723147 131.91500091552737 108.04341888427736 73.430923220000025 206.50534820556643 1.0399255156517031 73.35557599000002 46.426018395000007 61.319998600000012 1.1526684761047366 1.2560290694236758 0.086001999676227583 0.58004999160766613 2.5001499652862553 59.86349009500001 1.1276808977127077 1.067902743816376 96.141693115234389 1.0646093487739565 2.6018366813659672 0.053801501169800765 44.85843363 2.6510967016220097 60.182958530000008 247.73229980468753 0.079994998872280135 1.1677789688110354 67.847581670000025 1.1661193370819094 decision_type=8 10 10 10 10 10 2 8 8 8 2 2 8 8 10 8 2 2 8 2 10 10 10 8 10 10 10 2 8 2 left_child=-1 2 3 4 7 8 -7 -2 22 11 25 13 -13 14 -10 16 17 19 21 -16 24 -19 23 -4 -17 26 -11 28 -12 -30 right_child=1 -3 5 -5 -6 6 -8 -9 9 10 27 12 -14 -15 15 20 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00056611480347620814 -0.01809117266101596 0.046026007863477991 -0.020770616612556216 -0.11909811044563466 0.0071158286253234686 0.051078161934066696 -0.010385219771870645 -0.11077820038116555 0.071944572760566552 0.053218637405509042 0.099781376930306864 0.15649414647604326 -0.0045030560698979044 -0.059526249874672879 0.0056627601962710942 -0.085732480696135011 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39 547 33 2696 216 58 internal_value=0 -0.00222619 -0.00295728 -0.0126777 -0.0108443 0.00108659 -0.00805128 -0.020364 0.00731026 0.0107397 -0.00244821 0.0213146 0.0973776 0.0174118 0.0211568 0.012292 0.00702164 0.015064 0.0485324 -0.00298347 0.0683535 0.00966871 -0.0184369 -0.00952354 -0.0131219 -0.0406601 0.0121687 0.00802835 0.0472114 -0.00666163 internal_weight=0 2252.72 2219.1 651.958 640.916 1567.14 634.922 418.888 932.22 822.646 366.092 456.554 22.2824 434.272 414.114 352.574 322.276 272.198 95.3588 176.839 30.2976 59.3893 109.574 100.85 10.5298 78.7741 23.0225 287.318 48.9411 24.171 internal_count=86175 19910 19707 6103 6012 13604 6374 3942 7230 6616 3810 2806 116 2690 2553 1858 1673 1398 467 931 185 291 614 558 75 726 179 3084 388 274 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=31 num_cat=0 split_feature=5 9 8 3 9 3 4 5 7 8 8 6 1 8 8 9 9 7 3 8 8 8 9 3 1 6 4 6 8 5 split_gain=1.75539 1.42316 21.7155 8.79264 16.6025 8.95045 7.60504 7.34251 7.32026 6.258 10.4142 9.71354 5.95243 6.23123 14.2664 11.5662 10.3757 17.452 13.1449 9.25714 12.2765 12.7953 9.15927 8.4505 8.12993 7.92713 11.3256 10.5605 7.80464 8.14117 threshold=1.9605000019073489 1.0465513467788699 59.515317785000008 257.75955200195318 1.0432021617889407 137.19499969482425 0.06591349840164186 2.713103294372559 87.55328750610353 2.0011106370000005 18.376746910000005 53.894306182861335 197.17499542236331 50.568756935000003 53.385573055000009 1.0399255156517031 1.0365875959396365 102.59058761596681 2.59309995174408 3.8536719175000003 25.090244000000002 27.513094805000005 1.0333229303359988 38.954999923706062 123.78184890747072 56.594217300415046 0.13950666785240176 51.108139038085945 52.66233285500001 2.6000032424926762 decision_type=8 2 10 10 2 10 8 10 8 8 10 8 10 10 10 2 2 10 10 8 10 10 2 8 10 10 10 10 10 8 left_child=-1 2 3 4 8 -6 -5 9 -2 11 -11 -8 13 15 16 19 17 18 -15 22 24 -22 -10 -20 -21 26 27 -17 -18 -30 right_child=1 -3 -4 6 5 -7 7 -9 12 10 -12 -13 -14 14 -16 25 28 -19 23 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.11748391748178616 0.082505136207140298 0.00041139547813772792 -0.10934752850389656 0.04478001915662861 -0.031002182780419382 -0.11484875868888095 -0.091737987221451156 -0.074397834033181925 0.042239416048964223 0.1211462815490815 0.0086262364258176179 0.072583671605070108 0.10952963005667099 0.12804715123031252 0.013498062101063578 -0.0099094949753070569 -0.12031115148303351 0.11808104274831449 -0.043576424276401446 0.022672546639447344 -0.11829178541613855 -0.0033916688226572132 -0.11921773095505367 -0.17149024836856516 0.14475683671687903 0.17011678616188181 -0.051574169117636195 0.11840149863530047 -0.11755533973829778 0.088443198108250465 leaf_weight=1.2721681503098796 9.8196706492453796 9355.8954893119226 18.976549313520081 58.070008115377277 38.012405842542648 19.142745167016983 13.530910499393942 11.148994639515875 4.8134166672171004 8.4942355207167548 260.03251618114882 4.9001755416393271 4.5621744189411393 3.6239158790558603 54.651128876022995 10.472218923270704 26.342653764411807 7.512728475034236 21.565205374732617 14.4226527371211 9.860050715506075 568.33111097748042 13.010733446746597 6.7911642529070368 8.7723695654422027 4.8074047714471808 11.026697441935537 16.553835641592741 3.5432230569422236 4.1838265024125576 leaf_count=142 83 76610 480 402 293 123 104 103 730 75 1629 35 76 29 366 51 208 52 169 156 82 3730 151 45 42 24 50 91 26 18 internal_value=0 -1.00655e-05 -0.0031978 -0.00154397 -0.00700608 -0.0590846 0.0116724 0.00522316 -0.00330697 0.00831663 0.0121856 -0.0480507 -0.00436711 -0.00502461 -0.0252027 -0.00111701 -0.0539542 -0.019072 -0.0512916 -0.00459438 -0.00248941 -0.00535109 -0.0756162 -0.0742109 0.0688449 0.0491214 0.0338354 0.0686828 -0.0943891 -0.00601702 internal_weight=0 10592.9 1236.97 1218 861.821 57.1552 356.177 298.107 804.666 286.958 268.527 18.4311 794.847 790.284 128.214 662.07 73.5627 39.493 31.9803 619.21 601.386 578.191 17.8242 28.3564 23.195 42.8602 38.0528 27.0261 34.0697 7.72705 internal_count=86175 86033 9423 8943 6595 416 2348 1946 6179 1843 1704 139 6096 6020 913 5107 547 295 243 4891 4010 3812 881 214 198 216 192 142 252 44 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=31 num_cat=0 split_feature=9 6 8 1 1 8 3 2 7 6 3 4 2 4 1 2 9 2 2 9 8 3 1 3 8 8 3 7 9 2 split_gain=1.45161 4.03914 6.48308 5.54723 4.795 4.69569 6.5596 4.58003 4.34641 6.5103 4.59705 4.73421 5.43927 4.22768 4.16404 7.07655 7.20054 3.79824 5.45022 3.73466 3.70647 6.85059 8.40815 9.04015 5.99935 5.67998 4.91871 3.82437 4.31763 5.63046 threshold=1.0116130113601687 53.760551452636726 22.435539010000003 73.662002563476577 119.45774841308595 50.568756935000003 899.02999877929699 58.920650482177741 112.07624816894533 59.289501190185554 417.16500854492193 0.077362999320030226 328.73005676269537 0.048435999080538757 61.094999313354499 9.5950002670288104 1.0049744844436648 150.269401550293 5687.0505371093759 1.0083022713661196 41.376632000000008 12.562700271606447 98.433982849121108 2.920450091362 39.379337840000005 50.568756935000003 2.59309995174408 102.89816665649415 1.0083022713661196 272.85049438476568 decision_type=2 8 10 8 10 10 8 10 8 8 8 10 8 10 10 8 2 10 8 2 8 8 10 10 10 10 10 10 2 8 left_child=1 2 -1 5 20 6 7 14 9 10 11 12 -6 -4 15 -3 -17 -15 -19 -10 24 22 23 25 -5 -22 -26 28 -23 -30 right_child=-2 3 13 4 8 -7 -8 -9 19 -11 -12 -13 -14 17 -16 16 -18 18 -20 -21 21 27 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-0.086630431409888131 0.0001555213719449718 0.15806135795266879 -0.036753101361958383 -0.090888923133912891 -0.10284883316786025 0.12460389612291925 -0.14264439468156256 0.061594033294494248 0.096267464261550667 -0.091536809261439256 -0.070711655165746831 0.079292177171922065 0.059142847030967761 -0.0089884095188594772 0.033316692025649346 0.0052150771094040494 -0.17400816249684437 0.13765475776697725 -0.012070557423323552 -0.023664453211781466 -0.10307503631848741 -0.11928613018662192 -0.089782806163509435 0.055876237360003238 -0.079454594794399425 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-0.0873762 0.073894 0.100509 0.0592669 -0.0297336 -0.0427804 -0.0117029 0.0167134 -0.00786673 -0.0663675 0.00701772 -0.0698712 -0.0880958 -0.0442312 internal_weight=0 243.08 25.558 217.522 174.118 43.404 39.5053 36.8634 44.2 32.0291 24.3964 19.3494 8.29296 21.5378 21.2471 10.3283 8.9767 17.2183 13.0331 12.171 129.918 81.3692 37.8961 27.7843 48.5487 8.90119 41.168 43.4731 31.5582 13.1145 internal_count=86175 2380 185 2195 1399 796 763 591 298 180 139 102 43 142 366 241 98 110 80 118 1101 637 356 261 464 135 315 281 203 71 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=31 num_cat=0 split_feature=4 1 2 7 7 0 0 3 9 0 7 7 9 9 8 8 8 8 8 0 7 2 2 0 9 9 6 6 4 5 split_gain=1.36216 5.34309 5.89027 9.75536 8.77286 8.66423 8.88038 7.7928 6.129 5.86408 5.7899 10.3108 8.16655 13.2038 7.7916 17.2442 13.8075 12.2881 11.3766 15.049 10.6958 10.6626 10.5736 9.74709 7.63318 7.19482 8.42642 11.6112 7.18172 6.42509 threshold=0.12381000071763994 171.1144943237305 6746.2304687500009 94.652008056640639 106.59830856323244 0.20781671255826953 0.17277343571186068 25.23499965667725 1.2358905673027041 0.20000014454126361 100.03244400024415 99.014732360839858 1.0333229303359988 1.0382359027862551 65.631410680000002 59.948030760000009 61.319998600000012 64.993942295000011 60.522278915000008 0.097099941223859801 97.585292816162124 35.120000839233406 977.59631347656261 0.62014999985694896 1.024965286254883 1.2694969773292544 59.888229370117195 56.100383758544929 0.15003500133752826 2.6252865791320805 decision_type=10 10 10 8 10 10 8 10 2 10 10 10 2 2 8 10 10 10 10 10 8 10 10 8 2 2 8 10 10 10 left_child=-1 2 10 5 7 6 -4 9 -9 -5 11 14 24 -14 15 -2 18 20 19 -17 25 -16 -19 -20 -12 26 27 -18 -13 -30 right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 12 28 13 -15 21 16 17 22 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00043950202394201952 -0.010925149408272362 0.067771726122414139 -0.0083499061674509982 0.16902624058320545 -0.1204415475533214 -0.078231500382609273 0.14224652676695557 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5.150174764217808 4.0668240189552298 10.41024339199066 31.402889832854271 15.658726206282152 leaf_count=75742 2219 55 103 4 32 78 21 224 23 114 419 244 170 3063 150 35 203 83 88 81 358 2075 22 21 189 45 23 56 154 81 internal_value=0 -0.00281251 -0.00331683 0.0216755 0.0518757 -0.0147461 0.0191999 0.0623758 0.0758305 -0.0643579 -0.00489825 -0.00997397 0.00324012 -0.000197019 -0.00627426 0.00266619 0.0320639 0.010485 0.0789577 0.0285268 -0.00675632 -0.0175268 0.0867536 0.131418 0.0473713 0.0152079 0.0264633 0.0382909 -0.0422582 -0.0154838 internal_weight=0 1500.97 1490.33 88.69 48.4861 40.2039 26.1965 45.7013 41.3151 4.38621 1401.64 863.248 538.389 499.486 774.492 431.585 136.449 93.448 43.0014 21.9248 76.2181 342.907 17.2299 21.0766 38.9023 56.7193 51.5691 47.5023 88.7555 47.0616 internal_count=86175 10433 10378 599 397 202 124 365 247 118 9779 5938 3841 3233 5459 3234 1015 790 225 116 685 2225 105 109 608 327 282 259 479 235 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=31 num_cat=0 split_feature=0 8 1 7 5 7 1 3 8 6 6 9 1 5 3 6 4 0 3 3 8 0 0 7 1 7 0 7 3 5 split_gain=1.36744 3.11056 3.87334 3.398 2.38983 2.06314 1.60515 2.36324 1.48544 1.41955 4.90161 5.78779 4.52941 5.44239 5.83032 4.78348 4.44082 6.44336 6.09858 9.21372 5.6743 4.82479 9.29051 6.84776 7.8505 6.24631 7.93194 7.13155 6.20721 5.78191 threshold=1.4203000068664553 68.163682825000009 114.81845092773439 106.59830856323244 2.4200600385665898 99.014732360839858 46.343500137329109 0.10500000044703485 83.89519991500002 61.314634323120124 59.754011154174812 1.6643133759498598 51.555000305175788 2.671319961547852 11.237450122833254 61.834878921508796 0.055514499545097358 0.29999986290931707 487.31999206542974 50.295619964599616 74.680035045000011 0.24000012129545215 0.2547632902860642 99.411361694335952 102.86154937744142 103.38414001464845 0.27461998164653784 96.776599884033217 339.02232360839849 2.5800232887268071 decision_type=10 10 8 8 8 10 10 10 10 10 10 2 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 8 10 8 left_child=9 6 3 5 8 -3 -2 -8 -5 10 -1 16 15 -14 -15 -11 17 18 19 -12 -21 23 -23 24 28 27 -27 -24 -18 -30 right_child=1 2 -4 4 -6 -7 7 -9 -10 12 11 -13 13 14 -16 -17 21 -19 -20 20 -22 22 25 -25 -26 26 -28 -29 29 -31 leaf_value=0.00022841625154142289 0.026794595142293549 0.012605458224542216 -0.071610419698354341 -0.054757881632916061 -0.132402002930886 0.1231450788998863 0.17265458022658939 -0.10925800215937476 0.062743857519099971 0.073843488742662874 0.11808512890180561 -0.12224002192285657 0.012589135798744256 0.052238840770914244 -0.077684454636968048 -0.068192783726208017 -0.034957439976646146 0.14038496244115511 0.057208557372982284 -0.1369017125727004 0.020260362410796998 -0.14811665873406263 0.022121064622435072 0.0085255059572987967 -0.086193318818800838 -0.1198885353742923 0.018901673171234909 -0.058692416963402383 0.13789295830412293 -0.02079472181466439 leaf_weight=9895.4987769182007 1.2774119579553396 2.9002036387100825 5.3750363567087325 1.9002946657128639 1.5590292920824138 4.0412045745179057 0.31229161843657482 6.2180282312547206 2.4799440763890743 2.8570034111035083 2.8765356724616202 4.7091321609914294 290.84285324566008 4.659825743990953 13.347241056326309 13.940629881195489 19.670629240572456 4.2357617164961985 12.543973233550785 6.8642410824540976 3.452900057658554 6.2789105362026012 13.665436226641758 126.39887734409422 18.821625631069764 4.5694146181922397 41.660547262872569 54.350489951728377 4.9594608172774288 4.2754780501127252 leaf_count=80729 34 41 90 23 25 31 4 313 30 25 22 24 2000 31 151 426 114 37 85 40 26 43 87 793 126 30 331 409 32 23 internal_value=0 -0.0228977 -0.000305067 0.0294503 -0.0260762 0.0769603 -0.0757228 -0.0957764 0.0117677 3.59936e-05 -0.000171013 -0.0121727 0.00653569 0.0092861 -0.0440632 -0.0440347 -0.010576 0.0260953 0.00728619 -0.0401778 -0.0843033 -0.0143064 -0.0296872 -0.00366029 -0.0359327 -0.0231784 0.00518351 -0.0424558 -0.00320587 0.0644257 internal_weight=0 26.0634 18.2557 12.8807 5.93927 6.94141 7.80773 6.53032 4.38024 10550.5 10224.8 329.333 325.648 308.85 18.0071 16.7976 324.624 29.9734 25.7377 13.1937 10.3171 294.651 120.525 174.126 47.7272 114.246 46.23 68.0159 28.9056 9.23494 internal_count=86175 591 240 150 78 72 351 317 53 85584 82951 2222 2633 2182 182 451 2198 210 173 88 66 1988 900 1088 295 857 361 496 169 55 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=31 num_cat=0 split_feature=6 0 5 2 2 3 1 8 6 4 6 7 7 1 4 0 7 7 8 5 3 2 1 5 9 8 9 2 7 1 split_gain=1.38123 7.76505 10.0815 7.55604 9.72611 11.0061 7.01311 5.82245 8.39529 6.64189 5.74967 5.3315 6.87386 5.23744 12.4082 7.23096 6.44971 5.53856 5.24522 5.57926 5.48427 5.20324 7.3423 8.17212 8.25708 7.96417 7.63217 11.7226 10.8747 14.1203 threshold=55.052148818969734 0.0099899997003376501 2.6018366813659672 474.27500915527349 242.98909759521487 129.12750244140628 38.299499511718757 87.598326995000008 55.52289009094239 0.017374999821186069 59.624731063842781 100.14232635498048 95.941101074218764 40.679105758666999 0.082872498780488982 0.25002999603748327 94.087879180908217 105.01190185546876 74.493741635000021 2.3801500797271733 15.430749893188478 328.73005676269537 75.93500137329103 2.725513339042664 1.1309865117073061 59.392466590000005 1.4649919867515566 423.93499755859381 105.58964920043947 93.03079986572267 decision_type=10 8 10 10 10 10 8 8 10 10 10 8 10 8 8 10 8 10 10 10 10 10 10 10 2 10 2 10 10 10 left_child=13 2 3 4 10 -6 -3 9 -9 -8 -2 12 -5 14 16 -16 -1 -15 19 -19 -20 -11 -23 26 25 -25 -24 -28 29 -29 right_child=1 6 -4 11 5 -7 7 8 -10 21 -12 -13 -14 17 15 -17 -18 18 20 -21 -22 22 23 24 -26 -27 27 28 -30 -31 leaf_value=0.018741956556202085 -0.081770924713288715 -0.047631172808649806 -0.087788189843133579 -0.07248694885821684 0.13335304966497522 -0.038754854419776164 0.10095399920789948 0.066599641983107999 -0.064281958080376927 -0.0010420743636148147 0.022334164716292747 -0.070209603460287651 0.10351790426659313 -0.00079179083354291601 0.069434610249153261 -0.064065252791778646 -0.081811128835750757 0.097596651481895932 -0.049290607611871429 -0.069606159891769603 0.10111831238271332 -0.016413111330299088 0.014033682600290136 -0.026517103660834863 -0.073466246737731986 0.13380953424788597 0.058678550214021796 -0.078688289462062994 0.094812408386726207 -0.0067161459367397871 leaf_weight=13.153632217319684 9.4926384433638322 27.401123557370738 20.952962692826986 4.1815329901874083 11.480563580989839 5.4935635142028323 7.0021395571529856 6.0538362913648625 25.734515183547046 1349.1033426277645 12.02637248393148 22.991048073396087 4.7278462871909142 7488.6442398643921 42.318523581081536 4.4875091562025764 12.385298530221915 2.1446534519782317 4.8225519398692978 28.728821692755446 4.8746011622715741 117.4761129503604 1128.9894842123613 10.097052454948424 23.091683074249886 4.4699791353195897 22.991102109081112 35.756367346737534 8.1453665639273805 114.70920142927207 leaf_count=232 49 433 149 23 51 26 64 199 975 9343 55 171 22 63433 373 374 223 32 40 283 46 763 6665 56 287 30 201 474 55 1048 internal_value=0 0.0018083 -0.0268961 -0.00877124 0.0210542 0.0776515 0.00271841 0.00320188 -0.0393566 0.00368131 -0.0235895 -0.0447606 0.0209117 -0.000734123 0.0260439 0.0566354 -0.030022 -0.000991422 -0.0378399 -0.0579913 0.0263175 0.00343934 0.00756417 0.00965337 -0.0362752 0.0226801 0.0109731 -0.00805412 -0.0177272 -0.0238195 internal_weight=0 2972.37 91.3465 70.3936 38.4931 16.9741 2881.02 2853.62 31.7884 2821.83 21.519 31.9004 8.90938 7601.56 72.345 46.806 25.5389 7529.21 40.5706 30.8735 9.69715 2814.83 1465.73 1348.25 37.6587 14.567 1310.59 181.602 158.611 150.466 internal_count=86175 21139 546 397 181 77 20593 20160 1174 18986 104 216 45 65036 1202 747 455 63834 401 315 86 18922 9579 8816 373 86 8443 1778 1577 1522 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=31 num_cat=0 split_feature=2 6 8 8 6 8 8 9 1 9 9 9 8 8 9 1 9 3 8 5 8 8 3 9 2 9 6 6 9 9 split_gain=1.40884 6.93193 5.61795 17.6218 9.57166 8.58088 8.95837 9.6045 8.78455 7.96595 16.7964 12.9021 11.2094 11.2048 11.1618 10.6918 9.70106 12.8623 13.5685 9.74565 12.7303 10.1014 8.8488 8.81438 10.2118 9.47474 23.3933 8.5484 17.6328 12.0222 threshold=282.41656494140631 48.898498535156257 83.123132410000011 84.859308435000017 53.092426300048835 83.758449285000026 83.673071915000023 1.1392991542816164 112.06219863891603 1.1226413846015932 1.137657165527344 1.1026969552040102 71.67887041500002 64.642850080000017 1.1526684761047366 88.472000122070327 1.2560290694236758 34.141143798828132 76.526457160000021 2.6485567092895512 59.778939185000006 82.483280285000021 0.10500000044703485 1.2944614887237551 66.224700927734389 1.3758142590522768 50.885869979858406 54.137121200561531 1.0828325152397158 1.0928202867507937 decision_type=8 8 10 10 8 10 10 2 10 2 2 2 8 10 2 10 2 8 8 8 8 10 10 2 10 2 10 10 2 2 left_child=1 -1 9 4 -4 6 -6 -8 -7 11 12 27 13 -11 15 -12 22 18 23 -19 -21 -22 -16 24 -18 26 -25 -3 -29 -30 right_child=-2 2 3 -5 5 8 7 -9 -10 10 14 -13 -14 -15 16 -17 17 19 -20 20 21 -23 -24 25 -26 -27 -28 28 29 -31 leaf_value=-0.074091457570245878 -0.00071022878778644874 0.012741677759581 0.10460208953884656 -0.0080925950937795407 0.03715174788194376 0.037067602228316461 0.056319638233450035 -0.041187452160024604 0.13420863555768556 -0.11766683769233044 0.0064358859716328615 0.043746040807038894 -0.096775743009626047 0.030429372595725358 -0.073792184468857602 0.095382027988654611 0.010942501175549181 0.0037911439860204158 -0.069928109313360631 0.22769420341976818 -0.063737462901365421 0.030767824781760596 -0.01043787122001966 -0.11069739051821033 0.087235582807099851 0.043105680564004559 0.028582248614649499 0.0019111927335198559 -0.085507161938366383 -0.0042192605605273657 leaf_weight=11.949210807069901 7782.773595055176 492.54166395608627 16.723326927982271 214.40241635518032 51.658961370587349 92.421106209978461 12.93084494397044 46.174550216645002 10.351947247982023 6.9523525312542942 35.339169962331653 85.660448955837637 32.425757244345732 19.265716373920441 22.840081691741943 21.882860075580538 27.989814102649689 185.04164009855594 13.990432571939889 1.7467968016862858 58.586141589024919 14.016004836186765 634.19694614778564 17.45971006716718 47.010713905096054 57.780538497470843 38.986376742366701 441.10736859407916 42.537136676255614 31.792573771439493 leaf_count=152 63220 3777 131 3456 268 507 61 229 47 37 240 612 319 98 108 110 162 1056 299 8 1679 68 4150 405 244 710 401 3225 220 176 internal_value=0 0.00191036 0.00223776 0.0125377 0.0317471 0.0260414 0.00673203 -0.0198552 0.0468523 0.000271383 -0.00523078 0.00648732 -0.0574629 -0.00884191 -0.00262803 0.0404507 -0.00482967 0.00626355 0.0251022 -0.00849543 -0.0390746 -0.045493 -0.0126402 0.0321282 0.0587634 0.0146397 -0.0144993 0.00332098 -0.00568126 -0.0507384 internal_weight=0 2785.76 2773.81 444.663 230.261 213.537 110.764 59.1054 102.773 2329.15 1235.51 1093.64 58.6438 26.2181 1176.87 57.222 1119.65 462.608 203.218 259.391 74.3489 72.6021 657.037 189.227 75.0005 114.227 56.4461 1007.98 515.437 74.3297 internal_count=86175 22955 22803 4699 1243 1112 558 290 554 18104 10094 8010 454 135 9640 350 9290 5032 2221 2811 1755 1747 4258 1922 406 1516 806 7398 3621 396 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=31 num_cat=0 split_feature=5 9 0 8 9 9 2 0 9 6 8 9 1 3 9 4 4 8 1 3 4 8 3 6 9 0 6 9 9 9 split_gain=1.42443 8.58483 11.1841 9.53169 10.0101 7.45896 6.59118 6.36955 6.11717 6.93546 7.99775 11.5524 10.9406 8.149 8.69428 7.83476 8.07574 8.69921 6.31934 6.04599 5.61088 7.37209 5.25128 5.15402 5.1288 5.0744 4.94178 4.92442 7.15627 6.96392 threshold=2.7300167083740239 1.0695490241050722 0.80524998903274547 49.976338770000005 1.0198619961738589 1.2924330830574038 2964.390014648438 0.036013314500451095 1.2905700802803042 48.697698593139656 65.504867765000014 1.162797808647156 111.7962989807129 60.416963577270515 1.112635135650635 0.19435833394527438 0.029636000283062462 59.86349009500001 113.76994705200197 124.37325286865236 0.044484000653028495 64.993942295000011 262.00399780273443 51.393583297729499 1.0828325152397158 0.56020000576972973 55.757673263549812 1.1577662825584414 1.1477001309394839 1.1946979165077212 decision_type=10 2 8 10 2 2 10 10 2 8 10 2 10 10 2 10 10 10 8 8 10 10 10 8 2 8 10 2 2 2 left_child=-1 2 3 -2 -5 7 -6 -3 9 19 11 13 27 14 24 16 -13 18 22 -9 21 -15 26 -22 -11 -7 -18 28 -12 -29 right_child=1 5 -4 4 6 25 -8 8 -10 10 12 15 -14 20 -16 -17 17 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.00028260289001044183 0.0044210525299334747 0.077777065967264927 0.3388508144301422 0.13518553213239823 -0.088769933210491328 -0.040394326747996978 0.055124072982030752 -0.17358717943653021 0.1189729876760912 0.082475511749369512 -0.0042109428861910672 0.13485361828001463 0.088888872977652134 -0.025889203307328003 0.10629005227854943 0.13018629292606826 -0.032482840413388336 -0.065377843511671183 0.14838914289216973 -0.020116475953740155 0.06697502725092308 0.087164546491592165 0.11330306742640389 0.0076316254393131115 -0.046896148894009053 0.13049265275964247 0.069621795090313687 0.074751859621476416 -0.2029903951377926 0.0050831636201440341 leaf_weight=10038.257987246598 44.408454026153777 15.434916874044573 0.84157792571931977 2.4008692950010291 34.251127025170717 35.410554731730372 3.5094696094747624 3.4719814752461362 5.2963639721274367 4.8992770761251441 8.9386806233087537 2.9848314793780437 28.920199159532785 51.69117196649313 20.11421986669302 3.2688673958182326 42.20270025357604 43.403357087634504 2.5551999956369391 9.8475618517841212 23.417721286416054 6.4923917949199668 3.1005351953208438 39.023894898593426 8.1818236559629423 1.827337574912234 5.339931607246398 21.012386446935125 2.2713027485879129 45.234146696166135 leaf_count=77615 876 154 8 19 714 3488 51 58 29 23 142 28 193 318 128 17 371 526 15 157 126 58 22 227 39 52 24 307 46 344 internal_value=0 0.00508628 -0.0238955 -0.0275053 -0.0628077 0.0107854 -0.0753964 0.0147984 0.0122515 0.0107497 0.0133498 0.0037948 0.0364049 0.0211428 0.0650187 -0.0221492 -0.0271495 -0.0321551 -0.00504948 -0.0601214 0.00906843 -0.0132741 -0.0127912 0.0298874 0.00155754 -0.0320086 -0.0210146 0.0168088 -0.0444865 0.027181 internal_weight=0 519.753 85.4115 84.5699 40.1615 434.341 37.7606 397.103 381.669 376.372 363.053 256.676 106.377 153.821 33.1953 102.855 99.5866 96.6017 53.1984 13.3195 120.625 58.1836 50.6432 62.4416 13.0811 37.2379 47.5426 77.4565 11.21 66.2465 internal_count=86175 8560 1668 1660 784 6892 765 3352 3198 3169 2954 1922 1032 919 190 1003 986 958 432 215 729 376 417 353 62 3540 395 839 188 651 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=31 num_cat=0 split_feature=9 8 4 7 2 8 4 3 0 1 1 9 3 1 5 8 8 7 6 7 0 4 3 1 3 3 6 9 2 0 split_gain=1.38512 3.58829 5.36604 4.16203 5.78019 5.72112 6.02189 6.71558 4.99506 4.77849 4.41713 6.27306 6.03523 4.5999 8.38325 6.51989 9.34057 5.59054 4.64336 4.1698 3.97638 10.2391 3.77402 3.55879 5.01464 8.88144 6.58919 5.02622 7.53473 4.0822 threshold=1.0116130113601687 50.568756935000003 0.20001550018787387 94.363582611083999 55.204999923706062 22.435539010000003 0.054864000529050834 597.36499023437511 0.057181606069207198 129.5018005371094 80.730300903320327 1.0099684596061709 11.237450122833254 119.45774841308595 2.6099965572357182 40.321323380000003 39.379337840000005 112.07624816894533 60.596574783325202 98.23557281494142 0.15233500301837924 0.06591349840164186 0.6850000023841859 98.433982849121108 2.920450091362 14.612899780273439 59.189291000366218 1.0083022713661196 142.59500122070315 0.24904999881982806 decision_type=2 10 8 8 10 10 10 10 10 8 8 2 8 10 10 10 8 8 10 8 8 10 10 8 10 10 8 2 10 10 left_child=1 3 -3 4 -1 9 8 -8 -7 -6 11 19 -13 14 15 16 -12 18 20 -5 21 -15 -21 24 -17 27 -27 28 -26 -25 right_child=-2 2 -4 10 5 6 7 -9 -10 -11 13 12 -14 17 -16 23 -18 -19 -20 22 -22 -23 -24 29 25 26 -28 -29 -30 -31 leaf_value=-0.13673344840752527 0.00015673201630840756 0.070895162839364034 -0.086276246883800964 -0.077254634690517118 -0.14645353451083012 0.04506313482774206 0.098580826048670023 -0.015993468810861396 -0.12747841167457971 0.031917766947666092 -0.12757502504860757 0.016174369647196343 -0.1821687490715834 0.057952153696528945 -0.11816460733148378 -0.099895603513159362 0.063918158699098185 0.058314180573329238 -0.10866810029442696 -0.083279653676504362 0.039101988865924038 -0.15671663535520286 0.033134643079512346 -0.11949323710452203 0.10510030887754428 0.034684798989513259 -0.099224584354139694 0.10759526991263238 -0.1132820433821779 -0.034262956310274574 leaf_weight=2.2676656023832029 10311.417939342056 11.502909786999224 2.6779462322592726 4.2814963988494119 3.1661196351051322 3.4080141410231581 18.328503236174587 7.0964799188077441 3.3049649894237518 2.857306033372879 3.1420559697144226 2.8791027890110845 3.2839733279834036 4.3489787429571169 11.859316546469925 7.1290854573599054 13.455030414042993 11.962309148162602 5.226749248802661 2.9717943280120371 10.52765277400613 4.5428253412246704 44.253253969502111 10.657218136606391 2.918683447584046 5.4390587434172657 11.327192326076327 7.5341639071702957 3.4443950206041336 11.888503515685441 leaf_count=42 83795 88 15 27 26 24 102 49 22 19 120 47 44 24 77 110 107 119 27 475 63 23 339 90 25 29 78 51 23 95 internal_value=0 -0.00756463 0.0412145 -0.0106596 0.0183791 0.0275964 0.0443589 0.0666015 -0.0398833 -0.0618403 -0.0170724 0.00583307 -0.0895121 -0.027606 -0.0399035 -0.0278398 0.0276659 0.00222188 -0.0250031 0.0172417 -0.0024847 -0.0517222 0.0258089 -0.0431076 -0.0243498 -0.0067858 -0.0557837 0.0523274 -0.0131121 -0.0745508 internal_weight=0 237.683 14.1809 223.502 40.4291 38.1614 32.138 25.425 6.71298 6.02343 183.073 57.6696 6.16308 125.403 88.7947 76.9354 16.5971 36.6085 24.6462 51.5065 19.4195 8.8918 47.225 60.3383 37.7926 30.6635 16.7663 13.8972 6.36308 22.5457 internal_count=86175 2380 103 2277 284 242 197 151 46 45 1993 932 91 1061 805 728 227 256 137 841 110 47 814 501 316 206 107 99 48 185 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=31 num_cat=0 split_feature=1 4 1 7 8 9 7 6 2 0 6 9 9 6 0 2 6 0 4 9 9 9 9 3 4 5 4 9 8 9 split_gain=1.34745 6.81066 7.25517 10.4032 8.92011 8.17398 8.97063 12.5509 10.7383 9.38444 8.06687 7.67971 14.504 9.47692 8.54506 9.79829 7.47767 9.03522 7.27357 7.14766 12.9031 10.901 13.7004 13.3419 16.0186 9.65444 9.33991 13.2511 10.924 15.1542 threshold=122.09254837036134 0.15221333503723147 131.91500091552737 108.04341888427736 73.430923220000025 1.2442238926887514 89.589599609375014 49.680486679077156 5922.9660644531259 0.44000002741813665 50.471309661865241 1.2408969998359682 1.2610664963722231 53.796087265014656 0.21962000429630282 1756.476989746094 52.372661590576179 0.157120056450367 0.074544999748468413 1.2292694449424746 1.239249646663666 1.2096731066703799 1.1980048418045046 346.44999694824224 0.087293002754449858 2.5870165824890141 0.054487999528646476 1.1392991542816164 74.402906950000002 1.0811170935630801 decision_type=8 10 10 10 10 2 8 8 8 10 8 2 2 10 10 8 8 10 10 2 2 2 2 10 10 8 8 2 10 2 left_child=-1 2 3 4 5 6 -2 -8 9 16 -4 13 -13 -6 15 -15 17 -9 -10 21 -21 22 26 24 25 -23 27 28 29 -12 right_child=1 -3 10 -5 11 -7 7 8 18 -11 19 12 -14 14 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00057001927199872579 -0.067967546245938787 0.042902775398506773 -0.038600557288838253 -0.10953244126182234 -0.061312719738281 -0.046964745549008841 0.095730071456404997 -0.019389113498539931 -0.091614949456018502 -0.075500373918980151 -0.034621522836471609 0.10142566201003884 0.0063871228891432784 -0.066483684686781522 0.13638945168548058 0.098436069827616587 -0.0072142168817525363 0.074934177923326059 0.015917462958460908 0.077938092596336217 0.0088157613770802785 -0.054862550139005942 0.054176062731931755 -0.099233042631148127 -0.12566720716616267 0.046513895241052976 0.0055688849796891454 -0.069160603868875112 -0.059673580410357488 0.014771917045080924 leaf_weight=8307.636967875922 26.185228127986193 32.992242643580539 50.202408160752384 10.703430941328405 32.114139188546687 82.456343986807042 11.451159771531819 16.476061516441405 24.896625083580147 17.224812168627977 91.636647847015411 17.970933699514717 150.84460789727746 10.741453966591513 5.1828154516406348 5.42043363302946 201.21813221898628 26.472709350287914 8.4168216194957477 29.445423749595648 325.96544722859107 13.521164487116037 46.272432012978243 24.298550945008174 9.8081666454672796 30.776621771045029 665.08671750286885 39.396695591509342 35.910008138045669 192.8057353515178 leaf_count=66265 203 203 405 91 226 1806 81 99 279 130 543 86 1630 66 29 33 1114 167 63 380 3865 143 298 258 62 243 5598 375 358 1076 internal_value=0 -0.00219556 -0.00287098 -0.0117629 -0.0101203 -0.0187823 -0.01179 -0.00698521 -0.0109763 -0.00416179 0.000832888 0.00604428 0.0165043 -0.0269869 0.0246579 -0.0111723 0.000870811 0.0387498 -0.0644463 0.00214834 0.0145425 -0.00168373 0.000950961 -0.037677 -0.0100327 0.0155704 -0.00145221 -0.0144325 -0.00770205 -0.00114079 internal_weight=0 2235.89 2202.9 647.776 637.072 414.798 332.342 306.156 294.705 261.392 1555.13 222.274 168.816 53.4588 21.3447 16.1619 244.167 42.9488 33.3134 1504.92 355.411 1149.51 1071.11 78.4045 54.106 44.2978 1024.84 359.749 320.352 284.442 internal_count=86175 19910 19707 6103 6012 3942 2136 1933 1852 1510 13604 2070 1716 354 128 99 1380 266 342 13199 4245 8954 8248 706 448 386 7950 2352 1977 1619 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=31 num_cat=0 split_feature=9 2 2 2 3 8 9 8 9 8 4 6 7 9 0 0 5 1 7 5 9 6 4 7 8 4 8 7 9 9 split_gain=1.32139 2.08749 1.96306 1.45594 5.57806 5.06305 7.90109 7.91831 6.74317 5.92135 5.12761 4.98413 7.51715 9.245 4.89552 4.88706 5.59932 4.82631 4.25462 4.146 6.60991 4.75225 4.69138 4.2727 4.04787 4.55231 5.44806 4.6684 4.34046 9.00993 threshold=1.0016464591026308 69.795700073242202 77.08499908447267 55.204999923706062 97.74499893188478 68.008555565000009 1.0811170935630801 66.558369800000023 1.0861997008323672 66.558369800000023 0.05587549880146981 58.975288391113288 107.00885391235353 1.232557535171509 -0.012469999957829712 0.32365000247955328 2.4305000305175786 85.366905212402358 100.03244400024415 2.5940849781036381 1.0215296745300295 56.313793182373054 0.20001550018787387 98.559455871582045 72.669456165000014 0.13950666785240176 83.123132410000011 100.03244400024415 1.1392991542816164 1.1442847251892092 decision_type=2 10 8 8 8 10 2 8 2 10 8 8 8 2 10 10 10 10 8 10 2 10 10 10 10 10 10 10 2 2 left_child=1 -1 -3 4 5 6 9 8 -8 19 -7 -10 13 -13 -14 24 -17 -15 -18 20 22 -21 -2 -23 -12 26 27 -26 -28 -30 right_child=3 2 -4 -5 -6 10 7 -9 11 -11 15 12 14 17 -16 16 18 -19 -20 21 -22 23 -24 -25 25 -27 28 -29 29 -31 leaf_value=-0.11007666183584378 -0.0011992253068611773 0.18253709295227319 -0.039479542479923732 -0.00022492556196161822 -0.055621652546980704 -0.10612247461825813 -0.12382785431210713 -0.13612391845433539 0.049338351429752257 0.15015929197355141 0.05057148251805757 -0.26253551809255604 -0.071441128491534708 0.081855033179137282 0.036957003471371444 0.014053746257063094 0.01621988049195849 -0.10242727729997281 0.10077878631510716 -0.1432712384928666 0.042875362219774511 -0.046815876176752952 -0.1184150881870655 0.063420540051689386 -0.010498137425103415 -0.046021442345133765 0.1128016240163363 0.11368381653410556 -0.14776678872407828 0.044877345412576236 leaf_weight=2.7023038700717725 46.749653268605471 0.5670567085035142 1.3378766015230212 10142.882913409987 14.140685784484956 3.2165672802366316 5.6376638365909448 6.9221752397352239 11.28171902005124 2.9424111219122997 21.953881599009037 2.6346674114465731 5.905746986507439 2.156678821425885 14.145914509230352 28.2631818249356 8.3407652247697133 4.1672385059064254 20.762165317544714 3.3693669138883733 45.276453074067831 11.449230592348615 3.6835424615419461 5.0743388270784626 65.393400916829705 15.869366546859963 7.2471830025315276 3.1742131263017646 2.69696877896786 24.32399016385898 leaf_count=271 398 5 64 81723 164 84 51 231 162 15 120 12 28 15 303 254 62 55 195 193 366 94 91 323 496 108 52 15 11 214 internal_value=0 -0.0535615 0.0266099 4.69706e-06 0.00602631 0.0083657 -0.00426478 -0.0364202 -0.0213936 0.0100713 0.019123 -0.00706093 -0.0289939 -0.10515 0.00503087 0.0211574 0.0457566 -0.0395805 0.0765446 0.00650567 0.0151395 -0.0350336 -0.00976044 -0.0129626 0.011125 0.00382953 0.0115224 -0.00474936 0.0440808 0.0256495 internal_weight=0 4.60724 1.90493 10529.7 386.779 372.638 171.397 52.8518 45.9296 118.545 201.242 40.292 29.0102 8.95858 20.0517 198.025 57.3661 6.32392 29.1029 115.603 95.7096 19.8929 50.4332 16.5236 140.659 118.705 102.836 68.5676 34.2681 27.021 internal_count=86175 340 69 85835 4112 3948 2337 857 626 1480 1611 575 413 82 331 1527 511 70 257 1465 855 610 489 417 1016 896 788 511 277 225 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=31 num_cat=0 split_feature=3 7 7 0 9 4 1 4 9 1 0 8 9 6 0 2 0 4 9 5 8 2 9 6 6 7 4 6 4 1 split_gain=1.42386 4.20856 8.32906 6.91954 4.43074 4.0957 6.1599 6.75904 5.77956 6.21775 5.14936 5.78805 5.13057 5.80055 4.84672 4.39872 8.54232 6.76207 5.5423 6.3394 8.50223 4.80857 5.53518 5.84235 5.14625 6.60952 6.16304 6.05731 5.5071 14.2165 threshold=12.087590217590334 86.278442382812514 87.72849273681642 0.48205000162124639 1.1359563469886782 0.046223001554608352 96.290100097656264 0.029636000283062462 1.1342637538909914 126.21020126342775 0.46677000820636755 87.952414245000014 1.546302378177643 52.848875045776374 -0.006449999986216425 5687.0505371093759 0.062083277851343162 0.051368499174714095 1.0465513467788699 2.6582233905792241 59.948030760000009 51.48481750488282 1.6024157404899599 56.153474807739265 60.939382553100593 95.243495941162124 0.18007667362689975 63.199125289916999 0.056858500465750701 94.480247497558608 decision_type=10 8 8 10 2 8 10 10 2 10 10 10 2 8 8 10 8 8 2 8 10 8 2 10 10 10 10 10 8 10 left_child=1 3 4 -1 -3 6 -4 8 -8 10 -10 -12 -9 -14 -7 21 -17 -18 -19 20 -20 -16 24 -24 26 27 28 -26 29 -23 right_child=-2 2 5 -5 -6 14 7 12 9 -11 11 -13 13 -15 15 16 17 18 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.11851423772272691 0.00044459437893335397 0.052471659046458632 -0.043167691161588334 -0.015869225434370991 -0.073438468098051227 -0.070552962362423977 -0.11726012345695767 0.042629166044641294 -0.15806740257305957 0.1002194218332499 0.073652552996857731 -0.13672424518685841 0.24936676573426092 0.045485436974311601 0.0091681042576878102 0.11869695358231971 -0.085987646348917257 -0.10990533322906156 0.076608061963704108 0.060922786447277333 -0.11898812607208256 0.057900446217773106 -0.11358398501010387 -0.0090923209791180428 -0.12526078811412117 0.058842413239755614 -0.050739225092668962 0.059496849500405714 -0.0041583977521580618 -0.06780355777597627 leaf_weight=7.4228242617100459 9097.4815549193663 3.1677385794464525 12.474717395234618 7.9198746073525399 23.740765548835043 10.760689038317649 4.3336936780251589 35.71804745180998 2.5050294097163697 5.3100154237472443 4.4264688645343995 1.8561903089284895 2.7446638741530469 2.8387230767402798 217.62099208861036 8.2437467686831933 6.5472710252506676 2.84735920766252 3.8490697927772981 25.395490086171776 5.2584139469545335 11.762934618862344 9.9442810651380587 11.584094753488897 4.3281165754888233 24.206215539772529 31.742305370255053 3.0075790858827531 902.8450164212918 38.261178615153767 leaf_count=76 72900 25 152 62 271 78 40 473 102 57 82 10 20 24 2628 62 56 150 23 218 57 130 138 91 45 166 344 39 7349 307 internal_value=0 -0.00294711 -0.00351102 0.0491457 -0.058616 -0.00244458 0.020745 0.0340926 -0.016262 0.0147852 -0.0368389 0.0114974 0.0565641 0.145709 -0.00371484 -0.00316474 0.0252952 0.00775488 0.0241873 0.0352533 -0.0363239 -0.00434688 -0.00718122 -0.0573586 -0.00611815 0.0336426 -0.00739188 -0.0495116 -0.00594788 -0.0382449 internal_weight=0 1432.66 1417.32 15.3427 26.9085 1390.41 72.2075 59.7328 18.4314 14.0977 8.78769 6.28266 41.3014 5.58339 1318.2 1307.44 52.1414 43.8976 37.3503 34.503 9.10748 1255.3 1037.68 21.5284 1016.15 31.5419 984.611 7.3357 952.869 50.0241 internal_count=86175 13275 13137 138 296 12841 960 808 291 251 194 92 517 44 11881 11803 566 504 448 298 80 11237 8609 229 8380 250 8130 84 7786 437 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=31 num_cat=0 split_feature=0 6 6 8 1 1 7 5 8 8 9 9 9 8 9 8 8 8 8 3 9 3 8 9 9 8 8 6 7 8 split_gain=1.32709 2.92226 3.4049 2.79986 2.71009 2.4631 1.91944 1.51611 1.35693 17.2133 13.7364 12.0035 16.3479 23.7987 14.964 20.5474 14.3606 14.9811 11.6649 10.8972 10.7028 24.5625 18.1965 22.6007 17.4173 17.0238 32.1742 18.0996 16.2502 12.4876 threshold=1.4203000068664553 51.514183044433601 54.247951507568366 72.513157530000015 118.47315216064455 46.343500137329109 106.59830856323244 2.4801000356674199 62.490172530000002 62.880859350000001 1.3131380677223208 1.063004791736603 1.0777724981307986 68.343569515000027 1.0861997008323672 66.415079260000013 65.937389495000019 65.243336400000018 66.889917430000011 8.2114148139953631 1.096052408218384 332.28517150878912 65.094124090000022 1.099329471588135 1.2644609808921816 65.747008215000008 69.961542290000025 53.894306182861335 92.847381591796889 71.893560340000008 decision_type=10 8 10 10 10 10 8 10 8 8 2 2 2 10 2 8 10 8 8 10 2 10 10 2 2 8 8 8 10 10 left_child=8 -2 5 7 6 -3 -5 -4 10 -10 -1 16 13 -13 15 -14 17 -11 -17 -20 21 25 23 -22 28 -16 27 -27 -25 -23 right_child=1 2 3 4 -6 -7 -8 -9 9 11 -12 12 14 -15 20 18 -18 -19 19 -21 22 29 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.0010544966523475402 0.088624253993914326 0.032427004468385111 -0.11076491320486262 0.077259656292004666 -0.090168408246560555 -0.12956343449261248 -0.0094397993595158585 0.022594207919946312 -0.073413277491411785 -0.058702969968484259 0.069698419458808086 0.06624238103482083 -0.099470066683044644 -0.049658043847225095 0.069104379074190342 0.10692100808143526 -0.13420091828064148 0.090769851454577055 0.10385619409186904 -0.032362077072808741 0.11801815083717948 0.09745111833129104 0.00030317462703050095 -0.054342964357818428 -0.10649544280592188 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-0.000691923 -0.0358308 -0.0511938 -0.0138122 -0.0087103 -0.020795 -6.01873e-05 0.0209567 -0.000829213 -0.0259836 -0.0316867 -0.00374715 -0.0195501 -0.106197 -0.0228913 0.0634928 internal_weight=0 24.9898 22.8469 16.8414 12.2911 6.0055 10.227 4.55031 10502.5 6920.58 3581.95 6888.11 6841.83 100.815 6741.01 119.051 46.2807 31.9102 83.4769 75.5782 6621.96 233.749 6388.21 275.193 264.709 147.87 121.512 31.6816 236.861 85.8793 internal_count=86175 591 547 385 151 162 122 234 85584 61585 23999 61272 60437 864 59573 860 835 356 602 569 58713 1350 57363 8031 7973 862 662 200 4235 488 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=31 num_cat=0 split_feature=5 9 8 1 6 7 9 9 9 7 9 6 7 0 8 0 3 3 0 8 9 8 8 8 9 2 7 2 9 2 split_gain=1.40911 13.6618 15.7937 12.6003 8.58442 9.0646 7.55657 7.21563 9.3317 7.68388 6.51128 6.42558 5.77529 14.2249 11.1175 5.95197 5.70215 9.04856 10.7064 8.68262 7.08833 10.3473 11.4775 7.01795 10.3003 9.72185 9.79063 7.80529 5.91625 12.5793 threshold=2.7169150114059453 1.0695490241050722 50.568756935000003 116.32144927978517 54.664556503295906 96.776599884033217 1.018160939216614 1.1293502449989321 1.1777723431587221 98.729282379150405 1.2161991596221926 53.894306182861335 86.067459106445327 0.060004999861121185 88.484342550000022 0.028716756962239746 3.7308750152587895 31.272417068481449 0.80524998903274547 58.911450515000006 1.1276808977127077 59.244131955000007 55.434759575000008 48.197255490000011 1.1526684761047366 292.52249145507818 87.132465362548842 13074.514648437502 1.232557535171509 11506.671875000002 decision_type=10 2 10 10 10 10 2 2 2 10 2 10 10 10 10 10 10 10 8 10 2 10 10 10 2 10 10 10 2 10 left_child=-1 2 -2 6 5 12 -4 -6 -9 10 -10 -7 13 -3 16 -16 -14 18 19 -18 21 22 -19 -22 25 -25 -27 -28 -26 -30 right_child=1 4 3 -5 7 11 -8 8 9 -11 -12 -13 14 -15 15 -17 17 20 -20 -21 23 -23 -24 24 28 26 27 -29 29 -31 leaf_value=-0.00034994697124228588 0.0042233155227883613 0.078103950904444497 0.11740861570187984 0.022603054182675907 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9.8238107711076719 6.1922981133684507 86.9656908964389 3.4482252299785605 31.245811095461249 2.9663704298436633 45.105362250178587 16.765770000609336 leaf_count=74151 1079 194 15 89 111 493 864 181 63 317 498 104 238 1007 26 266 135 357 9 979 19 384 58 38 789 19 227 27 2653 785 internal_value=0 0.00402996 -0.0255267 -0.0661546 0.00984697 0.0148877 -0.0918557 -0.0158029 -0.0274926 -0.00612849 -0.036106 0.0573295 0.0110387 -0.0206171 0.0146248 -0.14058 0.0161922 0.0187803 0.0431168 0.0471205 0.0101252 0.0291905 0.00558957 -0.00160735 -0.0041489 -0.0467434 -0.0658358 -0.0820229 0.00840099 -0.0152363 internal_weight=0 794.609 130.669 55.2362 663.94 554.891 42.8332 109.048 90.383 62.6757 36.1658 46.1381 508.753 51.768 456.985 4.56911 452.416 429.587 112.698 110.828 316.888 120.72 73.1703 196.169 192.69 43.8527 37.6604 34.2122 148.837 61.8711 internal_count=86175 12024 2047 968 9977 8807 879 1170 1059 878 561 597 8210 1201 7009 292 6717 6479 1123 1114 5356 799 415 4557 4538 311 273 254 4227 3438 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=31 num_cat=0 split_feature=8 8 1 9 6 3 8 1 6 6 8 8 9 9 7 1 8 9 5 3 9 1 1 5 9 8 9 1 1 8 split_gain=1.30277 14.1174 10.9703 10.2861 30.0835 17.6218 23.2526 14.6817 13.3889 16.8487 15.3174 10.659 31.443 32.1723 38.7085 28.4361 18.7614 17.5774 19.0585 14.4445 16.627 12.2385 12.2268 12.0656 12.0276 14.783 16.669 19.1129 11.7081 10.6952 threshold=72.669456165000014 72.513157530000015 72.814998626708999 1.2944614887237551 50.680240631103523 22.061336517333988 71.513231495000014 65.658298492431655 52.729789733886726 51.968187332153327 59.86349009500001 70.628452205000016 1.1392991542816164 1.1226413846015932 101.68435668945314 82.310581207275405 70.190128230000013 1.2012907266616824 2.7381100654602055 16.667900085449222 1.0943974852561953 68.712821960449233 95.10858535766603 2.6863183975219731 1.2644609808921816 72.121931125000017 1.2161991596221926 93.900451660156264 82.004386901855483 68.343569515000027 decision_type=8 10 10 2 10 8 10 8 10 10 10 10 2 2 8 10 10 2 8 10 2 10 10 10 2 10 2 10 10 10 left_child=1 3 -3 11 7 8 -7 -5 9 -6 -10 16 13 14 -13 -15 29 18 -18 -16 -21 -14 -20 -19 25 26 -23 -28 -22 -1 right_child=-2 2 -4 4 5 6 -8 -9 10 -11 -12 12 21 15 19 -17 17 23 22 20 28 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00042349904503217914 -0.0012794462343387893 -0.050835663204586212 0.073499091126207602 0.25668054012704794 -0.0054104387391697047 -0.10293431815398442 0.0017240367957089585 -0.11284008652627797 -0.1142268406124498 0.1492005186922685 0.019758586570799788 -0.12988241783017471 0.10292723135688592 -0.091224141429625927 -0.059986521849391544 0.156157215432361 0.077632655615672744 -0.12655220786838867 -0.049294792673016424 0.12634299252394121 0.042637929062131028 0.035728286135548813 0.11775635397485983 -0.012447245057692673 0.069153524057862015 -0.15342945237249961 0.080153828388592113 -0.19486887661403063 -0.039693636867177473 0.01539356900575811 leaf_weight=4585.8490371549051 4601.679333306849 8.49427313916385 43.117782752495259 1.1078340000240121 12.428491432452576 33.170860127778724 58.965161145664752 36.530085512786172 9.8633989393711072 16.281936535960995 63.228166763918125 16.772163364570588 30.555392272770405 56.716788969933987 15.686244655400513 5.0612641721963874 18.69598163664341 29.088061833288521 59.735983448335901 19.644260542234406 87.594230383634567 97.424876440316439 4.7281991913914672 13.599677704274653 63.723716419190168 4.9904258251190177 3.9762745574116689 6.9325089454650879 21.514944344758987 471.44877681881189 leaf_count=30570 42654 44 283 41 213 3063 471 2006 64 150 767 137 151 267 153 21 121 145 291 101 395 503 26 71 349 23 26 32 99 2938 internal_value=0 0.000965619 0.0530362 0.000505855 -0.020148 -0.00426991 -0.0359551 -0.101964 0.0244068 0.0822708 0.00167782 0.00135786 0.0164759 -0.00959781 0.0139157 -0.070957 0.000101919 -0.0380373 -0.0112611 0.0306133 0.0416513 0.0444821 -0.0370422 -0.0902001 0.0343955 0.0148506 0.0226025 -0.0946225 0.0264032 0.00105099 internal_weight=0 5896.93 51.6121 5845.31 231.576 193.938 92.136 37.6379 101.802 28.7104 73.0916 5613.74 430.593 222.99 161.212 61.7781 5183.15 125.848 83.1602 144.44 128.753 207.603 64.4642 42.6877 177.048 113.324 108.334 10.9088 109.109 5057.3 internal_count=86175 43521 327 43194 6775 4728 3534 2047 1194 363 831 36419 2257 1173 885 288 34162 654 438 748 595 1084 317 216 933 584 561 58 494 33508 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=31 num_cat=0 split_feature=2 1 8 8 4 9 7 8 9 9 0 9 3 9 5 7 9 0 9 9 9 2 8 6 2 2 5 7 7 6 split_gain=1.44676 5.41458 7.90107 16.8294 7.56326 10.8879 11.8013 6.62382 5.84276 18.9098 15.5827 8.4464 8.32857 7.34024 7.26959 8.26481 7.1686 8.38366 6.68777 10.1939 9.78998 7.05737 16.4215 7.04938 6.56768 6.90033 6.81254 7.60333 6.94881 6.62346 threshold=482.65499877929693 76.67044830322267 73.722831840000012 73.93013833000002 0.11928999796509744 1.2459819912910464 96.141693115234389 73.98361871500002 1.1426048278808596 1.1226413846015932 0.370049998164177 1.162797808647156 13.8474497795105 1.079471290111542 2.5541366338729863 99.923999786376967 1.179467558860779 0.20521660149097445 1.1661193370819094 1.2242988944053652 1.2797898054122927 173.82878112792972 70.628452205000016 57.096208572387702 297.30000305175787 247.73229980468753 2.5500099658966069 99.309829711914077 96.776599884033217 58.207023620605476 decision_type=8 10 8 10 8 2 8 10 2 2 8 2 10 2 8 10 2 10 2 2 2 10 8 8 10 10 10 8 8 8 left_child=1 2 4 -4 5 6 -1 -5 9 12 11 -10 13 -6 15 -14 17 -13 21 23 -21 -12 -23 -20 25 26 28 -28 -18 -26 right_child=-2 -3 3 7 8 -7 -8 -9 10 -11 18 16 14 -15 -16 -17 24 -19 19 20 -22 22 -24 -25 29 -27 27 -29 -30 -31 leaf_value=0.022184157865854499 -0.00096950481913860942 0.0034677077961653732 -0.10076932955197607 0.088974150194411614 -0.0064113766006560317 0.093168244491294766 -0.095247575163365517 -0.012160341798585396 0.1405672730589832 -0.080813641845159059 0.077576683857093376 -0.14581575469992605 0.032653625984979721 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227 4406 20 136 33 37 83 116 658 94 33 22 20 62 222 23 29 167 107 53 119 294 143 48 internal_value=0 0.00143325 -0.00498671 -0.0150426 0.00288948 -0.0368925 -0.0559059 -0.0105622 0.00628796 -0.00363619 0.0177111 -0.0012441 0.00524792 -0.0152414 0.0216833 -0.0304906 -0.00510327 -0.0801369 0.0520215 0.0664184 0.0304389 -0.00245943 -0.0519361 0.108428 0.00125548 0.0115399 0.0035537 0.0219114 -0.0326453 -0.0448501 internal_weight=0 4145.57 997.584 438.163 559.421 44.0287 38.4132 416.4 515.393 275.792 239.601 154.336 247.322 110.084 137.238 22.3554 150.247 11.738 85.2648 67.4428 36.3288 17.822 11.0136 31.114 138.509 113.248 102.517 68.0212 34.4957 25.2613 internal_count=86175 33589 8905 4644 4261 390 345 4437 3871 2439 1432 876 2303 1468 835 177 856 59 556 471 284 85 52 187 797 642 589 413 176 155 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=31 num_cat=0 split_feature=0 5 2 4 9 8 8 8 8 7 2 9 0 8 9 3 9 9 9 8 9 9 3 8 6 8 9 7 9 8 split_gain=1.42969 4.973 4.55468 4.80207 9.41645 5.4816 13.6077 14.0695 9.81946 9.45813 8.4345 10.4167 8.54842 7.85542 9.41639 12.3979 8.92724 34.4704 19.6947 13.4852 24.2985 17.8024 13.9039 12.4371 12.4277 11.5292 35.6852 11.3246 11.1634 11.0096 threshold=0.20998344570398333 2.2857300043106084 16.724999427795414 0.15003500133752826 1.4775379896163943 75.139998530000014 81.360097850000017 79.618289135000012 75.01961497500001 105.58964920043947 883.83499145507824 1.1543519496917727 0.049484999850392349 82.483280285000021 1.137657165527344 332.28517150878912 1.2593680024147036 1.2210472226142886 1.2762882113456728 84.486923110000006 1.1594565510749819 1.1661193370819094 253.20050048828128 87.182795360000014 59.081159591674812 83.282422660000023 1.1493571400642397 94.999534606933608 1.1109600067138674 83.351226575000013 decision_type=8 8 10 8 2 10 10 10 10 10 10 2 10 10 2 10 2 2 2 10 2 2 10 10 8 10 2 10 2 10 left_child=1 -1 -3 5 -5 8 7 9 -4 10 11 -7 -13 14 15 -8 17 19 -18 20 25 -22 -23 -19 29 26 27 -15 -21 -20 right_child=-2 2 3 4 -6 6 13 -9 -10 -11 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4.2360236644744855 6.5253076776862144 6.4622859684750464 18.820745728909969 18.905707348138094 52.956898615811951 56.026771184056997 20.089731113985181 42.381706227781251 13.387288693338631 5.9445704370737067 60.148391649127007 3.3179178587160996 15.870393569231963 15.575735356658695 8.5820568576455099 8.6744874119758588 64.51788653281983 441.45503894324065 leaf_count=73 50860 94 20107 3016 108 174 34 257 406 12 250 18 36 42 82 106 448 498 96 564 85 45 329 722 299 86 43 38 934 6313 internal_value=0 0.00138701 0.00155746 0.00165621 0.0113917 0.00050006 0.0070188 0.0408517 -0.00170502 0.0157198 0.0229876 0.0654271 -0.0116784 0.00284618 -0.0389677 0.00273134 0.00503555 0.019309 -0.00263493 0.00147553 -0.0217151 -0.0535178 -0.0322179 0.0871256 0.00378304 0.0426115 -0.00128303 0.0910754 0.0272424 0.00677485 internal_weight=0 4280.93 4270.25 4266.35 452.878 3813.47 963.912 105.828 2849.56 71.7434 68.9796 27.8931 10.7613 858.085 42.6936 23.8729 815.391 285.019 530.372 225.674 118.775 79.4803 66.093 59.3447 477.415 39.2946 23.7188 15.1368 106.9 461.545 internal_count=86175 35315 35242 35148 3124 32024 11511 747 20513 490 478 228 54 10764 222 140 10542 3386 7156 2166 668 459 374 1220 6708 209 123 80 1498 6409 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=31 num_cat=0 split_feature=9 8 9 8 0 8 3 2 2 9 6 8 5 8 8 7 5 9 6 9 6 2 8 4 6 7 9 8 1 9 split_gain=1.40003 10.2535 7.50187 37.6177 11.2593 10.3169 11.8906 10.058 8.42758 7.23079 15.7 31.6207 32.0765 15.167 12.32 12.9197 33.0359 11.6774 17.6971 11.2875 22.4091 17.831 13.2133 16.6234 12.8334 11.1593 11.1453 11.5207 21.4413 12.7231 threshold=1.3758142590522768 71.513231495000014 1.3875452280044558 73.498535265000015 0.23959012329578402 81.947250455000017 81.177448272705092 5296.0021972656259 700.32751464843761 1.2924330830574038 57.302055358886726 82.483280285000021 2.6646066904067998 59.948030760000009 83.673071915000023 104.69990539550783 2.5700099468231206 1.2887282371520998 56.100383758544929 1.3009637594223025 53.001518249511726 1647.2347412109377 73.056724475000024 0.088000997900962843 51.968187332153327 88.122100830078139 1.2964575886726382 84.718582635000018 113.47620010375978 1.310455918312073 decision_type=2 10 2 10 10 10 10 8 10 2 8 10 8 10 10 8 8 2 10 2 10 10 10 10 10 10 2 10 10 2 left_child=9 -2 3 4 -3 -5 8 -8 -7 17 13 12 -12 25 15 19 -17 -1 -19 20 -15 -21 23 24 -23 -11 -13 -28 -29 -30 right_child=1 2 -4 5 -6 6 7 -9 -10 10 11 26 -14 14 -16 16 -18 18 -20 21 -22 22 -24 -25 -26 -27 27 28 29 -31 leaf_value=3.8870850254784972e-06 -0.10045137906598732 -0.083900518381913938 0.0015994700741969053 0.12463421600801944 0.11007689289778842 0.14372713920997066 0.050738462498336891 0.2303960373502334 -0.11322481969662568 0.063686209551023193 -0.004140882816336686 -0.080006841493872466 -0.096037638408032477 0.10009506316563084 -0.042417340345144529 0.31253100732337058 -0.070659998073750604 0.048836355185310036 -0.078791905076082427 0.027787901640824089 -0.0074329317416502562 -0.11401773637551288 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threshold=6044.5651855468759 0.1799832955002785 91.760395050048842 42.537642925000007 73.244465885000011 2.6200132369995122 2.599985003471375 1.0514340996742251 47.108760685000007 1.0580517053604128 1.087821424007416 68.712821960449233 51.302978515625007 53.092426300048835 73.557281720000006 83.074457065000004 92.792285919189467 75.120756415000017 474.27500915527349 423.93499755859381 2.5273933410644536 1.3009637594223025 98.050918579101577 83.282422660000023 138.72499847412112 0.03688549995422364 2.6646066904067998 1.1929618716239931 73.498535265000015 1.4711266160011294 decision_type=8 10 8 10 8 8 10 2 10 2 2 8 10 10 8 10 10 10 8 10 10 2 8 10 10 8 10 2 10 2 left_child=-1 11 4 5 -3 -4 8 -8 -5 -10 -9 12 -2 14 18 16 -16 -18 -13 -15 21 -21 -23 -17 -20 -26 28 -28 -22 -30 right_child=1 2 3 6 -6 -7 7 10 9 -11 -12 13 -14 19 15 23 17 -19 24 20 26 22 -24 -25 25 -27 27 -29 29 -31 leaf_value=0.00023931829495883752 0.057219846205858453 0.15101040497871049 0.13263520939689644 -0.21606385548950813 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3.3964861794374883 52.583214768586913 4.841778464964591 11.885384857654573 7.39549638237804 5.4645864633203018 69.570760586066172 16.705894892569631 leaf_count=80739 251 121 211 20 167 20 49 152 10 143 142 68 41 63 471 29 125 14 1102 57 356 28 20 962 50 58 51 87 429 139 internal_value=0 -0.00476838 -0.0364662 -0.0562037 0.0456331 0.0795633 -0.070617 -0.0391492 -0.106103 -0.076346 -0.0787721 -0.000392696 0.0400377 -0.00283842 -0.011333 -0.0332556 -0.0699025 -0.0132853 0.00146751 0.0109403 0.0145937 -0.0452539 0.029328 -0.00221018 -0.0025031 0.0517245 0.0208012 -0.0405202 0.0265624 0.0417148 internal_weight=0 543.478 65.9234 53.1465 12.7769 5.10065 48.0458 25.4646 22.5813 17.772 18.6719 477.554 27.2405 450.314 278.574 102.695 47.0985 14.7437 175.879 171.74 165.27 15.531 6.24081 55.5962 168.345 16.7272 149.739 12.8601 136.879 86.2767 internal_count=86175 5436 1035 747 288 231 516 343 173 153 294 4401 292 4109 2879 1601 610 139 1278 1230 1167 105 48 991 1210 108 1062 138 924 568 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=31 num_cat=0 split_feature=2 1 8 8 4 8 6 9 9 0 2 5 8 8 8 9 8 8 4 6 1 9 7 9 2 9 8 8 4 4 split_gain=1.23359 4.70079 6.43917 14.613 6.13579 9.18668 8.1959 6.57072 5.99092 5.07193 8.85182 5.61032 4.90212 17.8936 11.4552 27.6365 13.711 13.7262 14.3341 13.4451 15.5292 11.9544 10.9589 16.4657 10.2837 9.88697 10.9459 15.4272 10.9629 16.9405 threshold=482.65499877929693 76.67044830322267 73.722831840000012 73.93013833000002 0.11928999796509744 72.513157530000015 54.210170745849616 1.079471290111542 1.5900974869728091 0.044505000114440925 252.63650512695315 2.2985000610351567 70.628452205000016 71.513231495000014 69.293986920000023 1.2012907266616824 68.343569515000027 61.931032750000007 0.054864000529050834 57.033216476440437 81.06995010375978 1.2560290694236758 92.333343505859389 1.079471290111542 134.70010375976565 1.303131699562073 66.704003095000019 65.747008215000008 0.064502499997615828 0.099062498658895506 decision_type=8 10 8 10 8 10 8 2 2 8 10 8 8 8 10 2 10 10 8 8 10 2 10 2 10 2 10 10 10 10 left_child=1 2 4 -4 5 6 -1 -8 -5 10 11 -3 14 -14 16 19 17 21 -19 -16 -21 -11 23 -20 -23 26 27 -24 -28 -30 right_child=-2 9 3 8 -6 -7 7 -9 -10 12 -12 -13 13 -15 15 -17 -18 18 22 20 -22 24 25 -25 -26 -27 28 -29 29 -31 leaf_value=0.038110541680426067 -0.00090069139093915118 -0.13535911423101779 -0.095065215285578597 -0.010896432620082448 0.0055348103898556454 0.11789508508911462 -0.0093916090926814307 -0.10562153207172952 0.10725193057493482 0.0028596193267399887 0.047384377152004248 0.001779182080687478 0.064420768647685742 0.0045596948954124269 0.092706270187838058 -0.12127735564196716 0.045748279185923044 0.031486014758578158 -0.0053693483584638883 0.062687907096484793 -0.059994121623912045 -0.01856637434051182 -0.0088389663270061185 -0.078414929154562829 0.095370014648992599 -0.10434414381236996 -0.12990979156803711 -0.093687534976569301 0.12748498309387818 0.0087767025521170473 leaf_weight=8.7165532240178418 6313.0491970522307 3.1513235713355234 21.051878164362279 410.00153011764633 510.36198076796427 3.6643324008909977 10.971967358491385 20.084378423634917 4.3371864596847436 1034.1400355654478 67.998116623843089 55.888556657148001 51.926227875286713 1302.4643652585655 12.588724727625957 26.69908349448815 64.827262142673135 55.091621974417649 53.893369147088379 14.749118767678736 34.341392181813717 11.417115092277525 132.43362595234066 72.204339567993884 25.87596875987947 10.894335563731145 4.5089350268244734 25.56553319748491 14.68421024084091 66.300769675523043 leaf_count=143 52586 18 207 4389 3871 37 99 111 48 6473 517 522 296 10787 116 143 377 858 311 74 174 87 890 1084 152 1219 20 196 66 304 internal_value=0 0.001322 -0.00468981 -0.0137892 0.00246401 -0.033616 -0.047575 -0.0716242 -0.00965969 0.0032149 0.0227879 -0.00554074 0.00239008 0.00685472 -0.00125215 -0.036283 0.000717504 -0.00121959 -0.0161877 0.000508493 -0.0231346 0.00486551 -0.0230906 -0.0471957 0.0604889 -0.0111418 -0.0069718 -0.0225681 0.0218514 0.0303009 internal_weight=0 4130.83 989.19 435.391 553.799 43.4372 39.7729 31.0563 414.339 3141.64 127.038 59.0399 3014.61 1354.39 1660.22 88.3783 1571.84 1507.01 435.577 61.6792 49.0905 1071.43 380.485 126.098 37.2931 254.387 243.493 157.999 85.4939 80.985 internal_count=86175 33589 8905 4644 4261 390 353 210 4437 24684 1057 540 23627 11083 12544 507 12037 11660 4948 364 248 6712 4090 1395 239 2695 1476 1086 390 370 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=31 num_cat=0 split_feature=9 8 3 9 9 3 0 1 6 8 8 9 5 8 8 2 9 9 1 8 2 7 0 5 8 8 9 3 6 6 split_gain=1.25129 18.6051 8.15808 8.35027 11.0301 18.8029 17.7599 8.73907 10.6618 8.19918 17.1503 12.5933 14.8504 9.28893 8.12226 8.11222 7.94794 11.5257 17.7307 9.72764 9.09825 10.3835 14.8932 14.2565 8.49993 10.3493 12.8145 8.25786 7.89903 7.7982 threshold=1.0465513467788699 59.515317785000008 167.63238525390628 1.0283345580101015 1.024965286254883 11.651244640350344 0.22995000332593921 75.93500137329103 55.569528579711921 56.807741540000009 53.814256215000007 1.0432021617889407 2.7073333263397221 53.385573055000009 47.108760685000007 1017.7399902343751 1.0448677539825442 1.0399255156517031 138.72499847412112 3.8536719175000003 1057.6399536132815 97.206172943115249 0.12519665807485583 2.6252865791320805 56.807741540000009 55.434759575000008 1.0349020361900332 3.7308750152587895 56.367828369140632 52.819286346435554 decision_type=2 10 10 2 2 10 10 10 10 10 8 2 8 8 10 10 2 2 10 8 10 8 8 10 10 8 2 10 10 8 left_child=1 2 3 4 -1 6 -6 8 -5 10 11 13 15 -4 -10 -13 17 19 27 -9 21 23 -23 -21 25 29 -27 -19 -29 -24 right_child=-2 -3 9 7 5 -7 -8 16 14 -11 -12 12 -14 -15 -16 -17 -18 18 -20 20 -22 22 24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0043742895366187 0.00037623463038797883 -0.10848970362866193 0.0098421271038271439 -0.12759145150375203 -0.075899524771222665 0.10986241702214433 0.11125108484037316 -0.11682667492939447 0.087049986543557334 -0.11360659434352077 0.10166215400558264 -0.073147964755145456 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480 2555 201 137 158 87 80 134 79 123 31 115 24 23 53 134 40 73 62 132 88 25 132 47 20 40 366 48 536 internal_value=0 -0.00304552 -0.00158576 -0.00783536 0.0011122 0.046875 -0.0165983 -0.0201312 -0.0772814 0.00936338 0.0109025 0.00648605 -0.052711 0.0117 0.00855162 0.0256886 -0.0153479 -0.0114127 0.0191696 -0.0249227 -0.0194522 -0.0121086 -0.0247106 0.0378951 -0.0113146 -0.00467352 0.09042 0.0342217 0.041173 -0.0148189 internal_weight=0 1208.72 1192.22 758.995 439.312 47.0304 23.4249 319.683 24.6901 433.222 427.867 408.013 33.0278 374.985 9.12393 13.9534 294.993 278.96 85.4738 193.486 182.616 164.78 131.611 33.1688 113.596 107.273 10.3415 77.0576 73.733 96.932 internal_count=86175 9520 9040 6060 3879 382 224 2181 358 2980 2901 2778 199 2579 157 84 1823 1689 527 1162 1082 950 756 194 668 621 60 454 414 561 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=31 num_cat=0 split_feature=5 2 6 1 4 4 0 9 8 8 6 8 0 7 0 1 1 7 1 6 0 7 3 7 8 0 9 8 8 7 split_gain=1.2637 4.24126 7.50489 15.0901 6.60172 8.94845 9.33233 7.62585 7.01976 16.5875 9.76931 6.69538 6.6822 6.15581 6.55401 6.30437 7.13075 7.97802 5.36015 5.31746 5.3454 7.10186 6.4622 5.66659 5.40921 5.15111 8.23896 10.9244 18.602 11.1271 threshold=2.6280050277709965 169.55500030517581 54.137121200561531 51.555000305175788 0.12600333243608478 0.15003500133752826 0.24904999881982806 1.0316978693008425 57.044835510000006 60.968498590000003 56.720886230468757 39.379337840000005 0.44810657203197485 98.913600921630874 0.23703330010175708 116.91954803466798 94.196922302246108 94.70849990844728 168.92400360107425 54.174953460693366 0.4100001603364945 90.258865356445327 52.958499908447273 93.319149017333999 74.075884320000014 0.079295001924037947 1.5525022745132449 74.075884320000014 73.722831840000012 87.882106781005874 decision_type=8 8 8 10 8 10 10 2 10 10 8 10 10 10 8 10 10 8 8 10 10 8 10 8 10 10 2 10 10 10 left_child=1 2 3 -1 25 12 13 -8 11 -10 -11 -9 18 15 -15 16 -7 -18 -6 -4 21 24 -22 -23 -21 26 27 28 29 -3 right_child=-2 4 19 -5 5 6 7 8 9 10 -12 -13 -14 14 -16 -17 17 -19 -20 20 22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.078930788096351068 0.00074390389010612625 -0.018974207413844705 -0.077967412856174576 0.049846447299366818 -0.035267129869707474 0.044089827274246728 0.093232158991173153 -0.015211065434408351 0.2215347420240712 -0.090093261322013118 0.010847322433145571 -0.10697564156448668 0.023488287343827588 -0.01195159014430223 0.12741423409426994 0.12436836639284515 -0.14923594899452194 0.0075123175005522395 0.08103754810778542 -0.0003065127333760546 -0.0058516417923912397 0.059585869562038055 -0.068802325163968725 0.0071982101074285531 -0.15394997168445787 -0.0042070421852517239 -0.052732299959084822 0.038635452367512813 -0.064910538146471214 0.017967383607382488 leaf_weight=10.424805760150774 7034.9290920583735 109.53916758671403 8.3203908721407043 71.570098296535434 214.32349422504194 51.625464189331979 4.9153713231353313 13.291609425097702 2.909763775765895 14.966090641217304 26.682141327764839 19.788647291250527 23.057060676044784 74.912052091443911 3.5335502773523322 7.0342955738306037 4.2146539613604572 14.143491745926438 4.0372669100761405 4.4562854543328267 172.84599385311594 21.593666636385024 18.005976863059914 471.12657717210823 4.7168126702308655 1537.1524567767628 22.383937210775912 102.74182149290573 37.515908390283585 318.94407604448497 leaf_count=68 60366 734 222 649 1287 282 238 78 16 100 199 182 244 423 15 33 20 71 28 30 1664 124 173 3029 21 12440 259 1024 318 1838 internal_value=0 -0.00160625 0.00484777 0.0334738 -0.0035443 -0.0141453 -0.00038624 -0.0275592 -0.0352067 -0.009298 -0.0254252 -0.0701047 -0.0277106 0.014043 -0.00567391 0.0341255 0.0250549 -0.0284739 -0.0331168 0.00149975 0.00245421 0.00787105 -0.0117907 0.00949412 -0.0793101 -0.00115622 0.0067771 0.00911921 0.00261158 0.00852349 internal_weight=0 3390.77 783.061 81.9949 2607.71 479.435 238.017 82.5536 77.6383 44.558 41.6482 33.0803 241.418 155.464 78.4456 77.0179 69.9836 18.3581 218.361 701.066 692.745 501.893 190.852 492.72 9.1731 2128.28 591.125 568.741 465.999 428.483 internal_count=86175 25809 5980 717 19829 3216 1657 813 575 315 299 260 1559 844 438 406 373 91 1315 5263 5041 3204 1837 3153 51 16613 4173 3914 2890 2572 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=31 num_cat=0 split_feature=3 0 7 1 1 0 9 9 2 1 5 1 8 8 5 9 8 1 4 7 0 9 8 7 5 9 3 7 5 6 split_gain=1.33448 6.27451 5.61694 5.69455 4.45126 7.94527 6.31499 13.069 7.73969 7.71306 6.12448 7.49299 5.82084 6.48015 8.22495 11.6424 5.84599 6.60909 5.72259 5.69645 7.46208 5.58537 5.54993 7.96149 5.75386 7.70835 4.73301 4.64746 6.02289 7.31761 threshold=6044.5651855468759 0.22001499682664874 103.21296691894533 68.712821960449233 150.86499786376956 0.10766500234603883 1.4366575479507449 1.4601647257804873 3526.4384765625005 123.35924911499025 2.5300999879837041 116.62369918823244 73.722831840000012 73.430923220000025 2.6099965572357182 1.2610664963722231 73.35557599000002 139.81220245361331 0.069995000958442702 92.734897613525405 0.09000007808208467 1.2964575886726382 83.074457065000004 97.13147354125978 2.6000032424926762 1.2128868699073794 11231.395019531252 94.889053344726577 2.6399934291839604 51.767759323120124 decision_type=8 10 10 8 10 8 2 2 10 8 8 10 8 10 10 2 8 10 10 10 10 2 10 10 8 2 10 8 10 8 left_child=-1 2 3 -2 6 -6 10 9 -9 -8 11 -5 13 16 15 -15 17 19 27 20 -12 -19 23 24 25 -14 -25 28 -10 -30 right_child=1 -3 -4 4 5 -7 7 8 18 -11 12 -13 22 14 -16 -17 -18 21 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31 leaf_value=0.00024384083411133439 0.045719291660785998 -0.048354451138664434 -0.056671533094270636 0.039540706803634647 0.05911999394473462 -0.072441629010675343 0.17106615516406873 -0.055946017901534972 0.12332775310056948 -0.022492286653970101 -0.00043857980965674961 -0.10483640502599563 0.052659154676880274 0.07229080504964229 0.12355577057839928 -0.11910924320809933 -0.080800046174005519 -0.0088951781722670549 0.093781299949740229 -0.032415130379203939 0.087214330948735541 0.15758065416808367 0.0012469237007657608 -0.035280335299540569 -0.078764836349818193 -0.10726708536795648 0.11553763522137593 -0.08526926059461902 0.041859596008819916 -0.099819916992800017 leaf_weight=9882.4375070553469 25.641345275595086 31.256329891268251 18.240535438992083 4.8961181327467811 24.491121451486833 5.6492439046560348 8.2815893784863839 15.559919678111326 4.7460839012637797 2.7398507851758049 143.32683561532758 13.523255810141562 8.6645411029458028 8.6550469398498553 9.3898450285196287 5.0220513418316832 9.5324950627982599 3.4990882645361108 9.7714588381350023 53.380904725403525 10.41841050761286 4.7527670413255692 41.228826842241688 3.9192267488688213 40.687353906076169 4.6213179640471926 4.4359452892094851 4.7612957845558403 11.155015120108148 5.4151791420881628 leaf_count=80739 299 663 136 31 151 93 167 455 28 53 930 85 53 39 54 30 65 36 60 434 103 25 452 31 529 81 37 62 166 88 internal_value=0 -0.00487185 -0.00218803 -0.000152226 -0.00269524 0.0344612 -0.00528532 0.0241336 0.00294886 0.122949 -0.0102498 -0.066459 -0.00730462 0.00101096 0.0514883 0.00201121 -0.00416602 -0.000774245 0.0285116 -0.0042707 0.00550114 0.0869888 -0.0272171 -0.0460454 -0.0601072 -0.00296916 0.0447923 0.00405457 0.0240063 -0.00444161 internal_weight=0 537.663 506.407 488.166 462.525 30.1404 432.384 62.4304 51.409 11.0214 369.954 18.4194 351.535 247.977 23.0669 13.6771 224.911 215.378 35.849 207.126 153.745 8.25186 103.557 62.3284 53.9732 13.2859 8.35517 26.0776 21.3163 16.5702 internal_count=86175 5436 4773 4637 4338 244 4094 1079 859 220 3015 116 2899 1716 123 69 1593 1528 404 1467 1033 61 1183 731 663 134 68 344 282 254 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=31 num_cat=0 split_feature=6 0 5 2 8 5 6 2 4 6 2 9 9 1 4 7 2 1 8 0 1 5 9 5 1 7 8 5 9 7 split_gain=1.26855 6.21537 8.28897 7.64167 6.28598 7.77271 6.56866 5.26502 6.77596 11.2892 8.12559 7.50298 10.6662 9.12993 14.3356 8.29111 10.4364 9.11499 9.42553 12.3993 14.605 15.0325 8.98136 8.27216 8.24328 9.73517 11.7565 9.37652 9.1419 17.8363 threshold=55.052148818969734 0.0099899997003376501 2.6116249561309819 474.27500915527349 57.40847612000001 2.2985000610351567 59.624731063842781 328.73005676269537 0.18999666720628741 62.405439376831062 6746.2304687500009 1.4649919867515566 1.5024287104606631 122.49349975585939 0.079994998872280135 105.58964920043947 423.93499755859381 95.72259902954103 74.198335955000019 0.11000006645917894 123.78184890747072 2.5600099563598637 1.539929270744324 2.713103294372559 120.49074935913087 109.97735595703126 49.976338770000005 2.4801000356674199 1.1543519496917727 93.680648803710952 decision_type=10 8 10 10 10 10 10 10 8 10 10 2 2 10 10 10 10 10 10 10 10 8 2 10 8 8 10 10 2 10 left_child=-1 2 3 4 6 -6 -2 -3 11 10 -10 23 13 -13 -15 16 -14 -18 19 20 21 -19 -17 24 25 27 -27 -9 -26 -30 right_child=1 7 -4 -5 5 -7 -8 8 9 -11 -12 12 15 14 -16 22 17 18 -20 -21 -22 -23 -24 -25 28 26 -28 -29 29 -31 leaf_value=-0.00071076629027044 -0.094675115594094611 -0.0018904528786750888 -0.085564935369782463 -0.045370885924420706 -0.070222606722046096 0.071340245377492034 0.058546104618322173 -0.044115157914372004 -0.050845820948103873 0.13541925478133837 0.086555622261767232 -0.074426365502915162 0.061542503759804169 -0.11682588924401605 0.27688767589130725 0.18856509941057523 -0.055935564734628934 0.080130545427057887 -0.022318708120296071 -0.043725008180006852 -0.047169722102998024 0.30026426806411471 -0.023670820893593437 -0.023955917633806927 -0.014618618261486372 -0.037999309844085519 0.074792844263985872 0.017925816736822125 -0.034836457767255545 0.03213622136085565 leaf_weight=7489.6922026280554 7.7652712613344175 1371.6881578310422 17.679191958974116 32.024498778162524 4.6824762076139477 22.592063791351393 4.3739403933286667 25.299050141707994 49.178394159534946 3.9940756019204846 4.716808862052857 33.798144368571229 20.786354546871735 1.753493876080028 1.9569182692794127 4.7416056990623456 37.914745714748278 11.973800349980598 55.622715288773179 10.548114146222359 5.8558773652184746 4.1868329420685759 3.4408072605729103 64.059605447400827 188.65390246734023 11.108950953930615 54.95803959236946 656.57132922578603 52.818457850953564 160.91614596260479 leaf_count=65036 37 10582 136 224 21 108 20 227 310 48 24 501 161 32 19 23 475 68 449 181 52 30 26 549 1113 99 435 3732 457 1000 internal_value=0 0.00174478 -0.0242589 -0.00908719 0.0203941 0.0470368 -0.0394672 0.00256175 0.00673079 -0.026799 -0.0388207 0.00811037 -0.0102275 -0.0580795 0.0908236 0.00134697 -0.00411046 -0.0149325 0.00269608 0.0454231 0.088134 0.137162 0.0993172 0.0110184 0.0129661 0.0191752 0.0558272 0.0156239 0.00142492 0.0155858 internal_weight=0 2925.66 89.1174 71.4383 39.4138 27.2745 12.1392 2836.54 1464.85 57.8893 53.8952 1406.96 192.579 37.5086 3.71041 155.071 146.888 126.102 88.1873 32.5646 22.0165 16.1606 8.18241 1214.39 1150.33 747.937 66.067 681.87 402.389 213.735 internal_count=86175 21139 546 410 186 129 57 20593 10011 382 334 9629 2017 552 51 1465 1416 1255 780 331 150 98 49 7612 7063 4493 534 3959 2570 1457 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=31 num_cat=0 split_feature=9 9 8 8 5 8 9 8 9 4 8 8 1 9 8 8 4 8 9 8 4 8 5 6 8 6 2 8 6 4 split_gain=1.35688 16.8455 19.8555 18.0324 14.929 28.5928 13.4584 19.4104 12.1593 26.8052 11.9604 27.6441 11.9455 30.1758 44.5581 19.4565 22.6387 19.0612 18.8871 15.5864 14.4096 12.9493 10.5141 10.4632 10.5192 10.2986 10.1777 16.321 13.1983 10.0437 threshold=1.0828325152397158 1.0727607607841494 61.931032750000007 63.771519430000005 2.68000340461731 55.038618855000003 1.079471290111542 65.747008215000008 1.087821424007416 0.05587549880146981 69.293986920000023 67.714191485000015 80.730300903320327 1.0465513467788699 47.632367260000002 60.522278915000008 0.18784166872501376 60.968498590000003 1.016515374183655 65.937389495000019 0.20001550018787387 65.243336400000018 2.599985003471375 57.033216476440437 81.360097850000017 52.079084396362312 1580.6350097656252 68.163682825000009 52.729789733886726 0.041685000061988838 decision_type=2 2 10 10 10 10 2 10 2 10 10 8 8 2 8 10 10 10 2 10 8 8 10 8 10 10 10 10 8 8 left_child=1 4 29 -4 12 -6 7 -5 9 26 11 22 13 14 18 16 -15 -17 -1 21 -16 -14 -8 24 -9 -11 27 28 -2 -3 right_child=8 2 3 6 5 -7 10 23 -10 25 -12 -13 19 15 20 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0012333143815214677 0.11853484729370684 -0.0088488765366102791 -0.08918867686979931 0.13122073813736848 -0.0079288160938622357 -0.089556294273264545 0.027889439980790205 0.093248937208126409 -7.2305114887106128e-05 0.0011771545712516147 0.035499897798681075 -0.2711233547694874 -0.0013906844900994694 0.098754018088215004 -0.00077828854569624234 -0.15435777040990784 -0.072732052978325884 0.028534969130968431 0.08112236293092151 -0.10724021615835169 -0.10281774441662195 0.099411788031461112 -0.128562803073166 -0.055184021077155837 -0.10500387101518366 -0.10167758745758078 0.040795063622211469 0.03241517384710263 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-0.0726037 -0.000478838 -0.0194558 0.00126936 0.0555841 -0.0807808 0.00223811 -0.0217351 -0.0661276 0.0438988 internal_weight=0 2384.88 306.153 116.269 2078.72 315.195 93.8674 51.456 8025.15 170.241 42.4114 25.9098 1763.53 328.049 185.164 142.885 89.8437 53.0411 118.765 1435.48 66.3997 1421.67 20.3538 34.1239 17.3914 60.1323 110.109 67.8948 37.3089 189.884 internal_count=86175 17000 2040 953 14960 3276 781 462 69175 1020 319 150 11684 2737 1916 821 468 353 1245 8947 671 8850 123 379 221 402 618 396 232 1087 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=31 num_cat=0 split_feature=5 9 8 1 9 8 3 2 8 5 2 7 9 7 6 0 9 8 3 8 6 9 9 1 9 0 2 7 1 4 split_gain=1.45941 9.23634 12.9633 11.2196 6.55278 13.2313 15.7685 9.9319 8.60785 9.26745 8.32944 9.51173 7.96237 7.60827 6.55025 9.23352 7.80633 6.45181 6.44953 7.67073 7.44851 12.6102 7.64297 9.41834 6.42736 6.37654 11.3938 9.84384 6.14783 6.14651 threshold=2.7169150114059453 1.0695490241050722 50.568756935000003 116.32144927978517 1.2375842332839968 66.889917430000011 158.91149902343753 9242.6884765625018 88.353219990000014 2.7409050464630131 20875.949218750004 103.77054595947267 1.2476399540901186 104.48049926757814 54.704156875610359 0.55435001850128185 1.1946979165077212 88.27951542000001 43.264999389648445 63.990744600000006 52.516048431396491 1.2526250481605532 1.2762882113456728 89.910800933837905 1.018160939216614 0.25231336057186132 112.51330184936525 92.950023651123061 91.850250244140639 0.054104501381516464 decision_type=10 2 10 10 2 10 10 10 8 10 8 8 2 10 10 10 2 8 10 10 10 2 2 10 2 10 10 8 10 10 left_child=-1 2 -2 24 7 6 12 14 9 17 11 -11 -6 -13 15 -3 -17 -7 29 20 21 -20 -23 -24 -4 -16 -27 -28 -22 -14 right_child=1 4 3 -5 5 8 -8 -9 -10 10 -12 13 18 -15 25 16 -18 -19 19 -21 28 22 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.00035660089592202222 0.0056491175296438318 0.029368047190159605 0.11556747184569548 0.022978573554443493 -0.085205947022286024 0.054225595349681702 -0.10086578959574824 -0.020564258130951564 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3.6051312275230911 16.600320262252353 2.907481734699104 45.768477291159797 leaf_count=74151 1079 2718 15 89 101 1048 2179 558 462 804 145 64 210 2 278 57 26 30 12 457 33 57 11 91 864 18 30 110 64 412 internal_value=0 0.00415684 -0.0207264 -0.0600238 0.00895217 -0.00717565 -0.0293173 0.0152127 0.0257525 0.0371612 -0.0224298 0.0123651 -0.00900736 -0.503907 0.0211506 0.0271815 -0.101582 0.0608263 0.00335587 0.0588446 0.0875689 0.0127856 -0.0580881 0.191377 -0.0869343 -0.0059374 0.0359798 0.0666217 0.159528 -0.0126272 internal_weight=0 774.06 125.069 50.2302 648.991 181.48 108.513 467.512 72.9666 65.716 18.6795 14.6908 84.5208 0.3484 400.963 327.949 5.47604 47.0366 72.7217 16.2625 13.8414 6.78748 5.34292 0.998591 37.9321 73.0138 24.2419 20.2055 7.05387 56.4591 internal_count=86175 12024 2047 968 9977 6182 3627 3795 2555 2093 1015 870 1448 66 3237 2801 83 1078 1347 725 268 171 159 102 879 436 158 140 97 622 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=31 num_cat=0 split_feature=2 6 4 7 2 6 0 6 1 6 6 9 2 9 3 4 4 8 9 7 5 3 8 9 9 8 8 4 4 6 split_gain=1.49252 5.32812 4.95248 14.4652 10.7277 7.85332 7.55644 7.37854 6.11277 8.31918 5.75603 6.85952 15.4468 10.2406 29.4777 9.1254 7.80059 7.17546 14.0562 15.212 10.915 11.1196 9.55589 12.0357 15.6186 18.0242 11.0356 11.2149 10.7512 10.7091 threshold=282.41656494140631 48.898498535156257 0.18007667362689975 104.69990539550783 3040.8686523437505 60.751745223999031 0.12000017985701562 62.405439376831062 40.679105758666999 50.523035049438484 54.970867156982429 1.0580517053604128 1881.8937988281252 1.0711222887039187 100.03596115112306 0.12600333243608478 0.16244000196456912 55.434759575000008 1.0760917663574221 107.00885391235353 2.5579032897949223 43.264999389648445 60.333021200000012 1.0911181569099428 1.1026969552040102 60.751124400000009 59.604882060000008 0.065000999718904509 0.086001999676227583 56.594217300415046 decision_type=8 8 10 8 10 8 10 10 8 8 10 2 10 2 10 10 10 10 2 8 10 10 10 2 2 10 10 8 8 10 left_child=1 -1 8 4 5 6 -4 -5 9 -2 -10 12 15 14 -13 -12 -17 18 -15 20 -20 -22 26 -24 -25 -26 27 -19 -29 -30 right_child=2 -3 3 7 -6 -7 -8 -9 10 -11 11 13 -14 17 -16 16 -18 22 19 -21 21 -23 23 24 25 -27 -28 28 29 -31 leaf_value=-0.064533296032083867 -0.03272863610620233 0.0022814739875513879 0.042992206390338579 -0.089768436635057819 0.086122437881110139 0.11996022609028177 -0.042516207411645524 0.081579854564431342 -0.0020734705370363585 0.068292196445033676 0.022169232673245887 0.042510185718037004 0.078363306736429147 0.10024934615036885 -0.10426212487926678 -0.059631594885635089 0.038929338834688569 -0.065924613655031342 -0.084628975579118484 -0.078226853213212905 -0.091324237247235984 0.051791477184828551 -0.063294841801999777 0.062501105488944428 -0.10676652375675298 0.003651022388900884 0.075983658749761013 0.087617505099703286 -0.030162323131971747 0.051398276967757277 leaf_weight=11.987895340280373 11.508550671045667 2714.6882706644974 13.287351364269851 31.286676376814285 12.744689822895451 4.0750238895416251 46.508527069352567 2.7326031588017932 5913.1471538311453 27.9494044019375 119.68397543253377 24.385647788643837 39.142141204327345 8.6295399963855726 31.180143285542727 29.444975793361664 11.041097564622758 15.201905287802218 10.961231511086224 41.312155444175005 6.5012788325548163 32.913568139076233 26.799430664628744 44.578026030212641 15.002491582185028 1013.357872780005 38.766150956973433 21.986300785094503 35.599631227552891 29.389044422656298 leaf_count=152 299 22803 70 539 65 20 249 44 50672 298 672 110 206 46 207 193 67 81 87 338 31 193 167 236 76 7548 204 116 229 157 internal_value=0 0.00198772 -0.000736701 -0.0217409 0.00235371 -0.0143614 -0.0235152 -0.0760049 -0.000428851 0.0388278 -0.000635135 0.00469428 0.0220487 0.00221752 -0.0398495 0.00828665 -0.0327527 0.00396062 -0.0217642 -0.0332479 0.00363824 0.0281853 0.00604065 0.00289882 0.00455218 0.00204017 0.0305554 0.0133199 0.0271706 0.00672084 internal_weight=0 2726.68 7659.12 110.635 76.6156 63.8709 59.7959 34.0193 7548.48 39.458 7509.02 1595.88 199.312 1396.56 55.5658 160.17 40.4861 1341 100.318 91.6882 50.3761 39.4148 1240.68 1099.74 1072.94 1028.36 140.943 102.177 86.975 64.9887 internal_count=86175 22955 63220 987 404 339 319 583 62233 597 61636 10964 1138 9826 317 932 260 9509 695 649 311 224 8814 8027 7860 7624 787 583 502 386 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=31 num_cat=0 split_feature=8 8 8 9 9 4 8 9 4 8 1 7 8 6 7 3 1 8 9 0 9 9 5 8 9 1 9 3 8 2 split_gain=1.33941 11.2889 10.2912 16.3368 17.504 24.4011 17.8582 14.2221 15.8486 15.4395 13.8755 13.8095 13.6685 17.7104 12.5437 15.1704 11.4958 11.0663 10.1743 13.3406 10.0877 34.2057 51.925 26.4427 21.9734 22.5121 20.9948 26.8259 32.049 24.1417 threshold=72.669456165000014 72.513157530000015 73.430923220000025 1.2964575886726382 1.1912651062011721 0.050005000084638603 73.130797875000013 1.3393588662147524 0.11000333353877069 73.35557599000002 87.930801391601577 87.882106781005874 73.557281720000006 53.432479858398445 90.124980926513686 487.31999206542974 138.72499847412112 72.792983550000017 1.1844688057899477 0.089829999953508391 1.239249646663666 1.219445586204529 2.599985003471375 78.137514370000019 1.2627818584442141 81.391963958740249 1.179467558860779 177.14215087890628 84.486923110000006 272.85049438476568 decision_type=8 10 8 2 2 8 10 2 8 10 10 10 8 8 10 10 10 10 2 10 2 2 10 10 2 10 2 10 10 10 left_child=1 -1 3 4 5 6 -2 8 9 14 -9 17 13 -4 -5 -16 -17 -12 19 -7 21 26 23 -23 25 -22 -14 29 -29 -28 right_child=2 -3 12 7 -6 18 -8 10 -10 -11 11 -13 20 -15 15 16 -18 -19 -20 -21 24 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0005675018969312195 -0.1270195847508446 0.047398346348989491 0.12020050351313079 0.2452345761961191 -0.074943472756609744 -0.051595543043942274 0.078237342132955523 -0.11598402352959175 -0.057402055075299455 -0.11205691519199862 0.22460432424406812 -0.028806058897411974 -0.0090197772091823655 0.016395189024814356 0.14730248149337119 -0.022288786067984928 0.092824011710487764 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1692 739 1056 internal_value=0 0.000985997 -0.0013027 -0.0192179 -0.0468358 0.00302536 -0.0728724 0.000525972 0.0338303 0.0573217 -0.0239171 -0.00895925 -4.45555e-05 0.0323822 0.0728223 0.0593183 0.0248083 0.0713181 0.07443 0.0188066 -0.00103261 -0.00665813 -0.0437272 -0.0654014 0.0032988 0.0290931 -0.00153442 0.016192 -0.00759251 0.0402011 internal_weight=0 5812.05 4565.73 299.602 124.896 45.025 21.8258 174.706 73.9488 58.8066 100.757 86.675 4266.13 126.147 53.8762 49.9629 35.8869 17.1809 23.1992 13.6027 4139.98 1800.95 218.7 182.576 2339.03 289.393 1582.25 469.769 235.988 233.781 internal_count=86175 43521 42654 2289 795 334 177 1494 580 422 914 724 40365 655 365 347 255 99 157 108 39710 16323 2397 2058 23387 2686 13926 4285 2431 1854 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=31 num_cat=0 split_feature=2 5 6 3 7 8 9 9 7 6 9 1 0 9 9 2 2 1 7 3 9 8 8 7 8 8 9 4 4 3 split_gain=1.41274 5.1043 6.64346 10.0262 8.92513 6.90955 7.35305 9.76988 8.13437 8.02186 9.37394 10.4756 7.78379 6.85746 11.6028 6.70025 6.54029 5.99953 7.25687 7.09265 5.98701 9.0196 6.76466 10.9718 10.4903 6.98 6.12435 9.05967 9.02346 8.74508 threshold=282.41656494140631 2.5940849781036381 48.898498535156257 29.450950622558597 94.765163421630874 87.45789489000002 1.024965286254883 1.016515374183655 91.114151000976577 56.208528518676765 1.3951563835144045 89.641059875488295 0.21505000442266467 1.018160939216614 1.0215296745300295 233.44899749755862 206.01550292968753 106.99300003051759 93.006793975830092 150.47010040283206 1.1727803349494936 83.823592210000001 46.426018395000007 106.59830856323244 45.692128230000002 48.641006055000013 1.521198630332947 0.10405899956822397 0.11567999795079233 14.215449810028078 decision_type=8 10 10 10 8 10 2 2 10 10 2 10 10 2 2 10 10 10 8 10 2 10 8 10 8 8 2 10 10 10 left_child=1 17 3 -3 5 6 7 8 -4 12 11 15 -8 -9 -15 -11 -7 -1 19 -19 21 22 24 25 -20 -24 27 -22 -29 -28 right_child=-2 2 4 -5 -6 16 9 13 -10 10 -12 -13 -14 14 -16 -17 -18 18 20 -21 26 -23 23 -25 -26 -27 29 28 -30 -31 leaf_value=0.0016151955609357523 -0.00072164040557639328 -0.15690823998502715 -0.10390497727932935 -0.022745121035477902 -0.0080128902836148954 0.003371650613882777 0.077114260572462012 -0.20500898522368224 0.080765886671570974 -0.054053762837844327 0.15871531760952992 0.018082448538335693 0.019902677330596814 0.080544703736519521 -0.1618874454356779 -0.23055976942880438 -0.11217052559875865 0.033943322516784794 0.00097881454173362123 0.16358811567684262 0.0051570839264751802 0.11803525728290665 0.089546869112822142 -0.074806297928937435 -0.17697766025346523 0.027493181434822281 -0.035615939961391792 -0.12597605235493137 -0.022023710391100754 0.061832924248785462 leaf_weight=1426.094547977922 7636.2440762212791 6.4078229085280318 3.1707596423220847 42.610907680122182 614.53649261992541 14.962304651940942 49.226424062304432 3.6583222821354848 9.6276234500110132 7.2210972576867807 3.0649458401021539 19.525856485706754 46.005083692492917 3.9903262555599213 3.9071882572025061 3.0628826767206192 7.2841280531720249 13.639419980929235 61.394317270838656 6.110317414160817 111.15468547944329 9.5295024588704091 20.912380506517366 9.5193337835371477 3.5014584213495246 136.08176418057701 13.20440347236581 11.192274678178363 32.885849862985197 30.434319466352463 leaf_count=10238 63220 290 34 558 5925 228 581 24 68 51 43 141 513 30 25 16 127 103 405 40 1301 61 148 67 19 1213 116 78 262 250 internal_value=0 0.00193099 -0.00456151 -0.0402832 -0.00234289 0.0176015 0.0251981 -0.0251697 0.0350143 0.0347735 -0.00781681 -0.0249391 0.0494761 -0.0918249 -0.0393953 -0.106623 -0.0344602 0.00481722 0.0147537 0.0740538 0.0120908 0.0226908 0.0187644 0.0294382 -0.00862285 0.035759 -0.000751426 -0.0100558 -0.0484192 0.0323464 internal_weight=0 2723.92 838.262 49.0187 789.243 174.707 152.461 24.3542 12.7984 128.106 32.8748 29.8098 95.2315 11.5558 7.89751 10.284 22.2464 1885.65 459.56 19.7497 439.81 240.939 231.409 166.513 64.8958 156.994 198.872 155.233 44.0781 43.6387 internal_count=86175 22955 8654 848 7806 1881 1526 181 102 1345 251 208 1094 79 55 67 355 14301 4063 143 3920 1913 1852 1428 424 1361 2007 1641 340 366 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=31 num_cat=0 split_feature=5 9 8 7 9 2 6 9 8 3 2 8 5 1 9 9 0 4 2 7 9 2 7 9 0 9 7 1 1 6 split_gain=1.3179 7.58605 11.1554 10.2965 6.61301 5.63744 7.9001 5.54775 11.2343 14.4121 8.76817 7.1923 7.43758 7.08081 6.93119 6.7396 6.09708 5.86444 5.81161 6.82323 6.57773 5.45131 5.4221 5.33527 13.2326 7.8507 9.98659 6.78128 5.35244 6.41959 threshold=2.7169150114059453 1.0695490241050722 50.568756935000003 97.657714843750014 1.0198619961738589 737.08648681640636 56.420606613159187 1.2375842332839968 66.889917430000011 158.91149902343753 3871.658325195313 88.353219990000014 2.7409050464630131 42.885000228881843 1.6024157404899599 1.2476399540901186 0.157120056450367 0.17855834215879443 20875.949218750004 104.48049926757814 1.2833399772644045 360500.29687500006 99.606616973876967 1.179467558860779 0.42000003159046179 1.1694471240043642 88.284236907958999 87.642147064208999 137.54299926757815 53.001518249511726 decision_type=10 2 10 8 2 10 10 2 10 10 10 8 10 10 2 2 10 8 8 10 2 10 8 2 10 2 10 10 10 10 left_child=-1 2 -2 4 -4 6 -5 10 9 15 13 12 -10 -3 18 22 -12 -17 19 20 -14 -13 -9 25 27 28 -27 -25 29 -15 right_child=1 7 3 5 -6 -7 -8 8 11 -11 16 21 14 23 -16 17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.00033897491357178839 0.005252361418541217 -0.029655794457345161 0.092419332083783556 -0.079967608382464112 -0.094685828274903142 0.095187497201505475 0.26047080892515806 -0.12195607418559261 0.054977610500477475 -0.099566009958143728 -0.033759417511822133 -0.1157804872418625 0.050526867378035939 0.03356260646350976 0.40348953088860151 -0.0036535712447863518 0.0093292357162421159 0.1317768372811732 -0.1347677255255357 -0.43202427207868538 -0.11032763570464788 0.11741579276071089 0.035871012240731047 0.023636041831411051 -0.084327934967048102 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0.079994998872280135 4589.5473632812509 1234.7395629882815 35815.000000000007 1.0895128250122073 164.72000122070315 125.20989990234376 94.70849990844728 124.37325286865236 121.6716995239258 0.068003501743078246 98.433982849121108 0.4379699975252152 97.813060760498061 1.0316978693008425 99.113479614257827 0.18389599770307544 2.6892033815383916 0.052423998713493354 390.20500183105474 0.25704999268054968 34.179560925000011 0.06591349840164186 2.7066066265106206 147.87545013427737 108.79690170288087 53.062681198120124 856.39001464843761 decision_type=10 8 10 10 8 10 2 10 10 8 10 10 10 10 8 8 2 10 8 10 10 10 10 10 10 10 8 10 10 10 left_child=1 2 3 -1 9 6 7 8 25 12 15 13 14 17 19 -11 -14 28 21 20 -3 -19 23 -8 -25 -6 27 -27 -12 -13 right_child=-2 4 -4 -5 5 -7 22 -9 -10 10 11 29 16 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.10081146464523022 0.00027172207504334259 0.029506107867998451 -0.010762389352091124 -0.012384955261548251 -0.11245081562583931 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shrinkage=0.1 Tree=250 num_leaves=31 num_cat=0 split_feature=8 8 8 3 4 7 9 9 7 0 9 3 5 9 8 9 8 8 8 8 9 9 9 1 7 4 9 8 9 2 split_gain=1.41321 12.7404 11.3235 16.9614 17.6441 14.3587 9.49611 14.3487 10.8594 9.38695 9.4823 11.6582 10.5365 8.81552 11.9102 11.4597 16.7965 14.6686 11.257 9.20961 19.1426 16.0526 42.6073 14.6521 12.0035 10.3607 10.2997 8.74187 8.70209 11.3501 threshold=62.490172530000002 62.880859350000001 60.751124400000009 70.163276672363295 0.040001999586820609 94.257038116455092 1.2779839038848879 1.2694969773292544 90.258865356445327 0.57029998302459728 1.0777724981307986 438.30630493164068 2.6340067386627202 1.063004791736603 65.937389495000019 1.0777724981307986 65.747008215000008 63.602178550000012 65.243336400000018 65.094124090000022 1.2644609808921816 1.0861997008323672 1.099329471588135 71.550888061523452 92.847381591796889 0.048806499689817436 1.1276808977127077 71.117230790000008 1.2593680024147036 2077.4470214843755 decision_type=8 8 10 10 8 8 2 2 10 8 2 8 8 2 10 2 10 8 8 10 2 2 2 10 10 10 2 8 2 10 left_child=2 -2 -1 6 -5 -6 7 -4 -8 10 -7 12 -12 14 18 16 17 -15 -3 20 21 -17 -23 -24 28 26 -26 -18 -25 -30 right_child=1 13 3 4 5 9 8 -9 -10 -11 11 -13 -14 15 -16 19 27 -19 -20 -21 -22 22 23 24 25 -27 -28 -29 29 -31 leaf_value=0.00023890011667983236 -0.0646556894777396 -0.052678529092746777 -0.00098641198323379318 -0.11413699392869975 0.12414289085031951 -0.11501840283536498 0.0038677891754341008 -0.14628229257593178 0.19790113088392447 0.10423175137419179 0.15541207305453686 0.17234756717529509 -0.022163147943871225 -0.034501192786584318 -0.1307809994964208 -0.097146298595461714 0.011675722307406143 0.10773911698227596 0.080247568160670829 5.7549613252552737e-05 -0.10611460522461269 0.085131006881361049 0.14971007073312712 -0.059990569391016879 0.12149672457223892 0.0048393758750796545 -0.10441629649909377 -0.10700301892685607 -0.00088277426168330633 0.37736983989101958 leaf_weight=3330.1723947449937 31.162300416093785 21.248009442351762 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internal_weight=0 6816.35 3523.61 193.439 87.1669 81.5823 106.272 94.2882 11.9841 51.262 36.3791 31.1764 26.272 6785.18 42.2698 6742.91 96.4189 44.74 30.3472 6646.5 319.952 297.379 277.392 232.749 227.856 134.948 18.3508 51.6789 92.9082 4.78493 internal_count=86175 61947 24228 1331 585 513 746 561 185 303 238 156 133 61620 835 60785 876 240 356 59909 8531 4732 4556 4235 4168 893 184 636 3275 126 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=31 num_cat=0 split_feature=5 4 1 7 9 9 0 7 9 3 9 2 5 7 0 5 4 1 9 2 9 7 3 3 2 4 4 0 7 7 split_gain=1.30545 4.68789 5.10574 6.07681 4.37288 6.64204 6.04744 5.56384 4.39315 7.66723 7.70277 7.38854 6.96772 6.35325 6.252 7.86132 6.3239 7.26883 7.69301 9.49905 11.3433 6.92026 6.30401 6.06683 5.93874 5.37715 4.99869 5.25425 8.20105 6.11609 threshold=2.7300167083740239 0.19435833394527438 49.80999946594239 91.114151000976577 1.0744642019271853 1.024965286254883 0.60015001893043529 84.420028686523452 1.2358905673027041 158.91149902343753 1.5776674151420595 3997.3659667968755 2.7552750110626225 88.358043670654311 0.48819999396801 2.7472300529479985 0.032472500577569015 103.78250122070314 1.1844688057899477 184.97500610351565 1.11765992641449 89.830139160156264 155.9423522949219 1363.595397949219 377.42500305175787 0.027321999892592434 0.13950666785240176 0.16470500081777575 92.615818023681655 86.067459106445327 decision_type=10 10 10 8 2 2 8 8 2 10 2 10 10 8 10 10 10 10 2 10 2 8 10 8 10 10 10 10 8 10 left_child=-1 2 3 -2 5 -4 -7 -6 11 -10 -11 14 23 -12 16 -16 -9 21 19 -19 22 -18 -21 26 -22 -14 27 28 -13 -29 right_child=1 -3 4 -5 7 6 -8 8 9 10 13 12 25 -15 15 -17 17 18 -20 20 24 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0002710558878246689 0.068214088005293758 0.057544273331244823 0.081450176950474726 -0.067273823628725513 -0.16219795462244158 -0.02781736726656571 0.18505430625468047 0.096164172112653948 0.0069318095305482344 -0.097599908961074483 0.14548579797975056 -0.063622148371154374 0.085010849133951627 -0.10634942729580976 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341 32 35 141 19 84 29 31 545 85 49 248 266 13 35 18 188 internal_value=0 0.00506225 0.00320674 -0.0431407 0.00557602 -0.0154473 -0.0239252 0.0102783 0.0111706 -0.00688245 -0.0634909 0.0179372 -0.00454979 0.0539266 0.0304979 -0.0634095 0.0344646 0.0280998 0.00286309 -0.012963 -0.0238324 0.0478309 0.0489245 0.01577 -0.0551882 -0.0411263 0.00536845 0.0125744 -0.0330047 0.0349551 internal_weight=0 481.398 464.959 22.6128 442.346 80.854 74.3489 361.492 359.631 98.046 19.2329 261.585 93.7494 4.32938 167.836 6.80223 161.034 145.975 64.0515 52.9992 49.7217 81.9238 14.9748 60.268 34.7469 33.4814 54.4191 51.5074 16.9626 34.5448 internal_count=86175 8560 7908 488 7420 1054 958 6366 6317 4227 2674 2090 710 399 1380 67 1313 1182 496 412 393 686 114 426 279 284 377 364 141 223 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=31 num_cat=0 split_feature=3 7 8 7 9 8 9 8 8 5 5 1 1 8 6 8 9 9 1 8 7 8 8 8 2 8 6 4 9 8 split_gain=1.27377 5.16327 4.32581 14.328 11.7085 9.94689 7.39792 6.86532 6.36378 10.2453 6.22923 5.62027 6.31349 5.4503 9.36128 7.22686 5.39932 20.4373 7.6093 5.85647 5.12268 6.24503 5.00523 4.78897 7.16883 5.44186 4.85312 4.8435 4.75015 4.54126 threshold=6044.5651855468759 103.21296691894533 63.383482725 91.760395050048842 1.0514340996742251 52.371645130000012 1.0415483117103579 71.117230790000008 58.216000655000009 2.6787817478179936 2.5273933410644536 108.57004928588869 107.31589508056642 47.827284630000008 51.940803527832038 49.976338770000005 1.1043708920478823 1.116006135940552 74.43500137329103 83.074457065000004 92.847381591796889 88.484342550000022 71.513231495000014 73.557281720000006 3526.4384765625005 75.253016200000005 54.507638931274421 0.029995999298989776 1.0099684596061709 83.282422660000023 decision_type=8 10 10 8 2 8 2 10 10 8 10 8 8 10 8 10 2 2 10 10 8 8 10 10 10 10 10 10 2 10 left_child=-1 2 3 -2 6 -6 11 -4 -7 -10 16 12 13 14 -5 -15 18 -18 -9 22 21 23 -19 24 -12 26 -25 -27 -16 -21 right_child=1 -3 7 4 5 8 -8 10 9 -11 20 -13 -14 15 28 -17 17 19 -20 29 -22 -23 -24 25 -26 27 -28 -29 -30 -31 leaf_value=0.00023703839454737791 0.10129391369801395 -0.056189474677569101 0.040916610817571225 -0.14972219735202616 0.084532037459465623 -0.14047740277849349 0.068641604801452011 -0.014498075658303237 -0.10387988296661335 0.043136507532049145 0.10073224853086671 -0.07189115222555971 0.15268313282422089 -0.084014051676579923 -0.035802950733883787 0.013754701515137606 0.096864195274530898 0.029618539081733886 -0.16914137002921198 0.11645704384911211 0.017631497331888249 0.15264845722590795 -0.068336704103340876 -0.10190002183493185 -0.012647252510007282 -0.060496875352365691 0.052232502152534846 0.014888342599363986 0.092492321899802457 -0.012546257803655696 leaf_weight=9791.0199539139467 9.181342632713493 18.858339212834835 41.259372241307574 2.4329950138926533 3.6371970027685157 14.365241297546161 11.357711240649222 7.1354169994592649 14.047540653496982 7.1542609536554655 7.3207084406167295 15.284992376873559 2.4859754443168631 15.611484698951246 3.8190296866196141 14.660329146776347 13.978048168122767 5.9629517495632163 5.7426910996437073 3.0669426445383605 152.13790188523126 2.2230078743305048 41.663519322290085 15.086537210765529 23.409405684098601 13.565328964526996 2.3627693094313136 22.928514018305577 11.811643525703401 24.751917370711453 leaf_count=80739 87 153 487 12 16 223 51 29 134 105 40 128 12 71 156 98 68 29 24 28 1405 50 369 225 203 637 17 205 166 208 internal_value=0 -0.00480849 -0.00290276 -0.0189853 -0.0284508 -0.0729814 -0.00591413 0.0023874 -0.0890892 -0.0542712 -0.00226987 -0.0187235 -0.00273287 -0.0107262 0.0327442 -0.0366656 -0.0229197 -0.0142014 -0.0834576 -0.034779 0.00656779 -0.0128025 -0.0560725 -0.0171463 0.0143627 -0.0350962 -0.0810293 -0.0131335 0.061146 0.00167595 internal_weight=0 527.303 508.445 125.85 116.668 39.2042 77.4642 382.595 35.567 21.2018 341.336 66.1064 50.8215 48.3355 18.0637 30.2718 102.301 89.4234 12.8781 75.4453 239.034 86.8963 47.6265 84.6733 30.7301 53.9431 17.4493 36.4938 15.6307 27.8189 internal_count=86175 5436 5283 1259 1172 478 694 4024 462 239 3537 643 515 503 334 169 755 702 53 634 2782 1377 398 1327 243 1084 242 842 322 236 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=31 num_cat=0 split_feature=5 9 9 9 4 7 8 8 1 9 8 6 4 8 8 8 2 1 7 9 2 8 9 1 6 4 3 8 9 9 split_gain=1.53285 1.29294 13.0233 16.8661 14.8308 14.5174 11.0913 10.7726 10.5981 23.5905 29.3216 18.9472 18.6852 23.4436 16.9291 15.9905 39.4474 15.8285 17.488 18.014 12.8819 12.1567 12.0559 12.1149 12.177 11.8573 11.8139 11.6102 18.5456 16.6645 threshold=1.9605000019073489 1.0828325152397158 1.0727607607841494 1.0760917663574221 0.050005000084638603 96.35712051391603 66.889917430000011 13.758170855000001 82.942451477050795 1.0465513467788699 47.632367260000002 57.096208572387702 0.18784166872501376 60.522278915000008 60.968498590000003 54.454116875000004 267.69500732421881 111.50355148315431 92.67895889282228 1.0564270019531252 842.31301879882824 65.937389495000019 1.0465513467788699 84.737030029296889 59.189291000366218 0.14539666473865512 20.755000114440922 59.071444280000001 1.0580517053604128 1.0497827529907229 decision_type=8 2 2 2 8 8 10 10 8 2 8 10 10 10 10 10 8 10 10 2 10 10 2 10 10 8 10 10 2 2 left_child=-1 2 8 4 -4 7 -6 -5 9 10 -2 -12 13 25 -15 -10 21 27 20 -20 -19 22 -17 -24 -25 -11 -23 29 -29 -18 right_child=1 -3 3 5 6 -7 -8 -9 15 12 11 -13 -14 14 -16 16 17 18 19 -21 -22 26 23 24 -26 -27 -28 28 -30 -31 leaf_value=-0.11773002885806555 0.020923612915057725 -0.00061569437255641179 -0.02353993158334397 -0.05012468614989958 0.088720787211646612 -0.019453771877882702 -0.043067682441357467 0.048188915949494801 0.00091932939076618176 -0.045993355748751796 -0.079792673436477793 0.03016693888884045 -0.058978389808338749 -0.14236303750303625 0.02278410183078703 -0.019271021133945063 -0.020477564788690245 0.097840990823754054 0.082063682145592703 -0.12177816669100697 -0.009880807300789796 0.10452233833992726 -0.10456251179901342 0.081305425190959277 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0.041657 0.0523967 0.00354658 -0.00429986 -0.0228463 -0.0446995 -0.00493032 -0.0741106 0.0303566 0.0269103 0.0356916 0.0568953 0.066947 0.083118 -0.0981344 -0.0604888 -0.0309858 -0.0822983 internal_weight=0 10310.9 2344.7 295.02 93.8469 201.173 75.3544 92.6576 2049.68 397.721 224.836 85.904 172.885 156.214 60.3118 1651.96 362.788 252.076 71.638 24.1979 47.4401 110.712 103.447 74.649 70.274 95.902 7.26458 180.438 76.6922 103.746 internal_count=86175 86033 16903 2040 680 1360 522 545 14863 4217 2886 989 1331 1225 711 10646 2678 1729 539 201 338 949 863 588 562 514 86 1190 551 639 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=31 num_cat=0 split_feature=8 3 3 2 2 6 0 8 3 3 4 0 9 9 6 3 7 0 7 0 9 6 6 7 4 2 7 6 0 6 split_gain=1.37786 4.87559 5.68267 10.0553 6.53623 6.47014 5.54796 7.73887 8.70532 8.37102 7.36721 8.70463 7.42198 7.22737 11.2075 7.35286 7.11872 6.68441 8.50963 7.56942 6.36737 9.95534 8.7274 8.37464 6.04607 5.40192 6.99867 5.27791 5.18365 5.72026 threshold=37.490001645000007 44.471200942993171 124.37325286865236 1681.7199707031252 9242.6884765625018 50.769674301147468 0.091894999146461501 11.539578135000001 167.63238525390628 362.83680725097662 0.14002999663352969 0.036013314500451095 1.0349020361900332 1.024965286254883 54.031345367431648 262.00399780273443 91.875728607177749 0.20254000276327136 89.276966094970717 0.14413331449031833 1.0432021617889407 51.824907302856452 53.214130401611335 90.258865356445327 0.059998499229550369 1139.1149902343752 94.829181671142592 52.488489151000984 0.60015001893043529 54.785516738891609 decision_type=10 10 10 10 10 8 8 10 10 10 10 10 2 2 10 10 8 10 10 10 2 8 10 8 10 8 8 10 10 8 left_child=1 -1 3 5 -5 -3 10 8 -8 -9 11 -4 -13 14 -10 20 -14 19 -19 -17 22 -22 -15 -23 27 26 -25 -18 29 -7 right_child=-2 2 6 4 -6 28 7 9 13 -11 -12 12 16 15 -16 17 24 18 -20 -21 21 23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.056474568958149673 0.00026936107150910482 -0.14318353348777382 -0.033597878918769294 -0.077223267014267044 0.072064290295464198 0.049552954980956986 -0.037563764687765983 -0.015501979621459617 -0.11864835471959363 -0.063260494353191712 -0.07548710232826647 -0.011707913499694009 -0.056763786426053287 0.14767908876251984 0.06587909229856917 0.075902157889918942 -0.084454992934186748 -0.010561715807540679 0.13219735609270764 -0.090114869119180693 -0.11956785457489183 0.27261332584557163 -0.041177420685937036 0.095901455114126011 0.13717139153181157 -0.10817728926942434 -0.048135785685381537 0.084149122868258985 -0.10079196185670088 0.0092697442765681121 leaf_weight=17.628812031485722 9692.7209050635647 2.3487749099731436 15.352902483195065 17.571440938860182 3.5203533694148055 62.824416391551495 32.094530575312092 189.75164366699755 8.0411654811468889 45.501598905771971 7.444446198642253 11.805462971329687 3.2440868765115765 6.0842483937740308 5.572305418085306 6.5004720494180201 2.6252840198576468 5.4201428592205074 18.182420119643211 4.7554877400398254 7.4072232395410564 1.204628594219687 4.0930387564003468 7.2550096139311799 16.164852328598499 3.6464566737413397 6.3050732513802368 6.3412152677774429 3.248737070709466 80.315827479302243 leaf_count=1507 78153 15 97 106 22 353 562 1192 140 405 34 78 20 29 48 1191 20 39 89 24 50 7 32 40 80 20 733 30 25 1034 internal_value=0 -0.00466014 -0.00309772 0.0123103 -0.0523062 0.0214733 -0.00940626 -0.0142994 0.00677087 -0.0247392 0.0179283 0.0304509 0.0549236 0.0236164 -0.043117 0.0364381 0.0826453 0.0691734 0.0994139 0.00576225 0.00473696 -0.0216693 0.0717259 0.0177175 0.100641 -0.000127712 0.028928 0.0347838 0.0241152 0.0269501 internal_weight=0 602.252 584.623 169.83 21.0918 148.738 414.794 351.815 116.562 235.253 62.9783 55.5338 40.1809 84.4677 13.6135 70.8542 28.3754 34.8585 23.6026 11.256 35.9957 25.8184 10.1773 18.4112 25.1314 17.2065 13.5601 8.9665 146.389 143.14 internal_count=86175 8022 6515 1555 128 1427 4960 4601 3004 1597 359 325 228 2442 188 2254 150 1343 128 1215 911 850 61 800 130 793 773 50 1412 1387 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=31 num_cat=0 split_feature=6 1 9 9 3 7 1 6 9 2 4 7 1 7 3 1 6 4 1 1 3 5 8 7 9 9 9 2 0 8 split_gain=1.27961 7.01422 7.03965 6.66446 8.17494 6.75246 6.21728 6.00856 8.95614 9.22389 9.89863 8.41575 5.81276 4.9956 6.12818 5.0491 8.22721 6.64333 5.55846 5.90726 7.94991 5.86101 5.04364 5.0186 4.84413 6.51293 5.12305 4.59898 4.5458 4.53397 threshold=49.680486679077156 159.09695434570315 1.6808274388313296 1.0895128250122073 4952.9711914062509 93.618850708007827 44.649999618530281 48.196331024169929 1.1209892034530642 566.54000854492199 0.069995000958442702 92.445404052734389 109.12834930419923 103.0540237426758 10.810550212860109 97.810398101806655 48.898498535156257 0.078011002391576781 114.29119873046876 128.08464813232425 501.28579711914068 2.670010089874268 87.952414245000014 85.059902191162124 1.303131699562073 1.2905700802803042 1.2712075710296633 585.38000488281261 0.11982686817646028 64.993942295000011 decision_type=8 10 2 2 10 10 10 10 2 10 10 10 8 10 10 10 10 8 10 10 10 10 10 10 2 2 2 10 10 10 left_child=1 2 3 -1 6 12 7 -5 -9 -10 11 -11 -6 14 23 24 18 27 21 20 -20 22 -17 -8 25 26 -16 -18 -3 -29 right_child=-2 28 -4 4 5 -7 13 8 9 10 -12 -13 -14 -15 15 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.031904359714291543 -0.0001831556828231829 -0.15481463130965545 -0.080247176419050714 0.049486693713636544 0.14784784511706614 0.30470668503402121 0.12729751963322772 -0.19989901258868722 0.11986775864835242 -0.043746773946501782 0.094575437187170208 -0.67312951750817407 0.0032330973147403925 0.1870764863109898 0.053620056193303373 -0.084409147095340809 0.13151679946592093 -0.15821899443916232 0.069371386625799725 -0.058993273991246556 -0.06397607716914519 -0.14116323358306937 0.069463794890884431 -0.085244853713842286 -0.051515720770952178 0.16571572616071703 -0.088954662533219667 -0.045277743303232046 0.0055534158877578246 0.055244876837317138 leaf_weight=26.847376498000813 10069.780716342832 4.2962603773921719 8.1530881971120817 3.9714938809629521 5.3815667933376945 1.4201435970608134 1.278442101785912 4.3498868308961374 2.618863386567682 0.36431994364829712 0.69651618169154972 0.50966310175135732 5.7482638205983685 1.7943856822093938 42.659328841022216 4.7050026145298016 6.1821923594397949 1.5531683558365319 16.485988805245146 10.029787804000078 6.1345107760280362 6.3949814695370142 3.8925508409738541 8.4793040741351415 4.4694990414427584 4.9761694800108662 2.6784911821596316 5.4971099467948106 3.0030893320217729 24.417094237287529 leaf_count=457 83415 32 52 67 67 12 29 33 37 37 16 8 107 11 366 30 83 26 187 92 122 161 24 149 42 27 38 178 23 247 internal_value=0 0.00754364 0.010867 0.0145167 0.0215703 0.09936 0.0156225 -0.0521327 -0.0993945 0.00496102 -0.18665 -0.410771 0.0731581 0.021213 0.0192266 0.0245643 0.00934852 0.0442859 -0.0182606 0.00488522 0.0332085 -0.0686669 -0.014743 -0.0573979 0.0482538 0.0571165 0.045197 0.0529993 -0.0888362 0.0367726 internal_weight=0 218.989 211.689 203.536 176.689 12.55 164.139 12.5107 8.53925 4.18936 1.5705 0.873983 11.1298 151.628 149.834 140.076 85.2924 37.6496 47.6428 32.6503 22.6205 14.9925 8.59755 9.75775 54.7835 50.314 45.3378 36.0964 7.29935 29.9142 internal_count=86175 2760 2705 2653 2196 186 2010 198 131 98 61 45 174 1812 1801 1623 1150 534 616 401 309 215 54 178 473 431 404 508 55 425 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=31 num_cat=0 split_feature=8 8 9 9 9 8 9 5 9 9 3 2 9 8 5 8 3 8 5 3 9 1 7 9 1 2 9 8 0 1 split_gain=1.22633 10.3398 9.66217 7.51146 29.3246 17.6501 32.2094 20.2731 19.1195 19.3746 17.6462 13.1799 12.7012 19.053 12.3545 12.2037 11.5908 10.3676 53.0193 28.1271 20.136 16.164 13.966 16.3339 13.2641 11.7726 11.7401 19.9097 16.0184 12.2885 threshold=62.490172530000002 62.880859350000001 1.3131380677223208 1.1644290089607241 1.1744956374168398 59.071444280000001 1.0497827529907229 2.6500051021575932 1.162797808647156 1.1493571400642397 230.7561950683594 1334.394958496094 1.1293502449989321 45.692128230000002 2.5826166868209843 40.321323380000003 4495.4799804687509 55.434759575000008 2.6521567106246953 379.23950195312506 1.0596722364425661 79.415000915527358 97.732166290283217 1.063004791736603 114.56774902343751 1000.029998779297 1.0349020361900332 57.40847612000001 0.47004324197769171 90.460800170898452 decision_type=8 8 2 2 2 10 2 10 2 2 10 10 2 10 10 10 10 10 10 8 2 10 8 2 10 10 2 10 8 10 left_child=2 -2 3 5 14 8 -7 16 9 12 11 -9 17 15 -5 -14 -8 -1 19 21 -20 -19 23 -21 26 -26 -23 28 -28 -29 right_child=1 -3 -4 4 -6 6 7 10 -10 -11 -12 -13 13 -15 -16 -17 -18 18 20 22 -22 24 -24 -25 25 -27 27 29 -30 -31 leaf_value=0.0016497434037339798 -0.05909955450571968 -0.00053851963354544679 0.060390145139176281 0.025807126601619074 -0.0025279927586849202 -0.091191316507960613 0.017130529022424356 0.077335107472884815 0.21957346033897893 -0.077290168475918936 0.13381074240478674 0.010194380720410713 0.0384765315950827 0.076177239333340377 -0.10568564686478069 -0.081954728633628016 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31 514 45 38 80 114 89 internal_value=0 -0.000799695 0.00150556 0.00103614 -0.00893653 0.0032081 0.0215358 0.027977 -0.000173714 -0.000535628 0.0585785 0.0421541 0.000516083 0.0382912 -0.0827175 -0.0203333 0.0121892 -0.000904007 -0.0186952 0.00888981 -0.0857986 0.0278273 -0.0642813 0.0388872 0.008556 0.0486051 -0.0195926 -0.0317708 -0.0906843 0.0214086 internal_weight=0 6790.63 3495.51 3467.86 620.196 2847.67 443.597 419.62 2404.07 2400.12 142.81 117.219 2367.67 85.7837 49.5644 33.6751 276.81 2281.89 286.428 202.985 83.4436 161.251 41.7335 9.9827 117.66 48.564 69.0957 63.5488 30.149 33.3998 internal_count=86175 61947 24228 23906 4902 19004 2602 2305 16402 16379 769 628 16122 611 327 299 1536 15511 1954 1379 575 1136 243 66 917 559 358 321 152 169 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=31 num_cat=0 split_feature=8 9 9 2 3 8 9 3 9 9 5 1 6 6 5 2 3 7 9 9 1 5 0 2 7 4 2 2 7 7 split_gain=1.28146 8.19572 9.31257 10.5508 8.48328 7.32001 11.042 13.1355 6.92263 6.66248 6.36869 5.761 5.59628 8.55929 7.01688 6.85841 8.26123 6.33638 6.50821 5.81414 8.70425 5.48868 6.10873 9.41215 10.6182 7.96901 6.39519 6.10152 8.07884 5.92108 threshold=27.513094805000005 1.0580517053604128 1.0465513467788699 604.50000000000011 102.1347999572754 8.0257143200000005 1.0497827529907229 87.225002288818374 1.0613657236099245 1.063004791736603 2.7161099910736088 97.201396942138686 56.973905563354499 55.312780380249031 2.5777766704559331 1334.394958496094 450.58499145507818 98.483123779296889 1.024965286254883 1.0267012119293215 118.14445114135744 2.5300999879837041 0.077029999345541014 945.13940429687511 89.084224700927749 0.041685000061988838 1139.1149902343752 2964.390014648438 93.680648803710952 96.70874404907228 decision_type=10 2 2 10 8 8 2 10 2 2 8 8 8 10 10 10 8 8 2 2 10 8 8 8 8 10 10 8 8 8 left_child=1 2 3 11 -5 6 -4 -8 10 -10 -3 -1 13 14 -6 -15 -17 18 -16 -20 -21 -11 26 29 25 -25 -23 -28 -29 -24 right_child=-2 8 5 4 12 -7 7 -9 9 21 -12 -13 -14 15 17 16 -18 -19 19 20 -22 22 23 24 -26 -27 27 28 -30 -31 leaf_value=0.0041763430373048076 0.00022221716310746539 -0.12119819605828533 0.063212665575682406 0.11370939766543545 0.081258982595376186 0.075739703147938986 0.099775987413447134 -0.10979327419867908 0.06500031359897783 -0.13240786640891775 0.031692487122491723 -0.089819734108088023 -0.1049499703243516 -0.020907065624517409 -0.040245171066133095 0.16027475575214417 -0.0065849315893192432 -0.11413919197992427 0.1202086104885961 -0.031543874028772317 0.072620748816290187 -0.056300213386724057 0.053197005552445768 -0.048208888967471247 -0.069601214043188767 0.044512721320117361 0.18102366235071851 0.14522768335340222 -0.034540372412769818 -0.010404559784438503 leaf_weight=9.7976804020472645 9816.0265415626636 11.224332738667723 17.02060404419899 7.2126855018141205 8.2006942033767682 31.158456079661846 4.0792297571897498 11.209269911050795 10.308253973722456 4.0641278941184273 3.5978123322129258 19.493842532981944 4.7024172858218654 6.2172073489055064 33.665932914242148 9.1214634720236027 4.3977237865328798 6.063922341912984 5.0042026489973059 22.856676086783409 12.36032848805189 5.275492876768122 18.023627668619156 18.234949182718992 57.9409415603659 18.852145198732615 3.8050711750984165 4.0208405852317801 6.6089197322726259 77.910624173011456 leaf_count=739 79134 71 99 177 49 172 19 72 52 26 33 220 122 45 249 49 30 33 24 122 69 27 100 120 1713 100 16 20 38 2435 internal_value=0 -0.00522108 0.00907643 -0.00457997 0.00857375 0.0411574 0.00780661 -0.0538767 -0.0178911 -0.0135312 -0.0840867 -0.0583791 0.00183864 0.00649313 -0.00683442 0.0660201 0.105996 -0.0158703 -0.00780535 0.0193474 0.00501542 -0.0173011 -0.0150805 -0.0205512 -0.0428577 -0.00107656 0.0379222 0.0723577 0.0334592 0.00154457 internal_weight=0 452.429 212.562 149.095 119.803 63.4676 32.3091 15.2885 239.867 225.045 14.8221 29.2915 112.591 107.888 88.1518 19.7364 13.5192 79.9511 73.8871 40.2212 35.217 214.737 210.673 190.962 95.028 37.0871 19.7103 14.4348 10.6298 95.9343 internal_count=86175 7041 2290 1928 969 362 190 91 4751 4647 104 959 792 670 546 124 79 497 464 215 191 4595 4569 4468 1933 220 101 74 58 2535 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=31 num_cat=0 split_feature=9 8 9 0 8 6 4 9 0 7 9 7 9 6 3 3 1 0 2 6 9 9 9 3 5 1 1 8 1 6 split_gain=1.24548 7.91949 6.8823 12.4888 23.2302 36.6227 10.7864 14.8434 14.5001 14.4163 20.835 11.2994 9.96926 15.1483 12.6791 12.2215 13.0852 16.4415 12.4793 11.2483 11.3229 8.9006 9.97775 19.6129 18.6637 11.379 8.91311 8.59617 7.8764 7.74978 threshold=1.3758142590522768 71.513231495000014 1.2924330830574038 0.10000500082969667 82.483280285000021 60.939382553100593 0.060004999861121185 1.3055681586265566 0.049484999850392349 93.380386352539077 1.33274382352829 96.909748077392592 1.2887282371520998 58.207023620605476 4.6003799438476571 28.625000000000004 86.223232269287124 0.14911996573209765 238.2572937011719 51.542337417602546 1.2905700802803042 1.2944614887237551 1.2987144589424136 58.725000381469734 2.670010089874268 116.01065063476564 87.354000091552749 83.758449285000026 87.642147064208999 51.596096038818366 decision_type=2 10 2 10 10 8 10 2 10 10 2 10 2 10 10 10 10 10 10 8 2 2 2 10 8 8 10 8 10 10 left_child=2 -2 12 4 5 6 8 -8 29 -10 -11 -9 -1 14 -14 19 -17 18 -18 20 -16 -6 23 -23 28 -26 -25 -5 -24 -4 right_child=1 -3 3 27 21 -7 7 11 9 10 -12 -13 13 -15 15 16 17 -19 -20 -21 -22 22 24 26 25 -27 -28 -29 -30 -31 leaf_value=3.4951797510553247e-05 -0.10037940447834869 0.0033466787270985906 -0.047377902474510611 0.011857034729563225 -0.090027358974471727 -0.098755820028003538 -0.088177576686801942 -0.035113193906473154 -0.077876109176151592 -0.10502537300697093 0.15173093855621714 0.07917762519256849 -0.1418573362326821 -0.13623386719803782 -0.12286192852838317 -0.098007397210746847 -0.037568478825102856 -0.12065715507444941 0.089431491630516599 0.12277984506420703 0.098393387931612578 -0.063644940324452295 -0.017914653837354473 -0.014169436051399011 0.020014544123180898 -0.025418800713854158 0.15811704832686721 -0.099910738772657631 -0.10360536861249076 0.091641823323171612 leaf_weight=7970.3893076850254 7.4006652703756108 1364.3072832400212 4.7891380134969976 254.25192949549091 11.00446993135847 76.926025382563239 33.130531608592719 26.038913110503927 21.16971242625732 5.0848359670490018 8.3510270342230779 12.95371015742421 3.6861701477318993 5.1274818032979956 4.304419136606155 8.313196422532199 10.152939314197281 5.7688534816261372 32.51806285046041 28.29243906881311 4.9993838779628277 8.56392650306225 19.704656318062916 3.8347492963075664 183.22367378231138 78.848802307213191 13.841035777004434 7.0727422730051321 23.542061738204211 24.645661184564233 leaf_count=58719 3894 13391 39 2803 53 1864 255 210 252 59 54 91 54 33 20 38 52 107 219 127 28 35 121 16 1217 541 75 1433 230 145 internal_value=0 0.00278705 -0.000450334 -0.00919675 -0.0176757 -0.0436004 -0.0124402 -0.0389616 0.0174286 -0.0264565 0.0545609 0.00285527 0.000434732 0.0313218 0.0400854 0.0471938 0.0179004 0.0377923 0.0592137 0.0914133 -0.00397073 -0.00154942 0.00138717 0.0605615 -0.00369839 0.00634518 0.12074 0.00883204 -0.0645618 0.0690229 internal_weight=0 1371.71 8890.53 816.978 555.653 213.09 136.164 72.1232 64.0404 34.6056 13.4359 38.9926 8073.55 103.163 98.0355 94.3493 56.7531 48.4399 42.671 37.5962 9.3038 342.563 331.559 26.2397 305.319 262.072 17.6758 261.325 43.2467 29.4348 internal_count=86175 17285 68890 9493 5257 2969 1105 556 549 365 113 301 59397 678 645 591 416 378 271 175 48 2288 2235 126 2109 1758 91 4236 351 184 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=31 num_cat=0 split_feature=5 7 9 8 8 7 6 5 6 3 7 9 8 6 2 2 4 3 1 0 8 8 8 1 1 6 4 8 6 9 split_gain=1.28454 4.04712 9.99689 9.51109 9.05731 10.6088 9.81486 7.93509 11.1931 8.86886 15.0914 13.1003 7.88656 8.70163 11.9251 9.76693 7.8315 12.7761 7.76988 8.98786 7.2085 10.3924 8.13168 8.9476 7.04971 9.43487 7.13364 6.83256 6.8243 6.66962 threshold=2.6280050277709965 96.849517822265639 1.3268429040908816 83.673071915000023 75.396836080000014 103.9820899963379 53.96045112609864 2.6900134086608891 53.122838973999031 43.264999389648445 101.85602951049806 1.0943974852561953 72.513157530000015 55.397573471069343 667.56854248046886 312.96499633789068 0.059998499229550369 257.75955200195318 30.435000419616703 0.069205000996589675 73.557281720000006 56.807741540000009 74.493741635000021 119.78649902343751 126.21020126342775 55.901250839233406 0.059196500107645995 73.810261685000015 57.302055358886726 1.2543222308158877 decision_type=8 10 2 10 10 10 8 8 8 10 10 2 10 8 10 10 10 10 10 10 10 10 8 10 10 8 10 10 8 2 left_child=-1 -2 4 12 7 6 -6 8 27 -10 16 28 -4 -14 15 -15 17 -11 -9 -20 21 -19 -22 -24 -21 26 -26 -3 -12 -18 right_child=1 2 3 -5 5 -7 -8 18 9 10 11 -13 13 14 -16 -17 29 20 19 24 22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0016328962287578729 -0.00010793442244288075 -0.061703739596069576 -0.12023688719670939 -0.107610832428178 0.073682753856747232 0.15000308771790258 -0.0041223465871314769 -0.090793390056587542 0.019085575197525576 -0.10973077944515271 -0.038375822083027006 -0.075651635394131098 0.15770618505662051 -0.026841198737505064 -0.11110303236127583 0.23572233807840937 0.018367549574961693 0.051114810489679252 0.087123136131715476 0.013164843599835115 0.15897033880127942 -0.11205439970835709 0.13417355940781736 -0.11563337171869098 0.067788886117727085 -0.014358172360201819 0.26172911268057736 0.090281065550367856 0.059416118987727945 0.11336813041847796 leaf_weight=3341.5287769073784 6130.4430767583654 39.343004381284118 4.3386802141612888 14.273067978385368 28.711842387710931 8.2539142090827209 37.244729495141655 6.007648065686225 193.13873733062064 12.560747068375347 14.706124691292645 50.516079095192254 4.0815586708486054 3.1545017398893833 5.9468973614275455 2.5717510506510735 79.962755551561713 7.673213120549919 20.753242157981731 189.23711027539684 5.5821943767368767 7.9449518192559481 2.4910100996494302 3.378501595929265 3.9534647692926201 5.1629865579307088 3.6454148720949888 3.1983552984893313 13.862582907080649 8.1426044232211989 leaf_count=25809 53420 281 946 547 244 77 234 201 1099 76 85 328 28 23 55 19 446 53 165 1610 28 79 12 39 33 35 21 27 76 79 internal_value=0 0.000755206 0.00754051 -0.045192 0.00997149 0.0431225 0.0297473 0.00630651 -0.0015109 0.00367608 -0.010714 -0.0450443 -0.00085362 0.0320233 -0.0119222 0.0910803 0.0105408 -0.0263783 0.0214281 0.0244547 0.0122982 -0.0318893 0.0725624 -0.00961576 0.0180162 0.089954 0.160828 -0.0502772 0.00907641 0.0271474 internal_weight=0 6910.28 779.838 34.3665 745.471 74.2105 65.9566 671.261 442.501 399.96 206.821 79.0848 20.0934 15.7547 11.6732 5.72625 127.736 39.6306 228.76 222.752 27.0699 15.6182 11.4517 5.86951 201.999 12.7619 7.59888 42.5414 28.5687 88.1054 internal_count=86175 60366 6946 1618 5328 555 478 4773 2708 2400 1301 489 1071 125 97 42 812 287 2065 1864 211 132 79 51 1699 89 54 308 161 525 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=31 num_cat=0 split_feature=9 3 6 8 1 3 4 1 8 8 4 3 3 9 3 3 0 1 9 8 3 9 1 1 2 0 1 2 9 4 split_gain=1.23556 1.85766 1.24036 5.42901 7.11837 6.64148 5.7117 10.556 11.0564 12.2367 8.38906 8.82164 11.803 6.45793 5.91476 7.60369 6.15906 6.38644 9.97817 7.21962 5.43966 6.43767 10.198 5.4455 6.44889 5.89971 6.92158 5.38709 5.30191 5.96469 threshold=1.0016464591026308 4.6003799438476571 51.514183044433601 88.018790025000015 91.284999847412124 2.2710633277893071 0.05075149983167649 75.540901184082045 84.718582635000018 84.096144080000016 0.059998499229550369 79.180000305175795 40.030328750610359 1.2728846073150637 9.5827898979187029 68.530090332031264 0.57029998302459728 77.045616149902358 1.2309741973876955 58.216000655000009 134.34804534912112 1.1996469497680666 75.154251098632827 77.730895996093764 7304.7746582031259 0.18000015616416934 71.164203643798842 436.48014831542974 1.2276334166526797 0.039457499980926521 decision_type=2 10 8 10 10 10 10 10 10 10 10 10 10 2 10 10 10 10 2 10 10 2 10 10 8 10 8 10 2 10 left_child=1 -1 3 4 5 -2 7 -7 9 27 11 12 -8 -10 -12 16 17 18 -16 -19 21 -17 -23 25 -25 26 -22 -9 -29 -30 right_child=2 -3 -4 -5 -6 6 10 8 13 -11 14 -13 -14 -15 15 20 -18 19 -20 -21 23 22 -24 24 -26 -27 -28 28 29 -31 leaf_value=-0.10862817658781528 -0.061796265892929352 0.022079660141882965 0.00037251441310368104 0.015801861491408727 -0.011891652504585426 -0.071203097530714896 0.080121023478283079 0.10774713084700878 0.12359714779881986 -0.090595966884794585 0.095434991305265116 0.01523334646435911 0.29864180950832203 -0.064630003809455494 -0.01938408249089691 0.028672125154085723 -0.19235918685171516 0.075886474645083177 0.14508435790495589 -0.095440945327409307 0.027952901628827367 0.29806132165694266 0.038624597286473127 0.059364809877890272 -0.10655755972165221 -0.11724870419606084 -0.14528794697378405 0.019230410441334438 -0.10198510816917537 0.0043082244476437504 leaf_weight=2.5433577368676188 13.381819589063523 1.8993323150498325 9186.3823830613073 131.03124630547245 633.61113801486499 20.160237381453044 12.118753653019668 5.2951785526238373 11.159048921195788 14.05235220864415 7.887289894046261 14.259876957163213 3.1050821952521792 2.178618640638887 16.569286914891567 10.481139580428136 2.1697578373132265 2.9887439571321037 4.7452343909535548 13.891791011614258 15.611198757484095 2.804158743005245 3.2960895299911499 22.652498519397344 2.6126462221145621 5.3220585066010235 2.705998742603696 59.13681386760436 8.8096506670117396 13.173973548808133 leaf_count=297 209 43 74108 1541 6911 559 124 61 117 72 76 118 27 81 220 99 24 25 32 121 250 18 38 175 22 127 29 456 70 125 internal_value=0 -0.0527482 -4.67039e-07 -0.00324754 -0.00594838 0.00701142 0.0103333 -0.00450911 0.00730548 -0.00405122 0.0242164 0.0717515 0.124691 0.0928515 0.0118942 0.00566924 -0.0284687 -0.0191585 0.0172314 -0.065107 0.0267115 0.0762082 0.157882 0.00992935 0.0422069 -0.0245683 0.00236004 0.0100221 0.00364308 -0.0382874 internal_weight=0 4.44269 10241.6 1055.21 924.18 290.569 277.187 133.966 113.806 100.468 143.222 29.4837 15.2238 13.3377 113.738 105.851 40.3648 38.1951 21.3145 16.8805 65.4858 16.5814 6.10025 48.9044 25.2651 23.6393 18.3172 86.4156 81.1204 21.9836 internal_count=86175 340 85835 11727 10186 3275 3066 1541 982 784 1525 269 151 198 1256 1180 422 398 252 146 758 155 56 603 197 406 279 712 651 195 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=31 num_cat=0 split_feature=4 6 1 9 7 8 0 1 7 9 9 7 9 3 8 8 3 6 6 7 9 5 9 8 6 6 8 8 7 8 split_gain=1.31318 4.44596 4.04281 6.08875 5.87961 7.74877 5.38065 8.87898 7.15107 7.08389 5.91862 5.33804 4.51374 4.46908 5.12162 5.01199 4.22706 5.21856 7.33343 8.77222 4.16639 4.13387 6.48224 7.8656 7.71174 9.01849 7.23998 6.24169 6.23002 5.98943 threshold=0.028823500499129299 59.624731063842781 211.64724731445315 1.5024287104606631 90.06866836547853 88.226823920000015 0.29305000603199011 88.755001068115249 96.07342910766603 1.11765992641449 1.1946979165077212 87.132465362548842 1.1143009066581728 0.10500000044703485 52.66233285500001 88.080442725000012 13.8474497795105 53.186521530151374 55.096605300903327 93.435150146484389 1.1946979165077212 2.6399934291839604 1.521198630332947 87.350006025000013 50.471309661865241 52.637584686279304 87.952414245000014 87.321885330000015 87.959163665771499 88.018790025000015 decision_type=8 8 8 2 8 8 10 8 8 2 2 8 2 10 10 8 8 10 8 8 2 10 2 10 10 10 10 10 10 10 left_child=1 2 3 4 5 13 7 8 -6 12 -8 -4 -9 -1 -15 -16 -13 -18 19 -19 -10 29 26 27 -25 -26 -23 28 -24 -5 right_child=-2 -3 11 21 6 -7 10 9 20 -11 -12 16 -14 14 15 -17 17 18 -20 -21 -22 22 23 24 25 -27 -28 -29 -30 -31 leaf_value=0.053147090044164541 0.00018719842832282064 0.066276043066268539 -0.10604145940499388 -0.12517473847004618 0.089175836492735291 -0.2611606231399401 0.080135551580216235 -0.024984631393858342 -0.1345656780886165 -0.084044256376742732 -0.075576422165588408 -0.11268200121173957 0.12949996106399222 0.00055242003675423158 -0.088790282822832078 0.11573758168685971 0.063986919165007788 0.031424434645887157 0.12223638964411154 -0.10140041223857997 0.057600244450977535 -0.11726000759711033 -0.060168866213877382 -0.070378007929959671 0.016264062914647433 -0.077707877920089249 0.055374112453598301 0.30178307107984292 0.091760094171971937 -0.013030493552365276 leaf_weight=3.8439709059894076 9900.8979400234657 8.276130389327589 3.3032042682170859 5.8229782517883022 9.5052309179009136 1.8070411364897143 10.556148861651307 6.6905931052751821 2.9414370362937925 23.943050736008445 3.1753218417798044 2.131142644211649 2.6366737633943558 10.513877909630535 29.20315279210627 1.2493941067368712 24.278961223666556 11.498311989009386 3.9946692977100602 8.7605585381388646 1.8303142310760447 2.6191677942115339 3.898869370153986 20.890541260596365 55.769917960977182 12.501998953288419 33.514480978250504 1.0230914950370795 8.7705212986038514 26.149294661357999 leaf_count=39 79666 229 16 72 165 54 84 62 41 1591 368 18 21 60 1195 27 178 105 38 62 82 58 71 263 860 196 205 5 189 155 internal_value=0 -0.00612347 -0.00792379 -0.0127723 -0.0313725 -0.0581366 -0.0110119 -0.0269362 0.0390311 -0.0552441 0.0441281 0.0171293 0.0186858 -0.0499494 -0.0596231 -0.080399 0.0251599 0.0312128 -0.00159574 -0.0260131 -0.060856 -0.00103337 0.00642472 -0.00637546 -0.0172123 -0.000944142 0.0428606 0.0641918 0.0450056 -0.0334549 internal_weight=0 341.1 332.824 278.857 107.896 46.6174 61.2788 47.5473 14.277 33.2703 13.7315 53.9668 9.32727 44.8104 40.9664 30.4525 50.6636 48.5325 24.2535 20.2589 4.77175 170.961 138.989 102.855 89.1625 68.2719 36.1336 13.6925 12.6694 31.9723 internal_count=86175 6509 6280 5863 3789 1375 2414 1962 288 1674 452 417 83 1321 1282 1222 401 383 205 167 123 2074 1847 1584 1319 1056 263 265 260 227 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=31 num_cat=0 split_feature=9 6 8 8 8 2 5 4 2 6 7 9 8 4 8 9 0 0 4 8 7 0 2 9 6 1 9 5 4 2 split_gain=1.20437 3.56871 4.29551 4.01585 5.36605 4.09264 3.35943 5.96184 3.40807 3.15792 3.09505 7.03107 6.21652 6.8176 5.32672 9.14108 11.8268 4.76797 4.17099 4.15967 5.19815 4.79693 4.27462 4.87188 4.63641 3.61474 6.983 3.12382 3.01607 2.94895 threshold=1.0116130113601687 53.760551452636726 22.435539010000003 50.568756935000003 49.091092425000006 69.795700073242202 2.6131182909011845 0.099994499236345305 6171.0654296875009 61.122201919555671 101.54062652587892 1.0099684596061709 44.077775450000011 0.06956499814987184 42.537642925000007 1.0066126585006716 0.51010000705719005 0.40000005066394811 0.13051400333642962 40.878328720000006 93.060775756835952 0.22001499682664874 323.08480834960943 1.0099684596061709 56.852272033691413 61.094999313354499 1.0049744844436648 2.5799700021743779 0.17855834215879443 91.058799743652358 decision_type=2 8 10 10 10 10 10 10 8 10 10 2 10 8 10 2 8 8 10 8 8 8 10 2 8 10 2 10 10 10 left_child=1 2 -1 4 9 28 -4 8 -8 10 12 17 14 -14 18 -16 -17 -12 19 20 -3 -21 23 24 -23 -26 27 -27 -5 -28 right_child=-2 3 6 5 -6 -7 7 -9 -10 -11 11 -13 13 -15 15 16 -18 -19 -20 21 -22 22 -24 -25 25 26 29 -29 -30 -31 leaf_value=-0.0721013081547906 0.00014262238229089449 -0.080837006330828076 -0.017293753049754969 0.059134653868704548 -0.11533118651830716 0.11897891472285689 0.069113425751804902 0.18801255105847961 -0.057688452009558702 -0.051990763596736315 0.081357916442038297 -0.084433470410769929 0.030099464852375392 -0.095284798138248722 -0.069109109426787316 -0.12070231046854421 0.12188263462416463 -0.042016775029145581 -0.11738420428725552 -0.1389789060228441 0.023818291240752208 -0.11024165146997128 0.062164127311521135 -0.10794675217638505 -0.068361449009854497 -0.12530828556182588 0.084191541295815298 0.056957218201592621 -0.057886837068610232 0.0068654229734509912 leaf_weight=3.5645455134508692 10006.864094295306 5.3616815581917754 5.844988661119717 4.5065422430634481 5.2003332749009124 4.5201505906879893 8.4333214457146788 3.4187195748090735 2.8312098085880288 18.143610886014358 14.173357132356614 4.5880773812532416 5.8991478148964234 16.371620546633498 5.4077416807413128 2.3963979631662342 12.45558574795723 4.0211371163604825 3.750882377544257 3.6978911496698856 41.329631433702161 4.6437925342470399 5.5051557844853951 6.977384101599454 6.7618831144645801 4.3200098760426071 8.9186447970569152 1.2019479125738142 4.3078099600970745 11.033038325607775 leaf_count=43 83795 39 44 30 49 42 60 16 22 220 94 26 38 124 55 22 102 55 420 25 434 31 69 39 42 80 59 9 27 64 internal_value=0 -0.00718279 0.0292287 -0.0114518 -0.0151343 0.0416161 0.0468237 0.072347 0.0372432 -0.0123473 -0.0080866 0.0261942 -0.0134348 -0.0620726 -0.00468244 0.0422091 0.0827411 0.0540911 -0.0138611 -0.00996838 0.0118005 -0.0291244 -0.0208948 -0.0313209 -0.0168236 -0.003366 0.0138868 -0.0856351 0.00194312 0.0414311 internal_weight=0 229.586 24.0928 205.493 192.159 13.3345 20.5282 14.6833 11.2645 186.959 168.815 22.7826 146.032 22.2708 123.762 20.2597 14.852 18.1945 103.502 99.7511 46.6913 53.0597 49.3619 43.8567 36.8793 32.2355 25.4736 5.52196 8.81435 19.9517 internal_count=86175 2380 185 2195 2096 99 142 98 82 2047 1827 175 1652 162 1490 179 124 149 1311 891 473 418 393 324 285 254 212 89 57 123 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=31 num_cat=0 split_feature=9 8 9 9 4 7 8 5 9 4 9 1 7 1 1 5 8 2 8 8 2 2 2 8 6 1 6 2 2 2 split_gain=1.20524 10.7618 13.1557 13.5072 11.5962 10.7982 10.8393 10.8371 9.74519 23.3404 8.61484 20.8037 13.4973 9.31491 8.60119 8.4363 17.862 8.15238 8.07659 7.88352 8.50222 11.3982 7.49318 12.952 10.4976 8.12807 7.24107 7.27252 7.21893 8.13774 threshold=1.0828325152397158 74.680035045000011 1.0727607607841494 1.0760917663574221 0.050005000084638603 96.35712051391603 74.151832615000018 2.6872649192810063 1.087821424007416 0.05587549880146981 1.0895128250122073 64.890895843505874 97.497509002685561 128.74700164794925 81.700363159179702 2.68000340461731 55.038618855000003 1234.7395629882815 13.758170855000001 27.513094805000005 524.88000488281261 154.21499633789065 1580.6350097656252 68.163682825000009 52.729789733886726 152.39299774169925 52.165784835815437 1647.2347412109377 109.0102005004883 47.444999694824226 decision_type=2 10 2 2 8 8 10 10 2 10 2 10 8 8 10 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 left_child=1 2 15 4 17 18 7 -7 9 22 11 -10 13 -13 -6 -1 28 -4 -5 20 21 -12 23 24 -2 -24 27 -11 29 -17 right_child=8 -3 3 5 14 6 -8 -9 10 26 19 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0022828077892057172 0.11029099165562717 -0.10693636009991858 0.053153607777520519 -0.039173654998486698 0.030953993814721911 -0.027792655289669746 0.15366307641689347 0.12606001573082262 -0.08453056029062718 0.054630052397747632 -0.10321198158838896 0.04565865761110191 0.095843272764256623 -0.10777310596162773 0.10148049113647284 -0.054555717307721366 -0.076828746313186522 -0.082451924183485681 0.045623034133640522 -9.4823704583789137e-05 -0.077864394734932493 0.021971644732251387 0.0024378869549203188 0.030225089239631173 -0.074768226927583822 0.094321539127996443 -0.094860663191071198 -0.10005079232386516 -0.0093970688774080088 0.14315300761955863 leaf_weight=1712.9063020645281 3.3742090575397006 9.033924804927663 8.5032930448651332 13.164044208824633 29.204397263005376 95.331278362311423 3.7099456191062918 4.8092427328228942 11.77110769972205 7.3936981194419769 9.3585393793255189 10.526421174407007 37.171118348836899 6.3400259166955939 42.395081518217921 3.0742441695620055 41.486526812746888 9.26244351826608 76.545161467045546 7628.1361910318883 26.974591772399435 32.645455068886804 26.267432078719139 30.559893360594288 33.479007080197334 15.197623204439877 44.931413593934849 5.161454638466239 246.63688063240261 6.4492903109639883 leaf_count=11647 20 481 67 63 175 659 18 25 71 92 587 52 186 31 290 512 818 81 446 64048 2054 1126 139 164 212 83 260 50 1685 33 internal_value=0 0.0019946 0.00242367 0.0226134 0.0547701 0.00776693 -0.0141855 -0.0204039 -0.000604337 -0.0245518 -9.11263e-05 0.0359363 0.0621778 -0.0120157 0.0727137 -0.000417431 -0.0159568 -0.0175464 0.0331799 -0.000399153 -0.034054 -0.00591941 0.00266495 -0.0179097 -0.0578246 0.0361148 -0.0760997 -0.00895963 -0.00609831 0.0793317 internal_weight=0 2302.51 2293.48 282.925 89.3652 193.56 103.85 100.141 7929.29 166.365 7762.92 65.8087 54.0376 16.8664 71.5995 2010.55 297.647 17.7657 89.7092 7697.11 68.9786 42.004 108.878 67.4131 36.8532 41.4651 57.4866 12.5552 256.16 9.52353 internal_count=86175 17000 16519 1824 613 1211 702 684 69175 1020 68155 340 269 83 465 14695 3048 148 509 67815 3767 1713 618 396 232 222 402 142 2230 545 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=31 num_cat=0 split_feature=5 4 4 5 1 6 3 9 3 0 0 7 2 7 9 2 9 3 9 0 9 6 7 4 7 2 2 2 8 7 split_gain=1.28138 3.93965 4.18427 4.37526 3.9388 4.75613 5.73434 3.68237 3.78012 5.5851 5.88433 7.12301 6.37156 6.02375 6.3525 10.8822 5.46839 5.6507 5.46384 6.5504 6.54533 5.99793 5.27231 4.94544 4.45386 4.4416 4.55237 4.43203 4.53663 11.0146 threshold=2.7300167083740239 0.19435833394527438 0.17001000046730044 2.7444100379943852 56.274999618530281 55.219902038574226 26.082884788513187 1.024965286254883 31.272417068481449 0.18000015616416934 0.3500001877546311 89.396530151367202 9242.6884765625018 89.776916503906264 1.2661221623420718 4589.5473632812509 1.0333229303359988 45.620000839233406 1.28161096572876 0.49205000698566442 1.5776674151420595 50.471309661865241 88.358043670654311 0.16477882862091067 88.570766448974624 119.61317062377931 150.269401550293 3040.8686523437505 58.911450515000006 89.889560699462905 decision_type=10 10 10 10 8 8 10 2 10 10 10 8 10 10 2 10 2 10 2 10 2 10 8 8 10 10 10 10 8 10 left_child=-1 2 7 -4 5 -3 -7 -2 9 27 11 12 24 -12 15 -15 -10 -18 19 23 -20 -21 -22 25 -11 -19 -27 -9 -29 -30 right_child=1 4 3 -5 -6 6 -8 8 16 10 13 -13 -14 14 -16 -17 17 18 20 21 22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.00026322846678699508 0.078578095795705669 0.092654860120986879 0.042342552499137404 -0.091818675785005494 0.1360883845054752 0.068900292352203407 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2.7630494557088241 2.7601497338910113 265.62167080451036 5.3132303059101078 5.1361956647597253 4.378597455623094 leaf_count=77615 102 32 20 69 45 550 25 286 40 50 207 332 28 222 64 14 213 86 2705 39 60 25 383 8 29 36 2703 37 109 41 internal_value=0 0.0050941 0.00335797 -0.0545931 0.0535942 0.0240656 -0.0341693 0.00495643 0.00381859 0.0188214 0.0333274 0.0601368 -0.0174648 0.00691853 -0.034041 -0.0665742 -0.00200184 -0.000525475 0.002107 0.0051829 -0.0577333 -0.0842536 0.0420109 0.00777701 0.0262409 0.00671924 0.00510346 -0.0129984 0.0296538 -0.01168 internal_weight=0 467.877 451.707 12.1249 16.1695 11.9073 6.43974 439.582 432.892 121 83.1115 41.243 9.19206 41.8685 19.3291 14.6206 311.892 308.062 296.847 282.335 14.5125 7.9583 4.52681 274.376 7.20619 272.683 268.382 37.8888 14.828 9.51479 internal_count=86175 8560 7908 89 652 607 575 7819 7717 1419 946 439 107 507 300 236 6298 6258 6045 2897 3148 64 443 2833 79 2825 2739 473 187 150 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=31 num_cat=0 split_feature=9 8 7 1 1 1 5 8 9 6 1 1 3 6 2 3 6 1 3 7 1 7 8 7 0 0 0 3 5 0 split_gain=1.22408 8.38624 8.3036 8.25163 7.58257 4.45267 9.61559 3.90634 3.04171 6.60903 5.43633 6.30299 10.6277 12.7082 4.75314 2.29965 2.18475 6.27958 5.9424 9.50953 4.25064 5.75168 4.69474 4.53837 9.4366 4.14819 3.71069 3.69575 4.5309 7.6836 threshold=1.6973063349723818 88.080442725000012 86.751735687255874 106.68192672729494 110.6290969848633 104.71112442016603 2.6798100471496586 87.824652140000012 1.6808274388313296 50.105657577514656 111.22568511962892 100.96319961547853 122.10000228881837 52.225957870483406 42747.324218750007 1632.7188110351565 49.680486679077156 159.09695434570315 4952.9711914062509 95.363800048828139 44.649999618530281 107.00885391235353 2.0011106370000005 91.530918121337905 0.14911996573209765 0.11982686817646028 0.24904999881982806 10.810550212860109 2.6299934387207036 0.50554999709129345 decision_type=2 10 10 8 10 10 10 8 2 10 10 10 8 10 8 10 8 10 10 10 10 8 10 10 10 10 10 10 10 10 left_child=8 5 -3 -4 -5 6 -2 -7 16 -10 11 14 -13 -14 -11 -12 17 18 20 -20 23 22 -22 26 -25 -19 -1 28 29 -24 right_child=1 2 3 4 -6 7 -8 -9 9 10 15 12 13 -15 -16 -17 -18 25 19 -21 21 -23 27 24 -26 -27 -28 -29 -30 -31 leaf_value=0.039649473923835228 0.074695528794845617 -0.11357947957127774 0.18727243987554987 -0.082225076906330477 0.11721285825421442 -0.19168732935688113 -0.1153202504793979 -0.053632128349482111 -0.049300999950748887 0.12381398812648788 0.095585433308791157 0.15298344875145611 0.028373743092107162 -0.17566378135989724 -0.0093734918582461108 -0.006762052830249588 -0.00029183366748186575 -0.15013572382482204 0.049378104778530191 0.33652864644644404 -0.12869042386294202 -0.072824596210263465 0.24799093569416361 -0.22689560719462221 0.021524191258011416 0.0060531852653634777 -0.1321309947848352 0.022887746318224964 -0.086049672377242453 -0.042734663918455797 leaf_weight=6.3271802721719705 5.3143924325704592 2.9217523661209261 4.1990705318748924 4.0019294060766706 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10183.2 54.4527 44.333 25.7832 14.7834 12.2188 10.9998 18.5498 10128.7 205.705 198.758 15.9843 182.774 168.744 161.226 14.0297 6.13312 6.94701 7.89659 159.034 11.3548 4.3451 internal_count=86175 338 204 73 48 134 81 53 85837 338 283 153 91 71 62 130 85499 2708 2653 278 2375 2088 1911 287 69 55 218 1896 187 82 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=31 num_cat=0 split_feature=4 6 9 9 8 1 7 8 0 1 7 9 8 8 7 5 0 2 8 7 8 8 5 6 8 8 9 6 8 5 split_gain=1.23177 3.76427 3.93622 5.21552 6.01861 6.84911 5.12317 4.88479 4.52532 5.20662 6.21816 5.3433 6.34876 5.31653 4.99662 4.87006 4.79402 4.42804 4.48454 5.4304 7.34125 4.31769 7.66054 3.90094 5.60612 4.34623 3.78705 3.47219 3.42038 3.40529 threshold=0.028823500499129299 59.624731063842781 1.067902743816376 1.1193306446075442 73.638540480000017 241.24684906005862 88.122100830078139 79.618289135000012 0.052429858595132835 211.64724731445315 87.72849273681642 1.5024287104606631 88.226823920000015 88.297967175000011 94.829181671142592 2.6159449815750127 0.069205000996589675 2742.005004882813 83.598192555000011 89.396530151367202 85.100540475000017 83.723137205000015 2.6694049835205083 53.654310226440437 59.698715195000005 59.86349009500001 1.3393588662147524 53.062681198120124 68.854262760000012 2.6399934291839604 decision_type=8 8 2 2 10 8 8 8 10 10 8 2 8 10 8 10 10 10 10 10 10 10 10 8 8 10 2 10 10 10 left_child=1 2 -1 4 5 6 -4 -6 15 11 -11 12 17 -14 -12 23 -16 21 28 -20 -21 -10 -23 24 -5 -26 -3 -18 -19 -13 right_child=-2 26 3 8 7 -7 -8 -9 9 10 14 29 13 -15 16 -17 27 18 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.09778209826246935 0.0001863919370612804 0.089791366464970254 0.00091925355007219317 -0.10428279080325116 -0.081313320626597865 -0.061242500438304218 0.11707190089782288 0.063365202438307885 0.05521289481597258 -0.11139252351005575 0.093093431906774354 -0.030332117463117144 -0.30359497250324563 0.0063060337700050137 0.14734996939117492 -0.1155866218997121 0.061197583938293693 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internal_value=0 -0.00598708 -0.00766087 -0.00632118 0.0312333 0.0599813 0.0847765 -0.0318964 -0.0106443 -0.00636644 0.0416116 -0.0105723 -0.0337278 -0.193117 0.0611541 -0.0473644 -0.0236811 -0.0280518 -0.0461795 -0.00264008 0.036858 0.00799585 -0.0323334 -0.0236165 0.00458919 0.0381839 0.0613204 -0.0792552 -0.0690234 -0.000845075 internal_weight=0 334.13 326.023 321.247 33.1631 22.7865 18.9172 10.3765 288.084 258.024 20.7959 237.229 70.1758 2.41311 18.4406 30.0597 5.04373 67.7627 45.0884 15.5159 10.732 22.6742 12.2291 22.2979 15.3277 11.7133 8.10748 3.80677 29.5726 167.053 internal_count=86175 6509 6280 6140 230 158 131 72 5910 5439 222 5217 3174 247 210 471 64 2927 1451 988 515 1476 1315 154 119 100 229 57 463 2043 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=31 num_cat=0 split_feature=1 4 9 1 7 9 2 6 6 5 4 6 9 6 9 6 4 7 8 9 7 4 5 5 9 8 2 9 6 7 split_gain=1.18804 5.29948 5.32298 5.30405 8.81057 6.74946 9.54704 6.57849 6.2057 6.32626 9.22594 9.22587 10.6718 10.1311 6.95577 5.7863 7.15319 11.4679 7.58693 8.057 11.8177 10.6395 7.09039 9.82444 6.5139 11.5552 8.52542 7.41672 10.7119 10.5395 threshold=122.09254837036134 0.15221333503723147 1.2593680024147036 131.91500091552737 108.04341888427736 1.5653824210166933 288227.26562500006 50.237092971801765 50.471309661865241 2.6834199428558354 0.097016669809818282 53.432479858398445 1.1878084540367129 54.590385437011726 1.137657165527344 49.577369689941413 0.06591349840164186 103.57094955444337 59.698715195000005 1.1293502449989321 94.765163421630874 0.058555500581860549 2.7169150114059453 2.6547749042510991 1.0928202867507937 55.434759575000008 2183.329956054688 1.2408969998359682 55.01366043090821 99.70434951782228 decision_type=8 10 2 10 10 2 10 10 8 10 10 10 2 10 2 8 8 10 10 2 10 8 10 10 2 10 10 2 10 10 left_child=-1 3 -3 4 5 15 7 -7 -5 -10 11 12 14 -13 -11 -2 17 18 -17 20 21 -20 23 24 -18 -26 27 28 -27 -30 right_child=1 2 -4 8 -6 6 -8 -9 9 10 -12 13 -14 -15 -16 16 22 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.00054489351408498526 0.041526890286602045 0.024067004368383941 0.15496581487651162 -0.034735622325567143 -0.10312121595603035 -0.10037011393034755 0.20326170673847474 0.033917732874753186 -0.00013561447754874189 0.0036389689519773652 -0.068327207675493537 0.13528744745111795 0.079338990562744557 0.024674253598713693 -0.1029899443800123 -0.070578842133924999 0.023914939872278315 0.10112835816965156 0.11611276721910008 -0.033659481490203973 -0.0418140950215945 -0.095093892535911551 0.11813681684323102 -0.050236568617718816 -0.15553825288626158 -0.082530927917341013 0.033949783172803963 0.0014592800117394957 0.032789742885249176 -0.096437643120417416 leaf_weight=8046.1741345665832 19.787445219713845 28.282937446609143 3.4899204751491189 48.388500919129001 10.098874541959956 4.1606032839335958 3.0090576470684018 29.608156437287107 1361.157784696552 35.093555932398885 9.465982534689827 15.860715474147581 16.728315197949996 17.324703740945552 7.4094875007867804 41.31016387231648 83.445062026850792 6.6485773869208051 13.9621150624007 129.21746511996025 15.095843561459331 2.8764899820089367 4.6387094280216834 44.338310990511673 5.2520656204396792 32.582435358315706 43.60914495959878 98.805919281032402 23.878872286528349 8.5784406480379385 leaf_count=66265 252 172 31 405 91 132 26 384 12071 216 55 158 489 148 62 295 522 51 97 1950 110 16 58 371 174 180 313 915 120 46 internal_value=0 -0.00209448 0.0384449 -0.00269854 -0.0104799 -0.00894823 0.0325813 0.0173723 0.00049811 0.00166343 0.0256987 0.0353295 0.0116798 0.077541 -0.0149495 -0.011609 -0.0135061 -0.0281011 -0.0323448 -0.0225438 0.0224342 0.0800329 -0.0046631 -0.00633608 0.000236473 -0.00905261 -0.00534408 -0.0158025 -0.042026 -0.00136495 internal_weight=0 2164.11 31.7729 2132.33 620.904 610.805 36.7778 33.7688 1511.43 1463.04 101.883 92.4168 59.2314 33.1854 42.503 574.027 554.24 209.111 202.462 161.152 31.9344 16.8386 345.129 340.49 296.152 212.707 207.455 163.846 65.0397 32.4573 internal_count=86175 19910 203 19707 6103 6012 542 516 13604 13199 1128 1073 767 306 278 5470 5218 2519 2468 2173 223 113 2699 2641 2270 1748 1574 1261 346 166 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=31 num_cat=0 split_feature=9 2 2 5 5 2 5 7 0 2 7 0 7 4 7 3 6 8 9 3 7 5 4 6 2 7 2 0 4 8 split_gain=1.1769 1.759 1.60775 1.19182 4.18624 2.88672 1.63756 2.87401 3.08245 1.28896 5.24155 4.61865 5.20166 4.51296 3.93145 6.53335 3.87994 3.47341 6.54276 3.26118 4.5179 8.21674 4.42135 4.74076 4.08662 3.3048 4.52951 3.11851 3.02832 4.23258 threshold=1.0016464591026308 69.795700073242202 80.40000152587892 2.8502999544143681 2.8864800930023198 2607.829956054688 2.8300549983978276 93.262512207031264 0.21245000511407855 55.204999923706062 100.03244400024415 0.90049999952316295 99.606616973876967 0.23009499907493594 104.48049926757814 51.65050125122071 60.596574783325202 50.568756935000003 1.2869567275047304 1.7305999994277956 96.776599884033217 2.5826166868209843 0.12140499800443651 58.975288391113288 47.444999694824226 94.652008056640639 39.329999923706062 1.7934499979019167 0.070001501590013518 63.771519430000005 decision_type=2 10 10 10 10 10 10 8 8 8 8 10 8 8 8 10 8 8 2 10 10 10 10 8 8 10 10 10 8 10 left_child=1 -1 -3 6 5 -5 9 -8 -9 10 11 12 13 19 15 16 -12 -18 -19 -2 21 25 23 -22 -23 26 -21 -11 29 -16 right_child=3 2 -4 4 -6 -7 7 8 -10 27 14 -13 -14 -15 28 -17 17 18 -20 20 22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.10960828214957968 0.088132695556304055 0.10888818782274889 -0.073845272940665285 0.02264958733957215 -0.094369854643979609 0.18785629622669736 -0.13324159958444989 0.11869584850005999 -0.10216532779952062 -0.00017708156061295614 0.088183032344126305 0.064791079734948465 -0.13910049339262961 -0.11640205200056042 -0.21867571098377825 -0.085648633380238912 0.096481124845300775 -0.091861824373172848 0.097559408148346544 0.049838296025935827 0.0659005199018627 -0.11246479096477913 -0.094592156830225094 -0.10792818653390851 0.033951685840774438 0.081488471167216567 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-0.0231682 -0.0118859 -0.0181456 0.00560697 -0.0569475 0.00615188 -0.071633 0.0405926 0.00197828 -0.000209308 0.00738433 -0.0724461 internal_weight=0 4.31327 1.92634 10201.2 5.85315 4.27992 10195.3 5.04264 2.54645 10190.3 371.761 66.4078 60.5088 56.5752 305.353 32.8921 29.4153 11.3931 7.88929 52.0879 49.02 30.4066 18.6134 6.95521 9.47906 20.9275 10.764 9818.53 272.461 4.67041 internal_count=86175 340 69 85835 695 81 85140 107 45 85033 3626 498 442 417 3128 293 262 98 77 393 370 241 129 64 105 136 72 81407 2835 131 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=31 num_cat=0 split_feature=3 3 6 2 5 5 5 7 7 7 0 1 8 0 1 9 0 1 9 1 5 3 1 0 9 4 2 0 5 8 split_gain=1.1778 3.73757 7.8152 9.83499 8.94831 5.64019 6.34505 5.39492 5.23648 4.95068 5.09455 4.92788 8.81889 4.66157 4.4524 10.3954 8.52017 5.94139 5.29499 13.0833 11.5294 6.66953 7.28174 6.43345 6.41379 4.40686 4.39287 4.05659 3.98748 3.9135 threshold=12.087590217590334 8.6812500953674334 58.043684005737312 1365.7219848632815 2.712305068969727 2.4904099702835087 2.3904000520706181 90.947826385498061 106.59830856323244 104.48049926757814 0.4379699975252152 125.68610000610353 73.056724475000024 0.49205000698566442 118.14445114135744 1.0267012119293215 0.45014999806880956 106.00159835815431 1.1744956374168398 78.381099700927749 2.599985003471375 11.237450122833254 89.641059875488295 0.25002999603748327 1.2593680024147036 0.069002497941255583 272.85049438476568 0.4379699975252152 2.6227700710296635 69.961542290000025 decision_type=10 8 8 8 10 10 10 10 8 10 10 10 10 10 10 2 8 10 2 10 10 10 10 10 2 10 8 10 10 10 left_child=1 -1 3 9 11 6 -4 -6 -7 14 -11 29 -13 -10 15 -3 26 18 25 20 -20 22 23 -21 -23 -17 -16 -19 -25 -5 right_child=-2 2 5 4 7 8 -8 -9 13 10 -12 12 -14 -15 16 17 -18 27 19 21 -22 24 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.00024334494924069017 0.00041226513613693417 -0.1022029771179972 -0.024406966378776523 -0.045145516905138558 -0.0061766218315813491 -0.0930504363827033 0.05718782587920726 0.088821344714667516 -0.055122100612338777 0.041443428490523626 -0.1684805705981347 -0.059201826245703082 0.16270030576983541 0.078543178976791556 -0.039919149981092181 0.0011737431478320089 -0.12068231942801427 0.052118214245672007 0.010214116951402903 -0.15854079485897504 -0.23046168583331458 0.07122812321179893 0.1240822835714664 -0.04820786296233362 -0.121557543115907 0.10315796892202125 0.082201391274141722 0.20815891033888756 0.093506325961966841 -0.11453982919168769 leaf_weight=1044.5798908297584 8817.1595352340737 4.7753962520509949 123.01364264092626 25.056767203204799 25.89952031953726 21.732535541290417 10.330742018530144 7.7718793323729178 7.7288430556654912 2.0718167282175264 2.6155024860054255 5.0354708333034059 2.7796133225783706 3.9387954425765201 5.0858704110141817 5.5851780030643594 5.3586921384558108 2.9784196429536669 4.5506419546436501 1.8214720976539016 3.5378327299840748 3.0529842155519864 12.872691698838024 2.941718618385492 3.969405954121612 17.553731173975393 6.9994548937538648 3.7810366748017259 6.1082855761051178 12.027762540266847 leaf_count=10133 72900 30 1425 158 192 131 76 94 61 22 24 37 16 42 35 58 42 40 25 14 25 24 118 20 28 120 63 39 71 112 internal_value=0 -0.00272404 -0.0118146 0.00299593 -0.0232196 -0.0272901 -0.0180855 0.0157504 -0.0640382 0.0245282 -0.0756932 -0.0524442 0.0197227 -0.00999899 0.029692 0.0404675 -0.0157279 0.050377 0.0406701 0.018117 -0.0950555 0.0478699 0.0731904 0.0129303 -0.037744 0.0785414 0.0308094 0.139403 0.0474419 -0.0676524 internal_weight=0 1385.56 340.976 174.231 78.571 166.745 133.344 33.6714 33.4002 95.6601 4.68732 44.8996 7.81508 11.6676 90.9728 73.5288 17.444 68.7534 61.9939 38.855 8.08847 30.7666 23.7442 10.8715 7.02239 23.1389 12.0853 6.75946 9.05 37.0845 internal_count=86175 13275 3142 1407 609 1735 1501 286 234 798 46 323 53 103 752 612 140 582 503 325 50 275 223 105 52 178 98 79 91 270 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=31 num_cat=0 split_feature=8 8 2 9 9 8 6 9 9 5 5 6 9 9 4 8 2 2 6 8 9 9 9 2 2 9 9 3 0 7 split_gain=1.11709 8.49571 10.0213 12.7362 10.048 8.5374 8.78134 8.15994 8.13486 7.55825 6.96199 6.82211 6.32186 9.74048 9.03656 12.8196 6.93619 6.09202 6.37546 6.04105 16.8929 26.0195 39.4219 17.7683 15.552 14.9751 40.9543 15.3309 19.7604 16.1358 threshold=62.490172530000002 63.602178550000012 1037.2650146484377 1.087821424007416 1.2644609808921816 63.49075426000001 48.898498535156257 1.1577662825584414 1.3131380677223208 2.5900232791900639 2.6962049007415776 60.450513839721687 1.2964575886726382 1.3079319000244143 0.076169498264789595 60.076609070000011 352.41999816894537 1188.1757812500002 52.021381378173835 57.860806910000001 1.0580517053604128 1.0695490241050722 1.0711222887039187 277.35739135742193 2881.819946289063 1.162797808647156 1.1744956374168398 45.620000839233406 0.036013314500451095 94.479389190673842 decision_type=8 8 10 2 2 10 10 2 2 8 10 8 2 2 10 10 10 8 10 10 2 2 2 10 8 2 2 10 10 10 left_child=8 2 3 -2 5 6 -5 11 12 -9 -8 -4 19 16 -15 -16 -14 -10 -19 -1 23 -22 -23 -21 25 -24 -27 -28 -29 -30 right_child=1 -3 7 4 -6 -7 10 9 17 -11 -12 -13 13 14 15 -17 -18 18 -20 20 21 22 24 -25 -26 26 27 28 29 -31 leaf_value=-0.0011667343409936563 -0.050529236445968184 -0.00023602505923056062 -0.11496808008338698 0.12349679671042496 -0.11799972476217702 -0.083311142283842052 0.052112377087157685 0.3513118217859772 0.098631455479905011 -0.012173520084182626 -0.046087749231456747 -0.011781288524179211 0.021343805559566668 -0.12865651634462164 0.18421390385878211 -0.018272630525893865 -0.10523798845577602 -0.073920307035332894 0.073109630384040641 0.01622376075287648 0.061462290878932485 -0.14489225947662746 0.038963748282944966 -0.089766855634897655 -0.0090785831763754102 -0.092227949935541093 -0.011111879302790159 -0.011263837473717507 0.10105649687767021 0.012503477266469422 leaf_weight=2417.6879592725945 39.086597064044327 6609.4642888082381 25.192571660503745 11.941863775253294 4.6211997769350992 5.4081807732582083 25.601449623703957 0.59990429016761204 14.996534117031844 12.328713996692386 10.055032312870024 8.5925872009247524 5.5672772228717831 3.2126946114003685 5.0247371643781635 8.2772761397063732 19.461248693056405 5.6650140959245601 6.1517235189676285 29.027852889848873 94.182777744019404 16.969457423314452 225.81518756039441 34.751770472619683 293.33196798514109 37.957767732441425 94.218945439904928 46.759649962186813 56.856755539774895 32.247940979897976 leaf_count=17338 317 59985 190 86 527 41 140 4 174 540 59 58 26 25 25 48 191 121 27 245 502 90 1293 300 2480 185 467 259 281 151 internal_value=0 -0.000758528 -0.0248366 -0.00646603 0.0234203 0.0357495 0.0492774 -0.0628702 0.00145369 0.00469266 0.0244202 -0.0887246 0.0010237 -0.0377484 0.021862 0.0582152 -0.0770815 0.0563199 0.00262261 0.00150028 0.00820214 0.0117328 0.00590851 -0.0415276 0.00915933 0.019992 0.00400889 0.0198855 0.0413814 0.0690082 internal_weight=0 6752.89 143.428 96.7143 57.6277 53.0065 47.5983 46.7138 3448.16 12.9286 35.6565 33.7852 3421.35 41.5432 16.5147 13.302 25.0285 26.8133 11.8167 3379.81 962.12 898.34 804.158 63.7796 787.188 493.856 268.041 230.083 135.864 89.1047 internal_count=86175 61947 1962 1170 853 326 285 792 24228 544 199 248 23906 315 98 73 217 322 148 23591 6253 5708 5206 545 5116 2636 1343 1158 691 432 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=31 num_cat=0 split_feature=4 6 4 5 3 0 7 7 0 2 3 1 5 0 3 5 7 7 8 8 8 3 7 4 1 9 7 1 9 8 split_gain=1.12623 5.46095 6.6474 7.03536 6.24822 4.5385 4.19006 3.90243 3.74255 3.48641 7.94421 6.47527 5.79706 5.80771 6.40761 8.55421 5.21028 5.02496 3.98805 22.1985 9.33682 13.1936 12.3453 11.133 19.5909 9.68693 15.4855 15.2511 13.7145 9.1705 threshold=0.090002503246068968 50.359931945800788 0.13611599802970889 2.6734716892242436 89.33499908447267 0.31935000419616705 118.51842498779298 103.38414001464845 0.15233500301837924 12356.027832031252 25.23499965667725 85.923751831054702 2.3302499055862431 0.36005000770092016 129.12750244140628 2.6798100471496586 95.183742523193374 93.262512207031264 57.044835510000006 53.814256215000007 61.931032750000007 206.50534820556643 101.0102996826172 0.15003500133752826 51.555000305175788 1.2459819912910464 97.049575805664077 83.230804443359389 1.2358905673027041 60.968498590000003 decision_type=10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 8 8 10 10 8 10 10 8 8 10 2 10 10 2 10 left_child=6 2 3 4 5 -2 -1 -4 -6 18 -11 17 -13 14 -14 16 -16 -12 19 -3 21 23 -23 25 -25 28 27 -27 -20 -29 right_child=1 9 7 -5 8 -7 -8 -9 -10 10 11 12 13 -15 15 -17 -18 -19 20 -21 -22 22 -24 24 -26 26 -28 29 -30 -31 leaf_value=0.0005575397628346685 -0.0047958958490242759 -0.0012090071589229599 0.064570598687020267 -0.10542741308630804 -0.087142575296826674 -0.12722271243784997 0.12543372445011053 -0.26588939522238125 0.054210571485920678 -0.078263445217869043 -0.081602746059268649 0.20568171773780369 0.025791911126328611 -0.077619342821116627 0.2389851061259318 -0.021200422794462642 0.090630590719403104 0.016426328950678391 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-0.0351839 -0.0516264 -0.019134 -0.0705196 0.000601759 0.0488281 0.0293266 -0.00118052 0.0166678 0.0246424 0.0385252 0.0339105 0.0410308 0.102196 0.152755 -0.0235385 -0.00194631 -0.00796598 0.000762429 0.0169345 0.100298 0.011563 0.0415556 -0.0018469 0.0391634 0.00367183 -0.0141956 0.0638401 internal_weight=0 2598.86 48.1218 40.2452 25.0915 12.1782 7590.74 7.87664 12.9133 2550.74 104.939 96.8069 75.1525 73.1335 68.7447 13.7112 9.72612 21.6544 2445.8 759.021 1686.78 294.639 17.8358 276.803 85.523 191.281 44.2676 32.5476 147.013 18.3615 internal_count=86175 18309 1164 512 311 195 67866 652 116 17145 614 553 414 402 369 101 69 139 16531 5449 11082 1670 144 1526 497 1029 279 183 750 100 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=31 num_cat=0 split_feature=4 0 3 9 9 1 5 8 2 7 8 8 9 3 5 1 8 2 7 5 6 3 5 0 2 1 7 2 8 9 split_gain=1.09386 5.67641 11.2997 9.07349 7.89449 6.50888 6.43228 6.66538 6.50013 8.11765 6.08091 10.3224 10.8442 9.75427 12.1707 10.3026 9.6754 8.29389 5.524 5.52479 6.18587 5.451 5.3845 5.35578 5.32196 5.65209 8.4452 5.20872 7.00444 7.53331 threshold=0.13950666785240176 0.25002999603748327 8.6812500953674334 1.4649919867515566 1.558970093727112 42.885000228881843 2.746313333511353 34.179560925000011 233.44899749755862 101.26604461669923 67.714191485000015 57.044835510000006 1.0845726132392886 15.033600330352785 2.5777766704559331 94.480247497558608 67.847581670000025 541.06784057617199 96.977798461914077 2.6018366813659672 55.052148818969734 12.087590217590334 2.6658649444580083 0.40495000779628759 282.41656494140631 95.72259902954103 103.0540237426758 4589.5473632812509 64.776414430000017 1.048164486885071 decision_type=10 10 8 2 2 10 10 10 8 8 10 10 2 10 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 2 left_child=-1 3 -3 27 -5 -4 8 -8 9 18 11 12 -10 -13 -15 17 -12 -16 -7 20 -20 -11 -17 -23 -18 26 -26 -2 29 -29 right_child=1 2 5 4 -6 6 7 -9 10 21 16 13 -14 14 15 22 24 -19 19 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0003441292486902054 0.0024167602494468729 0.018829507718375962 -0.097290371612940213 -0.10318816580408696 0.047738379958648318 -0.0056905016760862067 -0.081415482226378011 0.12144909854154251 -0.02296630266067369 -0.048526545972543231 -0.161375367723914 -0.10866169182649335 -0.11072953137082037 0.13765565760344325 0.0630400573224911 0.15407336446818828 -0.13319531120850348 -0.063173858209363803 0.042865575236625535 0.013942646464755329 -0.10526625735582958 0.035275877038418856 0.00043151747099563027 -0.011278746234015022 0.084504663058563231 -0.06084647231221061 -0.12418060338673845 -0.046922676189925419 -0.0048004972684819909 0.091398049361335373 leaf_weight=9096.3789241585673 559.47549688240542 97.061027179974189 10.470357254023837 13.958571876690259 4.6104121636599293 32.033870230894536 2.1851316555403155 6.2581729621160775 50.135654071935278 14.429587308666667 8.6416251659393293 5.9182548131793729 19.576425367966294 8.2408367954194528 7.127266340423378 5.6738079388160232 5.3516249300446352 19.319114737212658 3.2346161901950863 7.045747742522507 21.942894291132689 63.190849910199177 3.8145393654704103 40.580975441171176 7.9081151008140314 16.265692993067205 2.5692437996622175 4.7120583988726166 23.723480977118015 23.950894393026829 leaf_count=78115 3153 1691 197 191 42 183 14 63 395 114 39 27 252 50 42 33 35 94 14 45 119 414 22 410 60 90 27 25 106 113 internal_value=0 -0.00300899 -0.0114689 0.00315012 -0.0657153 -0.0195946 -0.0172798 0.0689476 -0.0194024 -0.00648944 -0.0340782 -0.0227296 -0.0476118 0.0118973 0.0280487 0.00291275 -0.0674544 -0.0291594 -0.0350972 -0.0643311 -0.0862354 0.00906243 0.0923057 0.0170702 -0.0421658 -0.0239497 0.0333311 0.00524006 0.0353923 0.0686588 internal_weight=0 1089.41 458.975 630.431 18.569 361.914 351.444 8.4433 343.001 182.459 160.542 119.806 69.7121 50.0938 44.1756 35.9347 40.7363 26.4464 64.2571 32.2233 25.1775 118.201 9.48835 103.772 32.0947 26.7431 10.4774 611.862 52.3864 28.663 internal_count=86175 8060 4430 3630 233 2739 2542 77 2465 1299 1166 915 647 268 241 191 251 136 361 178 133 938 55 824 212 177 87 3397 244 138 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=31 num_cat=0 split_feature=0 6 6 8 1 9 2 3 5 4 8 2 3 9 8 8 7 0 4 6 9 8 8 5 9 8 6 9 7 3 split_gain=1.15535 2.65104 2.89479 2.3866 1.99482 1.87852 2.30501 1.77782 1.54702 1.53707 2.3479 1.23931 5.76987 6.61836 4.60548 12.6548 12.2946 7.39508 7.27621 9.05095 8.46941 15.0168 14.1507 9.51511 8.44905 8.16418 7.20991 7.23219 6.7056 6.67616 threshold=1.4203000068664553 51.514183044433601 54.247951507568366 83.89519991500002 46.343500137329109 1.5962566137313845 26.836180686950687 1.7305999994277956 2.4200600385665898 0.14002999663352969 73.244465885000011 184.97500610351565 134.34804534912112 1.6808274388313296 68.008555565000009 65.631410680000002 96.289451599121108 0.084713350981473937 0.059998499229550369 56.050838470458991 1.0744642019271853 61.319998600000012 60.751124400000009 2.7314250469207768 1.0465513467788699 59.778939185000006 58.474561691284187 1.2408969998359682 92.898681640625014 6.710400104522706 decision_type=10 8 10 10 10 2 10 10 8 8 10 8 10 2 8 10 8 8 10 10 2 10 8 10 2 10 8 2 8 10 left_child=11 -2 4 5 -3 6 8 -5 9 -4 -11 12 13 14 15 18 26 -18 19 20 21 22 24 25 28 -22 27 -17 -1 -19 right_child=1 2 3 7 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 16 17 29 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.12902726673538145 0.084600278645450111 0.024994664913166542 -0.13435062209364082 -0.010659630066021731 -0.12632615825174784 0.065376264364432404 -0.10311060780044666 0.10538505728923774 0.13659576212515656 -0.11415192851028877 0.081922356779310104 -0.00047420520736929264 0.017151364955571374 0.11209742889776338 0.0049266306586577 0.11051866258456111 0.080320206473265585 0.030915619606375445 -0.0085381408384942008 0.11281867405217734 0.13736878280163267 0.14562454651782353 -0.15521414561038197 0.16969298921955789 0.077816875438296254 -0.081965429895865582 -0.12358460709989144 -0.074480153980752792 0.010917521003726111 -0.089177808136235465 leaf_weight=3.5221168197458601 2.1158082688489257 1.0906159728765512 0.99376518979260997 2.8281201061327002 4.329716592314071 1.493486058898269 4.8230547239654697 2.4760258810129017 0.67437428608536709 0.95328074441567912 1.6994716152548788 8371.5747739642302 231.62582550545631 5.2710929736495009 830.68713531148387 9.1431937571614927 3.1607568843755889 5.139773035189136 457.88322765276098 8.9515109935891797 1.8511897027492583 8.7411903250031155 4.9648033678531638 1.8956163629190985 19.449975463561714 20.384265920903999 2.3599977941485131 2.748352322843858 122.81607321609044 46.581273012328893 leaf_count=27 44 9 28 46 153 21 156 37 4 83 10 70021 2005 68 6944 55 26 71 4118 76 9 51 21 28 282 227 45 86 896 528 internal_value=0 -0.0221729 -0.0327484 -0.0112831 -0.0958792 -0.0386052 -0.0555885 0.0435111 -0.00254355 -0.0282755 0.011462 3.61225e-05 0.00242662 0.000234068 -0.000146277 -0.00600236 -0.0466795 -0.0681691 -0.00167905 0.0146296 0.00984299 0.0181966 0.0108079 -0.0453704 0.0164618 -0.063705 0.0360758 0.0677621 0.00701607 -0.0772435 internal_weight=0 23.4777 21.3619 15.9416 5.42033 10.6374 9.14395 5.30415 4.32089 3.64652 2.65275 10158.8 1787.18 1555.55 1550.28 719.593 69.1333 54.8818 650.46 192.577 183.625 159.494 150.753 24.1311 145.788 22.2355 14.2515 11.8915 126.338 51.721 internal_count=86175 591 547 385 162 302 281 83 125 121 93 85584 15563 13558 13490 6546 811 625 5735 1617 1541 1277 1226 264 1205 236 186 141 923 599 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=31 num_cat=0 split_feature=8 8 3 7 9 9 9 9 8 9 5 1 8 9 3 8 2 9 9 9 6 5 9 8 9 9 9 5 1 4 split_gain=1.21465 8.87528 12.5882 17.6602 16.8928 19.4782 9.58409 29.5615 46.7886 23.4081 18.4215 17.7233 16.3652 15.5884 21.287 25.1541 21.4354 31.7044 20.9787 25.7084 25.1811 19.4304 20.6912 18.1625 35.6931 21.7337 16.1701 14.3718 14.7994 13.2834 threshold=72.669456165000014 73.244465885000011 43.264999389648445 91.69946670532228 1.2987144589424136 1.3009637594223025 1.239249646663666 1.219445586204529 82.704916510000018 1.2627818584442141 2.6199631690979008 81.391963958740249 84.004879095000021 1.179467558860779 266.79499816894537 84.486923110000006 960.48999023437511 1.2161991596221926 1.204683840274811 1.1980048418045046 55.355739593505866 2.5900232791900639 1.1392991542816164 76.526457160000021 1.1026969552040102 1.0928202867507937 1.116006135940552 2.4904099702835087 99.982028961181655 0.029995999298989776 decision_type=8 8 10 10 2 2 2 2 10 2 10 10 8 2 10 10 10 2 2 2 10 8 2 8 2 2 2 8 10 10 left_child=-1 2 -2 -4 -5 -6 7 13 10 11 -9 -8 -10 21 16 -16 18 -18 19 -15 -20 -3 23 24 25 -23 -25 28 -13 -24 right_child=1 6 3 4 5 -7 9 8 12 -11 -12 27 -14 14 15 -17 17 -19 20 -21 -22 22 29 26 -26 -27 -28 -29 -30 -31 leaf_value=0.00096191357045509278 -0.086272289310791631 0.017279472620449401 0.027417421465973382 -0.105123291274206 0.15785988277121676 -0.028554728816860737 3.3695075982768622e-05 -0.071316018704579959 0.072817407521985095 6.1592216414231061e-05 0.070705198661200411 0.091698664320738643 -0.20529786648020926 0.017014035412176966 -0.022678242044658709 0.078037369990845318 0.098115393614909271 -0.11148485136807428 0.074659432885837609 -0.086538481651971727 -0.17571620330475818 -0.042786211837208508 -0.050037981132951354 -0.009982525698441479 -0.10405532779620319 0.080670793546018624 0.030378117658618795 0.057740178115224861 -0.095696199353464045 -0.01163907596916524 leaf_weight=5661.474390903315 26.323868002742529 243.19400052144192 68.564635129412636 27.526539923623204 6.0820553898811331 71.48739885725081 125.14148603111971 163.04800551578955 37.411448432132602 2184.2748659992558 9.675067160278557 6.2913655575830516 2.2426181273767716 92.153883503357065 189.95591588348907 28.521290578355547 70.192181562568294 8.0436421320337086 64.168189338000957 32.405354732414708 4.2851430820301166 31.086963249617838 201.37588522392616 222.31806265821797 46.445732117630541 26.34271813929081 179.34051566250855 170.38984271234949 12.765347708482293 163.01666229811963 leaf_count=43521 308 1625 497 231 27 572 1226 1558 353 21656 55 37 431 943 1390 622 580 75 514 276 28 310 2069 2070 938 141 1321 1473 81 1247 internal_value=0 -0.00123724 -0.0218318 -0.0120638 -0.0378213 -0.0139384 -0.000282552 -0.00581271 -0.040871 0.00373466 -0.0633607 0.0292378 0.0570887 -0.00116749 0.0137004 -0.00953024 0.0324115 0.0765658 0.014514 -0.00992621 0.058986 -0.00770873 -0.0146944 -0.00160068 -0.0388728 0.0138429 0.0080385 0.048529 -0.0338298 -0.0328596 internal_weight=0 4514.07 199.984 173.661 105.096 77.5695 4314.09 1815.22 212.377 2498.86 172.723 314.588 39.6541 1602.85 489.726 218.477 271.248 78.2358 193.013 124.559 68.4533 1113.12 869.927 505.534 103.875 57.4297 401.659 189.447 19.0567 364.393 internal_count=86175 42654 1635 1327 830 599 41019 16546 2397 24473 1613 2817 784 14149 4428 2012 2416 655 1761 1219 542 9721 8096 4780 1389 451 3391 1591 118 3316 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=31 num_cat=0 split_feature=9 7 1 2 8 3 8 1 4 3 0 2 1 2 9 2 1 7 6 9 0 8 0 8 5 3 9 8 4 1 split_gain=1.22136 3.07278 4.9608 4.668 3.76584 4.47639 3.39254 4.71917 4.34982 4.99031 3.73825 2.88916 3.8834 6.04941 5.93556 3.50827 3.56824 2.82571 3.04888 4.10403 3.19017 4.72353 4.55506 4.03969 6.35751 5.38981 5.06721 5.90398 8.18926 7.48508 threshold=1.0116130113601687 94.363582611083999 73.662002563476577 55.204999923706062 50.568756935000003 899.02999877929699 22.435539010000003 129.5018005371094 0.054864000529050834 597.36499023437511 0.057181606069207198 58.920650482177741 61.094999313354499 9.5950002670288104 1.0049744844436648 169.55500030517581 48.145000457763679 113.63326644897462 62.784885406494148 1.0066126585006716 0.51504999399185192 43.356953145000013 0.53004997968673717 40.878328720000006 2.5600099563598637 13.005650043487551 1.0066126585006716 44.077775450000011 0.065000999718904509 98.433982849121108 decision_type=2 8 8 10 10 8 10 10 10 10 10 10 10 8 2 8 10 10 10 2 10 10 10 8 8 8 2 10 8 10 left_child=1 3 4 -1 5 11 7 -5 10 -10 -8 12 13 -3 -15 -13 -17 18 20 -20 23 22 -22 24 -4 26 -25 29 -29 -28 right_child=-2 2 17 6 -6 -7 8 -9 9 -11 -12 15 -14 14 -16 16 -18 -19 19 -21 21 -23 -24 25 -26 -27 27 28 -30 -31 leaf_value=-0.1297018663839121 0.00014946856211659246 0.15155470252676378 0.065294713149786854 -0.13897305697288273 0.12276480645636663 -0.12701966292928796 0.040413608837183049 0.047011781209435416 0.086908857893724559 -0.013240247366967656 -0.11165648060185092 0.099394810135676803 0.039430005151566104 0.018675322422786571 -0.15354631210283121 0.10295657657508471 -0.059240326862695258 0.0653530851208491 0.031194655110694858 -0.12634062430349 0.14388389145861696 0.07806072565317318 -0.072595145478014197 -0.077963303031975642 -0.027874055857550092 -0.060482582105384687 0.094708640784334663 0.11524679715233171 -0.060853329086699916 -0.0519974677616876 leaf_weight=2.0167183575686058 9922.2735857192565 1.2773423680409912 11.446589301049245 2.7327047362923613 3.2329916991293421 2.2333618799166279 3.323362065479162 2.7245142944157124 17.608432767912749 6.9350403733551493 3.1474906429648399 7.6372350482270095 9.4860038619226525 3.4129387389984913 4.8378680869936943 2.0787570837710527 3.902873890241608 3.6979458701098329 2.294693135758278 5.9199809245765209 1.1712438017129878 7.7484718521882314 5.7135479770367965 9.0862496721092594 20.335223304882675 44.481431014370173 11.366525541990997 3.1605153977871003 16.057074233889576 5.0109383612871161 leaf_count=42 83795 143 93 26 33 171 24 19 102 49 22 70 120 61 27 118 30 37 56 34 8 76 120 147 208 307 84 16 107 30 internal_value=0 -0.00731626 -0.012649 0.0183983 0.0195188 0.00994529 0.0265876 -0.0461202 0.0393811 0.0586106 -0.0335549 0.019319 -0.00586293 -0.0509555 -0.082307 0.0544771 -0.0028731 -0.0209585 -0.0231782 -0.0823346 -0.019594 0.0245057 -0.0357676 -0.0249296 0.00568176 -0.035841 -0.0113096 0.00570486 -0.031892 0.0498216 internal_weight=0 224.078 185.59 38.4883 38.0994 34.8664 36.4715 5.45722 31.0143 24.5435 6.47085 32.633 19.0142 9.52815 8.25081 13.6189 5.98163 147.49 143.792 8.21467 135.578 14.6333 6.88479 120.945 31.7818 89.1627 44.6813 35.5951 19.2176 16.3775 internal_count=86175 2380 2096 284 773 740 242 45 197 151 46 569 351 231 88 218 148 1323 1286 90 1196 204 128 992 301 691 384 237 123 114 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=31 num_cat=0 split_feature=2 7 9 9 3 3 8 8 9 7 1 7 9 1 1 5 1 3 7 4 1 6 4 2 9 3 5 8 8 8 split_gain=1.24143 5.84287 5.38826 18.45 9.90734 9.90292 9.77728 12.7956 10.9853 10.0578 9.2296 10.0357 8.51962 8.1235 7.9866 13.3933 12.775 8.90629 8.32457 7.99494 7.94614 7.90061 12.0819 10.4785 7.80776 7.41298 6.94754 6.58997 6.57598 22.8314 threshold=828.84500122070324 87.25397109985353 1.2112911343574526 1.222699046134949 22.804999351501468 14.215449810028078 84.486923110000006 83.823592210000001 1.1777723431587221 104.69990539550783 155.65999603271487 88.773273468017592 1.203055262565613 109.43389892578126 89.641059875488295 2.6498100757598881 76.300849914550795 48.10499572753907 91.530918121337905 0.049823999404907234 76.300849914550795 56.050838470458991 0.075008500367403044 1797.0034790039065 1.2178118228912356 748.47998046875011 2.6451699733734135 86.805891860000017 75.194010195000018 76.303434405000004 decision_type=8 8 2 2 10 10 10 8 2 10 8 8 2 10 10 10 10 10 10 10 10 10 10 10 2 10 10 8 10 10 left_child=1 -1 6 4 5 13 7 9 -8 28 -5 -12 20 24 15 16 -6 -18 -19 -20 -9 22 26 -24 -4 -22 -13 -10 -2 -30 right_child=2 -3 3 10 14 -7 8 12 27 -11 11 21 -14 -15 -16 -17 17 18 19 -21 25 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.047616139206845799 0.00085946571737713611 0.00079137855420561675 0.11751602174106518 -0.0040515128159026598 -0.14848975371495171 0.076889677875268098 0.0061377415231696469 0.085587367236922673 0.10176345416298432 -0.058674681371254693 -0.058006478867441646 0.026298253845899108 0.087590389836644689 -0.16334198881003287 -0.076872710356168952 -0.11185798990467354 -0.091046827155395429 0.12002963967853714 0.1047472493876816 -0.11188542872633654 -0.022650867412023296 -0.052629674460705461 0.30069677709917464 0.057972975225217896 -0.13207626153638427 -0.096808408719969874 0.12931882519840598 -0.1011646814210001 0.068199657585121545 0.00064049792932415514 leaf_weight=26.78150324098533 2177.3171366034894 5371.5252565351147 3.3170360922813433 1928.5228614706793 3.9657397228293148 12.568032010924069 39.524116356507875 3.8137621720088637 25.268332105129961 27.016320790164173 11.586680340813471 55.289353456881145 4.5860465737932818 4.1521708369255066 64.125149125989992 11.191075807204468 3.9868335200008032 12.946616085246207 3.0580317280255249 3.8463715468533337 24.341249441014952 7.9618452093563965 3.4608637895435086 3.6589920148253441 2.0144936768338084 30.208978418944753 7.4252368138404554 1.7084918784676109 66.628074299893342 200.70790054733516 leaf_count=314 14322 44233 39 20379 96 107 590 34 198 219 118 1118 51 26 751 123 26 81 19 24 761 70 25 31 24 322 170 204 527 1173 internal_value=0 0.00102368 -0.00119361 -0.00490644 -0.0421608 0.0186773 0.0018654 0.000872316 0.0397159 0.00200622 -0.00259553 0.0288187 -0.0436494 -0.0584672 -0.0551708 -0.0194828 0.0176986 0.0453462 0.0727391 -0.0159366 -0.0539618 0.0417501 0.0525103 0.175958 0.0232087 -0.063718 0.0384956 0.0889116 0.00267682 0.0174782 internal_weight=0 5398.31 4744.2 2143.08 125.172 22.0517 2601.12 2534.62 66.5009 2471.67 2017.91 89.383 62.95 9.4837 103.12 38.9947 27.8036 23.8379 19.851 6.9044 58.364 77.7963 69.8344 7.11986 5.33153 54.5502 62.7146 26.9768 2444.65 267.336 internal_count=86175 44547 41628 23227 1316 196 18401 17409 992 16241 21911 1532 1168 89 1120 369 246 150 124 43 1117 1414 1344 56 63 1083 1288 402 16022 1700 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=31 num_cat=0 split_feature=9 9 8 0 8 3 2 2 8 8 8 9 1 8 8 7 1 1 3 8 9 9 9 7 4 6 6 8 8 2 split_gain=1.15748 6.88549 30.8317 10.0073 9.60276 9.54041 7.46588 6.99926 6.05917 6.40016 10.4839 9.93583 19.4541 21.7347 39.1675 16.8555 14.1592 10.0428 12.3982 11.065 9.55016 12.4047 14.1868 10.6277 9.31975 11.8593 10.9754 8.72077 17.8391 8.47761 threshold=1.3758142590522768 1.3875452280044558 73.498535265000015 0.23959012329578402 81.947250455000017 81.177448272705092 5296.0021972656259 700.32751464843761 71.513231495000014 73.869909720000024 73.93013833000002 1.4366575479507449 102.23339843750001 74.797592850000015 83.074457065000004 101.85602951049806 85.366905212402358 78.060043334960952 37.920721054077156 74.402906950000002 1.4649919867515566 1.5024287104606631 1.4775379896163943 92.214447021484389 0.10998599976301195 55.52289009094239 53.96045112609864 75.139998530000014 75.01961497500001 814.69497680664074 decision_type=2 2 10 10 10 10 8 8 10 10 10 2 8 10 10 8 10 10 10 10 2 2 2 8 10 10 8 10 10 8 left_child=-1 2 3 -2 -4 7 -7 -6 -3 -10 -11 12 13 15 27 -12 -16 18 -17 -20 23 22 -22 -13 26 -26 -25 28 -15 -14 right_child=1 8 4 -5 5 6 -8 -9 9 10 11 20 29 14 16 17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00043463205600938751 -0.079459934398663223 -0.10033881398500565 0.11903952590047447 0.10484996035017068 0.13097025235865664 0.045434818866653903 0.19598452825535995 -0.10588551369810498 0.019615261560154012 -0.098606942032683609 -0.11308717701172272 -0.1320624078172391 0.0016307150960052389 -0.11968150162049281 -0.039158798415663637 0.095379559718725776 0.05702690453890618 0.18361312954905445 -0.08513710502522448 0.077421012345089357 0.0029693554054604533 0.0035635937762859464 -0.086333628004506793 0.21928845264464802 -0.12497876145350997 0.014175340432232401 0.040186602208169789 -0.12144605938629023 0.20743199222984995 -0.097064295049740221 leaf_weight=8769.2637247519688 25.504888199211567 5.903517084021586 22.299181018024683 3.3305935678072265 1.546176833799106 33.802808296401054 3.6496250911732195 6.4613704440416777 164.25778810877819 11.017925688996909 5.7561813332140437 4.1465470566181457 11.250361201673512 4.6041252613067618 24.704076132969931 24.621087126433849 40.222900560911512 6.4966874793171874 9.7699642926454562 7.3279819488525382 36.593204744276591 637.29898598778527 34.61764355681953 3.5333136348053804 7.232547976076602 39.975268814712763 108.15730258697295 36.821394870057702 2.6135019958019257 38.442053348291665 leaf_count=68890 425 3693 145 20 52 252 42 81 1243 140 66 472 476 38 128 133 317 36 44 35 470 5578 932 92 35 199 738 559 19 825 internal_value=0 0.00269882 0.0284334 -0.0581715 0.0652888 0.0389229 0.0601054 -0.060151 0.000734315 0.00120808 -0.00155262 -0.000566313 -0.0199477 -0.00324347 -0.0289477 0.0486518 0.0204292 0.0679608 0.0499509 -0.0154666 0.0041621 -0.000859457 -0.0404434 0.0259832 0.0301075 -0.00714398 0.0458525 -0.101744 -0.00123374 -0.0747197 internal_weight=0 1361.96 96.5946 28.8355 67.7592 45.46 37.4524 8.00755 1265.36 1259.46 1095.2 1084.19 212.63 162.938 108.966 53.9719 64.927 48.2157 41.719 17.0979 871.555 708.51 71.2108 163.045 158.898 47.2078 111.691 44.039 7.21763 49.6924 internal_count=86175 17285 1017 445 572 427 294 133 16268 12575 11332 11192 2676 1375 1061 314 445 248 212 79 8516 6980 1402 1536 1064 234 830 616 57 1301 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=31 num_cat=0 split_feature=9 1 0 9 8 3 6 2 6 5 7 1 7 5 3 8 8 7 9 5 7 4 7 5 8 8 9 6 0 5 split_gain=1.22709 9.24017 8.37356 7.78446 13.0301 10.7872 9.96152 6.30036 4.5618 7.81749 4.54601 5.25534 4.48112 8.29552 6.69813 6.49088 12.3169 8.56421 9.37681 6.39885 5.55301 5.54104 7.76783 6.12189 5.85424 10.0903 5.00655 4.58781 5.09686 10.5189 threshold=1.5525022745132449 70.174999237060561 0.089829999953508391 1.546302378177643 88.353219990000014 134.34804534912112 57.590518951416023 91.058799743652358 48.898498535156257 2.5500099658966069 89.156623840332045 114.81845092773439 103.21296691894533 2.4801000356674199 23.585000038146976 74.879702425000019 74.980382370000015 99.014732360839858 1.5838068723678591 2.5900232791900639 102.59058761596681 0.10998599976301195 94.652008056640639 2.5799700021743779 73.722831840000012 73.430923220000025 1.558970093727112 58.295309066772468 0.46677000820636755 2.5099099874496464 decision_type=2 10 10 2 10 10 10 8 10 8 10 10 8 10 8 10 10 10 2 8 8 10 10 10 10 10 2 10 10 10 left_child=3 -2 7 -1 5 -5 10 -3 9 -4 11 -7 15 14 -14 17 -17 18 -10 -19 26 23 -23 -20 25 -25 -18 28 -28 -30 right_child=1 2 8 4 -6 6 -8 -9 12 -11 -12 -13 13 -15 -16 16 20 19 21 -21 -22 22 -24 24 -26 -27 27 -29 29 -31 leaf_value=5.9704331919083415e-05 0.10568910290550744 0.10774171154262896 0.16152988797148138 0.13091493135894536 -0.11310821870671184 -0.18973983507777972 -0.081786835398105884 -0.060645132912000181 -0.13078677314441919 -0.10024357724582159 0.13862680567649877 0.13023894111481657 -0.0081531254541725301 -0.068608327274288727 0.14523344952256434 0.17342608178164345 -0.09204238822600995 0.077396664219372135 -0.092768192900265486 -0.087655602204136998 0.10127333275315126 -0.027936046622124705 0.13931018215864296 -0.016944014925193096 -0.11092624096189568 0.25572706781206456 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39.379337840000005 48.197255490000011 1.0198619961738589 58.876743316650398 6449.7519531250009 49.976338770000005 102.23339843750001 0.26271004974842077 52.66233285500001 52.516048431396491 1047.414978027344 0.084713350981473937 0.029636000283062462 81.06995010375978 50.885869979858406 100.33264923095705 1.0000000180025095e-35 49.091092425000006 0.048435999080538757 80.871604945000016 88.122100830078139 0.15990499407052997 25415.219726562504 0.068003501743078246 88.639492034912124 66.212967135000014 89.323200225830092 decision_type=10 8 10 10 10 2 10 10 10 10 10 10 8 10 8 8 10 10 10 10 10 10 10 8 8 10 8 8 10 10 left_child=-1 2 3 26 5 6 12 8 9 -6 15 -12 -5 -8 -4 -10 28 20 21 -20 -18 22 -19 24 -22 -23 -2 -25 -9 -17 right_child=1 -3 14 4 7 -7 13 16 10 -11 11 -13 -14 -15 -16 29 17 18 19 -21 23 25 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.00055923528666321849 0.037185248179272878 -0.0059677553473874564 -0.021185675098777428 -0.097751833214089187 -0.11294246639784543 0.072170360877307188 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4.1022429621225447 3.2905124896205953 13.555061513601688 60.668016354364227 48.428963823767845 491.45347512666194 leaf_count=67626 31 6435 97 23 90 379 35 77 748 45 16 382 250 67 273 3629 25 107 61 632 127 121 420 27 55 42 220 460 404 3271 internal_value=0 0.00209107 0.00548967 0.00441862 0.00523279 0.0347172 -0.0047008 0.00269409 -0.00109902 -0.0601217 0.000370105 -0.0629692 0.0230146 -0.0649097 0.0538284 0.00171856 0.0170125 0.0246015 0.00899242 -0.0238027 0.0488579 0.030112 0.0118927 0.0570088 -0.00530283 0.0817714 -0.0585384 0.0710537 -0.0133269 0.00293478 internal_weight=0 2060.84 1449.54 1418.12 1400.01 110.989 54.0762 1289.02 1019.06 24.7493 994.312 20.7269 37.0304 17.0458 31.4212 973.585 269.961 215.945 131.393 51.4696 84.5522 79.9235 59.0853 78.9417 14.5204 20.8382 18.1051 64.4214 54.0162 951.771 internal_count=86175 18549 12114 11744 11493 754 375 10739 8181 135 8046 398 273 102 370 7648 2558 2077 1383 693 694 690 527 669 182 163 251 487 481 6900 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=31 num_cat=0 split_feature=2 7 9 8 5 1 8 4 9 8 8 0 9 5 8 7 9 9 8 1 4 6 8 7 8 9 2 4 4 7 split_gain=1.15926 7.33257 6.90448 15.926 12.6553 9.08594 9.61472 8.30225 18.4645 13.4976 9.1658 8.17524 9.98432 9.04293 7.70834 7.39608 7.11099 16.2227 8.16803 8.37041 6.93025 6.86592 6.82721 11.5236 9.17913 6.66155 10.79 8.78054 8.48871 9.42971 threshold=2742.005004882813 94.479389190673842 1.204683840274811 75.253016200000005 2.6694049835205083 98.433982849121108 84.486923110000006 0.045500500127673156 1.1392991542816164 73.430923220000025 75.01961497500001 0.11237344890832902 1.0349020361900332 2.6353199481964116 74.941262460000019 87.72849273681642 1.0711222887039187 1.063004791736603 46.426018395000007 155.65999603271487 0.13791333138942721 51.853130340576179 81.947250455000017 100.7435646057129 82.483280285000021 1.0596722364425661 19089.429687500004 0.049823999404907234 0.082002002745866789 94.479389190673842 decision_type=8 8 2 10 10 8 10 8 2 10 10 10 2 10 8 8 2 2 10 10 10 8 10 10 10 2 10 10 10 8 left_child=1 -1 3 7 15 6 -6 8 14 -10 11 12 -9 25 16 -5 17 18 -2 -20 -4 -11 23 -17 -24 26 -13 -27 -29 -30 right_child=2 -3 20 4 5 -7 -8 10 9 21 -12 13 -14 -15 -16 22 -18 -19 19 -21 -22 -23 24 -25 -26 27 -28 28 29 -31 leaf_value=0.0063870960180993494 -0.1175927110367147 -0.001043937859794501 -0.0085965935856599333 -0.070174908862462401 -0.047035563562941307 0.11010642546649721 0.053922614252567114 -0.031244356976610724 -0.083065835196173235 0.15735124341946441 -0.094716121111443355 -0.023728976274399835 0.019290976748877947 0.0054953914573482041 -0.10358920184036396 0.10209192105238901 0.010582975734514177 -0.1179412839787941 0.082825032988723443 -0.093271307279784582 0.075896755253753362 -0.013530482892066887 -0.11124567253141456 -0.065890257629337243 0.046902615889088208 0.12203979084440086 0.13751789775875675 -0.082596019972612386 -0.10530250253507943 0.012964528927194706 leaf_weight=1691.2184306537092 3.6153935864567783 6180.7763185283147 1061.1789812665884 4.512467671185731 35.13199294230435 6.0503950975835314 12.895604302291757 43.426804392809572 54.249342339579016 3.3458984922617647 9.2299609053879959 16.157194704937869 391.99433291598689 190.50890774308937 7.1591290077194563 44.490496978163719 168.00426106248051 14.950762378051875 13.624174110940659 3.3661907128989688 9.7970472089946252 7.9098904095590123 4.0350136682391158 4.4964981228113166 40.576518434332684 3.037748997565358 5.5841555716469875 40.800426612142473 8.9422535151243192 27.396248578443192 leaf_count=14817 24 50448 12718 25 270 38 204 349 576 31 88 294 2200 1261 130 285 1021 153 88 28 52 58 21 24 271 19 40 413 46 183 internal_value=0 0.000552545 -0.00202739 0.00329883 0.033462 -0.00537929 -0.0199279 -0.00123141 -0.0160175 -0.0623892 0.00430978 0.00556554 0.0142508 -0.00736676 -0.00160225 0.054871 0.00198458 -0.0386428 0.0188932 0.0479362 -0.00782367 0.0372659 0.0608996 0.0866729 0.0325985 -0.0314092 0.0176865 -0.0447223 -0.0512895 -0.0161389 internal_weight=0 7871.99 2236.47 1165.49 152.189 54.078 48.0276 1013.3 276.225 65.5051 737.078 727.848 435.421 292.427 210.72 98.111 203.561 35.5565 20.6058 16.9904 1070.98 11.2558 93.5985 48.987 44.6115 101.918 21.7414 80.1767 77.1389 36.3385 internal_count=86175 65265 20910 8140 1138 512 474 7002 2109 665 4893 4805 2549 2256 1444 626 1314 293 140 116 12770 89 601 309 292 995 334 661 642 229 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=31 num_cat=0 split_feature=6 0 5 2 2 3 3 2 1 7 4 9 8 9 3 4 4 1 0 8 8 3 8 2 0 2 0 7 9 6 split_gain=1.13361 4.84827 6.77473 5.08383 6.78461 7.21844 4.7044 4.69548 5.79537 6.61892 5.84421 10.5458 9.67453 12.6093 10.9739 12.2439 8.61841 8.01764 7.77721 7.51294 26.9523 8.81025 8.51803 7.47089 7.46453 7.8299 7.39982 7.65268 7.91751 9.13793 threshold=55.052148818969734 0.0099899997003376501 2.6068799495697026 474.27500915527349 242.98909759521487 129.12750244140628 51.65050125122071 328.73005676269537 81.391963958740249 89.647022247314467 0.070594999939203276 1.0580517053604128 64.993942295000011 1.2610664963722231 131.70989990234378 0.056115500628948219 0.029636000283062462 184.69504547119143 0.86050000786781322 82.251262175000008 81.360097850000017 2305.724975585938 75.253016200000005 700.32751464843761 0.20998344570398333 1057.6399536132815 0.11982686817646028 102.27501678466798 1.3529604673385622 56.262248992919929 decision_type=10 8 10 10 10 10 10 10 10 8 10 2 10 2 10 8 8 10 10 10 10 10 10 10 10 10 10 8 2 10 left_child=-1 2 3 4 6 -6 -2 -3 9 -9 11 24 14 19 15 17 -16 -13 -12 20 22 -21 -14 -15 25 -10 27 28 29 -25 right_child=1 7 -4 -5 5 -7 -8 8 10 -11 18 12 13 23 16 -17 -18 -19 -20 21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.00068303213304946693 0.021914299983682502 -0.0018455733144962299 -0.075818488661906366 -0.038130266047499493 0.10771405403147416 -0.0323213261884071 -0.072951714116228736 -0.13848398977273674 -0.034085351363809094 -0.0067906721740095821 0.015525060823077858 -0.13229921593444599 0.013825345285324831 0.024952344956206681 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666 442 29 115 469 18 81 298 49 27 117 109 156 73 607 113 400 129 internal_value=0 0.00167232 -0.0216783 -0.00716565 0.0169799 0.063796 -0.0209522 0.00240211 0.00640891 -0.00934736 0.00899972 0.000614268 -0.00491284 0.00219423 -0.0363994 0.0104608 -0.0658143 -0.0787641 0.0147161 0.0218632 0.0100867 0.0595239 0.024058 -0.0159812 0.0392207 0.00696435 -0.0259373 -0.0109087 -6.27976e-05 -0.0374964 internal_weight=0 2845.09 86.2237 67.9968 38.2052 17.1001 21.1051 2758.86 1419.69 200.475 1219.21 494.224 432.329 352.715 79.614 30.7025 48.9115 10.2468 724.987 169.397 129.045 40.3524 118.015 183.318 61.8946 33.2277 147.454 101.688 87.9418 34.4002 internal_count=86175 21139 546 401 183 78 105 20593 10011 1443 8568 3995 3652 2957 695 197 498 82 4573 1157 832 325 783 1800 343 187 1358 751 638 238 is_linear=0 shrinkage=0.1 Tree=282 num_leaves=31 num_cat=0 split_feature=5 6 4 0 7 8 9 8 5 8 7 6 7 9 3 2 6 9 4 4 4 3 4 6 9 1 5 8 6 4 split_gain=1.18436 6.57065 7.1671 5.02429 8.19659 14.1365 13.0281 13.0905 10.092 8.23475 13.8258 9.43571 9.07266 10.0385 7.7064 7.38314 7.37805 10.6375 13.2633 8.98616 8.54044 10.0092 7.07892 6.89577 12.7975 8.81027 8.4882 10.3019 6.94587 6.89212 threshold=2.6485567092895512 47.178262710571296 0.1071133352816105 0.31935000419616705 86.067459106445327 60.522278915000008 1.0777724981307986 59.071444280000001 2.7552750110626225 68.343569515000027 86.868511199951186 50.927904129028327 88.037700653076186 1.2779839038848879 10.810550212860109 5687.0505371093759 56.720886230468757 1.1010892987251284 0.11800333112478258 0.064022999256849303 0.059196500107645995 170.41699981689456 0.030000999569892887 53.001518249511726 1.1543519496917727 100.33264923095705 2.6755199432373051 59.86349009500001 52.311855316162116 0.033004999160766609 decision_type=8 10 10 10 10 8 2 10 10 10 10 10 10 2 10 10 8 2 10 10 10 8 10 10 2 10 10 8 10 10 left_child=1 2 -1 -2 5 -5 -6 8 -8 10 11 -9 13 -11 -7 -10 17 -12 19 29 -18 -22 -14 25 -25 -21 -26 -28 -27 -19 right_child=3 -3 -4 4 6 14 7 9 15 12 16 -13 22 -15 -16 -17 20 18 -20 23 21 -23 -24 24 26 28 27 -29 -30 -31 leaf_value=-0.092406577995488293 -7.1743942668441306e-05 -0.0010149111105213968 0.015075068616551293 0.0076589782397379477 -0.014731997101729713 0.096410429853668975 0.080034254708702818 0.0013328402185881459 0.074379873034038368 -0.11290371026267479 0.11384897716060088 0.2420237058531606 -0.042372246514635975 0.026002433135397518 -0.10169168111451519 -0.089814105627376711 0.090758671963892049 0.080892414144126262 -0.11503681696442365 0.16241298579363961 0.019512057390565021 -0.14286622365503285 0.049302243505641219 -0.17942199031461256 -0.082649786728654404 -0.023684873460547783 -0.15634733446442153 0.099416053828719264 0.12736564484123716 -0.054069810680705557 leaf_weight=16.187044423131741 5454.0899853276569 4029.1019003270412 10.059618836445223 55.644274832171504 117.21198421085137 2.1564067680737962 57.237443355843425 2.8131538672896559 4.6098396703600866 8.4134725994663331 5.6252652257680884 3.8685669264814351 9.0874750252696668 13.632912493543698 21.973097829293692 6.746532216668129 14.46329267110559 4.1340197926911051 14.823975376813904 6.0946747262496528 30.650815087632509 4.3327681553782886 115.20681746333139 4.0537553355097797 5.8907710795756456 10.608047500863902 1.8405651301145525 10.909320141712669 4.2695105974562457 44.664313932385994 leaf_count=171 48706 30632 470 631 1097 47 443 25 27 58 31 26 288 96 432 29 115 201 120 42 333 31 1169 25 52 93 9 128 38 610 internal_value=0 -0.00133979 -0.0512118 0.000869951 0.00971059 -0.0200618 0.0144494 0.0233573 0.0629488 0.0147464 -0.000288159 0.140687 0.0321132 -0.0270078 -0.0839877 -0.0231636 -0.00608979 -0.0201965 -0.0272246 -0.0131466 0.0261235 -0.000598731 0.0425997 0.0198088 -0.0183926 0.0611472 0.0166262 0.0624942 0.0196631 -0.0426363 internal_weight=0 4055.35 26.2467 6035.05 580.963 79.7738 501.189 383.977 68.5938 315.383 169.043 6.68172 146.341 22.0464 24.1295 11.3564 162.361 112.914 107.289 92.465 49.4469 34.9836 124.294 43.6666 22.6944 20.9722 18.6407 12.7499 14.8776 48.7983 internal_count=86175 31273 641 54902 6196 1110 5086 3989 499 3490 1879 51 1611 154 479 56 1828 1349 1318 1198 479 364 1457 387 214 173 189 137 131 811 is_linear=0 shrinkage=0.1 Tree=283 num_leaves=31 num_cat=0 split_feature=2 1 6 6 0 6 8 2 1 9 6 6 5 7 9 9 9 9 9 8 3 8 9 4 8 9 8 9 9 9 split_gain=1.20385 4.54789 4.55779 6.01032 5.37127 9.89732 4.47976 6.035 4.09216 5.26513 5.97281 4.34584 5.90252 13.2898 12.431 16.5225 9.71754 17.1554 10.7725 14.2024 12.1987 13.511 10.7923 15.3605 8.04412 7.81005 26.3762 18.2816 14.4305 14.0641 threshold=282.41656494140631 40.679105758666999 50.523035049438484 58.123060226440437 0.23959012329578402 51.039192199707038 88.484342550000022 566.54000854492199 64.061302185058608 1.5715809464454653 54.867120742797859 54.970867156982429 2.6485567092895512 92.214447021484389 1.3491482734680178 1.3566636443138125 1.521198630332947 1.5085163712501528 1.391429126262665 73.869909720000024 899.02999877929699 73.498535265000015 1.4366575479507449 0.10998599976301195 87.182795360000014 1.1761901974678042 72.121931125000017 1.2128868699073794 1.2096731066703799 1.2459819912910464 decision_type=8 8 8 10 10 8 10 10 10 2 10 10 8 10 2 2 2 2 2 10 10 10 2 10 10 2 10 2 2 2 left_child=-1 2 6 4 -4 -6 7 -2 9 -3 -11 12 13 -10 -15 -16 17 18 -17 20 -20 -22 -21 -24 -18 26 -14 28 -27 -29 right_child=1 8 3 -5 5 -7 -8 -9 11 10 -12 -13 25 14 15 16 24 -19 19 22 21 -23 23 -25 -26 27 -28 29 -30 -31 leaf_value=0.0018094408520363419 0.013788360141966566 -0.016949080903336768 0.082929496869951089 -0.08018836410813561 0.15324863677450082 -0.10953734819881129 0.10685923203064694 -0.14872212096275772 0.0033071273084213726 -0.11162531445125944 0.21994943247787152 0.0041829805350401626 0.0013183354324924276 -0.020696788707412199 0.16666807919158655 -0.083649647027516524 -0.055311770919191552 0.25882506127483057 0.22138588029337136 -0.096188742453359122 -0.025651933419090542 0.21946192589286553 0.071634216860838651 -0.14633288683573348 0.018543585204284879 0.018170425560419243 -0.027899628589602456 -0.020815026924332427 0.089218403329775736 0.0039062445084752889 leaf_weight=2661.5383976103512 5.5203234804794175 195.33874361815469 25.085483746166577 3.2780080977827302 2.1756709748879066 4.1999005703382863 2.1379151344299308 3.8992478873406071 677.11834585841279 0.76185342305689063 1.8935216674581168 1566.2222314253013 1609.5729924556363 709.76517127803527 6.6517236419022074 8.4604060940910113 34.408917878565262 3.1892030714661805 6.3829006830928874 8.6733234321582149 7.5903410315513593 3.195549800992012 19.093078910140324 3.8922109007835379 25.808776248246431 369.77541770949028 382.36468148032145 274.30671294097556 30.982864442310529 1428.8620491264155 leaf_count=22955 78 2938 226 38 18 257 42 179 5891 46 30 10944 11201 4983 40 103 421 43 84 211 51 23 162 22 189 2850 2718 2470 223 16739 internal_value=0 -0.000669556 0.0305748 0.0486726 0.062099 -0.0198613 -0.0238228 -0.0534831 -0.000865711 -0.0150478 0.124817 -0.000474428 -0.00177468 -0.00710939 -0.015535 0.013234 0.0047779 0.0330919 0.0205253 0.0385759 0.111812 0.0469683 -0.00114082 0.0347248 -0.023658 0.000197547 -0.00429023 0.00444645 0.0236632 -7.52815e-05 internal_weight=0 7420.61 46.2965 34.7391 31.4611 6.37557 11.5575 9.41957 7374.31 197.994 2.65538 7176.32 5610.09 1514.23 837.112 127.346 120.695 60.477 57.2878 48.8274 17.1688 10.7859 31.6586 22.9853 60.2177 4095.86 1991.94 2103.93 400.758 1703.17 internal_count=86175 63220 838 539 501 275 299 257 62382 3014 76 59368 48424 12223 6332 1349 1309 699 656 553 158 74 395 184 610 36201 13919 22282 3073 19209 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=31 num_cat=0 split_feature=6 1 9 3 7 0 9 6 7 3 9 7 1 6 7 1 4 0 1 9 1 1 9 8 2 0 5 8 8 3 split_gain=1.13173 4.68933 4.7065 4.71806 7.0372 3.88133 3.61329 4.6948 3.91379 3.60462 4.90819 4.58424 4.09142 4.14458 4.38408 6.01077 5.31447 5.29703 4.08742 5.54568 4.70343 4.04987 4.06568 8.42206 3.90821 3.70358 3.68776 5.11029 4.99778 3.97913 threshold=49.680486679077156 159.09695434570315 1.6808274388313296 4952.9711914062509 95.363800048828139 0.11982686817646028 1.0895128250122073 48.196331024169929 102.1468963623047 10.810550212860109 1.1092507839202883 85.059902191162124 44.649999618530281 48.495475769042976 95.422435760498061 127.39005661010744 0.019995000213384632 0.30001319944858557 118.79549789428712 1.1526684761047366 101.59129714965822 38.299499511718757 1.1243017911911013 88.484342550000022 328.73005676269537 0.35390499234199529 2.7300167083740239 63.990744600000006 59.604882060000008 131.70989990234378 decision_type=8 8 2 10 10 10 2 8 10 10 2 8 10 10 8 8 10 10 8 2 10 10 2 10 10 10 10 10 10 8 left_child=1 2 3 6 -5 -3 7 -1 9 10 -8 -12 21 14 15 18 -17 -16 20 -20 -14 22 -11 -24 -23 -22 27 28 -15 -28 right_child=-2 5 -4 4 -6 -7 8 -9 -10 12 11 -13 13 26 17 16 -18 -19 19 -21 25 24 23 -25 -26 -27 29 -29 -30 -31 leaf_value=0.058202876616689207 -0.00017200955780841869 -0.1446592074310746 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10.556037827569524 4.4813925512135029 1.0862801197799856 1.1627071909606455 2.3818628790322691 1.4751032562053286 3.7687512940319694 66.459732303919736 6.5616627366107423 8.8519103759463178 leaf_count=83 83415 32 52 269 9 23 6 282 15 31 17 163 101 37 66 26 42 22 13 94 171 27 77 24 31 15 61 576 109 286 internal_value=0 0.00724796 0.00994185 0.0128933 0.0650516 -0.0756697 0.00827712 -0.0304905 0.0134545 0.0114395 -0.048761 -0.0741854 0.0152719 0.020369 -0.00451924 0.00968779 -0.0683376 -0.0736062 0.0304815 0.0959782 0.00914744 -0.0393755 0.0231784 -0.0812496 -0.0910387 -0.0330159 0.0327635 0.0245579 -0.0398916 0.0828717 internal_weight=0 209.935 203.329 195.954 15.9326 6.60589 180.022 21.2092 158.812 156.238 9.35096 8.32566 146.887 134.356 44.6662 37.0477 7.79566 7.61849 29.2521 7.18715 22.0649 12.5316 5.66834 2.24899 6.86326 12.0311 89.6896 77.069 10.6093 12.6207 internal_count=86175 2760 2705 2653 278 55 2375 365 2010 1995 186 180 1809 1619 550 462 68 88 394 107 287 190 132 101 58 186 1069 722 146 347 is_linear=0 shrinkage=0.1 Tree=285 num_leaves=31 num_cat=0 split_feature=1 6 7 5 0 4 6 9 2 8 7 3 3 5 8 8 9 2 1 7 7 1 9 8 8 8 8 2 9 2 split_gain=1.08583 8.3282 7.08044 6.98601 6.64924 6.18855 6.67562 5.74365 5.68424 5.50158 4.90081 4.58617 7.44971 9.59225 4.78948 5.03191 6.06777 7.71177 8.18639 4.51891 4.51339 6.09553 4.29097 4.19513 4.17872 4.12178 4.01594 4.00722 3.90675 5.75324 threshold=211.64724731445315 53.154035568237312 88.833370208740249 2.5001499652862553 -0.019999990239739415 -1.0000000180025095e-35 54.664556503295906 1.1276808977127077 11506.671875000002 47.827284630000008 90.432712554931655 137.19499969482425 102.1347999572754 2.559956550598145 55.038618855000003 60.522278915000008 1.0861997008323672 930.83856201171886 224.385368347168 93.496208190917983 89.276966094970717 241.24684906005862 1.1209892034530642 52.371645130000012 52.371645130000012 68.659882405000019 62.880859350000001 197.68679809570315 1.0977049469947817 1839.8850097656252 decision_type=8 8 8 8 8 8 8 2 10 8 8 8 8 10 8 10 2 10 8 8 10 10 2 10 10 10 10 10 2 8 left_child=-1 2 9 -3 -5 -6 7 20 11 -2 -9 12 13 27 24 22 -17 18 -18 -15 21 -7 -16 -11 -13 -12 -20 -8 29 -22 right_child=1 3 -4 4 5 6 8 10 -10 23 25 14 -14 19 15 16 17 -19 26 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00012098288975356999 -0.13996548696821465 0.10349893868950584 0.059900214954530219 0.073884479609664641 0.1090260195486496 -0.011808387669042596 0.038304180003399087 -0.2678184259296354 0.13365768393180008 0.069868492048394223 -0.14992091462978682 -0.058121267899447653 0.094655877898751434 -0.056555796374989954 0.050306112147284393 -0.11133781998142443 -0.30109903506140112 0.054242819489714683 -0.1738135433655604 0.095828621458537516 -0.15680071814584337 -0.16226430599818897 -0.088678281813752313 -0.05428368373615429 -0.20245073472940295 0.018507203305492641 0.011853126222501486 -0.10783740144376402 0.040843729292906972 0.012795127580177293 leaf_weight=9899.3701948016787 3.2984995767474148 4.3961746655404559 27.986199464648962 6.4823367185890675 3.1131004574272083 4.8189727850258368 2.3179812818853014 2.2281049191951725 2.3993976078927508 5.4138064347207546 4.5968647077679643 5.8345980753874738 7.4978711288131299 2.6971953697502586 11.014384364709256 10.467923089861872 1.432570950128137 8.1735268444754166 1.5645695060666183 6.987722186371685 3.4890975728630993 6.1028746664524078 2.7825703374819559 5.4732295572757721 3.0570672824978828 2.1244651484303176 4.5614604151342064 9.8461335595347901 7.3631249889731398 4.687500163912774 leaf_count=84335 19 39 195 56 60 26 67 23 16 34 48 105 104 24 99 50 14 82 30 68 20 28 219 51 16 38 131 112 37 29 internal_value=0 -0.00788839 0.0307279 -0.0204118 -0.0247474 -0.0301131 -0.0338457 -0.0700386 -0.0179515 -0.0268251 -0.139291 -0.0226012 0.00864848 -0.0208664 -0.0413598 -0.0266021 -0.0523412 -0.0130857 -0.0858918 0.0533904 -0.0466171 -0.0958797 0.0222757 0.00745358 -0.107744 -0.0966845 -0.0355656 -0.0799888 -0.0119937 -0.0595744 internal_weight=0 172.209 42.1717 130.038 125.641 119.159 116.046 35.411 80.635 14.1855 8.94943 78.2356 29.3469 21.849 48.8887 39.997 26.2001 15.7321 7.5586 9.68492 26.4616 10.9218 13.797 10.887 8.89167 6.72133 6.12603 12.1641 15.5397 8.1766 internal_count=86175 1840 299 1541 1502 1446 1386 249 1137 104 109 1121 375 271 746 625 307 257 175 92 140 54 318 85 121 86 161 179 86 49 is_linear=0 shrinkage=0.1 Tree=286 num_leaves=31 num_cat=0 split_feature=9 3 3 2 7 9 3 5 6 9 9 8 9 8 8 9 7 8 9 3 0 4 9 7 5 9 9 7 8 0 split_gain=1.06858 1.66174 2.37416 1.07996 4.68112 4.26438 12.13 17.8354 16.8419 28.529 22.5684 20.841 15.551 15.0528 12.9047 11.8897 19.804 21.5992 11.062 10.3044 10.0685 9.74877 13.1676 9.57141 9.3901 9.30559 12.9775 10.8558 9.06013 9.03863 threshold=1.0016464591026308 4.6003799438476571 6.3065781593322763 828.84500122070324 87.25397109985353 1.2476399540901186 71.927349090576186 2.6928167343139653 52.69920730590821 1.2728846073150637 1.2779839038848879 78.137514370000019 1.2905700802803042 72.792983550000017 77.859354915000011 1.3720922470092776 94.423061370849624 82.704916510000018 1.2924330830574038 6.710400104522706 0.080014999955892577 0.051726499572396285 1.1844688057899477 101.68435668945314 2.6036032438278203 1.2560290694236758 1.2593680024147036 94.087879180908217 69.961542290000025 0.39004999399185186 decision_type=2 10 10 8 8 2 8 10 10 2 2 10 2 8 8 2 8 10 2 10 10 8 2 8 10 2 2 10 10 8 left_child=1 -1 -3 4 -2 21 8 -8 9 14 11 -11 13 -12 23 16 -14 18 -18 -17 -9 22 -6 -7 28 27 -27 29 -24 -10 right_child=3 2 -4 -5 5 6 7 20 25 10 12 -13 15 -15 -16 19 17 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.10857510097285734 0.04319002513530612 0.15056360105042138 -0.080952093380083398 -0.0011014159302841567 0.006340120444855735 -0.043202808605098265 0.00012638372596922913 0.12213323235649615 0.091087677900890868 -0.14367535253451189 0.10226399947097603 0.18879484485061959 0.14148242525159704 -0.060976418431112567 -0.015443844136957022 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681 1874 25309 48 309 453 24 3959 109 357 36 internal_value=0 -0.0513476 0.0202893 7.14552e-06 0.000974949 0.000768618 0.00537296 -0.00289558 0.0154091 0.0336852 0.0166069 -0.0980619 0.025503 0.0778671 0.0921139 0.0110379 -0.00952354 -0.0223393 -0.0759066 0.0469835 -0.0765371 -0.000963148 0.016444 0.110668 0.0603039 0.00145261 0.00621841 -0.0507013 -0.0116021 0.0292379 internal_weight=0 4.05341 1.80008 10066.1 5374.24 5348.1 1461.73 801.439 660.287 285.9 221.235 15.928 205.307 44.4383 64.6653 160.868 102.332 94.3269 41.8647 58.5358 31.5915 3886.37 297.133 55.1516 55.6338 374.387 343.04 31.3469 13.6916 11.0173 internal_count=86175 340 43 85835 44306 43992 15747 8536 7211 3047 2590 150 2440 258 457 2182 1356 1275 1015 826 2121 28245 2936 343 858 4164 3983 181 405 72 is_linear=0 shrinkage=0.1 Tree=287 num_leaves=31 num_cat=0 split_feature=8 4 5 0 8 6 4 3 9 3 4 4 2 1 9 3 6 9 6 4 1 9 2 9 0 9 7 3 0 7 split_gain=1.09892 7.492 6.37221 5.57647 5.14564 7.68028 10.449 9.14353 5.31159 5.11921 6.04178 4.8783 4.64607 4.18912 3.80796 9.54821 8.97273 5.52648 9.31325 8.70046 7.05334 7.92795 6.56688 6.40944 12.5956 6.03932 5.84383 5.76275 4.68396 7.58088 threshold=11.539578135000001 0.046223001554608352 2.746313333511353 0.044505000114440925 13.758170855000001 52.786998748779304 0.11200700327754022 137.19499969482425 1.0777724981307986 48.10499572753907 0.1673805043101311 0.050386000424623496 214.95999908447268 138.72499847412112 1.024965286254883 262.00399780273443 54.031345367431648 1.0415483117103579 53.69075012207032 0.088000997900962843 104.08095169067384 1.063004791736603 1548.749450683594 1.0465513467788699 0.29004999995231634 1.0365875959396365 97.497509002685561 199.53859710693362 0.20781671255826953 89.276966094970717 decision_type=8 10 10 10 8 10 8 10 2 10 10 10 10 8 2 10 10 2 10 10 10 2 8 2 10 2 10 10 10 10 left_child=1 2 -1 -3 5 6 7 -2 -9 10 -5 -7 -11 14 16 17 -14 19 20 -16 27 22 -22 -20 -25 26 -21 -19 -17 -30 right_child=4 3 -4 9 -6 11 -8 8 -10 12 -12 -13 13 -15 15 28 -18 18 23 25 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.14350891992185399 0.049205901023960046 -0.11336958989322375 0.059326061699650781 -0.18249204661910634 1.0047419056348725e-05 0.016533028369882515 0.13121048417326647 -0.099072580915940275 0.003337250665436409 0.082606966904153853 0.060971572882297591 -0.13711541632572252 -0.11416550746077124 -0.10222755389888397 -0.11105271539467317 0.021168282992281667 0.059653702495148564 0.086506370452227629 -0.12379222274696169 0.10359256064155009 0.034890440510377478 -0.14832099202861923 -0.10495614264990759 0.072259563943639873 -0.11559472033667635 0.089570315021430813 -0.1133631775219258 -0.025969985448164486 -0.014559529423871405 0.1261500603448534 leaf_weight=5.6613137577660373 10.123589128255842 3.4592619463801375 2.1321493051946163 2.7405504601192652 9831.5561272519008 2.6663994565606108 4.5871305409818879 15.217766851186754 7.5908265933394423 10.358933471608905 1.622881623190551 9.1828832589089853 6.7809459828422387 3.0712730884551993 3.2555202096700695 14.992210842669008 5.2840266488492489 16.456994019448761 9.710504278540613 1.9951859712600732 15.222841016948228 4.1386769190430632 4.3080641850829116 7.3869823887944204 6.9061650857329369 18.85896860063076 3.286723654717207 6.2986175417900077 4.9684524238109615 16.693736493587494 leaf_count=94 57 31 12 50 83879 25 23 120 37 69 710 66 139 18 17 88 57 93 62 10 85 23 33 37 42 102 38 37 38 83 internal_value=0 0.00782934 -0.088017 0.012281 -0.000151662 -0.0323554 -0.0101897 -0.0298854 -0.06499 0.0149259 -0.0919412 -0.10254 0.0178408 0.0133566 0.015779 0.0206073 -0.0380389 0.00429667 -0.0105275 0.0424057 0.0156204 -0.0225977 0.00404353 -0.0610999 -0.0185079 0.0631003 -0.0314104 0.0553736 0.0641379 0.0938768 internal_weight=0 175.591 7.79346 167.798 9880.92 49.3686 37.5193 32.9322 22.8086 164.338 4.36343 11.8493 159.975 149.616 146.545 134.48 12.065 97.8252 70.4288 27.3964 46.4252 23.6696 19.5309 24.0037 14.2931 24.1409 5.28191 22.7556 36.6544 21.6622 internal_count=86175 1968 106 1862 84207 328 237 214 157 1831 760 91 1071 1002 984 788 196 579 412 167 271 141 118 141 79 150 48 130 209 121 is_linear=0 shrinkage=0.1 Tree=288 num_leaves=31 num_cat=0 split_feature=8 8 3 6 9 7 9 9 7 7 9 9 5 9 1 7 1 9 9 8 9 1 5 9 8 8 8 0 8 0 split_gain=1.06694 8.77048 14.0536 12.1062 15.1629 15.9417 13.432 12.5633 10.8028 9.51513 9.56454 8.0614 13.1435 10.1896 16.7574 7.66971 7.7847 7.13283 35.8467 29.2358 15.353 18.7224 16.3894 12.9854 31.6417 25.0008 21.7026 14.9106 12.9313 11.0414 threshold=72.792983550000017 73.244465885000011 68.530090332031264 49.776962280273445 1.2964575886726382 92.152797698974624 1.1861543059349062 1.3131380677223208 94.829181671142592 90.124980926513686 1.2987144589424136 1.3009637594223025 2.5800232887268071 1.3055681586265566 98.433982849121108 97.497509002685561 103.16975021362306 1.2342023253440859 1.219445586204529 83.282422660000023 1.2627818584442141 81.391963958740249 2.5491399765014653 1.2459819912910464 77.190249095000013 73.638540480000017 78.137514370000019 0.22995000332593921 84.004879095000021 0.32999996840953832 decision_type=8 8 10 10 2 8 2 2 8 10 2 2 8 2 10 10 10 2 2 10 2 10 10 2 10 10 10 10 10 10 left_child=-1 2 -2 -4 5 6 -5 9 -9 -6 -11 -12 13 -13 -15 16 -10 18 -3 -20 21 22 23 26 25 -25 27 -19 29 -21 right_child=1 17 3 4 7 -7 -8 8 15 10 11 12 -14 14 -16 -17 -18 20 19 28 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00089512933134979454 -0.098510518508870673 -0.00097108481562286633 0.10132522451701992 0.13452953417283747 0.19681370296656953 -0.11950704204896621 -0.12005789208516825 -0.074978326349719307 0.17090195639441685 -0.13147828371287462 0.12409634321990003 -0.047924224181864428 -0.10341776096966433 0.043999427935499574 0.33076651778954202 -0.092034493006952656 0.013280026920013574 -0.13054499814056647 -0.07363621312567413 0.098621566922986015 -0.00017956708909727025 0.040968270778794148 0.077012572249030589 -0.089033256885731327 -0.067075514684435136 0.1145390081024301 0.012861979897613644 0.037220114375793707 -0.21602053107993446 -0.10717312246713061 leaf_weight=5656.8370620393907 22.081466288364027 1570.7504175379145 8.7554767504334432 5.4390279799699766 3.6790609806776038 24.460091836750507 3.3480421379208565 26.935120085254312 4.047282397747046 3.4053971245884886 9.1453786939382571 5.4503672495484379 6.80141432955861 7.5961826443672162 2.784783348441124 4.9241249412298194 13.875741750001906 29.974983520805836 118.42234416148494 18.590785112231977 2159.6777616716154 214.87205927044852 21.165213118889369 7.5450938269495955 27.70228699996369 30.098081570118666 31.093111144495197 6.4351046979427329 1.7084311595535826 3.0323411524295798 leaf_count=43848 262 14149 42 28 16 234 37 317 22 21 41 43 66 55 18 30 76 185 1243 205 21656 1902 394 37 356 168 344 32 322 26 internal_value=0 -0.00118199 -0.0247254 -0.0122545 -0.0204129 -0.0780037 0.0375268 0.0011871 -0.0320753 0.0437956 0.0277949 0.0448628 0.0128464 0.0627955 0.120927 0.0185043 0.0488734 -0.000334145 -0.00531741 -0.0534783 0.00304084 0.021895 -0.00471495 -0.0177356 0.0140407 0.0737355 -0.0484962 -0.100894 0.0488356 0.0697617 internal_weight=0 4393.8 152.729 130.647 121.892 33.2472 8.78707 88.6449 49.7823 38.8626 35.1835 31.7781 22.6327 15.8313 10.381 22.8471 17.923 4241.07 1712.5 141.754 2528.56 368.886 154.014 132.849 65.3455 37.6432 67.5032 36.4101 23.3316 21.6231 internal_count=86175 42327 1308 1046 1004 299 65 705 445 260 244 223 182 116 73 128 98 41019 15945 1796 25074 3418 1516 1122 561 205 561 217 553 231 is_linear=0 shrinkage=0.1 Tree=289 num_leaves=31 num_cat=0 split_feature=3 4 8 8 7 9 9 8 9 9 8 4 8 9 8 7 5 9 5 7 9 1 9 1 9 8 9 9 6 7 split_gain=1.03404 4.65486 7.63515 17.9227 12.3862 11.7685 10.5446 9.03925 11.3369 14.3848 8.43596 20.5358 13.2477 11.4898 11.3165 14.5079 11.0411 10.5673 16.6291 9.24108 13.1385 9.22062 10.1978 9.11513 7.93105 14.547 9.90471 13.4154 7.35299 17.6494 threshold=580.35501098632824 0.030000999569892887 82.915767860000017 83.351226575000013 91.875728607177749 1.3393588662147524 1.3566636443138125 83.823592210000001 1.4029334783554079 1.3460645675659182 73.638540480000017 0.11000333353877069 73.430923220000025 1.2627818584442141 74.075884320000014 95.808643341064467 2.5799700021743779 1.2292694449424746 2.599985003471375 94.140834808349624 1.2779839038848879 93.03079986572267 1.3875452280044558 113.19015121459962 1.1996469497680666 87.420011245000026 1.214552164077759 1.2492841482162478 54.247951507568366 92.386997222900405 decision_type=10 8 10 10 10 2 2 10 2 2 8 8 10 2 10 8 10 2 10 10 2 10 2 8 2 10 2 2 10 10 left_child=-1 -2 10 5 7 -4 -7 8 9 -5 12 14 -3 -14 15 28 -15 -17 -19 -18 -21 -13 -23 -20 25 -6 -26 -28 -12 -30 right_child=1 2 3 4 24 6 -8 -9 -10 -11 11 21 13 16 -16 17 19 18 23 20 -22 22 -24 -25 26 -27 27 -29 29 -31 leaf_value=-0.00052930381700429013 -0.010126088685248646 0.0028173946602801131 0.11795728889428091 0.059895705792284551 0.063821845308283554 -0.11989578968117887 0.051082044486396722 0.0074555110194803797 -0.0094623982994831209 0.23471620167497426 -0.096714543004204456 -0.063282545002336252 0.089865082019769255 -0.053039961969766895 0.017148042964109416 -0.044765676390419798 -0.11227652155263163 -0.0014074176098292136 0.26908634441546148 0.017983953593337883 0.20670510248608559 0.0019958065457155614 -0.083853634570529773 0.077046287101018796 -0.13326479437980251 -0.10694542238881058 0.069894853345873739 -0.058112501938644284 0.16232162786522561 -0.064593551156779824 leaf_weight=7993.0526710809154 274.25447481076844 861.13720217510127 26.351092749275267 34.168769880197942 19.247750576585535 4.2793209254741695 22.960274897515774 157.595729177061 19.313031114637852 5.4586372151970854 27.409538961946964 79.676577201957116 33.920994277112186 15.95434784516692 221.83134809989133 18.887658265419304 2.6386308819055584 20.775802358984951 4.125693075358865 9.6606183350086194 5.9677875041961661 66.688079853265663 17.45905939117074 6.1647893972694883 10.812894124072043 6.7335886063519856 10.879767349222673 33.081279112608172 4.3103165216743973 16.739266838878393 leaf_count=67626 4522 6900 124 167 157 44 117 1425 112 31 271 831 159 92 1598 168 31 124 31 41 29 613 131 35 76 73 108 390 29 120 internal_value=0 0.00199384 0.00387792 0.017081 0.00748534 0.0703124 0.0242215 0.0199505 0.0533597 0.0839771 0.000600085 -0.0101043 0.00617609 0.0486209 0.00462729 -0.0235955 0.00773884 0.0142208 0.0500833 0.0608228 0.0900481 -0.0389019 -0.0158165 0.15404 -0.0259385 0.0195641 -0.0475221 -0.0264324 -0.0625784 -0.0181282 internal_weight=0 2038.48 1764.23 350.882 297.291 53.5907 27.2396 216.536 58.9404 39.6274 1413.35 484.068 929.28 68.1424 320.244 98.4131 34.2214 49.9539 31.0663 18.267 15.6284 163.824 84.1471 10.2905 80.7553 25.9813 54.7739 43.961 48.4591 21.0496 internal_count=86175 18549 14027 2824 2539 285 161 1735 310 198 11203 3951 7252 352 2376 778 193 358 190 101 70 1575 744 66 804 230 574 498 420 149 is_linear=0 shrinkage=0.1 Tree=290 num_leaves=31 num_cat=0 split_feature=2 5 4 3 4 3 7 7 0 8 8 6 8 9 9 8 2 9 9 9 1 6 3 4 9 9 6 4 8 3 split_gain=1.08588 3.87865 4.76973 7.6091 6.47269 8.91203 11.0823 13.4054 10.8827 11.4097 10.4341 10.2516 8.7302 9.79791 6.71794 6.45529 7.73477 8.96429 7.12396 6.2863 8.6927 5.87218 7.73009 7.18551 5.86417 8.7397 11.9092 9.08618 6.7673 8.78364 threshold=282.41656494140631 2.5940849781036381 0.16477882862091067 15.033600330352785 0.081401500850915923 43.264999389648445 92.333343505859389 94.536071777343764 0.13527975976467135 81.947250455000017 63.383482725 56.262248992919929 68.46405746500001 1.3009637594223025 1.0316978693008425 87.420011245000026 201.88640594482425 1.1209892034530642 1.0116130113601687 1.016515374183655 95.72259902954103 58.295309066772468 91.358718872070327 0.11100799962878229 1.0132265686988833 1.018160939216614 54.822433471679695 0.062467500567436225 47.108760685000007 61.862352371215827 decision_type=8 10 8 10 10 10 10 10 10 10 10 10 10 2 2 10 10 2 2 2 10 8 10 10 2 2 8 10 10 10 left_child=1 -1 4 -4 15 6 -6 -8 14 10 21 12 13 19 -7 18 -17 -18 -3 -9 -21 22 -10 -23 -20 26 27 -26 -27 -30 right_child=-2 2 3 -5 5 8 7 11 9 -11 -12 -13 -14 -15 -16 16 17 -19 24 20 -22 23 -24 -25 25 28 -28 -29 29 -31 leaf_value=0.0042630861783186664 -0.00064256447551646278 -0.079116744081940582 -0.038628041231258819 0.02665608262993446 -0.046854019277807656 -0.11467813613308378 0.10807726322076604 0.044376751002600842 -0.075916530095196194 0.071009975315344073 -0.093109813583188594 0.0171893847862606 0.075763812400684916 0.042247599264458195 0.015455539806934633 0.00060701888958092181 -0.17230564784164773 -0.014231725150630387 0.11985407218137177 -0.039516240031106126 -0.15126801994931838 -0.057933412853010097 -0.00047306803581920111 0.10561662630189583 0.095471953255588327 0.076782784573239893 -0.22410915185318886 -0.14923675079889184 0.037535031215775033 -0.0044532808018156577 leaf_weight=1836.3880344524514 7375.952402053992 8.7948531336151046 21.921373784163734 96.20442570396699 44.230515988667321 4.3133280137553802 12.71136494661914 3.5465256804600385 32.805348790949211 7.4281656459497745 46.839115100476192 115.79481039018719 5.7902048015967003 8.1140180946094898 49.399198690007324 23.39551031566225 7.118813915178178 7.2321918617235497 4.9817380011081687 13.536902940133588 14.327884327620266 4.709710007417014 23.176142558921129 6.252713700683671 3.9499237295240137 16.078895922750235 3.6851320713758478 2.4637853652238846 74.927121440181509 148.69210913091956 leaf_count=14301 63220 61 627 641 497 32 101 22 188 98 686 875 63 121 344 556 44 264 41 98 71 34 160 38 37 139 20 18 863 1915 internal_value=0 0.00171788 -0.00403529 0.0145409 -0.00719579 -0.0156505 -0.00216249 0.00920968 -0.0324642 -0.0490681 -0.0569072 0.00140917 -0.038914 -0.0557136 0.00500529 0.00383074 -0.0348466 -0.0926443 0.00936974 -0.0810184 -0.0969782 -0.031577 -0.0446832 0.0353518 0.0124243 0.0102818 -0.0808461 0.00146867 0.0141211 0.00961556 internal_weight=0 2648.81 812.422 118.126 694.296 392.976 218.052 173.822 174.924 121.211 113.783 161.11 45.3155 39.5253 53.7125 301.32 37.7465 14.351 263.574 31.4113 27.8648 66.9439 55.9815 10.9624 254.779 249.797 10.0988 6.41371 239.698 223.619 internal_count=86175 22955 8654 1268 7386 3428 1848 1351 1580 1204 1106 1250 375 312 376 3958 864 308 3094 191 169 420 348 72 3033 2992 75 55 2917 2778 is_linear=0 shrinkage=0.1 Tree=291 num_leaves=31 num_cat=0 split_feature=0 3 6 6 0 8 4 8 5 5 9 4 5 8 8 0 6 4 1 8 2 2 0 1 4 1 6 9 1 8 split_gain=1.02104 2.48892 2.01849 2.28889 1.4011 1.35396 1.72693 1.53657 1.35075 1.31513 1.21434 1.55186 1.07813 13.551 10.5899 8.97932 10.1035 9.39799 8.32362 6.21296 5.81394 5.60166 4.57168 4.53968 4.21167 4.19612 5.84889 3.50234 3.46792 4.64761 threshold=1.4203000068664553 29.450950622558597 51.514183044433601 53.432479858398445 1.5820000171661379 83.723137205000015 0.20001550018787387 87.45789489000002 2.4305000305175786 2.3698499202728276 1.3131380677223208 0.21012333035469058 2.3205000162124638 56.065080170000009 55.793656990000009 0.42603336274623876 57.23790359497071 0.088000997900962843 119.12260055541994 57.044835510000006 776.60021972656261 1580.6350097656252 0.61000007390975963 109.72610092163087 0.1272619962692261 89.323200225830092 57.96794509887696 1.0083022713661196 130.24291992187503 57.860806910000001 decision_type=10 8 8 8 10 8 8 10 10 10 2 10 8 10 8 10 8 10 10 10 8 8 8 10 8 10 8 2 10 8 left_child=12 2 -2 -4 -3 6 8 -7 -5 -9 11 -8 13 14 15 23 17 21 27 -15 -16 -17 -23 24 -1 26 -21 -18 -27 -30 right_child=1 4 3 5 -6 7 10 9 -10 -11 -12 -13 -14 19 20 16 18 -19 -20 25 -22 22 -24 -25 -26 28 -28 -29 29 -31 leaf_value=0.14289842753561297 0.085205600674147758 -0.20935456394311897 -0.14137620807763096 -0.087900282258754125 -0.051379278916396737 0.060242466582811328 0.049988571526078218 0.040260631018477794 0.015638591186972486 -0.14920717221646965 0.11707898883997528 -0.094003562311615621 -6.4532385279460623e-05 -0.090464960747591888 0.22407832701502939 0.15147307755056355 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20 26 internal_value=0 -0.0214501 -0.0101027 -0.0207486 -0.120358 -0.010145 -0.0309399 0.0294388 -0.0620367 -0.0586137 0.020558 -0.0104295 3.12414e-05 0.0112916 0.0479757 0.0202877 0.0567706 0.0111499 0.153893 -0.0325218 0.131322 0.0841918 -0.0167342 -0.0511639 0.014426 -0.00461478 0.0543799 0.0677588 -0.0320426 0.00918649 internal_weight=0 22.1759 19.8936 17.8947 2.28234 16.4488 10.7837 5.66509 6.72365 1.46821 4.06006 3.07337 9997.06 84.3117 45.8894 34.4462 22.8031 15.5152 7.28788 38.4222 11.4432 8.24934 3.29966 11.6432 5.5355 25.9325 8.23016 4.418 17.7023 9.47815 internal_count=86175 591 490 448 101 400 318 82 195 49 123 96 85584 1037 631 562 255 176 79 406 69 86 51 307 255 248 95 63 153 46 is_linear=0 shrinkage=0.1 Tree=292 num_leaves=31 num_cat=0 split_feature=5 1 6 6 0 5 7 0 8 4 5 0 8 7 4 4 7 4 1 3 4 2 9 6 3 9 6 4 1 9 split_gain=1.00625 3.34141 3.80644 2.62624 1.40121 1.21721 2.77887 2.42398 1.01118 6.43286 5.63347 4.84601 4.31696 7.03156 9.25083 10.2461 8.8733 4.15151 3.68791 3.7029 6.73426 3.70527 3.11103 8.02417 7.88505 4.6513 8.01427 7.26298 5.8763 6.42027 threshold=2.8502999544143681 92.16300201416017 53.894306182861335 53.275117874145515 0.060004999861121185 2.8300549983978276 93.262512207031264 0.21245000511407855 11.539578135000001 0.046223001554608352 2.746313333511353 0.044505000114440925 13.758170855000001 96.21506500244142 0.11695516481995584 0.062998499721288695 90.432712554931655 0.050386000424623496 138.72499847412112 48.10499572753907 0.16244000196456912 214.95999908447268 1.024965286254883 54.031345367431648 262.00399780273443 1.0415483117103579 53.69075012207032 0.085270501673221602 102.86154937744142 1.0580517053604128 decision_type=10 10 8 8 8 10 8 8 8 10 10 8 8 8 8 8 10 8 8 10 8 10 2 10 10 2 10 8 10 2 left_child=5 2 3 4 -2 8 -7 -8 9 10 -1 -11 13 14 15 16 17 -10 19 20 -13 -21 23 -23 25 27 28 -24 -27 -30 right_child=1 -3 -4 -5 -6 6 7 -9 12 11 -12 18 -14 -15 -16 -17 -18 -19 -20 21 -22 22 24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.13898679299527048 0.16013614723866668 0.16847579966238074 -0.11551112450778898 0.22495628573209278 -0.05198340863576692 -0.13104783040457199 0.11143794470206708 -0.086682059526868888 -0.058878640463478599 -0.109299788170773 0.052609521812694293 -0.17216071041186201 -2.400216382853361e-06 -0.11988712181430761 0.1239519639407704 -0.16833991094508588 0.070922144509954682 0.087161965457469681 -0.097265041930678156 0.077442623700679419 0.11757822098583431 -0.11183865207839849 -0.1015791910069429 0.056459582764875886 0.058603208298810772 0.05468375379463384 -0.058130548959963717 0.058660632790613343 0.036289139673890213 -0.064238270092024014 leaf_weight=5.2793227354013643 0.42222845162905209 1.5285477612633256 1.7732133843237532 0.80468988197389979 1.1866081867483445 2.2567400177067602 1.3695354739029424 1.124701288121287 19.924401350319393 3.2400489002466211 2.1635304465889931 2.5772822778671971 9788.3584628414737 7.3759910408407441 4.355271875858306 4.6824059858918146 9.5109688192605955 2.1572734192013767 2.9124529063701621 10.035854624351485 1.1647077445359175 6.2423275326436833 3.2173551917076111 5.1869803345762193 36.283519797027111 20.136495191603899 22.963490929454565 23.410583782941107 11.860610306262972 13.681542426347731 leaf_count=94 35 25 597 8 62 62 33 12 142 31 12 15 83638 65 20 27 60 14 18 69 162 134 17 53 208 116 141 150 69 86 internal_value=0 0.041931 -0.00426961 0.0774593 0.00368595 -4.08472e-05 -0.0506452 0.0221017 -1.68213e-05 0.00762166 -0.0832925 0.0117752 -0.000149112 -0.0300633 -0.0137568 -0.0302904 -0.00982986 -0.0446112 0.014232 0.0163035 -0.0819784 0.0187069 0.0145843 -0.0354596 0.0189321 0.00382339 -0.00993862 0.0392994 0.0142883 -0.0175579 internal_weight=0 5.71529 4.18674 2.41353 1.60884 10011.5 4.75098 2.49424 10006.7 170.356 7.44285 162.913 9836.36 48.0063 40.6303 36.275 31.5926 22.0817 159.673 156.761 3.74199 153.019 142.983 11.4293 131.554 95.2701 68.6421 26.6279 45.6786 25.5422 internal_count=86175 727 702 105 97 85448 107 45 85341 1375 106 1269 83966 328 263 243 216 156 1238 1220 177 1043 974 187 787 579 412 167 271 155 is_linear=0 shrinkage=0.1 Tree=293 num_leaves=31 num_cat=0 split_feature=5 6 4 2 0 7 8 9 8 9 3 0 8 7 7 9 6 3 6 9 4 4 4 3 7 1 8 0 8 4 split_gain=1.01895 4.76396 5.52527 4.63165 4.51015 6.36847 11.7789 10.2139 11.4 8.31923 7.29433 6.99036 6.60795 10.846 7.4716 8.07756 7.19124 6.34507 6.04867 8.91619 11.1374 7.02679 6.82364 8.05984 5.9466 5.90024 7.28439 6.42051 6.47614 5.84215 threshold=2.6485567092895512 47.178262710571296 0.1071133352816105 288227.26562500006 0.31935000419616705 86.067459106445327 60.522278915000008 1.0777724981307986 59.071444280000001 1.0911181569099428 186.54541015625003 0.46015000343322759 68.343569515000027 86.868511199951186 88.037700653076186 1.2779839038848879 50.927904129028327 10.810550212860109 56.720886230468757 1.1010892987251284 0.11999666318297388 0.064022999256849303 0.059196500107645995 155.9423522949219 110.93072891235353 93.325000762939467 43.356953145000013 0.370049998164177 57.044835510000006 0.030000999569892887 decision_type=8 10 10 10 10 10 8 2 10 2 10 8 10 10 10 2 10 10 8 2 10 10 10 8 8 10 10 8 10 10 left_child=1 2 -1 -3 -2 6 25 -7 9 10 -9 -12 13 16 15 -14 -10 -8 19 -15 21 -21 -20 24 -24 27 -27 -6 -29 -16 right_child=4 3 -4 -5 5 7 17 8 12 -11 11 -13 14 18 29 -17 -18 -19 22 20 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.080682755794771646 -7.8272540479018053e-05 -0.00071099904074019976 0.014411892554867559 -0.045635367704286001 -0.14883493320426086 -0.01267166903796145 0.084090661645134665 -0.10359997188603515 0.00084673890006490063 0.086401515776445809 0.078807637189901025 -0.04691683551683952 -0.10058696044878493 0.10693382683529112 -0.03864269800170593 0.023633426230362405 0.20922043164533771 -0.094449967707981961 0.083114238869006263 -0.038730806097783989 -0.11008599115215474 0.016406696195002214 0.040116486793002754 -0.11136509768375065 -0.084642015007644525 -0.099605929767750179 0.047471487938250345 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107.00885391235353 37.490001645000007 1000.029998779297 0.049484999850392349 49.06915473937989 55.204999923706062 0.11982686817646028 8816.0419921875018 0.035191001370549209 60.416963577270515 85.728648085000017 38.954999923706062 88.353219990000014 66.740806579589858 88.484342550000022 253.20050048828128 87.080352783203139 0.019995000213384632 1423.414978027344 935.36001586914074 1154.7149658203127 0.1998868137598038 0.16223328560590747 48.697698593139656 88.50388336181642 80.410102844238295 decision_type=8 8 2 10 8 10 10 10 10 10 10 10 10 10 10 8 10 8 8 10 10 10 10 10 10 10 10 10 10 10 left_child=1 2 3 4 5 -1 7 -5 -9 -7 -3 16 28 15 -15 -6 -11 -18 -19 21 29 -20 -8 -24 25 -25 -26 -28 -13 -14 right_child=-2 10 -4 6 13 9 22 8 -10 11 -12 12 20 14 -16 -17 17 18 19 -21 -22 -23 23 24 26 -27 27 -29 -30 -31 leaf_value=-0.083434426309683396 -0.00016149208142989308 -0.1402837956537113 -0.062864492054961377 0.062852000987688242 -0.086693947234116067 -0.14571333352297178 0.14159072455096339 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2.9454010888584889 2.9341812812635899 4.0264369726210134 2.3036519254092118 2.1200336255133152 leaf_count=46 83415 32 52 59 80 20 41 73 46 1147 23 123 62 83 51 18 21 19 21 29 70 31 24 41 279 38 78 92 29 32 internal_value=0 0.00694869 0.00944647 0.0121059 0.00372985 0.00784849 0.036957 -0.01409 -0.0582866 0.0112959 -0.0722773 0.0130384 -0.0238617 -0.071495 -0.0136887 -0.144083 0.0198587 -0.0238367 0.00341418 0.0407801 -0.0703242 -0.00164244 0.0536815 0.0459238 0.039544 -0.0220188 0.0519827 -0.00109961 0.0113632 -0.0166757 internal_weight=0 207.26 200.925 193.797 144.944 137.42 48.8534 12.056 7.65742 132.419 6.33461 130.966 20.4303 7.52391 4.18842 3.33548 110.535 14.3158 11.2064 8.87834 8.80989 6.22871 36.7975 33.8135 32.0492 5.38706 26.6621 6.96062 11.6205 4.76214 internal_count=86175 2760 2705 2653 1882 1650 771 178 119 1604 55 1584 316 232 134 98 1268 121 100 81 164 52 593 552 528 79 449 170 152 94 is_linear=0 shrinkage=0.1 Tree=295 num_leaves=31 num_cat=0 split_feature=9 8 9 9 0 7 8 5 4 9 4 9 1 7 1 2 1 9 8 4 8 6 8 8 2 3 7 4 3 8 split_gain=1.00726 9.16411 10.4659 10.5222 9.18914 8.37429 9.37389 8.79657 8.26309 7.26684 18.9648 7.44134 16.9582 11.2044 7.98875 7.23334 7.19786 19.2062 24.7406 15.297 15.4442 15.1026 12.3472 12.0582 10.9333 10.7152 9.82942 9.00898 7.91474 7.5951 threshold=1.0828325152397158 74.680035045000011 1.0727607607841494 1.0760917663574221 0.40495000779628759 96.35712051391603 74.151832615000018 2.6872649192810063 0.040001999586820609 1.087821424007416 0.05587549880146981 1.0895128250122073 64.890895843505874 97.497509002685561 129.5018005371094 1456.4484863281252 82.942451477050795 1.0465513467788699 47.632367260000002 0.18784166872501376 60.522278915000008 57.096208572387702 65.937389495000019 60.968498590000003 35.120000839233406 1439.5050048828127 98.729282379150405 0.14539666473865512 3.7308750152587895 65.243336400000018 decision_type=2 10 2 2 10 8 10 10 8 2 10 2 10 8 10 10 8 2 8 10 10 10 10 8 10 10 10 8 10 8 left_child=1 2 16 4 8 -5 7 -7 15 10 -2 12 -11 14 -14 -4 17 18 25 20 27 -20 29 -22 -24 26 -1 -19 -29 -18 right_child=9 -3 3 5 -6 6 -8 -9 -10 11 -12 -13 13 -15 -16 -17 22 19 21 -21 23 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0021973784187559182 0.0030488860559871986 -0.10604464808232324 0.054056450189782994 0.030075802209923504 -0.041262957131407652 -0.024588074959611017 0.14543166201640362 0.11844815982533408 0.074166849932412168 -0.077800287991902209 -0.069088954636975147 -0.00039423424156710679 0.043036681802991111 0.089288939057651576 -0.10122301403851275 -0.11724158811763792 -0.0031147003841354879 -0.039524922930787409 -0.075022374130566449 -0.055038296327448701 -0.11778377529814404 0.025079552676596562 0.14325792862314005 0.024297733950491215 -0.14635968771369387 0.096407389446176536 0.085374383501525056 -0.026120293636628773 0.091540381243537444 0.079388432508535334 leaf_weight=103.6690369231801 107.14952005981468 7.8452369187143622 5.437072806060316 87.121809095144272 9.8596030101180059 93.56910436693579 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7745.82 162.377 7583.45 63.4542 52.2759 16.4626 9.94684 1973.43 379.906 216.137 163.769 147.78 82.0827 1593.53 58.1057 11.2548 134.054 118.295 89.6747 83.1849 1582.27 internal_count=86175 17000 16519 1824 613 1211 702 684 562 69175 1020 68155 340 269 83 92 14695 4073 2975 1098 992 992 10622 478 236 1983 1754 514 473 10386 is_linear=0 shrinkage=0.1 Tree=296 num_leaves=31 num_cat=0 split_feature=2 2 1 8 8 8 9 8 8 6 8 3 8 9 9 9 5 9 3 9 9 9 9 8 3 8 3 9 3 0 split_gain=1.04928 5.02716 4.60294 4.59005 13.4616 7.28301 10.7664 15.0847 9.39336 7.16476 6.83536 8.12039 6.59 8.58097 10.9489 18.8571 17.3356 16.79 12.6859 20.055 18.1758 11.2774 18.8859 15.6457 9.10751 8.74202 7.93325 7.01039 8.34823 10.4114 threshold=410.31430053710943 417.26019287109381 74.43500137329103 84.859308435000017 84.209998250000012 78.435385745000019 1.0911181569099428 81.360097850000017 81.947250455000017 53.092426300048835 85.351314280000011 71.927349090576186 74.751024620000024 1.0895128250122073 1.2459819912910464 1.2694969773292544 2.4702500104904179 1.4413009285926821 6.3065781593322763 1.162797808647156 1.1980048418045046 1.203055262565613 1.2161991596221926 76.526457160000021 29.450950622558597 75.01961497500001 150.47010040283206 1.1543519496917727 63.32500076293946 0.12999981641769412 decision_type=8 10 10 8 10 10 2 10 10 8 8 10 10 2 2 2 10 2 10 2 2 2 2 10 10 10 10 2 10 10 left_child=3 2 -2 4 5 12 -7 -8 -9 -10 11 -5 -1 -14 16 24 18 -17 19 -15 -21 -20 23 -23 -16 -18 -24 28 -27 -30 right_child=1 -3 -4 10 -6 6 7 8 9 -11 -12 -13 13 14 15 17 25 -19 21 20 -22 22 26 -25 -26 27 -28 -29 29 -31 leaf_value=0.0015916019433881484 -0.11120147101940805 -0.0005523751499339726 -0.020784563067959047 0.017031977555444902 0.070011248753717448 -0.13227043334981547 0.061583687960590862 -0.049829988191485319 0.068383745256424142 0.0085799953165414337 -0.0050139135027509225 -0.08571916526246974 0.079995405501839006 -0.080588791896682679 0.10541403454279055 -0.075563847199930215 -0.058928430735422414 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internal_value=0 -0.000773193 -0.0361758 0.00136725 0.00241973 0.00181177 0.012887 0.0143647 0.00793549 0.0116536 -0.0108932 -0.052236 -0.000213647 -0.0135135 -0.0163109 0.00450585 -0.0328246 -0.0160811 -0.0558212 -0.00563062 0.0707235 -0.0777627 -0.0348093 0.0669984 0.0695167 0.00961876 -0.0883019 0.030052 0.0493881 0.0268491 internal_weight=0 6430.61 39.8613 3557.12 3275.91 3246.7 501.953 496.895 437.347 410.899 281.214 35.0121 2744.75 328.033 318.504 140.895 177.609 107.009 115.195 35.0406 17.3587 80.1542 34.6787 11.945 33.8864 62.4146 22.7338 48.0819 38.2684 31.0401 internal_count=86175 55908 796 30267 24299 24108 2742 2650 2340 2195 5968 221 21366 2898 2764 1133 1631 875 1306 618 175 688 313 94 258 325 219 240 191 156 is_linear=0 shrinkage=0.1 Tree=297 num_leaves=31 num_cat=0 split_feature=9 9 8 5 1 0 7 1 2 5 6 8 5 1 1 2 2 3 2 5 5 7 7 3 2 7 5 6 1 1 split_gain=1.0541 7.74554 20.7027 7.76598 9.32681 6.08435 11.6919 6.29896 6.20156 7.05504 5.81254 7.04212 5.28865 4.90537 4.71379 6.96804 5.39568 7.30498 4.88422 4.68327 4.67457 6.6187 4.57763 4.56218 4.44678 4.38172 4.37136 4.19475 12.1028 4.77745 threshold=1.6318134069442751 1.5900974869728091 87.291245100000012 2.5729150772094731 122.91839981079103 0.21000001579523089 93.559375762939467 157.25249481201175 47.444999694824226 2.4100500345230107 53.154035568237312 87.321885330000015 2.5800232887268071 112.89480209350587 100.96319961547853 6449.7519531250009 42747.324218750007 1097.6350097656252 25415.219726562504 2.7100449800491337 2.4904099702835087 95.30426406860353 89.276966094970717 248.45815277099612 20875.949218750004 88.037700653076186 2.6399934291839604 52.138088226318366 116.01065063476564 65.658298492431655 decision_type=2 2 10 8 8 8 10 10 8 10 8 10 8 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 8 10 left_child=1 -1 3 20 12 6 10 8 9 -7 13 -12 23 14 16 -16 -2 -18 -17 -20 21 -3 -13 -5 -24 -14 -26 28 -27 -29 right_child=5 2 -4 4 -6 7 -8 -9 -10 -11 11 22 25 -15 15 18 17 -19 19 -21 -22 -23 24 -25 26 27 -28 29 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84484 1695 1084 662 1691 1060 631 595 103 759 258 535 501 368 232 136 65 160 137 422 121 189 49 159 486 68 398 106 292 is_linear=0 shrinkage=0.1 Tree=298 num_leaves=31 num_cat=0 split_feature=9 9 0 8 9 1 2 3 3 2 9 1 9 9 7 6 9 8 9 8 1 3 7 8 5 1 6 9 1 5 split_gain=1.04262 6.17133 21.9482 9.72015 11.8022 8.29094 8.00161 7.83536 6.85502 9.86083 7.0687 6.47357 5.57065 12.1425 11.7254 14.2514 11.6769 15.3671 11.5762 10.5775 11.7555 10.569 10.0464 10.5999 9.84206 15.1172 11.7527 9.80001 11.1291 9.30991 threshold=1.3758142590522768 1.391429126262665 0.21962000429630282 81.947250455000017 1.3796529173851015 82.310581207275405 5296.0021972656259 81.177448272705092 306.47000122070318 307.81477355957037 1.3796529173851015 134.77335357666018 1.3359628319740298 1.3295322060585024 93.969257354736342 58.295309066772468 1.3460645675659182 83.723137205000015 1.3491482734680178 72.669456165000014 134.77335357666018 1283.7388305664065 87.882106781005874 83.945794545000012 2.6798100471496586 106.35115051269533 53.621620178222663 1.32133424282074 99.392101287841811 2.6995050907135014 decision_type=2 2 8 10 2 10 8 10 10 10 2 10 2 2 10 8 2 10 2 10 8 10 8 10 10 10 8 2 8 10 left_child=12 2 -2 4 5 -4 7 -5 9 -9 -10 -12 13 27 16 19 22 18 -18 -16 -21 -19 -14 29 25 26 -15 -1 -29 -24 right_child=1 -3 3 6 -6 -7 -8 8 10 -11 11 -13 14 24 15 -17 17 21 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=3.2289605518067011e-05 -0.049741587859997577 0.00033761871492065987 -0.082429880219839824 -0.089711023605600834 0.10796173085818619 0.13410512825683596 0.1393983930169172 -0.12185568545623056 0.097609649413201577 0.079091860813027687 -0.086484708431540547 0.066849575712865456 0.11350045366245021 0.098009851663160674 0.11752636145794385 -0.099741544234278223 -0.11646673542339139 0.043321171298002038 -0.0095907638087623336 -0.021943870067594996 0.24245989351014369 0.30219876154552733 -0.12007037255714724 -0.010438537716498442 0.17720770569081845 0.091005310315480703 -0.05512945003177936 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0.0598665 0.00617595 0.135219 -0.0648561 -0.0752868 0.046281 0.032945 -0.017951 -0.000288551 -0.0369412 -0.107326 internal_weight=0 1332.09 131.912 100.437 43.3428 8.77837 57.0944 52.0722 44.885 25.2183 19.6667 15.6915 8637.07 8389.95 247.121 40.857 206.264 152.262 145.375 34.1673 17.6926 6.88755 54.002 51.0183 56.368 51.1572 27.2605 8333.58 72.3154 34.1475 internal_count=86175 17285 1356 619 299 76 320 273 222 119 103 86 68890 65161 3729 762 2967 2143 1705 435 298 438 824 805 679 490 298 64482 1017 578 is_linear=0 shrinkage=0.1 Tree=299 num_leaves=31 num_cat=0 split_feature=8 8 7 9 8 1 8 9 2 4 1 7 3 5 1 8 0 6 1 5 7 1 1 7 3 5 6 5 2 3 split_gain=1.01792 3.29001 7.1567 8.15038 14.0839 8.98477 7.49374 14.4646 7.00137 8.06656 6.46138 4.92993 4.33119 7.13733 4.13241 3.52745 3.49579 3.48248 3.53837 3.50516 3.12164 3.10087 3.80325 4.48582 7.92549 3.09338 3.07582 4.90699 4.07789 3.3579 threshold=88.172383900000014 87.716260455000011 103.57094955444337 1.5525022745132449 88.018790025000015 35.254999160766609 87.952414245000014 1.5962566137313845 317.81999206542974 0.010049999691545965 107.59039688110353 90.06866836547853 37.044269561767585 2.6300150156021123 96.290100097656264 87.952414245000014 0.76014998555183422 52.311855316162116 117.24040603637697 2.6694049835205083 84.420028686523452 119.12260055541994 51.555000305175788 92.67895889282228 1632.7188110351565 2.5201749801635747 56.420606613159187 2.6100032329559331 201.88640594482425 119.62250137329103 decision_type=10 10 10 2 10 10 10 2 10 8 10 10 8 8 10 10 8 10 10 10 8 8 10 10 8 8 8 8 10 10 left_child=1 -1 3 4 8 -6 7 -5 12 -10 11 -9 13 -3 -8 -14 17 -7 19 -19 -2 22 23 24 -11 -24 28 -28 -22 -30 right_child=20 2 -4 6 5 16 14 10 9 21 -12 -13 15 -15 -16 -17 -18 18 -20 -21 26 -23 25 -25 -26 -27 27 -29 29 -31 leaf_value=3.8404516392923045e-05 -0.084678190892051933 -0.11222324949245743 -0.14516707574145024 0.11331035909800372 -0.059632868558218033 0.13799143843314285 0.15566943404054606 -0.06988922539978025 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8.2846405308810027 3.6295095733366916 66.351099887804594 119.07558247451379 leaf_count=80129 23 101 143 38 20 218 9 48 98 55 107 38 180 67 536 28 22 130 17 49 279 133 52 56 9 394 330 180 809 1877 internal_value=0 -0.000163583 -0.0168706 -0.0120808 0.0123398 0.0728501 -0.0418083 -0.00783872 -0.0254222 0.0137091 -0.0498042 -0.00441352 -0.0725658 -0.0295203 -0.0853767 -0.131018 0.101484 0.110895 0.0416472 0.0819885 0.00682402 0.0410846 0.0526148 -0.0206897 -0.139017 0.0846771 0.00842544 -0.0409176 0.0114028 0.00774278 internal_weight=0 9749.31 116.461 112.27 61.6366 23.6844 50.6334 28.4508 37.9521 20.7384 21.1311 12.6246 17.2138 9.91337 22.1826 7.3004 19.4752 18.5595 5.21987 4.20931 213.032 17.3882 16.1819 4.92402 1.94096 11.2578 209.368 11.9142 197.454 185.427 internal_count=86175 82677 2548 2405 1629 456 776 231 1173 797 193 86 376 168 545 208 436 414 196 179 3498 699 566 120 64 446 3475 510 2965 2686 is_linear=0 shrinkage=0.1 Tree=300 num_leaves=31 num_cat=0 split_feature=9 9 8 5 1 1 0 7 1 6 8 8 1 8 1 8 7 1 7 6 0 0 6 1 3 0 9 8 7 1 split_gain=1.01046 6.31501 18.5197 6.48614 7.69137 5.3758 5.78005 9.30376 5.86777 4.86554 5.93007 4.74346 8.06281 6.52103 5.40065 4.90206 4.53173 4.40787 4.78861 4.22101 4.20082 4.87548 4.59225 6.36126 4.29301 4.19989 5.19072 8.53701 4.1557 4.10913 threshold=1.6318134069442751 1.5900974869728091 87.291245100000012 2.5729150772094731 122.91839981079103 91.284999847412124 0.21000001579523089 93.559375762939467 157.25249481201175 53.154035568237312 87.321885330000015 87.489998390000011 98.759304046630874 87.660003605000014 121.2915496826172 86.904427585000022 88.037700653076186 112.89480209350587 92.096240997314467 60.024389266967781 0.20000014454126361 0.049484999850392349 53.894306182861335 116.62369918823244 24.500749588012699 0.30244840681552893 1.6201764941215517 72.669456165000014 89.276966094970717 83.832332611083999 decision_type=2 2 10 8 8 8 8 10 10 8 10 10 10 10 10 10 10 10 8 10 8 10 10 10 10 8 2 8 8 10 left_child=1 -1 3 25 16 -2 7 9 11 17 -11 15 -13 14 -14 -8 -5 18 -7 -9 21 -18 23 24 -22 -3 27 -27 -12 -29 right_child=5 2 -4 4 -6 6 8 19 -10 10 28 12 13 -15 -16 -17 20 -19 -20 -21 22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=9.6381930648809275e-05 0.077945124110279415 -0.08023332572230156 -0.10762631413237743 -0.13545692032047318 0.11780201900868899 0.010710331207729979 0.059412015920315676 0.091717245377155879 0.080743312415132204 0.082023058916675162 0.044063067708074735 -0.079297218555740998 0.096464015297171718 -0.097306320317006478 -0.023320272588430505 -0.05552324742579149 -0.09139033237863578 0.05997728879548845 -0.11082525619087194 -0.089430181792704067 0.21945352330450738 0.045261552294863672 -0.10880187551901264 -0.13164415383976752 0.0064299476424708379 0.17030365063778907 -0.13423259204756943 0.058336027932795909 -0.078387141755944897 -0.081310177742983658 leaf_weight=9652.0447400620105 10.129018556326626 13.7606995832175 21.413445237092674 2.2224806323065414 6.8480445262466665 52.224401690065861 4.0781446527689686 18.742704495787624 5.6554152369499198 3.6207244880497482 3.3466980885714319 7.9550357453990754 12.851181320846086 3.0199138725874937 5.3230278342962256 41.20092103164643 2.9047008475172396 18.095340769737959 3.4564900565892449 1.3811155166476954 1.5874239094555327 25.810506019959575 5.2562886457017157 1.8682231592829337 2.3414097161876271 3.0076190678519206 2.48039362207055 3.5318305282271467 16.127763196709566 5.2235847690608352 leaf_count=82789 81 185 611 88 127 330 72 272 36 67 30 67 78 34 27 276 44 133 20 11 9 248 90 15 41 39 16 61 157 121 internal_value=0 -0.000160391 -0.025384 -0.00246599 0.0195338 0.00689664 0.00324505 0.0174139 -0.0174544 0.00456092 -0.0354949 -0.0249159 0.00654815 0.0387695 0.0613805 -0.0451714 0.00350784 0.0171001 0.00316579 0.0792849 0.0112739 0.0314385 -0.041111 0.0202655 0.092501 -0.0408335 -0.00276891 0.024952 -0.057344 -0.0249786 internal_weight=0 9750.3 98.2567 76.8432 48.8391 207.208 197.079 116.995 80.0836 96.8714 23.0952 74.4282 29.1492 21.1941 18.1742 45.2791 41.991 73.7762 55.6809 20.1238 39.7686 28.7152 11.0533 5.79706 3.92883 28.0041 14.2434 11.763 19.4745 8.75542 internal_count=86175 84484 1695 1084 662 1691 1610 1020 590 737 254 554 206 139 105 348 535 483 350 283 447 292 155 65 50 422 237 221 187 182 is_linear=0 shrinkage=0.1 Tree=301 num_leaves=31 num_cat=0 split_feature=8 9 1 3 7 2 7 1 0 5 9 7 0 0 7 3 3 6 2 6 9 0 3 8 4 0 1 5 0 2 split_gain=1.04539 16.3546 6.71845 8.91513 9.767 6.58016 6.60619 5.75953 10.7173 9.51217 10.2886 6.12277 6.10788 5.15379 5.58918 4.97466 4.02862 4.82523 7.01054 3.35252 3.80918 3.29519 3.18612 3.1444 6.24364 7.33699 5.91784 3.50957 3.76102 3.10547 threshold=88.484342550000022 1.5335874557495119 126.77050018310548 18.757300376892093 91.650299072265639 977.59631347656261 93.496208190917983 139.81220245361331 0.15000005066394809 2.6593050956726079 1.521198630332947 87.448143005371108 0.24904999881982806 0.67223000526428234 91.69946670532228 71.927349090576186 129.12750244140628 51.911022186279304 2077.4470214843755 53.214130401611335 1.5271995663642886 0.18998345732688907 266.79499816894537 88.353219990000014 0.089999500662088408 0.12999981641769412 110.93805313110353 2.6399934291839604 -1.0000000180025095e-35 4745.8298339843759 decision_type=10 2 10 10 10 10 10 10 8 10 2 8 10 8 10 10 10 8 10 10 2 10 8 10 10 10 10 10 10 10 left_child=23 2 3 13 16 6 -6 8 -4 10 12 21 -9 14 -2 -7 17 -5 -19 20 -18 -10 -11 -1 25 26 27 28 -25 -24 right_child=1 -3 7 4 5 15 -8 9 11 22 -12 -13 -14 -15 -16 -17 19 18 -20 -21 -22 -23 29 24 -26 -27 -28 -29 -30 -31 leaf_value=-1.096016483478011e-05 -0.14493262099933579 -0.09211594720018261 0.12629822136424199 0.10523159093340102 -0.13971943624586541 -0.52385596862398109 0.09824800945539032 -0.2050329101075361 -0.046165087195675511 0.14602572615406306 0.090012489286225517 0.017845201550767971 -0.01573393289366842 0.14339278530988805 0.09838112027269047 -0.10043423382079655 0.1101913352928896 0.098832776878095802 -0.18287975158950565 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0.0746893 -0.0175371 0.0380107 -0.00213777 -0.0424337 0.0331523 -0.0312764 -0.0760231 -0.107581 -0.0515964 -0.0914561 -0.153965 0.104429 0.0544768 -0.0397124 0.13438 0.146871 -0.117384 0.101529 -0.000114204 -0.0310181 -0.0489823 0.0107949 -0.0540395 -0.172228 0.0331734 internal_weight=0 96.1448 82.7429 42.2411 35.61 8.68295 6.17055 40.5018 18.9097 21.5921 11.117 15.7703 6.82394 6.63104 5.50559 2.5124 26.9271 10.0935 3.53441 16.8336 15.6107 10.9469 10.4751 9855.13 32.8143 28.0559 11.856 6.43597 1.80705 4.13028 internal_count=86175 1590 1086 806 701 221 120 280 111 169 63 83 42 105 93 101 480 181 105 299 262 55 106 84585 636 564 272 176 128 44 is_linear=0 shrinkage=0.1 Tree=302 num_leaves=31 num_cat=0 split_feature=3 1 1 8 8 6 9 9 9 9 1 9 7 9 1 8 9 8 1 9 7 4 9 6 9 2 4 8 9 5 split_gain=0.998786 4.32631 5.83804 5.81499 7.63407 14.0766 6.62398 15.5606 13.7811 11.2211 12.4716 15.4016 15.6706 12.7014 8.4152 8.33917 12.7565 14.0036 12.1978 10.0714 11.2605 10.5418 8.12725 9.83835 13.1608 7.47924 11.277 7.28993 11.5364 17.8351 threshold=580.35501098632824 114.81845092773439 113.76994705200197 39.379337840000005 48.197255490000011 56.420606613159187 1.0727607607841494 1.099329471588135 1.1043708920478823 1.1243017911911013 87.930801391601577 1.1392991542816164 88.358043670654311 1.1477001309394839 102.86154937744142 55.434759575000008 1.0580517053604128 49.976338770000005 102.23339843750001 1.0580517053604128 94.31333160400392 0.11000333353877069 1.1710925102233889 55.397573471069343 1.546302378177643 1188.1757812500002 0.020010000094771389 83.507371530000015 1.2762882113456728 2.6500051021575932 decision_type=10 8 10 10 10 10 2 2 2 2 10 2 8 2 10 10 2 10 10 2 8 8 2 8 2 10 8 10 2 8 left_child=-1 2 3 -2 5 -5 15 -8 -9 25 11 -11 -13 -14 27 16 17 18 -6 20 -17 -21 -16 -24 -25 -10 -27 -12 29 -29 right_child=1 -3 -4 4 6 -7 7 8 9 10 14 12 13 -15 22 19 -18 -19 -20 21 -22 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=-0.00051670983312796643 -0.054182863187070641 -0.0051693477220441332 0.047993322519189245 0.057330653571318814 -0.10271618550864157 -0.018548549512221024 0.044938086906003739 -0.064143889094813208 -0.0045869414317978368 -0.075612553458019746 0.029347536005657111 -0.09823310180302941 0.070563273584396277 -0.007534008181117333 0.055416508528267953 0.06577029008644418 -0.14803652490119376 0.03527196134658795 0.027270844547313829 -0.10734176033339755 -0.11747839034230619 0.037521349641988493 -0.038708240002599231 0.017767115490297504 -0.11707943944473725 -0.081725223123386898 0.073847005009836666 0.0277861989621489 0.022612968018781102 -0.09970933986543179 leaf_weight=7927.0484267086758 16.957889539640746 597.26352171481267 30.857741261846968 68.914838215336204 17.153849981725219 37.890694352099672 90.670544196851552 30.813222877681255 26.723947325721383 36.58723852224648 235.49920662335353 17.79328479085234 22.529969766736031 275.14495086087845 19.317640077322721 3.9128922484960666 5.4954015575349322 63.415072288364172 12.464786879718302 6.9945893352269195 23.448352417733986 17.82551349862479 81.719661976807402 96.370303623873042 7.8254342202999387 5.1266960054636002 51.117134024389088 20.180377392680384 76.596269579749787 24.045360273681581 leaf_count=67626 251 6435 370 504 102 250 644 149 186 194 1440 200 110 2566 110 101 39 318 57 187 334 86 1606 575 123 23 303 249 886 151 internal_value=0 0.00197384 0.00497116 0.00401782 0.00473531 0.0304115 0.00257388 0.00522669 0.00172203 0.00375855 0.000560848 -0.0141952 -0.00707217 -0.0016231 0.00981187 -0.0171063 1.21899e-05 0.00875727 -0.0480121 -0.0494295 -0.0912723 -0.00330273 -0.0063181 -0.0127327 0.00763971 0.0389704 0.0596664 0.0191024 -0.000866912 -0.0415326 internal_weight=0 2020.66 1423.39 1392.54 1375.58 106.806 1268.77 1118.06 1027.39 996.577 913.61 352.055 315.468 297.675 561.554 150.71 98.5291 93.0337 29.6186 52.1813 27.3612 24.8201 205.233 185.915 104.196 82.9678 56.2438 356.321 120.822 44.2257 internal_count=86175 18549 12114 11744 11493 754 10739 9515 8871 8722 8210 3070 2876 2676 5140 1224 516 477 159 708 435 273 2414 2304 698 512 326 2726 1286 400 is_linear=0 shrinkage=0.1 Tree=303 num_leaves=31 num_cat=0 split_feature=8 8 7 9 8 1 8 9 2 4 1 1 7 7 4 6 2 6 1 7 1 3 2 0 5 8 5 6 6 7 split_gain=1.03792 2.52647 6.07988 6.66015 11.9364 7.70108 6.76367 11.7416 5.72677 6.96527 5.26816 4.30201 4.25623 3.79681 7.2867 7.26857 3.82655 3.00096 3.31365 2.96902 3.59467 4.0983 3.73338 3.93571 2.85375 2.82931 2.73843 2.60606 2.55681 2.49644 threshold=88.172383900000014 87.716260455000011 103.57094955444337 1.5525022745132449 88.018790025000015 35.254999160766609 87.952414245000014 1.5962566137313845 317.81999206542974 0.010049999691545965 107.31589508056642 94.790111541748061 90.06866836547853 93.618850708007827 0.060004999861121185 50.41822814941407 201.88640594482425 52.311855316162116 117.24040603637697 98.483123779296889 48.145000457763679 438.30630493164068 390.20500183105474 0.26000010967254644 2.6694049835205083 87.952414245000014 2.6199631690979008 51.393583297729499 49.350814819335945 84.420028686523452 decision_type=10 10 10 2 10 10 10 2 10 8 8 10 10 10 8 10 10 10 10 8 10 8 10 8 10 10 10 10 10 8 left_child=1 -1 3 4 8 -6 7 -5 13 -10 12 -8 -9 14 16 -15 28 -7 24 20 22 -22 -11 -24 -19 27 -16 -17 -3 -2 right_child=29 2 -4 6 5 17 11 10 9 19 -12 -13 -14 15 26 25 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.241180220262656e-05 -0.07708300729631834 0.059803813155706237 -0.13563838912025497 0.10307426737933639 -0.054395168377578906 0.12167018251872785 0.17869021463918167 -0.066421066673902338 -0.12583651435898796 0.16955360402221065 -0.11037248290808982 -0.090455234154480368 0.051231180627012485 0.11910560840636264 -0.1175619216533772 -0.11890046341813065 -0.22698293145599602 0.10979480122491375 -0.12060979969705327 -0.067598434761933349 0.11637936692757418 -0.029394627470322721 -0.24260532857638625 0.0015987130391744533 -0.1158928247363788 -0.1750562506157271 0.10506582505828346 0.074707902914400867 -0.13828651825453028 0.0084041364978157569 leaf_weight=9617.2389402004774 3.4740196391940108 0.9396841796115053 4.0354510538745663 7.2433671578764942 4.1498239859938648 13.266654492152158 0.61239300481975334 5.8849875796586293 3.0642052506154878 0.74147864803672137 7.7025016122497609 19.643380378605798 6.4393549393862486 2.6851847718935451 0.8022580493707222 1.3656395672005603 3.8871269195806235 3.4881400007288894 1.1148849771416278 2.3018288697639937 8.4826066435198264 2.4961228526663044 1.0006873763049948 1.9382468721887567 0.66748890466988076 2.0549602210521698 1.7748436593101358 1.4162538429372942 2.1252605749759823 204.60318016140081 leaf_count=80129 23 7 143 38 20 225 6 48 98 5 107 539 38 18 73 10 58 140 22 323 145 155 18 53 49 10 44 95 61 3475 internal_value=0 -0.00016097 -0.0151393 -0.0106069 0.0116114 0.0687435 -0.0385463 -0.00603335 -0.0233476 0.012918 -0.0454957 -0.0823182 -0.00494886 -0.0659385 -0.107863 -0.0128267 -0.161104 0.0963099 0.0324743 0.0379857 0.0545649 0.0832362 -0.030962 -0.0815511 0.0735442 -0.0860691 0.0357613 -0.020335 -0.0775538 0.00697686 internal_weight=0 9728.56 111.325 107.289 59.7634 22.687 47.526 27.2702 37.0764 20.0252 20.0268 20.2558 12.3243 17.0512 9.52917 7.52204 6.95207 18.5372 5.27051 16.961 14.6591 10.9787 3.68041 2.93893 4.15563 4.83685 2.5771 2.78189 3.06494 208.077 internal_count=86175 82677 2548 2405 1629 456 776 231 1173 797 193 545 86 376 243 133 126 436 211 699 376 300 76 71 189 115 117 105 68 3498 is_linear=0 shrinkage=0.1 Tree=304 num_leaves=31 num_cat=0 split_feature=9 9 8 5 1 0 7 1 2 5 7 8 5 3 2 2 4 3 5 2 3 6 1 2 1 3 6 6 1 6 split_gain=1.07322 5.01156 16.3351 5.41537 6.36215 4.68139 8.76856 4.28572 4.54092 5.71064 4.08143 5.37876 4.00021 3.76065 11.4483 6.18496 6.16905 6.14628 6.45105 5.94712 4.72498 4.24149 3.73291 4.75285 5.15131 4.98199 3.94243 3.84079 3.73769 6.87692 threshold=1.6318134069442751 1.5900974869728091 87.291245100000012 2.5729150772094731 122.91839981079103 0.21000001579523089 93.559375762939467 157.25249481201175 47.444999694824226 2.4100500345230107 94.829181671142592 73.638540480000017 2.5800232887268071 20.755000114440922 410.31430053710943 346.63420104980474 0.080005999654531493 81.177448272705092 2.5800232887268071 17553.171875000004 32.200216293334968 62.096370697021491 100.96319961547853 6449.7519531250009 112.35755157470705 199.53859710693362 53.621620178222663 52.729789733886726 107.9310989379883 49.06915473937989 decision_type=2 2 10 8 8 8 10 10 8 8 10 10 8 10 10 10 8 10 8 10 10 10 10 10 10 8 8 8 10 10 left_child=1 -1 3 10 12 6 22 8 9 -7 -3 -12 -5 15 16 21 -15 18 -16 -19 -18 -10 -2 24 -24 -26 28 -27 -25 -30 right_child=5 2 -4 4 -6 7 -8 -9 13 -11 11 -13 -14 14 17 -17 20 19 -20 -21 -22 -23 23 26 25 27 -28 -29 29 -31 leaf_value=6.3091369250306353e-05 0.04199611243964102 -0.076997736789693016 -0.10683927500267876 0.085190237870669649 0.10770406557305752 -0.082598301520593775 0.079758153921320254 0.074503234143503502 -0.11652283418495771 0.097540787058034428 0.062748537527363354 -0.063176805314714243 -0.0086559551968306871 0.11121120754774756 -0.20986377223524794 0.010583728290965509 0.057993145795517079 0.060435047023336012 -0.043111680111564916 -0.090700936395456788 -0.074296712013350183 -0.02043788784158929 -0.078189385364198866 -0.0079067509911337347 0.10260693943131027 0.04638064270920815 -0.068857836407292622 -0.075400167164675402 -0.1047285404472411 0.073041552798811984 leaf_weight=9634.8723234357331 23.870855265762657 13.546264061529657 18.681969808181748 5.1893347445875397 6.7516373512407872 2.3894591201096747 20.374581459909678 5.5269912332296363 13.360856303246697 6.6784895639866599 6.8722835117951018 6.6979557164013386 36.412507297580305 8.8575649466365594 4.1636280938982972 10.643040981842203 6.0450092107057554 5.9387301662936789 5.2394634969532499 4.6360573418205604 4.8790220338851213 7.0017477869987479 14.153814473887907 17.185869485139847 3.93353374674916 4.205866275355219 4.7781844133278346 6.7399148624390373 2.4382821321487453 20.236681386828423 leaf_count=82789 177 250 611 49 127 35 301 36 87 68 82 90 486 80 21 78 35 53 38 33 31 36 121 106 64 27 88 41 15 120 internal_value=0 -0.000161268 -0.0231207 -0.00239681 0.0176631 0.00718032 0.0200919 -0.010656 -0.0165517 0.0500731 -0.0381672 0.000594705 0.00305024 -0.0250891 -0.0047317 -0.051194 0.0491939 -0.0581275 -0.116948 -0.00582398 -0.00109174 -0.0834837 0.00762898 -0.00350647 -0.0350011 0.00608146 0.0169775 -0.0286064 0.0272668 0.0539256 internal_weight=0 9729.02 94.152 75.47 48.3535 203.278 117.918 85.3601 79.8331 9.06795 27.1165 13.5702 41.6018 70.7651 39.7595 31.0056 19.7816 19.9779 9.40309 10.5748 10.924 20.3626 97.543 73.6721 29.0331 14.8793 44.639 10.9458 39.8608 22.675 internal_count=86175 84484 1695 1084 662 1691 1060 631 595 103 422 172 535 492 291 201 146 145 59 86 66 123 759 582 253 132 329 68 241 135 is_linear=0 shrinkage=0.1 Tree=305 num_leaves=31 num_cat=0 split_feature=9 9 6 9 3 7 6 6 4 9 9 1 2 5 6 3 3 1 6 1 8 8 5 1 8 0 7 6 7 1 split_gain=1.094 17.0937 15.7055 7.69388 12.9333 11.9245 9.98522 10.9583 10.9003 8.19595 16.521 6.99402 10.1276 7.31927 6.76113 7.89572 6.45536 6.1404 6.93755 5.01127 4.86185 6.44511 12.5519 13.5853 7.68838 9.70304 6.56833 6.28597 6.96035 6.18796 threshold=1.4366575479507449 1.4225609302520754 58.665687561035163 1.4601647257804873 4107.3850097656259 101.26604461669923 57.735210418701179 55.757673263549812 0.080005999654531493 1.5024287104606631 1.4836104512214663 79.720199584960952 1260.840026855469 2.5500099658966069 55.52289009094239 97.74499893188478 22.061336517333988 127.39005661010744 56.852272033691413 56.274999618530281 74.879702425000019 74.680035045000011 2.5699650049209599 100.33264923095705 74.751024620000024 0.31935000419616705 102.59058761596681 55.708833694458015 97.422809600830092 93.325000762939467 decision_type=2 2 10 2 10 8 10 10 10 2 2 10 10 8 10 10 10 8 10 8 10 10 10 10 8 10 10 10 10 10 left_child=1 -1 -3 4 5 6 7 8 14 10 20 13 -13 -7 15 -2 -15 -6 -19 -8 21 22 29 27 -23 -26 -25 -24 -29 -5 right_child=3 2 -4 9 17 11 19 -9 -10 -11 -12 12 -14 16 -16 -17 -18 18 -20 -21 -22 24 23 26 25 -27 -28 28 -30 -31 leaf_value=-0.00011852208824452138 -0.10361016685428664 -0.10344882656050949 0.25720032529428116 -0.12967681005366305 0.14277467845658651 -0.066159708365000916 -0.19497026760514369 0.073962307305299277 -0.099607950649928279 0.0032814961821471464 -0.10611016447864229 0.085798182687173985 -0.030250272875616869 -0.064697024423298485 -0.23619069842980314 0.22157266849401058 0.088743701618200721 0.18372480307775865 -0.19550685276689159 -0.060429121425783307 -0.067489408138520487 0.14679724180555617 0.18329305276415392 -0.10969015352638456 -0.11975038350012093 0.11160934133699135 0.11931567644057062 -0.053067231246321893 0.11245152849712321 -0.025656777414821461 leaf_weight=8988.0932686189626 1.022798459118355 22.856291072650496 1.2748385033628427 8.6005969718098658 12.096466348972168 3.9041098654270163 3.8377147316932652 12.947501602422561 11.76544082505279 682.70183638711023 21.096872940397589 10.777314720646244 24.883097942918539 2.9623375833034506 0.56798289099242527 2.7659062810707837 36.83235426992178 0.79757607704959932 1.2206729739264117 9.9363312892674003 10.907356443814932 6.2959137409925434 5.2281540259718957 6.5283630364574474 3.6310592219233522 3.6198609322309494 1.5497757923440074 4.0919721797108632 6.7012278512120247 17.068523609355907 leaf_count=72958 268 978 39 50 235 20 16 96 66 8132 1017 108 147 35 6 338 232 68 6 54 601 31 26 348 37 17 58 22 30 136 internal_value=0 -0.000344183 -0.0843959 0.00328609 0.025201 0.0147327 -0.0277816 0.00544968 -0.049572 -0.00055363 -0.0280217 0.0376849 0.00482197 0.0645027 0.0855523 0.133786 0.0773215 0.115833 -0.0456413 -0.0979149 -0.00582606 0.00479669 -0.011849 0.0399807 0.0659499 -0.00424918 -0.0657558 0.0932941 0.0496992 -0.0605093 internal_weight=0 9012.22 24.1311 914.339 136.318 122.203 42.8437 29.0696 16.1221 778.022 95.3197 79.3592 35.6604 43.6988 4.35669 3.7887 39.7947 14.1147 2.01825 13.774 74.2228 63.3154 49.7686 24.0995 13.5468 7.25092 8.07814 16.0214 10.7932 25.6691 internal_count=86175 73975 1017 12200 1695 1386 844 774 678 10505 2373 542 255 287 612 606 267 309 74 70 1356 755 670 484 85 54 406 78 52 186 is_linear=0 shrinkage=0.1 Tree=306 num_leaves=31 num_cat=0 split_feature=2 1 4 6 7 2 0 6 3 6 5 1 7 8 9 9 8 8 5 9 9 9 1 9 3 1 9 4 9 9 split_gain=1.01468 3.91576 3.71166 10.3546 10.1386 8.65518 6.47768 7.59194 4.12252 3.86943 5.42958 5.95539 9.13379 7.20845 9.93546 13.9997 9.55317 17.125 12.6369 9.73741 9.58711 8.69077 11.708 8.89488 7.52758 10.0159 6.26751 6.31341 6.12162 9.98587 threshold=282.41656494140631 40.679105758666999 0.18007667362689975 62.405439376831062 104.69990539550783 3040.8686523437505 0.12000017985701562 55.995513916015632 35.073699951171882 54.970867156982429 2.7161099910736088 164.55944824218753 95.737377166748061 73.638540480000017 1.0928202867507937 1.1026969552040102 73.244465885000011 73.056724475000024 2.4801000356674199 1.3990214467048647 1.3951563835144045 1.33274382352829 93.900451660156264 1.3131380677223208 450.58499145507818 113.47620010375978 1.1526684761047366 0.098001997917890563 1.3680611252784731 1.2560290694236758 decision_type=8 8 10 8 8 10 10 10 10 10 8 10 10 10 2 2 10 10 10 2 2 2 10 2 8 10 2 10 2 2 left_child=-1 -2 9 4 5 6 -4 8 -8 -3 11 13 -13 16 -15 -16 17 19 -18 20 28 23 -23 -20 -24 -26 -14 -28 29 -11 right_child=1 2 3 -5 -6 -7 7 -9 -10 10 -12 12 26 14 15 -17 18 -19 21 -21 -22 22 24 -25 25 -27 27 -29 -30 -31 leaf_value=0.0016795615462429721 0.029139004199193907 -0.0017462357404338998 0.039394792960185748 0.12063539315877787 -0.081700061607401606 0.071786633193752059 -0.02408860527863051 -0.014578259968463327 -0.14492774680106149 0.010199394635184818 -0.025529525858539653 -0.039465914663678429 -0.033251616214504287 -0.18604928143672078 0.087215001461390121 -0.004656146636607906 -0.11923137756662272 -0.078843523690725698 0.059781296238680316 -0.087671868292761732 0.15189734275332364 -0.045836112759918418 0.29981070186208481 -0.054994908213923513 0.23204424806499266 -0.035697277423378693 0.092204435227408524 -0.019933660587049987 -0.029535738444000727 0.049363261767328331 leaf_weight=2614.2055680838857 43.961126448361028 5629.3657603367337 12.584778690710662 4.954664696546387 25.295470517128706 11.446159760816952 4.1569164634565814 30.037963603390381 8.7997174803167564 654.50582396704704 60.155996360175777 67.953322537417989 12.581865485757588 2.9350782912224522 17.171221554279327 487.31012503977399 4.2038529589772216 21.416810914874077 42.807447746396065 9.7169261684175563 4.9420252889394751 2.7460752166807643 3.7057458534836742 8.0165147781372053 3.2436838299036035 2.4544548466801643 15.058077429304833 7.5318803638219824 33.645925285061821 72.296584240160882 leaf_count=22955 838 50672 66 148 237 61 21 150 63 3673 676 467 90 17 104 4091 28 173 193 274 22 38 27 85 19 22 132 37 259 537 internal_value=0 -0.00061618 -0.000796329 -0.0201986 -0.0277569 -0.00739871 -0.0237063 -0.0421764 -0.106159 -0.000532868 0.0039187 0.00512033 -0.018055 0.0068634 -0.00259642 -0.00152909 0.012421 0.0093667 0.0486351 0.011804 0.0130669 0.0598411 0.135821 0.0416775 0.188867 0.116715 0.0233117 0.0548157 0.0121647 0.0140951 internal_weight=0 7305 7261.04 97.2757 92.321 67.0255 55.5794 42.9946 12.9566 7163.77 1534.4 1474.24 103.125 1371.12 507.416 504.481 863.702 796.524 67.1778 775.107 765.39 62.9739 12.15 50.824 9.40388 5.69814 35.1718 22.59 760.448 726.802 internal_count=86175 63220 62382 746 598 361 300 234 84 61636 10964 10288 726 9562 4212 4195 5350 4938 412 4765 4491 384 106 278 68 41 259 169 4469 4210 is_linear=0 shrinkage=0.1 Tree=307 num_leaves=31 num_cat=0 split_feature=9 8 9 3 8 8 6 2 3 1 5 2 8 9 1 9 8 6 8 3 4 6 9 2 3 3 2 9 9 8 split_gain=1.09991 5.83963 5.25806 17.7738 11.4466 12.8283 10.4944 7.80926 9.52017 7.24706 6.92174 6.11809 5.73523 10.8572 14.2242 10.9639 16.1389 14.9299 9.96092 8.46433 10.0997 7.67775 7.31183 12.1931 9.47752 9.08796 8.0835 7.05949 8.10576 7.81405 threshold=1.3758142590522768 71.513231495000014 1.391429126262665 1439.5050048828127 73.498535265000015 81.947250455000017 54.174953460693366 8816.0419921875018 81.177448272705092 104.71112442016603 2.559956550598145 247.73229980468753 73.869909720000024 1.4366575479507449 109.12834930419923 1.406809985637665 76.303434405000004 58.665687561035163 74.493741635000021 19002.500000000004 0.069995000958442702 59.081159591674812 1.4183241128921511 490.38099670410162 288.44999694824224 66.740806579589858 1797.0034790039065 1.5335874557495119 1.4711266160011294 73.93013833000002 decision_type=2 10 2 10 10 10 10 8 10 10 10 10 10 2 8 2 8 10 10 10 10 10 2 10 10 8 10 2 2 10 left_child=-1 -2 3 4 6 -6 -3 8 -7 10 -8 -10 -4 14 15 -14 17 -17 19 21 -21 27 25 -24 -25 -18 -27 28 -15 -29 right_child=1 2 12 -5 5 7 9 -9 11 -11 -12 -13 13 18 -16 16 22 -19 -20 20 -22 -23 23 24 -26 26 -28 29 -30 -31 leaf_value=-0.00042202278029665778 -0.10031690510434661 -0.11813481093086294 0.019482978238706459 -0.097951463756284024 0.10492486422870813 -0.085773911041763864 0.017796759902510825 0.19617995392321397 -0.10718586494348731 -0.022469871415781089 0.20378408311359558 0.04393486290755113 0.014202161571389663 -0.019241636741995524 -0.094924339185223666 -0.10514704630078296 0.13714509166487815 0.24418340747411529 0.0075095778087314741 -0.047659840136242325 0.1907091005590347 0.012059533797340488 -0.074837118867922367 -0.05766434240115334 0.28681265966699948 -0.074842286946627035 0.021405128632543173 -0.10238819093051457 -0.10362592810907943 0.017553137828362476 leaf_weight=8614.7413576045947 5.4794214734647531 7.7124801892787209 147.00951755029382 11.209719828853848 30.729387056082487 7.8724876808118998 5.0701784081757086 2.5051335560274302 2.8706978230329687 16.979262754321098 3.3056022338569164 40.111076819273876 76.446343450515997 18.466509476304054 24.399281683246954 32.067180746234953 3.4775175391114308 1.2719717323780049 721.97226977466198 3.2858469262719145 3.8721485808491707 30.03183239325881 2.6140445748169432 1.0683864899037869 3.1638441958639305 19.729364359169267 15.646387667162342 7.0459927376359728 29.677629848942161 23.70865710824728 leaf_count=68890 3894 85 1176 121 207 118 32 56 50 96 18 308 543 101 909 633 20 6 7625 29 21 244 48 75 26 121 110 100 328 185 internal_value=0 0.00269975 0.0031362 0.0223445 0.0338546 0.0534561 -0.0159907 0.0238155 0.0153246 0.0150794 0.0911989 0.0338417 0.00101964 -0.0016468 -0.0239382 -0.0127989 -0.0389143 -0.0918192 0.00313792 -0.0240501 0.0812869 -0.0309719 -0.000318562 0.0949706 0.199853 -0.0171093 -0.0322729 -0.0473513 -0.0712589 -0.00992582 internal_weight=0 1298.8 1293.32 128.366 117.156 84.0888 33.0675 53.3594 50.8543 25.355 8.37578 42.9818 1164.95 1017.95 179.884 155.485 79.0387 33.3392 838.061 116.089 7.158 108.931 45.6995 6.84628 4.23223 38.8533 35.3758 78.8988 48.1441 30.7546 internal_count=86175 17285 13391 1091 970 739 231 532 476 146 50 358 12300 11124 2491 1582 1039 639 8633 1008 50 958 400 149 101 251 231 714 429 285 is_linear=0 shrinkage=0.1 Tree=308 num_leaves=31 num_cat=0 split_feature=6 2 7 8 6 8 4 4 1 9 7 4 6 0 0 3 2 6 7 5 1 1 5 1 2 1 3 3 8 2 split_gain=1.04815 5.93471 6.29648 7.46686 6.06366 5.88997 5.32324 5.03947 4.99374 5.40868 4.95631 4.8867 10.473 6.4122 5.97251 5.30321 4.636 7.65256 6.07762 7.76665 6.42876 9.34467 6.35859 5.42512 7.71764 6.12953 5.98183 6.72474 9.27991 5.25783 threshold=59.189291000366218 119.61317062377931 103.0540237426758 87.350006025000013 55.804910659790046 27.513094805000005 0.18389599770307544 0.18389599770307544 51.555000305175788 1.4462668895721438 105.86622238159181 0.21722232550382617 57.033216476440437 0.23703330010175708 0.39534999430179601 49.229299545288093 119.61317062377931 60.450513839721687 99.113479614257827 2.6146049499511723 87.930801391601577 109.12834930419923 2.6937448978424077 160.80149841308597 150.269401550293 134.77335357666018 17.637899398803714 170.41699981689456 57.860806910000001 272.85049438476568 decision_type=10 8 10 10 10 8 10 10 10 2 10 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 10 10 left_child=1 2 5 6 -5 7 -4 -1 9 10 -2 -3 13 -13 -15 -14 17 18 19 20 -10 -22 -20 25 -25 -18 -26 28 -28 -27 right_child=8 11 3 4 -6 -7 -8 -9 16 -11 -12 12 15 14 -16 -17 23 -19 22 -21 21 -23 -24 24 26 29 27 -29 -30 -31 leaf_value=-0.15299035384075352 0.0042138214738156772 -0.00032871548554401102 0.030570604464860065 0.10576267820032209 -0.092804950077670936 0.0064793589558023446 0.09434558822813055 0.1598186700780021 0.080468067877625171 -0.12461086978728826 -0.073287726766482861 0.090336976103639402 -0.14032893297490701 -0.12714442561706249 0.049168138868606888 -0.031434338179559734 0.0037880957718752269 -0.0008944510513593818 -0.067914422789315365 -0.10100305803054216 -0.094071877476422872 0.047418025534791575 0.097733125965480103 0.080800075305024338 -0.18459193535062274 0.09318817029458043 -0.080180022261628861 -0.10174494674278836 0.065272278853752128 0.018154674094128274 leaf_weight=3.760977320271194 24.070597579753667 8330.1837656795997 48.748592918593204 1.9685689839534442 7.0289183673157822 674.35206833546545 17.891598690126557 0.5967388437129556 10.313925210386516 6.0232429183088234 12.555828362732425 7.2623187415301782 9.7300668351817894 3.9185222896812775 3.7694808589149034 8.2763146013021451 385.64070296057616 197.02308399299363 46.622796839073999 6.8952490373630999 8.6582798387389648 10.127922174520789 2.438553474348736 5.1410523056983939 3.0450296550989178 14.375389817229005 7.9379960075020852 10.187421921407802 9.8035320080816728 26.655559961218387 leaf_count=73 243 72075 460 29 122 6422 139 177 92 72 393 44 50 207 127 62 2603 1702 362 79 51 67 29 29 23 80 43 85 53 182 internal_value=0 0.000285478 0.00878043 0.036148 -0.0493601 0.0057305 0.047693 -0.110155 -0.00351705 -0.0367956 -0.0223543 -0.000480759 -0.0389115 0.0229544 -0.0406972 -0.0902775 -0.00161158 -0.0117166 -0.0367847 -0.00557722 0.0170338 -0.0177926 -0.059681 0.00454768 -0.0326673 0.00769768 -0.0515005 -0.0369899 0.000193342 0.044443 internal_weight=0 9117.49 754.347 75.6377 8.99749 678.71 66.6402 4.35772 787.516 42.6497 36.6264 8363.14 32.9567 14.9503 7.688 18.0064 744.866 282.08 85.0567 35.9954 29.1001 18.7862 49.0614 462.787 36.115 426.672 30.974 27.9289 17.7415 41.0309 internal_count=86175 79987 7422 750 151 6672 599 250 6188 708 636 72565 490 378 334 112 5480 2382 680 289 210 118 391 3098 233 2865 204 181 96 262 is_linear=0 shrinkage=0.1 Tree=309 num_leaves=31 num_cat=0 split_feature=8 4 5 0 8 7 4 4 7 9 4 7 3 4 2 7 3 1 1 8 3 9 6 9 4 2 9 7 6 1 split_gain=1.04436 5.33256 5.09928 4.19138 3.53692 6.30579 7.82124 8.72317 7.07562 3.31939 8.07197 3.46624 3.29331 3.90631 3.2824 3.18082 5.86754 3.16947 2.99502 2.87334 2.54423 6.813 6.40571 4.36937 5.59782 5.50524 9.97903 8.1318 5.60443 4.26532 threshold=11.539578135000001 0.046223001554608352 2.746313333511353 0.044505000114440925 13.758170855000001 96.21506500244142 0.11695516481995584 0.062998499721288695 90.432712554931655 1.0760917663574221 0.039029000326991088 89.716804504394545 48.10499572753907 0.1673805043101311 214.95999908447268 102.59058761596681 95.656948089599624 104.08095169067384 136.95379638671878 3.8536719175000003 262.00399780273443 1.024965286254883 54.031345367431648 1.0415483117103579 0.090002503246068968 635.75497436523449 1.0465513467788699 90.00799942016603 51.001256942749031 98.131198883056655 decision_type=8 10 10 10 8 8 8 8 10 2 10 8 10 10 10 10 10 10 10 10 10 2 10 2 10 10 2 8 10 10 left_child=1 2 -1 -3 5 6 7 8 9 11 -11 -2 13 -5 -14 18 -17 -10 20 -15 23 22 -22 24 -16 26 -25 28 -27 -29 right_child=4 3 -4 12 -6 -7 -8 -9 17 10 -12 -13 14 19 15 16 -18 -19 -20 -21 21 -23 -24 25 -26 27 -28 29 -30 -31 leaf_value=-0.13465749254742485 -0.11205257161059679 -0.10506714259884734 0.049719805819326807 -0.15782097586177746 -1.8512664036710711e-05 -0.11743053015430892 0.11626228311614191 -0.15777663051577376 0.0021630162920450694 -0.089937366820925457 0.10249029587003629 -0.0046280619504747624 0.072301251272906084 -0.104141756635514 -0.070643416485324281 0.090633032498027344 -0.10103807053718009 0.12002713340819596 -0.070429276529641496 0.16223572973504188 -0.10847674514650454 0.057597008637805897 0.069197489762073086 -0.10082668634408283 0.066789800465643798 -0.012012280214299524 0.070642587464658346 0.013379120498804695 0.12830794086822839 -0.072426704090347113 leaf_weight=4.8412873483321155 8.1233640518039536 3.0242521539330474 2.1734110079705715 2.3688280746573573 9687.9759998664049 6.7033958677202454 4.2120873481035224 4.5108905062079385 4.2949066758155805 4.3028338998556119 4.4184541329741478 4.7658815979957589 9.7394222584553045 0.73293233245931311 3.4917423203587559 2.1962029412388784 5.8551915916614234 4.8668476901948452 3.8998326882719985 0.90488362312316895 5.3809468405815988 35.325822420418262 3.2576282508671284 4.2287091910839107 19.598147439770401 6.9036239087581617 17.195096466690302 7.6467497944831875 4.8432312533259392 23.899504821747541 leaf_count=94 81 31 12 50 83879 65 20 27 26 20 24 31 69 704 19 12 87 34 25 6 137 203 19 29 113 45 105 42 25 141 internal_value=0 0.00781353 -0.0775306 0.0115437 -0.000150145 -0.0277537 -0.0125331 -0.0279087 -0.00887142 -0.0400933 0.00755199 -0.0723317 0.0137833 -0.075718 0.01612 0.0123128 -0.0487554 0.064774 0.0159369 0.0430302 0.018493 0.0381303 -0.0414753 0.0086607 0.0460066 -0.00466369 0.0367974 -0.0251809 0.0458418 -0.0516275 internal_weight=0 167.507 7.0147 160.493 9734.17 46.1987 39.4953 35.2832 30.7723 21.6105 8.72129 12.8892 157.468 4.00664 153.462 143.722 8.05139 9.16175 135.671 1.63782 131.771 43.9644 8.63858 87.8068 23.0899 64.7169 21.4238 43.2931 11.7469 31.5463 internal_count=86175 1968 106 1862 84207 328 263 243 216 156 44 112 1831 760 1071 1002 99 60 903 710 878 359 156 519 132 387 134 253 70 183 is_linear=0 shrinkage=0.1 Tree=310 num_leaves=31 num_cat=0 split_feature=0 4 4 4 8 9 8 1 9 9 4 3 4 2 3 8 5 5 7 3 5 7 9 1 8 8 3 7 6 7 split_gain=1.05908 6.99411 7.33169 11.5017 7.42936 7.30039 6.88682 6.83156 6.11696 12.4866 7.07315 5.96343 9.7783 5.95376 5.8782 5.65535 5.56884 5.50056 5.38839 5.37864 6.35511 5.36962 5.35963 5.48344 5.24388 8.49968 5.72353 5.10937 8.71858 7.13986 threshold=0.040049999952316291 0.049823999404907234 0.063723500818014159 0.076169498264789595 75.253016200000005 1.1710925102233889 47.827284630000008 188.28499603271487 1.219445586204529 1.2459819912910464 0.096158668398857131 104.41055297851564 0.091664999723434462 1647.2347412109377 57.305452346801765 75.396836080000014 2.5826166868209843 2.6280050277709965 96.436347961425795 1.7305999994277956 2.4500950574874882 93.113033294677749 1.4711266160011294 86.223232269287124 52.371645130000012 59.698715195000005 325.70500183105474 95.363800048828139 59.754011154174812 88.89941787719728 decision_type=8 8 10 10 10 2 10 10 2 2 10 10 8 8 10 8 10 10 10 10 10 10 2 10 10 10 10 10 10 8 left_child=1 24 4 5 22 6 17 8 10 14 11 13 -13 -5 -10 -6 -8 -4 -18 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7.77928 24.0165 59.7281 56.1045 8.67822 197.099 194.065 163.755 137.913 25.8418 94.0465 70.4819 68.7971 internal_count=86175 5969 3987 2206 1781 747 269 1459 1430 461 969 395 298 97 62 234 217 52 202 478 454 215 1547 1508 1982 1825 157 1482 1147 1140 is_linear=0 shrinkage=0.1 Tree=311 num_leaves=31 num_cat=0 split_feature=9 8 9 9 4 4 8 1 8 0 7 6 1 8 7 7 3 9 7 9 1 5 7 9 5 8 9 5 9 1 split_gain=0.982049 5.27795 5.11668 8.06606 15.8615 12.9505 18.792 12.1929 9.92323 9.86814 9.55745 8.82496 9.41878 14.8355 8.39974 8.16644 7.94073 12.3433 11.7643 13.8586 13.8617 10.4442 8.97236 8.39312 7.50753 7.18196 6.89802 6.62286 7.06466 8.86787 threshold=1.3758142590522768 71.513231495000014 1.3009637594223025 1.310455918312073 0.070594999939203276 0.13051400333642962 84.859308435000017 112.89480209350587 84.718582635000018 -0.079846628010272966 108.62688064575197 57.590518951416023 83.230804443359389 73.430923220000025 106.59830856323244 107.00885391235353 266.79499816894537 1.33274382352829 97.422809600830092 1.3359628319740298 83.832332611083999 2.5491399765014653 93.969257354736342 1.3642726540565493 2.6200132369995122 85.100540475000017 1.3131380677223208 2.4200600385665898 1.3131380677223208 60.010013580322273 decision_type=2 10 2 2 8 8 10 10 10 10 10 8 10 10 10 10 10 2 8 2 8 10 10 2 10 8 2 8 2 10 left_child=2 -2 -1 4 -4 -6 10 25 11 -10 -7 14 13 -13 16 26 24 -18 19 20 -19 -20 -21 -24 27 -8 -14 -5 -29 -30 right_child=1 -3 3 8 5 6 7 -9 9 -11 -12 12 15 -15 -16 -17 17 18 21 22 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.00027831158266237928 -0.10028963252507245 0.0029552034513184266 -0.10009414301043895 -0.10135425468521811 0.031173955337471238 -0.12945009103903779 0.13824374294773525 -0.06733338408165572 0.064416685243078614 -0.10052029316316727 0.099491848686397447 0.044286684192527827 -0.11345337249672244 -0.091783130969204429 0.18424638818380767 0.1696188152796802 -0.063538714436509519 0.21687136788365652 0.25959300312890365 -0.059443896629090609 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4.43596 5.04796 4.31026 4.84329 4.24258 6.7646 16.1217 threshold=89.084224700927749 3997.3659667968755 66.558369800000023 65.80944297500001 64.373716720000019 0.023005000315606598 68.008555565000009 81.06995010375978 1.0760917663574221 53.556535720825202 120.88949966430665 302.36500549316412 186.54541015625003 1.0000000180025095e-35 82.310581207275405 2.684436678886414 0.042416499927639968 88.358043670654311 1.0695490241050722 0.054487999528646476 0.09000007808208467 1.2543222308158877 88.773273468017592 86.751735687255874 54.627439498901374 155.9423522949219 2.6227700710296635 66.889917430000011 59.244131955000007 59.071444280000001 decision_type=8 10 10 10 10 10 10 10 2 8 10 10 10 10 10 10 10 10 2 10 10 2 10 10 8 10 10 10 10 10 left_child=1 2 3 4 5 10 -4 19 9 -7 -1 -10 13 -9 15 -15 23 18 -18 -3 21 -21 -11 -14 -25 -13 -27 28 29 -16 right_child=-2 7 6 -5 -6 8 -8 12 11 22 -12 25 16 14 27 -17 17 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.0058485291110437505 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8.3334124957764271 26.039141420915257 3.2198877148330194 3.4776956248097122 3.678440023213625 2.6678881496191016 104.19242696720903 2.5834254699584553 2.8311215452849892 24.767589830546058 85.427532420202624 43.80508877398097 6.6524424124509087 leaf_count=52 78553 293 54 133 153 274 1791 57 43 94 30 274 529 17 350 27 39 80 231 30 54 36 23 1161 33 17 321 716 650 60 internal_value=0 0.0034908 0.0158214 0.032223 0.0251831 0.0346708 0.00121291 -0.00641479 0.0418911 0.0177268 -0.053772 0.0614839 -0.00323778 -0.0147041 -0.0113952 0.113284 0.00814249 0.0419239 0.0214599 -0.0507987 0.00203293 0.058679 0.0745081 -0.000451349 0.0106044 0.0550402 0.0844669 -0.0141011 -0.0289025 -0.00337901 internal_weight=0 730.689 325.502 153.34 140.433 127.974 172.162 405.188 118.315 52.9771 9.65912 65.338 378.122 188.349 182.11 3.86832 189.773 38.4865 30.1531 27.0661 10.376 6.89833 14.8002 151.286 106.776 61.9443 27.5987 178.241 92.8137 49.0087 internal_count=86175 7622 3259 1414 1281 1128 1845 4363 1046 391 82 655 3950 1877 1820 44 2073 350 270 413 120 66 117 1723 1194 612 338 1776 1060 410 is_linear=0 shrinkage=0.1 Tree=313 num_leaves=31 num_cat=0 split_feature=3 6 9 9 9 5 5 8 8 9 9 9 1 2 7 8 0 5 9 8 5 6 7 8 3 2 8 7 1 8 split_gain=0.960679 4.13704 3.23793 4.33807 3.94476 4.03184 3.74 3.42075 3.78034 9.99553 8.46121 4.66196 4.54855 4.1429 4.21542 3.50393 6.44041 4.54257 6.09636 8.80367 5.02562 4.8368 4.2017 3.77355 6.87772 6.23733 3.74861 3.67599 3.1937 7.83068 threshold=6044.5651855468759 59.624731063842781 1.018160939216614 1.0198619961738589 1.0099684596061709 2.6200132369995122 2.5900232791900639 44.077775450000011 60.522278915000008 1.0514340996742251 1.0415483117103579 1.0399255156517031 95.10858535766603 474.27500915527349 91.530918121337905 71.117230790000008 0.10766500234603883 2.6300150156021123 1.2964575886726382 73.130797875000013 2.5273933410644536 57.660045623779304 103.0540237426758 65.80944297500001 7502.4851074218759 1611.8404541015627 68.343569515000027 102.59058761596681 102.23339843750001 47.827284630000008 decision_type=8 10 2 2 2 8 8 8 10 2 2 2 10 8 8 10 10 8 2 10 10 8 10 10 10 8 10 8 10 10 left_child=-1 2 4 6 5 -2 -4 -5 9 10 11 28 -12 -11 -15 16 23 18 19 -17 -21 22 27 24 25 -10 -18 -22 29 -9 right_child=1 -3 3 7 -6 -7 -8 8 15 13 12 -13 -14 14 -16 17 26 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00020536826589255867 0.06715230952000556 -0.050638417006430847 -0.15213253365624896 0.091425398754338583 0.090682528284337358 -0.12965921297181993 -0.010076124152900087 0.095000300912297289 0.13839195148503008 0.0080097775235453677 -0.025683663807060799 -0.12631371446245127 0.10838806537892989 0.064256654873489166 -0.10588458397966205 -0.11519181693144474 -0.10927515400410642 -0.014694713363891207 0.031154907594677525 -0.074533078735798272 0.001323597042274659 0.11829494991679755 -0.09734490495783682 0.021708068201892715 0.13295708319507857 -0.17207052702082837 0.091145217985745944 0.080376867629446805 0.027381107199979285 -0.05877122381995873 leaf_weight=9387.0375208267724 2.1128176999736734 18.559561725240201 3.6351291164755812 3.8362939730286589 7.8187642076991324 2.0516129082643602 3.7810125555843115 3.9900697767734554 1.0681271241046482 4.9985011406242874 3.4634637385606757 3.7886729538440695 9.3934457711875421 1.5732889231294418 19.567134444672774 7.0780489016324273 4.8551523603091473 162.20431795289915 70.157369171385653 7.9754872254561624 61.270133107202128 3.8386327102780333 3.9375694654881945 30.67101545415062 8.6155817007966089 1.6417525595461482 1.1552866704878395 6.5068014553980893 14.256954398006199 19.478101240703836 leaf_count=80739 117 131 16 23 155 104 28 29 8 29 15 16 51 24 336 79 280 2229 611 63 462 19 32 192 67 51 17 80 66 106 internal_value=0 -0.00432218 -0.00251142 -0.00384044 0.0488096 -0.0298072 -0.0797071 -0.00260475 -0.00340373 -0.023046 0.00138491 -0.0205687 0.0722711 -0.073864 -0.0932225 0.000859078 0.0260668 -0.00288786 0.00902476 -0.00811076 0.000963074 0.00893255 0.00307875 0.0399232 0.0892525 -0.0496985 -0.0707517 0.00891296 -0.00994888 -0.0326269 internal_weight=0 493.28 474.721 462.737 11.9832 4.16443 7.41614 455.321 451.485 80.5096 54.3707 41.5138 12.8569 26.1389 21.1404 370.975 48.0069 322.968 160.764 90.6067 83.5286 75.5531 71.7145 41.9965 11.3255 2.70988 6.01044 67.7769 37.7251 23.4682 internal_count=86175 5436 5305 4929 376 221 44 4885 4862 672 283 217 66 389 360 4190 615 3575 1346 735 656 593 574 318 126 59 297 542 201 135 is_linear=0 shrinkage=0.1 Tree=314 num_leaves=31 num_cat=0 split_feature=9 2 3 8 8 2 9 5 9 9 8 6 8 3 4 7 7 4 2 9 9 6 7 2 0 3 5 3 1 0 split_gain=0.957628 1.56759 1.43581 1.00418 6.93644 7.94186 9.76709 7.73284 6.45188 6.40799 6.28244 6.71587 5.88516 13.7801 11.2559 8.39232 6.64919 5.76395 12.4936 5.73846 8.71808 8.63006 6.68908 5.87645 8.46388 8.16739 7.05689 9.14867 6.34159 5.7375 threshold=1.0016464591026308 69.795700073242202 4.6003799438476571 62.490172530000002 63.602178550000012 1037.2650146484377 1.087821424007416 2.5399399995803837 1.2644609808921816 1.1577662825584414 63.49075426000001 48.898498535156257 60.751124400000009 52.958499908447273 0.040001999586820609 93.792598724365249 104.69990539550783 0.059196500107645995 2296.2648925781255 1.2779839038848879 1.2694969773292544 53.723968505859382 90.258865356445327 712.11749267578136 0.25002999603748327 1.7305999994277956 2.6300150156021123 2.920450091362 69.704998016357436 0.57029998302459728 decision_type=2 10 10 8 8 10 2 10 2 2 8 10 10 10 8 8 10 8 10 2 2 8 10 10 10 10 10 10 10 8 left_child=1 -1 -3 12 5 6 -5 -8 10 -7 11 -9 -2 16 -15 17 19 -16 -19 20 21 -14 -21 25 -25 28 27 -27 -23 -17 right_child=3 2 -4 4 -6 9 7 8 -10 -11 -12 -13 13 14 15 29 -18 18 -20 22 -22 23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.10890231027251851 0.00039771542171160372 -0.11378389018138294 0.081222516698712832 -0.045626181863071477 -0.00024384769045776778 -0.081919344946558864 0.15170342918019122 0.11039159095383883 -0.1150040535903725 0.0019236451486947474 -0.087822668910800275 0.011978210039693585 -0.10290407552655112 -0.1114084464218616 0.21656910629417769 0.013523810865816095 -0.1603757349907321 0.13675842901612509 -0.012839186517331017 0.0049605206598140892 -0.13902874910913121 0.060723358477647794 0.16927469765335651 0.15446776972133311 -0.00036687299794682063 0.083245005873573114 0.12576918077897697 -0.029638651290836295 -0.11252802796205073 0.0862344471075214 leaf_weight=2.0725153253952153 3169.4872349030829 0.55170535451907188 1.1962664630264042 37.815922800218686 6380.5867878777626 31.595848113298416 4.1395723267851272 8.6923104897141439 3.8428390241169827 12.812038638374359 4.882318712770938 34.282664112746716 7.8327305503189555 4.2360241366550326 3.7049091197550297 40.30179405794479 2.7553301681764415 15.42661776579917 8.7485265992581827 6.5990165142575261 5.0424641706049433 2.6623692174907765 3.9667954612523317 6.0727336928248397 8.4332949891686422 9.649104814976452 4.9926257701590648 28.05174120888114 10.233831100165842 14.851669277995823 leaf_count=271 22589 59 10 317 59953 248 63 48 512 544 37 193 56 74 21 268 29 111 72 149 35 31 35 28 44 53 34 135 87 69 internal_value=0 -0.0500756 0.0196734 -3.35419e-07 -0.00072369 -0.0228995 -0.00638431 0.0201912 0.00966115 -0.05773 0.0196715 0.0318837 0.00140594 0.0188145 0.047595 0.0557067 -0.00726932 0.100422 0.0826219 -0.00275923 -0.0115981 -0.00335249 0.0666501 0.00777174 0.0644524 -0.00701897 0.0140476 -0.000747357 -0.076761 0.0331033 internal_weight=0 3.82049 1.74797 9871.7 6518.65 138.064 93.6556 55.8397 51.7001 44.4079 47.8573 42.975 3353.05 183.562 87.2695 83.0335 96.292 27.8801 24.1751 93.5367 82.9709 77.9284 10.5658 70.0957 14.506 55.5897 42.6935 37.7008 12.8962 55.1535 internal_count=86175 340 69 85835 61915 1962 1170 853 790 792 278 241 23920 1331 615 541 716 204 183 687 503 468 184 412 72 340 222 188 118 337 is_linear=0 shrinkage=0.1 Tree=315 num_leaves=31 num_cat=0 split_feature=9 6 1 5 9 1 1 1 8 3 2 2 1 7 6 7 2 3 9 1 2 9 6 6 5 6 7 4 9 3 split_gain=0.919925 3.10881 3.35886 5.23088 4.446 3.38293 2.96351 3.58952 3.54361 4.39412 3.27932 3.87132 3.09491 2.97539 4.13106 3.52553 4.92557 3.96473 3.03111 2.87904 4.98335 4.11483 3.65546 2.69562 2.66445 2.51124 4.46366 3.62149 3.18604 2.78936 threshold=1.0116130113601687 53.760551452636726 95.72259902954103 2.6131182909011845 1.0066126585006716 131.06404876708987 73.662002563476577 119.45774841308595 50.568756935000003 899.02999877929699 69.795700073242202 169.55500030517581 48.145000457763679 112.07624816894533 59.289501190185554 99.014732360839858 335.27999877929693 417.16500854492193 1.0083022713661196 61.094999313354499 9.5950002670288104 1.0049744844436648 56.262248992919929 51.996004104614265 2.6300150156021123 62.096370697021491 105.58964920043947 0.15221333503723147 1.0049744844436648 2.59309995174408 decision_type=2 8 10 10 2 8 8 10 10 8 10 8 10 8 8 8 10 8 2 10 8 2 10 10 10 10 10 10 2 10 left_child=1 2 -1 -4 5 -5 8 25 9 10 19 -12 -13 14 15 16 -9 24 -15 20 -3 -22 -21 -7 -18 26 27 29 -28 -8 right_child=-2 6 3 4 -6 23 7 13 -10 -11 11 12 -14 18 -16 -17 17 -19 -20 22 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.1241084286608226 0.00012604655880462876 0.14075772278350038 -0.082563711253099054 -0.093967355331385241 0.099088275963954434 -0.028702272274230875 -0.072632787918497879 -0.11377274107223544 0.12072327636905192 -0.12867941434609317 0.11019083841227058 0.10221361284042628 -0.053035723886347363 0.09108819633651026 -0.071272283968902644 0.10040214144467395 -0.0044367103122154852 -0.061606204584809934 -0.02198354565735363 0.052909763942248292 0.0023726236153195032 -0.13244068852721358 -0.10089177807043924 0.11555785151698805 0.092997382697549966 -0.076810711271892859 -0.052038355761144475 -0.13393108622701391 0.075576196536391804 -0.018322832168709766 leaf_weight=3.1626442056585828 9653.6900529266386 1.2497950146498631 4.4305163147437296 2.9910857283975902 7.0510584563016883 2.7387661859393129 10.696101427058236 3.3634274583309987 2.8897815980017176 2.2815480336485043 6.3481800334993723 1.9026341767312267 3.9496566169545986 7.1983515624888224 7.5987840816378585 3.9007690101861945 4.9771106150001252 4.3589687310159215 3.5350824296474457 9.1210124596545921 4.0975926330938819 5.059701070189476 1.8605530022978189 2.4576043309643865 6.4358944818377495 8.9104816580511379 2.6595799651113321 3.1334066405579497 7.3990483582019806 81.622361071873456 leaf_count=23 83795 143 43 29 45 18 263 20 33 172 64 118 30 87 41 26 25 35 31 104 75 27 30 27 33 104 41 55 51 587 internal_value=0 -0.00645205 0.0284565 0.0130764 0.0408832 -0.00924313 -0.0105488 -0.016705 0.0141948 0.0056127 0.0147345 0.0561055 -0.00256272 0.00853955 -0.00733488 0.0137557 -0.00390724 0.019522 0.0538477 -0.00886422 -0.0465519 -0.0721161 0.0268519 0.039525 0.0505072 -0.0258321 -0.0215269 -0.0282038 0.0418339 -0.0246152 internal_weight=0 217.381 22.8317 19.669 15.2385 8.18746 194.55 155.789 38.7605 35.8707 33.5891 12.2005 5.85229 41.3684 30.635 23.0362 19.1354 15.772 10.7334 21.3887 10.4071 9.15729 10.9816 5.19637 11.413 114.421 105.51 95.4519 10.0586 92.3185 internal_count=86175 2380 185 162 119 74 2195 1399 796 763 591 212 148 298 180 139 113 93 118 379 245 102 134 45 58 1101 997 905 92 850 is_linear=0 shrinkage=0.1 Tree=316 num_leaves=31 num_cat=0 split_feature=6 6 9 4 0 3 3 8 3 9 0 0 2 8 8 7 4 7 5 7 2 8 8 6 2 5 8 4 3 1 split_gain=0.971097 3.97681 4.92514 3.49909 4.3487 4.89794 4.30231 4.03892 3.62019 4.10426 3.63901 7.3259 6.29115 4.74697 5.96494 4.93907 4.90141 4.70551 6.18202 5.62577 9.11835 6.34924 10.1787 7.60312 5.88663 5.10378 5.00117 4.70368 4.62185 5.71023 threshold=61.314634323120124 59.754011154174812 1.6643133759498598 0.055514499545097358 0.29999986290931707 487.31999206542974 51.65050125122071 74.680035045000011 5455.2058105468759 1.3720922470092776 0.24000012129545215 0.26000010967254644 585.38000488281261 41.376632000000008 68.008555565000009 112.07624816894533 0.11567999795079233 99.809799194335952 2.5491399765014653 101.54062652587892 210.43499755859378 74.198335955000019 72.513157530000015 60.751745223999031 206.01550292968753 2.5099099874496464 49.585035525000009 0.090002503246068968 339.02232360839849 111.22568511962892 decision_type=10 10 2 10 10 10 10 10 10 2 10 10 10 8 10 8 10 8 10 10 10 10 10 10 10 10 10 8 10 10 left_child=1 -1 3 4 5 6 -3 -8 10 -10 17 -12 13 -13 -15 -16 -17 18 25 20 -19 22 -21 24 -23 -5 -22 -26 -20 -30 right_child=-2 2 -4 8 -6 -7 7 -9 9 -11 11 12 -14 14 15 16 -18 19 28 21 26 23 -24 -25 27 -27 -28 -29 29 -31 leaf_value=0.00018035531416899897 0.0055323110667195013 0.073496831716427541 -0.11684961715869194 0.0053083643884171069 0.12749572333918355 0.056843007948411489 -0.11544092719502633 0.024988023564728429 -0.12749158918238762 0.011191995251125703 -0.10682521326040667 0.040073038689742761 -0.10126715355400405 -0.046090552715334736 -0.011958554037220372 -0.082376899640639156 0.10356558670344967 0.086879800337524904 -0.030031004791050794 -0.0020150750781747061 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5.66616 5.83181 5.86808 4.31791 threshold=1.0016464591026308 69.795700073242202 77.08499908447267 55.204999923706062 0.071003500372171416 2.4801000356674199 723.62567138671886 70.163276672363295 90.54639053344728 70.190128230000013 69.961542290000025 72.669456165000014 0.32999996840953832 2.4100500345230107 2.3904000520706181 69.704998016357436 93.620300292968764 91.001350402832045 1.219445586204529 1.1661193370819094 1.1392991542816164 2.4702500104904179 78.435385745000019 81.700363159179702 112.89480209350587 58.975288391113288 55.616619110107429 90.188610076904311 2.4600499868392949 0.48205000162124639 decision_type=2 10 8 8 8 8 8 10 10 10 8 10 10 10 8 10 10 8 2 2 2 8 10 10 10 10 8 10 8 8 left_child=1 -1 -3 4 5 -2 9 8 -7 10 23 -11 16 14 -14 -12 17 18 19 20 22 -20 -13 -6 25 26 -25 28 -28 -27 right_child=3 2 -4 -5 6 7 -8 -9 -10 11 15 12 13 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 24 -26 29 27 -29 -30 -31 leaf_value=-0.10843857421370391 -0.18976041105307853 0.1380804197363924 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11.824799845926462 8.9002610910683853 32.256413336843252 5.7520461328676902 7.2675413293763986 40.03504543654708 16.475645035272464 2.3136188038624832 14.768152715641916 10.063664466986666 14.675335772393739 leaf_count=271 77 5 64 81723 1080 52 24 65 108 104 14 24 152 257 39 188 286 27 26 116 58 266 52 60 456 132 17 183 90 159 internal_value=0 -0.0506641 0.0154472 3.05972e-06 0.00537893 -0.049732 0.00752973 -0.019649 0.0103487 0.00846203 -0.00100235 0.017518 0.0116393 0.0374924 -0.00185753 -0.176959 0.000416308 -0.0132055 -0.00619668 0.0237902 -0.0187435 -0.0297894 0.0534967 0.000834595 -0.00992351 -0.0296205 -0.00235538 0.0186402 -0.0319893 -0.0597408 internal_weight=0 3.64026 1.69764 9862.34 354.851 13.3286 341.523 10.9715 8.63193 338.786 165.657 173.128 155.589 47.097 19.5533 1.71155 108.492 69.0008 64.2676 28.299 16.4742 35.9686 7.57393 163.946 105.599 65.564 34.413 27.1454 12.3773 31.151 internal_count=86175 340 69 85835 4112 302 3810 225 160 3786 2379 1407 1303 448 191 202 855 569 542 250 134 292 76 2177 1097 641 350 290 107 291 is_linear=0 shrinkage=0.1 Tree=318 num_leaves=31 num_cat=0 split_feature=6 9 3 7 1 7 2 2 3 1 4 7 8 1 3 9 9 1 0 7 1 7 5 2 2 9 2 1 6 1 split_gain=0.893016 3.07359 3.48972 3.96305 3.93162 6.71214 3.90206 4.73947 4.34686 5.42093 4.95726 4.79484 4.32873 4.72264 4.42487 4.09821 7.67497 4.95072 3.30633 2.82127 5.28245 3.41565 2.72224 2.51011 2.49903 2.48985 2.40915 2.53871 2.23693 3.66854 threshold=49.680486679077156 1.6808274388313296 865.23950195312511 107.00885391235353 44.649999618530281 90.726867675781264 1611.8404541015627 1000.029998779297 597.36499023437511 126.77050018310548 0.019995000213384632 95.482738494873061 68.343569515000027 87.354000091552749 222.09999847412112 1.2375842332839968 1.1661193370819094 119.78649902343751 0.026010000146925453 88.037700653076186 117.24040603637697 88.833370208740249 2.6500051021575932 5104.4030761718759 2814.2507324218755 1.1293502449989321 5104.4030761718759 80.410102844238295 48.697698593139656 97.810398101806655 decision_type=8 2 10 8 10 10 10 10 10 10 10 10 10 10 10 2 2 8 10 10 10 8 8 10 8 2 8 10 10 8 left_child=1 2 3 6 5 -4 7 15 9 12 -11 22 13 18 -15 16 -1 -17 -8 20 -14 -21 -10 25 -23 -16 -20 -28 29 -6 right_child=-2 -3 4 -5 28 -7 8 -9 11 10 -12 -13 19 14 23 17 -18 -19 26 21 -22 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0023431653047333765 -0.00015062072256099494 -0.059523588918582837 0.038332454683418893 -0.072686309665999982 0.057512342814063047 -0.19685006200434316 -0.11833259217221084 0.074747250723344719 0.090000998308583879 0.032227397130133992 -0.095312490763165794 -0.2154740012209847 -0.03745164357779817 -0.10605789918808564 0.085616391483175139 -0.076045193140765882 0.10738479742067174 0.066416600232533332 0.11649145999766722 0.16245428688824962 0.10277177782448838 0.10993956869521249 -0.069452516987382848 0.11709402801993632 -0.0078947093397668602 -0.08548216994632514 -0.077642611060914649 0.067804589068238427 0.060104408552522387 -0.039726344830175148 leaf_weight=34.220548362266527 9662.8494233415367 6.7888079993426791 3.2395824686100232 6.9062600358447517 8.3720674468204344 1.9403915873845106 1.2308922018855835 13.536465591751037 1.3343998815398643 4.4006575087551019 9.9113612114742846 1.9637192413210867 7.6848426842479984 7.4770927492208994 1.2455999925732615 9.746106341524861 8.7305389912798983 3.253696670901264 3.819459926337001 3.562116876128127 4.130540476180613 3.1726053434540527 5.4175013757194392 1.60875903442502 4.159511101024691 2.6814173793391092 1.9638588577508933 3.0855429079383612 26.714443986435072 7.2307963289931658 leaf_count=331 83415 52 95 236 98 16 17 172 12 41 89 10 98 176 10 192 66 54 25 27 34 34 90 34 35 65 39 40 397 175 internal_value=0 0.0066081 0.00893742 0.00124267 0.0324674 -0.0497657 0.00493345 0.0216511 -0.011939 -0.00237315 -0.0560965 -0.0779396 0.0144067 -0.0160598 -0.055883 0.00880534 0.0236947 -0.0403887 0.0352498 0.0454138 0.0115691 0.0821203 -0.0379392 0.0118875 0.0430922 -0.0312119 0.0565652 0.011236 0.0425334 0.0124493 internal_weight=0 199.53 192.741 145.243 47.4973 5.17997 138.337 69.4874 68.8499 60.1343 14.312 8.71562 45.8222 23.1126 13.0129 55.9509 42.9511 12.9998 10.0998 22.7096 11.8154 10.8942 6.7519 5.53578 7.33212 3.92702 8.86886 5.0494 42.3173 15.6029 internal_count=86175 2760 2708 1927 781 111 1691 815 876 764 130 112 634 406 285 643 397 246 121 228 132 96 102 109 69 75 104 79 670 273 is_linear=0 shrinkage=0.1 Tree=319 num_leaves=31 num_cat=0 split_feature=6 5 1 3 9 9 8 9 9 8 9 5 6 2 8 3 8 8 8 8 4 0 1 9 8 7 5 1 9 2 split_gain=0.919131 4.58969 3.75359 5.1944 5.00727 9.19834 6.37214 7.49041 8.29396 7.38691 8.03111 6.69958 7.67899 6.3613 6.39676 7.10593 5.76578 7.99364 6.35514 5.66493 5.53338 5.24741 4.95735 4.70933 7.08345 6.0613 7.00768 5.87707 5.29116 4.67182 threshold=51.514183044433601 2.4002467393875127 91.284999847412124 2.2710633277893071 1.2779839038848879 1.2762882113456728 66.889917430000011 1.3009637594223025 1.3529604673385622 72.910438015000011 1.5024287104606631 2.599985003471375 50.927904129028327 42747.324218750007 84.004879095000021 14.612899780273439 73.98361871500002 88.435926750000007 88.172383900000014 87.660003605000014 0.039905000478029258 0.25958661735057836 95.72259902954103 1.5147894620895388 88.018790025000015 90.667102813720717 2.6399934291839604 100.96319961547853 1.521198630332947 8367.0000000000018 decision_type=8 10 10 10 2 2 10 2 2 10 2 10 8 10 10 10 10 10 8 8 10 10 10 2 10 10 10 10 2 10 left_child=1 -1 3 29 5 16 -6 13 -9 -10 -11 12 -12 14 15 -8 22 18 19 -18 -16 -14 -4 24 -13 26 -25 -28 -29 -3 right_child=-2 2 4 -5 6 -7 7 8 9 10 11 23 21 -15 20 -17 17 -19 -20 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31 leaf_value=-0.11224036428705547 0.00031107287786569704 -0.11479019779577347 -0.033464965370987761 0.0096418133062669276 -0.045695710857681107 -0.13079257777353726 0.012414835834248229 -0.088416384690334346 0.12466398907291459 -0.1096086029668427 0.13842492672534326 -0.031801897761369179 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427 3479 1691 47 46 246 34 605 49 72 19 53 90 91 321 43 33 46 3 21 2760 102 125 84 72 76 812 112 internal_value=0 -0.00289274 -0.00247135 0.00692484 -0.00649733 -0.0125435 0.00542523 0.0107582 0.0020365 0.0073 0.0034768 0.00793121 0.0751215 0.0513355 0.066861 0.0811157 -0.0108557 -0.0426335 -0.0524757 -0.0430062 -0.0699873 -0.014528 -0.00686287 0.0014308 0.0439275 -0.00649257 -0.0136011 -0.00274192 -0.0116749 -0.0573109 internal_weight=0 996.082 992.258 297.627 694.63 460.9 233.73 211.651 174.207 164.627 159.433 153.391 13.531 37.4441 32.7916 29.6981 454.414 50.7234 47.7861 44.7676 3.09348 5.60013 403.691 139.86 21.9786 117.882 107.333 90.913 80.9237 12.0779 internal_count=86175 11735 11656 3688 7968 3677 4291 2600 2317 2071 2037 1432 89 283 230 137 3630 443 400 367 93 40 3187 1343 197 1146 1062 960 888 209 is_linear=0 shrinkage=0.1 Tree=320 num_leaves=31 num_cat=0 split_feature=8 8 2 4 4 9 9 3 1 9 5 6 7 9 9 9 9 9 5 9 9 0 2 0 8 4 4 3 7 8 split_gain=0.943211 10.6059 22.0494 10.6482 8.02032 8.66177 5.81041 5.41139 6.2727 4.52828 9.41885 8.68495 6.25505 5.66343 4.49695 20.398 14.3068 9.5413 17.9734 17.9994 13.5164 23.9788 13.0127 10.811 10.8638 16.9715 10.605 9.94124 9.30032 9.00369 threshold=61.319998600000012 60.751124400000009 238.2572937011719 0.1071133352816105 0.04040499962866307 1.0646093487739565 1.0497827529907229 417.16500854492193 66.378250122070327 1.162797808647156 2.6852366924285893 54.210170745849616 90.833644866943374 1.2779839038848879 1.1644290089607241 1.1744956374168398 1.162797808647156 1.1043708920478823 2.6510967016220097 1.1076380610466006 1.0977049469947817 0.10000500082969667 1285.6154785156252 0.157120056450367 59.244131955000007 0.045500500127673156 0.11100799962878229 161.82949829101565 86.454730987548842 60.182958530000008 decision_type=8 10 10 10 8 2 2 8 8 2 8 8 8 2 2 2 2 2 10 2 2 10 10 10 10 10 10 10 8 10 left_child=1 14 3 -3 -4 -6 -2 8 -7 12 13 -12 -10 -11 16 -16 17 20 19 -19 -1 -22 -20 24 -24 -26 28 -27 -25 -17 right_child=6 2 4 -5 5 7 -8 -9 9 10 11 -13 -14 -15 15 29 -18 18 22 -21 21 -23 23 26 25 27 -28 -29 -30 -31 leaf_value=0.00060052617009232531 -0.080510984026596011 -0.10061931307760415 -0.071805348325246141 0.052692730782722789 -0.062854264341092314 0.19281239728162383 -0.00058868630425727871 0.17501582201897498 0.19207723409055674 0.043158460273818769 0.046181522055098359 -0.11793737083131424 0.067448336556798105 0.20377933431658476 -0.076526717312029327 0.0019760126239973378 0.18716904149945091 0.10666719918948482 0.077138370902782083 -0.0081630331123051115 -0.13740840674708726 -0.0023657275514836372 -0.074466338227127324 0.0039116169031418032 -0.037808030322688591 -0.0097337831636381197 -0.10819089152477668 0.15106986676637757 0.10922751310930537 -0.041027363643003412 leaf_weight=2132.0337677088646 9.1090071616927144 14.676945237792099 4.1063624424859881 6.5528979678638271 4.4026528785470864 4.011892717331647 6590.6117640524662 5.7159192264080039 4.9435733743011978 5.4893275946378726 7.458847023546693 5.6797109721228489 21.722942352294922 3.6580952033400536 39.944275580346584 475.94792309514014 4.1745828688144675 14.526493921875952 63.518100217916071 226.33591123949736 19.863794930279255 38.895576900802553 17.633140336722136 12.662331767380236 22.01055271551013 5.8870439827442196 3.5071728341281405 11.081307426095007 24.823613606393337 54.235292022116482 leaf_count=15121 498 120 73 60 34 40 62103 24 29 33 56 81 110 17 298 3964 23 76 467 1506 116 222 97 63 146 27 59 49 181 482 internal_value=0 0.00138102 0.0355413 -0.0532973 0.0636117 0.0724266 -0.000698996 0.0825764 0.0726003 0.0627484 0.0294789 -0.024766 0.0905527 0.107391 0.000427324 -0.00761489 0.00219289 0.00189506 0.0160568 -0.00123758 -0.000703456 -0.0480173 0.0419101 0.0189847 -0.00933552 0.0201281 0.0580953 0.0952802 0.073653 -0.00242303 internal_weight=0 3255.5 88.4192 21.2298 67.1893 63.083 6599.72 58.6803 52.9644 48.9525 22.286 13.1386 26.6665 9.14742 3167.08 570.127 2596.95 2592.78 401.986 240.862 2190.79 58.7594 161.123 97.6052 56.612 38.9789 40.9931 16.9684 37.4859 530.183 internal_count=86175 23574 677 180 497 424 62601 390 366 326 187 137 139 50 22897 4744 18153 18130 2671 1582 15459 338 1089 622 319 222 303 76 244 4446 is_linear=0 shrinkage=0.1 Tree=321 num_leaves=31 num_cat=0 split_feature=0 9 4 5 9 9 6 9 4 4 1 9 6 6 5 5 9 9 1 5 4 8 2 2 9 7 1 9 7 7 split_gain=0.866814 5.88576 4.86732 6.23838 5.06615 6.7297 9.07573 5.50129 4.8256 9.82202 8.12372 6.88733 7.35914 6.47889 7.75483 6.84196 6.34981 10.7198 6.24783 6.74034 6.61591 6.76518 5.97383 5.88945 8.48974 9.28423 5.32475 11.9506 5.32409 6.96285 threshold=0.040049999952316291 1.5525022745132449 0.049823999404907234 2.7207033634185795 1.2762882113456728 1.3604496121406557 51.23481750488282 1.2694969773292544 0.063723500818014159 0.076169498264789595 138.72499847412112 1.0497827529907229 55.852941513061531 52.938869476318366 2.6199631690979008 2.6451699733734135 1.2210472226142886 1.239249646663666 95.410400390625014 2.5273933410644536 0.090002503246068968 73.557281720000006 646.41448974609386 5296.0021972656259 1.1459585428237917 101.26604461669923 70.174999237060561 1.2924330830574038 101.12480545043947 95.941101074218764 decision_type=8 2 8 10 2 2 10 2 8 8 8 2 10 10 10 8 2 2 10 10 10 10 8 10 2 8 10 2 10 10 left_child=1 2 4 8 7 6 -6 -1 10 -10 -4 -12 13 15 -15 -13 23 -18 26 -20 21 -21 -14 28 -25 -26 27 -19 29 -11 right_child=-2 -3 3 -5 5 -7 -8 -9 9 16 11 12 22 14 -16 -17 17 18 19 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.012895183658595932 -0.00026890094854681458 -0.065616582157064729 0.0023997914726545237 0.06842043204558701 -0.14214217713551511 -0.10074694721876132 0.11903452645415719 -0.13408214552618938 -0.028440510376672886 -0.0068330441773292372 -0.034013530329646213 -0.0036529844031843537 0.090501848529140172 0.14476493904189477 0.024274359423735011 0.13669622409556934 0.17152640817081563 0.17989473203368683 -0.060159116448975751 -0.010531674084827409 0.14932169931047121 0.12706027295883263 -0.063520032146332284 -0.028915195005189562 0.14927439964331199 -0.03819865262109387 -0.040858867683832727 -0.04438576758478012 -0.054958151908624742 0.052982881874714116 leaf_weight=141.16004391800379 9159.4168019792232 12.13284922391176 87.896936359873507 17.287409198266687 1.5508269475685654 2.4737123799859537 9.3647464528185065 3.8479793062433592 86.286162338335998 136.11844935628687 8.61864216160029 13.096884330734612 3.8379157977178666 19.307005846872929 7.3845735788345328 4.7271420806646338 5.5256572631187728 4.1396577991545218 4.0786934532225159 9.7828748925821873 8.571681433124466 5.6300470083951941 7.3231594413518915 8.2854197360575217 9.9634334072470629 3.5946578383445749 17.807460733223706 5.5757006970234215 18.505393452942371 22.706787460483611 leaf_count=1452 80206 179 746 314 41 265 121 42 655 986 52 100 20 114 38 24 29 20 33 74 60 31 53 54 56 35 119 29 111 116 internal_value=0 0.00341504 0.00465687 0.00936336 -0.0106767 0.0481782 0.0819279 -0.016111 0.00731642 0.000798218 0.0221597 0.049173 0.0620501 0.0802544 0.11143 0.0335693 0.010491 0.0386884 0.0254834 0.0586849 0.0788949 0.039728 -0.0105571 0.00183932 0.0508343 0.0995697 -0.00837021 0.0511789 -0.00419586 0.00171867 internal_weight=0 686.582 674.449 516.052 158.397 13.3893 10.9156 145.008 498.764 346.572 152.192 64.2953 55.6767 44.5156 26.6916 17.824 260.286 61.1118 55.5861 28.0633 23.9846 15.4129 11.1611 199.174 21.8435 13.5581 27.5228 9.71536 177.331 158.825 internal_count=86175 5969 5790 3869 1921 427 162 1494 3555 2408 1147 401 349 276 152 124 1753 395 366 198 165 105 73 1358 145 91 168 49 1213 1102 is_linear=0 shrinkage=0.1 Tree=322 num_leaves=31 num_cat=0 split_feature=9 8 9 3 0 0 9 7 8 5 9 4 8 0 3 6 5 8 1 8 8 2 6 2 8 9 7 8 3 4 split_gain=0.901854 8.1664 8.00728 9.94074 13.6329 9.6795 8.64082 9.45743 8.99202 7.9181 6.50369 15.1268 6.16612 20.4022 13.2184 9.86763 6.1601 15.0483 6.12395 7.96861 7.4243 5.95756 5.92371 5.92218 5.81278 7.66035 7.11094 6.68081 5.98226 5.80346 threshold=1.0828325152397158 74.680035045000011 1.0727607607841494 313.04499816894537 0.15478000044822696 0.40000005066394811 1.0777724981307986 93.739456176757827 59.86349009500001 2.6353199481964116 1.087821424007416 0.05587549880146981 68.163682825000009 0.48819999396801 243.87955474853518 52.968900680541999 2.68000340461731 55.038618855000003 77.730895996093764 72.669456165000014 76.526457160000021 109.0102005004883 60.300041198730476 47.444999694824226 74.151832615000018 1.0760917663574221 89.022712707519545 64.219771090000009 1.7305999994277956 0.15003500133752826 decision_type=2 10 2 10 10 8 2 8 10 8 2 10 10 8 10 8 10 10 10 10 8 10 8 10 10 2 8 8 10 10 left_child=1 2 16 5 6 -4 -5 -8 -9 -7 11 12 13 14 15 -2 -1 21 -14 -20 -21 23 29 -18 25 28 -27 -28 -11 -23 right_child=10 -3 3 4 -6 9 7 8 -10 24 -12 -13 18 -15 -16 -17 17 -19 19 20 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0022031503889223224 0.10392384203809944 -0.10546229137432279 0.046333136329993689 0.082889797601139847 -0.080714629317007583 -0.11361501613184449 0.06940168741052212 -0.13781094636967817 -0.0076407809326618052 -0.033310070571861153 -0.00010128001107816115 -0.063714830738502232 0.11900552102879701 -0.13543291251194312 -0.050444772900074368 -0.0051086465322594211 -0.047204574975730003 -0.07204199751399705 0.056303894948555366 -0.11532778378893012 0.035877854124357053 -0.0081726116518984256 -0.068215577755489726 0.12964132692365601 0.13390657329477126 0.034643989746658707 -0.12730466873984683 -0.010802870902659604 0.070329584955979116 0.052871487005742658 leaf_weight=1659.6438100030518 16.387538991868496 7.0805277415638548 127.54601316340268 13.625164305791257 21.147400743328035 5.6835125759243956 10.975767346099017 7.0513323470950153 21.450170559808612 7.8162104226648834 7463.7770075630888 53.741293252212927 6.843100086785852 11.948761437088249 22.600524971261621 16.819858744740486 2.7275951106712437 38.284248826050316 18.881431922316555 7.0108863189816448 6.0490564266219744 205.99479183927178 15.131385298867825 6.1932239290326834 3.5540699809789649 10.283537209033968 9.6611788962036389 10.034907911904154 19.375666547566652 16.847723069600761 leaf_count=11647 93 481 831 101 193 30 70 38 102 61 68155 402 55 100 126 91 512 818 87 39 27 1387 213 33 18 60 114 104 102 85 internal_value=0 0.00176093 0.00210399 0.0183018 -0.0128139 0.0302135 0.0142268 -0.00947153 -0.0398452 -0.000746151 -0.000529286 -0.02046 0.00135851 -0.0168427 0.00854809 0.0486979 -0.000129798 -0.0137068 0.0331561 0.0147638 -0.0452929 -0.00466111 -0.00766869 0.0755696 0.00981763 0.00210363 -0.0327575 -0.0679485 0.0405387 -0.00355745 internal_weight=0 2220.11 2213.03 268.205 74.2498 193.955 53.1024 39.4773 28.5015 66.4091 7624.06 160.282 106.541 67.7567 55.8079 33.2074 1944.82 285.179 38.7845 31.9414 13.0599 246.895 237.974 8.92082 60.7256 57.1715 29.9796 19.6961 27.1919 222.843 internal_count=86175 17000 16519 1824 504 1320 311 210 140 489 69175 1020 618 410 310 184 14695 3048 208 153 66 2230 1685 545 459 441 278 218 163 1472 is_linear=0 shrinkage=0.1 Tree=323 num_leaves=31 num_cat=0 split_feature=4 7 6 9 7 9 5 9 6 8 0 7 1 7 8 9 5 5 0 3 7 9 9 9 9 7 7 9 8 9 split_gain=0.92077 5.77159 7.48245 6.73899 6.09222 5.7335 5.45382 6.0311 6.33985 6.29737 7.68542 7.67568 6.98984 7.93614 6.77049 6.66362 8.90275 8.6439 9.11507 6.65263 7.26096 6.64175 6.35882 9.03653 8.68871 10.256 8.79023 6.61076 6.05823 12.1754 threshold=0.12381000071763994 100.03244400024415 52.69920730590821 1.0316978693008425 90.432712554931655 1.203055262565613 2.5360499620437627 1.0333229303359988 60.939382553100593 69.293986920000023 0.36394999921321874 91.41662979125978 49.80999946594239 99.70434951782228 65.747008215000008 1.2309741973876955 2.68000340461731 2.6534099578857426 0.22501661628484729 70.163276672363295 93.380386352539077 1.2276334166526797 1.219445586204529 1.2079980969429018 1.1946979165077212 97.657714843750014 97.422809600830092 1.1744956374168398 67.847581670000025 1.1392991542816164 decision_type=10 10 10 2 8 2 10 2 10 8 8 8 10 8 10 2 10 10 8 10 10 2 2 2 2 8 10 2 10 2 left_child=-1 2 3 -2 -4 -5 -6 8 -8 10 11 -9 13 -11 -12 21 17 18 19 20 -17 28 23 24 25 -14 -26 -27 -13 -30 right_child=1 -3 4 5 6 -7 7 9 -10 12 14 15 22 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 26 27 -28 -29 29 -31 leaf_value=0.00038143228827511159 -0.12099126271967971 0.0060284927483978505 -0.073307069219160789 0.043314937115788876 0.0059021802084990175 -0.025288032673571 -0.065367416848810589 -0.10058991795606115 0.048816759934231013 0.04378116830735046 -0.023022144200716903 -0.010761547525588703 0.087671178922453991 -0.1211049242205168 -0.1117259179200632 0.14339501342411329 -0.021828707922083846 0.11851371859656282 0.10818559772868426 0.061806595797519306 -0.059188304866605673 -0.1149668949947992 -0.075352181689626624 0.039454435390752447 -0.1357573233813141 0.015615859539594393 0.021664849874187028 -0.12726733365338996 0.16198900894407112 0.010164283807535679 leaf_weight=8433.1488702919996 3.131367164760376 515.03129384218482 14.97132750507444 57.650378212274518 189.14729594553864 15.446535830975334 36.387253588007297 7.5338599160313597 5.612623328663175 19.066475112689663 41.562534724129364 237.00771605782211 7.748590029776099 3.4467373930383465 10.851238261093384 1.9794254009612 24.982684047921794 13.840289402171036 10.160402170818992 10.512673722347243 16.661812426755205 5.4243594110012046 37.606662873411551 16.700366176664829 14.3654822409153 6.305975880706681 4.7100402265787116 6.6558418776839972 5.7952844053506842 59.638024657964706 leaf_count=75742 479 3945 98 366 1548 320 272 45 57 127 397 1251 48 37 97 15 207 87 76 59 90 22 252 79 63 60 20 32 25 259 internal_value=0 -0.00238788 -0.00728637 0.0226641 -0.0101096 0.028818 -0.00891753 -0.0135542 -0.0501085 -0.0108251 -0.00541485 -0.000623907 -0.0315159 0.0185374 -0.0413865 0.00132719 0.0274074 0.0505484 0.0266218 -0.00180395 -0.0376769 -0.00529206 -0.043492 -0.0222805 -0.0481941 -0.00334469 -0.0968874 -0.0577541 -0.00332501 0.0236111 internal_weight=0 1399.93 884.903 76.2283 808.675 73.0969 793.704 604.556 41.9999 562.556 445.95 393.537 116.606 22.5132 52.4138 386.003 78.1373 53.1546 39.3143 29.1539 18.6412 307.865 94.093 56.4863 39.7859 20.7104 19.0755 12.9618 302.441 65.4333 internal_count=86175 10433 6488 1165 5323 686 5225 3677 329 3348 2630 2136 718 164 494 2091 534 327 240 164 105 1557 554 302 223 140 83 92 1535 284 is_linear=0 shrinkage=0.1 Tree=324 num_leaves=31 num_cat=0 split_feature=8 4 5 0 8 6 4 3 4 7 1 1 3 4 9 9 3 3 6 2 4 9 8 1 0 0 7 2 9 4 split_gain=0.891549 4.39581 4.61183 3.62334 3.37506 5.71396 6.79469 6.31038 3.75746 3.70402 3.47283 2.8351 2.94967 3.4347 2.5524 5.95208 3.98419 4.09362 9.80214 9.37589 5.22807 4.27667 5.85938 5.80162 3.94602 6.90228 5.95543 4.36313 3.89475 3.51995 threshold=11.539578135000001 0.046223001554608352 2.746313333511353 0.044505000114440925 13.758170855000001 52.786998748779304 0.11200700327754022 137.19499969482425 0.050386000424623496 90.06866836547853 91.850250244140639 138.72499847412112 48.10499572753907 0.1673805043101311 1.024965286254883 1.0198619961738589 262.00399780273443 124.37325286865236 53.723968505859382 1548.749450683594 0.12996499985456469 1.0432021617889407 3.8536719175000003 102.54955291748048 0.20254000276327136 0.14000999927520755 89.276966094970717 5296.0021972656259 1.054794490337372 0.19910333305597308 decision_type=8 10 10 10 8 10 8 10 10 10 10 8 10 8 2 2 10 10 10 10 8 2 10 10 10 10 10 8 2 8 left_child=1 2 -1 -3 5 6 7 9 -7 -2 -9 12 13 -5 15 29 17 19 20 -16 21 -19 -23 -24 25 27 -26 -18 -20 -14 right_child=4 3 -4 11 -6 8 -8 10 -10 -11 -12 -13 14 -15 16 -17 24 18 28 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.13106458724858894 -0.046066518136979193 -0.10131552009035666 0.046303777299704016 -0.15222551890773195 -1.0334976456509843e-05 0.0096888310119880722 0.11323278210459786 0.063232817597329058 -0.13058580886155691 0.087747094757788191 -0.069557840309305896 -0.089700722611791101 0.14291566807529263 0.042733358966657392 0.048151952705990778 -0.081234740085373347 0.13045421876000499 0.075963009602332501 -0.093935614937164166 -0.10717624918494083 0.094152749059724733 -0.13083265765934821 0.077351302225082061 -0.031667822006244205 -0.018735033458694518 -0.084343923309065247 0.10446922359964772 -0.0075869059090519029 0.026075548120160736 -0.11628242639472364 leaf_weight=4.4377595931764509 3.0894717872142845 2.8369194306433192 2.1890955679118633 2.2262347592914002 9622.7661953658226 2.5746472813189012 4.0546582974493459 2.2038233280181911 7.3923922702670097 6.2600425556302071 18.520462894812226 2.6554493829607955 2.3718946538865548 1.5210817574643445 39.895451389253139 7.1684935856610537 4.4972304254770252 6.312217101454741 13.873030599206688 4.3054601401090613 7.6281131133437077 3.7835821807384518 7.2331919409334686 15.013236440718172 5.1259656399488476 5.1697682738304129 16.723429352045059 4.6646908745169648 3.3589128032326689 0.67247267017228329 leaf_count=94 13 31 12 50 83879 25 23 14 66 44 143 18 15 710 252 80 27 31 110 30 42 18 46 102 39 26 86 31 16 102 internal_value=0 0.00730607 -0.0724733 0.0106727 -0.000136822 -0.0277395 -0.00828604 -0.0246696 -0.0943506 0.0435295 -0.0554369 0.012733 0.0145279 -0.0730893 0.0167494 -0.0314845 0.0203298 0.010165 -0.00749689 0.033022 0.0196833 0.00211919 -0.0157878 0.0037786 0.0488184 0.00804187 0.075565 0.0601721 -0.0705426 0.0856612 internal_weight=0 163.664 6.62686 157.037 9666.86 44.0955 34.1285 30.0738 9.96704 9.34951 20.7243 154.2 151.544 3.74732 147.797 10.2129 137.584 101.403 57.2023 44.2009 39.9703 32.3422 26.03 22.2464 36.1811 14.3317 21.8494 9.16192 17.2319 3.04437 internal_count=86175 1968 106 1862 84207 328 237 214 91 57 157 1831 1813 760 1053 197 856 647 365 282 239 197 166 148 209 84 125 58 126 117 is_linear=0 shrinkage=0.1 Tree=325 num_leaves=31 num_cat=0 split_feature=5 4 4 3 5 9 4 9 9 1 6 3 3 3 0 0 9 9 7 7 3 2 3 7 3 4 5 9 9 0 split_gain=0.894588 3.14596 3.64675 3.84129 4.64695 3.21254 3.33041 4.31944 3.19309 3.12983 3.31512 4.71638 3.22038 3.05886 4.50256 5.32915 5.96436 10.313 5.8244 5.65266 5.38852 4.31271 3.93951 4.4152 3.84942 6.34572 6.66483 3.58604 5.7665 4.67589 threshold=2.7300167083740239 0.19435833394527438 0.17001000046730044 50.295619964599616 2.7500499486923222 1.024965286254883 0.16000332683324817 1.0316978693008425 1.0116130113601687 56.274999618530281 55.219902038574226 26.082884788513187 20.062123298645023 31.272417068481449 0.18000015616416934 0.3500001877546311 1.2661221623420718 1.2610664963722231 88.773273468017592 89.396530151367202 10.395199775695803 3040.8686523437505 45.620000839233406 93.146469116210952 14.215449810028078 0.053401499986648567 2.7453150749206547 1.28161096572876 1.5776674151420595 0.49205000698566442 decision_type=10 10 10 10 10 2 8 2 2 10 8 10 10 10 10 10 2 2 10 8 8 10 10 10 10 10 10 2 2 8 left_child=-1 2 5 4 -4 8 7 -7 -2 10 -3 12 -12 14 21 19 17 18 -17 20 -16 -9 23 -15 -20 -26 -27 29 -29 -24 right_child=1 9 3 -5 -6 6 -8 13 -10 -11 11 -13 -14 22 15 16 -18 -19 24 -21 -22 -23 27 -25 25 26 -28 28 -30 -31 leaf_value=-0.00022008405761683952 -0.039606490684405728 0.082518618427494209 0.090194867531155423 -0.13017358356037076 -0.070724323517791107 -0.11521659607009356 0.083150617926606385 -0.040715386475272487 0.11872844803554701 0.1259212985110143 -0.071332708995644853 -0.10644734497253844 0.15179093099313723 -0.10972625843173696 -0.13943841975158444 0.11221980549695076 0.044282075432176909 -0.2251688123673703 0.021607489633172983 0.077691602238014801 0.036144967715764247 0.030633172296821071 0.0045325695846322248 0.036083349322980206 0.017494159617573602 -0.27498834832374786 -0.0098489434406611488 -0.10278197000493501 0.042914217805157362 -0.075521946535541243 leaf_weight=9381.2868108265011 1.7616453557275225 5.019655111478639 2.8745765982894209 4.1049735294654965 4.7762502175173722 3.10720799001865 5.1512541163538108 21.289800935424864 4.5981192865874618 3.9347762428224078 1.024937257912826 3.3739019740605727 1.7536492794752119 6.7382917903014441 2.4627242514397922 3.3113995047751876 18.953547841141699 2.4775475673377505 6.2736955204745737 29.809422332356917 6.021237859094982 14.071307385398539 261.46135283701005 3.0018963098700624 3.282749634468928 2.4041850678622727 1.5653554892051031 8.0018682149748184 4.1127815963627645 7.5055719205993219 leaf_count=77615 24 32 17 31 41 45 47 278 78 45 541 25 9 153 31 47 182 18 137 325 75 187 2826 54 52 23 31 2699 443 64 internal_value=0 0.00437249 0.00279352 -0.0521346 -0.0102636 0.00434067 0.00324932 0.00223517 0.0748699 0.0492238 0.0222114 -0.0269917 0.0694873 0.00314132 0.0171895 0.0308204 0.00442893 -0.0346786 -0.00664875 0.0571948 -0.0148234 -0.0123235 -0.00226511 -0.0647882 -0.0357499 -0.0853677 -0.170433 -9.85287e-05 -0.0533198 0.00229863 internal_weight=0 444.226 429.119 11.7558 7.65083 417.363 411.003 405.852 6.35976 15.1069 11.1721 6.15249 2.77859 402.745 111.923 76.5619 38.2685 19.3149 16.8374 38.2934 8.48396 35.3611 290.822 9.74019 13.526 7.25229 3.96954 281.082 12.1146 268.967 internal_count=86175 8560 7908 89 58 7819 7717 7670 102 652 607 575 550 7625 1386 921 490 308 290 431 106 465 6239 207 243 106 54 6032 3142 2890 is_linear=0 shrinkage=0.1 Tree=326 num_leaves=31 num_cat=0 split_feature=3 6 9 9 5 8 6 1 9 5 8 9 8 5 7 6 8 2 2 2 2 9 4 3 8 6 6 5 2 8 split_gain=0.866457 2.91719 2.99 3.90918 5.54736 5.3677 4.12918 3.46058 3.40998 3.53323 2.73107 9.04606 8.10806 4.20075 3.7057 8.45057 3.66503 4.73153 3.11087 3.26866 3.24069 3.26855 3.08223 2.82427 2.79516 4.93242 4.06055 7.62268 4.37872 6.19556 threshold=6044.5651855468759 59.624731063842781 1.018160939216614 1.0232319235801699 2.5900232791900639 45.692128230000002 53.092426300048835 77.730895996093764 1.0099684596061709 2.6200132369995122 60.522278915000008 1.0514340996742251 53.814256215000007 2.5300999879837041 88.833370208740249 56.420606613159187 58.216000655000009 3321.141479492188 532.92172241210949 9734.2363281250018 3217.5720214843755 1.0333229303359988 0.040001999586820609 13029.415039062502 71.361888165000025 55.355739593505866 52.404510498046882 2.6600034236907963 2183.329956054688 72.513157530000015 decision_type=8 10 2 2 8 8 8 10 2 8 10 2 10 8 10 8 10 8 10 10 10 2 8 10 10 10 10 8 8 10 left_child=-1 2 8 4 -4 -5 -6 -8 9 -2 11 12 18 -13 15 -15 22 -18 -7 20 21 -20 -17 -23 25 -12 -26 28 -28 -30 right_child=1 -3 3 5 6 10 7 -9 -10 -11 24 13 -14 14 -16 16 17 -19 19 -21 -22 23 -24 -25 26 -27 27 -29 29 -31 leaf_value=0.0002035999687742767 0.063257011897083923 -0.043326577369582689 -0.13785269009808607 0.13242194205857563 0.076070379964329249 0.071209240183049846 0.021512421508952551 -0.1401371427740421 0.088029271012516397 -0.12718792174767787 0.028400853881133038 0.11233239847012387 0.10955218577197681 0.15089716267343908 -0.11773508739628878 0.044425945571424458 0.11221106038213541 -0.14953405521711435 0.048898645742733143 0.024679510266189877 -0.083591730787123592 0.0065940508688520638 -0.14485780189508138 -0.10021670666455454 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-0.0695009 -0.0787334 -0.0388344 -0.0766716 0.0160583 -0.011495 -0.0206335 -0.0400954 -0.0113607 -0.116944 -0.0461002 0.000400776 0.0215809 -0.00319919 0.00778126 0.0138176 0.0252955 internal_weight=0 485.735 467.463 456.147 14.0401 442.107 8.84739 5.31092 11.3164 3.9055 439.165 72.5761 47.5534 25.0227 23.8136 11.7714 9.81419 2.97166 41.1604 37.0648 25.9286 15.6138 6.84253 9.90406 366.589 53.2567 313.332 162.316 150.629 103.653 internal_count=86175 5436 5305 4929 98 4831 75 48 376 221 4810 620 231 389 373 205 189 56 196 178 126 79 133 48 4190 649 3541 1430 1179 826 is_linear=0 shrinkage=0.1 Tree=327 num_leaves=31 num_cat=0 split_feature=3 7 6 4 5 0 4 7 0 6 2 2 3 1 8 7 8 4 7 8 8 4 9 6 3 8 5 6 1 3 split_gain=0.848432 3.77418 3.96973 5.48075 4.51516 4.04229 11.3851 7.09034 4.84464 4.78983 4.64202 6.48447 4.15226 5.49363 6.64622 15.7502 7.36905 7.19537 5.96394 5.72859 11.303 5.11459 5.59399 5.52113 5.16812 5.10033 5.48443 4.97662 4.81545 4.80864 threshold=580.35501098632824 113.63326644897462 62.096370697021491 0.10000333562493326 2.5699650049209599 0.43000015616416937 0.084694001823663725 85.489490509033217 0.28000500798225408 57.16821479797364 5487.8325195312509 15114.193359375002 748.47998046875011 86.518749237060561 63.383482725 96.574840545654311 84.718582635000018 0.11328833177685739 88.430774688720717 82.251262175000008 83.507371530000015 0.049823999404907234 1.0432021617889407 55.479749679565437 652.61721801757824 72.792983550000017 2.7200067043304448 55.01366043090821 121.6716995239258 697.06835937500011 decision_type=10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 2 10 10 10 10 10 10 8 left_child=-1 2 5 4 -4 8 7 -7 12 10 -10 -12 13 18 15 21 19 -17 -2 25 -21 22 -15 24 -23 26 -16 28 -18 -22 right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 11 -13 -14 14 16 17 27 -19 -20 20 29 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00047824728940241209 -0.14320139042879684 0.1123567399122921 -0.11788724279393525 0.050498267261579369 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10.733583859167998 9.5199159684998431 4.1747216768562785 13.112055213190613 56.489272451028228 6.1680016101236097 3.4374593060929319 4.934231318999081 5.8856624625623217 leaf_count=67626 35 28 55 35 80 54 59 161 459 185 144 173 14741 22 153 60 254 21 543 120 89 92 174 37 108 382 156 29 68 32 internal_value=0 0.00183793 0.00166557 -0.0375162 -0.061913 0.00217773 0.0430958 0.0807007 0.00167181 -0.026367 -0.0425015 -0.000420088 0.0025676 0.0139986 0.0218725 -0.00956299 0.032043 0.097316 -0.0116905 0.0427628 0.0720589 -0.0385627 -0.0933379 -0.015202 -0.0337752 0.0272637 0.0638954 -0.0117242 0.0024737 0.0205857 internal_weight=0 1981.3 1978.22 25.5243 19.9847 1952.69 23.8485 18.3985 1928.85 59.7153 45.0835 16.5757 1869.13 271.596 207.88 50.8159 157.064 10.8453 63.716 126.163 43.6521 39.9706 11.9502 28.0204 23.8456 82.5111 26.0218 30.9008 27.4634 21.5754 internal_count=86175 18549 18521 170 135 18351 274 215 18077 961 776 317 17116 2375 1797 514 1283 81 578 932 241 433 196 237 200 691 309 351 322 121 is_linear=0 shrinkage=0.1 Tree=328 num_leaves=31 num_cat=0 split_feature=9 9 0 0 1 7 8 6 5 8 1 9 8 9 6 9 5 4 7 2 5 0 9 8 7 0 7 8 9 1 split_gain=0.926657 11.5187 11.5861 7.46442 8.33374 14.1388 8.89922 8.0216 5.12129 13.8767 5.04385 5.49368 10.5855 5.10096 5.02281 11.8154 7.50445 6.83583 7.88156 7.75171 7.44365 7.0193 6.70716 8.841 10.7292 6.97185 6.87555 5.851 5.78252 4.98172 threshold=1.0777724981307986 1.0727607607841494 0.10999006778001787 0.40000005066394811 113.19015121459962 101.68435668945314 71.117230790000008 55.096605300903327 2.68000340461731 55.038618855000003 120.1243019104004 1.0711222887039187 59.244131955000007 1.018160939216614 51.424877166748054 1.0299918651580813 2.7161099910736088 0.090002503246068968 90.124980926513686 138.53034973144534 2.7499500513076787 0.38000005483627325 1.054794490337372 50.568756935000003 97.732166290283217 0.17000003904104236 93.319149017333999 50.568756935000003 1.0646093487739565 80.730300903320327 decision_type=2 2 8 10 10 8 10 8 10 10 10 2 10 2 10 2 10 10 8 10 10 8 2 10 10 8 10 8 2 8 left_child=1 8 -3 4 6 -6 -4 -5 29 14 11 13 -13 -11 15 -10 -17 18 -16 -20 27 22 23 24 -21 -25 28 -19 -24 -1 right_child=-2 2 3 7 5 -7 -8 -9 9 10 -12 12 -14 -15 17 16 -18 20 19 21 -22 -23 26 25 -26 -27 -28 -29 -30 -31 leaf_value=0.013823583514548009 -0.00051117211091803989 0.10713871430075755 0.052937687774375512 -0.12316749369148877 -0.085311621091677128 0.10437448096776657 -0.10880376249818023 0.023586995540918577 0.094122471880983563 0.031751344244929834 0.03900660312132085 -0.13999004622052499 0.20687533255431748 -0.10891795032004335 0.084488550795909459 -0.087152551185439131 -0.014128385338309063 -0.02021773249741661 0.1276852355898099 0.040485979907459495 0.053885561374961477 -0.098801475172273209 0.073314269457614531 0.029826131437006999 -0.12267790321977592 -0.13182932262230893 0.14532127478980561 -0.12613544215297304 -0.058822599320302461 -0.00046857855933045406 leaf_weight=297.34429297565839 7757.700282038315 17.36744631989859 69.535608572885394 7.1306832479312989 13.342906358651819 5.5699186138808718 3.5767862143693483 7.7974480921402582 7.1827761224703854 2.8482310809195068 3.8607901082141316 1.7292855829000466 1.791047739330679 27.152409512447775 17.284004166722298 22.558608822524548 37.412231851369143 64.078299274668097 5.1961780921556047 27.98411775752902 12.886802971421274 6.3934799432754508 8.1065716594457644 3.8602054789662343 4.7081664875149718 8.6374321579933149 6.3328340984880915 5.6775684170424929 5.5994018316268912 1356.4739686488174 leaf_count=2737 70195 186 446 53 126 36 127 46 287 25 50 9 36 926 133 147 288 408 33 183 467 39 40 25 24 57 40 31 28 8947 internal_value=0 0.00187506 0.031381 0.0190792 0.0297195 -0.0294481 0.045025 -0.0465129 -2.05565e-05 -0.0124947 -0.0692293 -0.0816954 0.0364854 -0.0955629 -0.00379918 -0.0270805 -0.0415971 0.00504647 0.0234764 0.00974879 -0.0159391 0.00119252 0.0109936 -0.0103597 0.016988 -0.081898 0.0591478 -0.0288386 0.0193314 0.00210105 internal_weight=0 2059.42 124.321 106.953 92.0252 18.9128 73.1124 14.9281 1935.1 281.28 37.3818 33.521 3.52033 30.0006 243.899 67.1536 59.9708 176.745 94.1024 76.8184 82.6427 71.6222 65.2287 45.1899 32.6923 12.4976 20.0388 69.7559 13.706 1653.82 internal_count=86175 15980 1020 834 735 162 573 99 14960 3276 1046 996 45 951 2230 722 435 1508 602 469 906 436 397 289 207 82 108 439 68 11684 is_linear=0 shrinkage=0.1 Tree=329 num_leaves=31 num_cat=0 split_feature=6 1 3 2 8 9 2 8 3 7 3 5 7 6 8 8 1 1 7 9 7 8 5 9 8 9 1 0 5 2 split_gain=0.877176 3.39165 3.16694 4.94629 4.14808 3.82052 3.46614 6.43178 7.53989 8.55056 5.94099 5.33436 4.41396 4.09668 4.0403 6.81768 6.73889 8.02035 6.36788 5.27586 4.57915 4.27187 6.16769 6.54999 5.40415 5.51304 5.4878 5.06236 4.25606 3.99134 threshold=61.314634323120124 42.885000228881843 1154.7149658203127 430.78500366210943 74.980382370000015 1.2560290694236758 119.61317062377931 57.860806910000001 272.27499389648443 107.47714233398439 354.66000366210943 2.5900232791900639 99.70434951782228 61.834878921508796 56.065080170000009 67.847581670000025 103.78250122070314 84.454883575439467 103.21296691894533 1.2593680024147036 99.504287719726577 68.46405746500001 2.4801000356674199 1.219445586204529 83.723137205000015 1.2833399772644045 94.790111541748061 0.51504999399185192 2.5699650049209599 146.12154388427737 decision_type=10 10 10 10 8 2 10 10 10 10 8 8 8 10 10 10 10 10 8 2 10 10 10 2 10 2 8 10 10 10 left_child=-1 -2 6 -4 5 -5 14 10 -9 11 12 13 -8 -10 16 19 17 -3 -19 -16 -18 -17 24 -24 25 -23 -26 -28 -22 -14 right_child=1 2 3 4 -6 -7 7 8 9 -11 -12 -13 29 -15 15 21 20 18 -20 -21 28 22 23 -25 26 -27 27 -29 -30 -31 leaf_value=-0.00017928905066977332 -0.059541904547514693 0.072251239052750688 -0.089939576236565053 0.094832861217705178 -0.086306223653892247 -0.011531371257914287 0.062623155741431777 0.054504035976946308 0.021412574969866413 0.12879761442026297 0.10868947927737099 0.034554163189965674 0.045652847804704286 -0.10087485965635844 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21 94 15 118 195 66 50 48 189 106 47 52 30 28 158 internal_value=0 0.00527953 0.00700195 -0.0257758 0.00298154 0.0280796 0.010267 0.0226891 0.0363248 -0.00954148 -0.0158374 -0.0336221 -0.030744 -0.0694119 -0.000101799 -0.0112687 0.0245657 -0.0153208 -0.0569798 -0.0491755 0.0615293 0.00654439 0.000819936 -0.0319635 0.0296525 0.0656761 -0.0135584 0.0312019 0.0241175 -0.0472834 internal_weight=0 303.776 295.913 26.8065 18.5104 14.4489 269.106 122.432 90.4266 25.6675 32.0049 21.862 28.5833 14.3361 146.675 100.967 45.7076 21.9846 14.8976 32.2782 23.723 68.6888 65.2507 30.5334 34.7173 18.9332 15.7841 10.0137 13.7516 24.2819 internal_count=86175 2748 2383 182 130 96 2201 851 617 167 234 148 206 96 1350 920 430 242 133 377 188 543 522 237 285 97 188 82 94 181 is_linear=0 shrinkage=0.1 Tree=330 num_leaves=31 num_cat=0 split_feature=8 4 5 0 8 6 4 3 1 4 4 1 4 9 1 9 6 3 0 4 6 7 2 7 4 8 3 6 4 4 split_gain=0.884965 3.60565 4.15466 3.22396 2.62587 5.27891 5.57958 4.92043 3.70205 3.50873 3.32875 3.03958 3.6244 4.57518 2.44125 2.51069 5.11887 3.79173 3.35761 6.25786 6.48195 5.04118 2.85951 4.48987 6.26489 5.22413 4.85373 13.2388 5.98924 4.60483 threshold=11.539578135000001 0.046223001554608352 2.746313333511353 0.044505000114440925 13.758170855000001 52.786998748779304 0.11200700327754022 137.19499969482425 104.08095169067384 0.050386000424623496 0.064022999256849303 91.564998626708999 0.038122499361634261 1.0744642019271853 138.72499847412112 1.024965286254883 54.031345367431648 262.00399780273443 0.20781671255826953 0.083395499736070647 51.940803527832038 89.276966094970717 1548.749450683594 89.215847015380874 0.06591349840164186 8.0257143200000005 124.37325286865236 53.588890075683601 0.11200700327754022 0.1563455015420914 decision_type=8 10 10 10 8 10 8 10 10 10 10 10 8 2 10 2 10 10 10 8 10 10 10 8 10 10 10 10 10 10 left_child=1 2 -1 -3 5 6 7 8 -2 -7 11 -9 -13 -14 15 16 -5 22 19 20 -19 -20 23 -17 -25 26 -26 28 -28 -29 right_child=4 3 -4 14 -6 9 -8 10 -10 -11 -12 12 13 -15 -16 17 -18 18 21 -21 -22 -23 -24 24 25 -27 27 29 -30 -31 leaf_value=-0.12708845076213701 -0.030633710447793245 -0.099233616202141828 0.043823870052678529 -0.10567115170561066 -2.1337546180669417e-05 0.0084555855076186709 0.10597140688135137 0.090456180643274944 0.098240113923535544 -0.12845770330480832 -0.14745994257352651 -0.10797232383764317 -0.10614654902415013 0.039125257811071644 -0.085361106467592096 0.099277246661652219 0.036050294969107353 -0.0048555042610163267 -0.016722396984593272 -0.072770667670322822 0.16810370546749775 0.099279866579627646 -0.04098812901419057 -0.077755586415816369 0.029627795318565516 0.061979761857681864 -0.05148596482885142 -0.12403918990724334 0.089366732188604428 0.0036235013101428961 leaf_weight=4.0529073609923207 4.0412275195121818 2.6355926394462577 2.1912802420556545 5.0322790846257686 9602.7009105304587 2.5773004442453367 3.9147378914058164 1.821397677063948 4.9707067236304283 6.8379323109984398 2.9018751084804526 5.8964597769081548 3.234201844781639 6.5757581144571304 2.5153172276914111 5.7185908257961264 5.163851669349242 5.7393782883882505 4.9136363342404392 5.7104460671544066 3.4809731543064117 15.768677040934561 10.771954516414551 7.7886076010763636 30.258284348732559 18.955469440668821 4.4821296930313137 11.353741738945244 9.2469295710325223 3.761507272720336 leaf_count=94 25 31 12 499 83879 25 23 11 32 66 23 59 30 34 18 29 239 35 38 33 20 83 86 49 381 127 22 89 56 27 internal_value=0 0.00737766 -0.06711 0.0104117 -0.000131455 -0.024854 -0.00618934 -0.0211029 0.0404491 -0.0909794 -0.0482547 -0.0318305 -0.0460115 -0.00876875 0.0123298 0.0139885 -0.033896 0.0175277 0.0456317 0.00949339 0.060442 0.0717204 0.00774752 0.0134809 0.00776566 0.0162989 0.00164812 -0.0277031 0.0433825 -0.0922697 internal_weight=0 159.542 6.24419 153.297 9645.47 42.7716 33.3564 29.4416 9.01193 9.41523 20.4297 17.5278 15.7064 9.80996 150.662 148.146 10.1961 137.95 35.6131 14.9308 9.22035 20.6823 102.337 91.5653 85.8467 78.0581 59.1026 28.8443 13.7291 15.1152 internal_count=86175 1968 106 1862 84207 328 237 214 57 91 157 134 123 64 1831 1813 738 1075 209 88 55 121 866 780 751 702 575 194 78 116 is_linear=0 shrinkage=0.1 Tree=331 num_leaves=31 num_cat=0 split_feature=5 9 9 4 8 3 4 9 9 4 0 3 9 0 9 2 1 8 1 9 7 9 8 1 5 6 1 3 1 1 split_gain=0.888361 12.839 17.2815 13.4006 11.7668 19.1515 15.9338 10.9297 10.6444 12.5588 12.1989 10.535 12.888 13.9343 10.6758 13.0908 10.5258 9.98276 11.5448 9.08505 8.63025 8.55225 12.4366 8.46941 8.40487 8.12814 7.9747 8.99087 8.65898 7.95429 threshold=2.6485567092895512 1.2358905673027041 1.222699046134949 0.13950666785240176 68.008555565000009 134.34804534912112 0.11567999795079233 1.2292694449424746 1.2476399540901186 0.10101667046546937 0.21505000442266467 30.295001029968265 1.1109600067138674 0.54959002137184154 1.2128868699073794 1365.7219848632815 87.930801391601577 66.704003095000019 80.410102844238295 1.2476399540901186 91.760395050048842 1.162797808647156 60.076609070000011 61.094999313354499 2.6812050342559819 53.860177993774421 95.72259902954103 230.7561950683594 125.20989990234376 153.93620300292972 decision_type=10 2 2 10 10 10 10 2 2 10 10 10 2 10 2 10 10 10 10 2 8 2 10 8 10 8 10 10 10 10 left_child=-1 2 11 7 5 8 -7 -4 9 29 16 12 -2 21 26 -16 -11 18 20 24 -9 -14 -23 -5 -6 -21 -13 -28 -29 -3 right_child=1 4 3 23 19 6 -8 17 -10 10 -12 14 13 -15 15 -17 -18 -19 -20 25 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.00058796708233280421 -0.0051710035947450913 -0.11947172021349708 0.10287756743595858 0.01660991188182797 -0.030297486385757567 -0.1028168275502066 0.015073053304210056 0.20474999370697342 -0.0024312098445594555 -0.0028236700540675255 -0.080896345263181929 -0.0076346504827751547 0.065162924759866098 -0.079017129635031311 0.0011865923863551302 -0.11637233471623615 0.20211272093983054 0.096243753901302243 -0.039995054655580398 0.0051609170888722612 0.012728982322441457 -0.069377881804642785 0.035814934245316773 -0.12468350405327813 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0.020079 0.0360019 5.20148e-05 -0.052098 0.0780115 0.0308482 -0.000887965 0.00105289 0.0902701 0.0421644 0.0222351 -0.0301076 0.0637379 -0.0021881 0.00145951 0.00765134 0.0203289 -0.101484 internal_weight=0 2642.73 1879.76 104.751 762.974 315.79 62.0322 85.5826 253.758 45.3505 19.4455 1775.01 320.557 196.587 1454.45 38.2231 10.4925 48.1003 32.3843 447.184 9.72214 186.59 99.9654 19.1687 21.984 425.2 1416.23 842.562 336.196 25.905 internal_count=86175 29113 14831 688 14282 7195 3363 589 3832 354 122 14143 3159 1623 10984 322 58 317 208 7087 49 1502 903 99 161 6926 10662 5867 2754 232 is_linear=0 shrinkage=0.1 Tree=332 num_leaves=31 num_cat=0 split_feature=2 3 3 1 8 3 0 9 8 4 5 8 8 8 8 9 3 5 9 3 9 9 8 8 5 9 9 9 9 9 split_gain=0.99496 3.937 4.24901 5.04169 4.88678 4.77028 8.13253 5.11923 5.06389 4.33855 3.91397 3.70093 9.16955 6.3442 6.40051 11.2843 11.3235 7.00538 6.28084 14.9438 12.9971 14.648 12.0381 14.6855 14.1419 18.2468 12.9728 16.3183 13.8231 16.3516 threshold=482.65499877929693 72545.703125000015 5455.2058105468759 104.08095169067384 75.323073450000024 406.54499816894537 0.36834999918937689 1.6808274388313296 87.238997570000009 0.079994998872280135 2.6812050342559819 77.859354915000011 84.859308435000017 84.209998250000012 80.871604945000016 1.2425089478492739 1.224454998970032 2.6798100471496586 1.2560290694236758 44.471200942993171 1.27454149723053 1.2779839038848879 71.67887041500002 70.87353305500001 2.5800232887268071 1.2459819912910464 1.2161991596221926 1.204683840274811 1.1946979165077212 1.1744956374168398 decision_type=8 10 8 8 10 10 10 2 8 10 10 8 10 10 8 2 10 10 2 10 2 2 10 10 8 2 2 2 2 2 left_child=1 2 5 4 -4 7 8 11 10 -10 -7 18 13 14 15 16 -13 -16 22 20 -20 -22 23 -1 -24 26 27 28 29 -26 right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15 17 -17 -18 -19 19 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.002472280735335767 -0.00083031647013997371 0.071605183144161075 0.039626368922152808 -0.071831055294729773 -0.095466052487715364 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60.791457362414803 113.9109092184226 11.030383899807928 25.993212301284075 12.889057915657757 27.467369057238102 38.968753822147846 leaf_count=11899 52586 113 123 173 82 1804 108 110 377 37 311 31 4272 206 4176 100 268 29 326 3338 38 2529 681 351 1293 79 217 91 139 288 internal_value=0 0.00122989 0.00108611 -0.0351402 0.00765403 0.00138818 0.0131592 0.000335797 0.0161203 -0.0470147 0.0187447 0.000152842 0.00584418 0.0125642 0.0101915 0.0402859 0.062042 0.00649089 -0.00169104 0.00790777 0.0252618 0.0145172 -0.00414754 -0.00074633 -0.0208354 -0.0356792 -0.0419936 -0.0330718 -0.0408405 -0.0291055 internal_weight=0 3890.89 3882.95 32.1095 14.8219 3850.84 316.029 3534.81 305.615 12.1971 293.418 3526.66 862.98 605.6 574.716 62.9327 49.7895 511.783 2663.68 542.778 259.223 210.707 2120.91 1761.82 359.083 230.26 219.229 193.236 180.347 152.88 internal_count=86175 33589 33476 378 205 33098 2637 30461 2529 414 2115 30351 9082 4810 4604 399 299 4205 21269 6231 2893 2567 15038 12250 2788 2107 2028 1811 1720 1581 is_linear=0 shrinkage=0.1 Tree=333 num_leaves=31 num_cat=0 split_feature=9 8 8 9 1 7 2 5 3 9 1 7 2 8 9 7 9 8 8 6 8 2 9 0 8 8 9 0 7 7 split_gain=0.922056 7.18384 12.2254 7.24394 11.3134 19.447 10.8313 7.02251 6.05563 8.64551 7.43932 11.1853 6.56846 5.90291 7.06013 10.3716 8.04434 9.22346 9.42963 6.84336 6.32206 5.95078 8.17986 10.3452 9.57444 17.0542 15.1995 10.666 8.43478 7.47578 threshold=1.1326038241386416 47.827284630000008 40.321323380000003 1.1359563469886782 77.045616149902358 103.21296691894533 2673.954956054688 2.68000340461731 21.420949935913089 1.1293502449989321 104.08095169067384 92.275657653808608 282.41656494140631 87.887373765000021 1.0845726132392886 92.214447021484389 1.1059830784797671 83.89519991500002 83.758449285000026 54.354694366455085 83.945794545000012 498.66499328613287 1.0564270019531252 0.14000999927520755 56.065080170000009 53.053214340000004 1.018160939216614 0.064226582646369948 95.30426406860353 88.430774688720717 decision_type=2 10 8 2 10 8 10 10 10 2 10 8 8 10 2 8 2 10 8 10 8 10 2 10 8 10 2 8 10 10 left_child=8 2 -2 4 -3 6 -6 -4 9 12 -11 -12 -1 14 21 -16 -17 18 19 -18 -19 -14 23 24 25 26 -23 -28 29 -24 right_child=1 3 7 -5 5 -7 -8 -9 -10 10 11 -13 13 -15 15 16 17 20 -20 -21 -22 22 28 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0031930528926039587 0.049372131123372617 -0.12248692094302989 -0.1092709419904216 -0.00011411138241402047 -0.083614750381557759 0.079169598026343685 0.0066143029855938286 0.059248762182315312 0.0035123781827864856 -0.1155431086837663 -0.1222806103733354 0.10971168578151076 -0.025280873382295312 0.074234010917727161 0.10015071510131075 -0.070362557892249669 -0.054753951696762164 -0.16227553045635093 0.13737527337819999 0.059842662430193344 -0.023901144610134963 0.030147186049709146 0.038702249500739277 -0.085777406653328489 -0.07722572437628529 0.093934745105203221 0.08028069324265244 -0.10491338555260804 0.14204135306064644 -0.073474761402125291 leaf_weight=496.37649538622645 9.103814825415613 11.393924244679509 19.610351800212815 5951.7212422418088 30.494928006082773 16.710627226158977 23.600334670394659 2.8296200949698678 2814.1311902155139 13.12899197265506 3.7880279570817921 4.6044615991413602 111.47793937633287 7.388415925204753 5.1302797831594935 56.067775196395814 12.845320028252905 5.4637475311756107 5.5968365222215644 8.7680581323802453 8.3442652374505997 33.540402820333838 39.388194259954616 15.822350111237027 13.072633754869456 20.319226076826453 3.7031705044210002 19.411774085834622 6.6711494887713334 6.9960511077661058 leaf_count=4345 42 112 3130 55208 186 91 184 33 19405 131 29 26 994 43 29 402 263 25 23 49 38 192 322 247 145 112 24 267 31 47 internal_value=0 -0.000770136 -0.0483682 -0.000521306 -0.0300044 -0.0151224 -0.0442502 -0.0880211 0.0012309 -0.0059195 -0.0685363 0.00499981 -0.00438181 -0.0142763 -0.0160313 -0.0384195 -0.045742 -0.0120881 0.0216918 -0.0082647 -0.0786551 -0.00756825 0.00485627 -0.0112041 0.00189928 0.0153371 -0.0128516 -0.075244 0.036904 0.0217828 internal_weight=0 6065.46 31.5438 6033.92 82.1998 70.8059 54.0953 22.44 3712.04 897.906 21.5215 8.39249 876.384 380.008 372.619 102.216 97.086 41.0182 27.2102 21.6134 13.808 270.403 158.925 105.87 90.0472 76.9746 56.6553 23.1149 53.0554 46.3842 internal_count=86175 58986 3205 55781 573 461 370 3163 27189 7784 186 55 7598 3253 3210 829 800 398 335 312 63 2381 1387 987 740 595 483 291 400 369 is_linear=0 shrinkage=0.1 Tree=334 num_leaves=31 num_cat=0 split_feature=9 8 8 6 4 2 2 8 9 0 6 6 1 7 4 7 4 7 7 5 9 9 4 4 0 0 6 7 7 5 split_gain=0.93476 2.80241 5.21828 5.42362 4.33333 3.85255 4.03747 4.03693 7.06728 6.9945 4.49357 3.90313 3.6182 3.00729 3.2647 5.11739 4.36481 3.71133 2.66636 2.63053 2.94481 2.54882 2.53652 4.92144 5.55975 3.03425 3.82652 3.35566 5.73215 2.49329 threshold=1.0116130113601687 47.108760685000007 44.077775450000011 62.096370697021491 0.11000333353877069 323.08480834960943 515.77999877929699 42.537642925000007 1.0099684596061709 0.51010000705719005 58.295309066772468 56.852272033691413 173.65999603271487 102.59058761596681 0.075642000883817687 100.38489151000978 0.1020033322274685 95.941101074218764 88.50388336181642 2.6734716892242436 1.0083022713661196 1.0066126585006716 0.049060000106692321 0.06591349840164186 0.11742848530411722 0.42000003159046179 56.538747787475593 102.73867416381837 96.574840545654311 2.4500950574874882 decision_type=2 8 10 10 10 10 8 8 2 8 8 8 8 10 8 8 8 10 8 8 2 2 8 8 8 8 8 8 10 8 left_child=1 2 3 4 5 7 -7 8 11 -9 -10 -1 18 14 -13 17 -17 -16 -3 -8 -21 -11 -20 -24 -25 27 -27 28 -26 -6 right_child=-2 12 -4 -5 29 6 19 9 10 21 -12 13 -14 -15 15 16 -18 -19 22 20 -22 -23 23 24 25 26 -28 -29 -30 -31 leaf_value=-0.071937501320688144 0.00013280453313238401 0.15704796685432587 -0.07535823638221012 -0.099413803909185361 0.0038550030947552549 0.083639865662095844 0.034562928558798986 -0.099280208863506747 0.0027424132688508088 -0.0089075018526144339 -0.1303254317011778 -0.084367236798396639 -0.07504758986026977 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106 22 26 22 44 24 23 23 18 25 460 28 33 72 37 73 30 30 13 12 154 132 34 306 internal_value=0 -0.00656919 -0.01298 -0.0078209 -0.0038671 0.00250474 0.0281479 -0.00936736 -0.0178685 0.0455313 -0.088817 -0.0045694 0.0139787 0.00461576 -0.00131089 0.00622943 -0.00824986 0.080183 0.0220122 0.00997977 -0.0254886 0.0871752 0.017757 0.0259768 0.0136596 0.0283417 -0.0172125 0.0495583 -0.0109306 -0.0512366 internal_weight=0 212.743 162.152 149.766 143.568 126.546 40.0468 86.4993 74.9008 11.5985 11.8237 63.0772 50.5902 55.5089 52.1292 47.7905 39.9657 7.82483 46.4029 30.1693 12.3504 9.00803 44.9853 40.1716 35.745 31.3941 9.97554 21.4185 6.42158 17.0222 internal_count=86175 2380 1901 1763 1660 1109 291 818 701 117 70 631 479 578 555 531 485 46 456 215 109 95 438 405 375 345 166 179 47 551 is_linear=0 shrinkage=0.1 Tree=335 num_leaves=31 num_cat=0 split_feature=9 9 6 6 3 8 8 0 8 5 9 4 8 2 9 1 1 3 9 6 8 9 2 3 4 9 9 1 2 8 split_gain=0.912392 4.54525 9.36578 9.71689 11.2103 9.55717 7.71669 7.60064 23.8369 21.5484 10.0421 9.41534 7.71643 10.929 7.56546 8.44372 7.96256 7.81125 7.41793 11.3527 7.11533 7.93969 6.76557 11.8883 6.46128 8.82668 11.4503 14.2504 9.5677 6.3986 threshold=1.3758142590522768 1.2924330830574038 52.729789733886726 51.331277847290046 14.612899780273439 59.86349009500001 60.751124400000009 0.10262840241193773 82.483280285000021 2.7161099910736088 1.2944614887237551 0.18007667362689975 82.915767860000017 3759.551635742188 1.3009637594223025 101.90145111083986 84.454883575439467 266.79499816894537 1.2887282371520998 58.207023620605476 73.35557599000002 1.2987144589424136 134.70010375976565 6.710400104522706 0.039905000478029258 1.2964575886726382 1.32133424282074 113.47620010375978 883.83499145507824 65.504867765000014 decision_type=2 2 8 10 10 10 10 10 10 8 2 10 10 8 2 10 10 10 2 10 10 2 10 10 10 2 2 10 10 10 left_child=1 18 3 6 -5 -4 -3 8 9 20 11 -9 13 -10 15 -8 -16 -18 -1 22 21 -7 -20 -24 25 -14 27 -27 -29 -12 right_child=-2 2 5 4 -6 7 14 10 12 -11 29 -13 24 -15 16 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-8.220741605512e-06 0.0024743273434060633 -0.11028711081679775 -0.10423437935805267 0.1269226051870074 0.023157523697155399 -0.079936122423156147 0.098129120433528685 0.16444522428783864 0.072239879799186016 -0.093140538195582656 0.042918897534200966 -0.037847629337098204 -0.072412348710731808 -0.10229870734563702 0.04541839369186218 -0.054877968769172905 0.015526537781120217 -0.12903796207346649 -0.045499294582092925 -0.12807230531176755 -0.098308953893528284 0.011628491068810054 -0.13867448365052648 0.051424326771381881 -0.061457884891573035 0.059196890386494339 -0.015292104846631455 -0.085131697683565918 0.023224663718162442 -0.007923235840766988 leaf_weight=7610.1248450122766 1282.8320064266663 7.3821248216554514 11.135097264534123 12.735922807129098 57.047024621628225 11.418414074927567 11.889472545881292 7.2561890892684442 24.735135272145275 66.746645172097487 29.527771448170824 3.3690231740474701 17.126943669747561 4.1961696594953528 8.1347070964548056 5.1772331560496232 5.9048206966253955 10.183771988624356 9.4272391596750804 4.47734386101365 9.0854537710547429 55.49650758568896 3.4275829643011084 81.791987156728283 20.439483547525015 58.802262898767367 148.57404913073697 14.121684536337851 19.266728244721889 153.09638718745555 leaf_count=58719 17285 109 382 84 1099 91 81 52 103 1701 549 14 73 26 73 65 167 183 79 33 138 481 22 544 191 281 1016 67 104 2363 internal_value=0 -0.00038714 -0.0076983 0.0181759 0.0420954 -0.0123819 -0.0161183 -0.0107919 -0.0179152 -0.0516817 0.00579571 0.100303 -0.00222809 0.046925 0.000717874 0.051714 -0.0352118 -0.07598 0.000345801 0.0275253 -0.0152708 -0.00399617 0.034886 0.0437784 -0.00733733 -0.00304795 0.00188633 0.029571 -0.0226048 0.000297226 internal_weight=0 8482.1 772.849 118.455 69.7829 654.394 48.6721 643.259 450.009 142.747 193.249 10.6252 307.262 28.9313 41.29 17.0667 24.2233 16.0886 7709.25 99.1242 76.0004 66.9149 94.6468 85.2196 278.331 257.892 240.765 92.1907 33.3884 182.624 internal_count=86175 68890 9493 1861 1183 7632 678 7250 4272 2411 2978 66 1861 129 569 146 423 350 59397 678 710 572 645 566 1732 1541 1468 452 171 2912 is_linear=0 shrinkage=0.1 Tree=336 num_leaves=31 num_cat=0 split_feature=2 4 8 8 5 9 1 7 9 0 8 6 4 8 9 9 0 9 0 6 7 5 8 1 0 9 3 9 9 9 split_gain=0.888133 3.639 7.07762 7.78244 10.1597 10.1659 10.0906 10.679 10.7918 6.66319 8.3096 7.67894 6.62245 9.50354 7.59541 6.24044 6.18145 5.57102 5.55885 5.50328 5.3273 5.24889 5.087 4.95303 4.80209 4.33098 9.48284 17.1141 12.1052 11.0712 threshold=712.11749267578136 0.051726499572396285 72.669456165000014 65.094124090000022 2.68000340461731 1.0283345580101015 107.9310989379883 99.411361694335952 1.0861997008323672 0.20000014454126361 59.515317785000008 52.079084396362312 0.056494999676942832 59.071444280000001 1.2309741973876955 1.0564270019531252 0.16223328560590747 1.2309741973876955 0.10999006778001787 53.654310226440437 96.849517822265639 2.5900232791900639 73.130797875000013 76.300849914550795 0.099210001528263106 1.2560290694236758 52.958499908447273 1.27454149723053 1.2779839038848879 1.2944614887237551 decision_type=8 8 10 10 8 2 10 8 2 8 10 8 8 10 2 2 8 2 10 10 10 10 10 10 10 2 8 2 2 2 left_child=1 2 3 4 5 19 -7 -8 15 10 20 -12 13 -3 -15 -9 -13 18 24 -1 -6 -19 -4 -24 -5 -14 27 -27 -29 -30 right_child=-2 12 22 17 9 6 7 8 -10 -11 11 16 25 14 -16 -17 -18 21 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31 leaf_value=0.033028420107054562 -0.00096232275744929322 -0.081899407510516276 -0.10463126185039728 0.024578173541854223 0.020571894204704476 0.13031776232551293 0.0852666201319182 -0.025959774698267154 0.051141790869302442 -0.042970672248339357 0.29792007955728167 -0.08407815284236772 -0.0012494497800294218 0.042727596204985702 -0.091963707210856449 -0.20068929500543387 0.16830090581624577 0.28355530116821165 0.075239444841912986 -0.10794438421639421 -0.16156059081199955 -0.063580938779739332 -0.048161228848320088 0.0054132343294191346 -0.23321823119948426 0.063684497868913545 -0.0019218814448716322 -0.097137672808729217 0.044741099377238809 0.0029647444460643708 leaf_weight=4.9021526260758019 4915.739448409332 23.589180685579777 4.7069008524995288 2.2277330309443633 6.2779702167026681 14.016319205984471 16.991788107785396 4.2855727449059504 8.5857062371214834 38.724338666783297 1.8462045717024 1.8219734085141692 3328.8923098995874 16.769698755815629 5.5797339661512515 3.9078724309802055 2.0765468299650811 0.47334203088394033 47.470839122775942 6.3643260877579451 2.1579776825383306 5.459865827448084 18.998198344968841 188.24422184604919 1.0694365570088851 67.041689294273965 629.19725234535144 10.462715011373801 80.713906840152049 296.33922343541053 leaf_count=42 44617 154 38 112 61 99 132 33 91 457 73 90 24513 117 261 19 31 48 451 37 20 206 595 3241 13 510 5650 100 436 3928 internal_value=0 0.00094608 0.0103317 0.0256184 0.0103315 0.0388442 0.0589901 0.0293862 -0.0272023 -0.0214949 0.0371508 0.129914 0.000144871 -0.0376273 0.00910072 -0.109297 0.0503516 0.055803 0.0665187 -0.0466058 -0.0260189 -0.035887 -0.00183278 0.000501989 -0.0590381 0.000538104 0.00602881 0.0170341 0.00896344 0.0119076 internal_weight=0 4839.19 380.609 168.66 111.959 59.0537 47.7873 33.7709 16.7792 52.905 14.1807 5.74472 4458.59 45.9386 22.3494 8.19345 3.89852 56.7012 50.768 11.2665 8.43595 5.93321 211.949 207.242 3.29717 4412.65 1083.75 454.558 387.516 377.053 internal_count=86175 41558 5889 2015 1185 453 374 275 143 732 275 194 35669 532 378 52 121 830 576 79 81 254 3874 3836 125 35137 10624 4974 4464 4364 is_linear=0 shrinkage=0.1 Tree=337 num_leaves=31 num_cat=0 split_feature=4 0 0 3 1 1 4 6 8 0 5 5 2 7 5 0 1 6 6 7 8 3 9 2 8 5 3 2 9 2 split_gain=0.952068 1.53028 3.06018 2.80361 2.39842 1.98813 1.37952 2.22407 2.03278 1.25057 1.18958 1.99382 1.61065 1.29444 1.27862 4.21411 2.05263 1.74148 1.12876 5.11316 6.4522 3.9526 4.01941 4.982 4.08308 5.63931 3.62946 3.45193 3.53149 4.92853 threshold=0.28014999628067022 0.35939337313175207 0.4379699975252152 4.1601498126983651 119.45774841308595 48.145000457763679 0.2658079862594605 62.784885406494148 73.244465885000011 2.2992999553680424 2.8502999544143681 2.8864800930023198 2607.829956054688 93.857128143310561 2.8200349807739262 0.23211999982595447 49.80999946594239 54.590385437011726 62.784885406494148 103.21296691894533 48.641006055000013 1154.7149658203127 1.1996469497680666 80.40000152587892 60.076609070000011 2.4904099702835087 1047.414978027344 197.68679809570315 1.1744956374168398 297.30000305175787 decision_type=10 8 10 10 8 10 10 8 10 10 10 10 10 8 10 8 10 10 10 8 10 8 2 10 10 10 10 10 2 10 left_child=6 -2 -3 4 5 -4 9 8 -8 10 14 12 13 -12 18 16 -16 -18 -1 26 -21 22 23 -22 -24 -26 -20 -25 29 -29 right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 15 -17 17 -19 19 20 21 -23 24 27 25 -27 -28 28 -30 -31 leaf_value=-0.00012262025156412057 -0.12173196946947798 0.10821776461808877 -0.096038555037123455 -0.097808771728245147 -0.15780340782204166 0.08830532620233833 -0.0044145517795720086 -0.047160413489747699 0.10929444927342498 -0.073466680367829953 -0.061442598510728509 -0.094648744926361411 0.14475735756140573 0.091684756951220178 0.10166292062488602 -0.12169550992816901 -0.088406409169602948 0.065020682801628024 0.051591227782676857 -0.06628004724870197 -0.0024214380517216059 -0.09988051614800865 -0.084643082554100357 0.12443032553459643 0.047423644343480648 -0.022728985632556247 -0.038253613712972596 -0.031446775483234754 -0.040386416220639064 0.13490239335420207 leaf_weight=9564.5432436376377 1.532882113568119 1.691090362437534 0.73717786239285343 4.1363599044270813 0.65572864651039697 2.8348425536969444 2.4793993601415396 2.2447592501412155 4.2966606486588717 2.3174128363025366 1.0466766161553089 0.80645266747160338 1.9033554117777383 1.1681795420154228 1.9199660374142675 3.5691641998710111 1.932255728839664 1.1987769277766345 33.936046137183439 13.830603482114382 17.331022327765822 3.3492828179150811 5.9388950318098059 7.5108763035386827 18.149369774851948 31.083787320996635 5.1830136922653756 2.749442383181302 3.8830971457064152 5.0567244701087475 leaf_count=83332 261 11 531 66 10 65 43 32 25 182 25 119 28 31 39 45 131 8 243 143 144 25 41 52 132 303 34 18 28 28 internal_value=0 -0.0286595 -0.0144709 -0.0392767 0.0179902 0.0502612 2.09508e-05 0.0391086 0.0676877 -1.52939e-05 2.20718e-06 0.0491381 0.0772953 0.0193212 -2.26847e-05 -0.038519 0.0202556 -0.0296639 1.14819e-05 0.00867775 -0.00246326 0.00682239 0.0107195 0.0364482 -0.00631624 0.00313216 0.0396874 0.0715338 0.0375455 0.0763119 internal_weight=0 11.5881 10.0552 8.36411 4.22775 3.57202 9737.43 9.02082 6.77606 9728.41 9726.09 4.92466 4.11821 2.21486 9721.17 8.62016 5.051 3.13103 9712.55 148.002 108.883 95.0525 91.7032 36.5312 55.1721 49.2332 39.1191 19.2001 11.6893 7.80617 internal_count=86175 944 683 672 606 596 85231 100 68 85131 84949 203 84 56 84746 223 178 139 84523 1191 914 771 746 270 476 435 277 126 74 46 is_linear=0 shrinkage=0.1 Tree=338 num_leaves=31 num_cat=0 split_feature=4 7 6 0 3 4 9 5 2 2 3 1 5 0 6 3 9 7 7 7 3 3 5 5 1 3 9 4 9 8 split_gain=0.967483 4.17462 5.82743 5.45557 7.80636 6.82573 5.71883 5.27552 6.06259 5.81901 8.15853 6.55697 6.55899 7.27056 5.58413 8.3382 5.04093 4.96255 5.00587 7.30555 5.45209 10.3812 6.45051 11.3983 5.78096 5.23372 4.94789 4.67399 4.76104 4.64379 threshold=0.12381000071763994 100.03244400024415 52.69920730590821 0.56020000576972973 40.030328750610359 0.13051400333642962 1.0365875959396365 2.4702500104904179 146.12154388427737 498.66499328613287 396.35794067382818 96.603199005126967 2.6252865791320805 0.20781671255826953 58.384933471679695 37.044269561767585 1.0415483117103579 90.432712554931655 98.913600921630874 98.729282379150405 44.471200942993171 26.082884788513187 2.5491399765014653 2.6300150156021123 78.381099700927749 41.207149505615241 1.6318134069442751 0.12996499985456469 1.203055262565613 8.0257143200000005 decision_type=10 10 10 10 10 10 2 10 10 10 10 10 8 10 10 10 2 8 10 10 10 10 10 10 10 10 2 10 2 10 left_child=-1 2 3 4 5 -2 -6 8 -3 26 11 14 13 16 -11 -16 -13 -4 19 -19 21 24 -23 -24 -20 -21 29 -8 -29 -9 right_child=1 7 17 -5 6 -7 27 9 -10 10 -12 12 -14 -15 15 -17 -18 18 20 25 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00039335182128124864 0.056248969708515978 0.0041441526351029727 -0.06644708522097996 0.099599990159389529 -0.091595053935594417 -0.1077707878990683 -0.038007310012790035 -0.092444424202389144 -0.046649598301561498 0.10522989691610976 -0.07490271262274549 0.13143580502531504 0.11217224054608994 -0.095333353009567232 -0.056195862538148039 0.092373832282421436 -0.016996930890016256 -0.0067445712710888081 0.024220662883658164 0.10826993153662334 -0.057971975068983821 0.14666358217052083 -0.055844017032142979 0.09939975709592383 -0.07726631024915713 -0.0078335123175450813 0.13626864367470831 0.063731007550086191 -0.022751648926742439 0.0048211087612533982 leaf_weight=8361.3332071960722 3.5572283430374219 58.892023636719387 14.832819529576225 7.728979374136542 3.7768843575759083 8.8483506443844799 7.3179503886494777 4.9808857628522665 39.09924463997595 22.384946973295882 5.9441079585812977 3.4595793187618309 4.56643490679562 7.7166734426282337 6.755493043921887 8.5694790929555875 6.7560494877398014 678.00335073781025 7.7165279451874111 9.6098549580201524 39.630864063627087 4.584091484546664 10.42890637740493 8.6540584154427034 20.587856205645949 6.5146121482830486 2.8261521328240624 35.823475604294799 7.7412445946247308 338.04873989481712 leaf_count=75742 71 496 98 152 104 493 55 390 383 154 49 19 27 74 42 57 41 4608 53 53 244 21 48 42 114 42 22 220 70 2191 internal_value=0 -0.00245984 -0.0066499 0.0200439 0.0108754 -0.0607391 0.027129 0.00473192 -0.0161229 0.00969199 0.0368655 0.0478998 0.00517591 -0.0220706 0.07339 0.0268819 0.0332706 -0.00914382 -0.00806206 -0.00516247 -0.0300341 -0.00872998 0.040146 0.0145585 -0.0495983 0.0613618 0.00449445 0.0359416 0.0483634 0.00340879 internal_weight=0 1385.36 875.357 74.7941 67.0651 12.4056 54.6596 510 97.9913 412.009 66.1528 60.2087 22.4987 17.9323 37.7099 15.325 10.2156 800.563 785.73 694.128 91.6023 51.9714 23.6671 19.083 28.3044 16.1245 345.856 50.8827 43.5647 343.03 internal_count=86175 10433 6488 1165 1013 564 449 3945 879 3066 463 414 161 134 253 99 60 5323 5225 4703 522 278 111 90 167 95 2603 345 290 2581 is_linear=0 shrinkage=0.1 Tree=339 num_leaves=31 num_cat=0 split_feature=9 8 9 1 7 8 5 9 1 5 8 1 9 0 9 3 0 6 8 8 5 8 6 7 6 1 1 9 8 6 split_gain=0.970172 12.0324 9.81588 12.8515 8.93588 5.63277 5.8952 4.56981 13.7845 13.3159 7.17535 6.15482 5.58779 16.4293 10.0051 14.0066 15.0656 9.78978 11.248 9.6379 8.79549 7.53772 7.20528 12.5016 7.02952 6.90615 17.6503 6.81621 26.9493 10.3267 threshold=1.1342637538909914 48.197255490000011 1.1359563469886782 98.433982849121108 91.650299072265639 40.321323380000003 2.68000340461731 1.137657165527344 73.662002563476577 2.7073333263397221 75.064407355000014 96.87884902954103 1.1426048278808596 0.22260999679565432 1.1477001309394839 218.06399536132815 0.28000500798225408 57.884914398193366 59.392466590000005 75.396836080000014 2.5799700021743779 55.038618855000003 51.14306831359864 89.156623840332045 57.884914398193366 160.80149841308597 150.86499786376956 1.1510209441185 83.074457065000004 55.096605300903327 decision_type=2 10 2 10 10 8 10 2 10 10 10 10 2 10 2 10 10 10 10 8 10 10 10 10 10 10 10 2 10 10 left_child=-1 5 3 -3 -5 -2 -7 8 -4 10 -10 -11 13 24 15 17 -17 18 21 -20 -21 -14 23 -15 25 26 -9 28 29 -16 right_child=1 2 7 4 -6 6 -8 12 9 11 -12 -13 14 22 27 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0012529943192757559 0.035206020436497946 -0.10582264026623203 -0.10951489825573368 0.051659501495838561 -0.084095363340867132 -0.10864075398658185 0.039125792500651901 -0.044115493733786038 0.16260269285351958 0.060586915544523924 0.054051871430052911 -0.11573543747419957 -0.063115867247037244 0.12527203574118628 -0.031141707685528687 0.078971852151732969 -0.12676101449561111 0.085917408004181503 -0.06191696686696984 -0.019420630462184535 0.093028521633143776 0.13501846194085204 0.049667043441863429 -0.096851263977453306 -0.18217650531773363 -0.14572076830031833 0.16364858587778741 -0.00014387592347034971 -0.12242729779909162 0.045499246919365244 leaf_weight=3740.9573907923486 4.4504373222589519 20.311172768473625 5.8805355681106439 14.133347267284991 7.3808589447289696 19.285811491837197 3.139386808499693 73.607537535019219 8.9944164687185566 3.0729231461882573 18.854141768999398 5.5647491347044706 2.5460129380226117 3.4572790153324595 39.611426156945527 52.461657617241144 3.8185018673539153 12.000368744134901 35.468316713348031 24.534664839506149 9.7081728726625425 7.8100909870117903 35.403752001002431 9.4863418564200384 3.6499046459794036 5.7956645041704169 4.3294443041086188 5512.5714409594402 22.614937473088503 31.610647957772017 leaf_count=27528 20 122 55 108 55 3118 33 496 47 21 118 49 19 28 275 256 34 56 254 119 58 65 211 59 18 33 23 52594 146 157 internal_value=0 -0.000798813 -0.000498506 -0.0487732 0.0050862 -0.0675598 -0.0879544 -0.000158179 0.0325668 0.0554664 0.0891112 -0.0530073 -0.000393551 -0.0204484 7.94576e-05 0.0257124 0.0650133 0.00168812 -0.0109361 -0.0253823 0.0124598 0.0863078 0.0263248 -0.0375215 -0.0463273 -0.0404057 -0.0325741 -0.0005988 -0.0273239 0.00287401 internal_weight=0 6001.55 5974.68 41.8254 21.5142 26.8756 22.4252 5932.85 42.3668 36.4862 27.8486 8.63767 5890.49 135.73 5754.76 148.348 56.2802 92.0676 80.0673 69.7112 34.2428 10.3561 48.3474 12.9436 87.3826 83.7326 77.937 5606.41 93.837 71.2221 internal_count=86175 58647 55476 285 163 3171 3151 55191 290 235 165 70 54901 868 54033 861 290 571 515 431 177 84 298 87 570 552 519 53172 578 432 is_linear=0 shrinkage=0.1 Tree=340 num_leaves=31 num_cat=0 split_feature=9 3 3 8 9 5 9 4 8 4 3 4 8 9 9 0 2 1 2 1 0 8 0 1 4 6 1 3 2 9 split_gain=0.844549 1.3316 1.73427 0.888345 6.48868 11.3038 15.8052 9.48054 6.21234 13.0949 12.2091 10.6188 8.78184 14.4775 33.9998 9.3866 8.51628 8.15916 6.81169 6.6112 6.07298 5.56944 11.9802 12.6135 8.13671 6.58887 6.20005 6.19536 5.6901 5.24267 threshold=1.0016464591026308 4.6003799438476571 5.861074924468995 50.568756935000003 1.137657165527344 2.5673632621765141 1.1594565510749819 0.086001999676227583 51.797274035000008 0.044803498312830932 318.92500305175787 0.099062498658895506 52.112075745000006 1.0564270019531252 1.0365875959396365 0.0099899997003376501 123.49499893188478 146.69315338134768 1456.4484863281252 178.82440185546878 0.32999996840953832 49.976338770000005 0.042308313772082336 81.06995010375978 0.062998499721288695 60.751745223999031 90.728351593017592 18.757300376892093 228.68274688720706 1.1293502449989321 decision_type=2 10 8 10 2 8 2 8 10 8 10 8 10 2 2 8 10 8 10 10 10 10 10 10 8 10 8 8 10 2 left_child=1 -1 -3 4 21 6 -6 -8 9 -5 16 -12 13 14 -10 -15 -11 -16 -13 20 -18 29 23 -23 -24 26 27 -26 -29 -2 right_child=3 2 -4 8 5 -7 7 -9 12 10 11 18 -14 15 17 -17 19 -19 -20 -21 -22 22 24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.1077984964834614 0.0011528242299291367 0.13023800764856083 -0.077008244651317337 0.10943433687105053 -0.1107178889313967 -0.07563816235664074 0.24026811584587793 0.037770280923472489 0.1715445328217638 0.010601022654717129 -0.13320486527013006 0.1069563716277625 -0.00037091231548079827 -0.073933313854983182 -0.15367825487236758 0.1096004182315372 -0.11392051065376714 0.041994733845486264 -0.019257415104453932 0.038457508587102909 -0.0015802929584680975 -0.040150529616509334 0.095082054480356185 0.14457115858863306 -0.13224450163888002 0.097290715468403413 -0.12304028773865104 0.098778659158258911 -0.039762929517443896 0.038401799233541777 leaf_weight=1.8351297775152482 1326.1619020231783 0.73496680404059556 0.89605558538642083 6.4193642716854811 5.4054782027378705 26.9827470145201 3.2876321300864193 7.7911350810900339 6.0970555730164078 11.866876905784009 3.5453281626105309 10.657172560691839 8139.3068176947563 3.1399895623326302 10.514289416372772 24.760969344526533 33.221606224775314 2.6726956907659778 7.1414302401244631 3.9298521801829329 5.6271418388932934 4.9577337913215187 6.9384585246443748 14.531686864793299 3.2943440042436167 3.6836655735969535 7.2613583952188483 5.391897838562727 6.5852237567305565 38.893546672712546 leaf_count=297 10280 8 35 52 80 3119 22 59 38 63 39 66 70632 25 66 152 283 46 36 64 51 49 37 63 25 20 41 27 39 361 internal_value=0 -0.0493652 0.0163805 5.11687e-06 0.00227816 -0.0357794 0.0294647 0.0978617 -0.000396544 -0.0277156 -0.0393017 0.0248348 -0.000121538 0.042895 -0.0237327 0.0889454 -0.0643527 -0.11402 0.0563149 -0.085145 -0.0976483 0.00344501 0.0353613 0.0975815 -0.00121347 -0.0266991 -0.0469689 -0.0107981 0.0226062 0.00221413 internal_weight=0 3.46615 1.63102 9730.07 1461.17 43.467 16.4842 11.0788 8268.9 82.4088 75.9894 21.3439 8186.49 47.185 19.284 27.901 54.6455 13.187 17.7986 42.7786 38.8487 1417.7 52.6444 19.4894 33.1549 26.2165 22.5328 15.2715 11.9771 1365.06 internal_count=86175 340 43 85835 14222 3280 161 81 71613 654 602 141 70959 327 150 177 461 112 102 398 334 10942 301 112 189 152 132 91 66 10641 is_linear=0 shrinkage=0.1 Tree=341 num_leaves=31 num_cat=0 split_feature=6 7 1 9 9 9 8 5 8 9 8 6 8 5 7 7 1 8 2 3 9 9 1 8 5 9 7 1 9 9 split_gain=0.883878 5.37407 8.14871 12.4616 11.6482 9.4312 9.13358 9.43675 8.51816 8.42855 8.00234 8.81369 8.76597 7.7757 7.31775 6.95507 6.92805 9.82777 6.64643 8.84182 9.33744 8.58354 6.88651 9.78974 6.59452 6.301 6.29731 9.25841 9.1877 7.57908 threshold=53.337013244628913 93.060775756835952 91.284999847412124 1.2492841482162478 1.1426048278808596 1.3491482734680178 83.598192555000011 2.6199631690979008 59.392466590000005 1.3642726540565493 59.948030760000009 53.092426300048835 85.728648085000017 2.6353199481964116 93.496208190917983 93.262512207031264 85.632835388183608 70.87353305500001 3131.3349609375005 294.13150024414068 1.0727607607841494 1.1326038241386416 143.89499664306643 63.49075426000001 2.5699650049209599 1.2526250481605532 91.530918121337905 96.603199005126967 1.1459585428237917 1.1761901974678042 decision_type=8 10 8 2 2 2 10 10 10 2 10 10 10 10 10 10 10 10 10 10 2 2 10 10 10 2 8 10 2 2 left_child=1 18 3 4 13 -4 7 -5 -6 -7 -10 12 -12 -3 -14 -15 17 -13 19 20 -1 -21 -22 -24 -25 -8 27 29 -28 -23 right_child=-2 2 5 6 8 9 25 -9 10 -11 11 16 14 15 -16 -17 -18 -19 -20 21 22 26 23 24 -26 -27 28 -29 -30 -31 leaf_value=-0.0099466605630507895 0.0005234184492387959 -0.040844062547705715 -0.020081283131558152 -0.073622575124292114 0.19336759365585163 0.1564744209263087 -0.28592164901109146 0.059629906051966886 -0.085638974541414725 0.014159930928526483 0.087479958510372699 -0.24475532347112081 -0.36092192138025564 -0.096037878670826415 -0.0014355846908002115 0.035345231202515641 0.10270598911226664 0.0059302643368315307 -0.0049306555625623178 0.017750732844642857 0.017351377896193409 -0.047425758518217141 0.099605617658482429 0.14780839452158109 -0.019042876108300022 -0.071880501281082393 0.088548980975668948 -0.03315884333724619 -0.064738059250364036 0.040075463941964873 leaf_weight=119.75005930217685 7387.7262639418614 32.987572926096618 447.57176963104575 8.9618938229978102 4.0549167580902568 4.811609788259374 1.4826876392471628 13.058798671467228 4.4372330866754046 30.8027315172003 42.394651304930449 2.5427513271570188 0.62157625640975211 4.4586517982825162 6.3624614719010424 41.835726659475768 2.5784146431833506 4.0622129226103425 839.53582792246016 90.208574219519505 396.71854053321294 12.667946540052069 25.35683420766145 2.7671682527288821 16.453144552215235 18.999094959784998 4.293698424473404 69.605120805361366 43.775869591408991 45.286506252043182 leaf_count=914 60169 205 3655 68 21 55 47 101 25 1115 361 13 26 35 239 500 18 45 9366 1128 4506 80 158 24 194 238 29 1363 1048 429 internal_value=0 -0.00170732 -0.00925629 0.00835794 0.0222023 -0.0161403 -0.0393083 0.00539934 0.0528804 0.0333871 0.043838 0.0536485 0.0703787 -0.00374426 -0.0334297 0.0226916 -0.0363094 -0.0905776 0.00133699 0.00770054 0.0148185 -0.00732187 0.0215388 0.0588054 0.00497887 -0.0873751 -0.0201999 -0.00857587 -0.0510461 0.0209491 internal_weight=0 2338.44 672.025 188.839 146.336 483.186 42.5025 22.0207 67.0542 35.6143 62.9993 58.5621 49.3787 79.282 6.98404 46.2944 9.18338 6.60496 1666.42 826.883 561.046 265.838 441.296 44.5771 19.2203 20.4818 175.629 127.56 48.0696 57.9545 internal_count=86175 26006 6767 1942 1488 4825 454 169 748 1170 727 702 626 740 265 535 76 58 19239 9873 5796 4077 4882 376 218 285 2949 1872 1077 509 is_linear=0 shrinkage=0.1 Tree=342 num_leaves=31 num_cat=0 split_feature=8 4 5 8 6 5 1 9 7 3 5 6 4 2 2 4 4 7 3 6 4 7 9 2 7 7 4 5 0 6 split_gain=0.832562 3.0632 5.83721 2.94601 7.13773 7.65466 4.77926 4.83813 3.90616 4.46164 4.98073 4.66439 5.99842 4.44634 6.22437 5.12462 4.35541 4.28734 4.26403 5.20625 3.96419 3.8241 3.07891 3.03626 2.90601 2.82718 2.80219 6.87225 2.72639 2.60782 threshold=11.539578135000001 0.048076000064611442 2.746313333511353 8.0257143200000005 51.853130340576179 2.6928167343139653 103.16975021362306 1.0580517053604128 93.146469116210952 117.42420196533205 2.5099099874496464 54.431970596313484 0.13611599802970889 1188.1757812500002 677.77099609375011 0.10300850123167039 0.16000332683324817 91.054950714111342 474.61499023437506 51.207477569580085 0.085270501673221602 88.430774688720717 1.0465513467788699 1518.3919067382815 104.69990539550783 92.152797698974624 0.10809033364057542 2.6068799495697026 0.26483660936355596 50.726736068725593 decision_type=8 10 10 10 10 10 10 2 8 8 8 8 10 8 8 8 8 10 8 10 10 10 2 10 8 10 10 10 10 10 left_child=1 2 -1 8 5 -5 -6 26 17 13 24 12 18 14 15 -10 -17 20 -12 -20 -3 -7 -18 -13 -11 29 27 -8 -27 -19 right_child=-2 3 -4 4 6 21 7 -9 9 10 11 23 -14 -15 -16 16 22 25 19 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.11454919660140028 -0.00012871646633864163 -0.03505405314712922 0.061843639337692137 -0.10671121151258685 0.1326866500882786 -0.051374999882890619 -0.0753865467283788 -0.069526339418540861 0.094489117128470246 0.11811656034210545 -0.099256881481462722 -0.12911202790695928 0.04242177665162529 -0.12152149064987512 0.1135594522675195 -0.070750526660121368 -0.054995102060969484 0.19548818350611025 -0.080881515268654447 0.10895442071603262 0.050901696261853771 0.079039685390762185 0.078869503058159332 -0.0017065713700420986 -0.10899144680090203 -0.066422772802127814 0.12726651529910868 0.083203615297275116 0.085998926762841016 0.067970146893061745 leaf_weight=5.3069991103293415 9564.2518053665044 11.977891508489849 2.9018685817718506 6.3292774260044125 7.2050809077918556 3.4355171918869001 3.8861766085028711 3.4727545157074919 4.6390039566031227 3.0235432237386699 9.9270664695650339 8.3951071956162178 9.136075656861065 2.1554276048409511 6.4607777595520011 9.140005685418144 2.6466996504896185 2.7775216400623304 3.0620811544358739 2.7350465692579746 9.7190133606782165 6.5069688782095909 4.8974904417991638 2.4067829831037661 0.69245457396573318 2.0488603971898556 4.5438790619373313 9.2034682556986791 2.7468441668897867 3.7949315560981631 leaf_count=105 84207 77 17 43 55 32 21 24 30 18 94 86 51 124 34 77 498 17 21 21 64 36 28 28 201 18 28 54 26 40 internal_value=0 0.0072553 -0.0521936 0.0105759 0.0320313 -0.0207473 0.0623654 0.0383598 0.00123297 -0.0122574 -0.0343792 -0.0458595 -0.0220203 0.0168385 0.0275722 0.00151864 -0.0243316 0.0295142 -0.0594625 0.00868183 0.00344937 0.0339763 0.0319063 -0.100725 0.0757963 0.0792608 0.0596069 0.0361199 0.0208801 0.121859 internal_weight=0 155.175 8.20887 146.966 44.5831 16.2718 28.3114 21.1063 102.383 69.3176 39.3782 35.6622 24.8603 29.9394 27.784 21.3232 16.6842 33.0651 15.7242 5.79713 21.6969 9.94249 7.54419 10.8019 3.716 11.3682 17.6335 13.0896 4.7957 6.57245 internal_count=86175 1968 122 1846 293 111 182 127 1553 1311 520 301 187 791 667 633 603 242 136 42 141 68 526 114 219 101 103 75 44 57 is_linear=0 shrinkage=0.1 Tree=343 num_leaves=31 num_cat=0 split_feature=9 8 9 3 8 8 6 3 1 2 5 2 4 2 1 2 8 9 1 8 8 7 1 8 7 7 6 2 9 3 split_gain=0.834974 4.50679 4.42744 14.9699 9.15617 11.6117 9.40822 6.10291 5.87713 5.76218 5.27112 5.20247 6.72405 4.62501 6.0381 7.18847 4.4638 9.21983 12.7095 9.69648 32.4412 12.8508 9.75738 8.66738 6.78764 6.9807 7.4943 6.5817 6.21661 10.5836 threshold=1.3758142590522768 71.513231495000014 1.391429126262665 1439.5050048828127 73.498535265000015 81.947250455000017 54.174953460693366 81.177448272705092 104.71112442016603 5296.0021972656259 2.559956550598145 1285.6154785156252 0.099994499236345305 247.73229980468753 122.09254837036134 724.00579833984386 73.869909720000024 1.4366575479507449 109.12834930419923 83.074457065000004 75.139998530000014 99.923999786376967 85.366905212402358 73.93013833000002 87.639511108398452 90.06866836547853 50.844892501831062 94.713497161865249 1.4601647257804873 4107.3850097656259 decision_type=2 10 2 10 10 10 10 10 10 10 10 8 10 10 10 10 10 2 8 10 10 8 10 10 8 10 10 8 2 10 left_child=-1 -2 3 4 6 -6 -3 -7 10 13 -8 12 -10 -9 15 -15 24 18 19 20 21 -18 -21 -19 -4 -26 -27 -20 29 -25 right_child=1 2 16 -5 5 7 8 9 11 -11 -12 -13 -14 14 -16 -17 17 23 27 22 -22 -23 -24 28 25 26 -28 -29 -30 -31 leaf_value=-0.0003714471440504427 -0.10028041998147125 -0.11630391822643993 0.14175526092739527 -0.093987123930194386 0.099562060492241797 -0.05794610247885932 0.017575783949699341 -0.09602024616238658 0.082330864667280373 0.16923777768583087 0.17846497813793238 -0.12245203015138531 -0.062070856499174265 0.11340042841225002 0.079332497555671025 -0.028444223845467593 -0.10793304978791246 -0.10266368231425682 0.10778699088153357 -0.034637247032679702 -0.10968885231409937 0.036397159680622029 0.044729954582088761 0.014157222801518357 -0.064201252108498558 0.19831433173366034 0.01644591394417361 -0.10625433299670657 -3.1691652169987765e-05 0.10801634551575234 leaf_weight=8433.6700996595155 4.2629785819553936 7.0492358244955531 4.2368577783927313 10.454918415198334 29.042884588241577 8.2736217131023277 5.0656136274337786 2.8960051576723336 6.4714998602867144 3.0060215024859636 3.4051956795156002 3.8224511295557013 6.4273504987359047 4.4820968855492564 17.211771366244648 17.611317510920344 7.1782026905566445 7.720750229433178 1.5401257168850886 24.118033287930302 34.256417418830097 43.878017798066139 43.299303130435874 119.21098678492126 10.743432697025126 2.3058997616171828 130.20701596746221 21.376899571303511 688.50295704693417 13.36017456097761 leaf_count=68890 3894 85 30 121 207 146 32 50 32 37 18 29 35 39 171 89 125 117 48 128 579 253 497 1003 119 15 1012 861 7229 284 internal_value=0 0.00236827 0.0027109 0.0205689 0.0310047 0.0486598 -0.0141845 0.0210172 0.0143905 0.0354687 0.0822519 -0.0199873 0.0103771 0.0259402 0.0349263 0.000331839 0.000769669 -0.00161574 -0.0224272 -0.0120074 -0.0344061 0.0161052 0.0163369 0.00279485 0.0170145 0.0133252 0.0196107 -0.0918698 0.0037865 0.0236161 internal_weight=0 1281.42 1277.16 125.22 114.765 82.5237 32.2413 53.4808 25.1921 45.2072 8.47081 16.7213 12.8989 42.2012 39.3052 22.0934 1151.94 1004.44 175.647 152.73 85.3126 51.0562 67.4173 828.795 147.493 143.256 132.513 22.917 821.074 132.571 internal_count=86175 17285 13391 1091 970 739 231 532 146 386 50 96 67 349 299 128 12300 11124 2491 1582 957 378 625 8633 1176 1146 1027 909 8516 1287 is_linear=0 shrinkage=0.1 Tree=344 num_leaves=31 num_cat=0 split_feature=0 6 6 8 1 6 2 9 7 0 5 1 5 5 8 0 1 4 2 1 1 3 8 8 0 1 6 9 0 1 split_gain=0.828837 2.28656 2.01675 2.03355 1.73562 1.61461 1.30605 1.85712 1.23004 1.52909 1.22602 1.21726 1.16889 0.857698 10.0536 8.15135 6.81875 8.9131 13.784 7.69338 6.40761 5.43398 5.25787 4.14877 3.74583 3.57358 4.4108 3.54438 3.53701 2.83011 threshold=1.4203000068664553 51.514183044433601 54.247951507568366 83.89519991500002 46.343500137329109 58.767860412597663 26.836180686950687 1.5962566137313845 98.646739959716811 2.2992999553680424 2.4200600385665898 73.243469238281264 2.4100500345230107 2.3205000162124638 56.065080170000009 0.42603336274623876 130.24291992187503 0.11695516481995584 1115.8455200195315 148.05899810791018 166.61599731445315 29.450950622558597 57.044835510000006 11.539578135000001 0.4780499935150147 89.323200225830092 58.043684005737312 1.2292694449424746 0.50554999709129345 130.24291992187503 decision_type=10 8 10 10 10 10 10 2 10 10 8 8 10 8 10 10 10 8 10 8 8 8 10 8 10 10 10 2 10 10 left_child=13 -2 4 6 -3 -5 8 -8 9 -4 12 -7 -6 14 15 20 21 18 24 -20 23 -17 27 -1 -18 26 -24 -16 -21 -27 right_child=1 2 3 5 10 11 7 -9 -10 -11 -12 -13 -14 -15 22 16 17 -19 19 28 -22 -23 25 -25 -26 29 -28 -29 -30 -31 leaf_value=0.13297038083728632 0.086215211897728294 0.02415577209375469 0.097546447729705915 0.084164696485315174 -0.10265760771545361 -0.15033035637647635 -0.10269937051275824 0.044770094783061189 -0.059157895677250438 -0.10248180041561222 -0.14706702794281307 0.028977561748958942 0.17678080004192123 -5.6891684114655361e-05 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84547 138 74 26 18 64 24 27 56 40 75 28 107 55 20 28 46 internal_value=0 -0.020166 -0.0307207 -0.0114799 -0.0872978 0.041964 -0.039003 -0.072008 0.00436119 0.0534639 -0.12042 -0.0394501 0.00652382 2.95213e-05 0.0102775 0.0414976 0.0672444 0.0959285 0.0712966 -0.0107252 -0.0282889 -0.00448751 -0.0294851 -0.075759 0.153725 -0.00340737 0.0527607 -0.0860889 0.0763699 -0.0294978 internal_weight=0 20.3644 18.5263 13.8248 4.70154 4.69946 9.12534 5.18158 3.94376 2.22429 3.62442 1.60434 0.628811 9685.42 80.9866 45.3665 33.1399 23.6734 20.3879 10.2191 12.2265 9.46649 35.6201 8.55015 10.1688 24.3855 7.73451 11.2346 5.09025 16.651 internal_count=86175 591 547 385 162 83 302 175 127 97 153 49 76 85584 1037 631 318 188 170 116 313 130 406 286 54 248 95 158 52 153 is_linear=0 shrinkage=0.1 Tree=345 num_leaves=31 num_cat=0 split_feature=0 9 2 6 5 0 3 7 4 2 7 7 1 5 8 6 6 3 5 3 3 5 2 5 4 5 5 5 4 4 split_gain=0.824758 5.00643 4.12754 4.43015 6.2202 6.24819 6.16733 5.38013 5.37869 5.34078 4.76293 4.61211 4.8726 5.25981 4.60554 4.95029 4.34679 4.23402 3.72435 3.67764 8.67318 4.70883 3.65308 3.50967 3.48154 9.13427 3.21425 5.45811 3.15906 6.01448 threshold=0.040049999952316291 1.5776674151420595 532.92172241210949 55.852941513061531 2.6116249561309819 0.010000114329159262 6.3065781593322763 101.26604461669923 0.13000332564115527 377.42500305175787 93.618850708007827 96.21506500244142 51.555000305175788 2.5777766704559331 57.40847612000001 64.527114868164077 60.751745223999031 47176.857421875007 2.5360499620437627 5.0450000762939462 9.5827898979187029 2.6100032329559331 498.66499328613287 2.3302499055862431 0.093896500766277327 2.6100032329559331 2.310500025749207 2.3562499284744267 0.15221333503723147 0.099994499236345305 decision_type=8 2 10 10 10 8 10 10 8 10 10 8 10 10 10 10 8 10 10 10 10 10 8 10 10 8 8 8 10 10 left_child=1 2 3 6 11 -6 10 17 -9 28 -1 -5 -13 14 16 18 -14 22 23 21 -21 -4 24 -16 -8 -26 -22 -28 29 -7 right_child=-2 -3 19 4 5 9 7 8 -10 -11 -12 12 13 -15 15 -17 -18 -19 -20 20 26 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.17813038548624771 -0.00026650183777677806 -0.085566286649761847 -0.058230741373443751 -0.093119748620417206 -0.11543324184826978 0.084870262537008842 0.035158849853080314 0.012206080959310514 -0.18399954040031982 -0.10761450708370834 0.029120924452457505 -0.077609790798901165 -0.076157592572941801 0.093646068580833713 0.021208504219854867 -0.05845668704373011 0.049316096040114062 -0.11079059430800937 0.0050847762707493405 -0.14174732498492568 -0.11909359573354372 0.07483116123166951 0.14124199298721155 0.12223770219942226 0.16915356644514037 0.0066876214577678977 0.10642597569245529 -0.00097307882780303515 0.12939917973993864 -0.1106034047893473 leaf_weight=2.3285820562596191 9026.5389130803942 6.273427818901836 3.3654696759767857 3.5189229398965827 7.9228884542826563 3.6307944365544262 47.813004283867485 5.1068893971969365 1.9234053567051885 3.4675425907480522 2.1169637342682108 4.2855379806933334 8.2627697438001597 11.313078905921428 5.2889035022817614 4.4161789268255225 4.1465280428528795 1.5907165458193038 8.8073333315551263 4.3845440973527721 2.2738203499466172 12.679044311982578 4.5045164420444044 9.8282516787294281 7.2919952385127518 6.5862209440674642 4.7786953672766677 483.83639266186947 2.6810879483819008 2.7787241026526317 leaf_count=30 80206 130 23 17 71 32 743 60 10 19 23 25 44 61 23 22 20 26 43 35 24 94 44 51 38 45 23 4160 13 20 internal_value=0 0.00335187 0.00418329 0.0182218 0.00167472 -0.0458952 0.0349957 0.0417952 -0.0414735 -0.00202396 -0.0794376 0.0179487 0.0248848 0.0333216 0.0165742 0.0388199 -0.034231 0.0504312 0.056776 -0.000198926 -0.00172537 0.0469203 0.0543055 0.0868915 0.0479576 0.0920517 -0.000474712 7.72927e-05 0.0382528 0.000126395 internal_weight=0 677.202 670.929 159.611 80.3485 20.481 79.2623 74.8167 7.03029 12.5581 4.44555 59.8675 56.3486 52.063 40.75 28.3407 12.4093 67.7865 23.9245 511.318 495.273 16.0445 66.1957 15.1172 61.6912 13.8782 490.889 488.615 9.09061 6.40952 internal_count=86175 5969 5839 1480 461 155 1019 966 70 84 53 306 289 264 203 139 64 896 117 4359 4242 117 870 74 826 83 4207 4183 65 52 is_linear=0 shrinkage=0.1 Tree=346 num_leaves=31 num_cat=0 split_feature=6 1 7 5 4 4 2 2 9 3 6 7 9 5 4 9 9 8 9 9 1 3 7 4 4 9 5 8 8 3 split_gain=0.804192 4.41864 4.53907 5.5085 3.97821 5.99208 3.76361 4.51015 4.99171 5.24094 4.21666 4.52093 6.33623 4.6766 5.1493 4.39983 8.74169 7.93815 7.51195 8.14941 5.24539 4.10043 3.80802 5.00428 7.40836 4.65392 6.9552 8.56347 7.65924 5.3735 threshold=59.289501190185554 51.555000305175788 99.923999786376967 2.7025200128555302 0.22002299875020984 0.18784166872501376 119.61317062377931 130.84089660644534 1.4555323123931887 111.00000000000001 59.189291000366218 112.07624816894533 1.4507968425750735 2.5300999879837041 0.1272619962692261 1.3758142590522768 1.2833399772644045 83.758449285000026 1.2492841482162478 1.2425089478492739 77.045616149902358 5.4737000465393075 103.0540237426758 0.12001499906182291 0.10809033364057542 1.018160939216614 2.5201749801635747 67.714191485000015 58.677270650000004 28.625000000000004 decision_type=10 10 10 10 10 10 8 10 2 10 10 8 2 10 10 2 2 8 2 2 10 8 10 8 10 2 8 10 10 10 left_child=6 2 4 -4 5 -2 10 8 9 -8 11 22 13 15 -15 16 17 18 19 -13 21 -19 23 24 -1 -25 27 -27 -28 -30 right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 20 -20 -21 -22 -23 -24 25 -26 26 28 -29 29 -31 leaf_value=0.011608178501656635 -0.044846188955440708 -0.0013293758682388383 -0.081991439929986823 0.071493274130993725 -0.050561778195896467 0.11556640791120201 -0.040300664127860555 -0.00011164766238245012 0.074998763249923814 0.014677855992822703 -0.064072497102833151 0.0033357477152045584 -0.12059961845003771 -0.0076310998444361414 -0.082461374984903163 0.076498275418014114 -0.039240461325971199 0.069459510308641143 0.058788381684689112 -0.096671797569855791 0.10299273475257389 -0.033174710952345123 0.038249701182886821 -0.079474380338771675 0.067736546528454303 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51.073438644409187 1.1076380610466006 104.71112442016603 113.47620010375978 88.204822540283217 44.85843363 50.885869979858406 1.11765992641449 102.27501678466798 1.1996469497680666 1.1010892987251284 0.1399999335408211 0.31274999678134924 118.51842498779298 181.95790100097659 96.776599884033217 0.1378550007939339 0.11999666318297388 67.847581670000025 68.163682825000009 105.28884506225587 2.310500025749207 92.450927734375014 0.51504999399185192 65.094124090000022 74.797592850000015 105.58964920043947 1439.5050048828127 72.910438015000011 decision_type=10 10 2 10 10 10 10 10 2 10 2 2 10 10 10 10 8 10 10 10 8 10 8 8 10 10 10 10 10 8 left_child=14 2 3 5 8 7 13 -2 -4 10 12 -7 -10 -5 21 -3 17 -17 19 -18 -20 -1 -23 24 -24 -25 27 -27 29 -29 right_child=1 15 4 6 -6 11 -8 -9 9 -11 -12 -13 -14 -15 -16 16 18 -19 20 -21 -22 22 23 25 -26 26 -28 28 -30 -31 leaf_value=0.00067557434581259684 0.097101743390096695 -0.00039511389578807251 -0.17363385704650053 0.044314548305601949 -0.12182651830271754 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num_leaves=31 num_cat=0 split_feature=8 7 8 8 1 4 1 7 1 2 9 7 5 1 7 6 9 7 6 2 8 8 4 3 4 8 9 9 1 0 split_gain=0.781757 6.09115 22.379 13.7354 13.0773 9.78615 9.10822 9.29567 8.11053 7.95407 8.81466 10.2676 7.72709 7.0164 10.7752 5.93046 5.71691 7.56995 5.89033 6.69141 5.24622 5.21553 11.255 10.0953 8.96632 7.50924 12.2769 28.2229 8.34975 8.08933 threshold=50.568756935000003 96.977798461914077 44.077775450000011 42.537642925000007 152.39299774169925 0.078765001147985472 94.790111541748061 91.875728607177749 115.1014976501465 1681.7199707031252 1.096052408218384 94.423061370849624 2.6173266172409062 171.1144943237305 93.792598724365249 53.030780792236335 1.1076380610466006 96.436347961425795 53.494003295898445 3217.5720214843755 30.368199260000001 51.797274035000008 0.042416499927639968 318.92500305175787 0.099062498658895506 52.112075745000006 1.0564270019531252 1.0365875959396365 148.05899810791018 0.0099899997003376501 decision_type=8 8 10 10 10 10 10 10 10 10 2 10 10 10 8 8 2 10 10 10 8 8 8 10 8 8 2 2 8 8 left_child=1 2 3 9 6 8 7 -4 12 10 13 -12 -5 -1 -15 -3 -11 18 -18 -20 -13 22 -2 -24 -25 26 27 -23 -29 -28 right_child=21 15 4 5 -6 -7 -8 -9 -10 16 11 20 -14 14 -16 -17 17 -19 19 -21 -22 25 23 24 -26 -27 29 28 -30 -31 leaf_value=0.012527797087958118 0.10811234454591308 -0.040440572465591372 -0.048253745234100177 -0.097382689147991128 -0.0077501979583110463 -0.14649899244394804 0.072113370225138015 0.054697869589980158 -0.095864442296022534 -0.0057026880774619718 0.11492946682617439 0.073413757259484472 0.083160959237158716 -0.14175729205077439 0.0579714072258024 -0.0015991420658474417 -0.11049540231776961 0.11620600039703154 0.09998537489285364 -0.092950881240553868 -0.066802181631026539 0.15468596926983202 -0.059398652627190518 -0.12704316211394392 0.051343129076177246 -0.00036397370375208858 -0.068051930982718487 -0.14622592781356422 0.067939858422590579 0.1045608468003886 leaf_weight=187.6802188424781 5.8196940124025787 41.408890860009706 14.671632602810858 3.3661246523261132 43.125112498179078 10.222286030650137 94.543606766907033 21.804297849535942 9.3696041181683523 173.35602097166702 17.492012118920687 4.5711076445877525 8.0151875317096692 7.2835758775472614 4.2932714372873315 775.37616009943577 15.094807095825677 2.28277414292097 3.4483836293220511 3.7550140842795372 6.4106669165194043 6.0871495194733169 53.288992505520582 3.3578868694603443 17.514452472329143 8121.7169227947898 3.0729030407965183 10.224406399764117 2.2147595509886751 23.309145130217079 leaf_count=1252 48 298 77 22 261 50 636 115 50 1251 151 25 70 32 23 6525 165 18 18 36 50 38 465 39 102 74069 25 69 43 152 internal_value=0 0.00213225 0.00951371 -0.00211808 0.0400145 -0.0664128 0.0557363 0.0132879 -0.0269609 0.00256025 0.0153044 0.0673491 0.0297636 0.00786726 -0.0676879 -0.0035683 -0.0121022 -0.0572344 -0.0749904 -0.000589158 -0.00843801 -0.000387366 -0.0257994 -0.0363079 0.0226448 -0.000138489 0.0406406 -0.0217532 -0.108094 0.0844554 internal_weight=0 1447.57 630.786 456.641 174.145 30.9732 131.02 36.4759 20.7509 425.668 227.731 28.4738 11.3813 199.257 11.5768 816.785 197.937 24.581 22.2982 7.2034 10.9818 8246.61 79.981 74.1613 20.8723 8166.63 44.9084 18.5263 12.4392 26.382 internal_count=86175 11125 4302 3213 1089 192 828 192 142 3021 1533 226 92 1307 55 6823 1488 237 219 54 75 75050 654 606 141 74396 327 150 112 177 is_linear=0 shrinkage=0.1 Tree=349 num_leaves=31 num_cat=0 split_feature=7 7 7 9 9 9 5 8 8 8 3 9 6 6 8 3 4 3 2 7 6 9 8 4 1 0 8 8 6 8 split_gain=0.770777 8.74097 5.40562 8.45966 5.7368 12.0292 11.977 9.67844 14.1752 12.2287 11.6124 12.8704 7.7126 9.16682 7.24431 7.3142 7.18215 8.18112 6.37166 6.24673 6.76256 9.20528 7.07026 5.99652 6.00915 5.51926 7.55347 9.76974 15.4354 12.9671 threshold=97.963802337646499 98.23557281494142 97.732166290283217 1.024965286254883 1.0514340996742251 1.048164486885071 2.6900134086608891 50.568756935000003 53.385573055000009 44.077775450000011 9.9818997383117694 1.0365875959396365 51.26618957519532 51.001256942749031 56.489202475000006 28.625000000000004 0.1272619962692261 100.03596115112306 1980.0065917968752 96.977798461914077 53.796087265014656 1.0215296745300295 47.827284630000008 0.21012333035469058 30.435000419616703 0.33003500103950506 75.139998530000014 73.557281720000006 53.154035568237312 73.244465885000011 decision_type=8 8 10 2 2 2 10 10 10 8 10 2 10 8 8 10 8 10 10 8 10 2 8 8 10 10 10 10 10 10 left_child=2 -2 4 -4 5 7 18 9 -9 -1 11 19 13 -12 15 -10 17 -8 -7 20 22 -22 -11 25 -25 26 27 29 -29 -6 right_child=1 -3 3 -5 23 6 16 8 14 10 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0028149960666325404 0.034358663262060905 0.00029304405370126409 -0.13983663303017166 -0.017632211899863536 -0.005505600668643508 0.062726530946337983 0.076348868815805326 -0.093558309568544593 -0.054220053871995223 -0.11069302992487998 0.063911158935374773 0.16051517598009657 0.081294500877534648 -0.10218977599107473 -0.10874705887376851 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44 19 118 24 21 40 186 5653 9979 744 1678 525 internal_value=0 0.000762177 -0.00104122 -0.0279035 -0.000554979 0.0102565 0.0582943 0.0045383 -0.0415698 0.0099022 0.0373329 -0.00214594 0.0638224 -0.00260452 0.02529 0.0555871 -0.0289718 -0.0721974 0.087757 -0.0198914 -0.00744513 0.0231416 -0.067923 -0.00186032 -0.0465527 -0.0014904 -0.00319699 -0.00645675 -0.0234801 -0.00375118 internal_weight=0 5545.87 4138.56 73.5813 4064.98 437.917 46.5831 391.334 40.7809 350.553 111.041 44.5884 66.4525 13.8388 17.839 14.5502 11.7577 9.00368 34.8254 40.2025 36.5579 24.2788 12.279 3627.07 29.775 3597.29 3023.38 2121.19 290.895 1830.29 internal_count=86175 48797 37378 615 36763 3234 327 2907 461 2446 766 269 497 98 272 117 115 96 212 247 228 142 86 33529 226 33303 27650 17671 2422 15249 is_linear=0 shrinkage=0.1 Tree=350 num_leaves=31 num_cat=0 split_feature=0 9 4 4 4 8 1 2 9 9 9 6 2 9 5 9 6 7 9 7 7 7 9 9 6 9 3 8 8 7 split_gain=0.817219 4.46931 3.77196 4.96614 7.59609 6.09916 6.31591 5.50558 5.19938 7.74336 5.09458 5.32738 4.87763 6.97245 8.18507 6.89854 4.80223 4.75225 5.82004 5.54598 6.52607 4.41318 4.31456 5.69517 7.1859 4.98543 4.6082 4.29392 7.17419 4.26485 threshold=0.040049999952316291 1.5525022745132449 0.049823999404907234 0.063723500818014159 0.076169498264789595 75.253016200000005 138.72499847412112 451.50035095214849 1.2210472226142886 1.239249646663666 1.0497827529907229 55.852941513061531 5296.0021972656259 1.1459585428237917 2.6199631690979008 1.1710925102233889 57.96794509887696 93.380386352539077 1.0777724981307986 101.12480545043947 105.58964920043947 100.03244400024415 1.2762882113456728 1.3604496121406557 51.23481750488282 1.2694969773292544 2945.109985351563 52.371645130000012 59.698715195000005 94.140834808349624 decision_type=8 2 8 8 8 10 10 10 2 2 2 10 10 2 10 2 8 8 2 10 10 10 2 2 10 2 8 10 10 10 left_child=1 2 22 5 7 6 -4 -5 12 -10 29 -12 17 -14 15 -15 -13 -6 -19 21 -21 -20 25 24 -24 27 -26 -1 -29 -8 right_child=-2 -3 3 4 8 -7 10 -9 9 -11 11 16 13 14 -16 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8.1805907019879687 3.2439352087676507 5.2215805463492861 5.7421673275530338 5.393966782838107 22.786477678973824 113.76147430948913 10.956009924411775 5.3181160986423484 3.2363387448713175 1.3962300189596124 2.2591914462755076 3.1976321234542384 3.5337940067984155 6.0870014312095018 40.380712132900953 73.452519299142295 4.2204342111945152 leaf_count=157 80206 179 701 157 115 225 30 563 29 375 269 39 57 26 25 41 33 315 729 69 30 18 41 265 78 42 43 326 969 23 internal_value=0 0.00335565 0.004413 0.00858595 0.00187072 0.0231872 0.0175399 -0.0235773 0.0104746 0.0359452 0.0417798 0.053246 0.00260129 0.0465601 0.0889062 0.031048 -0.010023 -0.00300122 0.00282861 -0.00515664 -0.0598532 0.00245152 -0.0092606 0.0460127 0.0765238 -0.0143106 0.108332 -0.0113094 -0.0194505 -0.0297248 internal_weight=0 672.175 661.06 506.488 346.931 159.557 147.27 87.6587 259.273 61.2203 62.1377 53.5506 198.052 22.3883 14.2077 8.9861 10.6595 175.664 156.058 133.272 16.2741 116.998 154.571 12.9401 10.6809 141.631 9.28463 138.098 113.833 8.58716 internal_count=86175 5969 5790 3869 2549 1320 1095 720 1829 404 394 341 1425 149 92 67 72 1276 1161 846 99 747 1921 427 162 1494 121 1452 1295 53 is_linear=0 shrinkage=0.1 Tree=351 num_leaves=31 num_cat=0 split_feature=4 8 0 0 1 2 4 0 6 7 6 5 1 6 6 5 0 6 6 1 0 0 5 7 9 6 6 4 4 0 split_gain=0.762723 1.34662 2.47563 3.20634 3.05635 1.76507 1.29943 1.84974 2.59217 1.56413 0.894829 0.891117 1.71691 2.20109 2.12147 1.04088 3.54756 1.84966 3.28399 2.24605 1.01135 0.975842 6.16668 4.7709 6.77949 4.35115 4.25339 3.99458 2.73889 2.66584 threshold=0.28014999628067022 73.557281720000006 0.38492329418659216 0.4379699975252152 57.65950012207032 35.120000839233406 0.2658079862594605 0.24224997311830523 59.514837265014656 94.479389190673842 61.122201919555671 2.8502999544143681 92.16300201416017 53.894306182861335 53.275117874145515 2.8200349807739262 0.23211999982595447 55.096605300903327 54.590385437011726 44.649999618530281 0.060004999861121185 0.90049999952316295 2.5673632621765141 98.310241699218764 1.5838068723678591 54.065002441406257 54.664556503295906 0.16244000196456912 1.0000000180025095e-35 0.80524998903274547 decision_type=10 10 10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 8 10 10 8 2 8 10 10 10 10 left_child=6 2 -2 -4 -5 -3 11 -8 -9 -10 -6 15 13 14 20 21 17 18 19 -17 -13 29 23 24 25 -23 -25 28 -24 -1 right_child=1 5 3 4 10 -7 7 8 9 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 27 26 -26 -27 -28 -29 -30 -31 leaf_value=-6.6449759363695493e-06 -0.11966984988752279 -0.0092643274391345596 0.2077598568837952 -0.11195565697703405 0.0041257786404005192 -0.12995218699553182 0.11827869659822943 0.089947332617405715 0.040513340820300628 -0.087116909997081104 0.13290824837734416 0.13632259457205037 0.1263027511235125 -0.11744424010392879 0.20106949048653414 0.10261377496243662 -0.11471516900094779 -0.13209219039877521 0.16700229342014455 -0.084455834418849282 -0.056983101581985135 0.018921490275693301 0.053672089922956662 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0.0427432 0.000567993 0.058175 -3.57899e-05 -0.0354088 0.0184107 0.0432318 -0.0191926 -0.0100637 -5.28472e-06 -0.0111994 0.0016636 0.0447828 0.0689501 -0.0156278 -0.0732583 -0.0925738 8.51655e-05 internal_weight=0 10.6866 5.81689 4.57852 3.66886 4.86974 9659.87 8.84019 6.65945 4.05224 2.17264 9651.03 4.87185 3.23769 2.17565 9646.16 8.31154 4.95139 4.25041 2.8254 1.47248 9637.85 77.2511 63.9883 18.3154 15.8193 45.6728 13.2629 11.8011 9560.6 internal_count=86175 944 884 627 622 60 85231 100 86 65 67 85131 203 178 105 84928 223 178 170 163 97 84705 1334 1083 280 206 803 251 226 83371 is_linear=0 shrinkage=0.1 Tree=352 num_leaves=31 num_cat=0 split_feature=2 7 8 1 2 0 4 8 8 3 1 1 9 1 6 5 5 2 5 8 9 6 8 5 7 3 9 5 6 8 split_gain=0.756847 3.12306 3.36075 2.9761 2.63262 3.17171 3.01973 2.43318 20.9917 18.4631 20.2871 15.5714 11.7487 11.9935 13.2558 11.7321 10.8007 9.78032 9.16917 13.2814 8.57046 7.93851 7.24799 10.3778 8.39063 7.01215 6.62613 9.94664 17 7.92269 threshold=624.97500610351574 87.25397109985353 71.117230790000008 inf 614.59500122070324 0.34000007808208471 0.074544999748468413 53.814256215000007 58.216000655000009 60.416963577270515 132.85200500488284 90.188610076904311 1.0514340996742251 77.375000000000014 53.828397750854499 2.310500025749207 2.5826166868209843 1580.6350097656252 2.6900134086608891 54.454116875000004 1.0564270019531252 56.720886230468757 56.807741540000009 2.4100500345230107 89.466571807861342 30.295001029968265 1.1426048278808596 2.5751932859420781 53.929851531982429 41.920930845000008 decision_type=8 8 10 8 10 10 10 8 10 8 8 8 2 10 10 8 10 10 8 10 2 10 10 10 8 10 2 10 10 10 left_child=1 2 -1 4 -3 6 -6 26 9 11 12 25 18 14 -14 17 -13 -12 -11 -20 -10 -15 24 -24 -17 -9 29 28 -28 -2 right_child=7 3 -4 -5 5 -7 -8 8 20 10 15 16 13 21 -16 22 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.094153072824933043 -0.0040336510654612736 0.0006033076311723895 0.008419743282955066 -0.10947791588570149 0.033962371871958594 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is_linear=0 shrinkage=0.1 Tree=353 num_leaves=31 num_cat=0 split_feature=6 5 6 0 7 8 1 9 6 5 5 7 3 9 8 5 7 0 1 5 5 8 0 7 3 6 5 9 3 9 split_gain=0.799632 3.9452 3.17101 4.05937 3.73059 12.4311 7.7993 5.15318 5.98712 3.51668 6.85121 8.14724 5.75848 4.83297 4.15407 3.9694 3.68724 3.81001 3.44198 3.04818 3.19043 2.91816 4.77662 5.6397 4.54703 3.92691 4.74085 7.77329 7.07365 6.29571 threshold=51.514183044433601 2.4002467393875127 51.682460784912116 0.0099899997003376501 86.067459106445327 83.945794545000012 100.96319961547853 1.1193306446075442 53.275117874145515 2.5729150772094731 2.6510967016220097 89.830139160156264 89.33499908447267 1.2797898054122927 22.435539010000003 2.5273933410644536 90.432712554931655 0.60015001893043529 91.564998626708999 2.7192049026489262 2.7100449800491337 88.018790025000015 0.028716756962239746 95.482738494873061 800.78533935546886 51.424877166748054 2.6099965572357182 1.5147894620895388 9.5827898979187029 1.5147894620895388 decision_type=8 10 8 10 8 10 10 2 8 10 10 10 10 2 10 10 8 8 10 10 8 10 10 8 8 8 10 2 10 2 left_child=1 -1 3 -2 5 6 -4 8 -8 15 11 12 -11 14 -13 -5 17 19 -16 20 -12 -3 23 -23 25 26 29 28 -28 -24 right_child=2 21 4 9 -6 -7 7 -9 -10 10 16 13 -14 -15 18 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.11091815922543294 -0.080560172656322662 -0.004451091030078091 0.10769128303125314 0.047981532687069048 0.00019499237629326486 -0.12657324145418933 -0.055603545441995507 -0.10788098787271552 0.11173491851342628 0.20670774366694711 -0.039723075904206297 0.1083058093556275 0.075762537349851958 0.094852503565768853 0.042051905143974694 -0.080938142001742208 0.032675778266024157 0.10559602414355383 -0.06697655775683635 0.011095676729160538 -0.17807250469696681 -0.3280221310470196 -0.0019715579866022011 0.017644777406217303 0.052066098241709449 -0.097289657688414855 -0.11258349764191222 -0.026935527818109029 0.064069702947848153 0.11120924606907866 leaf_weight=3.3597470008535302 4.1104489285498849 840.96257563027757 5.8275681715458694 3.7256187449747795 8551.0747208859175 9.9340969272889179 4.9062107820063803 5.2855617092791354 3.7895536329597244 4.3998945700004723 15.8023191188695 2.444822993129498 14.187405993172431 5.8015927965752772 4.1893434639205216 6.6534166150959209 25.554624462602078 2.3029196914285412 9.3757227687165123 11.938466221501583 1.8633939363062371 0.89319617925502703 10.325574685004542 1.0009241005172953 25.5567230679153 3.6456202838453455 2.5528506934642818 46.893590972060338 20.224678581449552 9.378801688551901 leaf_count=79 43 10115 52 48 72793 77 38 76 24 31 184 14 133 67 41 69 412 14 76 231 17 22 124 28 423 55 13 509 310 57 internal_value=0 -0.0027439 0.000290561 0.0169818 7.20203e-05 -0.0352823 0.0104998 -0.0300107 0.0173214 0.020686 0.0265561 0.0581123 0.106759 0.0166564 -0.01168 -0.0346616 0.00437031 -0.0182997 -0.0333049 -0.0279376 -0.0543163 -0.00236588 0.0121901 -0.145359 0.0147067 0.00444251 0.00859216 -0.00365608 0.0442708 0.0518997 internal_weight=0 964.794 8693.17 112.35 8580.82 29.743 19.8089 13.9813 8.69576 108.24 97.8605 40.3988 18.5873 21.8115 16.0099 10.379 57.4617 31.9071 13.5651 29.6042 17.6657 961.435 120.472 1.89412 118.578 93.0211 89.3755 69.6711 22.7775 19.7044 internal_count=86175 11735 74440 1380 73060 267 190 138 62 1337 1220 362 164 198 131 117 858 446 117 432 201 11656 1541 50 1491 1068 1013 832 323 181 is_linear=0 shrinkage=0.1 Tree=354 num_leaves=31 num_cat=0 split_feature=0 4 8 8 5 5 2 1 9 9 1 9 3 3 4 9 7 9 1 5 0 9 3 8 7 2 2 6 8 8 split_gain=0.800984 4.18322 6.49464 9.88263 5.58825 5.35443 9.99068 5.58576 5.20453 12.5121 6.87371 6.83473 5.90415 5.76535 7.22252 8.74103 8.25853 7.85606 5.8863 8.68625 7.84445 5.5913 5.20428 5.02312 4.95172 4.81612 7.10448 11.288 8.05907 7.86037 threshold=0.25002999603748327 0.15003500133752826 59.778939185000006 59.86349009500001 2.2857300043106084 2.7073333263397221 1365.7219848632815 108.57004928588869 1.1209892034530642 1.1276808977127077 82.004386901855483 1.1293502449989321 55.850948333740241 122.10000228881837 0.18784166872501376 1.1744956374168398 100.61675262451173 1.2342023253440859 64.890895843505874 2.670010089874268 0.20254000276327136 1.1493571400642397 239.47029876708987 73.498535265000015 101.54062652587892 6746.2304687500009 914.20001220703136 53.860177993774421 52.371645130000012 55.038618855000003 decision_type=8 8 10 10 8 8 8 10 2 2 10 2 10 10 8 2 8 2 10 8 10 2 10 10 10 10 10 10 10 10 left_child=1 -1 4 -4 -3 7 -7 8 10 -10 12 -11 -5 14 18 21 23 -18 -13 20 24 -16 -15 -17 -20 26 27 -6 -28 -30 right_child=-2 2 3 5 25 6 -8 -9 9 11 -12 13 -14 22 15 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.00011839337054047083 -0.00087373500993342317 -0.11546728892365812 -0.14371757287194328 0.062674092726984737 0.088081802258310526 -0.007782044270006826 -0.12774125048502213 0.064347807577825752 -0.118429836943094 0.15437411927007547 0.099241319635906808 -0.079423204803740585 -0.074233061699090039 0.050892888433482809 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29 241 25 54 45 122 123 51 51 49 161 25 35 37 272 518 86 165 internal_value=0 0.00095065 0.00952432 0.00104999 0.0246706 0.00315397 -0.0196378 0.0104998 0.00621086 0.000722026 0.0485383 0.00601749 -0.00418146 0.00359103 -0.00927214 0.016755 -0.00541811 -0.0356401 -0.0320909 -0.0128991 -0.0318328 0.0861459 0.0275839 0.058052 -0.0568314 0.0268672 0.0235625 0.0377473 -0.00559547 -0.0374377 internal_weight=0 4564.03 505.993 324.459 181.535 319.811 77.9515 241.859 224.017 198.302 25.7149 189.864 12.6067 186.808 121.61 56.8111 43.0537 29.166 64.7989 46.1048 38.7345 13.7574 65.1982 13.8877 29.6004 178.733 171.771 115.555 56.2158 32.9274 internal_count=86175 41090 3704 1976 1728 1947 545 1402 1308 1175 133 1140 62 1126 724 320 246 167 404 260 209 74 402 79 158 1697 1660 1137 523 251 is_linear=0 shrinkage=0.1 Tree=355 num_leaves=31 num_cat=0 split_feature=5 0 7 0 7 4 9 9 1 4 0 2 5 6 5 2 8 3 8 4 3 8 1 7 4 4 0 7 5 9 split_gain=0.784999 2.72632 5.18781 4.3489 5.64591 8.09755 5.9096 7.99408 5.64208 8.12735 4.86937 6.36902 6.10302 5.51244 4.81991 9.96685 4.28232 5.25883 4.1948 3.91685 3.76135 6.03774 3.22172 3.21259 3.06253 2.96383 2.89656 5.96556 4.70506 6.55365 threshold=2.7300167083740239 0.29999986290931707 84.420028686523452 0.3500001877546311 88.570766448974624 0.04311600141227246 1.2661221623420718 1.2610664963722231 111.50355148315431 0.03184849955141545 0.42000003159046179 3217.5720214843755 2.74170994758606 51.514183044433601 2.7409050464630131 7967.4946289062509 65.504867765000014 70.163276672363295 61.931032750000007 0.039457499980926521 119.62250137329103 64.776414430000017 94.196922302246108 86.067459106445327 0.06956499814987184 0.030594499781727794 0.22001499682664874 103.9820899963379 2.740015029907227 1.2762882113456728 decision_type=10 10 8 10 10 10 2 2 10 8 8 8 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 2 left_child=-1 26 -3 8 5 14 7 10 -4 -10 11 20 13 -12 19 23 17 -11 -8 -5 21 -6 -7 -16 -15 -14 27 28 29 -2 right_child=1 2 3 4 6 22 18 -9 9 16 12 -13 25 24 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00020263542063582625 0.038325745885128056 -0.15403566588386045 0.076181570983056793 0.10915132841078284 -0.069678052997154905 0.13351095332382937 -0.17241921905180779 -0.20315022196737287 0.13893567465402426 0.10849565553542176 -0.033793737661080597 -0.097363782391962639 -0.20445332410030478 -0.26757598366208646 -0.06302941739346539 -0.11230386410158946 0.092699892852942167 -0.11082706349988541 0.092084553187026255 -0.032139144190888064 0.093354583101583358 0.10899526915135534 0.049699404832138944 0.064600891962499199 -0.10678393691338944 0.013886497147722996 -0.016819186761020698 0.13267592426824976 -0.0074992920570720019 -0.049019319180629822 leaf_weight=9221.5632642480014 55.818472450540867 1.7713189053756639 23.973168399061251 5.5048980895953736 5.1751397468615377 7.2041724673181333 0.66163512691855331 2.5535222925245753 3.0256125384839816 1.2900821088260235 4.2680007707094756 4.0803717281669369 0.66867368773091485 2.4684942150488496 2.6187007769985957 8.4873008524082234 1.7949377861805267 7.1656741792539833 6.3928649497247534 3.0486577830743045 7.6135758884483939 2.9805199322872795 12.622493334682074 7.9883459104166832 2.27738256752491 8.8518711779615824 84.723501461521664 3.6017426899052216 140.25842874151931 10.152730247478756 leaf_count=77615 523 27 330 52 43 292 4 16 78 8 41 36 4 29 21 84 49 107 218 20 60 65 78 66 16 507 1447 55 3612 672 internal_value=0 0.00417318 0.0159704 0.0182395 0.00693207 0.031383 -0.0172552 -0.0318221 0.0472191 -0.00507869 -0.0204244 0.0139928 -0.0572837 -0.116257 -0.00359058 -0.0315359 -0.0475862 -0.0773653 0.067277 0.0587926 0.0428068 -0.00438114 0.080153 0.0330911 -0.190417 -0.00144856 -0.00121319 0.00508804 0.00285975 0.0248837 internal_weight=0 429.042 134.487 132.716 95.4666 47.4746 47.9921 40.9376 37.2495 13.2763 38.384 19.8496 18.5344 9.01388 27.6479 19.0943 10.2507 8.45576 7.0545 8.55356 15.7692 8.15566 19.8267 10.607 4.74588 9.52054 294.555 209.831 206.23 65.9712 internal_count=86175 8560 2251 2224 1652 613 1039 817 572 242 801 204 597 86 243 171 164 115 222 72 168 108 370 87 45 511 6309 4862 4807 1195 is_linear=0 shrinkage=0.1 Tree=356 num_leaves=31 num_cat=0 split_feature=9 9 9 1 3 4 8 5 8 3 9 9 9 9 6 9 8 6 7 7 9 1 2 4 1 7 1 9 6 8 split_gain=0.784846 10.0904 21.6235 18.5813 10.8568 9.20079 8.92089 15.2943 19.8137 25.6273 15.7951 15.5735 13.0786 12.3072 14.0427 11.706 10.9717 9.93943 10.1844 12.1033 9.70649 8.83622 8.7325 8.694 9.22747 8.37136 8.2672 8.203 8.1642 8.16208 threshold=1.1761901974678042 1.1861543059349062 1.1844688057899477 155.65999603271487 6.710400104522706 0.2658079862594605 71.67887041500002 2.5900232791900639 76.526457160000021 206.50534820556643 1.0845726132392886 1.1392991542816164 1.116006135940552 1.1426048278808596 54.970867156982429 1.1143009066581728 73.130797875000013 53.275117874145515 106.59830856323244 93.319149017333999 1.1493571400642397 85.037765502929702 112.51330184936525 0.16999850422143939 155.65999603271487 93.792598724365249 98.759304046630874 1.1359563469886782 50.359931945800788 75.474242615000023 decision_type=2 2 2 10 10 8 10 8 10 10 2 2 2 2 10 2 10 10 10 8 2 8 10 10 10 10 10 2 8 10 left_child=6 2 4 -4 5 -2 -1 16 9 10 29 12 -10 -13 22 -11 -8 25 19 20 21 -19 -15 24 -21 -18 -14 -20 -24 -9 right_child=1 -3 3 -5 -6 -7 7 8 11 15 -12 13 26 14 -16 -17 17 18 27 23 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0014596415991521806 -0.090408430073770182 -0.00019067236265766585 0.10104440730382394 -0.14035404248882002 5.4364427369132782e-05 0.11472466074345847 -0.13586828088286959 -0.0055629880799036536 -0.0088706269075794226 0.020919565216373254 -0.084108985763398286 -0.096666433247230302 0.017301663817367582 0.034457971688719252 0.051507013910606386 -0.032521503022594322 0.020021918076415998 0.13149347893981703 -0.11465492290181226 0.078071044156323266 -0.13802466267246913 -0.040561191951031937 0.076655515138624147 -0.00028915699766042443 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0.00795983 -0.0253395 -0.0175785 -0.011158 0.0141091 0.0172443 0.0302219 0.0417631 -0.0311004 0.015417 -0.027716 0.054018 0.0678153 -0.0162658 0.0283357 -0.0233401 -0.0357488 0.0318386 internal_weight=0 4802.48 257.259 45.4786 211.781 16.9459 4845.86 1128.23 894.898 291.201 120.383 603.696 381.372 222.324 200.507 170.818 233.333 228.555 164.751 135.545 19.5151 13.5989 174.85 116.03 92.5235 63.804 172.515 29.2063 154.844 13.1953 internal_count=86175 50172 2034 339 1695 198 36003 8776 7179 2941 1773 4238 2687 1551 1450 1168 1597 1569 1120 893 111 79 1274 782 618 449 954 227 1173 233 is_linear=0 shrinkage=0.1 Tree=357 num_leaves=31 num_cat=0 split_feature=4 4 6 1 9 7 6 0 0 3 0 9 3 8 5 2 2 0 7 6 5 8 8 6 8 8 3 3 1 6 split_gain=0.800836 4.81404 5.69187 4.80007 6.591 5.54319 6.56405 6.61797 8.51932 6.12439 4.46307 5.17072 5.5789 5.926 4.98303 5.04638 6.04262 4.41126 4.09568 4.40676 4.76922 7.13238 4.0917 7.25662 9.51329 7.25167 8.69677 6.48116 6.39876 6.35918 threshold=0.13950666785240176 0.15003500133752826 51.457010269165046 110.03092193603517 1.2593680024147036 95.606250762939467 63.199125289916999 0.27705000340938574 0.18814010918140414 13.431650161743166 0.15000005066394809 1.4775379896163943 45.620000839233406 59.778939185000006 2.559956550598145 914.20001220703136 6449.7519531250009 0.14260333776474002 106.59830856323244 55.757673263549812 2.5870165824890141 74.980382370000015 68.163682825000009 54.469223022460945 30.368199260000001 74.941262460000019 14.612899780273439 36.131723403930671 80.410102844238295 62.096370697021491 decision_type=10 10 8 10 2 8 8 8 10 10 10 2 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 8 left_child=-1 2 -2 10 5 -5 7 8 -7 -9 11 12 13 -3 -14 18 -17 -15 19 -16 -21 -22 23 27 -25 26 -24 -4 -29 -28 right_child=1 3 22 4 -6 6 -8 9 -10 -11 -12 -13 14 17 15 16 -18 -19 -20 20 21 -23 25 24 -26 -27 29 28 -30 -31 leaf_value=0.00030842714029776663 0.10348413877157446 0.051814608541677555 -0.099253764220432403 0.095834027214198092 0.12235938708523436 -0.030777364234048622 0.090763917727779655 0.017130645459957843 0.086360025036533186 -0.091433836296008028 -0.0062265758613155621 -0.10849911565148043 -0.0093020934718919032 -0.039954378695197051 0.078244107534070947 -0.035242822180256116 0.067927112393181263 0.076053022727740768 0.10948416139650199 0.068077727851654918 0.016949179748089099 -0.13741763773884541 0.035714536064618899 -0.064312693756638867 0.018754085361407963 0.010189982729210097 -0.065295708820165638 0.079301655292454892 -0.030432276372361955 0.046783678182673399 leaf_weight=8605.689406548574 4.1421367129078126 11.112895820127958 11.981114730573607 7.7929559946060172 6.5582765277431454 12.641956992447382 7.767856136430054 8.5614408108813205 12.201408028602598 13.219666983466594 452.12853320933937 3.5022438254673025 32.574271664605476 38.962416467140429 20.682561759836972 17.873681532219056 8.3193778097629529 3.5789640750735989 9.5825482490472478 15.735302165150641 28.706361305085011 3.3415509529877445 11.697649997659026 15.744329027482307 110.91234674569569 33.887820996111259 68.816756276413798 6.0188930199947199 45.367734577739611 5.464286107569932 leaf_count=78115 36 95 92 41 97 72 60 71 63 98 4257 67 199 205 126 100 43 20 52 89 182 17 79 123 695 337 406 34 269 35 internal_value=0 -0.00264355 -0.0129638 0.00189017 0.027012 0.0169564 0.00565534 -0.00852415 0.0267527 -0.0487607 -0.000782737 0.0119063 0.0141202 -0.013209 0.0248378 0.0355061 -0.00247423 -0.0301948 0.0482523 0.0396822 0.022991 0.00085376 -0.0145203 -0.00539408 0.00842829 -0.0289881 -0.0444299 -0.0330216 -0.0175792 -0.0570509 internal_weight=0 1028.88 314.033 714.844 68.7436 62.1853 54.3923 46.6245 24.8434 21.7811 646.101 193.972 190.47 53.6543 136.816 104.241 26.1931 42.5414 78.0483 68.4658 47.7832 32.0479 309.891 190.024 126.657 119.867 85.9787 63.3677 51.3866 74.281 internal_count=86175 8060 2106 5954 502 405 364 304 135 169 5452 1195 1128 320 808 609 143 225 466 414 288 199 2070 1213 818 857 520 395 303 441 is_linear=0 shrinkage=0.1 Tree=358 num_leaves=31 num_cat=0 split_feature=6 5 6 3 7 2 2 0 5 8 7 8 0 3 5 9 1 2 9 0 3 7 1 7 4 6 9 8 1 0 split_gain=0.787804 3.5497 2.67326 6.41175 5.02681 7.30476 7.02634 5.4519 5.48047 6.95171 8.14413 5.05309 4.59023 4.27585 4.21509 4.06597 7.69873 4.80401 4.83291 3.90638 3.83259 3.74401 4.02666 3.93873 4.23714 3.58624 3.57555 3.52834 3.52776 4.25275 threshold=51.514183044433601 2.4002467393875127 52.079084396362312 2305.724975585938 91.98459625244142 3871.658325195313 3997.3659667968755 0.56020000576972973 2.6798100471496586 66.558369800000023 100.87987136840822 84.859308435000017 0.033010000362992294 8.6812500953674334 2.7736699581146245 1.0928202867507937 101.26010131835939 3420.414916992188 1.1326038241386416 0.030000104568898681 75.536796569824233 91.929523468017592 124.70980072021486 88.358043670654311 0.03688549995422364 51.853130340576179 1.2627818584442141 63.771519430000005 203.32500457763675 0.15990499407052997 decision_type=8 10 8 10 10 10 10 8 10 10 8 8 10 10 8 2 10 8 2 10 10 8 10 10 10 10 2 8 10 10 left_child=1 -1 3 4 5 12 -7 8 13 10 -10 -11 25 -6 28 16 -14 18 -17 -5 -9 22 23 24 -20 -2 -19 -24 29 -8 right_child=2 -3 -4 19 7 6 14 20 9 11 -12 -13 15 -15 -16 17 -18 26 21 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.10994100132586691 -0.072864100741385232 -0.0023784583083736877 -8.6392237607932579e-05 0.032067274940719752 -0.1397586721856553 -0.17481216016431214 -0.014863643889554971 -0.1498233382470496 -0.015296876393756055 0.10507009983547588 0.19739917011511587 -0.10896363579643345 -0.039343057048651743 -0.011051955054010439 -0.12116426942308484 0.11017876209145694 0.063405383510850524 0.07294955375501079 0.16263567799145109 -0.050053133697640577 0.050246593635853078 -0.062202610865785227 0.095162460276685901 0.03835171659817857 0.047506157054813605 0.039871901714965935 0.21392254364882343 -0.050146259982041808 0.082094736656994183 0.027354598649507657 leaf_weight=3.0779644903668659 6.4043747175019217 957.72847484794693 8279.2751295059006 7.3496823768364257 2.6765886492794371 2.2072422893252215 53.532153490668861 4.0868392029005909 24.977732402374389 12.87907894364616 1.9400453437847307 1.2063640581764055 14.902938098879533 72.421428601781372 2.5645889973384319 10.456396063789724 14.279835938941686 4.3693491816520682 6.0296833474421856 27.341752602893393 1.2504341476014813 3.5917602217450613 2.1596229567076053 42.30249792651739 6.8037207661545835 5.0441152644343674 3.0586070888675749 7.3863357930385982 6.1451054792851201 43.046187214902602 leaf_count=79 65 11656 69840 101 26 19 583 60 279 159 18 128 117 590 55 86 92 32 49 689 21 202 15 536 57 49 26 87 35 424 internal_value=0 -0.00272304 0.000294924 0.00838127 0.0123833 0.0209418 0.00176491 -0.0041281 0.000414841 0.0298181 3.27685e-05 0.0867389 0.0372004 -0.0156392 0.00546665 0.043195 0.0109342 0.0541221 0.0468691 -0.0326552 -0.10295 0.037173 0.0426913 0.0530731 0.101599 -0.0231935 0.130998 -0.0172724 0.00862811 0.00395356 internal_weight=0 960.806 8669.69 390.414 355.723 234.285 107.495 121.439 116.101 41.0032 26.9178 14.0854 126.789 75.098 105.288 115.341 29.1828 86.158 78.73 34.6914 5.33727 68.2736 64.6819 55.1359 12.8334 11.4485 7.42796 9.54596 102.723 96.5783 internal_count=86175 11735 74440 4600 3810 2529 1116 1281 1200 584 297 287 1413 616 1097 1299 209 1090 1032 790 81 946 744 642 106 114 58 102 1042 1007 is_linear=0 shrinkage=0.1 Tree=359 num_leaves=31 num_cat=0 split_feature=9 6 1 5 8 8 2 3 1 1 1 8 8 8 2 7 3 3 2 2 4 3 6 9 1 3 1 9 2 2 split_gain=0.780935 2.5393 2.76284 3.12861 2.32979 4.25277 3.14162 2.87469 2.47682 2.43758 2.73123 4.87253 4.77634 3.0909 3.19772 4.2259 5.86131 5.89168 3.04646 2.8444 7.25407 2.70984 3.62605 3.31852 3.15731 5.07585 3.47591 2.70852 3.3646 3.69617 threshold=1.0116130113601687 53.186521530151374 93.900451660156264 2.6116249561309819 50.568756935000003 49.091092425000006 69.795700073242202 6.3065781593322763 40.679105758666999 119.45774841308595 91.850250244140639 47.108760685000007 41.376632000000008 39.379337840000005 69.795700073242202 98.050918579101577 161.82949829101565 2.920450091362 312.96499633789068 91.058799743652358 0.16477882862091067 104.41055297851564 60.751745223999031 1.0099684596061709 61.094999313354499 3.3227499723434453 83.523078918457045 1.0049744844436648 16.724999427795414 39.329999923706062 decision_type=2 8 8 8 10 10 10 10 8 10 8 10 8 8 10 10 10 10 8 8 8 8 8 2 8 10 10 2 10 10 left_child=1 2 -1 -4 5 8 7 -6 -3 10 13 12 -12 -10 21 16 17 -16 -18 20 -14 22 -15 24 25 -24 27 28 -26 -30 right_child=-2 4 3 -5 6 -7 -8 -9 9 -11 11 -13 19 14 15 -17 18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 29 -31 leaf_value=0.14534734468336863 0.00012800471694928087 0.098323017289819375 -0.084744027646704426 0.040973022534190912 0.050362672424996514 -0.10487851964729998 0.11305650985119874 -0.070518182843992666 -0.13071328583016589 0.010162399335169339 -0.011692383534267164 0.10147954190116798 -0.11839445805847226 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28 146 328 270 18 47 70 73 50 30 202 23 164 34 26 34 17 71 27 59 32 36 20 internal_value=0 -0.00607258 0.0338434 0.0171029 -0.00913702 -0.0119207 0.0342743 -5.04162e-05 -0.00939556 -0.0106992 -0.0174038 -0.0347787 -0.0414425 -0.00548505 -0.00232984 0.0143849 0.00109213 0.0223136 -0.0707846 -0.0728244 -0.0221292 -0.027402 -0.0356316 -0.0228979 -0.0119673 -0.0638218 0.0144185 0.0403086 0.00337571 0.0420798 internal_weight=0 207.595 14.8012 12.8691 192.794 181.176 11.6176 8.09201 176.385 174.275 131.888 53.6617 51.1596 78.2266 76.3041 45.7825 38.4265 29.6673 8.75921 24.8971 7.66177 30.5216 28.3584 25.1669 23.076 7.78216 15.2939 11.8106 7.40571 5.56937 internal_count=86175 2380 126 110 2254 2151 103 59 2097 1777 1449 533 515 916 770 378 328 275 53 245 81 392 366 296 279 61 218 159 127 56 is_linear=0 shrinkage=0.1 Tree=360 num_leaves=31 num_cat=0 split_feature=0 6 6 8 1 6 9 7 5 1 5 5 0 7 1 4 8 8 9 9 3 5 5 8 6 3 8 3 1 6 split_gain=0.748335 2.02143 1.82484 1.67559 1.52624 1.29463 1.16955 1.14114 1.04645 1.00201 0.98841 0.905587 0.825513 3.27889 4.83401 5.17371 4.58916 6.6575 6.52447 6.48361 6.30027 5.61629 4.7941 8.016 4.44522 4.17387 3.96064 3.46914 3.35397 3.22217 threshold=1.4203000068664553 51.514183044433601 54.247951507568366 83.723137205000015 46.343500137329109 58.767860412597663 1.3131380677223208 99.014732360839858 2.4200600385665898 73.243469238281264 2.4100500345230107 2.4801000356674199 0.72929999232292186 93.060775756835952 110.3452491760254 0.052005000412464149 60.968498590000003 72.315607970000016 1.2161991596221926 1.2259938120841982 8.2114148139953631 2.5600099563598637 2.3698499202728276 52.371645130000012 50.300912857055671 13.431650161743166 52.371645130000012 2.59309995174408 114.56774902343751 54.704156875610359 decision_type=10 8 10 8 10 10 2 10 8 8 10 10 10 8 10 8 8 10 2 2 10 10 10 10 10 10 10 8 8 10 left_child=12 -2 4 6 -3 -5 11 -8 10 -7 -6 -4 -1 14 15 24 19 18 -18 21 -20 22 26 -24 -14 29 -15 -23 -16 -19 right_child=1 2 3 5 8 9 7 -9 -10 -11 -12 -13 13 16 28 -17 17 25 20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-7.7346157973930813e-05 0.083443973318581832 0.020816527875928331 -0.088219443993480071 0.077995884834080417 -0.10252921249198527 -0.14194224357047264 -0.042819216884107197 0.06896643047204952 -0.14223034387007294 0.025933488672077721 0.16237300083911244 0.024519786078559435 0.069174460733479923 0.049897583255890846 0.20116594070852878 0.040190938113181529 -0.11254714287963669 0.057963371578722993 -0.074412057138151397 -0.11047178123011192 0.11778676880913419 -0.097975020720260902 0.051800932300768501 0.22187585686139022 -0.11321786368135728 -0.076935845165932132 -0.078199927212076095 0.021238983805795572 0.061892016258991045 -0.0044046611860298051 leaf_weight=9467.9620345801959 1.7307231625309238 1.0455817952752138 4.075949048468825 2.9158996084588589 0.34811487778642947 0.56098007550463047 2.1018768367866874 1.614772395667387 2.8454419506742852 0.9708849395683502 0.23657509684562683 0.86342150741256762 1.8219183263427128 10.529335477520364 2.1272679375251728 15.172370887361465 11.90851280000061 12.060382759082129 3.9079045422258778 3.2258395180106154 3.0262815470632631 4.0136880148784231 8.7434296337887627 4.0572003927081814 5.0124201107246336 5.6467879168922073 3.1315747909247866 6.2296892562881121 9.2379555159714073 26.453046566806734 leaf_count=83777 44 9 202 34 75 23 36 30 77 26 1 34 22 115 26 172 118 115 171 44 52 34 85 31 47 212 49 44 118 352 internal_value=0 -0.0196717 -0.0298236 -0.010994 -0.0849521 0.0388914 -0.0366268 0.00574829 -0.117193 -0.0355438 0.00465454 -0.0685122 3.38932e-05 0.00776072 0.035 0.00764887 -0.00107046 -0.0178802 -0.0676447 0.025452 0.00946913 0.0373978 0.0617353 0.105707 -0.0645952 0.00335377 0.020533 -0.0254729 0.0879604 0.0151257 internal_weight=0 19.3102 17.5795 13.1038 4.47571 4.44776 8.65602 3.71665 3.43013 1.53187 0.58469 4.93937 9604.27 136.306 33.3719 22.0067 102.934 63.0029 18.8427 39.9308 6.93419 36.7049 26.4615 12.8006 6.83434 44.1602 13.6609 10.2434 11.3652 38.5134 internal_count=86175 591 547 385 162 83 302 66 153 49 76 236 85584 1807 385 241 1422 1020 341 402 223 358 280 116 69 679 164 78 144 467 is_linear=0 shrinkage=0.1 Tree=361 num_leaves=31 num_cat=0 split_feature=8 1 6 9 9 7 1 3 2 7 8 8 2 9 9 9 9 9 9 6 7 3 2 7 6 6 2 9 8 0 split_gain=0.764945 4.49035 9.0367 8.50142 12.4873 7.97427 6.74466 4.95518 4.89565 4.13802 7.9268 6.60584 5.7239 4.89905 6.03265 4.319 5.92123 4.54973 10.4381 12.2084 7.63705 5.25895 5.23484 5.23214 8.81699 5.00689 4.21282 4.21226 6.19875 5.35149 threshold=86.904427585000022 106.68192672729494 51.073438644409187 1.6201764941215517 1.1493571400642397 97.963802337646499 91.284999847412124 2945.109985351563 66.224700927734389 89.889560699462905 87.182795360000014 87.238997570000009 3420.414916992188 1.1326038241386416 1.5024287104606631 1.6973063349723818 1.6808274388313296 1.5838068723678591 1.6483626961708071 50.41822814941407 93.496208190917983 14.215449810028078 575.37423706054699 95.87570953369142 53.894306182861335 55.664741516113288 123.49499893188478 1.5147894620895388 87.952414245000014 0.21962000429630282 decision_type=10 10 8 2 2 8 8 10 10 10 10 10 8 2 2 2 2 2 2 10 10 10 10 10 10 8 10 2 10 10 left_child=-1 2 7 4 5 -4 -5 -2 -3 13 12 -12 -11 -10 -15 16 17 20 19 -19 -13 25 -22 24 -23 -20 -25 28 -16 -29 right_child=1 8 3 6 -6 -7 -8 -9 9 10 11 15 -14 14 27 -17 -18 18 21 -21 22 23 -24 26 -26 -27 -28 29 -30 -31 leaf_value=0.00021578717377809329 0.0016091726665702966 -0.06752618799234654 -0.088442896979245844 0.077019478840612721 -0.10063625452141751 0.015018803563207554 -0.017412365324443721 0.071777520514015619 0.11331337530208195 -0.11723839578474678 0.094650161716640022 0.054412790192323923 0.047067605636316644 -0.091069705507720644 -0.11984223294847846 -0.084197788074576424 0.089675961443019064 0.11026608630709485 -0.13476522016317266 -0.10533168952782808 0.036401735598653229 0.071118277513154554 -0.064571752143753228 0.012695708338888879 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-0.00511009 -0.00741122 0.0166164 0.0196821 0.0134444 -0.00687491 -0.0686894 0.0314259 0.0220094 -0.0188653 0.0446844 0.00422903 -0.0361999 0.0897885 -0.00332216 0.0369406 -0.00954463 internal_weight=0 563.161 212.232 136.911 68.3507 36.166 68.5607 75.3208 350.929 341.45 161.673 151.506 10.1669 179.776 176.349 139.745 135.621 124.524 58.4615 18.6179 66.0622 39.8436 20.7233 28.6739 15.1159 11.1697 13.558 168.132 22.5059 145.626 internal_count=86175 12246 5969 4796 4247 306 549 1173 6277 6072 2932 2725 207 3140 3087 2586 2558 2459 663 389 1796 274 930 207 93 67 114 1690 223 1467 is_linear=0 shrinkage=0.1 Tree=362 num_leaves=31 num_cat=0 split_feature=2 8 1 0 9 9 1 1 3 9 9 9 2 9 8 6 9 3 1 9 8 1 8 1 8 6 9 9 2 9 split_gain=0.765502 3.59292 3.62783 3.91994 3.5392 5.47693 5.18224 4.62903 5.86343 4.86113 7.98321 5.73071 4.08913 3.94021 5.00615 3.78918 3.97042 3.68332 3.64363 3.55443 4.72921 3.48656 4.11271 3.43049 3.41046 3.29219 3.01843 4.78352 4.23408 3.79223 threshold=55.204999923706062 68.008555565000009 150.86499786376956 0.32365000247955328 1.2276334166526797 1.1661193370819094 58.913000106811531 82.004386901855483 6.3065781593322763 1.2309741973876955 1.2459819912910464 1.2492841482162478 21.717584609985355 1.162797808647156 71.361888165000025 59.400131225585945 1.2543222308158877 0.6850000023841859 79.720199584960952 1.1408789753913882 75.824262485000006 93.620300292968764 81.360097850000017 98.131198883056655 67.714191485000015 58.207023620605476 1.1710925102233889 1.2851773500442507 51.48481750488282 1.3241015672683718 decision_type=8 10 8 10 2 2 10 10 10 2 2 2 10 2 10 10 2 8 10 2 10 10 10 10 8 10 2 2 10 2 left_child=1 24 3 4 5 6 -3 8 -6 -9 -11 -12 -8 14 -14 16 -10 -16 -7 20 -19 22 -20 -13 26 -25 -1 28 -28 -29 right_child=-2 2 -4 -5 7 18 12 9 15 10 11 23 13 -15 17 -17 -18 19 21 -21 -22 -23 -24 25 -26 -27 27 29 -30 -31 leaf_value=0.0017836911650191602 -0.00017776070679558691 -0.070390422044469825 -0.11329677564933041 0.039500286823386292 -0.14058816092266405 0.1060437468765898 0.10323699432061076 -0.14601759056211758 -0.06097574181431812 0.13015137137382368 -0.15541453696209162 0.046731993076059644 0.12044678250569096 -0.082107921605960532 -0.11046103185119555 -0.089653179569499086 0.052022254510652503 -0.041850877764178798 0.052224267992961905 -0.068289830109737396 0.10611968037889007 0.076921724379427389 -0.13511351844656427 0.007948326080235971 -0.13892120784319781 -0.078524777172594082 -0.076607597625612561 0.087824369391085233 0.035640289671139073 -0.10112590528712173 leaf_weight=128.63218910057094 9273.0899753635385 7.8404653293255242 2.2026935219182624 50.315538738825126 5.002870682161304 10.845710106194021 5.0283611007034805 1.9253159016370762 4.9557710842927944 5.4192166356369844 2.2168639451265326 15.244346665102055 4.1626771353185239 4.3451592326164237 2.6490957923233482 5.3614410217851391 8.3467695941217226 3.4310321411176101 2.3653327748179418 3.3968711830675611 5.830153323156992 5.4722830504179001 2.3225099968258291 16.973070843960162 1.9166800082966791 5.9447909823356886 18.089343230240054 4.6521572363562873 4.1272062323987475 1.3764582083458661 leaf_count=1884 81844 65 23 545 41 116 43 9 51 43 21 115 24 20 18 54 94 26 20 25 46 38 20 156 216 78 102 73 26 339 internal_value=0 0.00465073 0.0142579 0.0158241 0.00659505 0.0250152 0.0016993 -0.00829005 -0.0444495 0.00964195 0.0161857 0.000890559 0.0212954 0.00399403 0.0232097 -0.0186795 0.00992562 -0.00323321 0.0657333 0.0192076 0.0513004 0.0227027 -0.040589 0.00997041 -0.00633611 -0.0144824 -0.00471623 -0.0343177 -0.0557551 0.0446831 internal_weight=0 340.392 181.598 179.396 129.08 57.6897 36.6838 71.3905 23.6669 47.7236 45.7983 40.3791 28.8433 23.815 19.4698 18.664 13.3025 15.3072 21.0058 12.6581 9.26119 10.1601 4.68784 38.1622 158.794 22.9179 156.877 28.2452 22.2165 6.02862 internal_count=86175 4331 1691 1668 1123 461 267 662 240 422 413 370 202 159 139 199 145 115 194 97 72 78 40 349 2640 234 2424 540 128 412 is_linear=0 shrinkage=0.1 Tree=363 num_leaves=31 num_cat=0 split_feature=9 2 3 2 4 5 3 7 6 9 7 0 8 4 4 6 5 1 5 7 8 6 9 6 8 9 9 9 9 6 split_gain=0.744313 1.20517 1.05129 0.783483 3.51914 5.03686 2.82389 2.78209 4.32502 4.32879 4.20598 3.98495 3.7052 2.90629 4.66964 4.82827 2.64451 2.71165 2.6285 2.61482 4.24034 4.48775 3.0035 6.05262 5.2417 3.48463 6.72155 5.50322 5.37727 4.52716 threshold=1.0016464591026308 69.795700073242202 4.6003799438476571 55.204999923706062 0.071003500372171416 2.4801000356674199 70.163276672363295 100.7435646057129 60.939382553100593 1.0349020361900332 104.48049926757814 0.1378550007939339 75.139998530000014 0.12140499800443651 0.14999667555093768 55.219902038574226 2.5890133380889897 63.15588569641114 2.6559033393859868 107.00885391235353 73.498535265000015 59.624731063842781 1.3566636443138125 60.172929763793952 76.526457160000021 1.0432021617889407 1.0646093487739565 1.0911181569099428 1.0382359027862551 63.199125289916999 decision_type=2 10 10 8 8 8 10 8 8 2 8 10 10 10 10 10 10 10 10 8 8 10 2 10 10 2 2 2 2 8 left_child=1 -1 -3 4 5 -2 -7 8 11 -10 16 -6 13 -13 -15 -16 17 -9 -18 20 21 -12 25 24 -24 28 -27 -28 -21 -29 right_child=3 2 -4 -5 7 6 -8 10 9 -11 19 12 -14 14 15 -17 18 -19 -20 22 -22 -23 23 -25 -26 26 27 29 -30 -31 leaf_value=-0.10799653152010175 -0.18869674328961794 -0.11202906487745933 0.067839609792882713 -0.00016108680629412729 -0.076303954658794207 0.0085966040715526812 -0.11844041379375272 -0.02206300579598048 0.044105005050423536 -0.1046762011538875 0.016222280390302903 0.039169631677445506 0.074414562437085302 -0.10710743768689886 -0.11611339020768259 0.024331422717548502 -0.060701780651044417 0.090917332609476612 0.078436813786686418 1.2820065956960936e-05 0.057982568115720459 -0.13503894845757389 0.020798909732919535 0.037514837887148766 -0.13043204859403318 0.10953706837202681 -0.044634380458892425 0.056661450231408728 -0.13715805187721627 0.012194122526160103 leaf_weight=1.6424353618622256 2.0982240411612993 0.46116241159324989 1.1000942476093767 9271.3037490478637 5.9736703149974337 8.1197196650173264 2.2304550042317723 2.5115889809094432 2.5539517961442462 8.3463523253740259 3.1819223212078178 10.998051809321622 7.5490912636741987 5.1590648723358781 2.9349275208660428 14.748710637941256 3.4369291812181464 13.778805730398743 2.2443341062171385 62.601238790521165 3.2334360054228464 5.113629817526089 3.4461569893483119 7.6861926904239217 6.8424620318692178 8.1814468433149141 13.40797314129304 30.01297366671497 2.9945490211248389 96.539662554854658 leaf_count=271 77 59 10 81723 33 160 65 21 20 71 37 92 74 47 37 111 34 110 47 1040 38 45 166 189 58 97 156 306 17 964 internal_value=0 -0.0481978 0.0147102 1.08096e-05 0.00475503 -0.0474199 -0.0187798 0.00676288 -0.0130233 -0.0698166 0.0111096 4.72052e-05 0.0110667 -0.0030647 -0.0233992 0.001022 0.0530106 0.0734985 -0.00573628 0.00732479 -0.0391568 -0.0770197 0.00963751 -0.0296222 -0.0797775 0.0129392 0.0214356 0.0162856 -0.00624924 0.0227399 internal_weight=0 3.20369 1.56126 9607.23 335.926 12.4484 10.3502 323.477 58.2638 10.9003 265.213 47.3635 41.3898 33.8408 22.8427 17.6836 21.9717 16.2904 5.68126 243.242 11.529 8.29555 231.713 17.9748 10.2886 213.738 148.142 139.961 65.5958 126.553 internal_count=86175 340 69 85835 4112 302 225 3810 485 91 3325 394 361 287 195 148 212 131 81 3113 120 82 2993 413 224 2580 1523 1426 1057 1270 is_linear=0 shrinkage=0.1 Tree=364 num_leaves=31 num_cat=0 split_feature=0 1 5 3 9 8 4 2 7 1 9 4 2 9 6 1 8 8 4 6 7 5 8 8 9 8 4 4 9 9 split_gain=0.77318 6.01728 5.79305 7.35319 21.5799 8.47895 8.45229 6.40486 8.29024 11.8149 8.1771 7.4248 6.11353 6.55934 6.01833 6.00151 15.8148 12.8234 5.59621 7.26703 5.69886 5.82651 5.54003 5.4995 15.6261 8.02375 7.19175 21.0875 11.2045 9.84305 threshold=0.25002999603748327 35.254999160766609 2.689985036849976 30.295001029968265 1.2342023253440859 63.383482725 0.05711800046265126 803.02801513671886 94.999534606933608 164.55944824218753 1.0198619961738589 0.053801501169800765 1076.699157714844 1.2242988944053652 56.720886230468757 111.22568511962892 68.46405746500001 73.35557599000002 0.098001997917890563 55.995513916015632 105.01190185546876 2.7500499486923222 70.87353305500001 50.568756935000003 1.0744642019271853 45.692128230000002 0.082872498780488982 0.11100799962878229 1.1293502449989321 1.1510209441185 decision_type=10 10 8 10 2 10 10 8 10 10 2 8 10 2 8 10 10 8 10 10 8 10 10 10 2 10 8 10 2 2 left_child=-1 -2 7 6 12 -6 22 11 -9 10 -10 -3 13 23 15 -12 -17 -18 -8 -20 -21 -22 -4 25 -25 -5 28 -28 -26 -30 right_child=1 2 3 4 5 -7 18 8 9 -11 14 -13 -14 -15 -16 16 17 -19 19 20 21 -23 -24 24 26 -27 27 -29 29 -31 leaf_value=0.00046051989310961139 -0.079407130429489658 0.031579161252524586 -0.012093120745126626 0.018498308406721536 0.043427722644552212 -0.09538427773474871 0.05633414252972218 -0.0038622409047643206 0.080413775557945696 0.072365109439919514 -0.078749353160204344 -0.0026874225246295916 -0.0069661162407725187 0.096744878593076997 -0.010446338450258092 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46 87 205 102 53 144 169 136 208 142 47 66 158 247 internal_value=0 -0.00173429 -0.00135396 0.0071809 -0.000675342 -0.0751529 0.0235677 -0.00470257 -0.0150113 -0.0324566 -0.0392389 -0.000434762 0.00682964 0.0194645 -0.0436171 -0.0556661 -0.0321284 0.0616069 0.0421245 0.00480223 0.0443853 -0.0141613 -0.00104031 0.0148281 0.001228 0.0382416 0.0151167 -0.041504 0.0283109 0.00235227 internal_weight=0 2036.89 2026.96 571.172 386.077 35.3429 185.095 1455.79 426.235 166.191 156.091 1029.56 350.734 183.07 150.581 110.458 54.6909 13.5424 105.522 29.0971 17.88 8.61508 79.5736 172.709 109.249 63.4592 96.2666 18.1933 78.0733 53.1276 internal_count=86175 20881 20290 6763 4635 1936 2128 13527 4498 1622 1541 9029 2699 1489 1493 1180 668 133 1250 504 299 197 878 1423 862 561 726 113 613 405 is_linear=0 shrinkage=0.1 Tree=365 num_leaves=31 num_cat=0 split_feature=0 6 8 5 2 2 4 2 5 5 8 0 1 4 2 1 3 1 2 0 0 8 8 7 4 0 2 0 5 5 split_gain=0.800408 1.78153 1.46233 2.83814 2.01921 1.56843 2.23004 1.23781 1.77656 0.765874 7.38516 6.41268 5.12896 6.94956 8.87167 6.34748 5.06236 4.94474 4.00164 3.65641 4.56468 3.55428 3.12523 2.93425 3.93362 2.77704 2.62634 2.56985 2.26761 1.92212 threshold=1.4203000068664553 51.514183044433601 72.513157530000015 2.4400500059127812 214.95999908447268 47.444999694824226 0.14999667555093768 115.81000137329103 2.4801000356674199 2.3205000162124638 56.065080170000009 0.42603336274623876 130.24291992187503 0.11695516481995584 1115.8455200195315 148.05899810791018 164.72000122070315 166.61599731445315 358.54563903808599 0.52504998445510875 0.39004999399185186 40.321323380000003 57.40847612000001 97.813060760498061 0.23009499907493594 0.50554999709129345 272.85049438476568 0.54959002137184154 2.2695000171661381 2.3904000520706181 decision_type=10 8 10 10 10 10 10 10 8 8 10 10 10 8 10 10 8 8 10 10 8 10 8 8 10 10 10 8 10 8 left_child=9 -2 7 4 5 6 -4 8 -3 10 11 17 18 14 27 -16 19 21 28 20 22 -1 -12 -21 -25 -17 -24 -14 -13 -11 right_child=1 2 3 -5 -6 -7 -8 -9 -10 29 16 12 13 -15 15 25 -18 -19 -20 23 -22 -23 26 24 -26 -27 -28 -29 -30 -31 leaf_value=0.12405414804110829 0.077409454740316241 -0.10586630654592546 -0.071124070204133985 -0.12714534847038336 0.096971256554920976 -0.080016461366114788 0.072849161490473616 -0.12360196009453117 0.041545669583763642 -0.015984988194373648 -0.074218026814029822 -0.038779404684169204 0.087449499106331957 0.21565433070021314 -0.093777664490556592 0.004604483789085667 -0.097853071128296165 0.067192478943720685 -0.10898306314593338 0.096903442737179435 0.1518155155035224 -0.094786116688417854 -0.017072598808835843 -0.10686918555987884 0.031746466538491912 0.15160239812171292 0.096508159673307448 0.18964453713864671 0.085889528222322903 8.146723706684994e-05 leaf_weight=0.82897601844615287 1.6765155839821115 1.6004011477307387 1.6925340555608253 1.7155660279095162 2.1818404063815251 2.3391051315702498 2.9526867740787566 2.5401212222423055 1.6713366805342955 75.055839016291429 3.6351357251405725 2.3628977333282801 6.7526605138555222 3.4085350371897212 4.5444387756288034 2.9954037331044674 7.5434627030044785 3.7772532864473769 2.6354420147836208 1.2465133406221838 2.4936724571161895 7.0865838996687671 4.2556551109300926 6.935311578999972 2.9046638392901514 2.2509199120104313 3.9029144085943699 3.8713505454361439 3.8139440344966715 9425.1777269460981 leaf_count=211 44 211 28 61 24 36 40 109 38 812 33 60 35 18 64 24 122 27 39 10 28 75 46 95 53 28 19 19 31 83735 internal_value=0 -0.0208586 -0.0307275 -0.00909749 0.0129967 -0.0132362 0.020391 -0.071226 -0.0305623 3.51704e-05 0.00995223 0.0365971 0.0593634 0.0834743 0.0614049 -0.00726498 -0.0259293 -0.0269455 -0.00581829 -0.00454693 0.0288922 -0.0718675 0.00290116 -0.0476406 -0.0659512 0.0676735 0.0372624 0.124689 0.0381985 -4.54645e-05 internal_weight=0 18.3701 16.6936 10.8817 9.16617 6.98433 4.64522 5.81186 3.27174 9577.48 77.2457 44.3284 32.6356 23.8233 20.4148 9.79076 32.9173 11.6928 8.81228 25.3739 14.2874 7.91556 11.7937 11.0865 9.83998 5.24632 8.15857 10.624 6.17684 9500.23 internal_count=86175 591 547 189 128 104 68 358 249 85584 1037 631 318 188 170 116 406 313 130 284 126 286 98 158 148 52 65 54 91 84547 is_linear=0 shrinkage=0.1 Tree=366 num_leaves=31 num_cat=0 split_feature=4 8 1 0 0 3 2 4 6 7 0 9 3 6 8 4 2 1 8 7 8 1 6 6 7 2 2 2 0 8 split_gain=0.817381 1.20643 2.07976 1.98757 1.58533 1.79711 1.40493 0.959437 1.74272 1.74685 0.830781 4.92177 3.95857 4.54397 3.89237 4.96344 4.94639 3.53486 3.48438 2.78562 6.33742 3.05822 3.12684 2.7495 3.93491 2.58368 5.37277 2.20332 2.19497 3.02132 threshold=0.28014999628067022 73.557281720000006 42.885000228881843 0.38492329418659216 0.4379699975252152 3.7308750152587895 35.120000839233406 0.2658079862594605 62.784885406494148 104.69990539550783 0.90049999952316295 1.1526684761047366 1.4608800411224367 73.543857574462905 87.321885330000015 0.053801501169800765 119.61317062377931 120.1243019104004 86.991949630000008 100.03244400024415 73.35557599000002 162.71350097656253 49.212829589843757 54.098665237426765 97.732166290283217 252.63650512695315 335.27999877929693 21.717584609985355 0.72929999232292186 40.321323380000003 decision_type=10 10 10 10 8 10 10 10 8 10 10 2 10 10 10 8 10 8 10 8 10 10 8 10 10 8 10 10 10 8 left_child=7 2 -2 -4 -5 -6 -3 10 9 -9 28 12 13 -12 15 -14 17 -17 25 20 -13 22 -21 -22 -25 -18 -27 -24 -1 -30 right_child=1 6 3 4 5 -7 -8 8 -10 -11 11 19 14 -15 -16 16 18 -19 -20 21 23 -23 27 24 -26 26 -28 -29 29 -31 leaf_value=-5.7809271198260648e-05 -0.10858128080703205 -0.015357106696131296 -0.12019691687775361 0.18483082706249881 0.10137011963463223 -0.066601735517253943 -0.12641528654816722 0.09393008328103053 -0.044766730834542995 -0.020690248680625051 -0.083262006898125906 -0.077472904863185477 0.13224513232309412 0.14981374628023639 -0.081776546021820135 0.10586999008994258 -0.10575764251119575 -0.021224704938666888 0.078164668153952593 0.17679330901798035 -0.022741829687944307 0.11671680790031086 0.024171559332113218 0.14561560835842408 -0.020039530232692102 0.13923815448395807 -0.067716788275151679 -0.10359408772843391 0.07713091846229643 0.010433158096789262 leaf_weight=9429.9130219512917 1.2689366264967228 2.482860277639702 0.6679862874389072 0.87210261361906305 1.4784643403763773 1.1190463323146103 2.1046414198353887 4.4685511309289696 2.1253294279777046 1.8928667206782845 6.3772152719975557 8.3234883467303025 4.8415859416127223 0.96272579580545414 2.8938457444310179 7.9353042902876085 4.3557976023294005 3.0216443572426224 2.8202098011970511 0.45486345473909295 4.1525048698822484 0.82566119870171029 1.5150392792565988 3.7804960943758488 2.3101458302699029 1.8098225444555289 4.0877347511705011 12.370917188309248 7.5886015035212031 64.668492046068422 leaf_count=82886 618 34 141 5 90 30 26 42 32 26 185 214 29 6 17 105 36 31 15 6 83 11 69 36 32 10 50 400 56 854 internal_value=0 -0.0285898 0.00341447 0.0377618 0.0681728 0.0290053 -0.0663081 2.34675e-05 0.0336317 0.0598243 -6.3209e-06 -0.0106454 0.0134973 -0.0526912 0.028791 0.0398732 0.0212624 0.0708205 -0.0202722 -0.0386333 -0.0126612 -0.0704282 -0.0812029 0.0400043 0.0827836 -0.0473475 -0.00420715 -0.0896541 7.52329e-05 0.0174379 internal_weight=0 9.99404 5.40654 4.1376 3.46961 2.59751 4.5875 9583.5 8.48675 6.36142 9575.01 72.839 39.1059 7.33994 31.7659 28.8721 24.0305 10.9569 13.0736 33.7331 18.5666 15.1665 14.3408 10.2431 6.09064 10.2534 5.89756 13.886 9502.17 72.2571 internal_count=86175 944 884 266 125 120 60 85231 100 68 85131 1335 484 191 293 276 247 136 111 851 365 486 475 151 68 96 60 469 83796 910 is_linear=0 shrinkage=0.1 Tree=367 num_leaves=31 num_cat=0 split_feature=0 9 4 5 5 6 9 9 9 3 0 8 8 7 2 5 2 8 5 5 4 4 4 1 6 6 9 6 2 2 split_gain=0.766526 3.79062 3.06337 4.2956 4.3072 4.03254 4.9649 6.60479 4.28335 3.83401 3.82404 7.56192 6.02674 3.88144 5.78989 4.69963 4.21939 3.65403 3.5725 4.11302 3.49719 3.44172 11.0925 7.9948 6.76284 7.82684 6.67821 6.66604 5.40275 6.04789 threshold=0.040049999952316291 1.5776674151420595 0.049823999404907234 2.7207033634185795 2.7239050865173344 51.207477569580085 1.2762882113456728 1.3604496121406557 1.2694969773292544 2945.109985351563 0.0099899997003376501 55.038618855000003 59.698715195000005 89.466571807861342 4285.2539062500009 2.6312500238418584 4439.8291015625009 85.728648085000017 2.6199631690979008 2.6694049835205083 0.024604999460279945 0.06956499814987184 0.076169498264789595 82.004386901855483 56.367828369140632 52.878839492797859 1.0232319235801699 58.207023620605476 724.00579833984386 7005.5219726562509 decision_type=8 2 8 10 10 8 2 2 2 8 10 10 10 10 8 8 10 10 10 10 10 8 8 10 10 8 2 10 10 10 left_child=1 2 5 21 -5 -1 8 9 10 -8 12 13 -7 16 15 -15 -12 -6 20 -20 -14 23 -23 -4 25 28 -27 -26 -25 -30 right_child=-2 -3 3 4 17 6 7 -9 -10 -11 11 -13 18 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 27 26 -28 -29 29 -31 leaf_value=-0.044073589042842622 -0.00025019513309636855 -0.079490171363388748 -0.069195524949054496 0.19826008865352793 0.0034418529419341808 -0.07682918898631784 0.18694225643490195 -0.10852210480653944 -0.12888128067245627 0.051017959070270728 0.029986349566609005 -0.012970106748113594 -0.0063298582066688746 0.14977351714687118 -0.041399932957044583 0.0040414128220069567 0.17328015528552809 0.11078094361910458 -0.098377946474184519 0.038463294467195895 0.12009317815897608 -0.040132844653031755 0.0085855566966314047 0.11332734132429892 -0.066748639832110657 -0.046192491884883002 0.062405175051092512 0.028999597277589603 -0.02878907497094731 0.037191032259538397 leaf_weight=26.341313241392527 8925.7965692301877 5.488744204863905 10.100398022215812 1.9377224895288261 9.4796991574985423 15.977718539535998 3.1613550046458814 1.8680295866506629 2.8225989213678977 6.0400050022872174 3.6973389843478817 53.642319016798865 4.6507644727826136 4.5884913764894018 7.1639330983161917 4.2740931436419496 4.6259510889649391 4.7658636989071956 4.8819587836042029 3.9929907930782065 4.1322334219003096 57.091740538875456 257.62980392407735 4.3259067267063065 15.320637374185027 6.170068574283504 68.855247741914354 13.839431446511297 34.896806073491462 23.080915371887386 leaf_count=474 80206 130 124 15 218 121 83 188 37 44 23 632 23 27 51 30 24 81 52 75 42 465 1780 55 102 41 493 86 251 202 internal_value=0 0.00326949 0.00395842 0.00768703 0.0583792 -0.008502 -0.00103703 0.0629138 -0.00722221 0.0977181 -0.00414596 0.00800889 -0.0323298 0.0542253 0.0254529 0.0794924 0.109627 0.0393522 0.00793529 -0.0368107 0.0531498 0.00601728 -0.000252155 0.0171908 0.0224316 0.0317188 0.0534741 -0.0213063 0.00552134 -0.00252241 internal_weight=0 664.844 659.355 507.494 16.1833 151.861 125.52 11.0694 114.45 9.20136 111.628 77.9921 33.6357 24.3498 16.0265 8.86258 8.32329 14.2456 17.6579 8.87495 8.783 491.311 314.722 176.589 166.489 137.329 75.0253 29.1601 62.3036 57.9777 internal_count=86175 5969 5839 3913 314 1926 1452 315 1137 127 1100 787 313 155 108 57 47 299 192 127 65 3599 2245 1354 1230 1042 534 188 508 453 is_linear=0 shrinkage=0.1 Tree=368 num_leaves=31 num_cat=0 split_feature=9 8 2 0 6 3 8 1 3 2 4 8 1 0 5 2 1 3 6 2 1 2 1 4 1 1 2 9 7 5 split_gain=0.758237 3.99641 4.12082 5.58995 6.33451 4.94624 7.65468 5.47926 5.90852 8.76698 7.71035 12.8314 5.8237 8.62625 6.20824 5.4478 9.55115 7.73471 5.55046 5.44715 5.91763 8.18375 6.89278 6.69595 5.22602 5.07626 4.86572 4.76525 4.84157 13.751 threshold=1.3758142590522768 71.513231495000014 2077.4470214843755 0.1998868137598038 51.881221771240241 5.861074924468995 71.893560340000008 40.679105758666999 253.20050048828128 340.86499023437506 0.18007667362689975 82.251262175000008 103.16975021362306 0.10999006778001787 2.4002467393875127 157.91999816894534 96.005779266357436 115.26855087280275 57.435873031616218 1394.2634277343752 90.188610076904311 749.58267211914074 98.433982849121108 0.099994499236345305 78.381099700927749 64.061302185058608 667.56854248046886 1.3951563835144045 105.28884506225587 2.4904099702835087 decision_type=2 10 8 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 2 10 8 left_child=-1 -2 5 -4 -5 -3 -7 -8 10 -10 12 -12 15 -14 -15 16 -9 25 -18 20 21 23 -22 -19 -13 -17 -26 -11 -29 -30 right_child=1 2 3 4 -6 6 7 8 9 27 11 24 13 14 -16 17 18 19 -20 -21 22 -23 -24 -25 26 -27 -28 28 29 -31 leaf_value=-0.00035236266516631 -0.10025773535839788 -0.03219235896254747 0.00096274222131426937 0.00080283062591061645 -0.048607132967975454 0.17730749799703494 -0.079877440837579014 0.051452585205781304 -0.06623240297198825 -0.033967653675046214 0.054562686855333532 -0.14570521654210888 -0.076922117909919985 0.16944478793487816 0.023171543733020453 -0.15240450361716018 0.055754168783300695 0.16645931862504212 -0.070237383050541558 0.15299424348542762 -0.081815008072337922 -0.10517413713781681 0.044780900806104224 0.024712410065491606 0.032386353807512695 -0.037106540259017155 -0.060601856302667484 0.0045540041261591625 0.21691752498228697 -0.020723404840635642 leaf_weight=8329.3009214129215 3.7895087240431158 30.281935677914589 412.58814905240433 49.723162200782099 54.262280105496757 2.6944380551576605 6.9561221404001108 35.08031103736721 20.410966052761069 30.911945889674826 95.142076935619116 3.1374542973935631 8.6034004066314065 2.9532469343394032 165.9497431399941 4.1547824228182426 4.7127516863984082 3.7623403095640233 13.549792610574512 2.433146506547927 14.104873520263938 4.3406134750694028 6.1875760505499775 29.177892288193107 12.929608911275865 47.188182992569637 9.9634416550397855 173.38610913199955 4.1002476215362522 5.9953273790888497 leaf_count=68890 3894 468 4270 582 663 25 85 262 351 241 693 19 260 25 1950 38 50 38 91 22 130 45 69 207 58 516 46 2126 21 40 internal_value=0 0.00228115 0.00259085 -0.0042596 -0.0249806 0.00738521 0.00907841 0.00843557 0.00931546 -0.00360768 0.015864 0.0375415 0.00818801 0.0207538 0.0257291 -0.00535548 0.0209218 -0.0179438 -0.0377246 0.00643539 0.000241557 0.0238946 -0.0432134 0.0409023 -0.0246712 -0.0464367 -0.00808368 0.00235439 0.00847372 0.0757928 internal_weight=0 1258.47 1254.68 516.574 103.985 738.108 707.826 705.132 698.176 234.805 463.371 121.173 342.199 177.506 168.903 164.692 53.3429 111.349 18.2625 60.0064 57.5733 37.2808 20.2924 32.9402 26.0305 51.343 22.8931 214.394 183.482 10.0956 internal_count=86175 17285 13391 5515 1245 7876 7408 7383 7298 2779 4519 816 3703 2235 1975 1468 403 1065 141 511 489 290 199 245 123 554 104 2428 2187 61 is_linear=0 shrinkage=0.1 Tree=369 num_leaves=31 num_cat=0 split_feature=4 1 8 0 2 0 3 4 7 0 6 6 7 6 1 0 4 7 8 7 6 7 5 4 7 8 1 2 9 8 split_gain=0.698506 1.05412 1.83471 1.70217 1.43667 1.34727 1.48657 0.813311 2.19585 3.41855 3.63521 4.40705 3.58499 3.46355 3.00172 1.86771 1.1579 3.08167 3.76873 9.30461 3.57299 3.50716 3.29646 2.2945 4.32898 2.33424 1.97614 1.77888 1.64207 4.51887 threshold=0.28014999628067022 42.885000228881843 73.557281720000006 0.38492329418659216 35.120000839233406 0.4379699975252152 3.7308750152587895 0.24011666327714923 108.04341888427736 0.25002999603748327 56.477449417114265 59.888229370117195 103.38414001464845 64.527114868164077 65.658298492431655 0.13002999871969226 0.20619666576385501 93.792598724365249 73.93013833000002 97.813060760498061 53.654310226440437 95.30426406860353 2.7600350379943852 0.20001550018787387 97.345504760742202 62.880859350000001 60.010013580322273 87.415000915527358 1.2851773500442507 72.513157530000015 decision_type=10 8 10 10 10 8 10 10 10 8 8 10 8 10 10 10 10 8 10 10 8 8 8 10 10 10 10 10 2 10 left_child=7 -2 3 -3 -4 -5 -7 16 9 15 -11 -12 -13 -14 -10 -9 23 -18 20 27 -19 -22 28 -1 -25 26 -26 -20 -23 -30 right_child=1 2 4 5 -6 6 -8 8 14 10 11 12 13 -15 -16 -17 17 18 19 -21 21 22 -24 24 25 -27 -28 -29 29 -31 leaf_value=3.3573823078984281e-05 -0.10800400528752802 -0.11813249763393979 -0.0065598281989287634 0.17215796358168289 -0.12402196699122457 0.09168893915548898 -0.062772141441469698 0.033846311606091743 -0.071102553331462509 -0.11495635160516693 0.096975908856763049 -0.10956915226558948 0.11318009124718904 -0.053437631140438382 0.062099252523752604 0.13989430567173375 0.069881580089513076 0.12345299269503013 -0.01830724312896349 0.073381138338597843 -0.11339656781641948 -0.017442206655715053 0.065267808654890319 -0.037025086485423145 0.095230408751402512 0.13694468608655219 -0.015547619131123758 -0.13707264162799498 0.019908124736875265 -0.10889964598272009 leaf_weight=9397.6271114810843 1.3754202603813581 0.61506817793269863 2.3069342991802841 0.84437083115335554 1.8979079266136976 1.4751892010463059 1.0787001491989938 3.0184939062455678 5.3505456465063608 2.1199783950432929 5.2677672217760119 2.8997358661144972 2.5063332226491184 2.4842096862848848 2.474094363860786 3.6921528819948435 4.7229696621070607 1.7172860485734407 2.2402881409507271 13.321850809035821 4.0340590402483931 85.010753305141407 4.5083218250656492 5.0701053060547556 3.1643220838159305 3.8912811180925928 3.2789626009762287 2.8855301144067198 4.5099092753152927 6.8763850145041943 leaf_count=83921 621 141 32 5 25 90 30 23 48 29 66 22 34 29 20 23 39 17 29 93 25 553 37 42 21 24 22 21 52 41 internal_value=0 -0.0269778 -0.013417 0.0349465 -0.0595778 0.0626531 0.0264484 1.89409e-05 0.0165099 0.0326992 0.00656739 0.0261469 -0.0211406 0.0302405 -0.0289851 0.0921932 -3.25793e-05 -0.00941206 -0.0124056 0.0293279 -0.0196239 -0.0219653 -0.01831 9.67853e-05 0.038659 0.0757893 0.0388559 -0.0851651 -0.0222188 -0.0578812 internal_weight=0 9.59359 8.21817 4.01333 4.20484 3.39826 2.55389 9572.67 29.8133 21.9887 15.278 13.158 7.89028 4.99054 7.82464 6.71065 9542.86 129.827 125.104 18.4477 106.657 104.939 100.905 9413.03 15.4047 10.3346 6.44328 5.12582 96.397 11.3863 internal_count=86175 944 323 266 57 125 120 85231 294 226 180 151 85 63 68 46 84937 907 868 143 725 708 683 84030 109 67 43 50 646 93 is_linear=0 shrinkage=0.1 Tree=370 num_leaves=31 num_cat=0 split_feature=9 9 9 1 3 0 8 5 8 3 9 9 9 9 8 9 3 7 8 1 3 1 9 9 8 8 3 9 3 6 split_gain=0.69565 8.29015 18.0656 15.6605 9.43698 8.21382 7.47503 12.4492 16.7832 22.082 13.6585 12.5359 10.8685 10.2578 12.1912 14.4165 12.86 11.024 10.5378 20.8184 18.5681 15.0061 10.6433 9.52166 9.49574 8.12371 8.01175 12.2116 9.7525 7.88752 threshold=1.1761901974678042 1.1861543059349062 1.1844688057899477 155.65999603271487 6.710400104522706 0.040049999952316291 71.67887041500002 2.5900232791900639 76.526457160000021 206.50534820556643 1.0845726132392886 1.1392991542816164 1.116006135940552 1.1426048278808596 83.723137205000015 1.1543519496917727 426.97000122070318 94.31333160400392 84.096144080000016 109.72610092163087 52.958499908447273 99.102649688720717 1.1644290089607241 1.1143009066581728 73.130797875000013 71.893560340000008 248.45815277099612 1.1727803349494936 17.149353027343754 53.275117874145515 decision_type=2 2 2 10 10 10 10 8 10 10 2 2 2 2 10 2 10 10 10 10 10 10 2 2 10 10 10 2 10 10 left_child=6 2 4 -4 5 -2 -1 24 9 10 -9 12 -10 -13 15 16 -15 -18 20 21 -16 26 -21 -11 -8 -25 28 -28 -20 -26 right_child=1 -3 3 -5 -6 -7 7 8 11 23 -12 13 -14 14 18 -17 17 -19 19 22 -22 -23 -24 25 29 -27 27 -29 -30 -31 leaf_value=0.0013055558117651715 0.11213597050937577 -0.00014053385653760208 0.093566601882536904 -0.13685448174821632 0.00026192617758933511 -0.089710590432122039 -0.13175300237689544 0.028563297403498923 -0.0082360836166290481 0.018528489185026805 -0.079300092816473572 -0.088872234431784908 0.025794297925699664 -0.11962134725463223 -0.010421561613138773 0.10942299423411633 -0.054095408054943776 0.085910610976870902 -0.070991471711202098 0.22573036126397084 -0.11259863059460762 -0.10673394745665854 0.022837746931781883 -0.10103567191168912 -0.014403396990744327 -0.018561979688378021 -0.077676519342864611 0.098602667527966939 0.068174693433671746 0.027365327884606491 leaf_weight=3699.7720250037792 13.165323201566933 4513.7249304025836 40.632758150866721 3.1804577484726897 194.62954485269438 2.3806052210275075 4.4576383940875521 13.253677698041427 208.05813633973594 68.190377633407479 102.76541206520051 21.298871923238039 170.97205783985555 7.9342935085296658 38.679701812565327 15.071661807596682 9.6049981266260165 13.569194845855234 6.4817644985159886 5.3517658561468107 32.924046674743295 16.755987553857267 5.0020317137241364 13.820042893290518 62.844665639102459 87.94740112265572 18.919257139496043 4.9600684405304483 22.569188997265883 161.11927786696469 leaf_count=27227 131 48138 311 28 1497 67 28 233 1733 519 1540 101 954 36 210 75 47 67 125 28 209 98 28 64 449 585 184 31 312 1120 internal_value=0 0.000848624 0.0184273 0.07684 0.00625058 0.0812265 -0.000855678 -0.00804283 -0.0134196 -0.0333456 -0.0669781 -0.00389296 0.00711426 -0.0229328 -0.0158334 0.0291516 -0.0097388 0.0278824 -0.0295327 -0.00459957 -0.0574035 -0.0242579 0.127711 -0.0103869 0.0127685 -0.0297619 0.00185133 -0.0410609 0.0371243 0.015645 internal_weight=0 4767.71 253.989 43.8132 210.175 15.5459 4812.32 1112.55 884.13 285.977 116.019 598.153 379.03 219.123 197.824 46.1801 31.1085 23.1742 151.644 80.0401 71.6037 69.6863 10.3538 169.958 228.422 101.767 52.9303 23.8793 29.051 223.964 internal_count=86175 50172 2034 339 1695 198 36003 8776 7179 2941 1773 4238 2687 1551 1450 225 150 114 1225 806 419 750 56 1168 1597 649 652 215 437 1569 is_linear=0 shrinkage=0.1 Tree=371 num_leaves=31 num_cat=0 split_feature=9 8 8 8 1 9 8 3 9 7 6 7 1 8 9 8 4 9 3 7 0 3 9 4 2 1 6 0 5 3 split_gain=0.750724 22.2265 5.99483 8.18018 6.3177 5.81757 14.2493 9.93187 9.41226 8.73747 8.55592 10.938 10.6265 9.70953 9.22257 7.67331 13.2369 6.85361 7.81748 6.92711 6.18099 6.97511 5.95224 5.91157 5.56986 5.35538 5.26403 9.378 9.4753 6.98994 threshold=1.0399255156517031 56.807741540000009 53.385573055000009 52.112075745000006 176.22499847412112 1.0283345580101015 51.797274035000008 177.14215087890628 1.0267012119293215 91.530918121337905 53.760551452636726 97.345504760742202 102.23339843750001 2.0011106370000005 1.0316978693008425 49.091092425000006 0.13950666785240176 1.0349020361900332 34.141143798828132 103.21296691894533 0.18998345732688907 438.30630493164068 1.0349020361900332 0.12996499985456469 1456.4484863281252 67.581501007080092 54.391788482666023 0.14260333776474002 2.4904099702835087 38.954999923706062 decision_type=2 10 8 10 10 2 8 10 2 10 10 10 10 10 2 10 10 2 8 10 8 10 2 10 10 8 8 10 10 8 left_child=1 2 3 4 5 6 8 9 25 26 12 -12 14 -14 -9 23 17 19 -19 -17 21 -10 -13 -11 -16 -1 -7 -28 -29 -30 right_child=-2 -3 -4 -5 -6 7 -8 10 20 15 11 22 13 -15 24 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.033537328256611723 0.00027916794811129285 -0.11113594736377344 0.036197135738602636 -0.072825052954825845 0.06862120932203028 -0.10468541114805399 0.19434254851507635 -0.11168432455740987 -0.091149883627836964 -0.070219043526003083 0.14199786786947249 0.063339887791237656 -0.12322577532290456 0.055726921928740569 0.074992678456014969 -0.062974009641468834 -0.074921073663001103 0.17879299065193724 0.023633859567813893 0.093023015345161608 0.085546555251521147 0.091532696650915166 -0.063439204435743982 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0.061076 -0.00746706 0.0358364 -0.0441248 -0.0103633 0.0272134 0.0652649 0.113968 0.00855584 0.056728 -0.0148837 0.00704552 -0.032741 -0.00646984 -0.000838695 -0.0584646 -0.0407867 0.00825765 -0.0269327 internal_weight=0 920.878 902.348 859.92 843.779 830.928 583.292 247.636 579.409 155.677 91.9591 25.017 66.9421 30.6892 36.2529 91.2532 34.0599 24.8148 13.3497 11.4651 29.9504 8.5943 15.001 57.1933 23.2784 549.458 64.4242 46.6009 21.228 16.6176 internal_count=86175 8160 7679 7327 7176 6967 5246 1721 5217 1191 530 163 367 173 194 673 175 125 66 59 261 77 99 498 109 4956 518 397 146 112 is_linear=0 shrinkage=0.1 Tree=372 num_leaves=31 num_cat=0 split_feature=9 1 1 6 7 5 3 3 9 0 7 4 3 3 9 7 2 3 5 3 4 3 3 2 1 3 9 4 2 6 split_gain=0.747685 3.28546 5.17677 4.5011 3.63183 4.57765 5.61765 3.49887 3.99925 2.48153 6.72147 3.41219 2.95401 2.64209 4.95193 3.89283 3.8184 2.85125 2.37569 2.734 5.76751 2.46794 2.77391 4.38131 3.09808 3.28861 2.49667 2.32214 1.90028 1.85309 threshold=1.0083022713661196 108.84904861450197 83.230804443359389 53.092426300048835 93.319149017333999 2.5600099563598637 325.70500183105474 5.4737000465393075 1.0066126585006716 0.90049999952316295 88.570766448974624 0.077362999320030226 10.810550212860109 230.7561950683594 1.003304183483124 93.262512207031264 138.53034973144534 1.224454998970032 2.5890133380889897 111.00000000000001 0.069995000958442702 0.38024999201297766 1.7305999994277956 73.378749847412124 61.094999313354499 4.6003799438476571 1.0049744844436648 0.15003500133752826 43.501779556274421 60.300041198730476 decision_type=2 10 8 8 8 8 8 8 2 8 10 10 10 10 2 10 10 10 10 8 10 10 10 10 10 10 2 8 10 10 left_child=1 2 18 -4 -5 6 -6 8 -7 10 -3 12 -12 16 -15 -16 17 29 19 21 -21 -1 -23 24 25 -24 28 -22 -26 -13 right_child=-2 9 3 4 5 7 -8 -9 -10 -11 11 13 -14 14 15 -17 -18 -19 -20 20 27 22 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.10506117329274721 9.3764900792522556e-05 0.11983215238760701 0.079844447186609865 0.073857741591241075 -0.1157464580908118 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7.7975093678105614 2.840799311117733 3.0106904028216377 4.3313947841525078 0.91657021819537376 3.1813934305682778 2.7344220168888569 leaf_count=172 84475 87 25 13 77 83 52 225 17 50 28 19 29 28 29 45 31 22 179 33 41 66 37 80 27 25 31 98 27 24 internal_value=0 -0.00756067 -0.0189513 -0.0454882 -0.054568 -0.0622358 -0.00481903 -0.0851437 -0.0278954 0.0147359 0.0205731 0.00416227 -0.0557955 0.0202345 -0.0115156 -0.0576728 0.0500354 0.00834303 0.00383253 -0.0037151 -0.0546012 0.00923592 0.0157654 0.00262673 -0.0240112 -0.0706108 0.0121462 -0.0133521 -0.0294996 0.0572091 internal_weight=0 129.363 85.6212 39.553 36.8811 34.8032 9.92555 24.8776 7.47015 43.7414 41.2632 35.4089 7.48518 27.9237 13.5197 8.54779 14.404 8.69954 46.0682 41.4855 8.4164 33.0691 31.282 26.1846 18.3871 8.03351 10.3536 6.74232 6.02219 5.03277 internal_count=86175 1700 1308 492 467 454 129 325 100 392 342 255 57 198 102 74 96 65 816 637 172 465 293 227 147 62 85 139 54 43 is_linear=0 shrinkage=0.1 Tree=373 num_leaves=31 num_cat=0 split_feature=7 7 7 3 9 4 2 9 3 4 8 1 9 4 8 9 9 9 3 6 6 1 7 9 9 4 9 9 3 5 split_gain=0.749499 7.33115 4.59799 5.43879 4.64073 4.66195 3.88878 11.0101 6.85433 5.215 5.85341 12.1768 4.79509 5.77067 6.99096 6.93113 6.41044 6.20075 7.12921 6.74469 5.70969 4.77923 5.28725 4.69879 4.63155 12.9104 12.1322 17.4866 18.7915 17.0355 threshold=97.963802337646499 98.23557281494142 97.888069152832045 29.450950622558597 1.0497827529907229 0.15408100187778476 6449.7519531250009 1.4029334783554079 2141.599975585938 0.059998499229550369 76.303434405000004 79.095760345458999 1.0349020361900332 0.056115500628948219 82.915767860000017 1.204683840274811 1.3758142590522768 1.137657165527344 142.42850494384768 52.433956146240241 55.901250839233406 173.65999603271487 98.818088531494155 1.1963809728622439 1.2459819912910464 0.070594999939203276 1.2677250504493716 1.2694969773292544 54.441499710083015 2.2985000610351567 decision_type=8 8 10 10 2 10 10 2 10 10 10 8 2 8 10 2 2 2 10 10 10 8 10 2 2 8 2 2 10 10 left_child=2 -2 -1 -4 -5 -6 24 8 12 10 -9 -12 -8 17 15 23 20 18 -14 -20 -17 22 -10 -15 -3 -26 29 28 -28 -27 right_child=1 6 3 4 5 -7 7 9 21 -11 11 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.00077645123379833101 0.031700967661681394 -0.0023626720058103263 -0.12236802116644495 -0.13287900305150466 -0.020736252070826577 0.12141516316527418 -0.04926071310181325 -0.073735085302487582 0.0053986387877923009 0.037055324224859312 0.14950935137954377 -0.059085373670904384 -0.065447111634355792 0.050733871058900384 0.13259555870568979 -0.041559599584544062 0.067636758459652294 -0.074730795001367173 0.11912127476538144 0.0014690191108398117 0.091038611683800189 0.14319607939235782 -0.063919455704448958 0.13036130457569908 -0.024081523124511783 0.045626162218301833 0.057250432906405191 0.0047060184482946316 -0.14973911996720063 -0.017590274423001314 leaf_weight=4059.3881272128747 75.500383754406357 3498.0936049997845 6.5503267381573123 2.8245179664809283 11.7736784783483 2.8693570792675009 6.648257068671227 27.050917766260682 82.76030637488293 8.9603018925990892 4.1358302086591694 8.6547790117911063 6.4714774172753122 51.908816021052189 9.1646666087908653 21.348073488101367 11.916286975145338 8.0710889981419296 9.0239586732350308 10.591790551319717 3.8300253599882117 2.263708332728128 12.691025519510729 8.6449037343263608 147.39356007953393 159.61730838079529 6.267695281654599 1220.233990265936 14.608785336473373 58.160754877608269 leaf_count=37173 615 28665 48 18 124 15 157 591 693 62 20 139 30 381 74 290 68 431 47 70 18 17 181 48 3269 1461 48 10819 125 478 internal_value=0 0.000755595 -0.00103456 -0.0446596 -0.0155189 0.00711884 0.000322811 0.0115035 0.0201325 -0.0318759 -0.0473784 0.00836351 0.0337316 0.0376456 0.0490871 0.0412495 0.00720977 0.00186797 0.0255667 0.0555933 -0.0213891 -0.000411976 -0.00381776 0.0621018 -0.000321466 0.00412379 0.00697341 0.00315344 -0.0875951 0.0287433 internal_weight=0 5474.01 4083.41 24.0179 17.4676 14.643 5398.51 294.136 245.334 48.8018 39.8415 12.7906 147.619 140.971 106.813 97.6481 37.0944 34.1583 26.0872 19.6157 25.1781 97.715 95.4513 60.5537 5104.38 1606.28 1458.89 1241.11 20.8765 217.778 internal_count=86175 48797 37378 205 157 139 48182 3317 2505 812 750 159 1614 1457 879 805 376 578 147 117 308 891 874 429 44865 16200 12931 10992 173 1939 is_linear=0 shrinkage=0.1 Tree=374 num_leaves=31 num_cat=0 split_feature=2 6 4 3 8 9 9 7 5 7 3 8 9 7 8 2 8 5 0 9 5 9 4 7 7 1 9 3 2 9 split_gain=0.789173 3.78021 6.78844 6.07019 6.64173 7.49786 7.2186 5.91853 8.32982 6.09439 5.03964 5.2962 4.90745 4.89125 5.00142 8.34136 4.6264 4.61795 4.51881 4.4017 4.55979 4.53549 4.29365 4.28443 4.23024 4.15583 6.26529 4.81142 4.15788 5.89736 threshold=482.65499877929693 56.100383758544929 1.0000000180025095e-35 1.224454998970032 83.758449285000026 1.2259938120841982 1.3393588662147524 108.62688064575197 2.6252865791320805 105.01190185546876 87.225002288818374 67.264778700000008 1.1644290089607241 97.206172943115249 71.117230790000008 58.920650482177741 60.333021200000012 2.4305000305175786 0.044505000114440925 1.096052408218384 2.6724250316619877 1.0744642019271853 0.099062498658895506 90.258865356445327 88.962146759033217 71.956893920898452 1.0049744844436648 72545.703125000015 123.49499893188478 1.1392991542816164 decision_type=8 10 10 10 10 2 2 10 8 10 10 10 2 10 8 10 8 10 8 2 10 2 8 8 10 10 2 8 10 2 left_child=1 3 -3 4 5 13 22 9 -9 18 17 -12 -6 14 19 -16 -15 -11 -5 21 -21 -1 -7 24 -4 28 -27 -28 29 -20 right_child=-2 2 23 7 12 6 -8 8 -10 10 11 -13 -14 16 15 -17 -18 -19 25 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.012086129998642836 -0.00074520457172475713 0.17562745042366887 0.006133964457598097 0.029010634290433785 0.13145019441173492 -0.042016659662268724 -0.1451176358036089 0.13865452350271554 -0.075523057533982391 0.062123323894129882 -0.048631938284910081 0.090610437186320655 -0.060856838643909728 -0.13105719120200349 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97 204 18 155 558 35 16 46 72 10353 71 98 16461 74 2539 703 internal_value=0 0.00111344 -0.00323469 0.0034126 -0.0209949 -0.0279488 0.0382644 0.00441808 0.0832972 0.00410223 -0.0429825 0.00797359 0.0766018 -0.0403442 -0.0297065 -0.0685563 -0.100098 -0.0793781 0.00464926 -0.00999798 0.0654749 -0.0234559 0.0655903 -0.00352489 -0.0548457 0.00385621 0.00576728 0.00610964 -0.00574387 0.00889061 internal_weight=0 3781.33 1307.88 2473.45 97.8638 91.3547 14.4053 2375.59 9.47446 2366.11 27.174 11.3222 6.50908 76.9494 65.3207 21.9845 11.6287 15.8518 2338.94 43.3362 6.55809 36.7781 12.5371 1305.76 16.0668 2265.2 1889.13 1882.48 376.066 128.041 internal_count=86175 33589 10500 23089 1288 1208 168 21801 111 21690 293 120 80 1040 928 301 112 173 21397 627 51 576 86 10481 128 20433 16633 16535 3800 1261 is_linear=0 shrinkage=0.1 Tree=375 num_leaves=31 num_cat=0 split_feature=2 6 8 8 8 7 9 0 6 9 9 9 3 9 5 4 9 9 4 7 7 2 9 9 9 7 6 6 1 2 split_gain=0.687304 3.3927 4.40772 10.5998 9.41682 9.10197 7.38089 10.7121 9.80286 7.37456 16.8896 7.56921 9.90772 7.14424 6.29417 7.5954 10.2669 7.76052 7.19093 9.21616 6.80351 6.64523 7.20637 8.60725 6.49345 7.65109 6.72885 6.33662 5.94641 6.49001 threshold=282.41656494140631 56.594217300415046 83.123132410000011 84.859308435000017 74.402906950000002 103.9820899963379 1.5147894620895388 0.11982686817646028 53.654310226440437 1.1677789688110354 1.1644290089607241 1.3185774087905886 129.12750244140628 1.0895128250122073 2.6200132369995122 0.079994998872280135 1.2342023253440859 1.1844688057899477 0.13000332564115527 97.657714843750014 101.39843368530275 105.07999801635744 1.5962566137313845 1.3796529173851015 1.0564270019531252 101.54062652587892 53.494003295898445 54.950485229492195 94.196922302246108 238.2572937011719 decision_type=8 10 8 8 10 10 2 10 8 2 2 2 8 2 10 10 2 2 8 8 8 10 2 2 2 10 8 10 10 10 left_child=1 2 4 9 14 6 7 8 -6 10 -4 -11 -13 -10 18 16 17 -16 20 -20 21 -1 23 -23 27 -26 -27 -17 -15 -30 right_child=-2 -3 3 -5 5 -7 -8 -9 13 11 -12 12 -14 28 15 24 -18 -19 19 -21 -22 22 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.092020378460181684 -0.00051481296966847357 -0.003407801529442893 0.025846252674347356 -0.0064592512507578503 0.16045518045963758 0.14569875498663878 0.10491490916717548 -0.077395831532259707 0.103499087178959 0.080508222010621841 -0.11600527924417242 0.05037427915329068 -0.07018733309700631 -0.026422450819564194 0.010845230557483326 -0.089651965021918134 -0.07553034841831241 0.084258047482435872 -0.04789171726151803 0.0090329610231850831 -0.001441209197085771 0.028703900522080317 -0.074751381158987509 0.13950366136368914 0.0027063378996765694 0.11342556891307097 -0.078014593842059887 -0.0021003599072753061 -0.006245989010950425 0.069624973837773815 leaf_weight=22.415556838401244 7045.3696583371711 921.60899254844117 89.043718335684389 133.21111483848654 3.2713880424198569 3.5385584272444239 4.9952698796987525 27.252920412371168 5.0996122360229483 44.981709685176611 9.267258092761038 25.809228487312794 9.2627798989415151 176.30493634240702 81.153970552972169 23.011876843796927 11.61405591820221 17.50556911714375 30.131005787232425 507.15280102709949 48.680698795469652 77.724954539909959 5.9916540047852314 7.7062431459489735 96.244804157482577 2.0109380755748161 21.106173859552655 12.901208627183221 69.866746004670858 13.443868835456668 leaf_count=175 63220 7703 458 3259 82 21 24 198 29 330 42 121 42 1776 744 308 723 109 193 3776 383 464 47 50 939 28 254 163 437 77 internal_value=0 0.00141449 0.00422608 0.0148835 0.00160963 -0.013746 -0.0156252 -0.0176647 -0.0115903 0.0308233 0.0124747 0.0533565 0.0185331 -0.0137165 0.00644168 -0.0066665 0.0134022 0.0238712 0.0114157 0.00584061 0.029847 0.0432267 0.0312632 0.0386985 -0.0209189 -0.00970181 -0.0613614 -0.0582004 -0.0160189 0.00599734 internal_weight=0 2502.31 1580.7 311.576 1269.12 303.773 300.235 295.239 267.987 178.365 98.311 80.0537 35.072 264.715 965.352 265.549 110.274 98.6595 699.803 537.284 162.519 113.838 91.4229 85.4312 155.275 119.362 23.1171 35.9131 259.616 83.3106 internal_count=86175 22955 15252 4252 11000 2644 2623 2599 2401 993 500 493 163 2319 8356 3268 1576 853 5088 3969 1119 736 561 514 1692 1221 282 471 2290 514 is_linear=0 shrinkage=0.1 Tree=376 num_leaves=31 num_cat=0 split_feature=6 6 9 9 2 8 1 5 7 9 8 9 8 7 8 8 3 0 5 8 1 0 5 9 4 0 0 4 4 3 split_gain=0.731079 2.82605 4.19885 4.25826 6.34835 5.85529 6.94178 5.36569 7.73964 3.94051 7.49159 6.11285 5.91148 5.65147 5.77025 5.41703 5.2355 5.34903 5.2176 4.66442 4.07624 3.65574 4.29623 3.46145 3.30886 2.9384 2.83062 2.82897 5.42978 2.78915 threshold=61.314634323120124 59.754011154174812 1.558970093727112 1.5024287104606631 2133.4516601562505 74.297319060000021 107.59039688110353 2.5273933410644536 104.48049926757814 1.2526250481605532 75.253016200000005 1.2593680024147036 75.01961497500001 93.262512207031264 74.941262460000019 74.797592850000015 5455.2058105468759 0.099210001528263106 2.5491399765014653 69.961542290000025 87.930801391601577 0.079295001924037947 2.5300999879837041 1.3834465742111208 0.18999666720628741 0.36005000770092016 0.047004999592900283 0.049823999404907234 0.16999850422143939 487.31999206542974 decision_type=10 10 2 2 10 10 8 10 10 2 10 2 8 10 10 8 8 10 10 8 10 10 10 2 10 8 8 10 10 10 left_child=1 -1 3 9 5 -5 7 8 -7 10 16 -11 13 23 15 18 17 19 -15 21 24 22 -3 27 -20 -22 -24 -13 -29 -19 right_child=-2 2 -4 4 -6 6 -8 -9 -10 11 -12 12 -14 14 -16 -17 -18 29 20 -21 25 -23 26 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00015836723399831169 0.0049535046768362598 0.064131034943453083 -0.052750158891355065 0.15075072669161244 -0.094767376798159469 -0.084354733858974185 -0.074074253982764793 0.16719780683258118 0.12331965470068931 -0.15032240587108125 0.069114814396789584 0.10560231878875735 -0.098425591427293943 -0.081939640983443904 0.092158903498347447 -0.15403497870381583 -0.10715295407276791 -0.017324835504663277 0.11516755714995711 0.12858945501382554 -0.04797224640131606 0.097551340891135777 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threshold=1.6318134069442751 1.5900974869728091 87.291245100000012 2.5729150772094731 122.91839981079103 0.30244840681552893 1.6201764941215517 72.669456165000014 88.037700653076186 91.284999847412124 0.19000002741813662 87.385966165000013 93.319149017333999 87.489998390000011 91.356075286865249 106.99300003051759 830.69000244140636 164.72000122070315 111.00000000000001 157.25249481201175 87.489998390000011 99.392101287841811 51.682460784912116 2.6200132369995122 86.904427585000022 339.02232360839849 50.964384078979499 128.74700164794925 53.001518249511726 364.11500549316412 decision_type=2 2 10 8 8 8 2 8 10 8 8 10 10 10 8 10 10 8 8 10 10 10 8 8 10 10 8 10 8 10 left_child=1 -1 3 5 8 -3 7 -7 -5 -2 11 25 13 -13 -15 16 -16 18 19 20 24 -22 -19 -24 -12 26 -11 -28 -25 -9 right_child=9 2 -4 4 -6 6 -8 29 -10 10 17 12 -14 14 15 -17 -18 22 -20 -21 21 -23 23 28 -26 -27 27 -29 -30 -31 leaf_value=7.3350526233951062e-05 0.067449490276597274 -0.076713462848309655 -0.10601413811647782 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17.932708011940122 3.6191831823962266 2.9119554106146106 37.190550668630749 10.991276375949381 8.3730846196413022 1.3638389566913254 2.9381905719637871 2.8161868034803774 leaf_count=82789 81 185 611 88 127 39 16 56 447 37 91 46 124 285 26 50 39 27 57 34 38 141 29 19 271 76 148 18 54 126 internal_value=0 -0.000132292 -0.0217898 -0.00321084 0.0144991 -0.0365222 0.00182586 0.0304395 0.00189637 0.00598261 0.00302009 0.0174859 0.0042349 -0.00790086 0.00340914 -0.0710304 -0.13953 -0.0116553 -0.0024165 -0.00990132 -0.0167686 0.0188871 -0.0611748 -0.101212 -0.0383636 0.0557073 0.0192928 0.0492893 -0.154957 -0.0168777 internal_weight=0 9345.11 87.8994 72.014 47.0173 24.9967 12.7917 10.5274 40.6002 194.115 185.189 93.2607 69.2518 60.8643 53.7428 7.10707 4.6779 91.9287 77.4744 70.9742 66.3089 25.0118 14.4543 9.46933 41.2971 24.0089 13.0176 9.73692 5.85015 7.67816 internal_count=86175 84484 1695 1084 662 422 237 221 535 1691 1610 849 570 446 400 115 65 761 632 575 541 179 129 102 362 279 203 166 73 182 is_linear=0 shrinkage=0.1 Tree=378 num_leaves=31 num_cat=0 split_feature=1 7 7 8 4 9 9 2 7 5 6 4 6 2 6 0 3 7 2 1 3 3 5 2 6 0 6 4 1 1 split_gain=0.73476 4.07327 5.02994 6.20025 6.64015 5.84829 7.77816 5.85187 5.57562 7.46715 4.96932 6.36784 8.08774 5.42646 5.40212 5.40431 8.23015 4.85969 4.81731 7.64324 6.38785 5.50366 5.09914 5.95385 7.09738 7.03883 5.2449 5.55761 5.54399 6.06769 threshold=122.09254837036134 96.002998352050795 93.204734802246108 87.321885330000015 0.059998499229550369 1.5715809464454653 1.5335874557495119 288227.26562500006 90.492675781250014 2.68000340461731 55.616619110107429 0.071003500372171416 56.050838470458991 138.53034973144534 49.350814819335945 0.010000114329159262 1154.7149658203127 91.875728607177749 490.38099670410162 139.81220245361331 14.215449810028078 61.862352371215827 2.6766099929809575 763.82550048828136 54.552045822143562 0.066814914345741286 52.848875045776374 0.06956499814987184 157.25249481201175 211.64724731445315 decision_type=8 8 10 10 10 2 2 10 10 8 10 10 10 10 8 8 10 8 10 10 10 10 10 10 8 8 8 10 10 10 left_child=-1 2 5 10 -5 6 -2 8 9 -7 14 12 -12 -13 -4 16 -16 -8 19 20 -17 -21 23 24 25 -20 -25 28 -28 -30 right_child=1 -3 3 4 -6 7 17 -9 -10 -11 11 13 -14 -15 15 18 -18 -19 22 21 -22 -23 -24 26 -26 -27 27 -29 29 -31 leaf_value=0.00044923707993974851 -0.0023991158177259879 0.0021069384379513189 0.11538474725175232 -0.030413148428559512 -0.26042681201313883 -0.03766656159785229 -0.11457989250170103 0.15764712689094415 0.075517108549729109 0.094776721231899674 0.059846999269306325 -0.075992938022724998 -0.073128988830223729 0.039457410479970922 -0.026482709349829936 -0.1677472329029438 0.14708720444101275 0.058392139574612527 0.054248035702113985 -0.0037035512957155937 -0.015907354174104566 0.10416196799538696 0.0041997008570371589 -0.068220794233549029 -0.17796940646431941 -0.102719579273294 -0.031530669804277274 -0.048793921557558087 0.071671570769651902 -0.057207176140462626 leaf_weight=7503.8918248911377 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-0.0216941 0.00359917 0.0412295 internal_weight=0 2030.44 850.329 292.41 5.1647 557.919 517.854 40.0656 36.4982 23.3417 287.245 69.9551 22.7156 47.2395 217.29 214.51 11.4371 11.5642 203.072 41.7904 22.8513 18.9391 161.282 135.441 19.8057 13.0322 115.635 81.0806 41.9381 20.2484 internal_count=86175 19910 7749 2337 171 5412 4919 493 462 288 2166 447 193 254 1719 1686 81 378 1605 304 184 120 1301 1049 119 82 930 598 345 136 is_linear=0 shrinkage=0.1 Tree=379 num_leaves=31 num_cat=0 split_feature=9 9 7 9 9 9 7 1 5 6 7 3 7 6 6 0 9 2 7 1 6 8 8 1 6 5 7 3 6 1 split_gain=0.713002 11.3869 9.58911 5.30456 9.41104 11.3091 7.98353 5.03636 7.91478 7.83763 6.39635 6.02536 7.99263 5.75057 5.48318 7.00109 5.41849 10.987 7.0936 7.49575 5.85333 4.72446 5.36937 9.1195 8.7181 7.59195 5.48641 4.70762 4.07124 4.09033 threshold=1.4366575479507449 1.4225609302520754 101.85602951049806 1.4649919867515566 1.5024287104606631 1.4836104512214663 92.214447021484389 95.10858535766603 2.6312500238418584 54.748006820678718 96.909748077392592 354.66000366210943 98.391803741455092 60.596574783325202 54.065002441406257 0.089829999953508391 1.4507968425750735 1580.6350097656252 100.25712203979494 85.923751831054702 57.23790359497071 74.879702425000019 74.493741635000021 100.66500091552736 60.751745223999031 2.5699650049209599 101.85602951049806 21.420949935913089 59.081159591674812 53.155000686645515 decision_type=2 2 10 2 2 2 8 10 10 8 10 8 8 10 8 10 2 10 8 10 10 8 10 10 10 10 8 10 10 8 left_child=1 -1 -3 6 5 21 -2 9 10 -8 14 16 -13 -14 -9 -16 18 28 20 27 -11 22 23 25 -25 26 -5 -20 29 -18 right_child=3 2 -4 4 -6 -7 7 8 -10 11 -12 12 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00011527841475371912 -0.12458914929243199 -0.10583329861962293 0.11324059449511772 -0.1258618251303994 0.0027190910872497294 -0.10527966482394158 -0.11195845461990811 0.12041699140946818 -0.15441183393558386 0.065916189359067984 0.10587917922475149 0.041777132561865563 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78 31 8132 1017 28 31 313 21 113 36 51 18 55 26 39 103 29 32 20 442 105 367 11 42 19 201 39 108 internal_value=0 -0.000282869 -0.0787624 0.00271451 -0.000880289 -0.0371757 0.0196038 0.0232149 0.0549798 0.0126152 0.0650796 0.0182249 -0.0366461 -0.0970694 0.021169 -0.0109589 0.0284566 0.00577095 0.0548618 0.0746779 -0.0307754 -0.0116258 -0.00109463 -0.028548 -0.100069 0.019322 -0.0493285 0.0913086 0.045615 0.0693578 internal_weight=0 8657.63 18.4488 873.7 720.373 64.9933 153.327 149.581 37.4253 112.156 35.7032 107.323 16.8671 9.52688 17.196 12.9907 90.4559 48.6549 41.801 33.946 7.85496 47.2623 42.5423 26.6363 10.6798 15.9564 8.01615 30.1674 28.5696 20.4714 internal_count=86175 73975 1017 12200 10166 2034 2034 1263 538 725 225 697 105 69 112 81 592 289 303 262 41 1017 575 470 378 92 50 230 186 147 is_linear=0 shrinkage=0.1 Tree=380 num_leaves=31 num_cat=0 split_feature=8 4 5 0 8 7 1 2 7 4 9 3 3 3 4 0 2 7 3 3 1 1 7 3 1 1 9 9 2 3 split_gain=0.700998 2.7794 4.79882 2.38854 2.35244 4.5951 5.39043 7.67803 3.80582 3.78254 4.62997 3.76053 2.55915 2.16695 3.12196 2.15123 1.98575 1.7412 3.35795 1.62378 1.60599 2.29903 4.37373 3.00337 4.13761 2.45808 6.6667 5.21605 4.06633 6.55176 threshold=11.539578135000001 0.048076000064611442 2.746313333511353 0.044505000114440925 13.758170855000001 96.21506500244142 104.71112442016603 3420.414916992188 90.00799942016603 0.03688549995422364 1.0777724981307986 137.19499969482425 214.22879791259768 48.10499572753907 0.1673805043101311 0.51504999399185192 176.28599548339847 102.59058761596681 134.34804534912112 81.177448272705092 136.95379638671878 127.39005661010744 97.345504760742202 674.11999511718761 114.29119873046876 104.39070129394533 1.063004791736603 1.063004791736603 2742.005004882813 313.04499816894537 decision_type=8 10 10 10 8 8 10 10 10 8 2 10 8 10 8 10 10 10 10 10 10 10 10 10 10 10 2 2 10 8 left_child=1 2 -1 -3 5 6 9 8 -8 -2 11 -11 -13 14 -5 -16 19 20 -19 -15 21 23 -23 25 -25 27 28 -18 29 -27 right_child=4 3 -4 13 -6 -7 7 -9 -10 10 -12 12 -14 16 15 -17 17 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.1111481659874535 -0.12136183435905352 -0.094973417802440188 0.050631020683116201 -0.14721731595320428 -1.2890472703732404e-05 -0.1132385275502783 -0.0065381079570301344 -0.10887548850445278 0.11610296372575407 0.043308802399928868 0.082955664652954564 -0.1206304869769551 -0.016257666525471073 0.015478344459917512 0.1506211645318884 -0.10896609024274291 0.024312144692862209 0.032969010175327593 -0.101553198184961 0.12283011381562421 -0.055209039210166455 0.10794597224268326 -0.031267131194179128 -0.12757760787070374 0.041388166306901605 0.0070887237127475302 -0.13652323110072484 0.15947936891557929 -0.044254331299126842 0.10898331322672508 leaf_weight=4.9385717289942468 4.7894685640940224 2.1331577971577635 2.9162387698888779 1.9967974166938791 9335.0599306231634 5.0660407040268174 3.8542019277811033 2.8873124513775101 7.3665255345404148 3.3916543610394063 3.4324904829263678 5.8725201487541172 3.9155731014907369 2.6922146044671527 0.82279864941119762 0.5216345827357145 38.781900824978948 3.6234371513128272 3.8033433912787586 2.9560981132090092 3.2680096291005603 6.7485932335257512 3.3906639963388443 3.4877161294934913 2.4796848967671394 39.204173987731338 3.2517581433057776 3.0818232148885718 10.933901784941552 7.5209734998643389 leaf_count=105 25 30 17 50 83879 65 22 59 55 23 20 35 24 22 283 427 267 25 82 24 25 43 22 105 13 247 22 15 95 49 internal_value=0 0.00680626 -0.0510848 0.0100381 -0.000117323 -0.0241435 -0.0114326 0.036555 0.073977 -0.0430661 -0.0204927 -0.0474345 -0.0788778 0.0116548 -0.067901 0.0499024 0.0136205 0.0110904 -0.0359214 0.0716619 0.0139488 0.0158499 0.0613918 0.0116035 -0.0573658 0.0156081 0.00278695 0.0342626 0.0106435 0.0234899 internal_weight=0 148.553 7.85481 140.699 9375.64 40.5758 35.5097 14.108 11.2207 21.4017 16.6122 13.1797 9.78809 138.566 3.34123 1.34443 135.224 129.576 7.42678 5.64831 122.149 118.881 10.1393 108.742 5.9674 102.775 60.9108 41.8637 57.659 46.7251 internal_count=86175 1968 122 1846 84207 328 263 136 77 127 102 82 59 1816 760 710 1056 1010 107 46 903 878 65 813 118 695 413 282 391 296 is_linear=0 shrinkage=0.1 Tree=381 num_leaves=31 num_cat=0 split_feature=8 9 3 1 7 3 6 7 6 5 0 0 6 3 6 6 6 3 0 0 9 8 4 0 1 0 1 1 2 7 split_gain=0.666281 12.7738 5.01863 7.06684 9.01246 6.58467 5.6845 4.78246 4.6418 4.5505 3.77154 3.15323 4.1341 3.11569 3.54634 2.90081 6.52358 5.38675 3.67087 2.80347 2.89252 2.69968 5.15671 6.58182 4.3591 3.55808 3.55066 5.50074 2.86309 2.65312 threshold=88.484342550000022 1.5335874557495119 73.653854370117202 126.77050018310548 91.650299072265639 63.32500076293946 49.350814819335945 85.059902191162124 53.461326599121101 2.68000340461731 0.18000015616416934 0.32000008225440985 51.073438644409187 2305.724975585938 51.001256942749031 50.41822814941407 51.485130310058601 214.22879791259768 0.18998345732688907 0.028716756962239746 1.5271995663642886 88.353219990000014 0.089999500662088408 0.12999981641769412 110.93805313110353 -0.012469999957829712 53.155000686645515 103.78250122070314 214.95999908447268 93.146469116210952 decision_type=10 2 10 10 10 8 10 8 10 8 8 8 8 10 8 10 10 10 10 10 2 10 10 10 10 10 10 10 10 10 left_child=21 2 5 4 8 6 -2 -5 -4 15 -8 -12 -13 -3 -15 17 -17 -9 -18 -6 29 -1 23 24 25 -23 -27 -28 -25 -21 right_child=1 13 3 7 19 -7 10 9 -10 -11 11 12 -14 14 -16 16 18 -19 -20 20 -22 22 -24 28 -26 26 27 -29 -30 -31 leaf_value=6.1002175554078759e-06 -0.11274711748553329 -0.11084615305393231 0.12708995896657893 -0.079779117829702817 -0.19368901878188247 -0.1381355779569553 -0.094638301036687689 0.035689229286224686 -0.046546107572364215 0.12357174394040876 0.097054429104178094 0.085358857028835652 -0.041714039053582314 0.19129533698895745 -0.10285521825343907 0.12719783693599707 0.078367740087929877 -0.14330581774510087 -0.090148636137765456 -0.10024818381783383 -0.14140655126876076 -0.25038100329082508 0.072296723720427808 0.063291773747853247 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0.00447491 0.03784 -0.046385 -0.0328841 -0.0345489 -0.00175159 -9.04457e-05 -0.0297391 -0.0462483 0.0106383 -0.0434613 -0.0169354 0.0170578 -0.0901595 0.0447558 internal_weight=0 89.0545 77.5323 50.9707 24.667 26.5616 22.9787 26.3037 19.2957 21.0437 19.6273 17.4091 10.6215 11.5223 1.6425 17.0943 10.3225 6.77179 5.76204 5.37128 4.45346 9431.36 30.612 26.3488 11.4785 6.48252 5.74593 4.84073 14.8703 3.34089 internal_count=86175 1590 1086 746 535 340 302 211 382 183 285 193 100 504 95 129 86 43 59 153 132 84585 636 564 272 176 167 158 292 126 is_linear=0 shrinkage=0.1 Tree=382 num_leaves=31 num_cat=0 split_feature=1 6 7 6 0 4 5 8 7 2 2 7 7 4 8 4 4 0 3 3 9 0 8 8 2 2 3 7 8 9 split_gain=0.646874 6.08669 5.87227 5.13467 6.92389 5.88837 4.47956 4.44421 4.27451 3.96527 3.87777 5.4065 4.70994 3.97251 3.71262 3.62852 3.61961 3.51911 5.49208 3.59772 5.96586 3.46974 3.43267 5.45562 3.33764 3.19426 3.52973 4.64837 3.66566 3.43425 threshold=211.64724731445315 53.154035568237312 88.833370208740249 54.664556503295906 -0.019999990239739415 1.0000000180025095e-35 2.5500099658966069 47.827284630000008 95.30426406860353 10274.441406250002 3131.3349609375005 90.372039794921889 92.847381591796889 0.022057499736547474 84.096144080000016 0.059568999335169799 0.017374999821186069 -0.019999990239739415 189.72499847412112 202.79999542236331 1.0861997008323672 0.047004999592900283 60.522278915000008 59.86349009500001 17553.171875000004 11506.671875000002 129.12750244140628 100.38489151000978 59.778939185000006 1.162797808647156 decision_type=8 8 8 10 8 8 10 8 10 10 10 8 8 10 8 8 10 10 10 10 2 10 10 8 10 10 8 10 8 2 left_child=-1 2 7 4 -3 -6 14 -2 10 -9 11 -8 13 -12 17 16 24 -7 -19 -20 22 -22 23 -21 -4 26 29 28 -28 -5 right_child=1 3 15 25 5 6 8 9 -10 -11 12 -13 -14 -15 -16 -17 -18 18 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00010211745710527823 -0.13425857886926781 0.085992588812331586 0.060989870734438262 0.084798442799482773 0.10558621227005849 -0.081198326055000949 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2.4627483338117599 2.6015649084001771 7.4199609197676155 2.6300084432587019 2.9421131554991016 14.126483406871555 leaf_count=84335 19 46 53 67 60 372 19 52 23 33 28 58 24 36 196 23 105 172 21 39 43 18 40 46 14 15 48 23 32 115 internal_value=0 -0.00620873 0.0278613 -0.017017 -0.0301832 -0.0369447 -0.0419045 -0.0266056 -0.0732553 0.00462063 -0.0869917 -0.132451 -0.0539123 -0.0160916 -0.0241536 0.0549445 0.0674411 -0.0303484 -0.0161675 -0.037477 -0.0259182 0.0503425 -0.055792 -0.0148469 0.00206701 0.0140617 0.00605789 -0.0351826 -0.0653172 0.0306952 internal_weight=0 165.293 39.8083 125.484 88.1434 83.2955 80.4944 13.2205 29.0998 10.248 25.7873 10.8613 14.926 10.2704 51.3947 26.5877 23.8577 48.8021 38.1601 29.0077 26.1868 7.37081 18.816 9.80529 6.25048 37.3411 34.7395 12.9921 10.3621 21.7475 internal_count=86175 1840 299 1541 1241 1195 1135 104 188 85 165 77 88 64 947 195 172 751 379 207 186 61 125 85 67 300 285 103 80 182 is_linear=0 shrinkage=0.1 Tree=383 num_leaves=31 num_cat=0 split_feature=9 9 6 8 5 9 8 8 7 3 8 2 9 6 9 1 7 8 2 5 7 1 9 6 1 7 5 5 0 4 split_gain=0.634819 3.95522 8.13768 19.9955 22.3784 9.12266 7.37011 6.90842 7.29934 7.89241 6.85923 7.83324 9.24554 6.76114 6.75369 18.7711 12.5813 9.15883 16.0731 9.72316 8.99605 6.65333 6.61978 6.61804 12.3594 7.2172 6.40382 6.30255 8.31752 7.14627 threshold=1.3758142590522768 1.2924330830574038 57.302055358886726 82.483280285000021 2.6646066904067998 1.3642726540565493 61.319998600000012 59.948030760000009 88.122100830078139 4.1601498126983651 82.915767860000017 2296.2648925781255 1.3720922470092776 58.123060226440437 1.2987144589424136 103.78250122070314 92.67895889282228 73.35557599000002 1548.749450683594 2.6199631690979008 104.69990539550783 82.310581207275405 1.3268429040908816 55.995513916015632 125.68610000610353 96.506027221679702 2.5491399765014653 2.6900134086608891 0.10999006778001787 0.099994499236345305 decision_type=2 2 8 10 8 2 8 10 10 10 10 10 2 10 2 10 8 10 10 10 8 10 2 10 10 10 10 8 10 10 left_child=1 -1 7 4 5 13 22 8 9 -3 11 12 -5 -4 15 -9 -17 19 27 20 23 -12 -6 24 -16 -25 -22 28 -19 -30 right_child=-2 2 3 10 6 -7 -8 14 -10 -11 21 -13 -14 -15 17 16 -18 18 -20 -21 26 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.00037133006063952249 0.0021093902503887024 0.15728697046721082 -0.047335912747253447 0.028168988727567141 -0.037661755772032096 -0.094458208707339161 -0.10097619984404274 0.08683285110357962 -0.075284772546806267 -0.075371945567652157 -0.083766189595612217 -0.054034863334173781 0.16664650386687729 0.036115625447456362 -0.026482873349744092 0.057379158183881174 -0.1163920759660525 -0.045913944673188621 -0.082188935378203598 -0.0084951829116825008 0.22675882448493143 -0.0041780774825876795 0.21765210246817523 -0.0058748186416270522 0.071084225389605751 0.14329242100318712 0.027289458643010141 0.14719715666937028 0.041041180551508412 -0.055742792913435917 leaf_weight=7524.0230116722223 1234.3854599410952 3.2196401767432716 13.440683305620039 15.237675175070768 5.612019599415361 9.4532806959577993 59.5644339201599 32.764410137897357 19.320584900793619 2.664838096126914 10.934819157700984 6.3340308368206015 7.0530991107225409 34.962798565684352 29.51067765429616 7.2456502212444347 9.804238133132456 27.331464578164741 29.743549236634863 67.056594595604111 4.3413339082617304 266.41594172499026 1.2399031305103561 4.904772486537694 23.18308681435883 9.5767038911581022 2.557717832736671 2.9560545881977296 40.362407879030798 9.4071737672202271 leaf_count=59397 17285 22 268 63 87 161 2169 191 209 35 241 37 29 393 265 79 176 219 1079 993 34 1572 63 52 189 58 31 196 488 94 internal_value=0 -0.000321549 -0.00721555 -0.0162447 -0.0500715 -0.00460557 -0.0896779 0.00470279 -0.0455858 0.0519253 -0.00250585 0.0440997 0.0719851 0.0129428 0.0089174 0.0425509 -0.0425449 0.00224057 -0.0194191 0.0190919 0.0440654 -0.00731591 0.00853906 0.0328972 0.0164426 0.0927705 0.152809 0.00390179 -0.00159215 0.0227476 internal_weight=0 8280.22 756.2 430.249 124.273 57.8568 66.4164 325.951 25.2051 5.88448 305.976 28.6248 22.2908 48.4035 300.746 49.8143 17.0499 250.932 109.801 141.131 74.0743 277.351 6.85192 67.1752 52.6938 14.4815 6.89905 80.0571 77.101 49.7696 internal_count=86175 68890 9493 5083 3141 822 2319 4410 266 57 1942 129 92 661 4144 446 255 3698 2076 1622 629 1813 150 564 454 110 65 997 801 582 is_linear=0 shrinkage=0.1 Tree=384 num_leaves=31 num_cat=0 split_feature=3 8 5 8 6 9 8 5 5 8 4 1 9 6 5 9 1 8 6 7 8 7 5 8 8 1 2 1 3 6 split_gain=0.669485 2.46884 3.69314 3.24927 7.91403 7.85227 6.17384 4.07575 3.73679 3.45245 4.62327 4.3492 4.76181 3.32368 2.81609 4.07421 3.65572 3.20106 5.512 4.22478 4.84527 4.83057 4.13437 4.87451 4.06805 5.50843 4.41784 3.394 3.28706 3.15532 threshold=6044.5651855468759 42.537642925000007 2.6100032329559331 60.522278915000008 50.41822814941407 1.0514340996742251 53.814256215000007 2.5900232791900639 2.5300999879837041 47.827284630000008 0.040001999586820609 103.78250122070314 1.0316978693008425 53.092426300048835 2.5201749801635747 1.3009637594223025 137.54299926757815 75.01961497500001 56.91405105590821 97.206172943115249 75.253016200000005 90.06866836547853 2.6694049835205083 62.490172530000002 83.074457065000004 69.704998016357436 3630.560668945313 122.49349975585939 47176.857421875007 51.767759323120124 decision_type=8 8 8 10 8 2 10 8 8 10 8 10 2 10 8 2 8 10 10 10 10 10 10 8 10 8 10 8 10 10 left_child=-1 2 -2 4 -3 6 7 -6 -7 10 -9 12 -11 -12 15 16 -5 22 19 20 -19 24 -16 -24 25 26 -22 28 -23 -26 right_child=1 3 -4 14 5 8 -8 9 -10 11 13 -13 -14 -15 17 -17 -18 18 -20 -21 21 27 23 -25 29 -27 -28 -29 -30 -31 leaf_value=0.00017937352666172175 0.08385939559744908 0.17046683363043286 -0.090512980603593307 -0.11696002519510079 -0.08646449325803357 0.086843570317087337 0.065624185045282474 -0.081421645173655688 -0.087746057548405088 -0.12018866349545153 0.083911332220044363 0.022446797955992113 -0.022025819196357585 -0.038997607225728287 0.010318280353470983 0.021614404497812021 0.022190156163046738 -0.094482571505628582 -0.13711472010008452 0.087378507788870949 0.20193513500554189 0.053771187895079231 0.11758947444027373 -0.078763139048213748 0.0016848780483550833 -0.088018815888266891 -0.10722541026539781 0.14448155859777012 -0.049722628096143168 -0.074824078674112157 leaf_weight=9036.5568993190063 6.51554860174019 2.0979430843144646 1.4929308326663893 7.358633551863023 8.2267329096794111 1.3021558290347481 9.5219891362357867 3.0630283802747709 20.939073895296133 7.2804487794637707 9.5924925499984948 11.273457705974577 15.383487112820147 2.8549718707799903 238.14094604138518 6.3003308312618165 2.5396018074825415 6.8431752614560528 3.475482514302711 4.3495674969162783 1.2772096081753237 9.8593473164364713 1.4589779089437769 9.4762245494021045 51.759773462901649 13.150930394069292 0.72434874367900182 2.6641609405633053 4.4558094244566737 6.0169964153901665 leaf_count=80739 231 15 100 75 38 17 85 19 375 44 92 47 68 20 1764 54 20 142 36 49 46 216 19 411 884 179 20 78 105 187 internal_value=0 -0.00369407 0.0513531 -0.00464955 -0.0215181 -0.0260215 -0.00897472 -0.0212909 -0.0775244 -0.0104478 0.0286377 -0.0283112 -0.0535592 0.0557207 -0.000474685 -0.0412465 -0.0812581 0.00139281 -0.0132899 -0.00903329 -0.0133676 -0.0071937 0.00755748 -0.0525657 -0.018378 -0.0644966 0.0900523 0.0408448 0.0215572 -0.00628293 internal_weight=0 469.396 8.00848 461.387 91.5358 89.4378 67.1966 57.6746 22.2412 49.4479 15.5105 33.9374 22.6639 12.4475 369.852 16.1986 9.89824 353.653 104.577 101.101 96.7518 89.9086 249.076 10.9352 72.9293 15.1525 2.00156 16.9793 14.3152 57.7768 internal_count=86175 5436 331 5105 820 805 413 328 392 290 131 159 112 112 4285 149 95 4136 1942 1906 1857 1715 2194 430 1316 245 66 399 321 1071 is_linear=0 shrinkage=0.1 Tree=385 num_leaves=31 num_cat=0 split_feature=8 8 2 4 4 9 9 3 1 1 8 9 5 7 1 3 0 8 9 9 9 9 2 6 9 8 5 9 8 0 split_gain=0.667579 9.02475 19.2817 8.64028 6.58187 6.83192 6.21163 4.5165 5.15595 4.46302 3.79122 15.263 25.4193 20.1446 17.0747 16.1863 8.53621 9.1977 10.5521 8.24621 16.2505 16.244 12.1015 12.0089 8.03077 6.87095 14.5756 11.7022 8.13683 8.67219 threshold=61.319998600000012 60.751124400000009 238.2572937011719 0.1071133352816105 0.04040499962866307 1.0646093487739565 1.0497827529907229 239.47029876708987 71.164203643798842 82.942451477050795 65.094124090000022 1.1293502449989321 2.6724250316619877 96.35712051391603 93.325000762939467 50.295619964599616 -0.037466512992978089 64.373716720000019 1.2677250504493716 1.0760917663574221 1.067902743816376 1.0861997008323672 272.85049438476568 55.01366043090821 1.1543519496917727 65.631410680000002 2.6683049201965336 1.1828010082244875 65.504867765000014 0.1827034801244736 decision_type=10 10 10 10 8 2 2 10 8 8 10 2 10 10 8 10 8 10 2 2 2 2 10 10 2 10 10 2 10 8 left_child=1 -1 3 -3 -4 -6 -2 8 -7 -5 11 12 13 19 24 -14 -16 18 -18 20 22 -21 23 -8 -13 26 -12 -28 -29 -30 right_child=6 2 4 9 5 7 10 -9 -10 -11 25 14 15 -15 16 -17 17 -19 -20 21 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.00028106782578613904 -0.10317333703126029 -0.094277562809263304 -0.068957414260624572 -0.052702426420423831 -0.056067362303446 0.14754075531757038 0.1072603862019391 0.12525230062080192 0.046679114094375897 0.11904257094168269 0.05844037118925674 -0.14477123163182534 -0.070051768539588555 -0.096101570456307406 0.26739961516105221 0.084450368780042362 -0.014721618575715557 -0.074985539154592523 -0.10924119090679352 -0.099295445409385452 0.06362423320354664 0.013423081739594618 -0.066037284078402661 -0.15203098690920408 0.031388324402190804 -0.00034742043075710395 0.041678077047991535 -0.073116323112635384 -0.088348891856665876 0.076836935641546714 leaf_weight=3023.5363535797842 5.8980961653287514 14.289723033376506 3.7503222553059459 2.6069452925585201 4.1724764353130004 5.8633825406432143 9.383244186639784 14.262214820832012 37.372781484853476 3.6060182834044099 61.19834250130225 2.7310617640614501 7.7851581498980513 23.994781495071948 0.87980449294263963 52.557927068322897 92.189157121814787 63.478617712909909 13.546857711313349 19.74546890577767 45.078291930258274 36.269009187817574 24.601793773472309 2.2061577592976382 49.362401538717677 5811.9087829209202 28.006362134590745 27.861932296087616 4.8401275662909011 9.2561707456479763 leaf_count=26334 430 120 73 31 34 62 46 71 257 29 378 15 37 189 19 350 678 1471 2139 221 239 252 135 78 471 51116 218 503 65 114 internal_value=0 0.00118925 0.033147 -0.0514724 0.0596663 0.0674881 -0.00059714 0.0764542 0.0603573 0.0469788 -0.000502413 -0.00941804 0.00915038 -0.0115654 -0.0279392 0.0645173 -0.0432805 -0.0448958 -0.0268314 0.00321005 0.0235572 -0.0263109 -0.0263487 0.0579017 0.022153 0.000163377 0.0227971 -0.00838017 -0.0417931 0.0201185 internal_weight=0 3109.46 85.9239 20.5027 65.4212 61.6709 6392.78 57.4984 43.2362 6.21296 6386.88 443.81 221.622 161.279 222.188 60.3431 170.094 169.215 105.736 137.284 81.2695 56.0145 36.1912 11.5894 52.0935 5943.07 131.163 69.9646 41.9582 14.0963 internal_count=86175 27011 677 180 497 424 59164 390 319 60 58734 6340 1547 1160 4793 387 4307 4288 2817 971 498 473 259 124 486 52394 1278 900 682 179 is_linear=0 shrinkage=0.1 Tree=386 num_leaves=31 num_cat=0 split_feature=9 6 8 7 6 9 4 2 8 7 4 0 3 7 5 6 4 9 4 6 1 0 6 2 9 9 3 1 9 2 split_gain=0.633629 2.01764 2.68413 2.05353 2.09103 2.35689 2.03912 3.0838 1.98292 4.20008 3.64848 3.39699 3.73093 4.28068 3.33075 5.67106 4.56316 3.62267 3.51117 3.21442 2.6843 3.04171 3.03885 2.61317 4.92242 4.55744 3.32842 3.23059 3.30176 4.26996 threshold=1.0116130113601687 53.760551452636726 22.435539010000003 113.63326644897462 62.784885406494148 1.0066126585006716 0.099994499236345305 6171.0654296875009 40.878328720000006 93.060775756835952 0.13000332564115527 0.51504999399185192 21.420949935913089 102.89816665649415 2.6050050258636479 58.876743316650398 0.11000333353877069 1.0083022713661196 0.10000333562493326 54.822433471679695 84.153450012207045 0.27005000412464147 56.153474807739265 66.224700927734389 1.0099684596061709 1.0066126585006716 2.59309995174408 66.99499893188478 1.0083022713661196 184.97500610351565 decision_type=2 8 10 10 10 2 10 10 10 8 10 10 8 10 8 10 10 2 8 8 8 8 10 8 2 2 10 10 2 8 left_child=1 2 -1 4 8 -6 7 -4 9 -3 14 12 23 20 17 16 18 -11 -16 -20 21 -14 -23 24 25 26 -10 -25 29 -29 right_child=-2 3 6 -5 5 -7 -8 -9 11 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 22 -24 27 -26 -27 -28 28 -30 -31 leaf_value=-0.06286686306565635 0.00010548614044631778 -0.076813631353780609 0.045633974877143525 0.066113204977240228 0.034610155623881089 -0.09829267833595573 0.090119494407908743 -0.067146313099654714 0.0049979718789137147 0.024919904118097538 -0.1119055430801706 0.03270960460477202 -0.11741660106959845 0.012995940119364774 0.13249542500108125 -0.18178031347903012 -0.14140807227238639 0.1164590859077298 -0.10963443240899601 0.024125933509134785 -0.089235524732660818 -0.040766127766702159 0.07739431798846641 0.11182852854844226 -0.14136000057689746 0.057535408805815952 -0.11203614743425463 0.0023389840943056554 0.025387900931521479 -0.10075463044856565 leaf_weight=3.0636948546316516 9290.909962765305 5.2483381213387466 9.3837513293838146 3.5606769765581694 1.795204604812169 5.1978682763874531 5.3534069471061221 3.2691370919346801 4.7836649789824168 13.666734346552404 2.0781730127218898 12.919523717311675 3.006678372621538 9.5265795886516553 2.6470148079097329 1.6239425837993611 1.7918971143662918 6.3237130939960471 2.0222842656076017 16.097647335355759 17.58345033275873 6.748202867805956 3.2127567380666733 2.7570018973201504 3.6709348931908599 5.8026007078588 4.9389774762094021 12.117927513085307 22.71250331774354 6.0101177021861067 leaf_count=43 83795 49 84 58 74 36 30 28 70 104 427 174 19 81 18 7 11 42 12 346 154 40 21 35 26 48 26 81 174 62 internal_value=0 -0.00559858 0.0236616 -0.00906515 -0.0106011 -0.0641749 0.038384 0.0164948 -0.00836158 0.00796336 0.0175834 -0.0156223 -0.0216923 -0.0455302 0.0236753 -0.00129073 0.0117022 0.0538771 0.0249134 0.00919754 -0.0637801 -0.0292638 -0.00265526 -0.00647792 -0.0372211 -0.0125976 -0.0544539 0.00705844 -1.42203e-05 -0.0318404 internal_weight=0 198.914 21.07 177.844 174.284 6.99307 18.0063 12.6529 167.291 51.4997 46.2514 115.791 102.871 40.0777 44.1732 24.1828 22.5588 19.9904 20.7669 18.1199 30.5511 12.9676 9.96096 62.7937 19.1962 15.5252 9.72264 43.5976 40.8405 18.128 internal_count=86175 2380 185 2195 2137 110 142 112 2027 1016 967 1011 837 315 540 394 387 146 376 358 234 80 61 522 170 144 96 352 317 143 is_linear=0 shrinkage=0.1 Tree=387 num_leaves=31 num_cat=0 split_feature=6 8 4 1 1 3 1 0 4 9 2 5 1 9 7 9 9 2 9 8 1 2 9 8 9 0 5 1 7 0 split_gain=0.621838 3.74914 5.13874 4.30018 5.25232 4.47508 4.42652 6.97217 8.24387 9.30585 7.24178 5.97869 5.65322 4.87828 5.15947 4.83423 11.927 7.51191 7.47618 6.78469 5.81564 5.85853 5.40029 4.79042 4.65938 6.0353 5.21065 6.351 5.64503 4.65155 threshold=51.424877166748054 88.018790025000015 0.017374999821186069 91.850250244140639 92.450927734375014 2.2710633277893071 80.730300903320327 0.089829999953508391 0.054487999528646476 1.1996469497680666 2077.4470214843755 2.7900149822235112 75.540901184082045 1.1209892034530642 101.12480545043947 1.2728846073150637 1.2509382963180544 466.54255676269537 1.2543222308158877 70.628452205000016 83.832332611083999 2296.2648925781255 1.2276334166526797 85.728648085000017 1.2242988944053652 0.017463325522840027 2.6451699733734135 88.472000122070327 95.30426406860353 0.16989340633153918 decision_type=8 10 10 10 10 10 10 10 10 2 10 8 8 2 10 2 2 10 2 10 10 10 2 8 2 10 10 8 8 10 left_child=1 2 -1 5 -5 -4 7 8 -7 23 13 15 -11 -9 -15 16 22 -17 -18 -20 21 -19 24 -10 25 -8 27 28 -27 -22 right_child=-2 -3 3 4 -6 6 11 10 9 12 -12 -13 -14 14 -16 17 18 20 19 -21 29 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.094290122496566625 0.00024751573956091958 0.014654525631704133 -0.057674841741839691 -0.075380700631108258 -0.0079281885565745686 -0.039370770398744002 -0.12932974102021907 -0.030549493334979888 -0.089755775510194757 0.19857950384192363 -0.074027405168045984 0.16748413340155069 0.031833282860488032 0.052117741645256316 -0.096591033596985287 0.11458863736250252 0.25644846814678329 -0.060412122323810706 -0.046315141827379641 0.13867790475006747 -0.080403231672560957 0.14339155869621611 -0.084244238023590753 0.050383492253601739 0.14880978428432587 0.061152996146051769 0.0081068621634382658 0.15557000442803581 -0.092259823770792893 0.066249689749052307 leaf_weight=6.3899187006177263 8597.1453319609391 111.10669706139015 10.445013776436097 11.813204527366905 506.50532088336695 10.702801488107072 2.7153901235433286 28.372629867284559 3.4325993246166044 6.1869862042367432 20.692161260696594 2.7179358672146909 3.0284514073282489 18.244040744990347 2.6752053152304134 3.7273029255447936 3.0699942596256724 2.5592526597902205 3.0182642024010402 5.777320031542331 17.696272573957689 3.1422542254440486 5.1021959707140914 8.4288737839087844 2.7854014635086051 12.669630682095885 65.577105073607527 5.6814150596037498 2.9586192928254613 2.4639349550707257 leaf_count=462 75132 1456 201 94 5915 300 28 383 107 35 390 34 29 344 17 32 24 18 28 52 146 35 71 77 23 87 563 36 22 34 internal_value=0 -0.00252966 -0.00498192 -0.00424289 -0.00946553 0.00641996 0.00917016 -0.00674014 0.0321028 0.0683969 -0.0243787 0.0205994 0.143782 -0.00353673 0.0331005 0.0177261 0.0274288 -0.0181328 0.122092 0.0751963 -0.0372612 0.0519096 0.0159072 0.0098285 0.0214382 0.0174787 0.0220667 0.065026 0.0321101 -0.0624796 internal_weight=0 889.686 778.579 772.19 518.319 253.871 243.426 101.764 31.7797 21.0769 69.984 141.662 9.21544 49.2919 20.9192 138.944 109.355 29.589 11.8656 8.79558 25.8617 5.70151 97.4898 11.8615 92.3876 89.6022 86.8868 21.3097 15.6282 20.1602 internal_count=86175 11043 9587 9125 6009 3116 2915 1682 548 248 1134 1233 64 744 361 1199 934 265 104 80 233 53 830 184 759 736 708 145 109 180 is_linear=0 shrinkage=0.1 Tree=388 num_leaves=31 num_cat=0 split_feature=5 6 7 7 9 6 2 8 6 0 0 3 0 6 0 5 4 2 6 6 8 4 1 0 8 7 7 0 5 9 split_gain=0.648179 2.31537 5.38837 5.215 6.49691 3.72428 3.05186 2.67772 5.24316 5.00818 5.32835 7.51377 6.06146 4.58879 4.4518 3.75034 4.38261 4.59848 4.71181 3.86802 5.86618 5.56451 3.78063 5.03317 4.62837 3.70837 3.70037 3.69424 3.28712 3.28578 threshold=2.7300167083740239 48.697698593139656 95.422435760498061 88.284236907958999 1.1526684761047366 49.212829589843757 1548.749450683594 65.631410680000002 52.404510498046882 0.56020000576972973 0.26737000048160559 10.810550212860109 0.22001499682664874 51.714319229125984 0.40495000779628759 2.7358150482177739 0.075642000883817687 4589.5473632812509 50.17073059082032 49.471027374267585 69.961542290000025 0.041685000061988838 93.620300292968764 0.46015000343322759 70.393947905000019 86.997737884521499 87.882106781005874 0.45014999806880956 2.7694165706634526 1.162797808647156 decision_type=10 8 10 10 2 8 10 10 10 8 10 10 10 8 8 10 8 10 10 10 10 10 8 10 10 10 8 8 10 2 left_child=-1 2 3 -2 -5 -3 -6 29 13 10 11 -10 -13 15 -12 -9 17 -17 19 -19 21 -21 -20 24 -24 -25 -22 28 -15 -7 right_child=1 5 -4 4 6 7 -8 8 9 -11 14 12 -14 27 -16 16 -18 18 22 20 26 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00019073403275027745 -0.082115299045910084 0.083388754057298772 -0.1930185772793086 -0.034436928723341163 0.27421277429335084 0.0073014568876415666 0.046947023903085916 0.078489000616702831 -0.26079968451012669 -0.32304676619183637 0.099002202211766033 0.013026948337226474 -0.10540190075720504 0.11141542743109233 -0.058198501496865278 0.049263650703893776 -0.1361314048394586 0.11430432557252311 0.11722575439299641 -0.21714064415455386 -0.24878928507928399 -0.91344420353869415 0.032287105816479485 -0.036476118191165086 -0.1302504208711405 0.13464009355300149 0.021983597192292044 -0.040531286913387365 -0.06645177159708987 -0.014287689130332099 leaf_weight=9064.8820521566704 5.3901318760617851 5.997406504895479 1.904327025542442 3.4304477407713421 1.4147737090315788 192.46725333401264 1.0146350385621188 8.6506733240530576 1.3856180909788296 0.51707790407817711 6.5381267000266217 15.275559854962923 6.0269160207826635 13.611565523184252 2.4866105776454788 18.123162514151772 2.0645219453435848 0.51074605710164478 2.3526529785740395 0.27803712462264263 1.0099550264421853 0.19544950763520319 2.7259852568677161 2.339875326375477 4.903079245625122 2.7608146662678337 1.0088521903089711 2.2201996934600201 1.1248877865436941 111.24186007040771 leaf_count=77615 269 233 29 41 33 2174 87 111 20 24 156 546 101 427 51 1010 99 25 61 44 23 10 131 26 277 31 17 37 223 2244 internal_value=0 0.00383242 -0.037458 -0.0111256 0.0541735 0.00517083 0.179296 0.00399753 0.0185452 -0.0143374 -0.00930385 -0.035156 -0.0204791 0.0351356 0.0556883 0.0190241 0.00558351 0.0136637 -0.0220104 -0.136399 -0.187776 -0.504566 0.000765417 -0.0207582 -0.0721732 0.0561428 -0.113477 0.0797209 0.0978382 -0.000606165 internal_weight=0 418.971 13.1543 11.25 5.85986 405.817 2.42941 399.819 96.1104 32.2299 31.7128 22.6881 21.3025 63.8805 9.02474 46.9238 38.2731 36.2086 18.0854 3.00304 2.49229 0.473487 15.0824 12.7298 7.62906 5.10069 2.01881 16.9567 14.7365 303.709 internal_count=86175 8560 459 430 161 8101 120 7868 3450 898 874 667 647 2552 207 1865 1754 1655 645 119 94 54 526 465 408 57 40 687 650 4418 is_linear=0 shrinkage=0.1 Tree=389 num_leaves=31 num_cat=0 split_feature=5 4 0 6 1 4 4 4 4 7 1 3 2 1 7 0 1 0 4 7 3 7 3 4 9 2 0 2 9 7 split_gain=0.643131 2.7705 3.97764 4.76153 4.58042 6.27985 3.16841 3.09448 3.08145 6.60341 3.01151 2.95985 3.87784 5.36711 4.31966 2.83914 2.62035 2.61023 4.91095 4.82567 3.107 2.32981 3.16696 2.23689 2.19321 2.25981 2.50506 4.08183 2.89164 2.1292 threshold=2.7639167308807377 0.043460499495267875 0.29305000603199011 55.569528579711921 44.649999618530281 0.14700999855995181 0.19435833394527438 0.04311600141227246 0.078011002391576781 92.615818023681655 62.174999237060554 11.237450122833254 4745.8298339843759 85.632835388183608 88.430774688720717 0.069205000996589675 80.730300903320327 0.13527975976467135 0.12250650301575662 96.21506500244142 49.229299545288093 89.215847015380874 122.10000228881837 0.21012333035469058 1.079471290111542 35815.000000000007 0.066814914345741286 12356.027832031252 1.1408789753913882 85.822437286376967 decision_type=10 10 10 10 8 10 8 8 10 10 10 10 10 8 10 8 10 8 10 8 10 8 10 8 2 10 10 10 2 10 left_child=-1 7 3 6 -5 -6 8 24 9 11 23 16 21 -14 -15 29 -3 20 19 -19 -17 22 -13 -4 -2 26 27 -26 -28 -10 right_child=1 2 10 4 5 -7 -8 -9 15 -11 -12 12 13 14 -16 17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-9.1191932158653368e-05 -0.10332921700822689 0.043030618568993442 -0.11480391964879094 -0.14968129078733625 -0.11068629067565748 0.079637231832561273 0.099887388174780739 -0.34373561550047754 0.18887545973444603 0.14791974289403953 0.079098032135208288 0.030642460814481371 -0.10892257577589731 0.13425328598315325 -0.065795083860128278 0.0089881607877010765 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761 15 internal_value=0 0.00833968 0.0157829 0.00417944 -0.057115 -0.00999087 0.0168653 -0.0324015 0.00934324 0.0325078 0.0601591 0.0102452 0.0287208 -0.020873 0.0531109 -0.0192516 -0.0641134 -0.03273 -0.00901057 -0.0591107 -0.0926276 0.0740314 0.125731 -0.0391485 -0.0253587 -0.00497668 0.012198 0.194879 -0.00212558 0.0819225 internal_weight=0 91.3607 77.2478 61.2358 10.5005 6.95818 50.7354 14.1129 46.5205 25.7005 16.012 21.5447 17.2569 8.23902 4.47711 20.8199 4.28776 18.3723 13.1607 7.86816 5.21164 9.01787 4.43233 2.56456 13.8007 10.9407 9.57354 0.696061 8.87748 2.44756 internal_count=86175 2960 1661 849 90 65 759 1299 736 515 812 442 370 152 63 221 72 170 119 83 51 218 52 668 1291 1027 846 62 784 51 is_linear=0 shrinkage=0.1 Tree=390 num_leaves=31 num_cat=0 split_feature=3 8 8 8 6 8 8 9 7 2 2 9 4 8 9 1 8 8 9 9 7 3 6 8 1 8 8 8 8 9 split_gain=0.637095 3.01767 7.2236 4.87269 8.38508 7.60951 13.6825 11.1512 12.3703 12.1277 13.3318 11.8477 8.37472 7.68306 12.9703 8.36555 9.78165 7.98129 7.68021 15.2289 8.45526 7.15853 6.6714 6.66615 6.70048 6.32514 9.03558 7.35821 8.49374 6.84881 threshold=580.35501098632824 39.379337840000005 22.435539010000003 48.197255490000011 56.420606613159187 60.522278915000008 59.948030760000009 1.222699046134949 89.589599609375014 635.75497436523449 1980.0065917968752 1.0613657236099245 0.076169498264789595 71.117230790000008 1.2292694449424746 76.67044830322267 71.893560340000008 70.628452205000016 1.162797808647156 1.1560110449790957 93.146469116210952 6044.5651855468759 47.81947326660157 53.385573055000009 97.201396942138686 61.319998600000012 63.383482725 65.80944297500001 69.472333410000019 1.067902743816376 decision_type=10 10 8 10 10 10 10 2 8 10 10 2 10 10 2 10 10 10 2 2 10 10 10 10 10 10 10 10 10 2 left_child=-1 2 -2 4 -3 6 7 9 -9 11 -11 -5 -10 14 17 -15 -17 18 19 20 25 -19 -22 24 -12 -7 29 -28 -29 -27 right_child=1 3 -4 5 -6 13 -8 8 12 10 23 -13 -14 15 -16 16 -18 21 -20 -21 22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.00042400008985674803 0.020747638456887318 0.042193534664916987 -0.062971433632519988 0.03253272063185126 -0.011476499924115716 0.15131955080207957 -0.11521360575252798 0.2626440934575574 -0.12928592214381604 -0.078796386829318998 -0.050996259186361817 -0.15757216468564716 0.14814631669448033 -0.019651230223460044 -0.094990923828124435 0.075071488461592839 0.0024983922667289995 0.10696795123473624 0.072058778902474183 -0.094053490748017193 0.0664849878998576 0.011161998353455995 -0.058355426322514628 -0.044552099720532375 0.03545928377042129 -0.16973069679694555 0.082794076631857241 -0.019120150564238905 0.071917149685002152 0.00019914221536584985 leaf_weight=7555.961009041479 18.848716201646312 75.363160368055105 22.740929880274052 56.531668754527345 47.430981903162319 4.4500200171023598 13.341237214393912 3.087343953549861 2.3146107569336891 42.301516389474273 11.904759441502391 3.4801168031990519 2.0532989464700222 177.00403452043975 8.9938390220013371 18.871269837021828 1171.4645100205817 21.351759795797989 22.204196825623512 13.032924840226768 5.4862366653978851 12.286970359738914 19.479279877356021 32.396686549764127 36.294270653277636 3.5805548354983312 27.010547697078437 26.387018934998196 16.756629926152527 7.0256146918982267 leaf_count=67626 224 602 527 380 323 28 209 19 24 259 60 18 19 2036 1321 104 10512 118 177 65 42 68 320 324 211 18 198 193 85 65 internal_value=0 0.00161447 -0.0250294 0.0022033 0.0214627 0.000858891 -0.0173152 -0.0104542 0.109428 -0.0153405 -0.0333342 0.0215084 0.00113145 0.00323911 0.0221911 0.000632707 0.00364895 0.0280772 0.0179225 0.00816631 0.0202581 0.0719736 -0.0309214 -0.00947283 0.0141055 0.035253 0.0288576 0.0418632 0.016238 -0.0571678 internal_weight=0 1923.47 41.5896 1881.89 122.794 1759.09 203.706 190.364 7.45525 182.909 122.897 60.0118 4.36791 1555.39 188.046 1367.34 1190.34 179.052 145.413 123.209 110.176 33.6387 24.9655 80.5957 48.199 85.2104 80.7604 70.1542 43.1436 10.6062 internal_count=86175 18549 751 17798 925 16873 1523 1314 62 1252 854 398 43 15350 2698 12652 10616 1377 1191 1014 949 186 362 595 271 587 559 476 278 83 is_linear=0 shrinkage=0.1 Tree=391 num_leaves=31 num_cat=0 split_feature=8 9 8 4 5 1 8 2 7 5 6 3 9 9 7 5 7 6 7 4 8 9 7 8 3 9 2 9 5 9 split_gain=0.694532 5.29045 4.83904 6.9959 6.34644 6.6099 6.44968 4.70806 5.80116 5.64291 5.22692 5.12491 4.66746 8.8081 7.04238 6.01545 5.82568 5.0001 11.0057 4.56891 4.46566 10.5614 9.52973 24.5638 9.92075 9.84955 18.4026 15.0556 10.6888 9.17411 threshold=62.490172530000002 1.0531262755393984 63.602178550000012 0.046970998868346221 2.7329149246215825 119.12260055541994 63.49075426000001 585.38000488281261 93.916984558105483 2.6050050258636479 53.52466011047364 199.53859710693362 1.3079319000244143 1.2964575886726382 108.62688064575197 2.5960299968719487 89.889560699462905 53.654310226440437 95.549999237060561 0.082002002745866789 57.860806910000001 1.0399255156517031 107.00885391235353 59.778939185000006 3.7308750152587895 1.0646093487739565 262.29499816894537 1.0695490241050722 2.6462316513061528 1.0580517053604128 decision_type=10 2 10 8 10 10 8 10 8 8 8 8 2 2 10 8 10 10 10 8 10 2 8 10 10 2 8 2 10 2 left_child=12 -2 3 -3 6 -6 7 8 9 -5 -11 -10 13 20 15 -15 -14 19 -19 -18 -1 -22 -23 24 -24 26 -25 -27 -29 -26 right_child=1 2 -4 4 5 -7 -8 -9 11 10 -12 -13 16 14 -16 -17 17 18 -20 -21 21 22 23 25 29 27 -28 28 -30 -31 leaf_value=-0.0012153649709948052 -0.10299929821932532 -0.10690969085580111 -0.00013359053190514412 0.2424561429808002 -0.015554493885928035 0.15941019779402449 -0.10457872373132281 -0.034668298287204163 0.0013733855043730446 -0.081411622191644439 0.10451272944857215 -0.14983148838433752 -0.015329752023295482 0.16299528046553297 0.14563358895822917 -0.094223204132562743 0.051967676866930428 -0.084632235257044719 0.10384582453060093 0.17604323390025955 -0.10817708971624865 0.0012756117067713078 -0.07214995907494999 0.043833081169835947 0.0059077114454380271 0.082430197400662139 -0.10161724100180079 -0.019159125651496189 0.06759744515784713 0.08084324945096244 leaf_weight=2223.2984934774331 5.0433075567416372 8.5774230599272396 6148.5129166407496 1.7673966437578172 4.4622813255191414 4.183528595691314 8.3108584293513541 51.288137280527735 42.309927448655799 2.2820750290702572 4.4813990498660132 2.3669870092126066 14.151436818363434 0.95773794874549523 1.4756736457347859 17.94383267327521 6.1557184308767336 5.5095328092575055 7.0783720882609487 5.7308259680867195 7.8763827702496192 622.42247490561567 5.4179060627357094 14.012890121783128 20.177477944642305 24.611256743897684 22.936861954629421 85.165501966141164 17.043156966567039 85.849501855671406 leaf_count=20558 438 697 56166 8 71 51 136 401 428 45 44 25 266 6 7 382 31 31 105 26 227 4324 81 104 124 139 144 497 106 507 internal_value=0 -0.000619554 -0.000537317 -0.0196276 -0.0134635 0.0691073 -0.0197919 -0.0130486 0.00779117 0.0833551 0.0417797 -0.00663746 0.00119263 0.00076886 -0.064764 -0.08119 0.0357431 0.0652741 0.0213519 0.111788 0.00119566 0.00711543 0.00812707 0.0236223 0.0598381 -0.00102256 -0.0464564 0.0122149 -0.00469258 0.0665826 internal_weight=0 6283.59 6278.54 130.03 121.453 8.64581 112.807 104.496 53.2078 8.53087 6.76347 44.6769 3187.82 3149.19 20.3772 18.9016 38.6259 24.4744 12.5879 11.8865 3128.81 905.513 897.637 275.215 111.445 163.77 36.9498 126.82 102.209 106.027 internal_count=86175 58510 58072 1906 1209 122 1087 951 550 97 89 453 27665 27206 395 388 459 193 136 57 26811 6253 6026 1702 712 990 248 742 603 631 is_linear=0 shrinkage=0.1 Tree=392 num_leaves=31 num_cat=0 split_feature=5 9 9 7 7 9 3 4 8 0 3 6 9 9 1 8 8 6 6 8 4 4 6 7 5 0 1 1 8 8 split_gain=0.622465 9.02321 14.1416 9.44713 12.5188 11.2837 9.3944 9.31081 9.21467 11.0028 7.50328 8.314 7.3901 10.6887 12.7191 11.0249 7.26174 7.20083 13.5502 8.13099 7.08303 11.0266 7.34175 8.63504 7.75851 7.60664 7.79509 7.01816 10.1165 9.0101 threshold=2.6485567092895512 1.2358905673027041 1.222699046134949 93.060775756835952 97.13147354125978 1.3268429040908816 43.264999389648445 0.13950666785240176 66.059192255000013 0.32365000247955328 24.500749588012699 55.219902038574226 1.1109600067138674 1.1710925102233889 89.323200225830092 69.472333410000019 69.293986920000023 56.420606613159187 52.909761428833015 67.503599680000022 0.090002503246068968 0.12250650301575662 52.69920730590821 94.889053344726577 2.6547749042510991 0.37481330335140234 75.540901184082045 102.86154937744142 63.602178550000012 68.163682825000009 decision_type=10 2 2 8 10 2 10 10 10 8 10 10 2 2 10 10 10 10 8 10 10 10 8 10 10 10 10 10 10 8 left_child=-1 2 6 -3 16 27 12 8 9 -4 -9 -12 -2 -14 15 17 -5 18 -15 -20 -8 -22 -23 24 -24 26 -25 -6 -29 -30 right_child=1 3 7 4 5 -7 20 10 -10 -11 11 -13 13 14 -16 -17 -18 -19 19 -21 21 22 23 25 -26 -27 -28 28 29 -31 leaf_value=-0.00050071257439311526 -0.00093095845327377026 -0.00012656671368906989 0.039702653065057991 -0.061415169201661214 0.035091527560512439 -0.083580781686285396 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74.934136340511031 7.7211425772402427 50.209590557962656 2.8143333047628429 15.077486950205641 4.9528416327666482 leaf_count=57062 1745 8202 275 2204 428 1270 8230 36 283 31 34 29 972 107 493 246 1845 35 45 29 1037 195 41 189 462 53 264 15 277 41 internal_value=0 0.0013303 0.00511596 -0.00806713 -0.0244019 0.0035861 0.00296167 0.0414231 0.0555866 0.021001 -0.0234904 -0.0697258 0.0164647 0.0271991 0.00524861 -0.0324794 -0.0431765 -0.0814059 -0.115159 -0.184612 -0.00111464 -0.0132139 0.00195861 -0.00597379 -0.0294612 0.0152553 0.0240624 0.0171195 -0.0300449 -0.0549889 internal_weight=0 2536.36 1808.01 728.341 238.243 95.6514 1706.75 101.27 83.1313 39.9836 18.1385 11.9586 395.761 244.74 116.364 50.5438 142.592 24.0978 17.4463 10.7622 1310.98 353.41 203.365 173.18 82.2169 90.9631 83.242 82.7965 22.8447 20.0303 internal_count=86175 29113 14831 14282 6080 2031 14143 688 589 306 99 63 3672 1927 955 462 4049 216 181 74 10471 2241 1204 1009 503 506 453 761 333 318 is_linear=0 shrinkage=0.1 Tree=393 num_leaves=31 num_cat=0 split_feature=9 8 0 9 9 6 9 4 7 1 8 8 5 1 9 8 1 8 4 8 9 3 8 0 3 9 8 8 4 8 split_gain=0.664942 7.17908 5.78194 11.5611 12.5217 14.0383 8.35179 9.0801 8.20957 8.32932 10.5131 7.96722 6.89538 6.41482 10.566 12.2611 10.4053 8.9198 8.72446 15.5386 32.7271 14.7312 11.6633 17.381 11.8533 7.81995 10.0364 7.68314 11.8518 7.60031 threshold=1.0828325152397158 74.680035045000011 0.11742848530411722 1.067902743816376 1.0646093487739565 57.033216476440437 1.0777724981307986 0.052423998713493354 86.454730987548842 99.708000183105483 55.038618855000003 57.044835510000006 2.6510967016220097 88.472000122070327 1.0465513467788699 46.426018395000007 86.223232269287124 42.537642925000007 0.17855834215879443 55.038618855000003 1.0514340996742251 35.073699951171882 60.333021200000012 0.15990499407052997 3.7308750152587895 1.016515374183655 45.692128230000002 46.426018395000007 0.15408100187778476 65.747008215000008 decision_type=2 10 8 2 2 8 2 8 10 10 10 8 8 8 2 8 10 10 10 10 2 10 10 10 10 2 10 10 8 10 left_child=1 2 3 4 11 -6 7 -5 12 10 -10 -1 -8 14 15 17 -17 -4 19 21 -21 -16 23 24 -22 26 -19 -23 -29 -15 right_child=-2 -3 13 6 5 -7 8 -9 9 -11 -12 -13 -14 29 18 16 -18 25 -20 20 22 27 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.011434091516738803 -0.00045717970401966645 -0.10527698544585121 -0.004663832754546386 -0.023359832045348295 -0.12151417867586943 0.13930546948409014 -0.16455398257079551 0.097075966927902865 -0.11481967162871309 0.079759476939366608 0.065922977849798475 -0.10523191915641539 -0.0056872430567156572 -0.0038905742014284255 0.14619982808885021 -0.040291460501949206 0.028680179230270587 0.0357581894711054 -0.027248885772038996 -0.14505636879974362 -0.059146391399218595 0.080087054278541916 0.0085155160661830962 -0.1410396280655091 0.089648747390833616 0.092337492783522129 -0.13834754940672556 -0.094946549754088075 0.07071830600100508 -0.076604800434985632 leaf_weight=234.85231169324197 7358.0216442549836 6.2706690293562124 88.990626510222683 7.5866218265146017 13.747721577994527 2.428122009150683 3.8209654688835117 35.801772922277451 6.2738657146692258 21.298658065497875 6.6075197458267212 6.0031564865057581 9.5869614779949188 1138.1400319812592 18.712232733145356 113.04059560974565 27.121095441063517 27.365127859637145 33.609534332412295 12.109426900511606 5.9686729460954657 19.624350041151047 144.29047843470471 4.0066664526239029 51.97162464261055 22.236093137413263 3.766664568334817 8.5589508172124606 8.7161591574549693 14.558363477990495 leaf_count=1730 69175 481 1667 37 78 59 18 339 28 123 55 441 79 7876 119 1208 191 223 215 67 25 123 1019 34 301 205 36 65 44 114 internal_value=0 0.00156136 0.00188179 0.01365 0.0028063 -0.0823631 0.0442861 0.0760173 0.015355 0.041369 -0.0221075 0.00852627 -0.0509608 -0.000468131 0.00801136 -0.00595046 -0.0269455 0.0147206 0.0208361 0.0267353 0.0147161 0.0739257 0.0240973 0.0603914 0.0743207 0.0470441 0.014693 0.0372744 -0.0113603 -0.00480894 internal_weight=0 2097.07 2090.79 348.008 257.031 16.1758 90.9764 43.3884 47.588 34.18 12.8814 240.855 13.4079 1742.79 590.088 282.52 140.162 142.359 307.568 273.959 218.347 55.6117 206.237 61.947 57.9403 53.3679 31.1318 36.8995 17.2751 1152.7 internal_count=86175 17000 16519 2987 2308 137 679 376 303 206 83 2171 97 13532 5542 3530 1399 2131 2012 1797 1446 351 1379 360 326 464 259 232 109 7990 is_linear=0 shrinkage=0.1 Tree=394 num_leaves=31 num_cat=0 split_feature=9 8 9 8 5 3 2 1 8 1 9 3 1 7 2 0 4 1 9 8 9 1 8 2 4 1 8 4 0 8 split_gain=0.663 8.78007 8.28998 8.75953 9.43341 9.35085 9.67528 9.09119 7.29752 11.0978 10.446 8.06996 8.47288 6.50955 8.673 8.36418 7.32798 7.81297 5.68723 8.11319 5.71855 5.19132 6.67958 5.18277 6.61486 7.57505 7.8536 7.11615 9.147 6.69009 threshold=1.0283345580101015 56.489202475000006 1.024965286254883 48.641006055000013 2.4904099702835087 17.149353027343754 39.329999923706062 162.71350097656253 48.197255490000011 83.832332611083999 1.0215296745300295 8.2114148139953631 87.642147064208999 105.86622238159181 541.06784057617199 0.15990499407052997 0.079371500760316863 112.06219863891603 1.0232319235801699 49.976338770000005 1.016515374183655 67.581501007080092 41.376632000000008 307.81477355957037 0.056494999676942832 124.70980072021486 41.376632000000008 0.10809033364057542 0.27461998164653784 47.632367260000002 decision_type=2 10 2 10 10 8 10 10 10 10 2 10 10 8 10 10 8 10 2 10 2 8 10 10 8 10 10 8 8 8 left_child=1 2 8 4 -4 6 -5 -8 21 10 -10 12 -11 14 -6 -15 17 -16 19 -13 -21 22 -1 24 -23 26 -26 -28 -29 -30 right_child=-2 -3 3 5 13 -7 7 -9 9 11 -12 18 -14 15 16 -17 -18 -19 -20 20 -22 23 -24 -25 25 -27 27 28 29 -31 leaf_value=-0.0085224009101025171 -0.00022520004965306779 -0.096791907953538647 0.12378158437382557 0.089227547902083634 0.10920110618248745 0.15234832473368187 -0.046426596325142865 -0.26799749157337494 0.024112756081582403 0.2338280301249388 -0.11273916221280234 -0.050934181680657192 0.071611198078725 0.1351555761564173 0.15401409573631397 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122 56 57 208 1370 615 389 251 91 488 27 internal_value=0 0.00319613 0.00464712 0.0366656 0.0604779 -0.0149921 -0.0398623 -0.078178 0.000306783 0.0289101 -0.0279659 0.0545004 0.106002 0.0299051 0.0447782 -0.103254 -0.000756008 0.0693548 0.024704 0.0414515 0.0721434 -0.00454988 0.0326371 -0.00765855 -0.0175089 -0.0142259 -0.0242918 -0.0383574 -0.0222508 -0.0357903 internal_weight=0 605.183 596.527 71.2105 48.7421 22.4684 19.5612 15.084 525.316 76.2487 23.6609 52.5879 19.2738 32.8683 29.5659 3.30235 17.3224 8.01234 33.314 28.613 21.4778 449.068 34.6441 414.424 233.365 224.817 172.842 120.413 83.6798 71.6617 internal_count=86175 5780 5581 615 414 201 166 137 4966 568 194 374 107 298 232 66 120 55 267 232 178 4398 1110 3288 1918 1861 1472 857 606 515 is_linear=0 shrinkage=0.1 Tree=395 num_leaves=31 num_cat=0 split_feature=4 7 8 2 8 8 8 7 6 9 5 9 8 4 1 8 5 9 8 7 4 5 5 0 6 5 8 0 6 5 split_gain=0.677408 3.5361 6.69194 7.3637 8.88223 6.36666 9.48569 9.74153 8.45438 6.24294 6.14897 8.91918 7.19891 5.95592 5.91701 10.1048 7.01955 5.81371 5.59104 6.07197 6.01077 5.57439 6.73414 6.38249 5.99917 5.72246 5.26548 5.25229 5.35942 5.25132 threshold=0.12600333243608478 100.14232635498048 66.889917430000011 77.08499908447267 66.558369800000023 37.490001645000007 46.426018395000007 99.411361694335952 55.135643005371101 1.018160939216614 2.6485567092895512 1.1243017911911013 75.064407355000014 0.17001000046730044 87.354000091552749 65.504867765000014 2.5800232887268071 1.1293502449989321 60.182958530000008 93.204734802246108 0.14999667555093768 2.5826166868209843 2.6646066904067998 0.57029998302459728 56.720886230468757 2.7183034420013432 53.053214340000004 0.089829999953508391 60.596574783325202 2.5099099874496464 decision_type=10 8 8 10 8 10 10 10 10 2 10 2 10 10 10 8 10 2 10 10 10 10 10 10 10 10 10 10 10 10 left_child=-1 2 3 29 5 8 7 -7 -5 -10 12 -12 13 27 15 16 -8 -13 20 -20 -18 23 -23 -16 25 -24 -22 -4 -29 -2 right_child=1 -3 10 4 -6 6 14 -9 9 -11 11 17 -14 -15 21 -17 18 -19 19 -21 26 22 24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00033505906799259199 -0.0029398627273269687 0.003368786122305404 -0.010995139349133091 0.0031412461461379445 0.15318414150398307 0.073633504875600206 0.067046799011749827 -0.091878782463917619 0.04035444575047914 -0.086423580507509062 -0.1242424817689065 0.10253586070552141 0.014938028616881392 -0.0066161568571060985 -0.061333278422617432 -0.126221310411716 -0.076636882754681057 0.0071384977979978897 -0.044935267551275665 0.038904316765159402 0.059648870427513559 0.049917784002393828 -0.042040669919682472 0.09404458020316564 0.088098070886236973 0.049447009206777068 -0.033124629365218282 -0.049526899318484315 -0.13658127892432687 -0.090801466353958693 leaf_weight=8138.4027055297674 13.165785641438562 616.26526393840231 34.73038593865931 51.111716124229133 4.0327493846416465 35.049958012998104 11.984233533032237 3.957560382783412 4.6621248805895474 23.277980799321085 4.7469453550875178 7.1916072666645041 36.432060014572926 58.326638634665869 14.386357558774764 7.3566294051706782 21.420013058930635 57.185628532315604 12.408372726291416 28.431675477535464 8.4390628561377543 59.055829231743701 26.394377276941668 3.2388915084302417 6.2196457089230526 9.2268899255432171 22.240564569830894 96.805768344027456 7.6292354138568035 14.07464882507338 leaf_count=75979 89 6104 172 329 17 222 74 21 36 155 22 31 280 333 88 35 128 283 75 158 52 327 151 27 39 53 109 583 50 153 internal_value=0 -0.00212368 -0.00707816 0.00175863 0.00562554 0.0039198 0.0112321 0.0568412 -0.0210378 -0.0652692 -0.0181628 0.00804125 -0.025906 -0.0334407 0.00352382 -0.0129266 -0.00498311 0.0177954 -0.0142711 0.0134315 -0.0359867 0.019108 0.0281722 -0.0327804 -0.00252041 -0.0183428 -0.00760537 -0.0446833 -0.0558864 -0.0483364 internal_weight=0 1299.45 683.183 380.135 352.895 348.862 269.81 39.0075 79.0518 27.9401 303.048 69.1242 233.924 197.492 230.803 112.281 104.924 64.3772 92.9397 40.84 52.0996 118.522 100.897 17.6252 41.8409 35.6213 30.6796 139.165 104.435 27.2404 internal_count=86175 10196 4092 2338 2096 2079 1559 243 520 191 1754 336 1418 1138 1316 631 596 314 522 233 289 685 570 115 243 204 161 805 633 242 is_linear=0 shrinkage=0.1 Tree=396 num_leaves=31 num_cat=0 split_feature=2 8 8 8 8 3 1 9 1 1 8 1 8 5 4 7 6 6 0 3 8 9 5 9 9 9 4 9 8 9 split_gain=0.67202 2.91138 6.3235 8.93835 8.33855 8.31421 7.42401 5.79017 10.2371 8.12694 5.78899 6.99483 6.56679 9.4206 9.24237 9.81035 8.67325 6.51397 6.44484 9.22592 13.2563 14.9175 13.1371 11.9186 12.4798 11.397 9.33188 7.85291 7.70282 7.54757 threshold=482.65499877929693 84.859308435000017 78.137514370000019 81.360097850000017 81.947250455000017 0.6850000023841859 135.81590270996097 1.219445586204529 78.060043334960952 71.164203643798842 74.751024620000024 35.254999160766609 74.493741635000021 2.5900232791900639 0.10998599976301195 102.89816665649415 57.884914398193366 56.100383758544929 0.060004999861121185 46.968950271606452 75.559999525000009 1.1744956374168398 2.4002467393875127 1.1963809728622439 1.2476399540901186 1.2728846073150637 0.079994998872280135 1.4366575479507449 75.139998530000014 1.2012907266616824 decision_type=8 10 10 10 10 10 10 2 10 10 10 10 10 8 10 8 8 10 8 8 10 2 10 2 2 2 10 2 10 2 left_child=1 2 10 5 -5 -4 7 -7 9 -9 12 -12 17 14 -14 -16 -15 -1 -13 20 21 22 -20 -23 28 -22 29 -27 -25 -21 right_child=-2 -3 3 4 -6 6 -8 8 -10 -11 11 18 13 16 15 -17 -18 -19 19 26 25 23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=0.0049028974360624498 -0.00068652593780985235 -0.0088638455272859462 -0.070630132110877042 -0.046521555212100635 0.0089720806563667287 0.057649368897134894 0.16515874317705795 0.0072038517904255894 -0.075052373990935839 0.17341224339869726 0.13083873093644177 0.035046759003549914 0.13377933993972457 0.11398827522300335 -0.019462967343783204 0.12017997415228131 -0.047066837446087459 -0.0055421170459006497 -0.10482361546410915 -0.10674706780033671 0.089483549189999498 0.10877013255268589 0.021069021010717625 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-0.012974 0.00143156 0.0348881 0.0667183 0.0278596 -0.0167293 0.00065639 -0.0145255 -0.0187173 -0.000106441 -0.0185923 -0.0668241 0.0118076 -0.0078891 0.0518917 -0.0360523 -0.0319294 -0.0724403 -0.0646564 internal_weight=0 3732.13 3457.16 611.596 517.533 94.0631 87.6639 82.6149 24.926 14.411 2845.56 313.497 2532.06 57.338 35.4671 22.4553 21.871 2474.72 310.151 285.97 137.909 101.74 39.3338 62.406 51.8695 36.1697 148.06 11.1988 18.9868 64.4258 internal_count=86175 33589 28467 3532 2937 595 559 537 190 125 24935 3109 21826 341 178 119 163 21485 3065 2893 1858 1447 808 639 518 411 1035 202 132 537 is_linear=0 shrinkage=0.1 Tree=397 num_leaves=31 num_cat=0 split_feature=2 8 8 8 3 2 4 1 0 5 5 7 8 3 3 8 3 8 8 8 9 3 1 9 0 9 3 7 3 4 split_gain=0.711063 2.89288 3.96027 3.83502 3.81418 3.09705 2.83543 2.57052 2.4784 4.44124 3.56516 3.28369 5.84658 2.64519 4.06119 4.75413 7.12135 8.34226 5.58204 6.09134 3.81912 4.43662 3.59802 3.57263 3.31397 2.98765 4.57136 2.47773 2.28359 2.25915 threshold=55.204999923706062 70.190128230000013 72.669456165000014 69.961542290000025 79.180000305175795 39.329999923706062 0.22002299875020984 82.942451477050795 0.32999996840953832 2.4100500345230107 2.3904000520706181 105.86622238159181 73.638540480000017 4.1601498126983651 41.207149505615241 83.758449285000026 6.3065781593322763 76.526457160000021 82.704916510000018 76.169631000000024 1.27454149723053 0.38024999201297766 76.300849914550795 1.1043708920478823 0.16000659018754962 1.3295322060585024 20.062123298645023 96.506027221679702 4.1601498126983651 0.071497000753879561 decision_type=8 10 10 8 8 10 10 10 10 10 8 8 8 10 10 10 10 10 10 10 2 10 10 2 8 2 10 10 10 8 left_child=1 3 -3 6 8 7 29 -5 13 10 -10 12 -11 20 15 16 17 -15 19 -18 21 -4 -16 -23 -17 26 -20 -24 -8 -1 right_child=-2 2 4 5 -6 -7 28 -9 9 11 -12 -13 -14 14 22 24 18 -19 25 -21 -22 23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.06044851087014378 -0.00016891192834677719 0.060391029206082442 -0.045131491246444055 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2.6390801528468719 3.1849475149065283 5.1687252718838845 17.171933196485043 17.642437703441832 2.9987414255738258 4.2165004424750805 3.2127522515365854 3.9083085972379195 145.03051165893339 leaf_count=98 81844 113 42 34 92 53 632 125 172 13 38 176 92 40 26 62 168 19 24 58 27 18 42 166 174 15 28 27 58 1699 internal_value=0 0.00460024 0.0139364 -0.00497067 0.00873455 -0.149897 -0.00331541 -0.0160035 0.0115863 0.0317676 -0.00760499 0.0581987 0.0157817 0.00299183 -0.00707707 -0.0173599 -0.0370535 -0.143127 -0.0205562 0.00520051 0.0292068 0.0412063 0.0474712 0.0616218 0.0222666 -0.0820939 -0.116245 0.0815258 -0.0655004 -0.000430634 internal_weight=0 323.749 163.884 159.865 147.381 1.80526 158.06 0.882771 142.89 42.6771 17.1419 25.5352 10.6435 100.213 72.4037 60.9198 40.6951 5.47733 35.2177 24.8265 27.8096 25.1705 11.4839 20.3569 20.2247 10.3912 7.39245 8.38148 7.00734 151.052 internal_count=86175 4331 1632 2699 1519 212 2487 159 1427 491 210 281 105 936 683 588 352 59 293 226 253 226 95 184 236 67 52 69 690 1797 is_linear=0 shrinkage=0.1 Tree=398 num_leaves=31 num_cat=0 split_feature=0 0 2 1 1 1 7 0 1 5 4 8 9 1 8 9 8 9 9 5 2 8 7 5 2 3 6 3 5 5 split_gain=0.679864 3.68992 4.81206 3.66481 3.68111 4.3614 4.20911 3.54693 5.23967 5.05283 3.88293 4.19868 3.73827 10.2597 8.46113 4.49793 5.09504 4.24966 5.38366 4.08445 3.65506 3.51522 3.39086 3.3547 3.28897 3.18703 3.1486 3.60654 3.14147 4.65386 threshold=0.25002999603748327 0.25958661735057836 646.41448974609386 82.004386901855483 92.16300201416017 110.6290969848633 93.060775756835952 0.23703330010175708 173.65999603271487 2.7444100379943852 0.14539666473865512 40.321323380000003 1.214552164077759 125.20989990234376 73.722831840000012 1.3758142590522768 62.490172530000002 1.5715809464454653 1.6483626961708071 2.4702500104904179 1548.749450683594 66.212967135000014 90.726867675781264 2.599985003471375 5104.4030761718759 175729.69531250003 56.91405105590821 294.13150024414068 2.5491399765014653 2.4904099702835087 decision_type=8 8 10 10 10 10 8 10 10 10 8 8 2 10 10 2 10 2 2 8 10 10 10 10 10 8 8 10 10 8 left_child=7 2 -2 -4 -5 6 22 -1 9 10 11 -9 -13 15 -15 16 -14 19 -19 -17 23 26 -6 -21 -18 -3 27 -7 29 -12 right_child=1 25 3 4 5 21 -8 8 -10 -11 28 12 13 14 -16 17 24 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00028348475469811111 -0.050017859263663644 -0.00043339208757842227 -0.090954653834761548 0.091885490628053679 -0.082650781586764033 0.038542363901218277 -0.12189615591837839 -0.038362350919925695 -0.081641397129570054 -0.059975404900287022 0.030136472924340425 0.030869203369331511 0.11693616435172377 0.25109660777561466 0.021944590013912621 -0.1224344422895656 -0.09015305189638019 -0.096755726807083456 0.030470913649982834 0.16227194525210761 -0.0093227615680816136 0.12871662396928782 0.090334007035734909 -0.020085881057895487 0.050928251237198463 -0.11869846909091462 0.11672454556802273 -0.082639720026790042 0.028017033892786748 0.15816234642494845 leaf_weight=4270.0079831348494 34.676891295348469 4883.226400682076 3.6723071597516528 5.1395238544791964 2.0516170674673058 5.4519503981282433 4.6851581662340331 14.083542849868534 5.5721820639446369 8.2239883034562791 5.6565236166061377 91.252375943469815 1.5124624222517038 2.6287824449973405 4.1630943121854216 1.150872663594783 15.03336281157681 6.3667270222285861 6.9639999568462372 4.7214364085812122 3.1772789334718254 3.0040326523303511 2.5312570522073656 1.2829131750331724 1.8564788237563323 2.279687347028811 2.1783019929753218 4.4690874650768819 19.146606380061712 5.7010141070932159 leaf_count=39172 302 43932 28 35 22 61 35 122 44 160 32 649 13 25 47 13 272 85 49 35 78 28 19 99 43 511 20 92 118 34 internal_value=0 -0.000810247 -0.0239685 0.00325343 0.0149766 -0.00124222 -0.0552449 0.000890926 0.0139582 0.0167195 0.0201344 0.0136854 0.0189171 -0.00340616 0.110637 -0.0218196 -0.0588999 0.00701692 -0.0302923 0.0551523 0.0774119 0.031896 0.0128938 0.123309 -0.0746458 -0.000488577 0.00785731 -0.016046 0.0527333 0.0944002 internal_weight=0 4953.37 67.8601 33.1832 29.5109 24.3714 9.26803 4468.5 198.494 192.921 184.697 154.193 140.11 48.8574 6.79188 42.0655 18.4023 23.6632 13.3307 10.3325 9.18163 15.1034 4.58287 6.00435 16.8898 4885.51 12.0993 9.92104 30.5041 11.3575 internal_count=86175 45085 642 340 312 277 76 41090 1918 1874 1714 1530 1408 759 72 687 328 359 134 225 212 201 41 134 315 44443 173 153 184 66 is_linear=0 shrinkage=0.1 Tree=399 num_leaves=31 num_cat=0 split_feature=5 4 0 6 1 1 4 4 4 1 6 8 4 8 9 9 3 2 0 6 4 6 6 6 7 2 9 7 7 2 split_gain=0.662686 2.38251 3.18692 3.82856 3.71749 5.35176 2.79596 2.65702 2.61588 2.34774 2.32074 6.57522 6.02869 5.55202 5.10737 4.90115 5.00394 5.98 3.34903 2.37454 2.38684 2.08083 3.4614 2.80528 2.77147 2.18491 2.00385 3.07026 1.99098 1.94049 threshold=2.7639167308807377 0.043460499495267875 0.29305000603199011 55.569528579711921 44.649999618530281 73.662002563476577 0.04311600141227246 0.19435833394527438 0.15999799966812137 62.174999237060554 53.246049880981452 56.065080170000009 0.058136999607086189 54.454116875000004 1.1777723431587221 1.2797898054122927 122.10000228881837 5104.4030761718759 0.1466433256864548 53.828397750854499 0.12500350177288058 50.808137893676765 50.17073059082032 52.576929092407234 88.122100830078139 370.52030944824224 1.2924330830574038 90.00799942016603 86.997737884521499 1881.8937988281252 decision_type=10 10 10 10 8 10 8 8 8 10 8 10 8 8 2 2 10 10 10 10 10 8 10 10 8 10 2 10 8 10 left_child=-1 6 3 7 -5 -6 21 8 10 -4 11 -3 -12 -14 28 16 -16 -18 26 -15 -21 22 25 -23 -24 -2 -17 -28 -13 -11 right_child=1 2 9 4 5 -7 -8 -9 -10 29 12 14 13 19 15 18 17 -19 -20 20 -22 23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-8.5394008114368026e-05 0.12906921641072167 -0.1168055054575281 -0.036332552410333507 -0.13968024951855235 0.085447204739164395 -0.09352786903427518 -0.33744671509187762 0.093915182407124417 -0.089507457218817532 0.10881075493735806 0.19634203922502608 -0.12041377856776739 0.14574438810720589 0.05465893326924455 -0.10721448910368868 0.14776183406042021 0.12288300916183495 -0.10955392206814568 -0.04961779482188157 -0.13073585845635818 -0.00038110541938884599 -0.089531684077041762 0.13144927313498053 0.080308702556735431 -0.074872057705051079 -0.10711192103649514 -0.11010981840730841 0.13680210702149306 0.11151201089468686 0.032596333562975748 leaf_weight=9331.9093167993888 0.47327144041628111 4.171834673732536 2.3602827839131342 3.2344539943151149 3.1609770051436508 3.5438965622888645 0.28927297377231198 4.0602175928652207 2.5217192161362538 6.8875402598423516 2.3171261720926832 0.39503963786410423 2.6459409669041607 2.8442148178583011 6.3906975118443388 3.2070758994668713 2.7555153667926788 1.8499600612558422 2.1513888393092202 2.4888331564434338 3.2245237864553928 5.7853680110383729 2.7516244738799291 1.1690227188082642 0.85285615927205061 2.2722872355006984 0.95105509051791193 1.0704172931800711 5.8730561969423434 6.4872092733276077 leaf_count=83215 22 32 668 25 31 34 8 23 21 88 28 17 14 22 95 22 16 41 61 34 21 761 87 142 90 189 22 24 266 56 internal_value=0 0.00862414 0.0156409 0.00495358 -0.0516278 -0.00915102 -0.029879 0.0164498 0.0094383 0.0556175 0.0153319 -0.000705642 0.049512 0.0191444 0.018948 -0.00763974 -0.0499483 0.0295161 0.0554003 -0.0199995 -0.0571658 -0.0231916 0.0181951 -0.0609818 0.0826316 -0.0663997 0.0986121 0.0206359 0.0968952 0.0718442 internal_weight=0 88.1867 74.593 58.8579 9.93933 6.70487 13.5937 48.9186 44.8584 15.735 42.3367 28.816 13.5206 11.2035 24.6442 18.3761 10.9962 4.60548 7.37994 8.55757 5.71336 13.3044 6.35004 6.95439 3.60448 2.74556 5.22855 2.02147 6.2681 13.3747 internal_count=86175 2960 1661 849 90 65 1299 759 736 812 715 596 119 91 564 281 152 57 129 77 55 1291 388 903 177 211 68 46 283 144 is_linear=0 shrinkage=0.1 Tree=400 num_leaves=31 num_cat=0 split_feature=8 4 5 0 4 9 8 7 1 2 7 3 0 3 2 5 6 2 3 1 0 7 2 7 4 6 9 3 8 4 split_gain=0.657462 2.41149 2.80151 2.22032 2.07573 2.70988 1.89024 4.16221 4.49797 6.69985 3.22661 3.00992 1.99861 2.66221 1.77882 2.89743 3.05913 2.28922 1.55584 2.06859 6.04547 4.01037 4.74435 3.85111 6.83907 4.95672 3.81526 2.47893 2.4721 4.74069 threshold=11.539578135000001 0.046223001554608352 2.746313333511353 0.044505000114440925 0.20619666576385501 1.054794490337372 13.758170855000001 96.21506500244142 104.71112442016603 3420.414916992188 90.00799942016603 226.27590179443362 0.4379699975252152 137.19499969482425 123.49499893188478 2.5826166868209843 55.852941513061531 176.28599548339847 66.740806579589858 104.39070129394533 0.35390499234199529 92.67895889282228 930.83856201171886 92.950023651123061 0.078765001147985472 50.885869979858406 1.063004791736603 501.28579711914068 8.0257143200000005 0.1020033322274685 decision_type=8 10 10 10 8 2 8 8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 2 10 10 10 left_child=1 2 -1 -3 14 -6 7 8 11 10 -10 12 13 -2 15 -5 -17 -16 -19 26 23 -22 -23 24 25 27 -20 -21 -25 -30 right_child=6 3 -4 4 5 -7 -8 -9 9 -11 -12 -13 -14 -15 17 16 -18 18 19 20 21 22 -24 28 -26 -27 -28 -29 29 -31 leaf_value=-0.11971842632780241 0.028299071891371853 -0.091935869136086812 0.027164201395009253 -0.17268353551165336 -0.1365133155130524 0.13033702872863415 -1.6382112028957867e-05 -0.11172177108317385 -0.00508407500133663 -0.10809533371234828 0.10899395145666191 0.020190298173728725 -0.1378756406072745 -0.07571366515120867 0.085284809247622537 -0.13711787578713711 0.15187413120039781 0.062817908530057462 0.018402141033848719 -0.13632917418320842 -0.12659477215512152 0.087953904502108826 -0.096153376164245061 -0.023499455083065841 0.098651470727565554 0.054629474233956712 0.13207203157669642 -0.0080671451503500132 -0.0058881287105858266 0.12484521254963413 leaf_weight=3.1502210821126928 3.4720690771919189 2.1387197747826567 2.2091342806816101 1.3419595509767526 1.875822787638753 0.47740444540977467 9233.2931749014042 4.5721383895725003 3.8053386732935888 2.6466701645404092 7.1155084706842899 6.0403875410556784 2.9084302373230466 8.448427200317381 4.3603466823697081 0.63510474660142768 0.86540502899151761 5.6715873554348937 40.807691588997841 3.0638873800635356 5.7523904331028444 2.6925317049026489 2.9151041563600302 29.1504922285676 11.515286184847353 6.0957623310387135 3.1831228733062735 2.9650943018496037 11.148650974035261 3.6924254149198523 leaf_count=94 23 31 12 8 809 3 83879 65 22 59 55 38 20 46 38 28 26 35 294 25 46 22 29 225 77 40 16 25 65 20 internal_value=0 0.00666066 -0.0591732 0.00917459 0.0107392 -0.0823768 -0.000109186 -0.0220757 -0.0101735 0.0346495 0.0692438 -0.0393137 -0.0635519 -0.045418 0.0123521 -0.0659236 0.0295556 0.0140248 0.0116097 0.00924812 -0.000430344 -0.0679313 -0.00775343 0.0109077 0.0434598 -0.00895762 0.0266272 -0.073249 -0.00658498 0.026638 internal_weight=0 145.708 5.35936 140.349 138.21 2.35323 9272.3 39.009 34.4368 13.5675 10.9208 20.8693 14.8289 11.9205 135.857 2.84247 1.50051 133.014 128.654 122.982 78.9916 11.36 5.60764 67.6316 23.64 12.1247 43.9908 6.02898 43.9916 14.8411 internal_count=86175 1968 106 1862 1831 812 84207 328 263 136 77 127 89 69 1019 62 54 957 919 884 574 97 51 477 167 90 310 50 310 85 is_linear=0 shrinkage=0.1 Tree=401 num_leaves=31 num_cat=0 split_feature=1 4 4 9 9 7 6 1 3 9 7 5 6 3 0 0 9 2 7 6 7 7 7 9 9 2 8 3 7 7 split_gain=0.639179 3.39296 5.98598 3.56742 6.65856 5.69968 3.49263 3.38174 6.57015 5.77067 5.32989 8.80621 6.5959 5.46189 5.27978 5.27592 5.97231 7.38964 5.02139 6.46269 5.69728 5.13744 5.08631 4.92095 10.7182 5.17172 8.33159 6.14398 5.77417 11.2683 threshold=122.09254837036134 0.14999667555093768 0.14700999855995181 1.1408789753913882 1.0415483117103579 99.504287719726577 57.96794509887696 131.91500091552737 131.70989990234378 1.0531262755393984 99.309829711914077 2.6131182909011845 57.435873031616218 68.530090332031264 0.11000006645917894 0.1466433256864548 1.4711266160011294 257.26513671875006 89.527534484863295 52.255464553833015 89.276966094970717 97.888069152832045 96.640411376953139 1.2610664963722231 1.2509382963180544 1365.7219848632815 58.911450515000006 248.45815277099612 89.830139160156264 92.615818023681655 decision_type=8 10 10 2 2 10 8 10 10 2 10 8 10 8 8 8 2 10 8 8 8 8 8 2 2 10 10 10 8 10 left_child=-1 2 7 4 5 -3 -6 8 9 -2 11 12 -11 -13 23 16 17 -16 20 21 -17 22 -20 24 25 27 -27 -10 -28 -30 right_child=1 3 -4 -5 6 -7 -8 -9 14 10 -12 13 -14 -15 15 18 -18 -19 19 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31 leaf_value=0.00042426449498106117 0.030461621481854762 0.13291428609922903 -0.13962030823196497 0.069485595889486149 -0.095443952449537336 -0.024851750342631734 0.01032891993613624 0.00069875167658406195 0.017982422444362954 -0.003655261918316389 -0.063071366496403089 -0.01853990181052282 0.084960644687026285 -0.063724739288217577 0.22054955663206957 -0.023730445474330949 0.11124598723911934 0.0024293709517571671 0.046310896860674383 -0.00035385738397631007 -0.18191669491718454 0.15220496910832954 -0.13654300888342949 -0.041598970488418617 0.11855905288805296 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0.00943884 0.0463972 0.0183638 0.0029441 0.0085353 -0.0450958 0.0519514 0.0339449 -0.0164315 -0.000541828 -0.0124724 0.00955757 -0.0467125 0.0473303 0.0633758 internal_weight=0 2007.77 1972.32 35.4475 21.9309 9.43767 12.4932 1969.16 561.228 218.376 199.271 165.18 47.2556 117.924 342.852 219.798 32.8523 22.9369 186.946 167.456 19.4897 28.4589 24.1257 123.054 75.4304 68.5623 41.7199 26.8424 24.3343 21.9524 internal_count=86175 19910 19665 245 152 69 83 19642 6069 2425 2241 1888 388 1500 3644 2451 399 252 2052 1698 354 369 323 1193 581 547 372 175 228 193 is_linear=0 shrinkage=0.1 Tree=402 num_leaves=31 num_cat=0 split_feature=9 9 9 1 0 8 1 4 8 8 1 9 5 4 1 9 4 4 8 7 7 0 5 2 7 9 5 0 2 1 split_gain=0.658584 6.6862 13.4679 11.0467 13.8729 11.4497 11.5708 11.0025 10.8307 18.2864 10.3708 10.1052 13.5816 12.1245 14.3176 11.9432 14.6508 9.44042 12.6243 9.54934 9.40577 9.18029 7.71999 6.66284 6.55858 6.5104 13.7757 6.40039 11.0603 15.347 threshold=1.1761901974678042 1.1912651062011721 1.1895753145217898 87.930801391601577 0.12999981641769412 65.094124090000022 168.92400360107425 0.058938499540090568 83.351226575000013 83.507371530000015 176.22499847412112 1.1861543059349062 2.6911567449569707 0.10000333562493326 96.87884902954103 1.1844688057899477 0.11100799962878229 0.10101667046546937 59.392466590000005 94.999534606933608 92.333343505859389 0.066814914345741286 2.6521567106246953 657.68499755859386 95.183742523193374 1.1878084540367129 2.7483500242233281 -0.019999990239739415 242.98909759521487 87.080352783203139 decision_type=2 2 2 10 10 10 10 10 10 10 10 2 10 8 10 2 8 10 8 10 10 8 10 8 10 2 8 10 8 8 left_child=27 2 3 4 25 6 22 -8 11 -10 -9 15 13 -13 -15 16 20 18 -4 -19 -7 -17 -5 -11 -6 -2 -27 28 -1 -30 right_child=1 -3 17 5 24 8 7 10 9 23 -12 12 -14 14 -16 21 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0069591005485554851 0.070020343663341464 -0.00026329245566819175 0.24386937878878112 -0.11725571139101837 0.066599826349025754 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5.5429645332042137 40.331685764016584 3.1522170305252049 7.4844881910830745 3271.4528379019794 557.80094976474356 450.50530714231445 leaf_count=3394 497 47121 23 363 166 48 40 22 31 102 22 83 92 19 63 39 193 35 251 30 186 95 168 41 356 17 69 25102 4079 3428 internal_value=0 0.00083272 0.0138194 0.00690152 0.0304552 -0.0075935 -0.0526238 0.0809777 0.005101 -0.0681032 0.179385 0.01457 -0.0313341 -0.0666809 -0.0149898 0.0304813 0.0116678 0.067071 0.0969724 -0.00804078 -0.0264566 0.0922702 -0.0722858 0.00967749 -0.0106184 0.0578565 -0.0145325 -0.00084035 -0.00639014 -0.012135 internal_weight=0 4697.5 365.593 323.559 123.263 200.296 44.048 5.65085 156.248 17.896 3.77385 138.352 35.6119 26.8243 16.8585 102.741 78.7597 42.0332 30.0647 11.9685 44.2133 23.9808 38.3971 11.2407 49.3255 73.9374 10.6367 4713.68 1442.23 1008.31 internal_count=86175 50172 3051 2712 1105 1607 615 84 992 174 44 818 257 165 82 561 427 339 274 65 234 134 531 143 522 583 86 36003 10901 7507 is_linear=0 shrinkage=0.1 Tree=403 num_leaves=31 num_cat=0 split_feature=6 9 9 9 1 8 4 9 8 5 4 8 7 5 6 3 7 4 7 9 7 1 6 1 0 2 2 1 1 5 split_gain=0.672772 4.17235 11.0121 9.38313 13.7639 12.1845 12.0935 9.56496 9.23983 15.3657 7.66365 9.31104 10.3024 9.93224 9.78453 8.34696 7.36348 7.31335 10.4821 6.38123 6.22106 14.292 7.04818 6.04123 5.90546 7.40981 5.84834 4.81971 5.85614 7.14794 threshold=53.337013244628913 1.2905700802803042 1.3009637594223025 1.2593680024147036 87.080352783203139 59.244131955000007 0.060400500893592841 1.2694969773292544 70.87353305500001 2.5699650049209599 0.034583000466227538 65.80944297500001 93.262512207031264 2.6521567106246953 52.878839492797859 4107.3850097656259 98.050918579101577 0.078011002391576781 89.589599609375014 1.2627818584442141 88.284236907958999 105.36164855957033 50.680240631103523 74.817810058593764 0.27005000412464147 4285.2539062500009 101.57119750976564 91.284999847412124 89.037445068359389 2.6658649444580083 decision_type=8 2 2 2 10 10 8 2 10 10 10 10 8 10 8 10 8 10 8 2 10 10 10 10 10 10 8 10 10 10 left_child=1 3 -3 27 17 6 19 8 24 -10 15 13 20 -12 -14 -9 23 -5 -19 -6 21 -13 -23 -4 -7 -26 -18 28 -1 -30 right_child=-2 2 16 4 5 7 -8 10 9 -11 11 12 14 -15 -16 -17 26 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.0031095768373009514 0.00046933419865847364 0.04439291990632184 0.072593426380015355 -0.1001129982506174 0.0084452834167239241 -0.048931852448354608 -0.045069642829410256 -0.075083291742334968 -0.14626681904082769 0.054303933061424885 0.083697737106994977 -0.063172007825753496 -0.11401236723468232 -0.096068275955589477 0.076303476124258141 0.1150516681429587 0.096551564103637091 0.13082837749538409 -0.066167968193623181 0.17296683444091229 0.075464625466360638 -0.032451070282669386 0.11154048767731191 0.0010584437548721202 -0.070105867694312929 -0.24462409876087735 -0.093347620144702562 -0.0047839497993739724 0.082029831144487614 0.010197523691462507 leaf_weight=406.538320048282 7160.7458856859384 66.697690749075264 12.164731004231724 30.735196387395263 3.2670893594622603 7.0883648078888681 6.2468992825597551 22.202508596528791 5.804056242574009 11.171439332887529 3.9312172997742918 14.306860119104387 9.0812110276892746 14.086757642216979 3.8452666993252942 2.5768713271827428 1.8586965948343248 3.7284896858036491 9.8017865205183625 8.4682141095399839 27.925810799701139 4.675936326384547 12.452023483812807 399.90934676603138 4.3144504074007255 5.5787449674680829 12.72216354502234 1071.4770930220038 21.951889594551176 37.547754861938301 leaf_count=5215 60169 612 110 370 30 72 58 333 40 95 30 69 52 287 21 37 68 26 72 49 178 30 57 8015 61 29 901 8595 159 335 internal_value=0 -0.00151563 0.00660611 -0.00380684 -0.0235663 -0.0104269 0.0673314 -0.0198086 -0.0664456 -0.0142728 -0.00604774 0.00746983 0.023501 -0.0568464 -0.0573987 -0.0553107 0.000699013 -0.0731442 -0.0118824 0.127164 0.0411179 0.0106052 0.0722308 0.00317021 -0.1186 -0.168516 -0.0691402 -0.00109145 0.00739804 0.0366994 internal_weight=0 2242.16 493.353 1748.8 211.289 167.024 17.9822 149.042 33.9571 16.9755 115.084 90.3051 72.2871 18.018 12.9265 24.7794 426.655 44.2655 13.5303 11.7353 59.3606 31.4348 17.128 412.074 16.9816 9.8932 14.5809 1537.52 466.038 59.4996 internal_count=86175 26006 9706 16300 1996 1528 137 1391 297 135 1094 724 407 317 73 370 9094 468 98 79 334 156 87 8125 162 90 969 14304 5709 494 is_linear=0 shrinkage=0.1 Tree=404 num_leaves=31 num_cat=0 split_feature=4 7 8 1 9 9 1 1 9 3 5 6 9 8 9 8 1 6 6 2 5 2 2 6 1 9 9 8 1 0 split_gain=0.66856 3.12235 6.15569 6.22599 6.4536 7.62883 7.56704 6.46251 5.84107 5.69382 7.04761 5.56344 5.24798 4.78554 13.6928 11.2304 8.62351 8.02877 5.50922 4.45312 6.23487 5.52778 6.3753 6.59078 10.7747 5.46325 6.57571 5.25744 5.00778 11.6163 threshold=0.12600333243608478 100.03244400024415 68.163682825000009 74.43500137329103 1.5335874557495119 1.219445586204529 98.759304046630874 85.366905212402358 1.206338703632355 26.082884788513187 2.4801000356674199 58.876743316650398 1.219445586204529 67.847581670000025 1.1560110449790957 67.714191485000015 116.01065063476564 58.384933471679695 55.945426940917976 62.879999160766609 2.5099099874496464 423.93499755859381 4931.3598632812509 55.945426940917976 95.72259902954103 1.0316978693008425 1.018160939216614 66.889917430000011 103.16975021362306 0.5408499836921693 decision_type=10 8 8 10 2 2 10 10 2 10 10 10 2 10 2 10 10 10 10 10 10 10 10 10 10 2 2 10 10 10 left_child=-1 2 13 12 5 6 7 -5 -9 10 -8 -11 -4 15 16 19 18 -17 -15 20 -2 28 25 24 -24 26 -23 -27 -21 -30 right_child=1 -3 3 4 -6 -7 9 8 -10 11 -12 -13 -14 14 -16 17 -18 -19 -20 21 -22 22 23 -25 -26 27 -28 -29 29 -31 leaf_value=0.00033075121859067269 0.013035001737060493 0.0029714318895701277 0.047588043294687188 6.71715995057793e-05 0.046725368240731556 -0.080493651153770218 0.04115366316805559 -0.12653886010942803 -0.016074069253471605 0.037370533629677218 -0.12747325364527437 -0.077201849685077456 -0.013480289522445559 0.15225991405984812 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444 51 31 82 39 29 20 484 125 29 211 58 61 1048 126 98 162 27 internal_value=0 -0.00211998 -0.0068728 -0.0213378 -0.0354355 -0.0417898 -0.0246111 -0.0604144 -0.091961 0.00198461 -0.062712 0.0212859 0.000291323 -0.000495868 0.0365595 -0.00328425 0.0713264 -0.0714848 0.115189 0.000538605 -0.0441595 0.00298115 -0.00428766 0.0248165 0.00921466 -0.0120453 -0.0628541 -0.0072223 0.0226446 -0.0120163 internal_weight=0 1290.3 667.341 204.184 123.614 114.74 79.4678 33.8708 22.2601 45.597 10.4774 35.1196 80.5705 463.156 32.413 430.743 25.202 22.863 16.1319 407.88 21.1339 386.746 282.367 59.4248 48.7298 222.942 19.3281 203.614 104.38 29.7878 internal_count=86175 10196 4037 1284 701 628 388 164 103 224 54 170 583 2753 141 2612 110 111 71 2501 197 2304 1631 330 272 1301 155 1146 673 189 is_linear=0 shrinkage=0.1 Tree=405 num_leaves=31 num_cat=0 split_feature=9 2 3 2 4 5 6 9 9 0 8 3 3 9 2 6 5 6 6 7 7 9 9 9 8 5 0 0 6 2 split_gain=0.636356 1.12732 1.00486 0.696741 2.48086 4.15647 2.97189 2.54137 3.82555 3.22979 3.99965 3.86966 4.40602 6.353 3.00116 2.6555 4.30067 4.11114 4.43673 3.03086 4.90756 4.57755 5.5747 4.8568 4.74579 3.7187 2.42295 2.41491 2.36389 2.52779 threshold=1.0016464591026308 69.795700073242202 4.6003799438476571 55.204999923706062 0.071003500372171416 2.4801000356674199 58.474561691284187 1.0198619961738589 1.0267012119293215 0.38967499136924749 47.108760685000007 0.6850000023841859 5.4737000465393075 1.0066126585006716 51.48481750488282 58.975288391113288 2.5800232887268071 57.096208572387702 56.852272033691413 99.809799194335952 96.70874404907228 1.0382359027862551 1.0432021617889407 1.0646093487739565 69.08872266500002 2.5640065670013432 0.3790500015020371 0.12800674885511401 68.044853210449233 43.501779556274421 decision_type=2 10 10 8 8 10 10 2 2 10 10 10 10 2 8 8 10 10 8 8 10 2 2 2 10 10 8 10 10 10 left_child=1 -1 -3 4 5 -2 -7 9 14 10 11 -6 -13 -14 -9 17 19 18 27 20 -17 26 -23 -24 25 -25 -21 -10 29 -18 right_child=3 2 -4 -5 7 6 -8 8 15 -11 -12 12 13 -15 -16 16 28 -19 -20 21 -22 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.10805713528876337 -0.17603203112049787 -0.11209744751130934 0.067692960854941045 -0.00015296532801688253 -0.14369494982374062 -0.050131841416466538 0.068496521198809904 0.12300302876759368 -0.059473491671522584 -0.042363859700418373 0.066844099207219912 0.032402952983778315 -0.162778372146653 0.022969416661795989 -0.064941864483357314 0.034799875342783518 -0.066200175430021879 0.058793372998417942 -0.1354580423419221 -0.0073610553625627394 -0.094192594557060499 -0.13231576642792356 0.09518863289938137 -0.05893858235213028 0.0144384237314161 0.065839747746224184 0.11313920512999281 0.025205882176089978 0.094925338780850854 0.0031084942345010538 leaf_weight=1.4818030003007145 1.893323989401323 0.43997808047424758 1.0593440625816581 9071.7524232850828 2.0940324434486746 7.0332932480741857 3.0179975351275061 4.8626434649049761 3.8749427325092318 22.442075655868393 8.3021122915670258 13.706215333193542 3.4395730383694163 3.9627205776050687 1.0295064002275465 5.1255054669454676 15.696904078038648 24.250682023295667 2.1252806259435593 2.2357219522818905 6.9470215337350965 2.7633219957351676 6.5517391781322649 15.724006786804241 117.99714045051951 2.8162026390782549 6.578966727713123 25.732013621280203 1.3123455029271998 7.9158945205999762 leaf_count=271 79 59 10 81723 63 166 57 144 35 501 73 96 25 34 7 37 292 243 21 21 45 17 86 405 1050 25 60 333 92 105 internal_value=0 -0.0462006 0.0149332 8.66341e-06 0.00459887 -0.0401148 -0.0145125 0.00633582 0.0105294 -0.0133731 0.0072783 -0.014035 -0.00117227 -0.0633407 0.0901643 0.00863464 0.00303819 0.0277948 0.00410483 0.00882976 -0.0394276 0.0125965 0.00836723 0.0110841 0.00704833 -0.0399851 0.082576 0.0141231 -0.0357052 -0.0429653 internal_weight=0 2.98113 1.49932 9391.18 319.431 11.9446 10.0513 307.487 253.54 53.9467 31.5047 23.2025 21.1085 7.40229 5.89215 247.648 191.665 55.9829 31.7322 166.74 12.0725 154.667 145.852 143.089 136.537 18.5402 8.81469 29.607 24.9251 23.6128 internal_count=86175 340 69 85835 4112 302 223 3810 3018 792 291 218 155 59 151 2867 2235 632 389 1746 82 1664 1583 1566 1480 430 81 368 489 397 is_linear=0 shrinkage=0.1 Tree=406 num_leaves=31 num_cat=0 split_feature=0 6 8 5 1 2 2 2 5 0 1 9 8 9 3 4 5 7 2 8 1 9 3 1 1 8 4 4 1 2 split_gain=0.658545 1.73343 1.6624 2.16585 1.69617 1.46742 1.62538 0.844013 1.27423 0.845644 0.944375 0.662928 7.77336 7.04914 8.16781 9.90141 6.78778 8.92359 7.0314 5.87942 9.77683 8.7546 6.97601 5.93774 5.47707 7.14301 5.37652 6.92933 5.46439 4.95302 threshold=1.4203000068664553 51.514183044433601 72.513157530000015 2.4400500059127812 118.47315216064455 214.95999908447268 47.444999694824226 115.81000137329103 2.4801000356674199 1.5820000171661379 51.555000305175788 1.0283345580101015 56.489202475000006 1.024965286254883 11.651244640350344 0.10998599976301195 2.4904099702835087 86.067459106445327 358.54563903808599 48.197255490000011 83.832332611083999 1.0215296745300295 8.2114148139953631 87.642147064208999 66.99499893188478 41.376632000000008 0.080005999654531493 0.15999799966812137 111.7962989807129 31.000000000000004 decision_type=10 8 8 10 10 10 10 10 8 8 10 2 10 2 10 10 10 10 10 8 10 2 10 10 8 10 8 8 8 10 left_child=11 -2 7 4 5 6 -4 8 -3 -9 -11 12 13 19 15 29 -16 -18 -19 24 21 -21 23 -22 25 -1 28 -28 -20 -15 right_child=1 2 3 -5 -6 -7 -8 9 -10 10 -12 -13 -14 14 16 -17 17 18 26 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0054558559095562766 0.079599462327446219 -0.10620191929855723 0.048275979763446497 -0.1159329292687217 -0.084051015413667343 0.10861448520204026 -0.070793159427470026 -0.17616812931985998 0.025932172620768926 0.11681305136966176 -0.10890362725988954 -0.0001884697153060926 -0.094029133153553796 0.089678501537524727 0.10735307861519688 0.13127376010839151 -0.165080750775396 0.11807487887184409 0.13505866601347652 0.019029448766402557 0.20453687649670532 -0.1076165354476339 0.023007072157994947 0.069373409402355132 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0.00461329 0.0349291 -0.0181263 0.0576324 0.0288844 0.0441739 0.000638015 0.0264615 -0.0268221 0.0508211 0.0993409 -0.00376481 0.0376417 0.010061 -0.0382035 0.0684364 -0.0507402 internal_weight=0 16.6763 15.0906 9.90766 8.38288 6.91637 4.99494 5.18292 2.91948 2.26344 0.995022 9374.09 593.025 584.925 67.8089 20.3209 47.488 30.0901 27.8916 517.117 75.3241 23.632 51.6921 18.8353 441.792 29.7915 19.0829 10.4461 8.63679 16.6798 internal_count=86175 591 547 189 128 102 80 358 249 109 80 85584 5637 5438 614 223 391 241 230 4824 626 229 397 127 4198 1019 136 73 63 151 is_linear=0 shrinkage=0.1 Tree=407 num_leaves=31 num_cat=0 split_feature=5 9 6 5 9 4 9 5 7 2 2 6 0 9 4 1 7 9 9 9 0 9 1 9 8 5 3 4 8 6 split_gain=0.672495 5.98471 12.6596 6.97969 6.20903 10.008 9.26273 7.34442 11.0376 7.66714 12.6523 6.90225 8.21288 6.03052 5.99037 5.87783 5.65424 7.23357 6.97644 6.58935 5.88928 5.61531 6.69822 4.99867 9.52205 7.99942 5.41682 8.51989 5.42617 7.41688 threshold=2.4600499868392949 1.2425089478492739 58.207023620605476 2.2695000171661381 1.219445586204529 0.069995000958442702 1.2096731066703799 2.3904000520706181 100.38489151000978 724.00579833984386 2543.7900390625005 58.123060226440437 0.57029998302459728 1.2797898054122927 0.13791333138942721 145.22690582275393 100.50041580200197 1.0148731470108034 1.0349020361900332 1.0099684596061709 0.1378550007939339 1.2851773500442507 79.720199584960952 1.2526250481605532 72.792983550000017 2.4305000305175786 257.75955200195318 0.088000997900962843 55.434759575000008 53.154035568237312 decision_type=8 2 10 10 2 10 2 8 8 8 10 10 8 2 8 10 10 2 2 2 10 2 10 2 10 10 8 8 10 10 left_child=1 4 23 -4 6 -6 16 8 9 -7 -11 12 -10 -5 -14 -12 17 19 -19 -1 -18 -15 -23 -3 25 26 27 28 -25 -30 right_child=-2 2 3 13 5 7 -8 -9 11 10 15 -13 14 21 -16 -17 20 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.017046174082435233 0.00015645533467437863 -0.10469760797016608 0.16878310663719912 -0.076025165664748012 -0.067227704680973444 0.25627912017711146 -0.098518472076938146 0.18923135154559512 0.13530123151823095 -0.068560355362018321 0.081724496451120968 -0.11435914128841695 -0.093640933341517893 0.12205014671310775 0.14344033453911076 0.30568120655977205 -0.14341556243636636 0.097479039634592743 0.015252342535754478 -0.13115966393581072 -0.014853703151266266 -0.073727019904659075 0.029593102911069164 -0.044211262032186054 -0.074064025120849017 0.12769028043068756 -0.10780233486508212 -0.044731751639245095 -0.11351724071438266 0.21369573470147274 leaf_weight=6.0039866559618513 9059.9866335362312 13.138763702358117 2.8068081800774953 7.4941887315362683 6.7746607459557699 3.0858363881707236 9.4084978220052999 4.2398263758514068 4.6216156429145459 3.63526975736022 2.6952370703220367 4.3784132084110743 4.7998707457445562 4.891041822731494 1.3699403405189521 2.0734247975051403 3.8977018450386813 11.764086553332161 83.95848010116606 5.9957581319558813 41.516705197194824 7.9067133667413136 30.39832026775548 1.9067652374506012 31.468343529675622 4.5449712255613113 5.1535339634865514 11.172016563494259 0.8424291965420706 3.8981375968696739 leaf_count=269 82313 198 32 45 120 19 194 51 37 42 29 62 66 25 18 19 32 99 701 117 443 119 281 13 425 45 93 183 49 36 internal_value=0 -0.0044675 -0.0215771 0.0152829 0.00626741 0.0428458 -0.00221058 0.0669793 0.0475368 0.121471 0.0719709 -0.00846159 0.0345043 0.00678331 -0.0409996 0.179101 0.00370643 0.0161829 0.0253578 -0.0570059 -0.0258876 0.0211499 0.00826633 -0.0489171 -0.0364924 0.00647312 -0.0175086 0.0086053 0.0982476 0.155548 internal_weight=0 325.841 125.622 53.4971 200.219 37.6741 162.545 30.8994 26.6596 11.4898 8.40393 15.1698 10.7914 50.6903 6.16981 4.76866 153.137 107.722 95.7226 11.9997 45.4144 43.1961 38.305 72.125 58.9862 27.5179 22.9729 17.8193 6.64733 4.74057 internal_count=86175 3862 1544 502 2318 463 1855 343 292 109 90 183 121 470 84 48 1661 1186 800 386 475 425 400 1042 844 419 374 281 98 85 is_linear=0 shrinkage=0.1 Tree=408 num_leaves=31 num_cat=0 split_feature=9 9 6 8 6 1 9 5 0 2 0 3 9 1 5 5 0 9 1 3 7 8 5 4 7 8 8 8 3 8 split_gain=0.662186 3.56514 6.63999 7.44041 27.2048 16.0153 14.4347 7.23934 11.9842 13.7199 9.86356 8.16967 6.97589 6.95864 6.88775 6.30527 6.99532 6.11844 12.8337 16.755 10.8931 8.99328 13.8447 7.02969 18.7435 10.9188 7.2134 17.4512 10.5432 8.9578 threshold=1.3758142590522768 1.2924330830574038 54.469223022460945 82.704916510000018 54.822433471679695 58.913000106811531 1.3720922470092776 2.5201749801635747 0.14911996573209765 466.54255676269537 0.56020000576972973 462.11274719238287 1.2944614887237551 84.153450012207045 2.5001499652862553 2.689985036849976 0.41564999520778662 1.2779839038848879 87.080352783203139 563.16000366210949 86.067459106445327 60.076609070000011 2.6353199481964116 0.059998499229550369 93.262512207031264 66.889917430000011 72.792983550000017 73.244465885000011 774.05999755859386 84.096144080000016 decision_type=2 2 8 10 10 8 2 10 10 8 10 10 2 10 10 10 10 2 10 8 8 10 8 8 8 10 10 10 10 10 left_child=1 17 12 4 5 -4 13 8 14 -10 -9 -11 -3 15 -6 16 -5 -1 19 -19 -20 22 -22 24 25 -23 -25 -28 29 -29 right_child=-2 2 3 6 7 -7 -8 10 9 11 -12 -13 -14 -15 -16 -17 -18 18 20 -21 21 23 -24 26 -26 -27 27 28 -30 -31 leaf_value=-0.00031730671349616796 0.0021557251826998412 -0.089399250250858181 0.14332913313498558 -0.094976464075608974 0.033838654319471952 -0.085351882835637022 0.19495440325491209 -0.020938630308330014 0.020529083537991381 0.28500611708396162 0.10250718165356021 0.067826673861286227 0.012054529907211835 -0.0011282731835447876 -0.11468090533549542 0.14839326925011473 0.031456554568707877 0.00052798286786773403 -0.075223675316849092 -0.11221205511740218 0.24586103730373596 -0.10651636930085558 -0.076590667720030425 0.073080516545035709 -0.16928814658057292 0.04326144775202459 -0.14116768448751912 -0.010061194640897959 0.093709962236110139 0.061149486780851969 leaf_weight=7055.2743845133109 1229.7628124172088 7.021710427128709 3.1984632131643584 19.354536564671442 7.1459429040551203 72.03868807490835 3.6324296789243808 99.935565883439267 9.9437761782901379 4.4797569140791884 6.9208875833719494 2.8239417932927608 194.7867829947063 296.9222278585803 5.5459729377180338 1.445812480902531 5.6546077022212549 99.056646801320312 10.141679124440996 15.205738641991045 1.4784817695617647 5.5555155600886783 13.397245945350733 61.13414278998971 5.6028613951348225 39.285909631173126 5.6454303860664359 41.992735289037228 26.396456729620695 30.491714667528868 leaf_count=56685 17285 108 45 214 63 2429 48 1270 84 30 74 16 2958 1940 62 26 126 655 81 162 8 133 325 331 291 234 29 196 119 148 internal_value=0 -0.000333654 -0.00694793 -0.0127406 -0.0273309 -0.0756303 -0.00328019 -0.000766456 0.0426938 0.0969669 -0.0129433 0.201035 0.00852455 -0.00550692 -0.0310598 -0.0546515 -0.0663898 0.000327581 0.0131302 -0.0144752 0.0262118 0.0306655 -0.0445426 0.0358425 0.00315822 0.0247051 0.045795 0.0298366 0.0395998 0.0198947 internal_weight=0 8151.51 740.851 539.043 212.033 75.2372 327.01 136.796 29.9394 17.2475 106.856 7.3037 201.808 323.377 12.6919 26.455 25.0091 7410.66 355.385 114.262 241.122 230.98 14.8757 216.105 50.4443 44.8414 165.66 104.526 98.8809 72.4844 internal_count=86175 68890 9493 6427 4073 2474 2354 1599 255 130 1344 46 3066 2306 125 366 340 59397 2712 817 1895 1814 333 1481 658 367 823 492 463 344 is_linear=0 shrinkage=0.1 Tree=409 num_leaves=31 num_cat=0 split_feature=5 9 7 1 6 6 5 9 6 4 2 7 5 7 9 4 9 5 7 2 2 6 0 4 7 7 0 1 2 1 split_gain=0.614144 5.1407 10.9528 7.19787 7.46499 6.11833 8.78068 5.54693 6.37457 6.19845 8.38212 7.50483 5.62895 5.49478 4.96217 8.11235 8.08268 5.57994 8.48334 6.48531 9.16616 6.04202 6.46033 4.92824 4.81227 4.78647 4.63045 4.22863 5.47521 5.10119 threshold=2.4600499868392949 1.2425089478492739 101.0102996826172 138.72499847412112 58.207023620605476 59.624731063842781 2.4002467393875127 1.539929270744324 58.876743316650398 0.11000333353877069 390.20500183105474 95.482738494873061 2.4305000305175786 98.050918579101577 1.219445586204529 0.069995000958442702 1.2096731066703799 2.3904000520706181 100.38489151000978 724.00579833984386 2543.7900390625005 58.123060226440437 0.57029998302459728 0.13791333138942721 107.47714233398439 97.13147354125978 0.46677000820636755 173.65999603271487 238.2572937011719 81.391963958740249 decision_type=8 2 8 8 10 10 10 2 10 8 10 10 10 10 2 10 2 8 8 8 10 10 8 10 10 10 10 10 10 10 left_child=1 14 7 4 -4 6 -6 9 -9 10 11 -3 -12 -14 16 26 24 18 19 -17 -21 22 -20 -24 27 -22 -16 28 29 -1 right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 12 -13 13 -15 15 17 -18 -19 21 20 25 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.037104140463693473 0.00014054436749345227 0.20421669788118713 -0.053485264779444819 0.094397971661948563 0.25730901079175433 0.0011982065538289684 0.026498303544769522 -0.054910831758418314 0.12422184876668357 -0.10123191739329294 -0.097425790514179628 -0.026110239592431722 -0.042853746130989835 0.17502185971804185 0.069359274318985226 0.22991952326997769 -0.095243084855880011 0.16422142691570873 0.11747328259620778 -0.064846357814637295 0.22813406401832986 -0.11290305641462922 -0.090923736572957478 0.12071669524290132 -0.047432754698057696 0.036061385872002291 -0.1166249208712694 -0.058039565213407085 0.042374066971606589 0.01607286698308031 leaf_weight=26.623241540282834 9051.6585150565334 2.5404464945459102 20.58194545031256 8.2993283417890762 2.4585617324082696 29.492196964674804 5.0007071677828208 4.4948719940148276 3.559889055788517 24.192455600481477 13.274666459212314 3.1923039313987829 3.8320878576778332 1.6585063991660716 1.881599997926968 3.0952254384756133 8.7882846619468165 4.3890006274450561 4.7826544793788317 3.4663675054907799 2.9784974530339241 4.0091067965840912 4.464768583420665 1.4600616730749605 16.607749074013554 2.2987762913107872 4.6392507441341877 8.6566872401162964 44.713154076904175 55.950872934389736 leaf_count=484 82313 25 373 55 35 279 44 84 35 242 241 52 56 23 64 19 194 51 37 42 27 62 66 18 241 21 56 51 400 485 internal_value=0 -0.00430781 -0.0204145 0.00733779 -0.00522084 0.0216624 0.102573 -0.0526113 0.0242588 -0.0653277 -0.0298714 0.0759583 -0.0622021 0.0229585 0.00562316 0.0384084 -0.00199001 0.0597693 0.0425057 0.105522 0.0614861 -0.00818844 0.0310189 -0.038769 0.00338216 0.144467 -0.0629589 0.00959003 0.0141895 -0.00107227 internal_weight=0 321.383 122.578 65.8327 57.5334 36.9515 7.45927 56.7452 8.05476 48.6905 24.498 5.73275 18.7653 5.49059 198.805 37.4653 161.34 30.9445 26.5555 11.8389 8.74364 14.7166 10.7075 5.92483 152.552 5.27727 6.52085 135.944 127.287 82.5741 internal_count=86175 3862 1544 786 731 358 79 758 119 639 397 77 320 79 2318 463 1855 343 292 109 90 183 121 84 1661 48 120 1420 1369 969 is_linear=0 shrinkage=0.1 Tree=410 num_leaves=31 num_cat=0 split_feature=6 8 4 0 0 1 1 3 9 2 1 0 7 4 8 6 0 9 8 5 7 9 4 8 2 5 8 9 0 1 split_gain=0.616735 3.12978 4.18204 3.36942 3.29937 3.19006 4.34467 3.65707 4.02805 4.09676 3.33206 5.74971 5.72224 6.24188 6.13428 6.72228 6.17136 4.96001 4.70283 4.66906 4.19167 4.10208 4.05963 4.88225 4.9766 3.83295 3.73372 6.56414 4.25222 7.47584 threshold=51.424877166748054 88.018790025000015 0.017374999821186069 0.028716756962239746 0.079295001924037947 91.850250244140639 92.450927734375014 2.2710633277893071 1.2178118228912356 8367.0000000000018 80.730300903320327 0.044505000114440925 93.435150146484389 0.061699500307440765 87.291245100000012 48.196331024169929 0.26940321922302252 1.2309741973876955 85.728648085000017 2.5800232887268071 87.25397109985353 1.087821424007416 0.036350000649690635 68.659882405000019 20875.949218750004 2.7900149822235112 84.718582635000018 1.2728846073150637 0.23959012329578402 83.832332611083999 decision_type=8 10 10 10 10 10 10 10 2 10 10 10 10 10 10 10 10 2 10 10 10 2 10 10 10 10 10 2 10 10 left_child=1 2 -1 -3 -5 7 -7 8 9 -4 11 17 13 14 20 -16 -17 18 -9 -14 -13 -15 -22 24 -24 26 28 -28 29 -12 right_child=-2 3 5 4 -6 6 -8 10 -10 -11 25 12 19 21 15 16 -18 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.087624969491739507 0.00024581311697856556 -0.11556924946598979 -0.08067506140331733 0.097707579646384657 0.011851028816373442 -0.069141342296990024 -0.007268712283188857 -0.075947880404798232 -0.093424654293925158 0.1696179912604697 0.03967608894514419 -0.087489714545890107 -0.10791600188267708 -0.1126279566707773 0.13389856788007107 -0.24996844314875979 -0.066904369416623449 0.13835343677135059 0.069797723515552648 0.048747507832018026 -0.083500277874159645 0.025095288150014463 -0.11424273774472449 0.047159419128521909 0.10382290621920837 0.13311933427336753 0.097806884936125382 -0.090243106384170421 0.035432488776575698 -0.025063298655968416 leaf_weight=6.0498836445590305 8492.9595047521834 1.9959214933114697 1.2398252726852645 4.6773385726264669 103.95142796233995 11.613057040143756 499.21850368170271 3.7021901827611128 7.1865993365645409 1.3838735858444122 26.633860474219546 10.357887942474916 2.1356290471740094 2.4058889530715559 0.86239698290591871 3.7964884432440158 3.5761407053505536 4.6011685511330134 5.5074989794520661 17.416753625380807 5.9179526047082645 21.392667504434939 4.4977648065541898 12.464114188129313 1.3639005068689583 2.8142045664717434 10.921625988325102 2.2363060041097915 42.415202067437349 54.004588254902046 leaf_count=462 75132 48 32 141 1267 94 5915 174 146 23 200 202 28 179 13 117 105 58 62 217 59 234 61 147 26 34 117 44 388 450 internal_value=0 -0.00254054 -0.00481204 0.0131822 0.0155478 -0.00415253 -0.0086753 0.00513225 -0.0547077 0.0513424 0.00758826 -0.00633325 -0.015932 -0.0298895 -0.0527021 -0.130271 -0.161172 0.0535684 0.0112097 0.0316358 -0.0342409 0.0111723 -0.0114909 0.0117631 -0.0635029 0.0176017 0.0152151 0.0658461 0.00980118 -0.0036807 internal_weight=0 876.341 765.716 110.625 108.629 759.666 510.832 248.835 9.8103 2.6237 239.024 99.9984 86.1876 66.6352 42.8366 8.23503 7.37263 13.8109 9.20969 19.5524 34.6016 23.7986 24.2437 18.3258 5.86167 139.026 136.212 13.1579 123.054 80.6384 internal_count=86175 11043 9587 1456 1408 9125 6009 3116 201 55 2915 1682 1388 1143 730 235 222 294 236 245 495 413 293 234 87 1233 1199 161 1038 650 is_linear=0 shrinkage=0.1 Tree=411 num_leaves=31 num_cat=0 split_feature=3 3 1 8 4 9 9 8 6 8 1 3 1 4 7 2 7 0 1 2 0 9 9 9 9 8 2 6 8 5 split_gain=0.60818 5.13254 4.6249 10.2905 10.6401 8.18634 9.06091 8.05563 7.46261 6.42926 6.29501 7.02446 7.60281 6.55997 7.87031 6.77792 7.21636 9.38564 6.2982 5.86535 6.12635 7.13298 6.84395 5.59729 5.00474 6.76285 6.42945 6.25418 5.95394 5.00088 threshold=406.54499816894537 370.74000549316412 76.67044830322267 71.117230790000008 0.074544999748468413 1.1243017911911013 1.1059830784797671 72.121931125000017 56.91405105590821 70.87353305500001 114.81845092773439 3490.775024414063 108.57004928588869 0.030000999569892887 86.751735687255874 5687.0505371093759 88.204822540283217 0.42000003159046179 114.56774902343751 22799.264648437504 0.057181606069207198 1.0415483117103579 1.32133424282074 1.0531262755393984 1.099329471588135 71.361888165000025 2607.829956054688 56.153474807739265 85.728648085000017 2.5399399995803837 decision_type=10 8 10 8 8 2 2 10 8 8 10 10 10 8 10 10 8 8 8 10 8 2 2 2 2 10 10 8 8 10 left_child=1 -1 3 4 -2 6 24 -8 29 -6 11 13 -13 14 23 18 17 -17 -15 20 -18 -22 -23 -4 27 -26 -27 28 -5 -7 right_child=2 -3 10 5 9 8 7 -9 -10 -11 -12 12 -14 15 -16 16 19 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00010133605192673996 -0.10133881890167756 -0.01975187379746933 0.13792890630358698 -0.12610663956591603 0.017832373779208245 -0.16436202737371408 0.076848581992506992 -0.04403456032635425 -0.049915447836265642 0.094514316018968286 -0.0045908422134046771 0.0011202471876507996 -0.039534584159166719 0.010242074111858642 0.0012697232487320679 -0.069731717725816558 0.15321908420690711 0.059060090190209663 0.11762703455816935 0.010489696684573778 -0.066919655177367962 0.080970975891463487 -0.0036373412499969664 -0.077444034313505383 0.056765123416720187 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2.5900232791900639 1.1477001309394839 76.526457160000021 206.50534820556643 75.120756415000017 1.1243017911911013 89.037445068359389 1.0845726132392886 1.0928202867507937 1.1026969552040102 83.123132410000011 83.723137205000015 55.01366043090821 0.12000017985701562 73.130797875000013 102.1468963623047 73.722831840000012 1.1744956374168398 73.244465885000011 72.121931125000017 56.852272033691413 87.930801391601577 5922.9660644531259 247.73229980468753 1.1392991542816164 1.1442847251892092 154.21499633789065 1.1661193370819094 decision_type=2 10 8 2 10 10 10 2 10 2 2 2 10 10 8 8 10 10 10 2 10 10 10 10 10 10 2 2 10 2 left_child=1 -1 16 4 5 9 7 8 10 -4 -7 20 15 23 29 -5 -3 24 -11 22 21 -10 -17 -14 25 26 -6 28 -28 -15 right_child=-2 2 3 12 17 6 -8 -9 11 18 -12 -13 13 14 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0011645676071458471 0.00081839119901468507 -0.12845973228236807 0.028697572831553487 -0.018962823295114124 0.033677975250220614 -0.047967026637356136 0.07273725842561804 -0.086112689095535891 0.059486257441120509 -0.033433748662450073 0.054676847516256857 -0.086559093694717537 0.007248987670122573 -0.13707836987414976 -0.018819479921386224 -0.12017696367198837 0.014144503480427346 0.11962567636140609 -0.10560709882328144 0.030283598909562889 0.077357285173091594 -0.12244477293038754 0.028598371062611035 0.11422005827182496 0.053980211681565748 -0.0095749527096589317 -0.093972283042385585 0.077331986742584902 0.063624172500412038 -0.038362086191460025 leaf_weight=3607.5289080779776 4663.5116441832497 4.1683795675635329 13.065709883361704 32.433298148214817 84.634095593370148 13.222974822892864 16.327865694343927 24.236614902038127 3.9140052609145659 28.67961470130831 42.338493749499321 20.304650781676173 12.292467735707762 14.419861719186885 95.14375637692865 35.67804635129869 220.47323482477805 5.913639234378933 31.432862008921802 4.4547626152634612 9.2719081044197065 5.7162986403127434 3.5464297235012046 12.19697794690728 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shrinkage=0.1 Tree=413 num_leaves=31 num_cat=0 split_feature=2 7 0 7 4 9 5 7 4 0 9 0 3 6 0 3 4 8 5 2 0 8 9 4 4 6 4 0 5 7 split_gain=0.681235 5.18465 5.63193 4.21122 6.92507 8.71863 5.0325 4.67713 4.57804 8.15468 4.22765 4.10255 5.61391 4.01317 3.73157 7.36938 4.47742 7.77461 6.81871 7.36263 4.12941 4.84911 6.44264 5.61463 7.46383 8.34854 5.86582 5.66565 5.4884 5.34025 threshold=2742.005004882813 86.997737884521499 0.21962000429630282 94.829181671142592 0.060004999861121185 1.4601647257804873 2.5273933410644536 100.50041580200197 0.064022999256849303 0.082314997911453261 1.1226413846015932 -0.012469999957829712 346.44999694824224 57.302055358886726 0.4379699975252152 462.11274719238287 0.029995999298989776 86.805891860000017 2.670010089874268 4285.2539062500009 0.1998868137598038 75.139998530000014 1.137657165527344 0.020010000094771389 0.053014999255537994 53.929851531982429 0.059568999335169799 0.042308313772082336 2.6694049835205083 92.898681640625014 decision_type=8 8 10 8 10 2 8 10 10 8 2 10 10 10 10 10 10 8 10 10 8 10 2 8 10 10 10 10 10 10 left_child=1 2 -1 6 5 -5 10 8 9 -6 -2 12 -10 -7 20 16 -16 18 19 -18 21 23 28 -8 25 29 -26 -27 -23 -25 right_child=3 -3 -4 4 7 13 14 -9 11 -11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 26 27 -28 -29 -30 -31 leaf_value=0.0091653289722503778 0.052812915366087947 0.00020674269086223279 0.078342656208404776 0.00053238345453352355 0.14222056683471235 -0.097343352711064368 0.06273029020057995 -0.013803133977273147 0.06748277371553113 -0.054218119472805471 -0.078117060245285266 0.025082309558323818 -0.10981939799999503 0.0028073835152266041 -0.041759957562063382 0.080292380566703486 0.052079491858691256 0.16565808979173802 0.020700433762234405 -0.11313978509793179 -0.01760002941478531 0.094461510140620444 0.0028194485172263971 -0.025366128529346839 0.031317286658654082 0.085150233390701352 -0.0057933346046779048 -0.0037614171685911323 0.0041572730161651408 -0.076284174766293233 leaf_weight=36.825122346564058 2.9322939477870049 7231.4021973824865 17.29640525431023 631.12002648397583 7.8109664637595397 13.564831099005461 10.878034217479579 36.015782462025527 2.725632414687424 2.8970614883583039 15.513672478991792 163.03888521720228 5.1791986110620201 5.6749975048005572 18.123836493497947 14.155158078523526 3.9547167185810386 3.2180072595365337 60.4681470112846 8.4822365513537061 253.59499672987658 15.073355313856156 240.29771700446145 172.49846913278816 51.253589297906728 9.9862556443695194 252.04550612872117 25.385678820166504 12.15935766440816 23.390695412021159 leaf_count=420 23 64646 199 6270 42 373 96 310 20 43 217 1522 73 47 235 137 38 45 473 92 3010 96 2594 2251 402 60 1859 242 75 265 internal_value=0 0.000437525 0.0312733 -0.00162153 0.00367812 -0.0014892 -0.00547623 0.0191173 0.0256444 0.089074 -0.0573036 0.0216712 -0.0486846 -0.0678028 -0.00466258 0.0130144 0.00290976 0.013545 0.00683077 -0.0606032 -0.00645921 -0.00298398 0.0080436 -0.00839287 -0.00984019 -0.0233723 0.000477876 0.0213402 0.0541408 -0.0314461 internal_weight=0 7285.52 54.1215 2061.44 868.027 650.36 1193.41 217.668 181.652 10.708 18.446 170.944 7.90483 19.2398 1174.97 108.402 94.2469 76.1231 72.9051 12.437 1066.56 812.969 267.53 545.438 534.56 231.261 303.299 35.3719 27.2327 195.889 internal_count=86175 65265 619 20910 8700 6690 12210 2010 1700 85 240 1615 93 420 11970 1020 883 648 603 130 10950 7940 2765 5175 5079 2818 2261 302 171 2516 is_linear=0 shrinkage=0.1 Tree=414 num_leaves=31 num_cat=0 split_feature=0 7 3 6 9 7 6 9 9 4 8 4 7 8 1 6 8 1 7 2 7 9 9 6 6 6 2 9 7 5 split_gain=0.694698 5.94137 6.34481 5.48402 9.47813 5.35539 5.30133 4.91558 9.30725 10.3479 6.76273 7.37167 7.74328 6.08041 7.24655 9.59216 6.07574 7.43907 7.79379 5.84205 5.67939 6.1652 9.14323 7.48654 7.29814 7.73029 6.97958 6.73713 6.32444 7.3505 threshold=0.41564999520778662 93.618850708007827 438.30630493164068 52.938869476318366 1.112635135650635 85.489490509033217 52.311855316162116 1.2161991596221926 1.1929618716239931 0.17001000046730044 74.751024620000024 0.082002002745866789 98.646739959716811 75.474242615000023 80.055000305175795 56.313793182373054 41.376632000000008 106.35115051269533 112.07624816894533 776.60021972656261 95.060844421386733 1.2627818584442141 1.2442238926887514 58.876743316650398 55.172666549682624 56.313793182373054 724.00579833984386 1.2342023253440859 97.277572631835952 2.3302499055862431 decision_type=10 8 10 8 2 10 10 2 2 10 8 8 8 10 10 8 10 10 8 8 8 2 2 8 8 10 10 2 10 10 left_child=-1 2 -2 4 6 -4 -3 8 13 -10 11 12 -9 16 15 -15 17 18 -5 -19 -13 22 23 26 -23 -26 -22 -25 29 -28 right_child=1 3 5 7 -6 -7 -8 10 9 -11 -12 20 -14 14 -16 -17 -18 19 -20 -21 21 24 -24 27 25 -27 28 -29 -30 -31 leaf_value=0.00023441687670913963 0.0051728972907972934 0.093808115426217489 -0.035511288025130663 0.015014245654426326 -0.059498383356782258 0.092954713005627632 -0.064761610687641996 0.10794369915131163 -0.096627830149181387 0.15083537494297361 -0.029501770719329329 -0.06904906806844259 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25 239 722 174 35 223 230 15 826 90 263 153 121 257 1358 96 650 31 97 82 216 56 180 389 22 17 92 20 internal_value=0 -0.0029798 0.0100205 -0.00924563 -0.0392998 0.0651969 0.0475227 -0.00553813 -0.0145814 -0.0762236 0.00686854 0.0169351 0.0546789 -0.00862314 0.0375394 -0.00292851 -0.0143234 0.0183969 -0.0122472 0.0729764 0.00343481 0.0107881 -0.0138883 0.0173867 0.0366137 0.0214355 0.0482065 -0.0577012 -0.00555573 0.076275 internal_weight=0 729.38 237.213 492.168 54.0468 19.1576 10.2005 438.121 253.41 22.3354 184.711 144.67 38.1134 231.074 25.3973 16.136 205.677 44.4777 28.4847 15.993 106.556 96.742 49.4718 32.3506 47.2702 41.1325 22.9364 9.41421 11.7632 5.23862 internal_count=86175 8965 2425 6540 817 199 95 5723 3150 245 2573 1747 486 2905 531 410 2374 1016 889 127 1261 1171 520 304 651 569 231 73 134 42 is_linear=0 shrinkage=0.1 Tree=415 num_leaves=31 num_cat=0 split_feature=2 7 1 0 9 9 3 9 8 0 9 0 7 4 9 8 6 8 8 0 6 1 8 6 1 1 5 5 7 8 split_gain=0.635844 4.19513 4.70108 4.56217 3.81822 7.02909 14.7196 6.79548 6.32637 9.79802 14.4244 8.02553 8.86077 5.29868 11.857 12.3677 8.08523 5.92683 5.04353 4.95276 8.41281 6.11765 6.97795 5.48688 6.59171 5.6595 5.44569 11.6797 10.1667 5.63536 threshold=2742.005004882813 86.997737884521499 164.55944824218753 0.21962000429630282 1.2128868699073794 1.2096731066703799 129.12750244140628 1.214552164077759 75.194010195000018 0.049484999850392349 1.204683840274811 0.079295001924037947 87.72849273681642 0.045500500127673156 1.1392991542816164 73.430923220000025 51.485130310058601 74.941262460000019 74.297319060000021 0.11237344890832902 53.154035568237312 85.923751831054702 68.854262760000012 54.950485229492195 97.201396942138686 139.81220245361331 2.6390450000762944 2.6116249561309819 92.615818023681655 53.385573055000009 decision_type=8 8 10 10 2 2 8 2 10 10 2 10 8 8 2 10 8 8 10 10 10 10 10 10 10 10 8 10 10 10 left_child=1 2 3 -1 5 8 -7 -6 13 -10 11 -11 -13 14 17 -16 -17 -2 19 20 -15 -22 23 25 -25 26 27 -23 -28 -29 right_child=4 -3 -4 -5 7 6 -8 -9 9 10 -12 12 -14 18 15 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 28 29 -30 -31 leaf_value=0.01392248678134436 0.0016816771993160139 0.00021503869282236233 -0.11269606789482467 0.07759621299486133 -0.13678517546010022 0.17017837966443397 -0.05489808665830849 -0.0056804250681472051 0.070580926202478675 -0.10640384180556327 -0.13885963073304028 -0.084144478478937551 0.028882159328450781 0.0019839054496524544 -0.074516535705562839 0.19153405270507362 -0.0046795875598273293 -0.10188830317560547 -0.054931023964713416 -0.0064174412746308505 -0.04063936896146602 -0.069508947824352393 0.10304351607427001 0.086050394413582948 -0.024713413823194984 0.078659440669305525 -0.086028185706264762 0.053751590772021941 0.062737209313303663 0.21843115422740739 leaf_weight=34.899646184175253 183.25719698425291 7228.126468957932 2.2666705598821855 16.607119707434322 3.9701483130920669 7.1280072145163986 4.9050596202723691 943.63437090535217 31.035090114688501 5.144861064181895 6.367561185732483 7.4316937283729194 103.99152054847218 292.31117382083085 49.43338632537052 2.6361571690067622 10.326911806128919 5.6970579777844241 14.690585473552344 263.34754319517788 10.204285241663454 4.0783401541411903 15.264765113592146 6.727437622845172 26.682993559166789 30.323433488607407 9.8436108343303221 4.1055784001946432 8.6136855371296388 4.2076125741004944 leaf_count=401 1314 64646 23 195 65 39 98 12304 270 46 57 78 805 1846 670 29 82 130 153 2242 53 25 73 31 185 172 56 24 44 19 internal_value=0 0.000422063 0.0282499 0.0344526 -0.00156961 0.00241676 0.0784301 -0.00622971 0.001582 0.0203741 0.00769942 0.0157052 0.0213435 -0.0014904 -0.013922 -0.0517179 0.0352222 -0.00144101 0.0030355 0.00429574 0.0111375 0.0334254 0.0403057 0.0301804 -0.0024103 0.0479804 0.0178238 0.0691015 -0.0166021 0.137102 internal_weight=0 7281.9 53.7734 51.5068 2055.36 1107.76 12.0331 947.605 1095.72 153.971 122.936 116.568 111.423 941.752 251.351 62.3965 12.9631 188.954 690.401 675.71 412.363 120.052 109.847 94.5827 33.4104 61.1723 30.8488 12.3915 18.4573 8.31319 internal_count=86175 65265 619 596 20910 8541 137 12369 8404 1256 986 929 883 7148 2225 781 111 1444 4923 4770 2528 682 629 556 216 340 168 68 100 43 is_linear=0 shrinkage=0.1 Tree=416 num_leaves=31 num_cat=0 split_feature=9 9 9 1 3 4 8 5 9 8 8 6 0 8 8 3 9 8 9 1 9 9 8 7 1 9 6 9 9 8 split_gain=0.705467 5.54077 12.7037 12.0584 7.19119 6.62852 5.507 8.66618 10.8986 7.89325 14.7716 9.60556 9.44685 7.23441 7.05238 9.33984 9.15172 9.08686 12.5709 8.84692 8.78962 8.24572 7.50005 7.116 7.02976 6.77125 6.47394 6.40625 8.88421 6.38062 threshold=1.1761901974678042 1.1861543059349062 1.1844688057899477 145.22690582275393 6.710400104522706 0.2658079862594605 71.67887041500002 2.5900232791900639 1.1477001309394839 83.123132410000011 83.723137205000015 55.01366043090821 0.12000017985701562 73.130797875000013 76.526457160000021 206.50534820556643 1.0845726132392886 75.120756415000017 1.1243017911911013 89.037445068359389 1.0928202867507937 1.0943974852561953 73.722831840000012 102.1468963623047 114.02039718627931 1.1744956374168398 56.852272033691413 1.1661193370819094 1.1694471240043642 75.474242615000023 decision_type=2 2 2 10 10 8 10 8 2 10 10 8 8 10 10 10 2 10 2 10 2 2 10 10 10 2 10 2 2 10 left_child=6 2 4 -4 5 -2 -1 13 14 12 -11 27 -10 -8 15 16 29 18 19 20 -17 -21 -18 -16 -19 26 -14 -12 -29 -9 right_child=1 -3 3 -5 -6 -7 7 8 9 10 11 -13 25 -15 23 17 22 24 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00098880361684131621 -0.078104255102946926 4.1978878880756329e-05 0.082473690448403872 -0.11714969543469618 0.00032120946774675651 0.10818708153466379 -0.12523346778581793 -0.0081473416712634292 -0.017330524244051095 0.053319699742071659 -0.13408321223921674 -0.017036965066486033 -0.1175826191529149 0.012765130777854331 0.00067725504835284298 -0.043218931192340243 -0.030347272819284676 0.092854331390458164 -0.080704764557824091 0.12611516095391365 0.050200443866906232 -0.048825727426245143 -0.10234744184518481 0.11466201600423183 -0.090277455944946294 0.026494135233061628 0.025182862281376468 0.048623300947139431 -0.11783436777718959 0.1693117634562446 leaf_weight=3602.5684428892491 2.3072662909980846 4410.4310742426278 37.566390252519341 3.2910802830010644 190.51226519717602 11.092711122706531 3.8658780064433804 10.744374670335672 32.30294369533658 24.470777735114098 13.325798483492692 94.37598228873685 33.02494347654283 219.15329475107137 423.18157016375335 13.298480170393303 28.546133021824062 13.847096396995768 23.028184124268591 2.9195015979203154 41.505681611597538 34.92855223082006 29.335136997047812 5.548806792125105 2.4700021836906663 4.473348192870616 3.5143069326877585 6.376576097449286 6.4492431750986725 2.496998794420505 leaf_count=27227 64 48138 308 31 1497 134 28 209 164 128 343 586 497 1569 2951 132 203 116 221 19 203 287 834 37 28 24 16 49 108 24 internal_value=0 0.000854724 0.0154993 0.066394 0.00530167 0.0761106 -0.000884304 -0.00717214 -0.0117747 -0.0310366 -0.0175158 -0.0318976 -0.0577772 0.010373 -0.00511936 -0.0204682 -0.0496809 -0.00472788 -0.0145819 0.00185251 0.0275318 -0.0353312 -0.0668381 0.00215249 0.0651327 -0.0896344 -0.103852 -0.0855266 -0.0350771 0.0253171 internal_weight=0 4655.2 244.77 40.8575 203.912 13.4 4675.75 1073.18 850.164 218.314 144.998 120.528 73.3155 223.019 631.851 203.12 71.1226 131.997 115.68 92.6522 54.8042 37.8481 57.8813 428.73 16.3171 41.0126 36.5393 26.1516 12.8258 13.2414 internal_count=86175 50172 2034 339 1695 198 36003 8776 7179 1915 1214 1086 701 1597 5264 2276 1270 1006 862 641 335 306 1037 2988 144 537 513 500 157 233 is_linear=0 shrinkage=0.1 Tree=417 num_leaves=31 num_cat=0 split_feature=8 8 2 1 1 6 0 7 6 9 6 8 9 0 9 6 2 4 7 6 9 1 2 8 6 5 4 8 7 8 split_gain=0.73646 6.84221 10.0025 10.3699 11.7307 10.959 11.2788 10.1279 7.53284 6.45668 6.3136 10.9822 6.65097 5.74508 6.81506 9.14236 5.69964 4.75537 4.49742 6.62227 7.51115 5.56022 7.13547 5.27775 5.24548 5.12595 4.64844 4.33352 9.72799 21.664 threshold=57.860806910000001 56.065080170000009 458.76499938964849 78.060043334960952 192.29094696044925 56.652551651000984 0.13002999871969226 92.49573135375978 58.123060226440437 1.0399255156517031 56.100383758544929 57.044835510000006 1.0531262755393984 0.20000014454126361 1.206338703632355 57.884914398193366 1139.1149902343752 0.055105000734329231 88.773273468017592 53.556535720825202 1.0760917663574221 90.188610076904311 1188.1757812500002 48.197255490000011 50.523035049438484 2.670010089874268 0.033004999160766609 60.182958530000008 105.28884506225587 59.778939185000006 decision_type=8 10 8 8 10 10 10 10 8 2 8 10 2 8 2 8 10 8 8 8 2 10 10 10 10 10 10 8 8 10 left_child=1 18 10 8 5 6 -5 -8 -4 -2 11 12 -3 14 15 -12 -7 -17 19 20 21 -1 25 -21 -22 -23 -26 28 -11 -30 right_child=9 2 3 4 -6 16 7 -9 -10 27 13 -13 -14 -15 -16 17 -18 -19 -20 23 24 22 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.086858552158096972 -0.082043483226431096 0.10714517101967369 -0.060529981872082542 -0.10639393942831957 0.1008539354728292 -0.027693963547180102 0.063113844668528193 -0.076257879071837009 0.060830531288376545 0.0012674846706936004 -0.081138535863834627 0.12174581892136932 -0.06845678235639234 -0.047020235488483358 -0.097072109705061527 -0.033640421808947794 0.11745612637887937 0.10635683225471787 -0.0011812653798826431 0.024971559005409965 -0.016495930004433678 -0.04048788209529966 -0.05804144362356646 0.1473575060345754 0.0023818748583066536 0.10752967738026853 0.067798111684936588 -0.00019262143384298511 0.053828726556869433 -0.025640570262225604 leaf_weight=4.2164428264013614 9.4701485170216966 2.9940699581056851 7.6844167085364488 47.74974899267545 4.5477263145148745 7.3749145306646806 8.8206004831008631 12.751829295186324 15.293134912848471 479.58739908155985 4.4634261243045392 11.376401508226989 7.7137567773461342 23.199816759093665 4.0020058974623671 2.9743740111589378 4.2725501591339707 13.167591842357075 1870.7862477914287 7.4502168986946327 17.316272486001253 4.218222755007444 29.76907667145133 6.6855238676071167 15.823622683063148 5.2534677973017097 34.647763859480619 6493.2728677404421 112.58732744189911 49.335193762555718 leaf_count=36 463 27 75 322 73 48 117 227 85 3393 25 70 61 169 22 17 38 259 14774 67 95 45 279 47 90 58 212 63909 730 342 internal_value=0 -0.00162931 -0.0203935 -0.0393991 -0.0554245 -0.064202 -0.0792821 -0.0192711 0.0202438 0.000472493 0.00910948 0.0533308 -0.0193558 -0.0113183 0.0223415 0.0455341 0.0255503 0.0805605 4.75492e-05 0.0183825 0.0101902 -0.022263 -0.0339882 0.0828542 0.0309952 0.04161 0.047289 0.000582019 0.00842282 0.0296157 internal_weight=0 2174.55 178.386 108.495 85.5174 80.9696 69.3222 21.5724 22.9776 7144.25 69.8914 22.0842 10.7078 47.8072 24.6074 20.6054 11.6475 16.142 1996.17 125.381 111.245 43.4572 39.2408 14.1357 67.7877 9.47169 50.4714 7134.78 641.51 161.923 internal_count=86175 17338 1635 985 825 752 666 344 160 68837 650 158 88 492 323 301 86 276 15703 929 815 418 382 114 397 103 302 68374 4465 1072 is_linear=0 shrinkage=0.1 Tree=418 num_leaves=31 num_cat=0 split_feature=9 9 8 5 3 4 6 7 4 7 7 5 3 9 0 7 7 8 5 6 7 8 1 5 5 1 6 0 2 2 split_gain=0.693967 3.68896 12.2451 3.73086 4.31433 6.66337 4.55636 4.69494 5.99037 3.90758 3.38249 3.48823 3.33937 3.30453 3.1699 7.22062 3.14791 3.49817 4.82951 6.46579 4.08829 7.82556 4.60561 3.31953 4.22078 3.70125 3.1502 3.12468 3.11145 2.84773 threshold=1.6318134069442751 1.5900974869728091 87.291245100000012 2.5729150772094731 774.05999755859386 0.089999500662088408 55.569528579711921 89.396530151367202 0.029995999298989776 102.27501678466798 94.829181671142592 2.4904099702835087 134.34804534912112 1.5962566137313845 0.21000001579523089 93.559375762939467 88.773273468017592 87.385966165000013 2.5699650049209599 52.225957870483406 103.21296691894533 87.622871280000012 119.12260055541994 2.4801000356674199 2.5100499391555791 99.102649688720717 64.527114868164077 0.46677000820636755 1212.3784790039065 189.51499938964847 decision_type=2 2 10 8 8 10 8 10 10 10 10 10 10 2 8 10 10 10 10 8 10 8 10 10 8 10 10 10 10 10 left_child=1 -1 3 10 6 -6 7 8 -5 -8 -3 29 28 -13 15 -2 -16 18 26 -20 21 22 -19 25 -25 -22 -18 -28 -9 -12 right_child=14 2 -4 4 5 -7 9 12 -10 -11 11 13 -14 -15 16 -17 17 20 19 -21 23 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=5.4104741794271593e-05 0.0058634625955781639 -0.073296228122854051 -0.10541715032871289 0.054009764173761271 -0.11158618295309237 0.26997543158944975 -0.10126737091628131 0.059029532294808652 -0.13111745471529229 0.061289368417620817 0.13779789567915871 -0.11447169929447161 0.083147242179977043 0.01686440923410177 -0.081045555212261103 0.075982771709125582 -0.067045962508512788 0.14497790916021505 -0.10751075155629389 0.068851777858815022 -0.056617670178279525 -0.056801378496027267 0.0082194823780844441 -0.12326656869883944 0.0086720765224012064 0.066171545293769743 0.118568172979898 -0.050612335227856936 -0.051741636915068348 -0.033587270999378409 leaf_weight=9036.1078731747039 94.03403493197402 12.047778570995435 14.257433213293551 3.6273731589317313 4.6297261119270834 0.50789135694503773 4.7714410281951123 5.9016932807571738 3.3733815888408571 2.1428787019103765 2.6617244482040388 3.2706780808512121 17.433071479201317 4.6245207767933607 5.6890535470010937 17.403942185919732 20.488486588001255 7.6254139207303488 2.7138804756104919 8.8829874424263835 3.6363760679960269 4.3732423596084127 3.6370448833331466 4.5910141617059681 5.1383635960519323 7.555463413707912 1.999010732397436 2.405289713293314 4.4461100735061336 1.5249693710356949 leaf_count=82789 759 250 611 21 203 4 115 44 23 42 22 69 165 49 109 301 136 58 21 74 17 29 29 25 35 55 22 21 45 32 internal_value=0 -0.000141196 -0.0208493 -0.00385856 0.0125997 -0.073866 0.0232537 0.0379925 -0.0351956 -0.050888 -0.0358027 0.00158503 0.0564358 -0.0375431 0.00596225 0.0168144 -0.0093973 -0.00381716 -0.025721 0.0275797 0.0180464 0.0567295 0.100814 -0.0108638 -0.053586 0.0262757 -0.0505523 0.0261748 0.0114348 0.0753722 internal_weight=0 9121.33 85.2207 70.9632 46.8336 5.13762 41.6959 34.7816 7.00075 6.91432 24.1297 12.0819 27.7809 7.8952 190.174 111.438 78.7356 73.0466 36.4897 11.5969 36.5569 15.6357 11.2625 20.9212 9.72938 11.1918 24.8928 4.4043 10.3478 4.18669 internal_count=86175 84484 1695 1084 662 207 455 298 44 157 422 172 254 118 1691 1060 631 522 274 95 248 116 87 132 60 72 179 43 89 54 is_linear=0 shrinkage=0.1 Tree=419 num_leaves=31 num_cat=0 split_feature=4 0 3 9 0 5 1 1 8 8 8 9 4 7 9 7 1 5 7 1 6 6 9 8 8 1 4 9 0 3 split_gain=0.712596 3.85827 5.85184 5.02809 5.39893 4.35146 4.32276 4.42002 7.16903 11.0121 10.6193 4.69449 4.54422 4.16419 4.98804 4.94895 3.99279 8.24185 9.6382 5.28244 4.34831 5.81567 3.93298 8.01238 10.3585 7.935 7.41305 6.86827 6.79207 6.61828 threshold=0.13950666785240176 0.25002999603748327 8.6812500953674334 1.4649919867515566 0.1799832955002785 2.4904099702835087 42.885000228881843 80.055000305175795 57.044835510000006 22.435539010000003 62.490172530000002 1.0828325152397158 0.19007666409015658 106.59830856323244 1.2358905673027041 113.63326644897462 109.43389892578126 2.6364799737930302 96.289451599121108 124.70980072021486 53.828397750854499 57.514093399047859 1.1694471240043642 67.847581670000025 68.163682825000009 102.23339843750001 0.14002999663352969 1.1493571400642397 0.099210001528263106 57.305452346801765 decision_type=10 10 8 2 10 10 10 10 10 10 10 2 10 10 2 10 10 10 10 8 8 10 2 10 10 10 10 2 10 10 left_child=-1 3 -3 16 -5 -6 -4 8 9 -8 12 -11 -10 -12 -15 -16 22 18 19 -18 -20 -22 23 25 -25 -2 29 28 -26 -24 right_child=1 2 6 4 5 -7 7 -9 10 11 13 -13 -14 14 15 -17 17 -19 20 -21 21 -23 26 24 27 -27 -28 -29 -30 -31 leaf_value=0.00028553509763819517 0.0072519036621240393 0.013785915584916909 -0.083823671141913081 -0.10813205152910801 0.1067243076899229 -0.070940905158074538 0.04273521491648323 -0.022772531954541417 0.19066115456170885 -0.030163667115198453 -0.0074206809575143896 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leaf_count=78115 1087 1691 197 167 24 42 184 1428 25 116 453 161 30 79 40 26 58 68 27 30 102 104 48 42 36 101 1393 134 54 113 internal_value=0 -0.00255767 -0.00997383 0.00271891 -0.0569693 0.0196325 -0.0159827 -0.014035 0.00187196 -0.0316878 0.0208182 -0.0680569 0.121253 0.00614632 0.0549592 -0.0177998 0.00418119 0.0274398 0.00952804 0.0782466 -0.0174286 -0.0291133 0.00112824 0.0101083 0.0469517 0.00127413 -0.00768286 0.0244558 -0.0327425 -0.0568029 internal_weight=0 985.963 409.881 576.082 13.7757 5.51642 327.146 318.015 112.751 40.6848 72.0657 27.3294 9.18575 62.88 13.6758 5.57869 562.307 65.2448 52.0302 14.6596 37.3706 33.4461 497.062 246.17 47.6102 198.56 250.892 38.6259 13.6011 27.3721 internal_count=86175 8060 4430 3630 233 66 2739 2542 1114 461 653 277 55 598 145 66 3397 389 321 88 233 206 3008 1454 266 1188 1554 224 90 161 is_linear=0 shrinkage=0.1 Tree=420 num_leaves=31 num_cat=0 split_feature=9 9 7 9 1 2 4 9 6 7 9 8 9 7 8 2 5 1 3 3 6 0 7 9 1 2 1 6 5 8 split_gain=0.759026 4.19125 14.6328 8.47659 9.27027 13.085 10.6108 9.10433 13.2314 7.04333 6.91136 15.764 8.2385 7.79153 10.022 8.4855 7.77583 7.22392 6.93933 6.82005 6.91293 6.77591 6.30894 6.17821 10.8753 5.89544 7.38291 5.80162 6.29068 4.80063 threshold=1.3680611252784731 1.3359628319740298 93.969257354736342 1.3295322060585024 130.24291992187503 1115.8455200195315 0.070001501590013518 1.33274382352829 60.939382553100593 88.773273468017592 1.3460645675659182 83.723137205000015 1.3491482734680178 87.882106781005874 83.945794545000012 515.77999877929699 2.6995050907135014 125.68610000610353 117.42420196533205 4495.4799804687509 52.516048431396491 -0.079846628010272966 90.314128875732436 1.3241015672683718 99.392101287841811 2814.2507324218755 133.79336547851565 55.172666549682624 2.5273933410644536 83.507371530000015 decision_type=2 2 10 2 10 10 8 2 10 10 2 10 2 8 10 10 10 10 10 8 8 10 10 2 8 8 8 8 10 10 left_child=1 3 10 23 6 -6 7 8 -5 -9 13 12 -12 -3 16 -16 -15 21 -17 20 -4 -13 -18 -1 -25 26 27 -22 -29 -14 right_child=-2 2 19 4 5 -7 -8 9 -10 -11 11 17 29 14 15 18 22 -19 -20 -21 25 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-9.4383800972135576e-05 0.0022592622439763293 0.10028515703864771 0.17230604759106732 -0.051414685493039174 0.27597992643340896 -0.064154006717618742 -0.010527902209808933 -0.01738273426591435 0.26581541691951122 0.18546166925216456 -0.11467818891995143 0.21812704119580315 -0.0063433137023593033 -0.11766078281311423 0.10828658434606329 0.11283427094476234 -0.11052183622852962 -0.13737221685808468 -0.087317309933415493 0.20397795451001494 0.10665594846218465 -0.10048515292157222 0.25129390005288083 -0.004573624701565744 -0.11517728362121252 -0.068966132283310597 0.23838172144893735 0.088367265459749655 -0.071887857006094832 -0.081647969691764882 leaf_weight=7753.1369290460016 1267.9456503099527 2.8915338367223731 3.1897059239854633 7.0724153138289694 3.5078537547960869 1.6692340592271646 30.998103178848396 2.1358118537464188 1.6150383651256559 8.6224781009077542 8.9853207640117017 5.0177867263555527 80.544453237102061 27.423275634704627 4.6319691580138196 2.1101478778291485 0.87358128465711971 0.84430909168440837 9.6713716186350194 2.5744588599191038 5.5713357179775 0.76990288147498986 1.074933925643563 28.808473797602346 12.857730743104183 6.1468756507674689 1.7689359498326656 3.671889699122401 7.3577829993446358 9.4598059803247434 leaf_count=63804 17963 19 39 109 23 41 385 38 7 76 196 22 1044 496 79 36 76 18 112 22 61 294 6 369 309 80 19 78 307 47 internal_value=0 -0.000373402 -0.0152682 -2.31956e-05 0.0388766 0.166311 0.0257979 0.0837041 0.00755988 0.145192 -0.0277413 -0.0133737 -0.0233733 -0.058917 -0.0689713 -0.00638506 -0.103946 0.135882 -0.0514688 0.0482894 0.033823 0.175744 0.0890804 -0.000300771 -0.0387047 0.0158059 0.044172 0.0234778 -0.0185373 -0.0142581 internal_weight=0 8035 184.579 7850.42 55.6209 5.17709 50.4438 19.4457 8.68745 10.7583 154.298 105.622 98.9896 48.6768 45.7853 16.4135 29.3718 6.632 11.7815 30.281 27.7065 5.78769 1.94852 7794.8 41.6662 24.5168 18.3699 16.601 11.0297 90.0043 internal_count=86175 68212 3051 65161 679 64 615 230 116 114 2445 1621 1287 824 805 227 578 334 148 606 584 316 82 64482 678 545 465 446 385 1091 is_linear=0 shrinkage=0.1 Tree=421 num_leaves=31 num_cat=0 split_feature=5 6 3 7 9 2 4 8 2 1 9 1 5 1 8 2 0 3 9 9 8 1 3 2 0 4 4 2 9 3 split_gain=0.671257 3.3767 4.23262 3.37069 5.53938 5.39048 4.32651 4.14807 3.98878 7.02623 7.24085 5.87079 5.63739 5.36775 5.20179 5.13448 5.62972 8.03948 11.3465 7.53445 7.31639 7.25186 6.79544 5.40409 5.23005 5.12983 6.72445 5.04771 4.71263 5.39022 threshold=2.6485567092895512 47.178262710571296 145.18714904785159 95.060844421386733 1.3268429040908816 2964.390014648438 0.22002299875020984 73.35557599000002 262.29499816894537 95.72259902954103 1.2459819912910464 80.410102844238295 2.6658649444580083 84.454883575439467 63.602178550000012 352.41999816894537 0.2547632902860642 32.200216293334968 1.1076380610466006 1.1193306446075442 59.392466590000005 107.59039688110353 164.72000122070315 646.41448974609386 0.27005000412464147 0.097016669809818282 0.082872498780488982 410.31430053710943 1.096052408218384 153.35744476318362 decision_type=8 10 10 10 2 10 10 10 10 10 2 10 8 10 10 10 8 10 2 2 10 10 10 10 10 10 10 8 2 8 left_child=1 2 -1 6 8 -6 -2 -7 9 11 28 12 -5 25 -12 -15 -17 24 20 -20 -19 -21 -23 -24 -18 26 -10 -27 29 -11 right_child=3 -3 -4 4 5 7 -8 -9 13 10 14 -13 -14 15 -16 16 17 18 19 21 -22 22 23 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.068395093599082551 -0.00021861931119192203 -0.00081807910506083664 0.025473962666664768 -0.062531515721240591 -0.078314411444946733 0.15374394916897272 -0.12641995253395902 -0.038026357066411054 -0.012742853581433783 -0.054933345204326224 0.078412006690126129 0.042965848540937046 0.010104082288748827 0.04849959752301667 -0.1173881280473297 0.023740212446052594 -0.07425142473932779 -0.0082907465125428171 -0.20353272162319139 -0.13305107866914345 0.10195352592372292 0.028099621040850023 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0.00831447 -0.00313935 -0.0219766 0.014265 -0.00409808 0.0131103 -0.0932052 0.0188474 0.0144026 -0.00339341 -0.0233027 -0.0532094 0.0279445 -0.0424883 -0.0241382 -0.059989 0.0312416 -0.00516906 -0.0350992 0.00884847 -0.0120993 -0.0417593 internal_weight=0 3750.08 22.5879 5548.53 744.57 18.4142 4803.96 4.57109 726.155 214.312 102.92 111.393 67.9301 511.843 12.5338 389.572 338.789 116.589 74.0324 46.7501 27.2823 43.6378 36.2856 21.5179 42.5563 122.271 38.9995 83.2714 90.3858 33.635 internal_count=86175 31273 641 54902 7796 1880 47106 174 5916 2026 806 1220 899 3890 220 2906 2523 902 581 387 194 366 296 192 321 984 447 537 586 210 is_linear=0 shrinkage=0.1 Tree=422 num_leaves=31 num_cat=0 split_feature=9 9 7 9 7 5 8 1 5 9 8 9 7 8 2 5 3 6 1 7 3 6 2 7 0 9 1 0 0 7 split_gain=0.673548 3.53346 12.0069 6.98526 8.04547 6.6359 8.25094 8.12424 6.9547 6.19848 12.5753 7.58739 6.66931 8.91959 6.86462 6.70601 6.3212 5.86286 5.70562 5.13589 5.11305 5.41149 5.3069 5.21312 5.08542 5.02189 10.1562 5.01674 4.69554 6.72185 threshold=1.3680611252784731 1.3359628319740298 93.969257354736342 1.3295322060585024 100.61675262451173 2.5273933410644536 73.35557599000002 123.35924911499025 2.670010089874268 1.3460645675659182 83.723137205000015 1.3491482734680178 87.72849273681642 83.945794545000012 515.77999877929699 2.6995050907135014 23.585000038146976 54.785516738891609 125.68610000610353 90.314128875732436 4495.4799804687509 52.516048431396491 5487.8325195312509 94.423061370849624 -0.079846628010272966 1.3241015672683718 99.392101287841811 0.14911996573209765 0.040049999952316291 89.950969696044936 decision_type=2 2 10 2 10 10 10 10 8 2 8 2 8 10 10 10 8 10 10 10 8 8 8 10 10 2 8 10 8 10 left_child=1 3 9 25 5 7 -7 -5 17 12 11 -11 -3 15 -15 -14 -16 -8 24 -17 21 -4 23 -23 -12 -1 -27 -19 -13 -30 right_child=-2 2 20 4 -6 6 8 -9 -10 10 18 28 13 14 16 19 -18 27 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.00010574571076822338 0.0021250735545105103 0.11001693456552715 0.15270474365140063 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1.4295260242070131 2.5742034685390527 20.283565138830454 0.69659414121997443 28.58292126719607 11.766647532516798 2.8080752245150506 74.179219584095335 10.094797058613038 leaf_count=63804 17963 14 39 234 93 91 41 38 129 196 22 38 501 79 7 76 141 36 18 6 22 20 45 480 294 369 309 17 937 116 internal_value=0 -0.000355026 -0.0141838 -3.66994e-05 0.0352577 0.0473006 0.0828286 0.0103867 0.045767 -0.0257277 -0.0122347 -0.0213545 -0.0562611 -0.0649597 -0.00601664 -0.0994948 -0.0478658 0.00774825 0.119916 0.0830717 0.0434043 0.030581 0.0144634 0.0305584 0.153437 -0.00028894 -0.0354763 -0.0576216 -0.0128976 -0.0185414 internal_weight=0 8026.83 180.613 7846.22 55.6772 50.5988 25.7834 24.8154 18.0401 150.454 104.344 97.6076 46.1101 43.8179 16.1883 27.6295 11.4566 13.1207 6.7359 1.8754 30.1593 27.4927 24.2873 21.7131 5.94701 7790.54 40.3496 6.70684 89.3839 84.274 internal_count=86175 68212 3051 65161 679 586 314 272 223 2445 1621 1287 824 810 227 583 148 94 334 82 606 584 545 500 316 64482 678 53 1091 1053 is_linear=0 shrinkage=0.1 Tree=423 num_leaves=31 num_cat=0 split_feature=7 7 7 0 8 9 9 5 8 8 8 9 6 3 8 4 3 8 6 8 8 9 0 7 6 6 5 9 9 9 split_gain=0.682447 6.12154 4.03466 6.48298 5.7046 4.59218 9.48381 9.60306 8.65526 11.2258 8.61146 10.3075 8.09627 6.49392 5.82375 5.66432 6.44553 5.58097 7.26263 5.46369 5.44807 18.1613 13.6106 5.24928 4.64417 5.17677 4.79563 8.33286 4.7928 4.46209 threshold=97.963802337646499 98.23557281494142 97.732166290283217 0.074804998934268965 49.091092425000006 1.0514340996742251 1.048164486885071 2.6900134086608891 50.568756935000003 53.385573055000009 44.077775450000011 1.0399255156517031 60.596574783325202 10.395199775695803 56.489202475000006 0.12861499935388568 97.74499893188478 45.692128230000002 54.950485229492195 8.0257143200000005 42.537642925000007 1.0198619961738589 0.11982686817646028 96.21506500244142 59.189291000366218 57.302055358886726 2.5900232791900639 1.0066126585006716 1.0198619961738589 1.0613657236099245 decision_type=8 8 8 8 10 2 2 10 10 10 10 2 8 8 10 8 8 10 8 10 10 2 10 8 10 8 10 2 2 2 left_child=2 -2 5 -4 -5 6 8 19 10 -10 20 17 -13 -11 -15 16 -9 -12 -19 -8 24 22 -22 -24 25 26 27 -1 -27 -7 right_child=1 -3 3 4 -6 29 7 15 9 13 11 12 -14 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.081908923951875767 0.029442157192790204 0.00031992044654857705 0.041620855558562347 -0.10133479547662012 -0.022994544042917606 -0.021290314106419274 -0.041465461807394535 0.06653032351692463 -0.08826214638020026 -0.14868212001634037 0.08207367604606465 0.1161519083806434 -0.074627809526054495 0.077990897609290205 -0.10755860260102763 0.12319616499201042 -0.1198631154083198 -0.016990903993814387 0.049157228360754451 0.093724070110133173 0.11288470352835905 0.10273764724135014 -0.18567613462287783 -0.058050024713784912 0.056889049052141122 -0.02119544531607747 -0.0024061635297289055 0.069752013706485635 -0.13768466508625199 -0.0011118328707890237 leaf_weight=4.3548438472657862 73.185586468883685 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-0.00176785 internal_weight=0 5321.66 3968.87 70.2912 58.1242 3898.58 414.504 43.7984 370.706 36.4951 334.211 105.398 21.7863 14.946 13.0552 10.7735 8.77214 83.6114 72.2553 33.0249 228.813 22.4273 16.5625 14.061 206.386 191.333 172.78 25.9071 18.5521 3484.07 internal_count=86175 48797 37378 615 526 36763 3234 327 2907 461 2446 766 160 272 248 115 99 606 510 212 1680 153 99 71 1527 1424 1295 219 129 33529 is_linear=0 shrinkage=0.1 Tree=424 num_leaves=31 num_cat=0 split_feature=0 4 8 3 0 0 4 2 8 0 6 8 1 7 8 1 4 5 7 0 9 3 9 3 8 8 3 8 3 9 split_gain=0.659086 0.681318 1.15933 1.71656 1.10051 1.76504 1.04736 0.820253 2.4952 3.70424 3.48613 3.17971 3.09556 3.8977 3.06581 2.37605 2.34433 2.28754 2.51515 3.44814 2.26743 4.20232 4.20167 4.66021 4.12667 4.22332 9.22597 4.13544 3.74031 3.66731 threshold=2.2992999553680424 0.28014999628067022 73.93013833000002 3.3227499723434453 0.48819999396801 0.35939337313175207 0.36580000817775732 55.204999923706062 70.190128230000013 0.28976640105247503 59.400131225585945 69.961542290000025 107.59039688110353 118.51842498779298 87.574072990000019 69.704998016357436 0.22002299875020984 2.4305000305175786 98.13730621337892 0.45014999806880956 1.0911181569099428 4.1601498126983651 1.27454149723053 0.38024999201297766 74.198335955000019 83.758449285000026 6.3065781593322763 82.915767860000017 21.420949935913089 1.2459819912910464 decision_type=10 10 10 8 10 8 10 8 10 10 10 8 10 8 10 8 10 10 8 8 2 8 2 10 10 10 10 8 10 2 left_child=1 7 3 6 5 -5 -3 8 11 10 20 16 14 -14 17 -13 -1 -11 19 -19 -10 22 23 -22 -23 26 29 -28 -29 -26 right_child=-2 2 -4 4 -6 -7 -8 -9 9 12 -12 15 13 -15 -16 -17 -18 18 -20 -21 21 24 -24 -25 25 -27 27 28 -30 -31 leaf_value=6.7070646481004017e-05 -0.055541896010649766 0.12471939522630991 -0.098474108077064124 -0.11364158242166021 -0.090629470981947388 0.058013896687503688 -0.10121676426304882 -0.0001506333811346069 -0.056778429904355311 0.023047185845229742 -0.050815704664382157 0.13088119319993291 0.019353405650736333 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316 81436 48 90 128 16 95 28 111 196 133 24 126 21 37 117 23 165 30 208 195 29 22 26 internal_value=0 -3.01708e-06 -0.0287256 -0.00858113 -0.0367553 0.00459798 0.0865844 2.25381e-05 0.00513005 0.0142497 0.00419867 -0.00386658 0.0386519 -0.0119169 0.0525456 -0.136097 -0.00229586 0.0615308 0.0802941 0.0197528 0.0101226 0.0136322 0.0497936 0.0639527 0.000967189 -0.0139653 -0.0351707 -0.0126652 -0.0763089 -0.161293 internal_weight=0 9282.15 8.25121 6.40216 4.93973 2.79461 1.46243 9273.9 304.122 151.029 106.969 153.094 44.0594 9.49617 34.5633 1.79719 151.296 31.6799 21.2964 5.18987 96.5707 91.7572 23.8007 21.3735 67.9565 49.705 32.5034 27.5817 7.45143 4.92173 internal_count=86175 85941 905 868 255 212 613 85036 3600 1523 1028 2077 495 123 372 212 1865 261 171 45 900 852 225 202 627 510 302 246 51 56 is_linear=0 shrinkage=0.1 Tree=425 num_leaves=31 num_cat=0 split_feature=4 7 6 7 0 9 1 9 1 9 4 3 6 9 7 7 7 5 2 9 9 6 5 3 4 3 2 8 2 2 split_gain=0.651096 2.75038 2.56607 4.87451 3.52076 4.84447 5.52788 3.3787 5.32786 4.5772 3.12406 3.12216 3.04841 2.92016 3.49497 2.88704 2.87326 4.3086 5.36162 7.13 9.74337 5.27713 4.42875 4.02665 4.02316 5.00054 4.4123 3.76273 4.07287 3.71601 threshold=0.12600333243608478 118.51842498779298 52.69920730590821 90.432712554931655 0.18814010918140414 1.0415483117103579 117.24040603637697 1.0596722364425661 81.06995010375978 1.2593680024147036 0.1272619962692261 85.202899932861342 54.552045822143562 1.1980048418045046 93.060775756835952 91.875728607177749 100.03244400024415 2.4702500104904179 498.66499328613287 1.1442847251892092 1.1744956374168398 57.435873031616218 2.4801000356674199 474.61499023437506 0.18784166872501376 202.79999542236331 712.11749267578136 8.0257143200000005 173.82878112792972 146.12154388427737 decision_type=10 10 8 8 10 2 8 2 10 2 10 10 8 2 10 10 10 10 10 2 2 10 10 10 8 10 10 10 10 10 left_child=1 -1 4 12 5 -2 13 -6 11 -10 -5 -9 -4 14 15 -7 -12 29 22 24 21 23 -19 -21 25 -20 -27 28 -24 -18 right_child=2 -3 3 10 7 6 -8 8 9 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2.6376603652024642 9.1710423927288502 7.9071552411187431 8.8037061719223839 4.538821168243885 53.519060839291342 9.6993682668544334 12.500828145071866 3.213932882994416 16.039584433892742 8.5272083007730526 0.84868352139164827 2.8680576458573341 9.7064710964914429 1.9098439887166012 4.3879936877638102 304.76067030346894 3.3280263263441157 34.064984398777597 leaf_count=75943 24 36 28 103 65 40 17 60 72 35 5705 31 69 65 54 24 495 61 82 24 111 51 304 16 87 13 47 2066 82 365 internal_value=0 0.000319711 -0.00211735 -0.00315126 0.0174249 0.0386418 0.0512037 -0.00857822 -0.0273377 -0.0693326 -0.0024793 0.0301225 -0.0632913 0.037705 0.0574873 0.0220374 -0.00190144 0.00420977 0.00884267 0.0364916 0.00300987 -0.0560689 0.00370973 0.0150961 0.0724912 0.0994866 0.0268227 0.00162078 -0.0926504 -0.0157741 internal_weight=0 8012.12 1270.02 1206.21 63.8159 35.1422 31.5326 28.6737 22.0795 12.7564 1192.88 9.32307 13.3284 28.5637 20.6565 11.8528 1177.86 465.375 377.791 59.1539 30.6488 14.6092 318.637 6.08199 28.5051 18.7987 6.29784 308.937 4.17671 87.584 internal_count=86175 75979 10196 9709 487 224 200 263 198 107 9612 91 97 183 118 64 9509 3804 2944 431 202 91 2513 40 229 142 60 2452 386 860 is_linear=0 shrinkage=0.1 Tree=426 num_leaves=31 num_cat=0 split_feature=9 0 2 9 9 3 4 9 8 4 1 8 8 8 3 2 9 3 2 9 1 9 1 8 8 8 8 8 9 8 split_gain=0.650948 4.69265 5.9314 10.789 14.2221 8.74197 10.4373 8.53058 18.8236 18.076 16.3139 15.5189 12.7633 12.684 9.73817 7.81141 7.60554 8.70362 7.37888 7.04399 15.8989 14.0025 10.8783 8.55906 7.39471 7.08068 7.00914 6.47136 6.4316 6.0502 threshold=1.1761901974678042 0.4100001603364945 247.73229980468753 1.1543519496917727 1.1611987948417666 164.72000122070315 0.035801500082015998 1.0845726132392886 76.526457160000021 0.075642000883817687 86.798252105712905 53.053214340000004 47.632367260000002 77.190249095000013 2.59309995174408 1580.6350097656252 1.1577662825584414 153.35744476318362 1057.6399536132815 1.1644290089607241 85.366905212402358 1.162797808647156 109.43389892578126 75.253016200000005 75.139998530000014 84.096144080000016 87.321885330000015 60.333021200000012 1.0432021617889407 47.632367260000002 decision_type=2 8 8 2 2 10 8 2 10 8 8 10 8 10 10 10 2 10 10 2 10 2 10 8 10 10 8 10 2 10 left_child=1 -1 -3 5 16 6 26 10 9 -9 11 12 -8 -10 -13 19 -5 -18 -15 21 24 -6 -23 -22 -21 -26 -4 -16 -12 -7 right_child=-2 2 3 4 15 29 7 8 13 -11 28 14 -14 18 27 -17 17 -19 -20 20 23 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0016101478043517893 0.00082654166381154715 0.0030189007584501071 0.1290685850808557 -0.041894838778793519 -0.027148192635724901 0.032452885455879613 0.012900953984798076 0.05279749719148652 0.13887295121935603 -0.083680982628365208 -0.008230232390197505 -0.032615010219646426 -0.080227074418841651 -0.0083643461184451061 0.066866659829646444 -0.098754574750223437 -0.041257611235430744 -0.17036116242376775 -0.085513088947795579 0.090884000750964991 -0.18161655374580668 -0.014362501994977706 0.29784907390795679 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threshold=57.860806910000001 56.065080170000009 458.76499938964849 192.29094696044925 66.740806579589858 1.206338703632355 1.0564270019531252 56.807741540000009 1.0580517053604128 1.0613657236099245 12.087590217590334 64.373716720000019 1.0564270019531252 58.677270650000004 277.35739135742193 2.2710633277893071 65.243336400000018 110.03092193603517 98.483123779296889 1756.476989746094 56.100383758544929 57.044835510000006 1.0531262755393984 142.59500122070315 0.38000005483627325 75.536796569824233 0.47004324197769171 21.420949935913089 0.078011002391576781 0.1272619962692261 decision_type=8 10 8 10 8 2 2 10 2 2 10 10 2 10 10 10 10 10 10 8 8 10 2 10 10 10 8 10 8 10 left_child=1 -1 20 4 6 -6 -4 27 10 11 14 17 13 -12 15 -2 -13 -10 19 28 21 22 -3 24 -22 -25 -27 -8 -7 -30 right_child=8 2 3 -5 5 18 7 -9 9 -11 12 16 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 25 -26 26 -28 -29 29 -31 leaf_value=-9.5242461567679647e-05 -0.12096234032431584 0.097547288280388583 -0.079027840778458369 0.097936398209889142 -0.090622449652468129 -0.016773257990840337 0.048949873497275871 0.076652438977488288 0.12911662664612675 0.00046481050401104234 0.068498428824106353 -0.074817237266193562 -0.12921789697516581 -0.072717175184451685 -0.03199147599469071 0.094376019256152757 0.080417444088160456 0.034555253624795133 -0.085660064868334274 -0.10519011380017647 0.077145753744975093 0.11144343316455124 -0.062619701284224005 -0.074824405676064007 -0.12116303335271442 0.050309709448261491 -0.10883433217370275 -0.10818420811531403 0.22349313239382063 0.024180973116515694 leaf_weight=1983.5797318319646 1.6529883049970546 2.8413667324930447 10.641456833109258 4.2242425680160514 49.862218450754881 2.9625260233879089 3.3936144793406156 15.858312189579008 15.51158180832863 7001.2826305647386 9.4194990731775743 7.0833441838622075 11.815287315053864 24.445142673517694 13.841365929314632 13.693032464536371 3.8216050369373988 11.748232297599314 4.6586183279287061 2.4041538029850935 11.400582564063368 11.208443483337758 7.5309152640402317 18.661031089955941 2.5664853290072633 11.753237554803492 2.2469984088092998 4.3779387287795544 3.2685576863586903 2.7572704404592514 leaf_count=15703 55 27 67 73 422 29 28 97 73 67363 86 32 72 672 211 136 85 52 116 78 151 70 61 128 32 165 16 32 22 21 internal_value=0 -0.00164991 -0.0195148 -0.0377582 -0.0434798 -0.0671048 0.00195791 0.038429 0.000482244 0.000772845 -0.0268417 0.0572815 -0.0582117 -0.0334379 0.0222541 0.071181 -0.0204157 0.0883633 0.00595171 0.0434136 0.00841069 0.0488719 -0.0187438 -0.0103157 0.040706 -0.0321344 0.0247675 -0.0395683 0.0831612 0.132293 internal_weight=0 2156.2 172.618 104.409 100.185 65.9133 34.2713 23.6299 7114.31 7039.45 74.8673 38.1648 45.6799 33.8646 29.1874 15.346 10.9049 27.2598 16.0511 11.3925 68.2091 21.5807 10.3723 46.6283 13.9671 32.6613 14.0002 7.77155 8.98835 6.02583 internal_count=86175 17338 1635 985 912 688 224 157 68837 67605 1232 242 830 758 402 191 117 125 266 150 650 158 88 492 183 309 181 60 72 43 is_linear=0 shrinkage=0.1 Tree=428 num_leaves=31 num_cat=0 split_feature=5 6 6 2 1 7 0 9 7 7 2 1 3 3 8 7 9 6 8 5 1 7 1 8 4 8 7 8 7 3 split_gain=0.750871 3.08109 5.91546 6.81382 9.58912 6.17296 9.17988 5.95927 9.87436 6.96514 5.75679 6.13709 7.09399 7.89956 5.73949 5.43278 5.22271 5.14529 7.72804 8.78943 5.38518 11.5 6.47718 6.39061 5.21606 5.14061 6.65343 5.1364 5.04538 5.23653 threshold=2.6485567092895512 54.431970596313484 54.247951507568366 184.97500610351565 46.343500137329109 95.30426406860353 0.079295001924037947 1.28161096572876 99.411361694335952 89.950969696044936 2077.4470214843755 99.392101287841811 6.3065781593322763 615.31900024414074 85.100540475000017 101.26604461669923 1.28161096572876 53.760551452636726 73.557281720000006 2.6353199481964116 176.22499847412112 92.49573135375978 168.92400360107425 49.091092425000006 0.040001999586820609 74.751024620000024 93.380386352539077 87.182795360000014 92.333343505859389 15.033600330352785 decision_type=8 10 8 10 10 10 10 2 10 8 10 10 10 10 10 10 2 10 10 10 10 8 8 8 8 10 8 8 10 10 left_child=1 2 3 4 -1 10 15 -4 9 -9 17 12 -12 16 -8 -7 -14 18 19 20 22 -22 24 -23 -5 26 -20 -19 29 -13 right_child=-2 -3 7 5 -6 6 14 8 -10 -11 11 28 13 -15 -16 -17 -18 27 25 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.071329031590560407 0.00072646956396730372 0.0011520417430588919 -0.039845593189959116 0.11887423173942398 0.031764842456629278 0.019800300992209308 -0.032824586270624796 0.24965081028573383 0.16086795507766652 -0.027274944496789046 0.10128622073196554 -0.052614141473093658 -0.0092236520605813374 0.029611034971599306 0.019964897324867378 -0.062415503948810583 -0.09200511581089213 -0.024612895113590227 -0.093544712988557599 -0.017952396103152291 0.076750069784705999 -0.16704746772003701 0.16864581796816808 -0.0063654956794766005 0.035481379100832905 0.0040721498106194558 0.016364181799846781 0.084620820702091523 -0.036641172391007594 -0.0039452676889414964 leaf_weight=9.9916143631612595 5525.1748543528283 2307.9523069091338 83.189074508775775 8.0236167730618035 92.992203615292965 75.450994109909516 205.73583266165224 0.95857319235802307 3.992885382831445 17.299096881439255 7.9811905787792048 24.418253380281385 53.382361649244558 60.896391058835434 22.886947376406169 8.9955734594259393 8.8906005843891744 65.29729450144805 12.970338492654266 35.07181722932728 7.8346865735948112 4.8707735911011669 4.1026836121454826 5.0326271820813426 115.02263721474446 163.197061325307 9.5729519147425872 4.6085388833889729 85.004724528756924 233.62052054569358 leaf_count=68 54902 17700 864 105 960 526 1733 11 53 376 76 246 425 608 417 105 124 447 130 224 72 23 29 32 829 1917 78 107 869 2119 internal_value=0 -0.00110849 -0.00475359 -0.00294065 0.0217626 -0.00502103 -0.0171328 -0.0275505 0.0184177 -0.0127357 -0.000853249 -0.0084773 0.00992164 0.00400135 -0.0275399 0.0110424 -0.0210422 0.0074462 0.0121979 0.0269665 0.0378398 -0.0137767 0.0450406 -0.0853935 0.0409193 -0.00211096 -0.0468722 -0.0174117 -0.0155115 -0.00855081 internal_weight=0 3739.24 1431.29 1325.85 102.984 1222.87 313.069 105.44 22.2506 18.2577 909.799 474.194 131.151 123.169 228.623 84.4466 62.273 435.605 365.699 179.959 144.887 17.7381 127.149 9.9034 123.046 185.74 22.5433 69.9058 343.043 258.039 internal_count=86175 31273 13573 12269 1028 11241 2781 1304 440 387 8460 4467 1233 1157 2150 631 549 3993 3439 1314 1090 127 963 55 934 2125 208 554 3234 2365 is_linear=0 shrinkage=0.1 Tree=429 num_leaves=31 num_cat=0 split_feature=7 1 5 3 5 9 1 3 3 0 8 3 1 8 8 9 8 6 2 3 2 6 3 7 0 9 5 9 9 9 split_gain=0.716522 3.26302 6.15947 6.78122 5.77799 5.43244 5.73439 5.30097 5.87614 5.12476 4.89713 4.87666 4.70196 4.93282 4.14819 4.89786 4.13383 4.03997 6.9035 3.94803 3.841 3.47556 3.39368 3.38968 5.86446 6.2177 5.45266 7.24477 9.22186 4.97919 threshold=104.69990539550783 106.00159835815431 2.5699650049209599 27.755000114440922 2.5900232791900639 1.137657165527344 131.91500091552737 79.180000305175795 95.656948089599624 0.35939337313175207 74.402906950000002 117.42420196533205 103.78250122070314 87.291245100000012 42.537642925000007 1.2375842332839968 51.797274035000008 56.973905563354499 282.41656494140631 19.390579223632816 43.501779556274421 59.081159591674812 20.062123298645023 106.59830856323244 0.19511013478040698 1.0349020361900332 2.6534099578857426 1.5024287104606631 1.5271995663642886 1.1526684761047366 decision_type=10 8 10 10 10 2 10 10 10 10 10 10 10 10 8 2 10 8 10 10 10 10 8 8 10 2 10 2 2 2 left_child=-1 12 5 14 -5 16 11 -6 -9 10 -8 19 13 23 -4 -16 -3 -10 -19 -7 21 -15 -22 24 26 -26 27 29 -29 -2 right_child=1 2 3 4 7 6 9 8 17 -11 -12 -13 -14 20 15 -17 -18 18 -20 -21 22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00017188048166778618 0.030542036811083435 -0.043816353773520569 0.15513017764710352 0.039901148122790192 -0.10023192213195641 -0.029237969198488645 -0.1043550907284734 0.1276773269613426 -0.076745680546100994 0.088205321881024368 0.058339555697262097 0.021477675682088908 0.062168519924368296 -0.083407734456332761 0.00098489911528823254 0.11354537741832349 -0.12790468528405516 -0.080802480445668179 0.10852965142648588 -0.1188788701430864 -0.10311290777158025 0.11470472045954963 0.01665997283998516 0.012307355690176137 0.059530983123792382 -0.051646884073413224 0.07724368121181252 0.20322238572474594 -0.022134829395362328 -0.065707329249033747 leaf_weight=8860.8990149088677 8.1453389907255822 15.838135590660388 3.1902469806373146 12.101996428566052 10.269801090766125 10.743120055463811 3.9029399789869768 2.6238687254517599 9.4781944462156407 7.9827470113523304 3.5174834714271128 8.1991776761133206 12.482222817896398 1.4459342126501753 14.004190633771943 5.3397632685373528 9.267026190645991 3.595094925040029 4.147708979275194 9.0539649358106526 10.659222628382846 2.2847850237158127 3.0404527904465803 148.0058105025746 5.7643219893434425 39.502652327952092 10.395439371233804 3.3402591645717612 3.9787717759609222 15.801928153261541 leaf_count=82285 56 133 18 104 160 139 25 24 118 54 30 69 102 19 99 98 84 39 33 78 200 36 112 1493 69 277 64 16 32 109 internal_value=0 -0.00416483 -0.0169283 0.0051857 -0.0184577 -0.0378305 -0.0164125 -0.04191 -0.0117282 0.0325931 -0.0272334 -0.0433748 0.00225697 -0.000706312 0.0494804 0.0320564 -0.0748557 -0.0329687 0.02062 -0.0702342 -0.0520342 0.0379212 -0.076531 0.00310183 -0.0125716 -0.0374894 0.0145025 -0.00635768 0.0807137 -0.0329694 internal_weight=0 398.103 133.255 64.7509 42.2167 68.5046 43.3994 30.1147 19.8449 15.4032 7.42042 27.9963 264.847 252.365 22.5342 19.344 25.1052 17.221 7.7428 19.7971 17.4304 3.73072 13.6997 234.935 86.9287 45.267 41.6617 31.2663 7.31903 23.9473 internal_count=86175 3890 1305 693 478 612 395 374 214 109 55 286 2585 2483 215 197 217 190 72 217 367 55 312 2116 623 346 277 213 48 165 is_linear=0 shrinkage=0.1 Tree=430 num_leaves=31 num_cat=0 split_feature=6 4 7 0 5 2 9 6 9 5 7 5 3 7 5 0 7 8 1 9 1 3 5 6 0 6 3 8 4 4 split_gain=0.673897 2.94826 6.47308 4.01005 3.64045 3.45687 3.53564 2.52913 3.32902 2.73307 6.35676 3.38257 3.46844 3.2269 3.71958 4.28474 2.73019 8.81193 6.35959 3.72003 4.50786 2.9171 2.64098 2.60808 3.60014 2.47929 2.47781 4.26112 2.41528 2.92483 threshold=51.514183044433601 0.10000333562493326 88.037700653076186 0.13259310275316241 2.7109100818634038 1797.0034790039065 1.1143009066581728 51.682460784912116 1.6808274388313296 2.6510967016220097 89.830139160156264 2.6018366813659672 70.163276672363295 90.432712554931655 2.6694049835205083 0.68689998984336864 86.067459106445327 83.945794545000012 101.90145111083986 1.1193306446075442 152.39299774169925 199.53859710693362 2.6299934387207036 51.625030517578132 0.11982686817646028 50.726736068725593 222.09999847412112 56.065080170000009 0.059998499229550369 0.045892000198364265 decision_type=8 8 10 10 10 10 2 8 2 8 8 10 8 8 10 10 8 8 10 2 10 10 10 10 10 8 10 10 10 10 left_child=1 -1 3 -3 -5 6 -4 8 9 10 11 -2 -13 14 -11 23 17 18 22 20 -20 -19 -9 26 -25 -8 28 -28 29 -16 right_child=7 2 5 4 -6 -7 25 16 -10 13 -12 12 -14 -15 15 -17 -18 21 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0013204125484834054 -0.0055085901600945217 -0.02530188044013796 0.030176447052816819 0.048324915150375042 0.23787114064115747 -0.082210179943548178 -0.12846158514980363 0.0089119900683836597 0.10669157153172598 -0.10663990133154377 0.0052217657490111376 0.21305375678742908 0.080513795516346257 0.023210569149283593 -0.064848921971582346 0.14487403749659897 0.00017779172290924349 -0.033753861130793497 -0.053775586091172084 -0.10152011658233105 0.094990890638119468 -0.15326233725113073 0.1496335345713245 -0.057952162637799821 0.09687855927150836 -0.026455536291155969 0.13598837168071726 -0.049395087370632314 -0.013745679680761303 -0.21240144480812542 leaf_weight=873.98897283098768 3.2662060747384194 3.5105714877136043 8.4826416602445551 2.7417203650984447 1.607278955314541 15.188909827498717 3.2672841032835978 2.1456516515459105 3.8705454878509036 4.7717766170389977 32.962365750445315 2.5358675131574246 8.9178478608373553 24.778807203700126 4.3272807038301924 1.6628843694925297 8206.0080448903973 3.1114293602295202 4.7748000435531122 4.7093051593328701 3.5521444324404001 5.944967340445146 3.5241223647026345 2.5389156829041886 3.6763506317074643 8.8011065155733377 1.8396200910210598 3.8032272348646075 4.3573546521365643 1.9482387304160509 leaf_count=11288 38 32 72 39 15 157 57 25 22 41 360 20 74 422 68 9 72793 21 30 74 30 56 31 37 81 75 13 138 35 22 internal_value=0 -0.00258645 -0.0279652 0.0542007 0.118376 -0.0460344 -0.0192974 0.00026878 0.0156716 0.0121969 0.0296214 0.0842595 0.109858 -0.00327376 -0.0259612 -0.0100226 7.18761e-05 -0.0312346 0.00796606 -0.030487 0.00968587 -0.112204 0.0963793 -0.021475 0.0336307 -0.0540717 -0.0425183 0.0110416 -0.0709425 -0.110657 internal_weight=0 917.588 43.5995 7.85957 4.349 35.7399 20.551 8339.03 105.257 101.387 47.6823 14.7199 11.4537 53.7045 28.9256 24.1539 8233.77 27.7624 18.706 13.0362 8.32694 9.0564 5.66977 22.491 6.21527 12.0684 16.2757 5.64285 10.6329 6.27552 internal_count=86175 11735 447 86 54 361 204 74440 1380 1358 492 132 94 866 444 403 73060 267 190 134 60 77 56 394 118 132 276 151 125 90 is_linear=0 shrinkage=0.1 Tree=431 num_leaves=31 num_cat=0 split_feature=9 8 7 1 6 5 1 9 6 7 1 1 2 3 6 2 8 7 6 3 7 7 1 3 6 3 8 3 8 9 split_gain=0.640056 6.0397 4.06981 4.68434 4.34793 3.7798 4.98738 1.5565 3.35079 5.09829 4.64364 8.34551 5.57749 4.57547 2.86332 6.85927 1.57256 2.09693 0.968156 2.79482 3.4004 2.53618 2.82294 3.27229 2.75729 2.73641 3.28113 3.06346 2.4091 5.32457 threshold=1.6973063349723818 88.080442725000012 86.751735687255874 106.68192672729494 51.968187332153327 2.670010089874268 109.43389892578126 1.6808274388313296 50.630205154418952 88.570766448974624 106.35115051269533 102.23339843750001 185131.03906250003 487.31999206542974 54.627439498901374 1139.1149902343752 87.622871280000012 88.833370208740249 49.680486679077156 4952.9711914062509 95.363800048828139 107.00885391235353 44.649999618530281 46.968950271606452 48.495475769042976 60.416963577270515 85.728648085000017 42.179998397827156 63.990744600000006 1.2342023253440859 decision_type=2 10 10 8 10 8 10 2 10 10 10 10 10 8 8 10 8 10 8 10 10 8 10 10 10 10 10 10 10 2 left_child=7 5 -3 -4 -5 6 -2 18 16 -10 11 12 -11 14 -12 -16 17 -9 19 21 -21 22 23 -1 -25 27 -27 -23 -24 -30 right_child=1 2 3 4 -6 -7 -8 8 9 10 13 -13 -14 -15 15 -17 -18 -19 -20 20 -22 25 28 24 -26 26 -28 -29 29 -31 leaf_value=0.05450464205875747 0.043508690896544036 -0.1147417554601789 0.13601391480475458 -0.077713938333844934 0.077120580864000199 -0.11439077394258915 -0.10195090375234508 -0.13136271884537506 0.11440212396314697 0.09880525341562385 0.13909407221416314 -0.1260877890031343 -0.068265091784170825 -0.025641667787035874 0.10840326844258992 -0.17428445813718146 0.0049656708693797957 -0.0046100654968768773 -0.00020250830372629984 0.034094737741135223 0.20027835619446319 -0.077461997687874873 -0.01229901842861379 0.011309211648189488 -0.11899854553806671 -0.11473068261146463 0.053545275039567686 -0.33488948460782408 0.038128729518586056 -0.0064870062473680662 leaf_weight=2.4871784912088497 5.7509634960442835 1.59594243147876 4.4731637947261307 3.3516447879374036 3.9522386062890291 6.5391056006774297 3.994306281208992 2.6513167098164532 6.4003074616193762 5.2205322943627852 5.7288092002272561 5.2041556974872938 3.2373186908662319 4.8372913599014291 3.1481549171730885 1.1801063045859335 6.4071341902017602 2.5706360079348087 9002.8266208642635 12.275821625040406 1.3685335968621064 2.2260028822929594 36.166307723920909 2.3738464995985851 5.1395463449734962 1.8203848520060999 3.1879169366147835 0.58344067013240408 57.945402048149845 49.684854702405573 leaf_count=47 35 131 25 22 26 75 24 26 39 44 35 31 18 26 65 10 30 14 82791 274 9 83 651 51 80 112 80 15 514 792 internal_value=0 -0.014681 0.0351171 0.0554249 0.00606929 -0.0555759 -0.016111 3.33365e-05 0.0182659 0.0337347 0.0156548 -0.02645 0.0348576 0.0542758 0.0927148 0.0313281 -0.0282326 -0.0689656 -5.92078e-05 0.00730194 0.050763 0.00363274 0.00645707 -0.0449164 -0.077828 -0.0519299 -0.00761857 -0.130922 0.0100299 0.017533 internal_weight=0 29.6574 13.373 11.777 7.30388 16.2844 9.74527 9224.67 46.5858 34.9567 28.5564 13.662 8.45785 14.8944 10.0571 4.32826 11.6291 5.22195 9178.09 175.259 13.6444 161.615 153.797 10.0006 7.51339 7.81775 5.0083 2.80944 143.797 107.63 internal_count=86175 338 204 73 48 134 59 85837 338 268 229 93 62 136 110 75 70 40 85499 2708 283 2425 2135 178 131 290 192 98 1957 1306 is_linear=0 shrinkage=0.1 Tree=432 num_leaves=31 num_cat=0 split_feature=6 1 7 4 1 0 4 1 9 9 9 1 8 4 9 8 0 4 7 4 7 4 6 3 7 1 0 2 8 4 split_gain=0.630391 3.88938 5.31611 4.79955 5.51124 4.65039 3.53777 3.52188 3.48151 9.05192 6.6121 9.00471 10.1439 9.29792 7.83971 10.6789 6.98099 6.9382 9.47721 6.31476 6.25559 5.68976 5.36188 5.25891 5.28115 4.98252 7.13426 4.8859 4.8766 11.5562 threshold=53.337013244628913 224.385368347168 89.647022247314467 1.0000000180025095e-35 74.817810058593764 0.78017500042915355 0.035191001370549209 241.24684906005862 1.2905700802803042 1.3009637594223025 1.2593680024147036 86.798252105712905 59.244131955000007 0.060400500893592841 1.2779839038848879 70.393947905000019 0.56020000576972973 0.034583000466227538 87.72849273681642 0.086001999676227583 98.050918579101577 0.039457499980926521 50.964384078979499 3193.3649902343755 90.608348846435561 68.160701751708999 0.18998345732688907 101.57119750976564 65.80944297500001 0.099994499236345305 decision_type=8 10 10 10 8 10 10 8 2 2 2 10 10 8 2 10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 left_child=1 3 6 4 -1 -6 7 -3 10 -10 -5 19 13 -13 15 -14 21 18 -16 -12 -11 -17 -23 24 -20 -21 -27 -22 29 -19 right_child=-2 2 -4 8 5 -7 -8 -9 9 20 11 12 14 -15 17 16 -18 28 23 25 27 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.073141996115220334 0.00044827495103564479 0.10579667451916513 0.089736540869309253 -0.0015481084354866466 -0.15043383415519379 0.059169971578804853 -0.041244869230847636 0.0008960074672329408 0.040123622602292165 0.002560497855056409 -0.088068652463586319 0.11244250348412464 -0.095001171372811943 -0.041284508872306371 -0.12954332038247532 -0.10369913626229053 0.097178003988067529 -0.11614325263387121 0.041724281692802151 0.12061662117928434 0.091844427477663609 0.050712818761192192 -0.031967117208408495 0.14095996008167805 -0.11713912628811037 -0.13301009186118179 0.073006587191603495 -0.089450082433001468 0.044580592838731566 0.1460299409196156 leaf_weight=2.0102558247735915 7054.0938609378727 4.8941152002662429 10.854768687859176 1473.4173287115627 6.0494771276717083 1.2829916752671122 9.6881073862314206 9.2486049998551607 66.218027743947459 399.79214644386957 28.637010009086225 11.739282054826615 24.546351744327694 5.9178481884300735 7.6470346131827709 8.1396728338440862 4.9663247782737008 5.8515242810826731 5.1926304349908587 2.7113604396581623 1.7006166076898797 10.233723632758482 33.584098615217954 2.5521033052355042 3.5050872358260676 3.713588923215867 3.0709239575080574 11.808723174559416 36.04257107176818 2.3590991385281086 leaf_count=16 60169 46 74 14041 105 26 62 81 612 8020 352 78 335 60 177 79 44 130 56 18 68 83 217 20 50 32 28 896 187 13 internal_value=0 -0.00149144 0.0317294 -0.00202424 -0.0735436 -0.113759 0.00530755 0.0371971 -0.00171394 0.00579846 -0.0038661 -0.020908 -0.0106326 0.0609204 -0.0193688 -0.0398673 -0.0160928 0.0070765 -0.0436476 -0.0646354 0.000298977 -0.0269198 -0.0126571 0.0147398 -0.022296 0.00603294 -0.0397592 -0.0666279 0.0287365 -0.0408149 internal_weight=0 2197.38 34.6856 2162.69 9.34272 7.33247 23.8308 14.1427 2153.35 479.52 1673.83 200.41 162.277 17.6571 144.62 81.4702 56.9238 63.1501 18.8969 38.1329 413.301 51.9575 43.8178 11.2498 8.69772 9.49587 6.78451 13.5093 44.2532 8.21062 internal_count=86175 26006 263 25743 147 131 189 127 25596 9596 16000 1959 1529 138 1391 758 423 633 303 430 8984 379 300 126 106 78 60 964 330 143 is_linear=0 shrinkage=0.1 Tree=433 num_leaves=31 num_cat=0 split_feature=6 2 6 8 7 9 8 8 7 1 9 5 1 0 3 1 0 4 2 5 3 4 0 7 1 6 8 2 0 9 split_gain=0.646423 3.54268 5.36032 7.92903 10.2608 4.24817 5.9004 5.24164 5.52889 5.12841 4.96103 6.43348 4.61824 4.52049 4.0995 6.09646 5.29684 5.78481 8.46818 7.10045 9.30516 6.35708 5.74721 5.16142 4.58726 4.31021 4.08355 3.95942 3.94726 4.42436 threshold=59.189291000366218 119.61317062377931 59.888229370117195 59.244131955000007 106.21330642700197 1.11765992641449 68.008555565000009 73.35557599000002 109.19346237182619 119.12260055541994 1.204683840274811 2.5600099563598637 157.25249481201175 0.32999996840953832 52.958499908447273 164.55944824218753 0.020016759634017948 0.14539666473865512 700.32751464843761 2.5751932859420781 15.033600330352785 0.10998599976301195 0.072695001959800734 103.21296691894533 150.86499786376956 61.314634323120124 86.904427585000022 624.97500610351574 0.23460324108600619 1.1143009066581728 decision_type=10 10 10 10 10 2 10 10 8 10 2 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 2 left_child=-1 2 3 -2 -5 12 10 9 -9 -8 11 -7 28 -10 16 24 -3 19 -19 20 23 -22 -23 -18 -16 -26 -15 -24 -4 -30 right_child=1 14 5 4 -6 6 7 8 13 -11 -12 -13 -14 26 15 -17 17 18 -20 -21 21 22 27 -25 25 -27 -28 -29 29 -31 leaf_value=0.00023047292281503488 -0.08793462986704631 0.13143418674619642 0.070370834371452695 0.0197619918067998 -0.12242250136972609 -0.020178300150595921 0.077948284416804015 -0.042651653061427305 -0.021598212652641606 -0.052927626297900127 -0.017017988761695173 -0.14365342989848634 -0.055521534552771749 0.077725589478222529 -0.0026599339787120512 -0.061986125994260205 -0.12008248131679947 0.0030537414726021527 -0.11511282404111133 0.05785911836507196 -0.023688470432847358 -0.083021344511459302 0.12118193555614354 0.035456218193804193 0.010166627407622961 0.15389402226246071 -0.0099475524836863064 -0.001488147679623986 0.0053220983273511643 0.16209779995426363 leaf_weight=8519.2983584847971 21.156134774982092 3.9069426953792563 13.384584582230671 25.240081549738537 6.3529917303094399 7.5627144314348724 13.038525683805348 35.687275174306706 22.216008703690022 3.8865632414817801 21.641892464183911 9.5462686493992788 8.7643357347697002 13.149744729511442 290.15645556733944 17.067608500132337 8.0732167770984216 46.765075851348229 6.9682320834253906 43.4192113783065 12.987927271868104 2.1502274349331882 11.108590268064289 2.8998324060230507 4.8664331808686239 3.6525479517877102 8.9137962165987101 3.4478751346468917 57.369475028456691 1.8583935499191273 leaf_count=79987 140 19 122 247 66 38 76 308 177 24 385 47 59 96 2154 130 79 301 51 271 98 10 67 35 39 25 190 21 904 9 internal_value=0 -0.00287557 -0.0119645 -0.0405563 -0.00882962 -0.00501493 -0.0158518 -0.00266196 -0.0133624 0.0478948 -0.0488314 -0.0890735 0.0130485 0.0102434 0.00248415 -0.00385811 0.0166136 0.0133586 -0.0122703 0.0297361 -0.000289768 0.0287881 0.0695838 -0.0789785 -0.000536423 0.0717903 0.0423051 0.092126 0.0213249 0.0102413 internal_weight=0 727.239 269.769 52.7492 31.5931 217.02 135.643 96.8919 79.9668 16.9251 38.7509 17.109 81.3768 44.2795 457.47 315.743 141.727 137.82 53.7333 84.0869 40.6677 29.6946 16.7067 10.973 298.675 8.51898 22.0635 14.5565 72.6125 59.2279 internal_count=86175 6188 2888 453 313 2435 1341 871 771 100 470 85 1094 463 3300 2348 952 933 352 581 310 196 98 114 2218 64 286 88 1035 913 is_linear=0 shrinkage=0.1 Tree=434 num_leaves=31 num_cat=0 split_feature=8 8 1 3 2 8 9 7 3 9 9 8 0 7 1 9 9 7 7 9 3 9 3 3 8 2 9 9 9 8 split_gain=0.64457 5.88671 16.1802 10.7689 8.57583 5.84997 14.7969 8.46692 9.43543 8.19342 6.48673 5.25599 9.57609 9.42631 7.09006 10.7753 9.10354 8.69587 8.27538 6.13618 5.77217 5.76181 5.52052 5.06678 4.97636 10.4197 4.69395 15.4478 21.4215 21.243 threshold=83.598192555000011 83.507371530000015 82.004386901855483 66.740806579589858 635.75497436523449 83.823592210000001 1.1392991542816164 91.875728607177749 2009.330017089844 1.1092507839202883 1.1342637538909914 83.723137205000015 0.13002999871969226 93.006793975830092 83.832332611083999 1.222699046134949 1.3268429040908816 98.23557281494142 100.87987136840822 1.3185774087905886 7.1803932189941415 1.222699046134949 3.3227499723434453 239.47029876708987 83.673071915000023 960.48999023437511 1.1744956374168398 1.2593680024147036 1.2797898054122927 86.805891860000017 decision_type=8 10 10 10 10 8 2 8 10 2 2 10 8 10 10 2 2 10 8 2 10 2 10 8 8 10 2 2 2 8 left_child=1 -1 4 -4 -3 6 9 -8 11 -2 -11 12 24 -14 19 20 18 -18 -17 21 -16 22 -13 -22 -9 -26 -7 29 -29 -28 right_child=5 2 3 -5 -6 26 7 8 -10 10 -12 14 13 -15 15 16 17 -19 -20 -21 23 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=-0.00015286188493000724 -0.0031109857622697913 -0.010601019216816873 0.064927520392145721 -0.090374960347865671 0.16545305421392958 -0.010642072963202754 0.048744688435224927 -0.036358209342138979 0.11824008099663211 0.13446671139101407 0.047826260479164599 0.033098648964540137 -0.03571119789177344 0.068232864140566313 0.066040163389456785 0.050175816383634865 0.054326676391331652 -0.1290776407866788 0.18541928633653776 -0.084118198659848431 -0.11614358500634409 0.095765321101121612 -0.10984589692879534 0.021657871051195821 -0.071127693876177567 -0.28432157117612128 0.054199017120954887 -0.053015227268293441 0.0038204493614457514 -0.10109369989028463 leaf_weight=7787.3323620010951 12.389535510912536 6.0592208458110672 5.2171831876039496 30.966129945591092 5.0920255519449711 346.67861606200313 33.698251265101135 9.0073826536536234 5.7852539680898181 17.493790924549103 17.076880745589733 5.8563114702701586 31.88806270994246 12.010638579726217 4.1318698003888157 10.373286530375486 8.3338795974850637 3.7477713301777831 8.0240647420287114 13.010396860539911 8.1202168464660609 5.1254689283668986 5.0156729593873024 3.9740891829133043 7.3983475863933545 3.3217863813042641 93.071249262429774 73.720948246282205 660.05386506733794 9.729596755892997 leaf_count=64594 74 46 24 224 30 4272 204 59 30 75 85 25 175 79 23 64 42 22 43 82 42 64 23 20 45 20 863 1070 10665 3091 internal_value=0 -0.00036657 -0.0355251 -0.0679823 0.0697911 0.00195663 0.0167072 0.00358842 -0.00689697 0.0666631 0.0916689 -0.0120926 -0.033279 -0.00727221 0.00571167 0.0298282 0.0648743 -0.002566 0.109163 -0.0331181 -0.0360018 0.00835927 -0.0328473 -0.0708632 -0.0911506 -0.137189 -0.000858007 0.00319653 -0.00188972 0.0395013 internal_weight=0 7834.67 47.3346 36.1833 11.1512 1409.04 225.783 178.823 145.125 46.9602 34.5707 139.339 63.6262 43.8987 75.713 46.7052 30.479 12.0817 18.3974 29.0079 16.2262 15.9975 10.872 12.0943 19.7275 10.7201 1183.25 836.576 733.775 102.801 internal_count=86175 64918 324 248 76 21257 1296 1062 858 234 160 828 378 254 450 256 171 64 107 194 85 112 48 62 124 65 19961 15689 11735 3954 is_linear=0 shrinkage=0.1 Tree=435 num_leaves=31 num_cat=0 split_feature=8 8 3 8 9 6 2 0 9 9 1 2 3 9 3 8 2 9 9 8 3 3 9 1 2 8 3 9 7 9 split_gain=0.658688 12.696 23.1644 10.598 16.2082 9.22044 7.80944 7.33425 10.42 8.50699 7.2398 7.18373 11.6241 6.20441 5.7639 5.64441 9.2005 5.18163 51.9178 4.92333 4.54154 5.16005 4.9347 5.75671 4.89506 9.75116 8.97733 6.52641 6.33747 5.56611 threshold=76.018680405000012 78.137514370000019 48.10499572753907 75.674278365000006 1.33274382352829 61.553859710693366 9242.6884765625018 0.34000007808208471 1.4366575479507449 1.4507968425750735 81.06995010375978 257.26513671875006 50.295619964599616 1.087821424007416 186.54541015625003 77.190249095000013 307.81477355957037 1.2661221623420718 1.2677250504493716 77.859354915000011 20.755000114440922 16.234395027160648 1.112635135650635 131.06404876708987 458.76499938964849 81.360097850000017 87.225002288818374 1.2425089478492739 94.479389190673842 1.6483626961708071 decision_type=10 10 8 10 2 8 10 8 2 2 10 10 8 2 10 10 10 2 2 8 10 8 2 10 10 10 10 2 10 2 left_child=3 2 6 -1 5 -5 15 19 10 -10 17 12 -7 -3 -13 -2 -17 -9 -19 -4 21 -15 -23 -24 25 27 28 -22 -26 -27 right_child=1 13 7 4 -6 11 -8 8 9 -11 -12 14 -14 20 -16 16 -18 18 -20 -21 24 22 23 -25 26 29 -28 -29 -30 -31 leaf_value=0.00013205987887079473 0.04430549887362932 -0.10314450077560661 0.025554801936142804 -0.10974640792533444 -0.11298816858170527 0.12189762296880512 -0.065523382760424811 -0.075038018410523363 0.087186944611668052 -0.047281832176616627 -0.12364537914051588 0.1110156689151358 -0.096260446176667028 -0.0045053120261582735 0.023260118254465736 0.08122225742566741 -0.090610128864874781 0.33140490993198801 -0.10886259050584193 -0.090731991661590725 0.060237976647369754 0.027089450302682772 -0.062333727643992844 0.10224853524547457 -0.018164628119293844 0.0035912138764232614 0.0023615356113492096 -0.034424344449177045 -0.10215450086777805 0.050638844166169164 leaf_weight=6650.4668515650446 54.650425225598156 5.7356227316631694 17.548811685592231 3.0121659818105391 6.0149317695759228 4.1904530674219105 9.7836579065769893 48.4030727064237 7.5350655950605896 12.525049451738594 23.868085345253348 30.234640974551439 5.8549029380083093 278.10781544866768 9.9469458572566491 4.9022354443150098 8.5519103556871396 3.4737707003951064 11.698797630146144 4.5938993228483005 54.678452700376511 9.2574173919856531 39.835147518257145 2.2450144065369377 140.07679687289055 492.73996643646387 1252.1870550340536 8.4023602679371816 9.5995059050619584 26.498739018454216 leaf_count=59908 453 434 156 28 296 39 242 732 56 90 201 211 27 2697 49 37 56 24 194 34 308 48 447 28 1452 5289 12007 71 262 299 internal_value=0 -0.00138711 -0.0250833 0.000507199 0.0426115 0.0601911 0.0180199 -0.0509785 -0.061773 0.0032279 -0.0766846 0.0703825 -0.0052551 0.000733208 0.0892918 0.0300214 -0.0280002 -0.0590542 -0.00806302 0.00142904 0.000990727 -0.00988239 -0.0390113 -0.0535531 0.00279605 0.0105026 -0.000405169 0.047629 -0.0235513 0.00599223 internal_weight=0 2526.9 207.535 6709.72 59.254 53.2391 77.8882 129.647 107.504 20.0601 87.4437 50.2269 10.0454 2319.36 40.1816 68.1046 13.4541 63.5756 15.1726 22.1427 2313.63 329.445 51.3376 42.0802 1984.18 582.32 1401.86 63.0808 149.676 519.239 internal_count=86175 25617 2275 60558 650 354 788 1487 1297 146 1151 326 66 23342 260 546 93 950 218 190 22908 3220 523 475 19688 5967 13721 379 1714 5588 is_linear=0 shrinkage=0.1 Tree=436 num_leaves=31 num_cat=0 split_feature=7 7 9 9 0 8 8 9 3 8 8 8 8 5 8 3 9 8 0 1 8 8 8 6 1 1 9 9 8 1 split_gain=0.654515 5.21398 3.34799 14.0139 25.0737 42.1121 12.1086 11.8754 24.3603 24.3474 21.81 32.1689 24.1834 18.7818 15.4429 14.9931 16.1995 16.5506 13.0684 12.5475 10.6227 14.694 11.5536 10.0078 9.43692 12.9711 9.21751 8.28948 9.69752 11.6653 threshold=97.963802337646499 98.23557281494142 1.2459819912910464 1.219445586204529 0.026010000146925453 78.137514370000019 82.915767860000017 1.2924330830574038 71.927349090576186 82.251262175000008 76.526457160000021 73.722831840000012 72.792983550000017 2.6300150156021123 71.67887041500002 406.54499816894537 1.2644609808921816 83.123132410000011 0.089829999953508391 184.69504547119143 75.824262485000006 75.674278365000006 77.631868635000018 56.100383758544929 78.060043334960952 71.164203643798842 1.2358905673027041 1.2887282371520998 59.86349009500001 128.74700164794925 decision_type=8 8 2 2 10 10 10 2 8 10 8 10 10 8 10 10 2 10 10 8 8 8 10 8 8 8 2 2 10 8 left_child=-1 -2 3 -3 5 -5 24 8 10 20 11 12 14 -14 27 16 -11 -18 -17 23 21 -10 -22 -19 25 -7 -27 28 29 -4 right_child=1 2 7 4 -6 6 -8 -9 9 15 -12 -13 13 -15 -16 18 17 19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00098780116086270267 0.027281129674414629 0.00051100792682500331 0.14295443463132448 -0.11573861574431979 0.011820720711126276 -0.013605209903647015 0.063997820813664397 -0.0021984380284524245 -0.015423121177966598 0.0644248102655266 -0.038461095179466817 0.1088966578216658 0.012603295677666214 -0.12437041755506606 0.12591564614777359 0.071694843639470526 -0.091418181855965133 -0.12125571024186997 -0.13359847435463928 -0.21114216563907728 -0.10672049400369613 0.16118347158215979 -0.020514059884632705 0.043131913446374452 -0.045333078318900766 0.27186470392805262 0.028744761775748473 0.097287847259292792 -0.017118968110765929 -0.067030292448871071 leaf_weight=3942.3658384363102 72.858091920280003 3268.9870396364199 9.3627353906631434 58.678564251000353 125.30003433692036 20.551291650161151 17.961118387116585 1064.053298565063 121.02796534518711 28.376308332226472 29.838976652137717 68.034156557172537 27.683223906904459 15.681166902184485 22.482171900570393 67.137250237516128 24.351465970277786 4.1393107563781077 3.2509322836122001 2.3692670613527289 28.000616548211838 4.9019487947225562 34.953901540488005 35.167954304488376 68.068976003676653 3.137663844972848 3.1003731116652489 13.947471272200344 35.685754873789847 3.687553247436882 leaf_count=37378 615 27096 51 1050 1407 213 149 12743 982 252 418 441 153 82 115 367 102 173 149 10 875 22 389 168 366 27 24 71 229 58 internal_value=0 0.000714894 0.000343378 -0.00137797 -0.0221835 -0.0470276 -0.0112903 0.00407662 0.0155871 -0.000808821 0.0412 0.0532928 0.0238603 -0.0369283 0.0548125 0.0272812 0.00123581 -0.0259204 0.0622132 0.0123497 -0.025316 -0.00854853 -0.0588566 0.0258208 -0.0255459 0.0247313 0.151031 0.0293105 0.00985643 0.0836201 internal_weight=0 5282.78 5209.92 3565.79 296.798 171.498 112.819 1644.13 580.08 353.677 226.403 196.564 128.53 43.3644 85.1657 164.792 94.4043 66.028 70.3882 41.6765 188.884 125.93 62.9545 39.3073 94.8583 26.7893 6.23804 62.6835 48.736 13.0503 internal_count=86175 48797 48182 30332 3236 1829 779 17850 5107 3489 1618 1200 759 235 524 1221 705 453 516 351 2268 1004 1264 341 630 264 51 409 338 109 is_linear=0 shrinkage=0.1 Tree=437 num_leaves=31 num_cat=0 split_feature=4 1 0 7 0 0 6 7 0 2 7 0 0 6 1 0 6 7 8 3 3 1 0 0 4 4 9 9 9 5 split_gain=0.62079 0.963159 1.45979 1.18833 1.02816 1.83652 0.927003 1.09927 0.782716 1.01583 1.09005 0.781973 1.64065 1.41669 1.32605 0.752922 0.694548 4.6208 3.66487 3.52172 2.94233 2.51762 3.39432 4.01696 4.13319 5.15304 4.1154 4.87502 3.67435 3.51677 threshold=0.28014999628067022 119.78649902343751 1.0609999895095827 103.77054595947267 0.3790500015020371 0.41564999520778662 68.044853210449233 104.20518112182619 1.7934499979019167 21.717584609985355 103.77054595947267 1.5820000171661379 1.4203000068664553 51.514183044433601 64.890895843505874 0.4379699975252152 63.199125289916999 103.0540237426758 47.108760685000007 1154.7149658203127 257.75955200195318 53.155000686645515 -0.63104999065399159 0.13527975976467135 0.14999667555093768 0.17531999945640567 1.232557535171509 1.2833399772644045 1.2677250504493716 2.5491399765014653 decision_type=10 10 10 8 10 10 10 8 10 10 10 10 10 8 10 10 10 8 10 8 10 10 10 10 10 8 2 2 2 10 left_child=8 2 3 -2 -5 -6 7 -7 11 10 -10 12 16 -13 -14 -9 -1 20 -19 21 -18 -20 -23 -24 29 28 -27 -28 -26 -25 right_child=1 -3 -4 4 5 6 -8 15 9 -11 -12 13 14 -15 -16 -17 17 18 19 -21 -22 22 23 24 25 26 27 -29 -30 -31 leaf_value=-5.484508288750704e-05 -0.11976136176335435 -0.14579844553651958 0.074789637930243347 -0.11144412581868315 0.15258480369104832 0.11556415495119561 0.085299767287692715 0.031835126127345729 0.0805122632578011 -0.078378521299289253 -0.1071675642238112 0.15150972553121123 -0.13560247860365973 0.014583364897531743 -0.02406967968991041 -0.10367107298224265 0.063638854050895768 -0.07836239019277759 -0.092427917263791737 -0.11152101119775581 -0.013161257170862296 -0.083126199767757647 0.062481697393973315 0.0099445746561565209 0.1349896664547946 0.050210572914747446 -0.1449094687291595 0.010885668998431977 0.021710860825888554 -0.05965747400202346 leaf_weight=9073.5569851676919 1.386149108119296 0.63296327542411734 1.4037811777816385 0.90586620577369092 0.7092441665008663 0.35147553228307593 0.62621138215035888 0.52575054834596846 1.0326606055787113 2.7850512541863282 0.44188890655641433 0.9187373808817928 1.495670451731711 4.255854160823219 3.7106868416667567 1.8631962214967641 19.842991596757205 6.0730469602931398 2.5018665302777654 2.6285901200026265 6.663713712245225 3.7472535595297805 13.985524912073741 15.104614947456868 6.0634904373437148 6.7773850797675577 3.4810602366924268 4.7479233022313565 5.4255567681975663 13.976701159786897 leaf_count=83722 23 12 70 259 5 5 267 5 79 205 23 12 28 101 86 298 151 83 35 23 51 20 94 129 48 61 18 44 64 154 internal_value=0 -0.0271786 -0.0175176 -0.0378664 -0.0150795 0.00633761 -0.0244721 -0.049556 1.15629e-05 -0.042845 0.0242689 3.14164e-05 9.53339e-06 0.0388943 -0.0561106 -0.0738494 4.13456e-05 0.00790293 -0.00352255 0.00227177 0.0443315 0.00621728 0.00958379 0.014578 0.00252333 0.0310938 -0.00749401 -0.0550195 0.0814952 -0.0235067 internal_weight=0 8.40464 7.77167 6.36789 4.98174 4.07588 3.36663 2.74042 9199.22 4.2596 1.47455 9194.96 9189.78 5.17459 5.20636 2.38895 9184.58 111.02 84.513 78.44 26.5067 75.8114 73.3095 69.5623 55.5767 26.4954 15.0064 8.22898 11.489 29.0813 internal_count=86175 944 932 862 839 580 575 308 85231 307 102 84924 84811 113 114 303 84697 975 773 690 202 667 632 612 518 235 123 62 112 283 is_linear=0 shrinkage=0.1 Tree=438 num_leaves=31 num_cat=0 split_feature=9 9 8 3 7 8 0 8 1 6 2 8 1 7 1 3 8 8 5 2 9 9 1 5 9 8 0 5 6 8 split_gain=0.618836 5.66987 11.3268 7.56348 6.48605 6.15453 5.26787 5.27893 6.76767 6.3813 5.31384 5.43527 4.11149 4.16274 3.81154 4.93628 3.33605 14.4951 9.40243 7.59877 6.36104 6.09605 5.8919 4.12534 9.21633 5.0372 4.01224 7.44423 3.26255 3.04262 threshold=1.5525022745132449 1.539929270744324 88.353219990000014 134.34804534912112 100.7435646057129 74.075884320000014 0.099210001528263106 88.27951542000001 98.131198883056655 50.964384078979499 524.88000488281261 75.064407355000014 113.76994705200197 96.977798461914077 70.174999237060561 9.1297502517700213 88.226823920000015 87.952414245000014 2.6000032424926762 288227.26562500006 1.6973063349723818 1.5715809464454653 122.49349975585939 2.689985036849976 1.5838068723678591 87.785873745000018 0.13002999871969226 2.6600034236907963 56.785594940185554 73.93013833000002 decision_type=2 2 8 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 8 8 2 2 10 10 2 10 8 8 8 10 left_child=1 -1 3 -3 5 -5 7 8 10 -9 11 29 13 -7 15 -8 17 23 -18 21 -19 -20 26 -16 -25 -26 27 -23 -17 -2 right_child=6 2 -4 4 -6 12 14 9 -10 -11 -12 -13 -14 -15 16 28 18 20 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-2.404263654066351e-05 -0.012991813909807299 0.10819734140307213 -0.10711845923803981 -0.11429163224241511 -0.050704573366089328 -0.019493984275569171 -0.11232530082977317 -0.063761283507415362 -0.09520032706812917 0.15728785894550867 -0.064655022533628245 -0.083606026455490909 0.13640318950707964 0.099155397124885858 -0.002031930708368226 0.23067285747847702 0.14024668920466077 -0.1136099299739535 0.087354290710438334 0.1221010015536431 0.013333248453530866 0.13507614718619537 0.066386666329314489 0.1450417166221073 0.027115337747534975 -0.12817565540610917 -0.090193332538861137 -0.064742009646958656 0.057804570423757362 0.10526122777903819 leaf_weight=8740.6095330229873 3.2356846599141154 14.959459243371382 5.0901714916108167 2.0027158036464305 8.8502729898318631 6.3234463743865508 1.0586683733345115 2.3587998378789043 17.298201179579337 2.9259211365133524 10.910690471268024 3.1901511666364959 6.2093017804436377 5.5542689561843872 278.59011974876921 1.8288748358609153 6.0947274865029604 16.563956978148784 5.1642884314060238 4.8827256825752547 5.1824140213429919 2.7211530837230358 4.9855181726161382 6.3073639295289494 12.251468990212741 2.5181252255570135 12.67492265818874 5.9220348174567343 2.7087790241930634 6.6426264122128487 leaf_count=80077 29 127 195 189 60 39 51 46 368 17 175 34 36 32 2632 15 40 486 26 50 45 16 51 486 403 46 246 70 47 41 internal_value=0 0.000166102 0.0340912 0.0504645 0.0206217 0.0520436 -0.00378096 -0.0354786 -0.0475265 0.0586241 -0.0131353 0.0298779 0.0704613 0.035989 0.000213858 0.082114 -0.00104581 -0.00452544 0.0253034 0.0060314 -0.0833579 -0.0119786 -0.0314809 0.00119531 0.0438522 0.000639176 -0.0543686 -0.00183284 0.127478 0.0665269 internal_weight=0 8789.6 48.9896 43.8995 28.94 20.0897 416.017 46.5621 41.2774 5.28472 23.9792 13.0685 18.087 11.8777 369.455 5.59632 363.859 321.413 42.4454 36.3506 21.7464 31.4679 26.3036 299.667 21.077 14.7696 21.3181 8.64319 4.53765 9.87831 internal_count=86175 80755 678 483 356 296 5420 710 647 63 279 104 107 71 4710 113 4597 4098 499 459 531 409 383 3567 935 449 332 86 62 70 is_linear=0 shrinkage=0.1 Tree=439 num_leaves=31 num_cat=0 split_feature=4 4 6 1 6 0 0 6 2 2 7 2 1 6 8 8 0 9 7 1 5 8 8 9 9 9 7 9 6 8 split_gain=0.58391 2.8331 4.03258 3.15571 4.8549 7.91804 5.80569 5.13955 3.77944 5.93364 4.42691 2.97131 2.95177 7.09151 6.81026 5.29928 4.99859 3.97458 3.11893 3.04508 3.02523 2.74715 8.54396 7.23416 5.66602 4.97992 3.53586 5.85509 4.26235 5.0527 threshold=0.13950666785240176 0.15003500133752826 51.457010269165046 109.12834930419923 63.199125289916999 0.27005000412464147 0.57029998302459728 61.314634323120124 856.39001464843761 297.30000305175787 99.809799194335952 515.77999877929699 99.708000183105483 58.043684005737312 63.990744600000006 68.008555565000009 0.33003500103950506 1.1644290089607241 95.87570953369142 103.47080230712892 2.5777766704559331 37.490001645000007 46.426018395000007 1.048164486885071 1.0349020361900332 1.016515374183655 86.067459106445327 1.2509382963180544 56.785594940185554 61.931032750000007 decision_type=10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 2 8 10 10 10 10 2 2 2 10 2 10 10 left_child=-1 2 -2 12 5 8 7 -7 9 -5 11 -11 -3 14 -14 20 18 19 -15 -18 -16 -4 23 24 25 -23 27 28 29 -24 right_child=1 3 21 4 -6 6 -8 -9 -10 10 -12 -13 13 16 15 -17 17 -19 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00025970803119284934 0.084445160916752915 0.0010866966506992033 -0.037601361723156451 0.098958779839393551 0.085411500764176973 -0.043578480809022324 0.027153821036228373 -0.19792273601792004 0.089911820477299217 0.096385564738891871 -0.090000488838539117 -0.023838593624162945 0.0064689909580740064 -0.039866988618302311 -0.036379580354649999 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29 16 75 22 48 1394 55 106 31 internal_value=0 -0.00233164 -0.0104864 0.00124153 0.0217635 0.0104555 -0.0306064 -0.0695584 0.0441215 0.0178967 -0.0186805 0.0263318 -0.001033 -0.0239138 -0.0577892 -0.095478 0.0166551 -0.0372611 0.0561384 -0.0855801 -0.13996 -0.0119204 -0.00825472 0.044302 -0.00105549 0.0392569 -0.0146206 0.0260197 0.0495939 -0.0177508 internal_weight=0 972.292 296.23 676.062 67.4541 57.2778 25.8045 15.4114 31.4733 20.0121 13.7898 8.45412 608.608 51.6014 28.1205 17.7246 23.4809 9.92622 13.5547 6.27019 10.6658 291.822 255.37 27.5899 15.4598 10.7106 227.781 19.569 16.5036 5.98814 internal_count=86175 8060 2106 5954 534 417 229 122 188 129 85 50 5420 405 216 129 189 112 77 72 93 2038 1776 174 99 77 1602 208 153 47 is_linear=0 shrinkage=0.1 Tree=440 num_leaves=31 num_cat=0 split_feature=8 9 4 5 8 6 5 4 4 5 7 7 7 7 0 5 3 6 8 9 0 2 0 4 2 1 8 0 1 0 split_gain=0.588614 2.37868 2.2676 2.38683 2.10362 7.01242 6.17166 2.94984 3.06705 5.39812 2.97548 2.76096 2.51764 4.58865 4.43274 3.62565 3.01408 4.80431 5.28765 4.92549 3.45323 4.63181 3.92885 2.93122 2.96575 2.37167 2.18595 4.792 3.17786 2.94755 threshold=11.539578135000001 1.1010892987251284 0.046223001554608352 2.746313333511353 8.0257143200000005 51.824907302856452 2.6928167343139653 0.062998499721288695 0.10809033364057542 2.6050050258636479 92.67895889282228 88.430774688720717 92.333343505859389 91.054950714111342 0.064226582646369948 2.7109100818634038 113.11325073242189 53.654310226440437 2.0011106370000005 1.0198619961738589 0.58004999160766613 677.77099609375011 0.49205000698566442 0.1563455015420914 1518.3919067382815 124.22424697875978 2.0011106370000005 0.26940321922302252 89.910800933837905 0.21740001440048221 decision_type=10 2 8 10 8 8 10 8 10 8 8 10 8 8 10 8 8 8 10 2 10 10 10 8 8 10 10 8 10 8 left_child=1 2 3 -1 12 6 -6 -7 9 -9 -11 -8 13 26 -14 16 20 18 -18 -19 21 22 25 24 -21 -16 29 -28 -29 -4 right_child=-2 -3 4 -5 5 7 11 8 -10 10 -12 -13 14 -15 15 -17 17 19 -20 23 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.11783733658269997 -0.00011466686372699114 -0.10032112576726099 0.025688046372836212 0.020875177073887426 -0.10455570608346305 0.15855142481612505 -0.048587603438517632 -0.071352534796932085 0.11416732266426158 -0.066311362393862525 0.066472756175633557 0.061120203116076854 -0.10912924676301641 0.098581119198623182 0.010845423160873906 -0.13788555984261458 -0.061608836202983436 0.090161566171087754 0.061401154892580218 -0.11827530567849397 -0.08604481954246844 0.12038104930811817 0.11883634848544292 -0.0013195885891597002 0.006047766771671491 -0.10051272970963515 0.13450050466661181 0.044500398680739628 -0.053766701251796979 -0.13926357017511576 leaf_weight=2.8758935211221797 9050.64658737016 2.0645516420786398 2.0955194607377114 2.1813991740345955 6.1783738527447012 2.5376409664750099 3.5428181868046504 4.2667172029614546 5.3601407259702674 1.8744321167469049 16.929550941786147 6.5075725317001343 4.1576619036459297 6.7351228534971588 10.76651170819242 1.9146096970798669 5.0626560859382161 2.2047777304005676 11.281437892466784 9.9447983112186158 2.3403068569896268 5.5720426179468623 2.9485106042411635 4.6792643740773228 2.3775459602475175 2.3256685249507418 2.9963849224150128 6.4533303410862626 6.7156295329332352 2.2426642440259457 leaf_count=39 80770 3338 15 12 46 16 38 24 41 13 188 37 94 62 99 598 58 223 75 96 33 34 25 37 20 13 23 45 37 26 internal_value=0 0.00626152 0.00777835 -0.0580055 0.0101545 0.0273435 -0.0259032 0.055247 0.0460264 0.0301949 0.0532365 0.0224476 0.00141367 0.0269682 -0.00920109 -0.00243652 0.00192175 -0.0165524 0.0232983 -0.0504641 0.0293405 0.0418349 0.0145504 -0.0687006 -0.0942877 -0.00893601 0.00344439 0.0203592 -0.00561179 -0.0595852 internal_weight=0 147.134 145.069 5.05729 140.012 47.1972 16.2288 30.9685 28.4308 23.0707 18.804 10.0504 92.8144 27.2387 65.5758 61.4181 59.5035 35.5505 16.3441 19.2064 23.953 21.6127 16.0407 17.0016 12.3223 13.0922 20.5035 16.1653 13.169 4.33818 internal_count=86175 5405 2067 51 2016 403 121 282 266 225 201 75 1613 208 1405 1311 713 509 133 376 204 171 137 153 116 112 146 105 82 41 is_linear=0 shrinkage=0.1 Tree=441 num_leaves=31 num_cat=0 split_feature=8 9 1 3 7 6 1 5 9 8 1 8 1 3 6 2 0 0 6 6 3 3 6 8 4 0 0 1 2 5 split_gain=0.579585 10.5458 4.28772 6.91133 5.54538 5.04772 4.25371 7.46125 7.65134 5.41204 4.11877 3.91939 4.02655 3.70896 3.59782 5.37537 3.589 3.32948 2.91207 2.85004 2.7209 2.60389 2.49207 2.28291 4.63545 5.34448 3.76083 3.42143 2.22021 2.08817 threshold=88.484342550000022 1.5335874557495119 126.77050018310548 18.757300376892093 91.650299072265639 50.105657577514656 139.81220245361331 2.6593050956726079 1.521198630332947 88.902841900000013 110.03092193603517 88.734023525000012 42.885000228881843 129.12750244140628 51.911022186279304 2077.4470214843755 0.24904999881982806 0.18998345732688907 53.69075012207032 50.41822814941407 266.79499816894537 2305.724975585938 51.001256942749031 88.353219990000014 0.089999500662088408 0.12999981641769412 -0.012469999957829712 35.254999160766609 214.95999908447268 2.5900232791900639 decision_type=10 2 10 10 10 10 10 10 2 8 10 10 10 10 8 10 10 10 8 8 8 10 8 10 10 10 10 8 10 8 left_child=23 2 3 5 13 -2 9 8 16 17 -7 12 -6 14 -5 -16 -8 -4 -15 -11 -9 -3 -23 -1 25 26 -25 -28 -27 -29 right_child=1 21 6 4 11 10 7 20 -10 19 -12 -13 -14 18 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 28 27 29 -30 -31 leaf_value=1.5549430072532499e-06 -0.23582185745590381 -0.11055401461279091 0.11497652038136855 0.089657777504303315 0.10824063899364433 0.083185624393725358 -0.17051028503824839 0.1346106124397034 0.07636917522172737 -0.14738137095518636 -0.10192610142221813 0.1071099775563851 -0.089854471141083261 0.13642371821806965 0.089991307163721335 -0.16896517790420856 -0.021779485101378133 -0.025285823623949377 -0.04050666212496315 -0.040715838861271857 0.027829681098702139 0.15840049221794836 -0.10289717508475105 -0.20658432776905836 0.071669450217619057 0.05639706915239278 -0.23509418300683202 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0.0910474 -0.0890559 0.0340212 -8.82541e-05 -0.0279932 -0.043909 0.0078325 0.0235791 -0.0848993 0.0363258 internal_weight=0 84.3732 74.5321 36.5098 30.4967 6.01308 38.0223 20.5252 10.6452 17.4971 4.8121 8.31616 6.04112 22.1806 8.55244 3.21079 6.49176 7.1847 13.6281 10.3124 9.87994 9.84114 1.46336 9109.35 29.2234 25.1991 11.1388 10.3767 14.0604 9.8894 internal_count=86175 1590 1086 806 701 105 280 169 63 111 100 221 162 480 181 105 42 55 299 56 106 504 95 84585 636 564 272 263 292 261 is_linear=0 shrinkage=0.1 Tree=442 num_leaves=31 num_cat=0 split_feature=9 8 5 1 2 3 8 7 6 9 6 7 1 1 2 3 6 2 7 8 6 1 0 3 7 7 1 3 3 1 split_gain=0.58493 4.65902 3.30841 4.18278 3.22365 1.74193 2.82589 2.25128 3.18989 1.14291 2.7594 3.98101 3.94663 6.83834 4.71396 4.02532 2.55437 5.71246 1.44428 1.92663 0.954352 2.20964 2.56117 2.10344 2.80826 2.21285 2.33283 2.81025 2.12082 3.04967 threshold=1.6973063349723818 88.080442725000012 2.6798100471496586 109.43389892578126 1212.3784790039065 8469.6948242187518 88.226823920000015 88.204822540283217 51.001256942749031 1.6808274388313296 50.630205154418952 88.570766448974624 106.35115051269533 102.23339843750001 185131.03906250003 501.28579711914068 54.627439498901374 1139.1149902343752 89.527534484863295 87.622871280000012 49.680486679077156 159.09695434570315 0.12519665807485583 4952.9711914062509 95.363800048828139 107.00885391235353 44.649999618530281 1530.5406494140627 60.416963577270515 48.145000457763679 decision_type=2 10 10 10 10 8 8 10 8 2 10 10 10 10 8 10 8 10 10 8 8 8 10 10 10 8 10 10 10 10 left_child=9 2 3 -2 -3 6 -6 8 -8 20 18 -12 13 14 -13 16 -14 -18 19 -11 21 23 -23 25 -25 26 27 -1 -27 -30 right_child=1 4 -4 -5 5 -7 7 -9 -10 10 11 12 15 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 28 -28 -29 29 -31 leaf_value=-0.0064566148450049101 0.0394573202188606 -0.09553838979280499 -0.11001916504178361 -0.095263935754621276 0.16328898737037426 -0.024618396366460463 0.096944537189483773 0.085528168826527154 -0.12567406546695672 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1.5951069718430515 2.9164134728343925 leaf_count=156 35 40 75 24 12 27 5 25 95 29 39 44 35 31 18 26 65 10 15 26 82791 37 18 269 9 98 1911 22 98 90 internal_value=0 -0.0142957 -0.0513652 -0.0149878 0.0296913 0.049391 0.0702363 0.0357645 -0.0346109 3.45056e-05 0.0158717 0.0301925 0.0135539 -0.0255411 0.0318227 0.0503409 0.0888819 0.0286211 -0.0266243 -0.0478652 -4.42649e-05 0.00732046 -0.0560731 0.00933967 0.047419 0.00603777 0.00869711 -0.0378972 -0.0480146 -0.00602685 internal_weight=0 28.5728 15.5056 9.57018 13.0672 11.291 8.8097 6.4283 2.66271 9161.59 45.342 33.9135 27.4417 13.3035 8.11109 14.1382 9.29091 4.00328 11.4285 8.42181 9116.25 172.621 5.32861 167.292 13.3487 153.944 146.725 10.012 7.21877 4.51152 internal_count=86175 338 134 59 204 164 137 125 100 85837 338 268 229 93 62 136 110 75 70 55 85499 2708 55 2653 278 2375 2089 178 286 188 is_linear=0 shrinkage=0.1 Tree=443 num_leaves=31 num_cat=0 split_feature=6 1 7 6 4 4 5 8 8 7 8 7 1 1 1 4 2 9 1 3 2 1 5 9 9 6 7 3 9 3 split_gain=0.580119 3.41044 3.98147 3.16952 3.58293 3.18583 3.11179 2.84645 4.92424 6.38721 3.38557 4.01626 4.61323 3.37247 3.21046 4.56191 3.83407 6.72753 3.42902 4.03402 5.77 3.50307 3.38065 3.17949 4.6151 3.31451 3.18236 3.17282 2.96727 2.72087 threshold=59.289501190185554 51.555000305175788 99.923999786376967 62.405439376831062 0.22822549939155581 0.18389599770307544 2.689985036849976 86.904427585000022 83.823592210000001 91.650299072265639 87.385966165000013 110.93072891235353 134.77335357666018 77.375000000000014 160.80149841308597 0.10998599976301195 451.50035095214849 1.162797808647156 134.77335357666018 24.500749588012699 73.378749847412124 150.86499786376956 2.5500099658966069 1.1594565510749819 1.2661221623420718 59.754011154174812 99.113479614257827 2.59309995174408 1.1661193370819094 18.757300376892093 decision_type=10 8 10 10 10 8 10 8 10 8 10 10 10 10 10 10 10 2 10 10 10 10 8 2 2 8 10 8 2 10 left_child=-1 2 3 4 5 -2 -4 8 14 -10 -9 12 -12 -11 18 16 17 -16 29 20 27 22 -22 -21 25 -25 -26 -20 -27 -3 right_child=1 7 6 -5 -6 -7 -8 10 9 13 11 -13 -14 -15 15 -17 -18 -19 19 23 21 -23 -24 24 26 28 -28 -29 -30 -31 leaf_value=0.00021661220851334524 -0.0003567530943709167 0.011839648593221315 -0.077095487880858751 -0.062021560076756015 -0.040904075981371718 0.13956722851917422 0.032820989884007369 -0.074571414275685727 -0.12874961765278781 -0.0019040357374680312 -0.060522040387588218 0.062489172750705126 0.14633348867973317 0.10902297100004527 -0.078446647558000002 0.017898443433407501 -0.10490127720757587 0.03977994851065933 0.12223384171718739 0.0068851602714784634 -0.10308141195718411 -0.1412427776656893 0.025582891687088993 0.17263376635745056 0.062002629794532887 0.14922237420746884 -0.075621289648249129 0.0038487023821044582 0.036725144365159369 -0.0057414414779079562 leaf_weight=8501.4908487510875 2.8034726253245017 113.57706712380605 17.793394773238109 4.7016679885236945 3.786034869885043 3.8781227199360719 3.0115707996301344 11.295341858989561 1.667209878563878 3.7806332260370263 10.274282022641275 5.9378599193296386 1.2045264542102803 9.9646758735179883 10.82729088235647 14.646898403763769 8.9671739693731052 8.664988595992325 3.5757412603124985 14.051327884197233 3.2507662028074238 3.4507437422871581 5.4925478622317323 4.2586374133825311 3.6413070778362444 3.2981343786232182 3.1197289749979973 6.1705754231661567 8.1098949983715993 391.30429865663064 leaf_count=80217 35 1037 198 47 56 32 322 196 14 33 287 87 10 132 77 98 79 45 37 110 21 24 30 20 28 19 24 40 45 2775 internal_value=0 -0.00280542 -0.0327778 0.00618286 0.0368177 0.0808577 -0.0611848 -0.00114795 0.000273449 0.0560925 -0.0319314 -0.00427786 -0.0388157 0.0785126 -0.00114526 -0.027448 -0.0507859 -0.0258909 0.00086755 0.0238042 -0.0100794 -0.0559265 -0.0222545 0.0441836 0.0675517 0.0973517 -0.00150085 0.047282 0.0692488 -0.00178644 internal_weight=0 686.506 35.9743 15.1693 10.4676 6.6816 20.805 650.532 621.82 15.4125 28.712 17.4167 11.4788 13.7453 606.407 43.1064 28.4595 19.4923 563.301 58.4194 21.9404 12.1941 8.74331 36.479 22.4277 15.6667 6.76104 9.74632 11.408 504.881 internal_count=86175 5958 690 170 123 67 520 5268 4688 179 580 384 297 165 4509 299 201 122 4210 398 152 75 51 246 136 84 52 77 64 3812 is_linear=0 shrinkage=0.1 Tree=444 num_leaves=31 num_cat=0 split_feature=4 6 2 1 1 8 1 7 2 0 0 3 7 0 0 9 9 3 3 8 3 5 0 1 3 2 2 8 8 2 split_gain=0.58642 3.02217 3.24279 2.38033 2.66615 2.72042 2.10255 5.01679 5.62005 5.90419 3.57174 8.53449 6.41646 5.39121 4.56394 4.11127 7.92008 4.18199 3.89979 3.55368 3.08667 3.33029 2.62239 3.37765 3.88987 2.58303 3.4246 2.53859 5.22848 2.34082 threshold=0.028823500499129299 61.314634323120124 109.0102005004883 109.43389892578126 113.47620010375978 65.243336400000018 211.64724731445315 87.882106781005874 49994.080078125007 -0.019999990239739415 0.082314997911453261 266.79499816894537 94.03128814697267 0.13002999871969226 0.049484999850392349 1.0845726132392886 1.0861997008323672 248.45815277099612 170.41699981689456 84.486923110000006 46.968950271606452 2.5400049686431889 0.039999742060899741 224.385368347168 102.1347999572754 370.52030944824224 930.83856201171886 60.968498590000003 60.522278915000008 4439.8291015625009 decision_type=8 8 10 10 10 10 8 8 10 8 10 10 8 10 10 2 2 8 8 10 10 8 10 8 10 10 10 8 10 10 left_child=1 2 -1 -3 -5 -6 -2 -8 9 -9 14 12 13 -12 15 17 -17 -11 20 22 -14 -22 23 25 29 -18 -27 28 -19 -25 right_child=6 3 -4 4 5 -7 7 8 -10 10 11 -13 18 -15 -16 16 19 27 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.12253020642694441 0.00030952012359104173 -0.068150749389502857 -0.0049107120366330458 0.31009911011074504 -0.049481091031002067 0.12968017218687297 -0.13565344498298379 0.089549784314231801 0.15965726062882385 0.083883030866675354 0.046837270173872098 -0.087834526742568947 0.10943179799780144 -0.062483246254158437 -0.11067367902459097 -0.20587742660655564 -0.010093355274159508 0.034756555500842161 0.12758860684712695 0.13273103625324659 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-0.0134222 -0.00978807 -0.0128121 -0.018165 0.00063118 0.0195947 -0.0224657 -0.0367221 -0.024745 -0.0457286 0.0194371 0.0560102 -0.02928 0.0317449 0.00805012 -0.0373248 -0.0451414 -0.0258 -0.116439 -0.162911 -0.0260069 -0.070005 -0.0904743 internal_weight=0 285.589 280.138 5.45099 4.42734 3.89113 8899.29 112.939 109.678 107.755 102.4 50.8724 41.8924 19.4395 51.5277 44.3456 30.0661 14.2794 22.4529 27.2657 16.7684 12.8493 25.9759 24.4935 19.2669 5.22664 3.63723 8.37431 5.11067 6.27225 internal_count=86175 6509 6286 223 134 121 79666 1412 1378 1367 1314 415 350 112 899 855 675 180 238 663 187 139 631 623 537 86 63 102 88 358 is_linear=0 shrinkage=0.1 Tree=445 num_leaves=31 num_cat=0 split_feature=2 7 7 7 3 9 9 9 2 3 9 9 6 0 5 7 0 9 9 3 3 8 4 6 0 5 0 5 1 6 split_gain=0.556588 3.35998 5.97838 5.99397 5.19776 7.86996 5.08927 5.04078 4.86274 4.48288 4.28326 8.99349 11.2328 15.7161 7.22286 6.3028 6.44452 5.62827 11.2537 6.69331 12.245 8.36893 11.0475 9.63248 8.37411 7.99496 7.50945 5.50831 5.21685 6.35042 threshold=2742.005004882813 94.536071777343764 94.889053344726577 94.765163421630874 91.358718872070327 1.1644290089607241 1.3951563835144045 1.239249646663666 257.26513671875006 57.305452346801765 1.1744956374168398 1.162797808647156 52.637584686279304 0.099210001528263106 2.7073333263397221 92.615818023681655 0.074804998934268965 1.2492841482162478 1.2476399540901186 16.667900085449222 89.33499908447267 67.503599680000022 0.1060033328831196 53.621620178222663 0.15478000044822696 2.6353199481964116 0.11237344890832902 2.7599749565124516 89.910800933837905 55.01366043090821 decision_type=8 8 8 10 10 2 2 2 10 10 2 2 8 10 10 10 10 2 2 10 10 10 10 8 10 10 10 8 10 8 left_child=1 10 3 6 5 -5 7 8 -3 -10 11 -1 13 -13 -15 -14 -17 18 19 -12 21 22 23 26 25 -23 -21 -22 -26 -30 right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 17 12 15 14 -16 16 -18 -19 -20 20 27 24 -24 -25 28 -27 -28 -29 29 -31 leaf_value=0.0019473429772948157 -0.001473769461456634 0.062371854412022865 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148.07060812189593 20.038384102284912 14.66330826282501 4.3431577607989302 7.9186528498539692 11.46442002058029 4.9440125189721575 2.7000236213207236 17.81287203356624 6.3959433119744054 leaf_count=5624 20910 76 49370 36 208 78 133 137 69 192 413 9 100 74 76 18 55 6747 24 41 1271 94 70 30 76 49 31 13 118 33 internal_value=0 0.000406499 -0.000727845 -0.0237291 -0.0546552 -0.0114405 -0.00623263 -0.0154978 -0.000556871 -0.0162047 0.00454023 -0.000610252 -0.0451788 0.02058 -0.0149681 -0.0850719 -0.0316208 0.00993018 0.0209427 0.0187682 0.0127883 -0.0151899 0.0264705 -0.0274153 -0.0361824 -0.0728179 0.0154973 0.0305459 -0.000259337 0.0227872 internal_weight=0 7165.55 5622.63 110.774 40.0259 16.4169 70.7483 63.2057 49.3831 39.5489 1542.92 788.984 42.8191 16.1681 14.308 26.6511 12.0698 753.931 287.264 283.838 246.464 95.6933 32.0631 17.3997 63.6303 31.5028 13.0566 150.771 32.1275 24.2088 internal_count=86175 65265 50299 929 322 114 607 474 337 261 14966 5956 332 159 150 173 73 9010 2263 2239 1826 542 172 102 370 143 72 1284 227 151 is_linear=0 shrinkage=0.1 Tree=446 num_leaves=31 num_cat=0 split_feature=6 1 7 4 1 0 9 4 9 7 9 4 3 4 0 7 3 6 4 3 8 9 4 7 5 6 1 3 7 3 split_gain=0.630341 3.49734 4.38031 4.03426 4.72883 4.06984 3.39906 5.47911 4.83648 6.59731 6.93759 8.55641 5.61089 5.07445 5.3518 4.72325 8.61865 6.45056 6.05083 5.22103 7.05672 5.98074 5.69632 7.7937 6.825 6.85025 6.15916 6.04706 4.44041 4.07115 threshold=53.337013244628913 224.385368347168 89.647022247314467 1.0000000180025095e-35 74.817810058593764 0.78017500042915355 1.016515374183655 0.042805001139640815 1.0727607607841494 96.21506500244142 1.063004791736603 0.035801500082015998 142.42850494384768 0.14002999663352969 0.12999981641769412 95.060844421386733 14.215449810028078 53.001518249511726 0.15221333503723147 108.79690170288087 55.434759575000008 1.0613657236099245 0.046223001554608352 88.50388336181642 2.6734716892242436 52.404510498046882 149.43149566650393 79.180000305175795 101.39843368530275 52.958499908447273 decision_type=8 10 10 10 8 10 2 8 2 10 2 10 10 10 10 10 10 10 8 10 10 2 10 8 10 10 8 8 10 8 left_child=1 3 -3 4 -1 -6 7 -5 9 10 15 12 -12 14 28 18 -17 -18 19 20 22 -21 26 -24 25 27 -8 -25 -11 -27 right_child=-2 2 -4 6 5 -7 8 -9 -10 13 11 -13 -14 -15 -16 16 17 -19 -20 21 -22 -23 23 24 -26 29 -28 -29 -30 -31 leaf_value=0.065151256735035787 0.00045541896247087619 0.0061351553802398082 0.083614086124012207 -0.10269195752341252 -0.14546616094370865 0.052891254342776708 0.11297923768616547 0.049224391785372162 -0.00031652819806119023 0.043206654188928793 0.14687704511878988 -0.059403624035224749 -0.057640744378521375 0.060215143888271851 -0.082968255584794842 0.2100532308145692 0.056125253832005555 -0.10845042342951357 0.16277233997128679 0.0010117648849069826 0.09263796366738411 0.10515012721745479 0.075584010091753459 0.10028731759032994 -0.11170327749995371 -0.14328758643128295 -0.058823139036664085 -0.050504168913858574 -0.13243147150156243 -0.0320668040355356 leaf_weight=2.0229136087004891 7002.0208903500352 23.352475930005312 10.613148815929888 2.638614796102047 5.5976202240417487 1.2688511055894194 4.6504916269332144 23.683612849723435 1835.9391547005362 6.879651969218683 3.6193608377943738 39.86332589671656 2.1313831613369985 3.711729013688454 28.998382272824529 2.8454834499279995 10.440172368682395 3.0854231286793938 2.138190019875764 101.62558493514371 4.3385695291217408 5.8312939249954061 4.2642134912312022 5.6072416491806516 18.616531116887927 5.6393242049962256 3.7851426433771858 5.0587315335869798 1.8202617600327355 7.9038274064660081 leaf_count=16 60169 189 74 20 105 26 33 226 22579 137 20 450 54 32 257 21 112 20 13 1101 102 62 38 43 118 37 23 29 28 41 internal_value=0 -0.0014925 0.0303448 -0.00199687 -0.0692239 -0.108812 -0.00171698 0.0339959 -0.00216275 -0.0145853 -0.00800802 -0.0429534 0.0710772 -0.0513464 -0.0623306 0.000569704 0.0518625 0.0185827 -0.00438558 -0.00652169 -0.0301883 0.00666297 -0.0397856 -0.053342 -0.0661794 -0.031172 0.03589 0.0287689 0.00645832 -0.0783788 internal_weight=0 2177.97 33.9656 2144.01 8.88938 6.86647 2135.12 26.3222 2108.79 272.854 231.444 45.6141 5.75074 41.41 37.6983 185.83 16.3711 13.5256 169.459 167.321 59.8641 107.457 55.5255 47.0899 42.8257 24.2091 8.43563 10.666 8.69991 13.5432 internal_count=86175 26006 263 25743 147 131 25596 246 25350 2771 2317 524 74 454 422 1793 153 132 1640 1627 464 1163 362 306 268 150 56 72 165 78 is_linear=0 shrinkage=0.1 Tree=447 num_leaves=31 num_cat=0 split_feature=7 9 9 3 8 8 8 8 6 5 8 3 9 8 7 9 8 6 2 9 3 1 9 8 1 2 3 1 9 8 split_gain=0.604682 4.30018 11.0928 16.6408 17.0151 29.9746 20.2209 15.9598 16.7558 15.7416 14.3318 13.0482 13.272 13.3139 12.8359 10.6392 24.5715 24.8395 13.5775 12.2674 12.1921 10.5382 9.8732 11.5741 9.65815 9.55009 8.79462 8.71073 10.6297 8.67001 threshold=97.049575805664077 1.2459819912910464 1.2924330830574038 71.927349090576186 76.526457160000021 73.722831840000012 72.792983550000017 82.251262175000008 55.43550109863282 2.6300150156021123 71.67887041500002 406.54499816894537 1.2644609808921816 83.123132410000011 98.818088531494155 1.219445586204529 82.915767860000017 58.123060226440437 466.54255676269537 1.2425089478492739 300.02999877929693 157.25249481201175 1.2887282371520998 59.86349009500001 184.69504547119143 206.01550292968753 117.42420196533205 67.581501007080092 1.2887282371520998 85.100540475000017 decision_type=8 2 2 8 8 10 10 10 10 8 10 10 2 10 8 2 10 8 10 2 10 10 2 10 8 10 10 8 2 10 left_child=-1 15 3 4 5 6 10 8 21 -8 22 12 -9 -14 25 -2 17 19 26 -17 -20 27 23 -3 -15 -10 -19 -5 -29 -13 right_child=1 2 -4 7 -6 -7 9 11 14 -11 -12 29 13 24 -16 16 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0010099235085030418 0.00035667238169185254 0.083184820484383692 -0.0010278074277344708 0.056931608986138339 -0.032787054950465501 0.10353352284725544 0.0076270584179670507 0.059522080618444634 -0.068623143902631231 -0.11870714237215002 0.11919270169370007 0.066512473807614492 -0.081439696247243745 0.022788329359302199 -6.4558278031248605e-05 0.029327164153025165 0.064029593127643766 -0.043281247331539797 -0.10985143985746913 -0.086621512290860667 -0.016156580651217382 0.17873084212827314 0.098176619364210793 -0.021123514511450947 -0.18248182085647191 0.13599527049965243 0.018867369170577051 -0.059923885636106781 0.028042443249259721 -0.075414403167968103 leaf_weight=3632.5677186145945 3485.4135834918361 14.411144267767666 1141.6588447423728 8.4192214757204038 30.450092094419233 64.553922284394503 29.411776170134544 27.560099753231043 2.7516539245843914 14.839054107666014 21.419922042638063 67.828026257455349 24.602823749184608 39.9957378297986 57.474940689280629 78.078775072004646 32.160441172629362 96.38178662304199 49.842263050246402 10.33227403834462 19.253004222613527 2.2125006407150059 14.806963216513394 40.627128495834768 2.4314955472946158 13.334456080105154 29.812558634068409 103.94823698943219 15.828666851055457 4.5958180240413631 leaf_count=34918 28664 118 13781 69 426 441 165 262 17 82 115 314 102 360 363 588 778 724 580 101 368 488 78 265 10 74 301 1276 120 227 internal_value=0 0.000649962 0.0047625 0.0157526 0.036853 0.047452 0.0207372 0.0026413 -0.0161272 -0.0347378 0.0476348 0.0255628 0.00110498 -0.0229138 0.0220346 -0.00123594 -0.0188098 -0.0282005 -0.0481098 0.0157767 -0.0837439 -0.0376535 0.0256896 0.00618843 0.0110243 0.100994 -0.0285991 -0.0413881 -0.048299 0.0575062 internal_weight=0 5544.44 1743.16 601.504 230.52 200.07 135.516 370.984 203.97 44.2508 91.2652 167.014 94.5902 67.0301 73.5611 3801.27 315.861 283.701 195.29 88.411 69.0953 130.409 69.8452 55.0383 42.4272 16.0861 126.194 128.196 119.777 72.4238 internal_count=86175 51257 19153 5372 1690 1264 823 3682 2407 247 576 1275 734 472 454 32104 3440 2662 1973 689 948 1953 461 383 370 91 1025 1465 1396 541 is_linear=0 shrinkage=0.1 Tree=448 num_leaves=31 num_cat=0 split_feature=9 2 2 6 8 4 8 9 9 7 1 1 7 9 5 5 3 6 7 8 1 1 9 6 7 6 3 6 1 1 split_gain=0.56741 1.02564 0.946357 0.561088 2.85963 3.56468 3.06855 3.3457 4.90813 3.14216 3.30777 8.19551 5.4876 5.3922 5.33086 4.97739 7.12912 5.60888 5.37329 3.05949 2.87676 2.86204 2.7471 2.55323 3.69394 3.26662 3.47599 2.40708 2.38905 3.51374 threshold=1.0016464591026308 69.795700073242202 77.08499908447267 51.424877166748054 88.018790025000015 0.017374999821186069 88.172383900000014 1.546302378177643 1.6973063349723818 84.420028686523452 117.53895187377931 110.6290969848633 87.882106781005874 1.521198630332947 2.6498100757598881 2.6099965572357182 108.79690170288087 50.769674301147468 87.25397109985353 54.454116875000004 139.81220245361331 35.254999160766609 1.5715809464454653 51.001256942749031 95.422435760498061 49.471027374267585 16.667900085449222 50.577184677124031 91.850250244140639 92.450927734375014 decision_type=2 10 8 8 10 10 10 2 2 8 10 10 10 2 10 10 10 8 8 10 8 10 2 10 10 10 8 10 10 10 left_child=1 -1 -3 4 5 19 7 21 -9 -8 11 23 14 -14 -13 -12 20 18 -18 -2 -17 -6 -19 25 -25 26 -11 -27 -7 -30 right_child=3 2 -4 -5 6 28 9 8 -10 10 15 12 13 -15 -16 16 17 22 -20 -21 -22 -23 -24 24 -26 27 -28 -29 29 -31 leaf_value=-0.10737176255089245 0.11941173308852615 0.11938494091949939 -0.04761501146841314 0.00025782740075309198 -0.0090977564343911119 0.0041621863037955113 -0.099933053134909605 -0.10609843387308478 0.1755814314174822 -0.17824709186564142 0.12113256987453379 0.09618031508289443 -0.23228327043592528 -0.065242927747596421 -0.063528025704589916 -0.10884863324975579 0.055716100900293664 0.072677503890641246 -0.055440917697671115 -0.11111138461917491 0.0051561670883335051 0.10512612445047252 0.20776512009678011 -0.096929173850925601 0.12180231048980597 0.083884625628567938 0.0086294346892491335 0.0077592006938091472 -0.063107011566403706 -0.0067021776694656324 leaf_weight=1.3595781688836717 0.65177413821174823 0.53380323667079177 0.93141596245914127 8305.7263793954189 2.869897983968257 240.03139422839013 2.722752707079052 2.4654472417314532 0.82578636705875386 1.162932772189383 5.266154818236827 3.2475497185951117 2.7856919859186728 6.3098437076550908 5.8634094262961298 5.126744712586512 12.431951753445906 3.8511208958225316 6.6884183320798902 4.934734404370829 3.8949743347475314 9.3090963342183368 2.4714320300263353 3.4095112035829507 0.99811349614174094 12.192663795722185 6.9064004780957484 6.299800799242802 11.300375836435704 487.29795023108454 leaf_count=271 6 5 64 74800 14 3112 21 169 4 6 48 34 22 52 82 90 105 56 50 454 26 154 22 105 17 166 117 96 94 5913 internal_value=0 -0.0448179 0.0132258 7.21962e-06 -0.00243779 -0.00463644 0.0128402 0.0540349 -0.0354236 0.00588506 0.00912572 -0.00821182 -0.0614551 -0.116402 -0.00660089 0.0305849 0.0167493 0.043832 0.0168327 -0.0842164 -0.059629 0.07821 0.125482 0.0230892 -0.0473971 0.0347856 -0.0183028 0.0579511 -0.00403455 -0.00798055 internal_weight=0 2.8248 1.46522 9157.04 851.316 744.216 107.1 15.4702 3.29123 91.6295 88.9067 49.1759 18.2065 9.09554 9.11096 39.7308 34.4646 25.4429 19.1204 5.58651 9.02172 12.179 6.32255 30.9694 4.40762 26.5618 8.06933 18.4925 738.63 498.598 internal_count=86175 340 69 85835 11035 9579 1456 341 173 1115 1094 697 190 74 116 397 349 233 155 460 116 168 78 507 122 385 123 262 9119 6007 is_linear=0 shrinkage=0.1 Tree=449 num_leaves=31 num_cat=0 split_feature=0 2 7 8 4 8 3 0 0 4 4 0 6 7 0 0 6 1 8 5 6 7 8 1 9 9 2 3 4 8 split_gain=0.549869 1.1269 0.858833 1.20247 0.610591 1.00437 1.36506 0.819659 1.65884 0.758344 0.695253 1.52657 1.66981 1.13531 0.635691 1.61684 1.17157 0.964616 0.705097 1.2328 0.638949 3.38971 4.46491 3.13665 2.57186 2.99567 2.94325 2.5018 3.14275 2.96315 threshold=1.7934499979019167 21.717584609985355 105.28884506225587 72.513157530000015 0.28014999628067022 73.93013833000002 3.3227499723434453 0.4379699975252152 0.3790500015020371 0.36580000817775732 0.2658079862594605 0.24224997311830523 59.514837265014656 94.479389190673842 1.5820000171661379 1.4203000068664553 51.514183044433601 69.704998016357436 73.557281720000006 2.7694165706634526 62.784885406494148 103.21296691894533 48.641006055000013 53.155000686645515 1.1996469497680666 1.214552164077759 16.724999427795414 1047.414978027344 0.080005999654531493 59.071444280000001 decision_type=10 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 8 10 10 8 10 8 10 10 2 2 10 10 8 10 left_child=4 2 3 -2 10 6 9 8 -8 -6 14 -12 -13 -14 15 20 -16 -17 19 -18 -1 27 -23 -24 26 -26 -25 28 -22 -30 right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 11 12 13 -15 16 17 18 -19 -20 -21 21 22 23 24 25 -27 -28 -29 29 -31 leaf_value=-8.0138385736165703e-05 -0.10138361832987969 -0.074951055133747266 -0.10664599680034986 0.11222373745902876 0.11198469483834408 -0.09920701597553129 -0.11088345469653733 -0.075026957467644262 0.078457935245182187 -0.10093452280633008 0.10889156350949694 0.070960321493691567 0.026703377812398968 -0.092175595127118148 0.14056992034311208 -0.12370786448980951 -0.10999600177768749 -0.027885366017904756 0.048613418720480098 0.05531653828900826 0.10766945048092036 -0.061641962601228888 -0.1087113904213643 -0.054392827214066165 -0.10948066395035912 -0.0002889679178058921 0.040499390737577363 -0.033643475185582285 0.085474899019183426 0.0073040301434372477 leaf_weight=8995.529873835374 0.34597002396912913 2.7615926997150382 0.38511602204016515 1.106058010831475 1.1180222048685653 1.5882482759479897 0.71764576920782053 2.4268416993436404 1.3025764003396032 0.19670846922508634 1.8662488653790195 2.2324886155547574 1.4072105950835978 1.8721000024816019 0.8751569168525738 1.5115940929972556 0.97711306207565907 3.4444378856933326 2.4424823088629637 0.83798784855753194 6.1261507473536776 11.399388781777814 2.3576480793999499 3.6793095404282203 2.6550742015242568 46.805385928426404 29.284249859629199 4.8644454665482035 6.5696898140013245 18.515615643525962 leaf_count=83459 92 220 23 16 297 36 200 48 7 312 14 19 20 32 12 30 52 78 34 13 49 137 36 33 15 435 228 34 53 141 internal_value=0 -0.0345758 0.0261162 0.0613282 1.16995e-05 -0.0287991 -0.00939107 -0.0358565 0.011198 0.080128 3.48548e-05 0.0307198 0.00425151 -0.0411625 1.00794e-05 -9.69373e-06 0.0351925 -0.0571113 0.013532 -0.0336752 2.13102e-05 0.00692139 -0.00288334 0.0050171 0.00827018 -0.00615046 0.0299078 0.0330615 0.0434578 0.0277765 internal_weight=0 4.59874 1.83714 1.45203 9152.6 7.35004 5.76179 4.44706 2.02022 1.31473 9145.25 7.37805 5.5118 3.27931 9137.88 9132.74 5.13274 4.95603 4.25758 1.8151 9127.79 132.257 96.1811 84.7817 82.424 49.4605 32.9636 36.0759 31.2115 25.0853 internal_count=86175 351 131 108 85824 900 864 255 207 609 84924 85 71 52 84839 84728 111 108 99 65 84620 1161 884 747 711 450 261 277 243 194 is_linear=0 shrinkage=0.1 Tree=450 num_leaves=31 num_cat=0 split_feature=8 4 5 4 9 0 4 0 2 7 8 6 4 4 7 0 9 4 4 8 6 5 6 9 3 9 0 2 7 0 split_gain=0.544919 1.90954 2.19345 1.88415 2.12537 1.7687 1.61458 2.8709 2.74679 1.89061 1.56873 4.01549 3.20922 4.09673 3.13903 5.93884 5.10574 5.85211 2.74886 1.50199 6.33751 5.19375 3.194 8.49694 6.59849 5.21832 3.37079 3.00197 3.3315 2.75081 threshold=11.539578135000001 0.046223001554608352 2.746313333511353 0.20619666576385501 1.054794490337372 0.054781578481197364 0.16000332683324817 0.370049998164177 123.49499893188478 99.923999786376967 13.758170855000001 52.786998748779304 0.11695516481995584 0.064022999256849303 89.716804504394545 0.40495000779628759 1.0744642019271853 0.038122499361634261 0.050386000424623496 8.0257143200000005 51.853130340576179 2.6928167343139653 53.69075012207032 1.0415483117103579 83.306198120117202 1.024965286254883 0.27461998164653784 585.38000488281261 96.21506500244142 0.21962000429630282 decision_type=8 10 10 8 2 10 10 10 10 10 8 8 10 10 10 10 2 10 10 10 10 8 10 2 10 2 8 10 10 8 left_child=1 2 -1 5 -5 -3 8 9 -7 -8 11 12 13 14 16 -16 -2 -18 -13 22 21 -21 25 26 -25 -10 29 -22 -29 -24 right_child=10 3 -4 4 -6 6 7 -9 19 -11 -12 18 -14 -15 15 -17 17 -19 -20 20 27 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-0.11631525439079629 -0.10843836812501323 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5.292441044934094 5.9214634187519524 6.5878583602607277 9.7459000200033188 4.554433815181258 2.4661989845335475 10.063736086711286 44.728134481236339 5.7254781499505034 10.749729111790659 5.9966166019439688 3.9241618756204835 leaf_count=94 69 40 12 809 3 44 35 34 61 30 83879 25 23 25 53 22 19 26 66 46 65 74 31 16 92 298 39 72 31 42 internal_value=0 0.00628012 -0.0553503 0.00856019 -0.0867439 0.0100689 0.0118898 0.049563 0.00848715 0.0753027 -9.98692e-05 -0.0205036 -0.00392881 -0.0153516 -0.00133545 0.0398083 -0.0336473 0.0179706 -0.0850648 0.0104933 0.0263958 -0.0227987 0.00217879 -0.025508 -0.0855328 0.0176438 0.0274422 0.0594266 0.0369299 -0.0125894 internal_weight=0 135.889 4.84798 131.041 2.04207 128.999 125.953 10.4337 115.52 8.40899 9019.31 37.5249 29.8592 26.6267 23.6118 10.3864 13.2254 7.82492 7.66573 113.597 39.0016 15.6674 74.5953 26.734 12.5299 47.8613 14.2041 23.3342 16.7463 8.4786 internal_count=86175 1968 106 1862 812 1050 1010 99 911 65 84207 328 237 214 189 75 114 45 91 867 288 120 579 220 108 359 112 168 103 73 is_linear=0 shrinkage=0.1 Tree=451 num_leaves=31 num_cat=0 split_feature=8 8 9 9 5 8 4 8 9 4 9 9 6 2 1 3 6 9 9 7 9 5 8 9 9 0 9 5 7 9 split_gain=0.521586 25.4691 31.3996 12.0802 7.28011 7.21789 23.2224 6.79199 5.92782 6.44515 5.85085 14.9326 9.46509 7.88943 6.07935 5.65402 4.83808 4.15668 3.70525 16.3674 11.2562 11.3325 9.77727 49.5248 26.8742 23.7115 20.1287 25.4659 19.4382 15.9541 threshold=75.253016200000005 75.139998530000014 1.206338703632355 1.222699046134949 2.5400049686431889 75.396836080000014 0.070001501590013518 75.120756415000017 1.1459585428237917 0.14999667555093768 1.1459585428237917 1.1744956374168398 60.751745223999031 870.12850952148449 81.06995010375978 33.204999923706062 60.172929763793952 1.0828325152397158 1.3796529173851015 85.822437286376967 1.3642726540565493 2.5001499652862553 73.722831840000012 1.2459819912910464 1.1929618716239931 0.14000999927520755 1.3079319000244143 2.5300999879837041 118.51842498779298 1.1644290089607241 decision_type=10 10 2 2 8 10 8 10 2 10 2 2 8 8 10 8 10 2 2 10 2 8 10 2 2 8 2 8 8 2 left_child=1 7 10 -4 -5 6 -2 18 -9 -10 12 -12 13 -3 -13 -6 -8 -7 20 -20 22 -22 -1 24 28 -26 -25 -28 -24 -30 right_child=5 2 3 4 15 17 16 8 9 -11 11 14 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 26 25 -27 27 -29 29 -31 leaf_value=0.00059385034539804061 0.13141842657393144 0.14794798327241995 0.14319912500898507 0.13532542682099111 0.08945325993682969 -0.10347316297621577 -0.067012243276179273 0.10103362101902635 -0.091307514141320045 0.15908201724532484 -0.12888311758186446 0.10106518941288836 -0.10033659534960269 -0.0079706787824250745 -0.035042793038798446 -0.10087225379384364 0.10715107975076084 -0.00026409867066038394 0.049792168300951102 0.00075515244644748687 0.034694365815581323 -0.085046064044602382 -0.022256127159316862 0.11393144224587744 -0.017999830800421415 -0.10551735358240266 0.24807286190591915 -0.10411168024695 -0.034994571958458419 0.11789774042703416 leaf_weight=5439.3266125170385 7.1765777257969603 7.1474651098251352 33.302213132381439 3.6786957718431923 2.3280160427093515 3.9080630658208966 47.468169484171085 2.1027708910405662 17.135899201501164 1.0936269909143437 10.57967687956989 6.3507337458431703 3.8994147526100269 5.9441699162125596 6.7905243486166 4.7365676122135483 1.6504520028829563 2605.5354413689274 79.339318151019143 479.04744380634293 10.755813312274766 29.810000358644174 136.14387199741759 36.385913070291281 54.934110815636814 70.929825577884912 2.5777442865073654 10.088420738466084 10.321459576487543 20.147014318034053 leaf_count=44952 40 35 163 23 30 439 605 33 355 6 117 52 97 32 36 67 7 26940 921 7373 101 690 1079 221 484 549 20 371 187 150 internal_value=0 0.000478646 0.0549366 0.113454 0.0212488 -0.00118296 -0.03661 -0.000242545 -0.0579477 -0.0762861 -0.00837205 -0.0404564 0.0364203 0.0771542 0.0307337 -0.0381536 -0.0611601 -0.000418671 -5.86397e-05 0.00772266 -0.000805017 -0.0532975 -0.000436663 -0.0168491 -0.0324439 -0.0673198 0.0761363 -0.0324371 -0.00609764 0.0661041 internal_weight=0 6484.9 84.7575 44.0455 10.7433 2665.74 56.2952 6400.14 20.3323 18.2295 40.712 23.7209 16.991 13.0916 13.1413 7.06458 49.1186 2609.44 6379.81 558.387 5821.42 40.5658 5780.85 341.528 292.476 125.864 49.0521 12.6662 166.612 30.4685 internal_count=86175 58144 652 283 120 28031 652 57492 394 361 369 205 164 67 88 97 612 27379 57098 8294 48804 791 48013 3061 2449 1033 612 391 1416 337 is_linear=0 shrinkage=0.1 Tree=452 num_leaves=31 num_cat=0 split_feature=7 7 1 0 0 9 3 6 4 0 5 0 1 3 1 1 6 4 0 6 8 1 4 8 2 2 7 6 0 5 split_gain=0.566877 3.92836 3.55964 8.36524 6.87714 4.53922 4.1613 3.79718 5.46867 3.52904 3.45051 5.47035 5.48934 3.7078 5.21133 4.72164 4.11477 3.78935 4.50527 3.61017 4.11329 4.85858 8.39659 8.26188 7.47505 7.22014 6.15892 5.48471 5.23358 5.19831 threshold=97.963802337646499 98.23557281494142 168.92400360107425 0.48205000162124639 0.1466433256864548 1.1777723431587221 177.14215087890628 59.289501190185554 0.11328833177685739 0.049484999850392349 2.6900134086608891 0.069205000996589675 44.649999618530281 318.92500305175787 125.20989990234376 122.09254837036134 58.570875167846687 0.20001550018787387 0.29804000258445745 53.654310226440437 87.182795360000014 120.1243019104004 0.050005000084638603 69.293986920000023 870.12850952148449 1980.0065917968752 108.62688064575197 52.848875045776374 0.080014999955892577 2.5920299291610722 decision_type=10 10 10 10 10 2 10 10 10 10 8 10 10 10 10 8 8 10 10 8 8 10 8 10 10 10 8 10 10 10 left_child=-1 -2 10 4 5 6 -4 -6 -9 -7 19 12 -12 14 15 17 -16 18 -13 20 21 22 -3 24 -23 -25 -24 -27 -26 -30 right_child=1 2 3 -5 7 9 -8 8 -10 -11 11 13 -14 -15 16 -17 -18 -19 -20 -21 -22 23 26 25 28 27 -28 -29 29 -31 leaf_value=-0.00038204200641706536 0.02442353721685914 0.02374765621637237 0.035849264730305717 -0.097341879909019796 0.10915331806024076 -0.021351781925145075 -0.095441032667166512 -0.046680980297089003 0.10801769526605565 0.14640364148182214 -0.087654910622931403 -0.019434240705891115 0.094881531767637847 0.056248784814327338 0.12986348669556988 -0.14258215998941801 -0.034538779242170622 0.059461507831460647 0.024559738614194762 -0.00013817989411946712 0.075020735616629378 0.088477358028015665 -0.063841821342779589 -0.10999433756231854 0.1044603289990802 -0.038291640333287538 0.097927289523382033 0.16218463191477578 0.031009514095297064 -0.084039146310153037 leaf_weight=7449.8422833557306 72.482395166080096 16.956547210804274 3.8564248867332918 4.6993418810889116 14.628553520422431 2.3185688068624577 6.4550555199384689 4.7944948486983758 4.3660175316035748 2.731226418109145 1.8872790411114682 72.481155178553308 12.966189066792138 14.24435913372872 5.3741924647183614 2.3638252003875087 2.1241300527181011 9.8684396742537484 34.289530382382509 1285.20802171389 4.59047677806302 13.571263612313485 53.012412045594829 9.7032199371606094 3.3858823366463211 4.0913577936589709 2.4628346156969192 2.0476676151156425 7.116673436947166 8.763500511646269 leaf_count=71624 615 147 28 35 126 31 71 29 29 27 47 824 153 230 58 59 19 386 451 10158 138 89 462 67 23 49 24 17 74 85 internal_value=0 0.00165007 0.000625038 0.0287262 0.0438586 -0.00829822 -0.0463393 0.0775377 0.0270504 0.0693802 -0.000161571 0.013971 0.0716885 0.00787984 0.00243338 -0.00266146 0.0832915 0.000174195 -0.00530552 -0.00172015 -0.0178946 -0.0214164 -0.0378363 0.0030153 0.0316301 -0.0562966 -0.05666 0.0285771 -0.00841387 -0.0324803 internal_weight=0 1682.84 1610.36 43.8497 39.1503 15.3613 10.3115 23.7891 9.16051 5.0498 1566.51 155.599 14.8535 140.746 126.501 119.003 7.49832 116.639 106.771 1410.91 125.702 121.111 72.4318 48.6796 32.8373 15.8422 55.4752 6.13903 19.2661 15.8802 internal_count=86175 14551 13936 376 341 157 99 184 58 58 13560 2227 200 2027 1797 1720 77 1661 1275 11333 1175 1037 633 404 271 133 486 66 182 159 is_linear=0 shrinkage=0.1 Tree=453 num_leaves=31 num_cat=0 split_feature=1 9 9 4 9 4 2 5 3 9 6 9 9 7 6 1 6 3 7 3 9 4 3 4 7 1 2 7 4 9 split_gain=0.525329 3.19686 6.20819 4.83895 9.39212 10.6469 6.4844 8.23516 5.35178 6.40623 6.22619 4.23673 3.79819 7.79259 3.77257 3.32582 6.32367 3.28513 3.27157 4.5273 3.44543 2.37279 2.211 5.09575 2.15953 2.15878 2.11948 4.80681 7.81872 9.66872 threshold=122.09254837036134 1.0215296745300295 1.018160939216614 0.082002002745866789 1.0132265686988833 0.058555500581860549 173.82878112792972 2.6440050601959233 235.21315002441409 1.003304183483124 59.400131225585945 1.0099684596061709 1.0232319235801699 94.889053344726577 54.950485229492195 157.25249481201175 53.96045112609864 474.61499023437506 95.120311737060561 57.305452346801765 1.0083022713661196 0.11000333353877069 12.087590217590334 0.048435999080538757 112.07624816894533 132.85200500488284 1076.699157714844 95.941101074218764 0.07200499996542932 1.391429126262665 decision_type=8 2 2 10 2 10 8 8 10 2 10 2 2 8 8 8 8 8 10 8 2 10 10 10 8 10 10 8 10 2 left_child=-1 2 3 4 11 6 -6 -8 10 -10 -5 18 13 -3 -13 16 -4 -11 19 22 25 -19 23 -2 -12 -21 -14 -28 29 -29 right_child=1 12 15 8 5 -7 7 -9 9 17 24 14 26 -15 -16 -17 -18 21 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.00038823399392916411 -0.10545495337400904 -0.17864602630868415 -0.051114058919497822 0.10161139331839869 -0.12241850299389874 -0.19482854603726849 -0.1094245208406365 0.12361303566646052 0.083334821766133244 -0.13857910735221327 -0.038039546970435496 0.0071763388537639935 -0.0054765289986790167 0.0087681057953766361 0.12216898800276235 0.11801432189263242 0.1042549214442023 0.039730198097017028 -0.098250923668483883 -0.1330508188196938 -0.30155422227807738 -0.11234737831374267 0.12961486393019317 0.10931863428487854 0.069581887860717492 0.086544084873011337 -0.0050060791679017022 0.0060004328285756161 0.03357780536069635 -0.068653127371041553 leaf_weight=7177.8554009136178 2.0296130720525989 3.702057816088197 4.8984826132655153 13.881343231070788 3.965277694165704 5.331974394619464 2.3729555793106565 4.2011250182986259 3.9355030586011699 3.8924562893807861 6.1984114199876759 5.8154681548476193 913.87701007915075 5.5365962758660325 5.6004526913166055 7.8361361380666485 5.6310068443417558 2.9451933223754176 3.7770013511180869 0.98664251009177062 0.65224866569042195 1.5743995271623132 2.4567204526392743 2.4241552073508501 2.6666164165362725 0.81952249631285667 527.12192999565741 287.46021617059887 101.05207064107526 18.463008577869914 leaf_count=66265 23 19 24 94 23 25 13 38 25 33 34 39 10262 31 46 77 39 36 21 64 5 18 33 35 40 10 5289 2392 830 292 internal_value=0 -0.00146226 0.0165404 0.00386041 -0.0197211 -0.0796776 -0.0214215 0.0394967 0.0310296 -0.0219732 0.0598015 0.0190216 -0.0023724 -0.0663314 0.0635897 0.0686857 0.0319749 -0.0712406 -0.0196815 0.0119932 -0.104554 -0.013246 0.053455 0.0114448 -0.00566682 -0.0334127 -0.00205265 0.00129712 0.00946114 0.00149496 internal_weight=0 1951.11 93.8927 75.5271 40.4332 15.8713 10.5394 6.57408 35.0939 12.3476 22.7464 24.5618 1857.21 9.23865 11.4159 18.3656 10.5295 8.41205 13.1459 9.3689 2.45841 4.51959 6.91049 4.45377 8.86503 1.80617 1847.97 934.097 406.975 305.923 internal_count=86175 19910 795 655 375 99 74 51 280 112 168 276 19115 50 85 140 63 87 191 170 79 54 91 58 74 74 19065 8803 3514 2684 is_linear=0 shrinkage=0.1 Tree=454 num_leaves=31 num_cat=0 split_feature=8 9 8 9 9 4 9 9 8 0 4 9 6 9 8 8 1 7 4 8 4 8 9 9 1 9 1 6 0 0 split_gain=0.532493 12.7636 11.0412 10.4708 19.0456 12.3189 9.62035 18.5826 8.72546 8.27372 5.87729 5.86717 6.33875 12.7007 9.92543 5.38958 4.92452 4.8667 10.0454 4.83435 17.0707 8.77481 11.631 7.69348 7.96706 8.65762 6.37448 6.21991 4.72189 4.63709 threshold=59.515317785000008 1.0497827529907229 59.604882060000008 1.2661221623420718 1.2627818584442141 0.063723500818014159 1.2526250481605532 1.2509382963180544 59.244131955000007 0.12999981641769412 0.045892000198364265 1.2425089478492739 52.878839492797859 1.2560290694236758 55.434759575000008 59.071444280000001 58.913000106811531 91.530918121337905 0.057559000328183181 59.698715195000005 0.10000333562493326 59.778939185000006 1.2259938120841982 1.1710925102233889 141.08250427246097 1.1276808977127077 91.564998626708999 53.760551452636726 0.1998868137598038 0.049484999850392349 decision_type=8 2 8 2 2 8 2 2 8 8 8 2 10 2 10 8 10 10 8 8 8 8 2 2 10 2 10 8 8 10 left_child=3 -2 6 4 11 8 7 9 10 17 -5 -1 -13 -14 -15 -12 28 18 -3 20 -4 22 23 24 26 27 -21 -26 -7 -24 right_child=1 2 19 5 -6 16 -8 -9 -10 -11 15 12 13 14 -16 -17 -18 -19 -20 21 -22 -23 29 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00039393078041833848 -0.082408435956842913 -0.027433395273181366 -0.073487711722437163 -0.086054239274970468 0.10181371690186505 0.073953207447209804 -0.089487884637589554 0.27648288690701034 -0.11003486043699276 0.13135511678386302 0.024631280893030384 -0.093604447264667864 -0.090990913568389134 -0.071903049757857704 0.12310367437262344 0.14624026297454101 -0.10090010472580933 -0.027363995713518899 0.15179771006090664 0.0024563435901921223 0.09704217015189516 0.00025454750035331356 0.19368264136048977 -0.1212950817132525 0.088778957223985211 -0.090874421994484519 0.19134331309947691 -0.057927989459603549 -0.10854322912619636 0.075482449380375904 leaf_weight=2352.0934502821451 18.534906289014543 6.3829124569888425 27.2993318936783 3.3417740240693101 18.151625471189618 3.4960294775664797 4.3098787146445821 3.8462689518928519 5.0606306903064242 8.2538119014352507 13.200923774391422 14.020011528395115 9.9944305215030926 3.8174945134669533 8.252100106328724 5.0341562274843445 27.420733103528619 12.776946006342767 6.1305769011378253 2.9421090558166751 7.4781808627594719 6518.9434586577991 5.2545282691717139 3.8894489435479036 9.4788464419543743 7.3023573122918597 4.5493161454796791 4.1574033275246629 2.3849686502217082 9.0104801692068559 leaf_count=18358 680 69 256 39 112 29 77 24 104 48 110 189 177 62 53 34 202 64 32 17 57 64923 36 46 46 53 26 22 158 72 internal_value=0 0.000459446 0.000690693 -0.00126061 -0.000232238 -0.0425456 0.0519851 0.0682922 0.00814388 0.0444206 0.0358615 -0.00100785 -0.0410254 -0.00761547 0.061425 0.0582039 -0.0830913 0.0160485 0.0603751 0.000366618 -0.0368188 0.000563589 0.0438102 0.0106138 0.0286599 -0.00300428 0.117162 0.0440511 -5.60458e-05 0.119022 internal_weight=0 6660.54 6642.01 2466.27 2406.33 59.9392 41.7004 37.3905 26.6375 33.5442 21.5769 2388.18 36.084 22.064 12.0696 18.2351 33.3017 25.2904 12.5135 6600.31 34.7775 6565.53 46.5845 32.3195 28.43 20.9386 7.49143 13.6362 5.881 14.265 internal_count=86175 66548 65868 19627 18951 676 314 237 287 213 183 18839 481 292 115 144 389 165 101 65554 313 65241 318 210 164 121 43 68 187 108 is_linear=0 shrinkage=0.1 Tree=455 num_leaves=31 num_cat=0 split_feature=6 8 9 8 1 7 7 8 7 0 8 7 4 9 8 5 9 9 6 6 5 7 5 4 2 5 2 3 1 1 split_gain=0.524261 1.80263 2.04865 3.84766 4.00581 2.38828 1.74961 1.65923 3.03034 2.45277 1.84811 3.57031 3.17483 2.45975 2.46465 4.49592 3.7668 4.64392 3.63784 3.48094 4.18925 5.03645 4.2483 3.96844 4.58778 4.66136 3.06602 2.72083 2.40912 2.93163 threshold=49.680486679077156 2.0011106370000005 1.0432021617889407 59.071444280000001 83.523078918457045 103.0540237426758 86.454730987548842 59.515317785000008 90.432712554931655 0.094338413327932372 63.990744600000006 84.420028686523452 0.046593999490141876 1.087821424007416 87.385966165000013 2.599985003471375 1.521198630332947 1.1193306446075442 48.196331024169929 48.495475769042976 2.7343299388885502 91.530918121337905 2.6312500238418584 0.03120449930429459 28346.709960937504 2.7229099273681645 317.81999206542974 14.215449810028078 128.74700164794925 121.6716995239258 decision_type=8 10 2 10 10 10 8 10 10 8 10 8 8 2 10 10 2 2 10 10 8 8 10 8 10 10 8 10 10 10 left_child=1 -1 -3 4 -4 7 -6 8 9 -5 11 -9 -13 -12 19 -16 17 18 -17 20 22 -22 -15 24 25 -21 -20 -25 29 -18 right_child=-2 2 3 5 6 -7 -8 10 -10 -11 13 12 -14 14 15 16 28 -19 26 23 21 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.11665952462131918 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5.0188312465324971 8.9985015313723178 1.8125984434045666 2.9224385411871481 17.883020849716559 2.138731016748344 4.1324863909903788 1.900081007155676 4.9683526158332834 35.177391393619473 1.9284212708007533 1.8909986973740149 leaf_count=15 83415 40 25 34 11 11 104 21 10 12 293 283 125 40 58 30 123 375 40 80 85 47 179 50 32 52 60 469 36 20 internal_value=0 0.00538482 0.00622083 0.00443707 -0.0556694 0.00818456 -0.0870376 0.00686024 0.0707025 -0.0184513 0.00522483 -0.0262303 -0.0394472 0.00901668 0.0106196 -0.00491877 -0.01211 0.00334638 -0.0493257 0.0222561 -0.00796759 -0.0928822 0.0113087 0.037033 -0.00634964 -0.0403691 -0.0732713 0.0545077 -0.0566657 -0.0401967 internal_weight=0 176.676 175.474 170.818 10.0251 160.793 8.04419 158.917 3.96922 1.94464 154.948 16.6692 15.4122 138.278 136.31 58.369 54.6967 40.6094 11.8531 77.9407 25.5935 4.73504 20.8585 52.3472 15.0311 10.8986 9.98718 37.3161 14.0874 12.159 internal_count=86175 2760 2745 2705 140 2565 115 2554 56 46 2498 429 408 2069 1776 742 684 505 130 1034 351 132 219 683 164 132 100 519 179 143 is_linear=0 shrinkage=0.1 Tree=456 num_leaves=31 num_cat=0 split_feature=9 8 8 9 1 5 9 5 2 5 0 0 3 4 4 9 7 0 1 9 6 5 0 9 9 6 9 9 5 7 split_gain=0.528683 4.45056 7.76851 5.93206 8.89117 13.8766 10.6241 9.33958 7.52419 5.00601 4.92132 11.6418 8.13978 4.67359 4.64771 4.2805 7.41951 16.2682 12.5412 13.5745 13.4346 9.3552 7.41558 7.19853 11.5138 10.6609 11.8886 7.08812 7.64333 6.63118 threshold=1.1326038241386416 47.827284630000008 40.321323380000003 1.1359563469886782 77.045616149902358 2.5600099563598637 1.1342637538909914 2.6399934291839604 1037.2650146484377 2.68000340461731 0.20000014454126361 0.12999981641769412 546.59375000000011 0.044162999838590629 0.028823500499129299 1.1059830784797671 94.140834808349624 0.34391674399375921 100.96319961547853 1.1293502449989321 53.062681198120124 2.5699650049209599 0.023005000315606598 1.1076380610466006 1.1109600067138674 55.852941513061531 1.1259250044822695 1.1226413846015932 2.5400049686431889 98.310241699218764 decision_type=2 10 8 2 10 10 2 10 10 10 10 8 8 10 10 2 10 10 10 2 8 10 10 2 2 8 2 2 10 10 left_child=15 2 -2 4 -3 6 -6 8 -7 -4 11 -9 -12 14 -10 -1 17 -17 19 20 21 -18 -20 -24 -25 -26 27 -27 -29 -30 right_child=1 3 9 -5 5 7 -8 10 13 -11 12 -13 -14 -15 -16 16 18 -19 22 -21 -22 -23 23 24 25 26 -28 28 29 -31 leaf_value=-0.0008147510146895515 0.032613782584521682 -0.11799831262359457 -0.10669920457085309 -3.3961646968619712e-05 0.12464426015634103 -0.16793170037818578 -0.022803826883129475 -0.06588213343678706 -0.05736325417075936 0.034263485809009196 -0.12384221825765174 0.11424237092002039 0.025177135047595084 -0.12293026786197861 0.13758843501203982 0.0094539083502304597 -0.17753022418328945 0.076138839949610473 0.078276075952098581 -0.094880706023565548 0.060459212787565421 -0.0022353238931619702 0.045933590274640092 -0.12318113673872742 -0.057142488827454097 -0.0060438961519959705 -0.059410850756851666 0.21837788250201148 -0.00080586874562861989 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-0.0378331 -0.0267453 0.00582516 0.0408836 0.0855563 0.0523346 internal_weight=0 5658.99 26.2961 5632.69 75.7557 66.1292 19.619 46.5102 17.4003 17.1233 29.11 14.4405 14.6695 8.6104 4.99139 3459.09 704.835 474.412 230.423 91.0073 82.0587 23.5014 139.416 132.873 121.669 107.68 51.9818 33.8113 17.3218 13.8561 internal_count=86175 58986 3205 55781 573 461 122 339 123 3163 216 120 96 77 55 27189 5429 3762 1667 632 567 171 1035 982 911 789 339 213 89 73 is_linear=0 shrinkage=0.1 Tree=457 num_leaves=31 num_cat=0 split_feature=0 7 0 6 9 6 3 7 3 2 3 4 7 8 2 2 4 6 4 6 4 6 7 0 0 7 5 9 1 8 split_gain=0.54791 4.06951 4.7801 4.74385 6.85745 4.65487 4.54378 3.96226 3.94042 6.50257 4.49656 4.50899 4.25217 5.12338 5.68029 7.55495 9.06255 9.02763 5.08156 4.09468 4.51514 3.92721 3.6216 3.6091 3.84355 5.77169 4.0129 3.59154 3.39061 5.83034 threshold=0.41564999520778662 93.618850708007827 0.42603336274623876 52.938869476318366 1.112635135650635 53.402170181274421 462.11274719238287 85.489490509033217 27.755000114440922 17553.171875000004 122.10000228881837 0.11472066491842271 88.037700653076186 69.472333410000019 1881.8937988281252 10274.441406250002 0.034583000466227538 50.471309661865241 0.04514999873936177 50.577184677124031 0.039905000478029258 52.311855316162116 92.792285919189467 1.1232500076293948 0.61000007390975963 108.62688064575197 2.7000067234039311 1.1426048278808596 105.6864471435547 41.376632000000008 decision_type=10 8 10 8 2 10 10 10 10 8 10 8 10 10 10 10 8 8 8 10 10 10 10 10 8 8 10 2 10 8 left_child=-1 2 5 4 21 -2 8 -8 12 10 22 -12 13 14 -4 -16 -17 -18 -19 20 -15 -3 -10 24 26 -26 -6 -27 -5 -30 right_child=1 3 6 28 23 -7 7 -9 9 -11 11 -13 -14 19 15 16 17 18 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=0.00021451187126180391 -0.013302826926220163 0.078584714901958896 -0.099479407418411908 -0.013011566681588184 -0.055616746715208165 -0.13414676849497553 -0.0282960803744223 0.093164725447485733 -0.070910444526138983 -0.15691422182695869 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15.404610140045405 185.1203145540585 leaf_count=77210 119 60 31 3375 292 29 20 150 188 56 342 52 1054 29 97 38 33 34 19 58 28 35 48 70 191 12 99 58 133 2215 internal_value=0 -0.00268955 0.00821684 -0.00798899 -0.0365578 -0.041598 0.0123845 0.0651722 0.00833322 -0.0122286 -0.00512888 0.0132348 0.018045 -0.00598693 0.0158987 0.0308614 -0.0121833 0.0262508 0.07521 -0.0552492 -0.0101907 0.0385743 -0.0457086 -0.0541872 -0.0624846 -0.100845 -0.036679 0.0205304 -0.00448471 0.00493628 internal_weight=0 704.095 230.245 473.85 51.7726 17.7756 212.469 15.1439 197.325 63.3018 60.3409 41.5418 134.024 47.5208 32.903 29.1259 16.9898 13.3052 9.83184 14.6177 8.47507 9.83944 18.7991 41.9331 38.8273 15.6152 23.2121 3.13199 422.077 200.525 internal_count=86175 8965 2425 6540 817 148 2277 170 2107 686 630 394 1421 367 252 221 124 86 53 115 57 95 236 722 652 261 391 70 5723 2348 is_linear=0 shrinkage=0.1 Tree=458 num_leaves=31 num_cat=0 split_feature=8 9 1 3 7 2 7 6 5 0 2 2 6 0 5 7 3 3 5 1 6 6 8 9 3 1 3 3 6 2 split_gain=0.527327 9.40577 3.66933 5.50965 6.39068 4.14829 7.31121 5.54015 3.47732 3.99052 3.70271 3.14392 3.12167 7.51022 2.71869 2.64408 2.25764 2.1967 2.14659 2.02244 1.97282 1.89634 1.83914 4.25798 6.23633 4.44455 6.13256 3.45788 3.17504 2.9112 threshold=88.484342550000022 1.5335874557495119 126.77050018310548 117.42420196533205 90.781970977783217 737.08648681640636 89.466571807861342 49.212829589843757 2.689985036849976 0.26940321922302252 10859.040039062502 1580.6350097656252 50.41822814941407 0.19000002741813662 2.6199631690979008 87.25397109985353 2305.724975585938 313.04499816894537 2.599985003471375 112.06219863891603 51.001256942749031 49.212829589843757 88.353219990000014 1.5271995663642886 1439.5050048828127 116.01065063476564 113.11325073242189 180.31765747070315 48.697698593139656 403.80993652343756 decision_type=10 2 10 10 10 10 10 10 10 10 8 10 8 8 10 10 10 10 10 10 8 10 10 2 8 8 10 10 10 10 left_child=22 2 3 5 -5 7 14 -2 9 10 11 -4 21 -14 -7 -11 -3 -6 -8 -16 -18 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5.217330833838786 4.5239155739545804 3.1088523687794796 3.9979306459426844 3.3167169567896062 3.4405861645936966 1.2685836968448714 5.7227592989802361 0.73041903227567639 4.1343770529638277 2.1245144542517664 1.7908318926347417 0.60532798735948756 4.1064390242099762 6.6389888027915784 9.0832184944301808 2.8231075139483446 3.2874395042017559 1.3186082390602676 0.94977550394833077 1.9891063017712438 2.0286504827090539 leaf_count=83949 8 409 36 295 48 32 16 202 73 21 32 23 24 17 27 33 4 106 50 22 91 21 131 157 51 85 25 14 40 133 internal_value=0 0.0080629 0.0201505 0.0436716 0.0822539 0.00211917 -0.0391239 0.0629063 -0.00172166 -0.0141579 -0.03864 -0.0557078 -0.0758418 -0.0256501 0.0178278 0.0371958 -0.088947 -0.00225616 -0.169348 -0.0523317 0.030892 -0.117691 -8.11959e-05 -0.0256159 -0.0710247 0.00773183 -0.018674 -0.0894624 -0.0512504 -0.0901211 internal_weight=0 80.2115 71.3243 34.3668 17.8203 16.5465 9.85802 6.68851 36.9575 31.7402 21.4935 18.3847 14.8617 6.7573 6.85854 10.2467 8.88716 5.95693 2.99948 3.05942 1.33575 8.10437 9026.45 28.1189 11.9063 16.2126 12.9251 6.28614 4.96753 4.01776 internal_count=86175 1590 1086 806 449 357 147 210 280 207 153 121 85 41 81 54 504 154 66 49 95 44 84585 636 208 428 343 212 187 173 is_linear=0 shrinkage=0.1 Tree=459 num_leaves=31 num_cat=0 split_feature=7 1 0 0 3 3 7 0 8 7 6 1 5 8 8 8 9 2 9 8 1 8 9 7 8 0 8 1 6 6 split_gain=0.516801 3.50785 6.32668 5.02427 3.62608 5.44728 3.33914 4.94784 4.46356 3.33954 6.57852 5.85924 3.30478 4.45727 15.8057 13.2732 11.9274 9.46579 9.15412 8.07831 8.31948 9.48485 8.90478 7.65986 7.33065 6.4799 6.38392 6.22803 6.01429 7.59478 threshold=97.963802337646499 168.92400360107425 0.49205000698566442 0.1466433256864548 65.085384368896499 1869.7449951171877 97.732166290283217 0.074804998934268965 49.091092425000006 97.585292816162124 54.904756546020515 80.730300903320327 2.6900134086608891 68.343569515000027 69.293986920000023 69.73619044500002 1.2079980969429018 219.33060455322268 1.2210472226142886 71.893560340000008 124.70980072021486 73.557281720000006 1.2712075710296633 99.113479614257827 68.163682825000009 0.17277343571186068 74.493741635000021 107.31589508056642 54.391788482666023 58.123060226440437 decision_type=10 10 10 10 8 10 10 8 10 10 10 10 8 10 10 10 2 10 2 10 10 10 2 10 8 10 10 10 10 10 left_child=6 12 3 4 -3 -6 9 -8 -9 -1 11 -11 13 24 16 25 -15 18 -18 28 27 22 -22 -24 -2 -16 -23 -21 -17 -30 right_child=1 2 -4 -5 5 -7 7 8 -10 10 -12 -13 -14 14 15 19 17 -19 -20 20 21 26 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00033475745407878367 -0.0054379039830526566 0.074335617152598107 -0.089381943335097039 0.070272552265162033 -0.089493546057897666 0.055753683011528325 0.036149594534009989 -0.089606636622461419 -0.020322883221867379 -0.098609390704364239 -0.0035671892391296368 0.089043630867447529 0.014361941840947712 0.1136494685981818 -0.03589978889894075 -0.057661113873935833 -0.16227268867354805 0.068046003923782947 0.041619733133452463 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0.0418693 -0.00305156 -0.0337694 -0.000365928 -0.0221662 -0.0343562 -0.000159739 0.0257691 0.071218 0.000831961 -0.000665483 0.00429106 0.000998679 0.06344 0.00793079 -0.0695409 0.0029437 5.88804e-05 -0.0250099 -0.0628997 -0.0149475 -0.00678874 -0.0877619 -0.00251532 0.00481184 0.0401643 0.0515248 internal_weight=0 1674.58 43.4286 39.3783 15.2538 10.9195 7428.61 69.6023 57.5685 7359 49.34 19.3548 1631.15 1468.61 811.63 768.834 42.7953 20.325 8.88049 752.348 698.231 111.284 41.4557 20.0223 656.983 16.4863 69.8279 586.947 54.1171 48.4863 internal_count=86175 14551 389 358 165 135 71624 615 526 71009 410 187 14162 11825 6654 6412 242 113 44 6327 6031 980 305 150 5171 85 675 5051 296 267 is_linear=0 shrinkage=0.1 Tree=460 num_leaves=31 num_cat=0 split_feature=9 8 9 8 3 5 2 7 6 8 1 1 1 8 3 1 9 2 2 5 1 8 1 8 9 2 0 9 9 3 split_gain=0.534737 6.40208 5.86928 6.43223 7.45291 6.36055 6.01023 5.1813 9.54264 7.91128 6.30868 5.81352 5.02418 4.83415 7.63581 7.09698 8.29424 6.9767 6.41886 6.05479 4.34354 3.95576 3.83178 4.83009 4.70643 4.62296 4.5219 9.8877 15.8287 14.3206 threshold=1.0283345580101015 56.489202475000006 1.024965286254883 48.641006055000013 17.149353027343754 2.4904099702835087 39.329999923706062 100.14232635498048 58.665687561035163 41.920930845000008 102.54955291748048 111.22568511962892 162.71350097656253 48.197255490000011 7.1803932189941415 86.223232269287124 1.0215296745300295 233.44899749755862 193.56475067138675 2.4904099702835087 79.720199584960952 2.0011106370000005 66.99499893188478 41.376632000000008 1.0049744844436648 9.5950002670288104 0.35939337313175207 1.018160939216614 1.016515374183655 145.18714904785159 decision_type=2 10 2 10 8 10 10 10 10 10 8 8 10 8 10 10 2 10 10 8 10 8 8 10 2 8 8 2 2 10 left_child=1 2 13 5 6 -4 -5 8 9 10 -7 -12 -8 22 17 16 19 18 -15 -16 -21 -2 23 24 -1 -26 -24 28 -28 -29 right_child=21 -3 3 4 -6 7 12 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 26 -25 25 -27 27 29 -30 -31 leaf_value=0.042766210014304883 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3.0615088343620291 5.4288512580096731 2.1939591225236654 8515.7637017740726 236.40675449480568 13.519410880719077 0.98685950958679214 6.5124968357959006 130.29322524147574 21.883612295845527 11.50422864127904 4.7457486516796044 leaf_count=313 25 199 116 29 35 43 127 82 18 100 23 32 10 134 28 257 45 80 13 53 19 80370 1780 200 323 247 1201 134 79 60 internal_value=0 0.00293031 0.0040953 0.0325988 -0.0130698 0.0545524 -0.0354426 0.0285399 0.0110278 0.0350213 -0.0097299 0.0474784 -0.0645287 0.000503078 0.0241306 0.00104256 -0.0472339 0.0688204 0.0975729 0.0102912 0.0582298 -0.00020704 -0.00351601 0.0308288 -0.00512861 -0.0639415 -0.00608043 -0.0186016 -0.00810167 -0.0745125 internal_weight=0 580.273 573.222 64.1561 20.8283 43.3278 18.2723 29.6576 25.229 21.8963 14.0877 8.13925 14.5341 509.066 74.0046 48.7954 18.75 25.2092 19.4108 10.7262 7.62281 8518.62 435.061 30.2277 16.7083 7.49936 404.834 168.427 141.797 26.6294 internal_count=86175 5780 5581 615 201 414 166 298 216 198 98 55 137 4966 629 402 145 227 147 100 72 80395 4337 1083 883 570 3254 1474 1280 194 is_linear=0 shrinkage=0.1 Tree=461 num_leaves=31 num_cat=0 split_feature=8 8 9 0 9 3 7 1 8 9 4 4 9 6 3 8 8 6 1 3 1 6 6 6 6 1 3 4 0 1 split_gain=0.548177 5.19979 9.58075 7.26585 4.81531 4.28256 3.87422 7.40413 4.87572 5.09663 5.93211 6.0722 4.8717 4.56754 4.5661 7.94794 5.1224 6.21125 5.47089 4.97589 4.44492 9.44947 4.34291 5.59237 4.16471 4.01288 3.93349 4.9569 4.18783 4.10881 threshold=42.537642925000007 41.920930845000008 1.0232319235801699 0.40495000779628759 1.1359563469886782 15363.130371093752 93.792598724365249 203.32500457763675 37.490001645000007 1.0132265686988833 0.17001000046730044 0.085270501673221602 1.018160939216614 58.975288391113288 318.92500305175787 22.435539010000003 40.321323380000003 55.397573471069343 171.1144943237305 1439.5050048828127 105.00469970703126 55.804910659790046 54.748006820678718 56.720886230468757 50.17073059082032 101.59129714965822 262.00399780273443 0.1060033328831196 0.27005000412464147 211.64724731445315 decision_type=10 10 2 10 2 10 10 8 10 2 10 8 2 8 8 10 10 8 10 10 10 8 10 8 8 10 10 8 10 8 left_child=1 4 3 -3 5 6 14 8 12 -10 11 20 22 -12 16 25 24 18 -18 -17 -11 -22 -8 -24 -1 -16 29 28 -28 -26 right_child=-2 2 -4 -5 -6 -7 7 -9 9 10 13 -13 -14 -15 15 19 17 -19 -20 -21 21 -23 23 -25 26 -27 27 -29 -30 -31 leaf_value=-0.070898024038502913 -0.00023441232920916856 0.022184670379241451 0.097823205652268874 -0.1181683883075797 -0.10603408206626291 0.11408428749724205 -0.035258765340083001 0.10311940169605947 -0.0045614886667647483 0.088794012131266031 -0.10677206458455091 0.083715833624638289 -0.0057788108571717517 0.041209284968985342 -0.071751431716649924 -0.078706952466474078 -0.00017557149773912069 -0.013474141057528994 -0.16205570672799594 0.041247935932984869 0.029242395291211094 -0.14559927423153393 0.09432559033635099 -0.084584885087559833 0.0067244240636295145 0.025082994317046942 -0.076071355693389062 0.11152126242878568 0.054172454582641562 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0.0711688 0.00620606 0.00706088 0.00911276 0.0523082 0.00792428 0.0040276 internal_weight=0 730.209 45.4306 29.4825 684.778 680.557 677.219 376.135 368.237 102.062 63.0501 54.6801 266.175 8.37 301.083 62.0273 239.056 53.2305 9.09293 33.7748 24.7379 18.3745 20.599 15.5053 185.826 28.2525 179.075 18.8611 10.7805 160.214 internal_count=86175 9984 327 204 9657 6795 6692 3024 2978 707 431 378 2271 53 3668 1062 2606 514 55 352 168 106 212 178 2092 710 2028 179 79 1849 is_linear=0 shrinkage=0.1 Tree=462 num_leaves=31 num_cat=0 split_feature=4 7 4 4 1 8 0 2 7 5 0 6 6 7 9 1 0 2 1 9 2 7 9 6 3 9 3 0 9 7 split_gain=0.576078 3.43551 5.81572 5.26326 6.26178 7.64964 5.14393 4.832 4.87644 5.86755 6.54476 6.05064 5.04465 5.68127 6.94959 9.34558 5.28523 5.24204 4.81111 4.65213 4.27614 4.14471 4.04263 6.73188 6.06928 5.68538 11.362 5.42351 5.82603 5.14233 threshold=0.098001997917890563 90.432712554931655 0.11800333112478258 0.10998599976301195 164.55944824218753 67.847581670000025 0.26271004974842077 25415.219726562504 92.615818023681655 2.6390450000762944 0.27705000340938574 52.968900680541999 57.033216476440437 92.734897613525405 1.391429126262665 91.850250244140639 0.044505000114440925 397.03614807128912 138.72499847412112 1.1426048278808596 138.53034973144534 94.087879180908217 1.5335874557495119 58.295309066772468 7.752199888229371 1.4649919867515566 50.295619964599616 0.11982686817646028 1.5653824210166933 104.69990539550783 decision_type=10 8 10 10 10 10 10 10 8 10 8 8 8 10 2 10 10 10 10 2 10 10 2 10 10 2 10 10 2 10 left_child=-1 2 6 4 7 -6 -2 8 9 11 -11 -3 13 17 -15 -16 -14 19 21 -10 -20 -18 25 24 -24 -5 -27 -25 -29 -28 right_child=1 3 -4 22 5 -7 -8 -9 12 10 -12 -13 16 14 15 -17 18 -19 20 -21 -22 -23 23 27 -26 26 29 28 -30 -31 leaf_value=0.00044360934997960885 -0.017567287032975602 0.083495091684510192 -0.053103941093729269 0.0015397308450423091 -0.005171371354219946 -0.12448355190226923 0.066087149640622303 0.083627899060615796 0.070667639635835014 -0.12027899802438513 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26.63937678115326 8.2314122277603001 leaf_count=69067 231 33 268 12513 63 54 105 36 49 87 30 75 24 951 70 174 163 80 34 44 36 634 45 65 235 265 314 89 246 95 internal_value=0 -0.00141947 -0.022785 -0.000683567 -0.0119574 -0.0642262 0.00358038 -0.00849727 -0.0101125 -0.0463455 -0.0869769 -0.0029427 -0.00589529 0.0046305 -0.000790872 0.0472076 -0.0226608 0.0643043 -0.0184022 0.00600876 0.0421295 -0.0258839 0.00152664 0.0240969 0.057608 0.000512433 -0.032233 -0.00235437 0.0108054 -0.0680142 internal_weight=0 2185.03 72.7538 2112.27 346.228 21.4969 38.914 324.731 319.136 33.2718 17.1846 16.0873 285.864 175.611 160.986 25.4048 110.253 14.6256 106.234 7.50736 11.6861 94.5477 1766.05 75.9455 33.5019 1690.1 51.4094 42.4435 37.3778 32.5522 internal_count=86175 17108 604 16504 2637 117 336 2520 2484 225 117 108 2259 1368 1195 244 891 173 867 93 70 797 13867 680 280 13187 674 400 335 409 is_linear=0 shrinkage=0.1 Tree=463 num_leaves=31 num_cat=0 split_feature=4 9 9 0 0 5 9 6 9 8 6 5 6 1 8 5 3 6 3 0 2 7 0 0 1 7 9 7 6 8 split_gain=0.566223 2.26787 5.551 5.56444 5.27285 6.37983 8.44436 9.88991 5.09802 10.0963 7.50274 9.78207 6.65473 5.21295 6.93494 5.00042 4.84969 5.83996 4.74759 5.0833 4.69121 4.32411 4.65029 4.49965 4.85174 4.93036 4.22417 5.59206 5.57065 5.32705 threshold=0.12381000071763994 1.2375842332839968 1.2851773500442507 0.13002999871969226 0.079295001924037947 2.5960299968719487 1.2476399540901186 57.16821479797364 1.219445586204529 67.503599680000022 55.219902038574226 2.5197299718856816 60.450513839721687 61.094999313354499 66.212967135000014 2.5729150772094731 52.958499908447273 60.300041198730476 11.237450122833254 0.066814914345741286 657.68499755859386 108.04341888427736 0.53644999861717235 0.29004999995231634 114.29119873046876 101.0102996826172 1.3951563835144045 102.42935180664064 56.594217300415046 73.430923220000025 decision_type=10 2 2 10 10 10 2 10 2 10 8 10 10 10 10 10 8 10 10 10 10 10 10 8 8 10 2 10 8 8 left_child=-1 8 3 4 -3 16 -7 20 -2 12 -11 -12 13 -10 15 -15 -6 -18 19 -4 -8 22 23 24 26 -26 27 -20 -29 -30 right_child=1 2 18 -5 5 6 7 -9 9 10 11 -13 -14 14 -16 -17 17 -19 21 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.00031245988885896707 -0.0023978262762012819 0.0043547059692243904 -0.098112445251355054 0.0048095795260362376 -0.10756282609762131 0.21819373457233932 0.058047104884070971 0.1674712898462718 0.10946130942307777 0.014680532571516214 0.017890933700953304 -0.11770518357686557 -0.091769498539255298 0.051640587208217563 0.071927446425818012 -0.1008284724244438 0.08624250541922876 -0.060184174837516952 -0.092088056868703597 0.034394193507946424 -0.098103582172919257 0.03426059679581174 0.049653219767532203 -0.059060642185755401 -0.043589883840105675 0.15394911083829982 -0.0051916419870693146 0.099837051441521496 -0.10945392529580029 0.057786832126477998 leaf_weight=7812.639673993921 863.92457391835251 20.561933225020766 3.1422864079941055 97.846539261750877 2.4536773264408085 5.0584883242845562 4.7862647548317891 5.7188914045691481 6.7430563513189616 9.4258334552869183 6.8549236580729511 23.765005243942142 5.0292694285744792 3.1952326968312281 8.6488445848226529 6.5819383189082146 9.7309382501989585 3.7825212143361577 15.648388302040987 36.81028315502499 3.2172024734318256 15.918907143961404 8.7028317741205665 30.7675313271302 2.057080801758274 3.2751329471357167 57.649478648818331 3.7445580646162826 5.138810859527438 3.0261873900890359 leaf_count=75742 6776 116 22 698 14 25 28 29 43 57 39 139 47 45 36 46 60 23 233 532 22 185 145 440 31 24 497 24 43 14 internal_value=0 -0.00196174 0.0050439 0.0191404 0.0444926 0.0682439 0.107753 0.0670409 -0.0045043 -0.0304115 -0.0633337 -0.0873491 0.0132463 0.0342305 0.00669956 -0.0510008 0.0217727 0.0452566 -0.00657088 0.0239725 -0.00472174 -0.0149331 -0.0209565 -0.0260222 -0.014795 0.0777418 -0.0205859 -0.0527896 -0.001154 -0.0474696 internal_weight=0 1273.21 339.038 153.156 55.3099 34.748 18.7808 13.7224 934.169 70.2441 40.0458 30.6199 30.1983 25.1691 18.426 9.77717 15.9671 13.5135 185.881 39.9526 8.00347 145.929 130.01 121.307 90.5396 5.33221 85.2074 27.5579 11.9096 8.165 internal_count=86175 10433 3205 1015 317 201 104 79 7228 452 235 178 217 170 127 91 97 83 2190 554 50 1636 1451 1306 866 55 811 314 81 57 is_linear=0 shrinkage=0.1 Tree=464 num_leaves=31 num_cat=0 split_feature=9 9 8 3 7 0 8 1 8 8 1 6 2 7 7 8 1 3 1 3 8 8 7 9 7 5 3 2 2 7 split_gain=0.544208 4.81862 7.56557 5.86921 5.18448 4.61783 4.58408 4.69686 5.02567 4.3629 5.97001 5.08428 4.52556 6.26406 4.4431 3.40748 4.20465 3.32878 3.31614 3.80381 3.30005 11.6719 7.27143 7.38248 3.8499 6.16848 5.3874 3.6704 3.48841 3.9656 threshold=1.5525022745132449 1.539929270744324 88.353219990000014 134.34804534912112 103.21296691894533 0.099210001528263106 74.075884320000014 113.76994705200197 74.151832615000018 88.27951542000001 98.131198883056655 50.964384078979499 585.38000488281261 96.289451599121108 99.809799194335952 74.980382370000015 96.005779266357436 723.62567138671886 70.174999237060561 9.1297502517700213 74.879702425000019 74.980382370000015 99.113479614257827 1.5838068723678591 103.21296691894533 2.4801000356674199 23.585000038146976 66.224700927734389 763.82550048828136 93.113033294677749 decision_type=2 2 8 10 10 8 10 10 8 10 10 10 10 8 10 8 10 10 10 10 10 10 10 2 8 8 8 10 8 10 left_child=1 -1 3 -3 6 9 -5 8 -8 10 12 -11 13 -2 -15 -14 -17 -10 19 -7 22 -22 23 -20 -23 26 -26 -27 29 -25 right_child=5 2 -4 4 -6 18 7 -9 17 11 -12 -13 15 14 -16 16 -18 -19 20 -21 21 24 -24 28 25 27 -28 -29 -30 -31 leaf_value=-1.3482551322042568e-05 0.12524034347663526 0.095406632857415574 -0.10518282873211088 -0.11285573599525259 -0.067510575719658322 -0.10997512390939837 0.098117912697731069 0.1190293708975398 0.025659818563104106 -0.0624877329920588 -0.092012749636563376 0.13879826406892859 -0.11224609371971545 -0.095587868970508 0.039474808578331307 -0.081839911158261669 0.14446391302769973 -0.096232741507626895 -0.12678936287321146 0.11529986029997713 0.16294115811731771 0.0049221856318306632 0.040427999222746418 -0.083705812467566379 -0.012455747935511931 0.0037658020080933129 0.13232269769306668 -0.09689407351475704 -0.075355194900290107 0.019738384846465305 leaf_weight=8627.8496068067107 4.196941423753743 14.590795417170737 3.7036775609594761 1.8381830037760725 5.7359744825516819 0.89891285933845111 5.1529275216162214 6.9781887738499782 5.3694514855742455 2.1900707210879764 16.120849227496365 2.9387372583150864 5.9714610242808677 4.388446344062686 5.4735557474195957 1.9475901229307067 1.4193202536553142 3.8446056786924601 8.6727583935535204 4.5105571555905044 4.495580554008483 261.74701028381241 13.212790910445618 4.6725660161319018 16.281955061946068 4.9262757017277208 3.0520113476813995 13.686596906678458 8.9763032409246062 17.91370987004484 leaf_count=80077 32 127 195 191 39 51 27 38 26 46 368 17 111 41 47 32 16 35 514 62 22 2777 152 98 130 69 17 179 471 168 internal_value=0 0.000160862 0.0320206 0.0436996 0.0176117 -0.00357756 0.0386724 0.0517216 0.0190295 -0.0339261 -0.0451877 0.0528464 -0.0129251 0.0229186 -0.0206261 -0.0668878 0.0135584 -0.0252004 0.000154657 0.077865 -0.00102076 0.00300579 -0.0239371 -0.0450738 0.000606669 -0.0291606 0.0103986 -0.0702524 -0.02262 -0.00166177 internal_weight=0 8675.06 47.2138 43.5101 28.9193 407.694 23.1834 21.3452 14.367 44.647 39.5182 5.12881 23.3973 14.0589 9.862 9.33837 3.36691 9.21406 363.047 5.40947 357.638 304.189 53.4481 40.2353 299.694 37.9468 19.334 18.6129 31.5626 22.5863 internal_count=86175 80755 678 483 356 5420 317 126 88 710 647 63 279 120 88 159 48 61 4710 113 4597 3194 1403 1251 3172 395 147 248 737 266 is_linear=0 shrinkage=0.1 Tree=465 num_leaves=31 num_cat=0 split_feature=0 5 5 6 5 9 6 4 7 8 9 6 7 1 7 8 4 9 3 0 5 8 3 2 8 8 3 1 4 5 split_gain=0.534516 4.23267 3.63246 2.61416 2.66004 2.32803 3.28651 2.32121 2.21547 2.61011 2.414 2.14971 2.08267 2.00469 2.46033 2.26134 2.3325 2.54363 2.23933 1.55847 1.81516 4.17145 3.36009 2.97064 2.12839 4.09709 3.46006 3.43338 3.10052 3.72773 threshold=0.90049999952316295 2.5541366338729863 2.7300167083740239 54.867120742797859 2.5300999879837041 1.5962566137313845 53.760551452636726 0.18999666720628741 108.04341888427736 75.120756415000017 1.2677250504493716 59.289501190185554 104.48049926757814 96.290100097656264 108.62688064575197 87.321885330000015 0.055105000734329231 1.0066126585006716 28.625000000000004 0.72929999232292186 2.3302499055862431 44.077775450000011 0.96234998106956493 123.49499893188478 60.968498590000003 57.044835510000006 13.431650161743166 135.81590270996097 0.15003500133752826 2.4002467393875127 decision_type=10 10 8 10 8 2 10 8 10 10 2 10 8 10 8 8 10 2 10 10 10 10 10 10 8 8 10 10 8 10 left_child=19 3 -3 5 7 6 13 8 9 -5 -11 -12 -9 14 -2 16 17 -15 -16 -1 21 -21 -22 -23 25 28 -26 -28 29 -24 right_child=1 2 -4 4 -6 -7 -8 12 -10 10 11 -13 -14 15 18 -17 -18 -19 -20 20 22 23 24 -25 26 -27 27 -29 -30 -31 leaf_value=-5.803790112984445e-05 -0.1103874862161056 -0.090079171091694943 0.04487092159315105 -0.065622667884740235 0.15854130293966059 -0.10711695095275001 0.10598916977646658 0.067666290603575541 -0.13042617630793668 0.063308432629331321 -0.12065198724332134 0.020394175418313319 -0.029345157280652241 -0.059068463200237689 0.089463381114979257 -0.055433837142703536 -0.036153326369296308 0.11177716961840722 -0.053813448184029625 0.12523471010398621 -0.11478392769411366 -0.0090743721888569533 -0.049292863063150477 -0.15348529806656352 0.027904582539307495 0.18499269471002044 -0.069355692737459756 0.095765882711464814 -0.04005249182536591 0.087501335732570767 leaf_weight=8944.9048926270407 2.3749370568257389 9.6636558492900768 2.5133558646775791 9.146642138340221 0.84207531868014385 1.2195766521326721 5.0412380622510673 4.5964728361577736 2.407899969675781 4.37494007963687 1.9299479146138763 2.4553197028581053 4.2675791281881184 1.0138374720700047 2.1299145763041452 2.0100023511149638 1.9229778100652763 6.2054156962003617 2.2360844034701586 1.3662764648906875 1.7735386559361348 3.4467370244674385 2.4793819021433601 2.4278187807649374 30.859427696093917 2.0820104032754889 7.6371579810220265 1.5078866963158359 4.0389933055266782 10.135973985306917 leaf_count=83777 29 248 34 239 28 55 57 53 62 61 35 25 229 22 22 14 112 118 20 14 35 47 32 48 392 10 195 30 39 93 internal_value=0 -0.00895197 -0.0622252 0.00302239 -0.0166814 0.0275121 0.0346713 -0.0217382 -0.0403691 -0.0282593 0.0107523 -0.04168 0.0209603 0.0145781 -0.0284746 0.0406012 0.0617153 0.0877844 0.0160829 5.64095e-05 0.0151655 -0.0321519 0.0208273 -0.0687561 0.0249217 0.052736 0.0118947 -0.0421295 0.0362022 0.0606162 internal_weight=0 66.3519 12.177 54.1749 30.0209 24.154 22.9344 29.1788 20.3147 17.9068 8.76021 4.38527 8.86405 17.8932 6.74094 11.1522 9.14223 7.21925 4.366 9012.66 67.7552 7.24083 60.5144 5.87456 58.7408 18.7364 40.0045 9.14504 16.6543 12.6154 internal_count=86175 1463 282 1181 732 449 394 704 422 360 121 60 282 337 71 266 252 140 42 84712 935 109 826 95 791 174 617 225 164 125 is_linear=0 shrinkage=0.1 Tree=466 num_leaves=31 num_cat=0 split_feature=2 3 5 8 8 1 9 9 1 1 3 8 6 8 7 3 7 6 8 3 5 5 0 8 8 9 7 4 9 1 split_gain=0.549844 2.19739 2.80089 1.99389 2.64693 2.19394 2.39451 3.41594 3.19006 3.46446 2.59515 2.32478 2.84301 2.54752 2.39476 2.07125 2.06145 2.8085 5.09417 4.01045 3.48719 3.1348 2.80945 2.5598 3.46264 4.81538 2.5362 2.47037 2.31096 2.08835 threshold=55.204999923706062 97.74499893188478 2.4200600385665898 68.008555565000009 67.714191485000015 148.05899810791018 1.2459819912910464 1.2492841482162478 94.196922302246108 91.001350402832045 1.224454998970032 85.728648085000017 58.207023620605476 83.823592210000001 95.87570953369142 60.416963577270515 89.396530151367202 58.570875167846687 83.673071915000023 22.804999351501468 2.5699650049209599 2.4305000305175786 0.28976640105247503 83.123132410000011 76.526457160000021 1.3604496121406557 105.58964920043947 0.2658079862594605 1.2593680024147036 102.86154937744142 decision_type=8 8 10 10 8 8 2 2 10 8 10 10 10 8 10 8 8 8 8 10 10 10 10 10 8 2 8 8 2 10 left_child=1 3 -3 4 -1 6 8 -8 9 11 -10 12 13 -5 -13 16 -9 18 28 20 23 -20 -21 24 26 -26 -19 -28 -18 -25 right_child=-2 2 -4 5 -6 -7 7 15 10 -11 -12 14 -14 -15 -16 -17 17 19 21 22 -22 -23 -24 29 25 -27 27 -29 -30 -31 leaf_value=-0.0015326444251908126 -0.00015333726146472441 0.0548862902238249 -0.067355655478267371 0.01447463498883933 -0.13221952983698304 -0.082323378255625565 -0.090427847223575122 -0.097177404348102805 -0.008157909518411546 -0.065458329445591587 0.082801287909515298 0.044325074841882604 0.10877962920932148 0.09529908228635689 -0.094296425219443869 -0.08888549444442341 0.033193532953554393 -0.05278389574157203 -0.13582631493687378 -0.087474713894118622 -0.10704970955260179 0.032647965541197796 0.024353136410570436 0.080625070432597923 0.034311275770061607 -0.13843371603335095 0.13512372988964511 0.02313181138410372 0.14019665542600021 0.016753454143650415 leaf_weight=133.32579938121489 8775.5920687308826 2.4128885054924458 8.3982889184844662 38.327527338406071 1.5680361707236432 2.3499129488191093 3.7504954133182755 1.7399875883711491 3.9831703092204434 4.7927041710354379 14.759598536766132 2.0516871414729385 4.2157981954514971 4.3414307655766597 3.1744780275621451 2.1678375238552681 3.2279632687568629 3.4373418167233529 1.7372746327891953 7.2056821940932405 2.193137612193822 3.0319579376955517 3.2643193416297436 9.9962061143014598 2.887944169342517 3.6572244912385941 2.4127136766910584 10.72563103307038 5.3862449303269386 10.491937367711214 leaf_count=2322 81844 43 139 349 216 24 30 19 39 36 114 67 32 45 48 22 18 33 30 68 41 92 38 115 23 23 14 153 34 104 internal_value=0 0.00419326 -0.0400731 0.00584234 -0.00305178 0.0135673 0.0150404 0.00266433 0.0276894 0.0159038 0.0634708 0.0233867 0.0304386 0.0226983 -0.0398764 0.00741047 0.0103344 0.01302 0.0541939 0.00322745 0.0159913 -0.0287217 -0.0526092 0.0221791 -0.00062767 -0.0622129 0.0236902 0.0436979 0.1001 0.0479165 internal_weight=0 301.015 10.8112 290.204 134.894 155.31 152.96 77.3139 75.6464 56.9036 18.7428 52.1109 46.8848 42.669 5.22617 73.5634 71.3956 69.6556 13.3834 56.2721 45.8021 4.76923 10.47 43.609 23.1209 6.54517 16.5757 13.1383 8.61421 20.4881 internal_count=86175 4331 182 4149 2538 1611 1587 857 730 577 153 541 426 394 115 827 805 786 174 612 506 122 106 465 246 46 200 167 52 219 is_linear=0 shrinkage=0.1 Tree=467 num_leaves=31 num_cat=0 split_feature=0 9 9 7 6 7 5 8 5 2 2 1 7 6 3 1 9 4 9 2 8 0 8 5 8 7 4 4 5 3 split_gain=0.54939 3.80592 9.31424 9.0183 7.46554 5.42433 5.46471 6.71018 5.96799 5.43149 7.31218 6.82088 5.45734 5.37485 5.28873 8.43879 6.31379 5.88712 8.31921 5.01771 5.51857 4.94863 4.74541 6.26151 4.3379 4.19631 4.88598 4.07304 4.06271 3.96412 threshold=0.41564999520778662 1.2161991596221926 1.1929618716239931 92.556716918945327 56.313793182373054 88.037700653076186 2.5751932859420781 65.243336400000018 2.310500025749207 712.11749267578136 210.43499755859378 103.78250122070314 103.57094955444337 47.81947326660157 95.656948089599624 114.56774902343751 1.2210472226142886 0.10300850123167039 1.2644609808921816 58.920650482177741 73.93013833000002 0.86050000786781322 69.293986920000023 2.670010089874268 68.659882405000019 89.156623840332045 0.16477882862091067 0.055514499545097358 2.4200600385665898 122.10000228881837 decision_type=10 2 2 8 10 10 10 10 10 10 10 10 10 10 10 10 2 10 2 10 10 10 8 10 10 8 10 10 10 8 left_child=-1 2 -2 13 22 -3 8 25 -7 10 19 -12 29 -4 17 16 -16 21 -19 20 -10 -9 23 -5 -6 -8 -27 -24 -22 -13 right_child=1 5 3 4 24 6 7 14 9 -11 11 12 -14 -15 15 -17 -18 18 -20 -21 28 -23 27 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00021629839466667691 -0.0040164314193066215 -0.018898335573943853 0.21727846279994237 -0.11325605283393131 -0.06203381519259276 0.045441196533645797 0.13948186408803048 0.065436356531919579 -0.06968978273934491 -0.043197047715150781 -0.018799902364652673 0.077776528557063476 -0.059158418198920398 0.002510895848904196 -0.58684031478654131 0.065228364589900709 -0.131865946316751 -0.080193740966944829 0.039924428837221262 -0.049018428214770232 -0.022333012260428383 -0.10424833777449075 -0.023953512157391249 0.024436190545319807 0.083772793092450185 -0.097259561865793598 0.12314210476115345 -0.21109562109764948 0.10684593866263947 0.23211677034906622 leaf_weight=8379.8969778937753 347.81461327270245 69.697740364475067 1.4275055974721897 12.538247048622003 4.4800843363627774 23.371713681939582 1.077891679829915 59.557941499355366 4.5393754433680433 34.339998224095325 12.684960386017336 16.740409460500821 2.6946421403845298 6.3434537521970924 0.4234487041831011 1.7061039288382742 1.0905078353534916 8.1051994413137454 19.977257404883858 26.961439544502355 3.7359793577343208 1.7697676739771839 1.4546550944796752 4.4836432151496401 3.7470257731620222 7.9095036598155275 1.1523664715059565 5.8003021496115252 6.9894052302697673 1.8478249288164068 leaf_count=77210 4077 1204 6 150 30 272 19 679 41 622 192 170 42 99 3 75 82 49 117 255 42 46 60 26 40 396 20 54 76 21 internal_value=0 -0.00271058 -0.00928814 -0.0548147 -0.077952 0.00562135 0.0128421 0.030187 -0.000469839 -0.0101774 0.00470422 0.039244 0.0738392 0.0419632 0.0386412 -0.0872689 -0.259121 0.0431758 0.00525575 -0.0230805 0.0227325 0.0605397 -0.105851 -0.0769873 0.0043736 -0.0470449 -0.0692318 -0.173573 0.061849 0.0931192 internal_weight=0 694.463 388.09 40.2749 32.504 306.373 236.676 102.77 133.906 110.534 76.194 33.9678 21.2829 7.77096 92.6302 3.22006 1.51396 89.4102 28.0825 42.2262 15.2648 61.3277 24.2768 17.0219 8.22711 10.1398 9.06187 7.25496 10.7254 18.5882 internal_count=86175 8965 4542 465 360 4423 3219 1486 1733 1461 839 425 233 105 1051 160 85 891 166 414 159 725 290 176 70 435 416 114 118 191 is_linear=0 shrinkage=0.1 Tree=468 num_leaves=31 num_cat=0 split_feature=2 7 1 0 6 6 7 4 9 6 3 4 0 9 9 7 9 5 9 3 1 1 0 3 0 5 0 5 9 3 split_gain=0.534125 3.20548 3.66404 3.58453 3.1147 5.74494 2.84387 5.83131 6.69376 3.8452 3.84061 4.87132 7.07352 4.76122 5.45876 4.7424 4.3324 4.05465 5.98731 3.8275 5.61216 3.7579 4.65771 4.06298 4.75829 3.72118 3.88618 3.58069 3.57413 3.53062 threshold=2742.005004882813 86.997737884521499 164.55944824218753 0.21962000429630282 60.596574783325202 63.199125289916999 94.829181671142592 0.061234999448060996 1.4601647257804873 57.302055358886726 386.97500610351568 0.063268501311540618 1.0000000180025095e-35 1.4413009285926821 1.2712075710296633 94.999534606933608 1.1611987948417666 2.5400049686431889 1.1276808977127077 346.44999694824224 143.89499664306643 141.08250427246097 0.15990499407052997 36.131723403930671 0.044505000114440925 2.6734716892242436 0.3480366319417954 2.5273933410644536 1.1226413846015932 6758.4301757812509 decision_type=8 8 8 10 10 10 8 10 2 10 8 10 10 2 2 10 2 10 2 8 10 10 10 10 10 10 8 8 2 10 left_child=1 2 3 -1 6 -6 27 8 -8 -10 13 -12 -13 14 15 17 -14 -9 -19 21 -21 23 -23 25 -25 26 -17 28 -2 -30 right_child=4 -3 -4 -5 5 -7 7 10 9 -11 11 12 16 -15 -16 19 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.012453974781325204 0.053320371729094984 0.00021947532678108316 -0.10448241586070171 0.070689751462020806 -0.074412988548144168 0.0835714202674918 0.00031496326302713802 0.17827055495464206 -0.09266949993202224 0.016920164052349813 0.11754027514450441 -0.11005068450040255 -0.025663450870297762 -0.055770426227773798 0.15962164114697022 -0.013582556326169266 0.023075075959357625 0.10292967491998302 -0.018820394360793642 -0.00051708253977119658 0.23613659693494676 -0.10961771111305117 0.017219970037683018 0.13666700882871816 0.029322028415253134 0.066736561471737482 -0.14410653108277857 -0.0036493829035288551 -0.087323854562869049 0.083281010958696611 leaf_weight=33.227019217568341 2.7776199094958001 7023.9055297700061 2.0821053741965434 15.499972128454827 12.785363672650417 2.8071080507361321 614.43672665167287 3.1835970934480455 12.260129071693884 4.3333229990676037 3.536456821137107 5.6788598470157003 28.530686004124846 6.0690480586490585 3.4179089406970879 9.4058834660099819 50.556654524727492 10.320068807744976 6.6367489239200941 2.0357976052910081 1.9734991453588007 4.9891681969165784 6.8981272131204605 4.531378671526908 46.55041677999543 3.9000849970616391 3.0114093447919013 1131.0385837627728 12.601134994911261 1.3422291018068779 leaf_count=401 23 64646 23 195 120 42 6266 25 374 36 31 82 481 69 42 48 388 161 54 22 22 40 65 22 280 29 25 11950 199 14 internal_value=0 0.000400515 0.0254276 0.0309787 -0.00145191 -0.0459711 -0.00110133 0.00334926 -0.00137758 -0.0640505 0.0181723 0.00254937 -0.00224806 0.030389 0.0352827 0.0311741 0.0054927 0.0747193 0.0552778 0.0206451 0.115971 0.0158247 -0.0360146 0.0249677 0.0388444 -0.0184736 -0.0452369 -0.00432851 -0.0502658 -0.0709009 internal_weight=0 7074.71 50.8091 48.727 1995.61 15.5925 1980.02 832.256 631.03 16.5935 201.226 88.3027 84.7662 112.923 106.854 103.436 79.0873 20.1404 16.9568 83.2958 4.0093 79.2865 11.8873 67.3992 51.0818 16.3174 12.4173 1147.76 16.721 13.9434 internal_count=86175 65265 619 596 20910 162 20748 8562 6676 410 1886 982 951 904 835 793 869 240 215 553 44 509 105 404 302 102 73 12186 236 213 is_linear=0 shrinkage=0.1 Tree=469 num_leaves=31 num_cat=0 split_feature=4 7 9 9 9 5 2 8 2 6 8 1 3 1 3 8 4 9 9 6 6 1 7 1 0 8 5 9 1 2 split_gain=0.556816 2.07258 3.99858 8.49609 3.86767 3.59137 4.99256 4.2999 4.24908 6.97627 7.40252 4.11162 5.11208 5.0655 4.8916 3.83572 3.68556 4.05559 6.94613 6.17901 4.97177 6.64068 4.18835 4.52735 4.17068 4.05401 4.70738 4.7497 4.08451 3.75565 threshold=0.12381000071763994 100.03244400024415 1.0333229303359988 1.0382359027862551 1.0349020361900332 2.5273933410644536 210.43499755859378 41.376632000000008 390.20500183105474 56.420606613159187 68.343569515000027 96.603199005126967 36.131723403930671 116.01065063476564 379.23950195312506 41.376632000000008 0.21012333035469058 1.1611987948417666 1.179467558860779 60.300041198730476 59.400131225585945 78.060043334960952 101.0102996826172 129.5018005371094 0.19000002741813662 25.090244000000002 2.6834199428558354 1.087821424007416 98.759304046630874 287.56500244140631 decision_type=10 10 2 2 2 10 10 10 10 10 10 10 10 10 10 10 10 2 2 10 10 10 10 8 8 10 10 2 10 8 left_child=-1 -2 -3 4 -4 6 -5 -8 9 10 -7 14 -13 -14 15 -10 17 20 19 24 25 -22 -20 -24 -19 26 27 -11 -27 -18 right_child=1 2 3 5 -6 8 7 -9 11 16 -12 12 13 -15 -16 -17 29 18 22 -21 21 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_value=0.00030732332388717573 -0.0050335603941612577 0.038018906688089028 0.015939426138770026 0.0036828322696507848 -0.099756549774368722 -0.062832442162024826 -0.17313864508495119 -0.031883770208812244 0.1508241719170075 0.040018554712332677 0.015625101408484551 -0.075923362944983905 -0.049692550356069884 0.077304567289061127 -0.045950659877487109 0.048747839628931408 -0.0058079666051928311 -0.15915360736172246 -0.0389255103865883 0.03401340681251485 -0.082366651797281087 0.042194210910648844 0.018371528001087 0.10408394433010415 -0.037930522815719021 0.10561087628926757 0.12107932904334606 -0.10297406468150246 -0.013722455430499311 -0.10697885238756873 leaf_weight=7800.8844541990475 801.619529151194 31.062798832193948 3.8242855966964244 76.052592267686123 11.820067695560283 29.052119114057859 2.285523632541298 37.740978648798773 4.0720704272389403 5.7416176497936231 20.519389608642086 6.9358532435726401 5.0166208259761325 8.3993553109467012 5.0086416909471145 38.357837176998146 21.889292547013614 5.3277776539325723 11.423691662945201 5.5586806877981862 6.6135988552123335 12.130285028368233 68.945697812996514 6.7673720525926901 6.0736445630900571 19.055829466320578 3.2655927911400786 3.9013513028621674 3.3764614164829245 4.4081483781337729 leaf_count=75742 6488 636 62 587 108 232 18 415 25 34 131 35 45 60 36 251 135 26 77 38 37 69 572 78 45 109 24 19 21 20 internal_value=0 -0.00195346 0.00336061 0.000877515 -0.0714745 0.00358593 -0.0113625 -0.0399495 0.00933465 0.00294926 -0.0303561 0.0313806 -0.00621927 0.0298167 0.0475115 0.0585443 0.0118988 0.0176619 0.00612024 -0.0524314 0.0398761 -0.00175589 0.0175166 0.0260327 -0.0945769 0.0619566 0.0173086 -0.0178334 0.0876491 -0.0227669 internal_weight=0 1266.25 464.627 433.564 15.6444 417.92 116.079 40.0265 301.841 234.051 49.5715 67.7904 20.3518 13.416 47.4385 42.4299 184.479 158.182 104.097 16.9601 54.0847 18.7439 87.1368 75.7131 11.4014 35.3409 12.9086 9.64297 22.4323 26.2974 internal_count=86175 10433 3945 3309 170 3139 1020 433 2119 1667 363 452 140 105 312 276 1304 1149 836 109 313 106 727 650 71 207 77 53 130 155 is_linear=0 shrinkage=0.1 Tree=470 num_leaves=31 num_cat=0 split_feature=9 3 2 4 5 6 0 4 3 3 6 7 1 6 8 5 1 7 0 7 4 6 1 9 3 9 8 2 6 9 split_gain=0.516755 0.982132 0.507077 2.09812 3.5781 2.42268 2.58271 2.2468 2.16431 1.76226 1.6506 2.31028 1.58222 3.71771 1.4493 1.43671 5.09694 4.37775 2.13452 2.68349 1.69611 1.55126 1.52168 4.39784 3.05133 2.89438 2.07544 2.90725 2.06066 1.99131 threshold=1.0016464591026308 4.6003799438476571 55.204999923706062 0.071003500372171416 2.4801000356674199 59.888229370117195 0.43000015616416937 0.076169498264789595 723.62567138671886 70.163276672363295 55.757673263549812 90.894676208496108 178.82440185546878 56.153474807739265 86.991949630000008 2.6364799737930302 86.798252105712905 107.00885391235353 0.63005000352859508 109.19346237182619 0.10920333489775659 62.784885406494148 61.094999313354499 1.1644290089607241 3.3227499723434453 1.1980048418045046 61.319998600000012 9.5950002670288104 59.514837265014656 1.0066126585006716 decision_type=2 10 8 8 10 10 8 8 8 8 10 10 8 10 8 10 10 10 10 8 8 8 10 2 10 2 10 10 8 2 left_child=1 -1 3 4 -2 6 9 -5 12 10 11 -6 15 -14 -11 22 18 20 19 -17 -18 -19 23 24 26 -25 27 -9 -27 -26 right_child=2 -3 -4 7 5 -7 -8 8 -10 14 -12 -13 13 -15 -16 16 17 21 -20 -21 -22 -23 -24 25 29 28 -28 -29 -30 -31 leaf_value=-0.10612678294111062 -0.17475367090993066 0.014395637318220161 -0.00013185706690368318 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1.4510900517925618 225.61205369385971 5.289109391160312 4.144743721932171 3.8680184516124401 3.7389852674677968 3.1495168736655614 8.0525622441018641 5.1468162070959806 leaf_count=297 79 43 81723 15 24 32 25 41 24 28 57 25 55 7 32 133 74 38 12 458 113 23 2408 66 26 46 49 44 116 62 internal_value=0 -0.0436835 5.85868e-06 0.00406964 -0.0384793 -0.0149391 -0.0367875 0.00573 0.00511041 -0.0160767 0.0137274 -0.0423382 0.00589078 -0.0830369 -0.0997155 0.00652129 -0.0197154 -0.0534665 0.0580295 0.0293521 -0.0922204 0.0299349 0.00847559 -0.0108735 -0.0454974 0.0252482 -0.00280182 0.0398529 -0.00206887 -0.0853027 internal_weight=0 2.7081 9060.67 296.989 11.1539 9.51099 8.00992 285.835 284.446 7.06947 5.21216 2.61577 282.187 1.98667 1.85731 280.2 19.4245 13.5445 5.88001 4.79396 9.24747 4.297 260.776 35.1638 17.9541 17.2097 8.66258 4.9236 11.9206 9.29156 internal_count=86175 340 85835 4112 302 223 191 3810 3795 166 106 49 3771 62 60 3709 851 248 603 591 187 61 2858 450 222 228 134 85 162 88 is_linear=0 shrinkage=0.1 Tree=471 num_leaves=31 num_cat=0 split_feature=8 9 3 3 1 7 0 2 6 2 7 6 0 6 6 4 0 3 5 4 8 6 1 6 8 8 9 3 1 4 split_gain=0.494551 7.98773 3.3793 4.65721 4.49222 5.49815 4.01422 3.82673 3.47416 3.38694 2.6828 2.53644 2.40903 2.90335 2.21626 2.1656 2.29865 1.98279 1.86762 1.85296 1.84074 1.76317 1.69468 1.68313 1.6476 1.4843 3.71377 5.53277 3.85574 5.29341 threshold=88.484342550000022 1.5335874557495119 73.653854370117202 63.32500076293946 126.77050018310548 91.650299072265639 0.18000015616416934 914.20001220703136 53.337013244628913 4285.2539062500009 86.997737884521499 49.350814819335945 0.31004999577999121 51.073438644409187 49.471027374267585 0.019995000213384632 0.15990499407052997 2305.724975585938 2.6593050956726079 0.079994998872280135 88.556267855000016 49.06915473937989 102.23339843750001 51.393583297729499 88.660472635000005 88.353219990000014 1.5271995663642886 1439.5050048828127 116.01065063476564 0.089999500662088408 decision_type=10 2 10 8 10 10 8 10 8 10 10 10 8 8 8 10 10 10 10 10 10 10 8 10 8 10 2 8 10 10 left_child=25 2 3 6 5 8 23 -6 18 10 -9 -8 -13 -14 -11 16 -16 -3 -4 21 -10 -7 -19 -2 -23 -1 28 -28 29 -27 right_child=1 17 4 -5 7 19 11 9 20 14 -12 12 13 -15 15 -17 -18 22 -20 -21 -22 24 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-4.5224354112435134e-06 -0.16332480870359378 -0.1092232718978355 0.14762372671388627 -0.11743347459880855 0.12560944013754688 0.10802697191230309 -0.067230806402088714 -0.0076636123417293161 -0.13589178099059912 -0.058989032528239421 -0.11237129699509929 0.088927379947703 0.075769919588264067 -0.035582219015116663 0.11128930119581056 0.12893482588913704 -0.014668310482439641 0.13139816294984627 0.073999712505287848 0.10139087566029406 0.084290723722498767 -0.1106695113059534 -0.10278508994975331 0.027459598256177154 0.065915186080805765 -0.053152301503398752 -0.10917471512656836 0.052240860203059014 0.10901397950288223 0.095761670479134017 leaf_weight=8957.104727579157 1.7984183823282376 6.6319841872027601 7.7342015666654333 3.5321228942775624 2.4154325182316851 0.59795606322586436 2.6774250548333027 6.1741216441150772 0.8974057593150071 2.2965673059225056 4.0535172342788428 5.845409616827955 3.8403051318600836 5.9997727998998025 2.0372262257733382 2.5697939523961395 5.0166073886211962 0.69946318835718524 6.2135147346562007 0.99739452882204194 0.65814571050577797 2.8403892556671058 0.55357006069243664 0.62246560008497898 0.64913269188036782 9.6659062539401948 8.276805709348988 2.8563107385998601 3.0314882215170647 3.1698934582527718 leaf_count=83949 21 409 102 38 36 13 15 37 10 14 28 91 28 74 37 30 29 14 226 27 44 25 81 73 88 282 157 51 85 61 internal_value=0 0.00795518 0.0187816 -0.0112732 0.0349674 0.0694206 0.00676836 0.00608983 0.0990163 -0.00694493 -0.0491624 0.0227255 0.0380805 0.00787538 0.029278 0.050342 0.0217097 -0.0874263 0.114825 -0.0208136 -0.0427337 -0.050633 0.0279397 -0.11427 -0.0778206 -7.50933e-05 -0.0234862 -0.067762 0.00757935 -0.0163769 internal_weight=0 77.3523 69.4673 24.3159 45.1514 20.5881 20.7838 24.5633 15.5033 22.1478 10.2276 18.3629 15.6855 9.84008 11.9202 9.62363 7.05383 7.88502 13.9477 5.08487 1.55555 4.08748 1.25303 2.42088 3.48952 8984.11 27.0004 11.1331 15.8673 12.8358 internal_count=86175 1590 1086 340 746 535 302 211 382 175 65 208 193 102 110 96 66 504 328 153 54 126 95 94 113 84585 636 208 428 343 is_linear=0 shrinkage=0.1 Tree=472 num_leaves=31 num_cat=0 split_feature=6 7 3 9 8 8 3 1 5 4 9 0 7 5 8 8 5 1 9 9 9 2 3 8 5 5 3 7 7 3 split_gain=0.500991 1.65252 2.57813 1.94436 4.27608 3.39831 4.58791 2.39902 3.31501 3.05849 2.56096 2.37161 2.13469 2.56988 2.06439 2.05798 2.0106 1.76418 2.48908 4.5266 3.52864 4.33165 2.75868 2.72852 2.50572 2.45096 2.41157 2.31389 3.17473 2.19452 threshold=49.680486679077156 87.639511108398452 4952.9711914062509 1.521198630332947 87.182795360000014 88.018790025000015 170.41699981689456 100.66500091552736 2.670010089874268 0.052005000412464149 1.0580517053604128 0.13002999871969226 87.132465362548842 2.7499500513076787 87.952414245000014 88.353219990000014 2.7512233257293706 44.649999618530281 1.2309741973876955 1.2905700802803042 1.1661193370819094 7005.5219726562509 17.637899398803714 58.677270650000004 2.5940849781036381 2.6099965572357182 2305.724975585938 92.152797698974624 96.849517822265639 85.202899932861342 decision_type=8 10 10 2 8 10 10 10 10 10 2 8 10 10 10 10 10 10 2 2 2 10 10 10 10 10 8 8 10 10 left_child=1 3 17 5 -5 7 15 8 -1 16 -9 12 13 -11 -12 -7 -10 29 20 22 26 -22 -20 -21 -25 -26 -19 -27 -29 -3 right_child=-2 2 -4 4 -6 6 -8 10 9 11 14 -13 -14 -15 -16 -17 -18 18 19 23 21 -23 -24 24 25 27 -28 28 -30 -31 leaf_value=0.065747050416809477 -0.00010899905457636104 0.031052059800906889 0.064463771890800797 0.13377624239384781 -0.075880597217747578 0.065855038346958439 0.097675399249939621 0.063662874683514475 -0.11828432469429424 0.049541622268368106 -0.11869035108600366 -0.11193943606335539 0.16058742354241531 -0.12298994179956882 -0.0061407282587557146 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33 100 47 9 369 27 110 24 90 internal_value=0 0.00533746 0.01174 -0.00965448 -0.0510231 -0.000531919 0.0389682 -0.0209127 -0.00039872 -0.0271881 -0.0629109 0.0152193 0.0401933 0.0117882 -0.085053 -0.0154255 -0.0813536 0.00768675 0.011498 -0.0125046 0.0216085 0.0590853 -0.0862634 0.00768367 0.000590548 -0.00796662 0.0085618 -0.00106551 -0.0841616 -0.0336326 internal_weight=0 172.161 120.64 51.5214 9.30869 42.2127 14.3673 27.8454 18.7077 13.315 9.13774 7.46808 6.24213 5.05054 7.77723 7.45763 5.84694 112.027 102.567 30.3989 72.1678 18.6359 6.53243 23.8665 22.8605 21.4289 53.5319 20.5723 2.88166 9.46062 internal_count=86175 2760 1622 1138 195 943 173 770 522 449 248 277 164 144 235 70 172 1503 1355 685 670 151 121 564 559 512 519 503 134 148 is_linear=0 shrinkage=0.1 Tree=473 num_leaves=31 num_cat=0 split_feature=6 8 8 8 6 9 9 9 5 7 9 7 9 2 7 4 8 7 8 3 9 2 1 1 2 7 7 1 8 9 split_gain=0.488911 2.53311 6.27677 4.81502 8.20217 4.14625 3.62348 7.23177 2.83232 3.26628 4.27454 4.54314 3.84703 3.33406 2.91422 2.8178 5.89085 5.4079 3.58595 3.37387 3.69265 7.24293 7.2114 4.3411 4.51976 4.56856 4.29377 4.41058 4.40799 3.89936 threshold=51.424877166748054 82.483280285000021 81.947250455000017 83.415621595000019 50.844892501831062 1.2851773500442507 1.0895128250122073 1.096052408218384 2.7161099910736088 86.067459106445327 1.2833399772644045 86.454730987548842 1.1946979165077212 3217.5720214843755 85.059902191162124 0.079994998872280135 83.507371530000015 94.363582611083999 88.297967175000011 6.710400104522706 1.3241015672683718 28346.709960937504 84.737030029296889 96.603199005126967 3630.560668945313 87.882106781005874 90.667102813720717 115.69050216674806 87.952414245000014 1.5147894620895388 decision_type=8 10 8 10 8 2 2 2 10 8 2 8 2 10 10 10 10 10 10 10 2 8 10 10 8 10 10 8 10 2 left_child=1 2 5 4 -3 8 -5 -8 9 12 11 -11 13 -1 -14 16 -9 -17 -19 -18 21 23 -22 -21 25 -25 28 -28 -24 -30 right_child=-2 3 -4 6 -6 -7 7 15 -10 10 -12 -13 14 -15 -16 17 19 18 -20 20 22 -23 26 24 -26 -27 27 -29 29 -31 leaf_value=0.0078929031142965424 0.00022845474601483281 0.11270560252531213 -0.17416207230926084 -0.063437136573728667 -0.033331271376477137 -0.035781142985383881 0.09257457233211748 -0.11789368980191944 0.0066499426202666191 -0.12432006506889517 0.12281044834524034 -0.010686211351035944 0.062109231399040225 0.15141339593743297 -0.11576834257503919 0.069498324454612043 0.051746972489317526 -0.082385553684364288 0.077219716777235908 -0.014790905542160993 0.15916977649300523 0.10274141800313903 -0.027968556735694768 0.023534107961969142 0.029278187683779863 -0.14050498865370384 0.10061389403552867 -0.035542981988825058 0.056164902137252552 0.0010264693499147093 leaf_weight=2.775437003931982 8223.1200506132118 10.222454621689396 2.2218947231885968 8.2142772046499868 6.1656094079371533 42.279295948737854 8.911390904337166 4.315762845799326 184.27290598314721 3.5616927649825803 2.3686438594013444 289.21818984312631 1.6804867032915356 3.8834199234843254 2.0380692845210433 14.851036679603569 11.963162371364886 4.9909877037862307 1.9607130046933887 77.021126741034095 3.0873147160164072 4.7441692735083043 40.457978389633354 2.1278139661008 3.1440792176872501 8.4009646293125098 8.4218093472736619 3.3158273219960401 16.34566475799511 59.560727855772711 leaf_count=21 75132 75 31 233 37 1962 120 38 2231 58 17 2451 18 24 31 225 116 63 26 1014 34 133 732 61 76 68 130 67 213 738 internal_value=0 -0.00231461 -0.00643566 0.0050687 0.0577628 -0.00573525 0.00200465 0.00396926 -0.0031417 -0.00904736 -0.0109861 -0.0120686 0.0460941 0.0915935 -0.0353821 0.000986379 -0.00210468 0.0354241 -0.0373692 -1.02179e-05 -0.00274237 -0.0177082 0.00814504 -0.0240089 -0.075935 -0.107354 0.00450528 0.0621502 -0.00130935 0.0129 internal_weight=0 832.523 534.3 298.223 16.3881 532.078 281.835 273.621 489.799 305.526 295.149 292.78 10.3774 6.65886 3.71856 264.709 242.906 21.8027 6.9517 238.591 226.627 95.4382 131.189 90.694 13.6729 10.5288 128.102 11.7376 116.364 75.9064 internal_count=86175 11043 6844 4199 112 6813 4087 3854 4851 2620 2526 2509 94 45 49 3734 3420 314 89 3382 3266 1352 1914 1219 205 129 1880 197 1683 951 is_linear=0 shrinkage=0.1 Tree=474 num_leaves=31 num_cat=0 split_feature=8 8 3 8 9 1 2 3 7 9 9 9 9 6 4 2 6 8 4 9 9 8 2 8 8 8 9 4 9 9 split_gain=0.500732 8.95801 17.0693 7.25215 13.3765 8.33187 7.17855 6.99262 6.30254 6.82574 7.5645 36.2929 7.04523 6.69509 6.35678 6.29807 6.02392 5.70731 5.53741 4.82885 4.79098 4.13004 7.87256 3.98819 3.71617 21.3181 27.0344 17.0734 8.89818 8.46517 threshold=76.018680405000012 78.137514370000019 48.10499572753907 75.674278365000006 1.33274382352829 74.817810058593764 507.34075927734381 58.725000381469734 93.680648803710952 1.4366575479507449 1.2677250504493716 1.2661221623420718 1.4507968425750735 52.165784835815437 0.060004999861121185 9242.6884765625018 59.400131225585945 77.190249095000013 0.030000999569892887 1.087821424007416 1.4413009285926821 77.190249095000013 430.78500366210943 75.824262485000006 75.253016200000005 75.139998530000014 1.203055262565613 0.070001501590013518 1.222699046134949 1.1459585428237917 decision_type=10 10 8 10 2 10 10 8 10 2 2 2 2 8 8 10 10 8 8 2 2 10 10 10 10 10 2 8 2 2 left_child=3 2 15 24 5 -5 7 -7 9 10 11 13 -11 17 -15 21 -16 -4 -19 -3 -17 -2 -23 -9 25 -1 29 -26 -28 -27 right_child=1 19 8 4 -6 6 -8 23 -10 12 -12 -13 -14 14 16 20 -18 18 -20 -21 -22 22 -24 -25 27 26 28 -29 -30 -31 leaf_value=-0.00018453811527360499 0.03890311608325478 -0.10264655746057445 -0.12921894054546265 0.10241804205491561 -0.11188819631177793 0.12248792068990622 0.056351703650386199 -0.015977238723850627 0.070058746339095451 0.082492398656906191 -0.10907764868838771 0.23997597051058592 -0.041423171459088637 -0.2660977027507701 -0.078493769475198025 -0.10429690952031163 0.086602427564692913 -0.075276968207489858 0.085547453778932539 0.00075167274673157501 0.057509904574206253 0.053769906357879316 -0.10228574177414496 -0.1505464201186098 0.11940038015946362 0.033625442055878321 0.12260937489463493 -0.028123244763718233 0.017940027934610771 -0.067010197069825542 leaf_weight=6326.4896214797081 52.894645567299449 4.5256614240061017 2.5977519510925022 20.157369235530496 5.4734616419300428 2.0100291818380365 18.867601884063333 4.3433559164404869 4.5683618760449454 7.2197042852640179 24.200740464031696 4.2229163423180571 12.588096045190467 1.7296814471483264 50.608411186723963 6.8632190246134979 2.3109842091798773 3.0694347852841029 7.0774562378937835 2270.9010342765177 2.4951980113983154 6.4748110011860245 6.4557702504098415 4.4677621424198151 8.454322285106171 16.452539408579469 37.258624479174614 108.85932697972748 10.386024191975592 16.990395668894053 leaf_count=57492 453 434 36 167 296 22 122 21 46 56 350 25 90 9 779 231 15 14 67 22908 11 45 48 22 65 164 194 1699 120 174 internal_value=0 -0.00121836 -0.0217669 0.000451241 0.0365058 0.0528006 0.0191125 -0.0458173 -0.0451441 -0.0496958 -0.0607428 -0.0444094 0.00374256 -0.0622291 -0.07745 0.0156054 -0.071284 0.00303829 0.0368981 0.000546021 -0.061155 0.0265185 -0.024143 -0.0842118 0.000145561 0.000468476 0.051417 -0.0174918 0.0997926 -0.0175016 internal_weight=0 2470.8 195.377 6580.21 55.3196 49.8461 29.6887 10.8211 120.194 115.625 95.8174 71.6166 19.8078 67.3937 54.6491 75.1836 52.9194 12.7446 10.1469 2275.43 9.35842 65.8252 12.9306 8.81112 6524.89 6407.58 81.0876 117.314 47.6446 33.4429 internal_count=86175 25617 2275 60558 650 354 187 65 1487 1441 1295 945 146 920 803 788 794 117 81 23342 242 546 93 43 59908 58144 652 1764 314 338 is_linear=0 shrinkage=0.1 Tree=475 num_leaves=31 num_cat=0 split_feature=8 8 9 0 9 1 2 3 9 3 8 1 9 9 6 3 5 1 4 1 6 2 8 5 9 9 9 0 3 1 split_gain=0.488003 4.18089 7.91594 6.27436 4.39783 4.02102 3.7545 3.6766 3.57052 5.14864 3.48975 10.1926 7.77594 19.1331 12.1561 8.14272 8.48441 6.93158 7.14667 6.76978 12.9331 4.89339 7.36948 5.39956 7.84209 4.86519 4.81855 4.26975 3.56281 3.51172 threshold=42.537642925000007 41.920930845000008 1.0232319235801699 0.41564999520778662 1.1359563469886782 114.81845092773439 1115.8455200195315 15363.130371093752 1.0116130113601687 5.4737000465393075 44.85843363 77.375000000000014 1.0198619961738589 1.0349020361900332 53.092426300048835 1869.7449951171877 2.6199631690979008 80.055000305175795 0.075642000883817687 120.49074935913087 58.123060226440437 169.55500030517581 44.077775450000011 2.5900232791900639 1.0083022713661196 1.016515374183655 1.0132265686988833 1.5820000171661379 33.204999923706062 131.91500091552737 decision_type=10 10 2 10 2 8 8 10 2 10 8 10 2 2 10 10 10 10 10 10 8 10 10 8 2 2 2 8 10 8 left_child=1 4 3 5 7 8 -4 -1 9 -3 11 27 14 15 17 -14 -17 -13 21 20 -15 -19 23 -23 -25 -16 -24 28 -2 -21 right_child=10 2 6 -5 -6 -7 -8 -9 -10 -11 -12 12 13 19 25 16 -18 18 -20 29 -22 22 26 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00063637666563982876 0.091982602085967202 0.10347345866098312 0.12675567997497419 -0.12405215166323454 -0.10558797735932578 -0.074829149344195406 0.024497564534866605 0.10806782177679515 0.064160785310811583 -0.07820464268431282 2.8729982566704691e-05 -0.17876216133118192 0.11722131066455338 0.054933257343701802 -0.037821933765624011 -0.10345984399526179 0.11960365299012737 0.058551923544034427 -0.16705863581323202 -0.20426220828572725 -0.11211825133805425 -0.10971426041664806 -0.042442022520465021 -0.10806693972794053 0.090775509632139081 -0.15705770214540721 -0.20543625574290122 0.10712882993740143 -0.067944225943599862 -0.077669692639337873 leaf_weight=671.37771842225766 2.321240749209208 2.2633897718042233 9.918331522494551 3.5084200836718074 3.8826164765291642 3.908636547625064 5.6278332583606252 3.200732205525127 14.428559496998785 5.0184450894594193 8193.173998207465 2.6354022510349742 14.14433345384896 11.613948274403812 4.7377864420413998 4.253072962164878 2.8463101871311665 10.489677594043313 2.6978914514183989 2.8134660571813557 7.7118933778256169 2.6853205114603051 4.9038917310535899 2.534048257395626 9.1277980841696245 12.322398357093332 2.8782692104578018 8.5534843513742072 3.4834251720458269 9.9094228334724903 leaf_count=6692 24 16 87 25 2862 22 36 103 96 45 75210 22 112 74 27 27 27 102 14 12 42 13 43 42 82 66 15 109 43 85 internal_value=0 0.00248645 0.0321185 0.00136558 0.000535311 0.018541 0.0897374 0.00114612 0.0353509 -0.0217342 -0.000221924 -0.0169642 -0.0274598 -0.000235952 -0.0538325 0.0733593 -0.0140284 -0.022316 -0.0106417 -0.0490191 -0.0117279 0.00229543 -0.0243711 0.0181301 0.0475683 -0.123945 -0.102726 0.0622058 -0.00399073 -0.105664 internal_weight=0 723.135 44.6736 29.1275 678.461 25.619 15.5462 674.578 21.7104 7.28183 8315.84 122.663 108.305 53.2924 55.0125 21.2437 7.09938 37.9523 35.3169 32.0487 19.3258 32.619 22.1293 14.3472 11.6618 17.0602 7.78216 14.3582 5.80467 12.7229 internal_count=86175 9984 327 204 9657 179 123 6795 157 61 76191 981 805 379 426 166 54 333 311 213 116 297 195 137 124 93 58 176 67 97 is_linear=0 shrinkage=0.1 Tree=476 num_leaves=31 num_cat=0 split_feature=0 3 7 3 7 2 2 6 4 5 0 3 1 9 8 9 3 0 5 7 2 8 1 9 3 1 9 8 0 3 split_gain=0.506912 1.16765 0.839399 1.05633 1.03234 1.07986 0.842937 2.05291 1.09402 1.0353 0.834289 0.809724 0.556748 0.520949 5.61651 4.42242 5.58636 6.58301 5.31882 6.61543 5.87587 3.95432 6.62865 6.44802 5.47004 5.71227 4.59154 6.7331 5.24422 4.07135 threshold=1.4203000068664553 29.450950622558597 106.59830856323244 2.2710633277893071 99.014732360839858 214.95999908447268 115.81000137329103 51.514183044433601 0.14873799681663516 2.1694999933242802 1.5820000171661379 2.59309995174408 51.555000305175788 1.0283345580101015 56.489202475000006 1.024965286254883 11.651244640350344 0.22995000332593921 2.4904099702835087 84.420028686523452 358.54563903808599 48.197255490000011 84.153450012207045 1.0215296745300295 8.2114148139953631 87.354000091552749 1.0232319235801699 49.976338770000005 0.11982686817646028 8.2114148139953631 decision_type=10 10 10 8 10 10 10 8 8 8 10 8 10 2 10 2 10 10 10 10 10 8 10 2 10 10 2 8 10 10 left_child=13 2 4 -4 6 -6 8 -8 11 -10 -3 -2 -12 14 15 21 17 -17 -18 -20 -21 -1 23 -23 25 -24 27 -26 -29 -25 right_child=1 10 3 -5 5 -7 7 -9 9 -11 12 -13 -14 -15 -16 16 18 -19 19 20 -22 22 24 29 26 -27 -28 28 -30 -31 leaf_value=-0.002735812707360188 -0.0870600744474605 -0.18129108556296969 -0.12183798418351355 0.027463881713246482 -0.0038046559442921589 0.11799583172706465 0.065029819745249143 -0.122141693893146 -0.095550599367683495 0.067719070409874738 0.1126738967058088 0.084301682970493841 -0.080888983561686695 -0.00016979977930894701 -0.088833734116506621 -0.053645636594844684 0.097380093689809544 0.074470622546952608 -0.15102503949384075 0.11461167675558977 0.0063993294600257315 0.015713968610128186 0.20395039744259852 0.019631729717935635 -0.050471266158409162 0.059871790079615461 -0.073774153687312979 0.11363362656963881 0.011512436092830104 -0.14274710039402036 leaf_weight=425.70715820828809 1.4521992937798132 0.70836745568521908 1.3045647855324198 0.74421435334079422 1.5657762353257569 1.360250652869581 0.86286497092805836 1.8262065075432472 0.45547124800850536 2.6365389307538862 0.19959547370672226 0.34037761599029193 0.58159626035558176 8454.0367023055733 6.5872436522622584 13.386188298463823 15.119631559588013 5.7263396686321348 2.0166207402944591 7.0312619144096997 17.523544232361019 15.065343408539777 3.3939310623391092 2.1483640745282164 7.027748426422483 14.543132705148308 4.6477295830845824 10.187966488301756 9.9298385940492135 5.4899900779128075 leaf_count=4198 99 13 59 9 42 24 12 75 66 94 2 10 86 79947 199 137 150 86 10 95 136 168 27 29 54 97 35 87 94 35 internal_value=0 -0.0189906 -0.00905407 -0.0676044 0.00237073 0.0528179 -0.0171192 -0.0620824 0.00763406 0.0436685 -0.102699 -0.0545216 -0.0314334 2.67629e-05 0.00296514 0.00404701 0.0295069 -0.0152605 0.0500298 0.0230866 0.0373859 0.000939342 0.0225388 -0.0222328 0.0429787 0.0871334 0.0180677 0.0337924 0.0632282 -0.0970764 internal_weight=0 14.038 12.5485 2.04878 10.4997 2.92603 7.57366 2.68907 4.88459 3.09201 1.48956 1.79258 0.781192 9019.57 565.532 558.945 60.8036 19.1125 41.6911 26.5714 24.5548 498.141 72.434 22.7037 49.7303 17.9371 31.7933 27.1456 20.1178 7.63835 internal_count=86175 591 490 68 422 66 356 87 269 160 101 109 88 85584 5637 5438 614 223 391 241 231 4824 626 232 394 124 270 235 181 64 is_linear=0 shrinkage=0.1 Tree=477 num_leaves=31 num_cat=0 split_feature=9 8 0 4 8 8 8 8 7 3 9 7 1 0 9 1 8 1 8 0 3 8 9 6 9 1 7 3 6 9 split_gain=0.47441 7.36035 4.7155 8.16543 8.80315 7.08712 9.65777 8.68937 7.52232 8.01455 7.34066 10.3765 6.72682 5.90017 5.58999 5.07495 4.09356 4.08651 4.07665 3.88561 3.61082 6.93458 4.04895 3.2648 6.26752 3.09719 2.9876 5.16294 3.07361 5.32201 threshold=1.0465513467788699 59.515317785000008 0.30999997258186346 0.19435833394527438 52.371645130000012 53.385573055000009 55.038618855000003 50.568756935000003 106.59830856323244 17.637899398803714 1.0365875959396365 102.00045776367189 157.25249481201175 0.16701000928878787 1.0148731470108034 141.08250427246097 52.66233285500001 115.38129806518556 48.641006055000013 0.14911996573209765 6.710400104522706 58.911450515000006 1.0415483117103579 53.588890075683601 1.0349020361900332 84.153450012207045 88.284236907958999 183.43103790283206 54.664556503295906 1.0267012119293215 decision_type=2 10 8 8 10 10 10 10 8 10 2 8 10 8 2 10 10 10 10 10 8 10 2 10 2 10 10 8 10 2 left_child=1 2 3 5 14 7 17 8 26 12 11 -9 15 23 -5 -10 -12 -7 -14 -8 21 22 -4 -11 -25 -13 27 -1 -28 -30 right_child=-2 -3 20 4 -6 6 19 10 9 13 16 25 18 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31 leaf_value=0.11984266190635345 0.00025585771092881171 -0.10491381753963176 0.0052755428997939098 -0.058325209058240735 -0.047410717819004342 0.1249939095251978 0.012962753869551993 -0.10345214156766776 0.014553314468644614 -0.022655780010719162 -0.12672305658322322 -0.0042385882666392573 0.02369512617230456 -0.014854750856165258 0.093784475368992648 0.15438094151702703 -0.026006499748247393 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internal_value=0 -0.00203928 -0.00133412 0.00554019 0.0528622 0.00209868 0.0508892 -0.00100914 0.00278868 -0.0340513 -0.0530798 0.00848136 0.0126664 -0.0691921 0.0786902 0.0655164 -0.0930007 0.0928881 -0.0480674 -0.0312703 -0.00814127 0.00482896 0.00216407 -0.108165 -0.131698 0.0873767 0.0077746 0.0642705 0.00630856 0.0151141 internal_weight=0 1014.61 1007.71 501.38 33.991 467.389 27.9886 439.4 409.531 48.8187 29.8695 11.75 20.9572 27.8615 27.029 11.2059 18.1195 18.5209 9.75131 9.46767 506.326 150.739 148.448 16.2246 12.7231 6.89216 360.712 9.12354 351.589 186.327 internal_count=86175 9520 9040 4191 702 3489 299 3190 2954 312 236 79 136 176 644 78 157 124 58 175 4849 2168 2146 87 71 58 2642 121 2521 1290 is_linear=0 shrinkage=0.1 Tree=478 num_leaves=31 num_cat=0 split_feature=3 8 3 9 7 2 4 2 6 6 8 2 2 0 8 8 7 9 8 9 5 4 5 0 4 6 8 4 4 8 split_gain=0.497993 4.40099 3.61992 3.43383 5.21283 3.93118 9.01589 7.67165 5.48714 4.65089 6.80661 4.42814 4.27727 8.93377 4.09767 7.28834 6.47792 6.09147 13.9663 9.40851 5.33125 7.88727 5.0429 5.91613 4.81245 4.68307 4.66794 4.34143 4.07894 4.73964 threshold=1.4608800411224367 47.108760685000007 0.6850000023841859 1.0148731470108034 94.944957733154311 7637.8703613281259 0.069002497941255583 20875.949218750004 53.860177993774421 52.255464553833015 60.522278915000008 8816.0419921875018 98.317661285400405 0.3790500015020371 58.677270650000004 58.911450515000006 94.889053344726577 1.162797808647156 59.071444280000001 1.1895753145217898 2.6390450000762944 0.10300850123167039 2.6173266172409062 0.060004999861121185 0.048435999080538757 51.881221771240241 59.392466590000005 0.075642000883817687 0.082002002745866789 60.076609070000011 decision_type=10 10 10 2 10 10 10 10 10 8 10 8 8 8 10 10 8 2 10 2 10 10 10 8 10 10 10 10 8 8 left_child=1 2 -1 4 -3 12 8 -8 9 10 11 -7 -5 14 16 -16 -14 18 -17 -19 21 27 23 -21 -18 -24 -27 -20 29 -28 right_child=-2 3 -4 5 -6 6 7 -9 -10 -11 -12 -13 13 -15 15 17 24 19 20 22 -22 -23 25 -25 -26 26 28 -29 -30 -31 leaf_value=-0.12449489078163067 0.0001444913536813207 0.10550907899569538 -0.016012297181307131 0.014621835630466973 -0.0032903885717861362 0.12747240162684603 0.26369890394897882 0.027848398956635174 0.11836647144603747 -0.073034503992496377 0.23621896476281359 -0.024087479369575872 -0.064413481616861029 -0.053774237421577387 0.17189571784073107 -0.16322262136672516 0.12694542877619436 -0.087284695889141728 -0.0096649192419006359 0.20029327902693456 0.10362711460994317 -0.11893324703730222 -0.10346819327917733 -0.0082283604720374739 -0.00833343878692323 0.11149149775455849 -0.13373750013286204 0.13878695539396199 0.021865658936478689 0.012426097306210209 leaf_weight=5.3164973357843319 8691.6888450804436 7.374727951828393 7.298776939198433 63.414748795546075 10.931058210888294 2.2863924968987748 2.7426173180574542 2.7742098262533545 3.7131030447781077 8.2685198674444091 1.3273824872449029 12.290034791920334 23.549286784604192 46.25465738560888 2.7258974034339181 2.9727714732289341 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160 3120 396 41 355 333 246 223 2724 1938 985 590 395 574 183 391 168 75 317 42 252 275 211 57 190 67 is_linear=0 shrinkage=0.1 Tree=479 num_leaves=31 num_cat=0 split_feature=9 8 8 9 1 5 9 5 4 8 6 0 0 3 7 5 4 8 8 9 8 9 9 6 1 6 4 6 8 8 split_gain=0.515952 3.74639 6.26141 4.81453 7.98186 10.7742 7.50804 7.08303 6.49286 9.8366 4.81904 5.87432 8.9292 5.99093 5.00076 4.02217 3.51223 6.39491 12.1624 40.0371 20.8142 11.9934 10.7885 10.5872 10.3612 10.6231 9.7317 9.11269 8.52129 15.9179 threshold=1.1326038241386416 47.827284630000008 40.321323380000003 1.1359563469886782 76.300849914550795 2.5600099563598637 1.1342637538909914 2.6399934291839604 0.044162999838590629 88.172383900000014 54.391788482666023 0.18998345732688907 0.12999981641769412 546.59375000000011 93.857128143310561 2.68000340461731 0.078765001147985472 59.778939185000006 55.038618855000003 1.0564270019531252 59.244131955000007 1.1059830784797671 1.0465513467788699 51.173202514648445 82.942451477050795 56.785594940185554 0.030000999569892887 50.630205154418952 68.854262760000012 69.293986920000023 decision_type=2 10 8 2 10 10 2 10 10 10 8 8 10 8 10 10 8 10 10 2 10 2 2 10 10 10 10 10 10 10 left_child=16 2 -2 4 -3 6 -6 8 9 -7 11 12 14 -13 -9 -4 17 18 27 22 21 -21 -20 -22 25 28 -26 -1 -19 -30 right_child=1 3 15 -5 5 7 -8 10 -10 -11 -12 13 -14 -15 -16 -17 -18 24 19 20 23 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-0.032080649534641216 0.025219257918791899 -0.11784366601774494 -0.10584472580779532 -8.2776378158899372e-05 0.10618922228995072 0.052974466114998467 -0.016744102942117822 -0.094277205350704801 -0.14534025808073445 -0.20209135804137335 -0.10895938297272366 -0.11941389553229215 0.14053049292935346 0.020671369537398197 0.12057175333957725 0.021266409425528487 -0.0013185419701500192 0.099199815425828702 -0.019090094878190699 -0.10833895421679021 0.15965336201433203 0.023702797181433845 0.12904116104858795 -0.015338080645226963 -0.0060915639685655085 -0.10515773834188175 0.034559935995696407 0.0095952677010162791 -0.25714901945491325 -0.0026301314103257031 leaf_weight=57.984455340344084 9.2116152718665507 8.357505558524279 11.960493738329886 5506.7328297282747 10.366929253563285 5.2240080777555731 9.5397177031263709 3.9423609585501271 9.7392869126051647 2.1277994029223919 4.2053072303533545 5.4384444467723378 6.1713079959154129 6.9597322158515462 1.4938623951748011 3.1437088139355174 2265.9887508515526 7.7705577129672738 6.8802158627659109 54.909908598056063 3.869103141129016 7.864061973989009 17.227157600224018 32.490122204646468 78.523686146130785 10.955573472310787 235.51400490995729 551.25658951004152 2.5323808249086133 82.796166028318112 leaf_count=501 42 107 3130 55208 72 59 55 64 52 12 25 42 34 41 10 33 17970 167 139 493 19 40 102 181 731 67 1947 3736 16 1080 internal_value=0 -0.000592944 -0.0397597 -0.000422277 -0.0258353 -0.014043 0.0472768 -0.0409881 -0.0917894 -0.020848 -0.0102111 0.00708753 0.0582122 -0.0407769 -0.0352372 -0.0793885 0.000966137 0.00546568 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63.771519430000005 56.594217300415046 132.85200500488284 65.747008215000008 66.212967135000014 66.889917430000011 67.264778700000008 332.28517150878912 93.380386352539077 1.087821424007416 52.909761428833015 101.12480545043947 66.704003095000019 142.59500122070315 1.0895128250122073 64.890895843505874 0.06591349840164186 99.102649688720717 97.585292816162124 51.26618957519532 27.513094805000005 52.079084396362312 154.21499633789065 1.1026969552040102 677.77099609375011 55.172666549682624 decision_type=2 10 2 10 10 10 8 10 10 10 10 10 8 2 10 8 10 10 2 10 8 10 10 10 10 8 10 2 10 8 left_child=1 2 -1 11 -5 6 7 -6 -9 -10 -11 -4 -13 14 17 -16 -17 -2 19 -15 22 -22 23 -21 25 -20 -27 28 29 -28 right_child=13 -3 3 4 5 -7 -8 8 9 10 -12 12 -14 18 15 16 -18 -19 24 20 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.00032855262901584247 -0.087000786698305632 -0.10511497331002265 0.036490392199547826 -0.080473217209758974 0.096656499899269416 -0.13558162693153769 -0.090638107341595442 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8.3309343204527959 15.481677182018759 3.8605438330614552 12.650559939444063 15.174275100231169 leaf_count=14695 64 481 867 172 111 19 48 30 45 28 284 63 157 71 219 83 24 630 87 23 97 84 23 42 64048 657 82 2728 99 114 internal_value=0 0.00139103 0.00162951 0.0154741 -0.00709444 0.00798788 0.0140339 0.0220883 0.00216472 0.0148991 -0.00145254 0.0282717 -0.0117913 -0.000398028 -0.018016 -0.0548805 0.00805843 0.000557088 -1.80095e-05 0.0294541 0.049811 0.0804143 -0.00572128 -0.0415161 -0.000268678 -0.0285931 -0.0162588 -0.00290599 0.00759273 0.0293463 internal_weight=0 1984.95 1980.52 245.401 88.8013 73.661 70.6843 65.6338 51.795 46.2482 39.1617 156.6 26.6571 7026.24 148.356 49.7032 13.838 98.6529 6877.89 58.005 48.5454 31.2976 17.2478 12.2119 6819.88 62.313 55.498 47.1671 43.3065 30.656 internal_count=86175 17000 16519 1824 737 565 546 498 387 357 312 1087 220 69175 1020 326 107 694 68155 340 269 181 88 65 67815 3767 3680 3023 295 196 is_linear=0 shrinkage=0.1 Tree=481 num_leaves=31 num_cat=0 split_feature=8 9 8 6 4 4 7 0 9 4 4 4 4 0 9 3 0 3 8 9 6 7 9 5 9 7 9 9 2 2 split_gain=0.511046 1.78088 1.62992 3.27504 2.8535 3.35189 2.63629 4.96797 4.20791 4.89906 2.61259 1.6129 2.04837 2.3846 1.97193 1.58069 2.61361 2.12942 1.8575 7.15295 6.69633 3.75912 5.63508 3.54964 6.68197 6.96313 2.47285 3.66692 2.7808 2.49202 threshold=11.539578135000001 1.1010892987251284 13.758170855000001 52.786998748779304 0.11695516481995584 0.064022999256849303 89.716804504394545 0.40495000779628759 1.0744642019271853 0.03688549995422364 0.050386000424623496 0.20619666576385501 0.16000332683324817 0.38967499136924749 1.054794490337372 58.725000381469734 0.25002999603748327 66.740806579589858 8.0257143200000005 1.0497827529907229 53.337013244628913 96.776599884033217 1.0564270019531252 2.6852366924285893 1.0646093487739565 88.430774688720717 1.0465513467788699 1.0448677539825442 1115.8455200195315 549.02999877929699 decision_type=10 2 10 8 10 10 10 10 2 8 10 10 8 10 2 10 10 10 10 2 10 8 2 10 2 10 2 2 10 10 left_child=1 11 3 4 5 6 8 -8 -2 -10 -5 12 15 -14 -13 16 -1 -17 19 26 21 22 -20 -24 25 -25 27 29 -29 -19 right_child=2 -3 -4 10 -6 -7 7 -9 9 -11 -12 14 13 -15 -16 17 -18 18 20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=0.030495440150057947 -0.10461401618732198 -0.10029430127630275 -1.1474395847541432e-05 0.0053557022730701797 0.085103323850842932 -0.11922821591267432 0.087471961548687346 -0.059306943430902904 -0.074288860410587534 0.087990904658486968 -0.1238584659936858 -0.13377448012668769 0.057160437298096292 -0.068905546769882156 0.12122741914684894 0.091804657123858185 -0.14672908560896589 -0.045116005084078939 0.089680445138688836 -0.099488863152276452 0.088821057065147979 -0.11076527777559285 -0.083701658394857159 -0.059724422092683374 -0.1345719729607181 0.10289876742216375 0.066723294352454304 -0.14841421343395886 -0.0088006570697645326 0.01571721648409603 leaf_weight=1.566328600047654 5.1144942874088972 1.5571710768431319 8830.3368359119231 2.3149406090378752 3.0521849282085887 2.8593111094087353 6.3447513096034509 3.6225498616695404 3.4558198153972626 4.0293438695371151 4.8287018341943622 1.5444475312697239 13.497993745201709 1.6880920198163938 0.37734337896108616 2.8285684920847407 1.7752694055088794 7.881560191512107 6.4414594843983712 7.2914006337523452 10.73769414052367 2.941097103059291 5.8093232903629568 4.1791845411062223 2.6182928308844557 7.1162345483899117 5.891182478517293 2.8051682393997899 2.9030729904770851 46.246963126584888 leaf_count=10 69 3338 80442 25 23 25 53 22 19 26 66 809 223 31 3 16 45 68 46 75 80 17 54 56 17 47 59 25 17 369 internal_value=0 0.00604163 -9.75919e-05 -0.0214452 -0.00625895 -0.0172261 -0.00430211 0.0341261 -0.0347018 0.0130681 -0.0819858 0.00725789 0.00856033 0.0431469 -0.0837049 0.00414781 -0.0636575 0.00610628 0.00395851 -0.005518 0.0213258 -0.00357474 0.00847433 -0.0180472 0.00936512 0.0427299 0.00490647 -0.00117966 -0.0774101 0.0068594 internal_weight=0 137.698 8865.96 35.6221 28.4785 25.4263 22.567 9.9673 12.5997 7.48516 7.14364 136.141 134.219 15.1861 1.92179 119.033 3.3416 115.691 112.863 73.0193 39.8433 29.1056 26.1645 19.723 13.9137 11.2954 65.7279 59.8368 5.70824 54.1285 internal_count=86175 5405 80770 328 237 214 189 75 114 45 91 2067 1255 254 812 1001 55 946 930 613 317 237 220 174 120 103 538 479 42 437 is_linear=0 shrinkage=0.1 Tree=482 num_leaves=31 num_cat=0 split_feature=2 7 7 9 8 3 9 9 0 1 8 8 0 7 4 9 6 6 2 0 2 6 0 5 4 1 3 6 1 1 split_gain=0.495461 3.02177 4.65677 5.12012 4.93404 4.46531 5.18484 4.35269 6.9152 4.92961 4.39584 5.57684 5.69095 3.90312 4.16254 7.00082 6.60395 5.18456 4.54795 4.31284 4.20745 4.21939 5.90186 4.67303 4.07571 11.562 5.42267 6.01699 5.38946 5.34783 threshold=2742.005004882813 94.536071777343764 94.889053344726577 1.3951563835144045 73.498535265000015 214.22879791259768 1.5900974869728091 1.1644290089607241 0.079295001924037947 77.045616149902358 74.980382370000015 58.677270650000004 0.38000005483627325 94.200740814208999 0.090002503246068968 1.2905700802803042 56.91405105590821 59.400131225585945 1518.3919067382815 0.077029999345541014 323.08480834960943 53.723968505859382 0.11982686817646028 2.6378600597381596 0.050005000084638603 178.82440185546878 300.02999877929693 52.968900680541999 71.956893920898452 152.39299774169925 decision_type=8 8 8 2 8 10 2 2 10 10 8 10 8 10 8 2 8 10 8 10 10 8 8 10 8 10 10 8 10 8 left_child=1 13 3 7 -5 6 -6 8 -3 -9 11 -10 -13 24 16 18 19 -18 20 -15 -16 -22 -23 -24 26 -26 28 -28 -1 -29 right_child=-2 2 -4 4 5 -7 -8 9 10 -11 -12 12 -14 14 15 -17 17 -19 -20 -21 21 22 23 -25 25 -27 27 29 -30 -31 leaf_value=-0.086242065492864714 -0.001401492835429877 0.092005121458366992 -0.00028288659980808394 0.16614984811977163 0.13654378234060843 -0.059146979828193391 -0.094144885738768308 -0.14348720871949339 -0.042365375588216986 -0.039887904080774972 -0.094295463574955607 0.059435656452569541 -0.094644214882471017 0.083587710017688388 0.062918391799185611 0.13968339083019274 -0.10752261196734628 0.044466554227321285 0.10924932577068527 0.0076132313926657999 0.073017829842323426 -0.11211760437010253 0.094356739980675827 -0.044107488840860229 0.00081459788695633674 -0.071669661005006949 -0.015231823272073964 0.023538873174709141 0.021814403013819941 -0.10895532572982457 leaf_weight=4.6984659066110899 1979.0045975927696 5.9487452840548931 5402.8276288288089 2.4589661714635414 3.6458728246216197 4.9652056796476245 1.3295786911621688 5.2113111798535092 22.258306371863 38.712934832583414 7.2066674715606487 14.255908417369936 2.8816958218812969 9.0701987035572511 11.589663509279488 6.7537175328470758 7.8883843502262589 3.136776858009398 6.0090282214805475 42.400594947204809 4.5530257150530842 6.2638783454895028 4.0638880580663681 6.0898903608322144 895.73521811779574 22.560464225709438 128.00925327648656 84.572600269828399 262.24360278312088 3.1602091870736322 leaf_count=154 20910 44 49370 69 54 58 22 52 159 319 48 89 15 72 77 56 63 25 33 472 29 29 19 33 7480 131 2191 850 3213 39 internal_value=0 0.000389965 -0.00069551 -0.0211715 0.039318 0.00794427 0.0748974 -0.028946 -0.00952686 -0.0521793 -0.0224873 -0.00935143 0.0335271 0.00435525 0.0226893 0.045762 0.00595662 -0.0642801 0.0293158 0.0210015 0.014564 -0.0121595 -0.0357813 0.0113106 0.00294426 -0.000966178 0.0103838 -0.00140627 0.0199125 0.0187663 internal_weight=0 7020.5 5511.7 108.875 12.3996 9.94066 4.97545 96.4756 52.5513 43.9242 46.6026 39.3959 17.1376 1508.8 107.819 45.3231 62.496 11.0252 38.5694 51.4708 32.5603 20.9707 16.4177 10.1538 1400.98 918.296 482.684 215.742 266.942 87.7328 internal_count=86175 65265 50299 929 203 134 76 726 355 371 311 263 104 14966 908 276 632 88 220 544 187 110 81 52 14058 7611 6447 3080 3367 889 is_linear=0 shrinkage=0.1 Tree=483 num_leaves=31 num_cat=0 split_feature=4 1 7 2 9 3 5 3 4 6 1 3 9 3 7 9 2 3 1 7 9 8 2 1 5 6 4 0 8 1 split_gain=0.57535 5.59186 4.19757 5.35098 5.86839 6.08525 5.755 5.26771 6.01281 4.83295 4.70008 7.80364 4.68354 4.55797 8.51882 9.55149 9.30426 7.54753 6.36925 5.25787 7.24888 6.67647 5.21508 8.90002 4.83508 6.86197 4.53884 11.7299 4.36646 11.7626 threshold=0.056858500465750701 71.956893920898452 94.479389190673842 2183.329956054688 1.0399255156517031 2.59309995174408 2.7270150184631352 49.229299545288093 0.053014999255537994 58.474561691284187 103.47080230712892 9.5827898979187029 1.0432021617889407 487.31999206542974 102.27501678466798 1.1342637538909914 993.87500000000011 155.9423522949219 142.36499786376956 96.289451599121108 1.0845726132392886 67.847581670000025 2964.390014648438 96.005779266357436 2.5960299968719487 57.884914398193366 0.053014999255537994 0.40495000779628759 66.212967135000014 120.1243019104004 decision_type=8 10 8 10 2 10 10 8 10 8 10 8 2 10 10 2 8 10 10 8 2 10 8 8 10 10 10 10 10 10 left_child=1 -1 3 4 6 -6 10 8 9 -4 -3 -12 -7 14 15 17 -17 -9 -16 22 -21 -22 23 -19 25 -15 -14 -28 29 -26 right_child=-2 2 7 -5 5 12 -8 13 -10 -11 11 -13 26 24 18 16 -18 19 -20 20 21 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=-0.049475244659748979 0.00041031635966114958 -0.12034766149125881 0.022966098174419913 -0.002840445026862046 0.10139404722708754 0.10504031213155469 0.10365105955938281 -0.041601438354796336 -0.03896596921719106 0.11645864473549006 -0.087976307306522436 0.068924579671500008 0.012831512034838767 -0.059590974473957531 0.062208075528249911 -0.022714923964769373 -0.080158862716098803 -0.11280332162517109 -0.059595193328622259 -0.028877022174434615 0.076053394273028457 -0.0055474514328267216 -0.1196631435226895 0.055171326442094618 0.022411900914789645 0.075428531744502508 -0.0022020592909362548 -0.1822179353221422 0.010138348545914846 -0.084691540202333382 leaf_weight=24.036206248792951 7093.7191395383988 7.4022374581545654 45.770471675760746 802.41507672489024 7.615989706326217 5.2680586688220492 2.5114317848347119 41.589143880177289 14.292154591312281 6.2888485196854154 7.3625732998771101 5.566548055037857 432.91163629695075 25.390378058291393 19.288242885348158 66.380368056379666 49.017575142652277 4.8175426423549661 5.5222028794814824 17.692448325688019 28.147324187681079 15.574761521071194 5.2599668428301802 9.1363903511082754 22.728838563289173 4.4191847920883438 26.003657042114359 4.2050240953685707 178.30151503762681 18.682658393498059 leaf_count=1160 60970 59 1039 9390 107 44 43 302 115 115 50 61 5654 526 180 1575 1001 42 78 156 173 131 35 74 318 42 313 44 2067 311 internal_value=0 -0.00154762 -0.00093471 0.00221569 0.0103487 0.0127247 -0.0391629 -0.00802357 0.0184872 0.0342601 -0.056804 -0.0204237 0.0112829 -0.0114595 -0.0206603 -0.0264822 -0.0471154 -0.00700035 0.0350976 0.0108473 0.0251308 0.0469854 -0.0348077 -0.00282129 -0.00178296 -0.0395747 0.0102164 -0.0272601 0.00334444 -0.0259075 internal_weight=0 1903.6 1879.56 1301.26 498.847 476.004 22.8428 578.3 66.3515 52.0593 20.3314 12.9291 468.388 511.949 262.426 237.616 115.398 122.218 24.8104 80.6284 61.4145 43.7221 19.2139 13.9539 249.523 29.8096 463.12 30.2087 219.713 41.4115 internal_count=86175 25205 24045 15765 6375 6162 213 8280 1269 1154 170 111 6055 7011 3747 3489 2576 913 258 611 460 304 151 116 3264 568 6011 357 2696 629 is_linear=0 shrinkage=0.1 Tree=484 num_leaves=31 num_cat=0 split_feature=6 3 4 1 4 7 7 6 1 0 5 5 8 8 7 4 8 9 9 5 5 9 3 7 7 0 9 7 1 9 split_gain=0.503925 3.02173 3.00757 6.87991 3.23336 4.38365 3.32143 3.22753 2.84167 3.3102 8.30903 5.13257 4.49131 4.17448 5.03763 4.6453 4.16243 4.15925 5.44908 3.95536 6.88364 3.74135 3.73647 3.42147 3.63917 3.57116 4.89391 3.33158 9.39752 4.18955 threshold=59.754011154174812 5455.2058105468759 0.053801501169800765 82.310581207275405 0.041295999661087997 96.574840545654311 92.615818023681655 60.751745223999031 197.17499542236331 0.20000014454126361 2.6399934291839604 2.6582233905792241 59.244131955000007 41.376632000000008 112.07624816894533 0.090991999953985228 47.827284630000008 1.0564270019531252 1.0646093487739565 2.5541366338729863 2.5850065946578984 1.0066126585006716 1154.7149658203127 107.00885391235353 102.89816665649415 0.28000500798225408 1.1861543059349062 97.206172943115249 100.33264923095705 1.5776674151420595 decision_type=10 10 10 10 10 8 10 10 8 10 10 10 10 8 8 10 10 2 2 8 10 2 10 10 10 10 2 8 10 2 left_child=-1 2 3 -2 5 6 -5 -6 9 10 27 -12 -13 14 21 16 -15 -18 -19 -16 -21 -11 -23 24 -17 26 -25 28 -4 -29 right_child=1 -3 8 4 7 -7 -8 -9 -10 13 11 12 -14 15 19 23 17 18 -20 20 -22 22 -24 25 -26 -27 -28 29 -30 -31 leaf_value=0.00018615559403461376 -0.10404875544527048 -0.043791325212167248 0.038050092418486878 -0.021284383726627058 0.02721012413593403 -0.045911329975135834 0.12504332906050838 0.11931114412206319 -0.079642878332305933 -0.059948563016212 0.11999151677104972 -0.063015652823503299 0.060031506807969461 -0.15283055366363507 -0.12312058096312453 -0.0078264629686675118 0.049208162563454276 -0.21832395760885437 -0.040084873725471759 0.1264615103768863 -0.09718448278273184 0.092182402422434084 -0.043341904893711911 0.043819766907686776 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0.0266238 -0.0143163 -0.0493297 -0.0370678 -0.0535078 -0.0360181 0.0157253 0.0556168 0.0726905 -0.0088784 -0.01682 0.011523 -0.0365203 -0.000439682 -0.0377021 0.00416232 internal_weight=0 544.637 527.103 32.3702 28.8503 13.5903 6.51226 15.26 494.732 489.876 218.163 23.8816 14.5573 271.712 27.7375 243.975 32.7981 29.324 24.6306 8.77606 5.50551 18.9615 16.5207 211.177 152.006 59.1708 12.2649 194.282 21.3567 172.925 internal_count=86175 5038 4902 306 282 145 53 137 4596 4562 1575 207 131 2987 611 2376 336 313 284 434 308 177 143 2040 1429 611 113 1368 177 1191 is_linear=0 shrinkage=0.1 Tree=485 num_leaves=31 num_cat=0 split_feature=4 1 7 9 6 8 2 9 1 0 9 5 8 8 9 7 3 8 9 0 2 9 1 7 9 2 8 1 5 3 split_gain=0.504232 4.53151 3.62087 6.54132 5.16817 5.73912 6.25535 5.21763 5.41178 5.08402 4.55459 4.42081 4.10342 8.89076 8.16342 8.34329 8.13364 7.29345 7.42141 7.34372 6.55508 5.94525 5.76381 5.38002 6.1277 7.79041 7.97164 5.74266 6.01469 5.33263 threshold=0.056858500465750701 71.956893920898452 93.380386352539077 1.6483626961708071 53.556535720825202 60.333021200000012 223.53499603271487 1.0232319235801699 197.17499542236331 0.019999990239739421 1.5335874557495119 2.5799700021743779 65.094124090000022 72.121931125000017 1.1392991542816164 95.30426406860353 580.35501098632824 66.558369800000023 1.2292694449424746 0.30505000054836279 184.97500610351565 1.1844688057899477 122.09254837036134 97.049575805664077 1.2543222308158877 883.83499145507824 74.297319060000021 89.037445068359389 2.599985003471375 12.087590217590334 decision_type=8 10 8 2 10 10 8 2 10 10 2 8 10 10 2 10 10 10 2 10 10 2 10 10 2 10 10 10 10 10 left_child=1 -1 4 10 -3 7 -7 -6 -9 -8 12 -10 14 17 20 22 23 18 19 21 -4 -14 -16 24 25 26 -15 -25 -29 -19 right_child=-2 2 3 -5 5 6 9 8 11 -11 -12 -13 13 16 15 -17 -18 29 -20 -21 -22 -23 -24 27 -26 -27 -28 28 -30 -31 leaf_value=-0.044784388241610407 0.00038384250401635861 -0.00059051151959554384 0.079761434801382869 0.083023735792862277 -0.055123859325848547 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23.001413229008904 29.698718032137549 18.761986239289399 19.378453365177847 12.345049216804908 25.469935515087855 44.842340574949048 leaf_count=1160 60970 12374 89 159 28 95 22 265 29 1498 493 37 200 56 266 463 2394 106 275 81 1318 24 230 190 1568 231 374 200 474 506 internal_value=0 -0.0014514 -0.000900342 -0.00663922 0.00246666 0.016781 0.00692306 0.0447921 0.0544439 0.00197538 -0.00769212 -0.00889958 -0.00654103 -0.000643218 -0.0169027 -0.0523359 -0.00806867 0.027338 -0.00656444 0.0114094 -0.00744357 -0.019136 -0.0172386 -0.0269756 -0.0448611 -0.0217988 0.0128624 -0.00486023 -0.028826 0.0513106 internal_weight=0 1897.71 1873.88 692.889 1180.99 207.841 153.737 54.1041 49.3381 145.012 684.847 10.5921 671.469 427.906 243.563 51.3203 338.166 89.7401 37.1715 31.9945 192.242 22.7478 29.1973 136.016 75.1992 45.5004 26.7384 60.8164 37.815 52.5686 internal_count=86175 25205 24045 9697 14348 1974 1615 359 331 1520 9538 66 9045 6679 2366 959 5487 1192 580 305 1407 224 496 3093 2229 661 430 864 674 612 is_linear=0 shrinkage=0.1 Tree=486 num_leaves=31 num_cat=0 split_feature=3 8 3 0 4 2 4 0 9 8 6 9 6 4 9 7 6 2 1 5 2 7 1 0 7 6 5 8 7 9 split_gain=0.510227 3.57526 3.30808 2.92169 4.34295 3.86056 4.28611 4.47194 4.13121 4.91656 7.15548 10.9336 12.025 6.16761 4.55872 5.62409 4.90185 4.00312 4.70519 5.18072 4.46295 4.36955 5.1034 8.55723 4.10034 3.61116 3.44905 5.34057 3.41465 3.93848 threshold=1.4608800411224367 47.108760685000007 0.6850000023841859 0.062083277851343162 0.12600333243608478 98.317661285400405 0.10502399876713754 0.3790500015020371 1.0148731470108034 59.071444280000001 53.52466011047364 1.162797808647156 54.320377349853523 0.046223001554608352 1.2944614887237551 86.278442382812514 51.740386962890632 233.44899749755862 122.09254837036134 2.6429100036621098 1548.749450683594 100.61675262451173 137.54299926757815 0.14413331449031833 90.00799942016603 52.283020019531257 2.6863183975219731 59.244131955000007 97.497509002685561 1.2342023253440859 decision_type=10 10 10 8 8 8 10 8 2 10 10 2 10 8 2 8 10 8 10 10 10 8 8 10 10 10 10 10 8 2 left_child=1 2 -1 4 -3 -5 8 28 -7 13 14 -12 -13 -10 15 -11 -16 -15 20 24 -19 22 -21 -24 -20 -18 27 -17 -8 -30 right_child=-2 3 -4 5 -6 6 7 -9 9 10 11 12 -14 17 16 26 25 18 19 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.12020479651183547 0.00014288175580838344 0.033716142230010085 -0.013957951946274322 0.01410702538400257 -0.074804475973920245 0.067958639302340459 0.089925613774473501 -0.09442460106494073 0.055194965215800279 0.12628864471848819 0.099932366661584671 0.12242452359861461 -0.061603539813921464 -0.0065534862058821532 -0.10884087046910736 0.20614175101612739 0.14895888918115494 -0.14586469528493878 -0.012461029725943828 0.1064982575873341 -0.044854289867020926 -0.074827612079097591 0.088649098453295994 -0.1111024047571265 -0.12946642166008226 0.0095046076521068598 -0.10506207693306267 -0.041619965061052047 -0.0090003720644994453 0.084465317816732069 leaf_weight=4.9342616887170134 8654.0787196716738 37.22764368870412 7.2164381177026371 73.282385050815719 4.0932070389389983 5.2317479960620394 7.284554466023109 3.1938373529847004 6.0846688933670521 1.8966463953256596 13.439703921787439 4.674483312948726 14.770113742426473 16.221324473619461 1.9081141799433661 0.89395761489868064 3.3032717680471251 10.705806546102396 4.5360506372526279 4.7798436731100091 7.3958731070160857 6.8001133427023879 3.8658267576247454 4.8168744593858719 8.8163695950061065 4.2407320458660251 8.8949961486505327 32.46314761674148 19.757214040495459 5.8413620777428141 leaf_count=1177 81602 268 116 892 27 29 41 75 49 22 87 37 142 86 189 7 23 99 25 22 83 31 21 27 49 38 153 575 134 49 internal_value=0 -0.00387187 -0.0571036 -0.00182775 0.0229662 -0.00555188 -0.0126903 0.0185454 -0.0194895 -0.0223398 -0.00614806 0.0305751 -0.0173632 -0.0412576 -0.0286778 -0.0421719 0.0343497 -0.0498961 -0.0634908 -0.0413565 -0.104594 -0.00948817 0.0235157 -0.0221664 -0.0897176 0.0705671 -0.0497339 -0.03498 0.0295178 0.0123276 internal_weight=0 328.571 12.1507 316.42 41.3209 275.099 201.817 36.077 165.74 160.508 86.4852 32.8843 19.4446 74.0228 53.6009 44.1487 9.45212 67.9381 51.7168 33.6151 18.1017 20.2627 13.4625 8.6827 13.3524 7.544 42.2521 33.3571 32.8831 25.5986 internal_count=86175 4573 1293 3280 295 2985 2093 299 1794 1765 1273 266 179 492 1007 757 250 443 357 175 182 101 70 48 74 61 735 582 224 183 is_linear=0 shrinkage=0.1 Tree=487 num_leaves=31 num_cat=0 split_feature=4 1 1 7 2 1 6 9 9 5 4 7 2 0 0 0 5 0 6 7 1 1 8 8 7 8 1 2 8 9 split_gain=0.502284 1.93501 4.00391 3.11031 1.97387 4.48354 5.10794 5.38108 3.83262 4.62777 3.33004 3.25506 2.81126 3.98035 2.54235 2.82899 7.01324 2.52801 2.5063 2.67168 3.14472 2.49462 2.3436 11.3953 7.91713 5.53148 11.9806 7.01335 7.90693 5.04052 threshold=0.12381000071763994 171.1144943237305 155.65999603271487 102.42935180664064 4589.5473632812509 92.16300201416017 55.901250839233406 1.1109600067138674 1.2178118228912356 2.6252865791320805 0.17855834215879443 106.21330642700197 4142.8669433593759 0.22001499682664874 0.23460324108600619 0.157120056450367 2.670010089874268 0.30505000054836279 53.246049880981452 93.006793975830092 88.472000122070327 82.004386901855483 57.044835510000006 53.814256215000007 92.152797698974624 61.931032750000007 51.555000305175788 1115.8455200195315 59.515317785000008 1.1442847251892092 decision_type=10 10 10 8 10 10 10 2 2 10 8 8 8 10 10 10 8 10 10 8 10 10 10 8 8 10 10 10 10 2 left_child=-1 2 4 -3 12 6 7 10 9 -7 18 -8 22 -14 15 16 -11 -15 -6 -20 -21 -9 23 29 -25 26 -24 -28 -29 -2 right_child=1 3 -4 -5 5 8 11 21 -10 14 -12 -13 13 17 -16 -17 -18 -19 19 20 -22 -23 25 24 -26 -27 27 28 -30 -31 leaf_value=0.00029604790394084657 -0.0011521510602588458 -0.019374696730773303 -0.079856791157530388 0.10120455496181076 0.024609371294042642 -0.038990559877647227 0.061588896840738851 -0.037581205452883432 0.11161369833035498 0.099591346595742175 0.11898046834930119 -0.05638055296361591 -0.11968953532879439 0.13632416577405634 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39 42 31 52 28 52 20 24 235 18 438 5215 495 63 69 146 internal_value=0 -0.00186218 -0.00218889 0.0453967 -0.0017747 0.0121062 -0.00776336 -0.0284952 0.0359556 0.024175 -0.00880536 0.0399727 -0.00292328 -0.0693289 0.043866 0.0617282 0.030757 0.055339 -0.0179247 -0.0400163 -0.0157294 -0.104441 -0.00255304 -0.00967489 -0.0605198 0.000340908 0.0192623 0.0371163 -0.00806473 -0.00285349 internal_weight=0 1253.26 1244.66 8.60448 1238.05 94.6138 51.6133 35.985 43.0004 37.207 28.5763 15.6283 1143.44 6.33981 28.3647 20.9184 12.2382 1.82414 26.6728 17.555 12.6515 7.40869 1137.1 328.552 38.8647 808.549 129.715 96.4334 25.3318 289.687 internal_count=86175 10433 10378 55 10324 732 492 372 240 209 330 120 9592 163 144 105 63 140 152 100 72 42 9429 3352 456 6077 862 627 132 2896 is_linear=0 shrinkage=0.1 Tree=488 num_leaves=31 num_cat=0 split_feature=1 6 7 7 3 8 0 8 2 1 7 4 6 6 2 0 8 8 8 4 7 1 7 6 6 3 7 2 3 7 split_gain=0.472688 3.14416 6.41962 6.67129 7.21639 7.09031 6.36789 6.08699 8.19675 6.09074 6.10486 7.01931 5.82172 5.51826 5.22745 5.22122 5.16374 5.17425 6.71768 6.13766 5.74537 5.38317 6.23778 5.15468 4.70921 5.30892 5.88694 5.33531 4.77885 4.70098 threshold=153.93620300292972 54.627439498901374 96.436347961425795 100.50041580200197 474.61499023437506 59.86349009500001 0.20998344570398333 53.053214340000004 8816.0419921875018 162.71350097656253 87.132465362548842 0.079994998872280135 53.796087265014656 52.404510498046882 49994.080078125007 0.12000017985701562 83.673071915000023 71.117230790000008 68.659882405000019 0.081401500850915923 97.206172943115249 184.69504547119143 95.737377166748061 53.432479858398445 60.596574783325202 177.14215087890628 100.50041580200197 154.21499633789065 22.804999351501468 92.152797698974624 decision_type=10 8 8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 left_child=-1 2 7 4 5 13 -5 12 9 -9 -11 -12 29 -4 16 -13 17 18 20 -20 -3 22 -19 -15 25 27 -27 -22 -26 -2 right_child=1 14 3 6 -6 -7 -8 8 -10 10 11 15 -14 23 -16 -17 -18 21 19 -21 24 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=-0.00021655812353528616 -0.012263114109140601 -0.013143379892125948 0.10202162213897176 -0.11886941460195995 0.092426985598999783 -0.061957867773302394 0.077865872309049247 0.07392085257882694 -0.023489347179274124 -0.10830353096110133 0.035389282517824583 -0.15176631176918284 0.026566862751030186 -0.028130194719654986 0.10650574809974034 0.0024299175654803676 0.032239143959082277 -0.14147261117204316 0.10463851133484794 -0.087336530295527459 -0.0042634196574844402 -0.089648723877879297 -0.0047431029346704321 0.05049856195255991 0.0054621703246713373 0.053746390439104924 -0.078933841373876157 0.076595431492927094 -0.15715791901562187 -0.067359667177632684 leaf_weight=8274.8479921083199 38.246944301296026 233.94135344954339 10.629771878942845 5.1225443322909987 21.168429808960354 8.223430261918109 2.4236801248043776 24.020960154375643 40.160811711029964 3.7608494554297058 58.354537490464281 3.6379446145147067 20.556495398283005 13.689576104283331 4.2842808538116506 5.5401351349428296 34.772096832966781 3.6859204005450001 9.6211627926677448 2.0139939785003653 11.794474828988312 14.194543637335299 35.20775608625263 21.326108027249575 5.3501325342804176 5.9312275238335115 7.6665684580802917 26.483382627367973 2.7287273518741131 26.022328946739435 leaf_count=78502 310 3825 74 64 249 183 17 188 348 35 525 21 121 103 30 34 325 27 111 13 70 85 242 144 39 48 76 157 17 192 internal_value=0 0.00248872 0.0101651 0.0339432 0.0429565 0.0235165 -0.0556824 0.00125145 0.0144045 0.0303711 0.0156979 0.0226034 -0.0197553 0.0389155 -0.00335788 -0.0586893 -0.00455437 -0.0081219 -0.0031149 0.0714085 -0.00606523 -0.036938 -0.0177008 0.0197582 0.0215536 0.0326136 -0.02106 0.0516806 -0.0494646 -0.0345715 internal_weight=0 700.56 302.885 82.5835 75.0373 53.8689 7.54622 220.301 135.475 95.3144 71.2935 67.5326 84.8258 45.6455 397.676 9.17808 393.391 358.619 305.531 11.6352 293.896 53.0882 38.8937 35.0157 59.9545 51.8757 13.5978 38.2779 8.07886 64.2693 internal_count=86175 7673 2608 834 753 504 81 1774 1151 803 615 580 623 321 5065 55 5035 4710 4356 124 4232 354 269 247 407 351 124 227 56 502 is_linear=0 shrinkage=0.1 Tree=489 num_leaves=31 num_cat=0 split_feature=4 1 7 3 5 1 7 7 7 6 4 1 5 1 8 9 6 8 1 9 9 7 5 0 3 0 6 7 8 6 split_gain=0.506554 3.80592 4.80151 3.60108 4.18552 3.74765 3.47966 6.5011 5.76966 5.15188 4.33649 7.99457 6.48575 8.24829 4.8389 6.31482 8.4361 6.83164 8.76416 6.013 6.99026 7.59321 5.57789 5.40056 6.31839 5.38365 5.00611 5.70708 7.36884 7.17021 threshold=0.056858500465750701 75.540901184082045 88.570766448974624 800.78533935546886 2.6995050907135014 73.662002563476577 92.275657653808608 92.386997222900405 92.49573135375978 60.450513839721687 0.038593001663684852 79.095760345458999 2.5777766704559331 82.676879882812514 27.513094805000005 1.1342637538909914 53.997543334960945 59.071444280000001 150.86499786376956 1.4145487546920779 1.4225609302520754 95.422435760498061 2.6200132369995122 0.14000999927520755 119.62250137329103 0.3790500015020371 54.031345367431648 95.808643341064467 73.557281720000006 54.785516738891609 decision_type=8 10 10 10 10 10 8 8 8 10 10 10 10 10 10 2 8 10 10 2 2 10 10 10 10 10 10 8 10 10 left_child=1 2 -1 4 -4 -6 -3 -8 -9 10 -10 -12 13 -13 -14 16 23 -17 19 26 21 -21 -22 24 -16 -25 -19 28 -28 -29 right_child=-2 6 3 -5 5 -7 7 8 9 -11 11 12 14 -15 15 17 -18 18 -20 20 22 -23 -24 25 -26 -27 27 29 -30 -31 leaf_value=-0.078445715709137914 0.00038246227975041811 0.0030760142027720532 -0.066656095014940436 0.047095420571381372 -0.015681071986279257 0.15279065063859654 -0.068741452771407058 0.057504233418451303 0.0053480396304383627 0.04226252704467201 0.087721140829461183 -0.35324852801456225 -0.071444434413363858 -0.043031940106187494 -0.055924900216667212 -0.11328570410928987 0.025572115444949303 -0.012339021075753812 0.057163714838286042 0.0074697088327775416 0.042711338399545273 0.26731370521547693 -0.043312019199222979 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-0.00556265 -0.00693099 -0.0115453 -0.012993 -0.0489202 -0.00970063 -0.00814033 0.00557948 -0.0175355 -0.0150818 -0.0193606 0.0194443 0.135742 0.00214627 -0.0156116 0.00636404 -0.041035 -0.0251499 -0.0419274 -0.0741524 -0.0243655 internal_weight=0 1888.91 41.0437 26.7803 18.2667 6.36457 1847.87 818.054 802.036 787.258 765.36 556.306 548.31 46.0293 502.28 489.9 199.122 290.778 283.513 267.66 34.7477 4.49915 30.2486 96.6639 51.8476 44.8163 232.913 100.844 35.5718 65.2719 internal_count=86175 25205 1442 837 558 227 23763 11265 11069 10888 10669 6333 6207 875 5332 5242 1562 3680 3605 3455 989 70 919 781 428 353 2466 942 313 629 is_linear=0 shrinkage=0.1 Tree=490 num_leaves=31 num_cat=0 split_feature=7 4 0 4 9 9 3 7 3 0 4 1 9 6 6 6 1 7 2 8 8 8 9 0 9 2 6 8 5 5 split_gain=0.533345 7.36526 4.02813 3.46668 5.71899 7.81109 6.53066 5.99018 6.9253 4.9287 4.88167 6.45692 8.41614 5.16834 4.871 4.80616 6.06037 4.7292 4.71516 6.69267 8.09351 8.78114 8.54478 6.18232 6.63214 6.78484 5.96206 5.60634 7.77014 6.16941 threshold=90.124980926513686 0.11800333112478258 -0.037466512992978089 0.048435999080538757 1.3529604673385622 1.33274382352829 167.63238525390628 87.350585937500014 150.47010040283206 0.0140050002373755 0.057559000328183181 87.642147064208999 1.214552164077759 50.523035049438484 50.359931945800788 57.033216476440437 92.16300201416017 88.122100830078139 1456.4484863281252 68.854262760000012 59.604882060000008 59.515317785000008 1.2342023253440859 0.42603336274623876 1.2869567275047304 25415.219726562504 51.571136474609382 70.190128230000013 2.7066066265106206 2.6892033815383916 decision_type=8 8 10 10 2 2 10 10 8 10 10 10 2 8 8 10 10 10 10 10 10 8 2 8 2 10 10 10 10 8 left_child=1 2 -1 15 5 6 7 14 9 -9 11 12 -8 -13 -5 -4 -17 -14 -11 20 21 23 -23 24 25 -20 -26 28 -21 -29 right_child=-2 -3 3 4 -6 -7 10 8 -10 18 -12 13 17 -15 -16 16 -18 -19 19 27 -22 22 -24 -25 26 -27 -28 29 -30 -31 leaf_value=-0.081469211584610651 0.00026098163833637397 -0.053343028327770194 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4.1532917767763164 42.496619741432369 3.1652778834104529 4.192869583144784 2.0677532535046259 4.0331753529608232 6.2160714473575345 6.9497516267001629 3.0621692943386707 3.1472770068794489 6.6160873934568381 leaf_count=59 75051 245 7193 126 474 32 95 69 64 452 640 72 26 269 236 20 24 28 272 22 371 30 29 18 35 64 46 18 32 63 internal_value=0 -0.00223289 -0.000732377 -0.000197618 0.00720938 0.0106858 0.00917202 -0.00105378 -0.00791043 -0.00389562 0.0277066 0.0488539 -0.00758322 0.0686734 0.0382889 -0.0052473 -0.0938475 0.0932324 -0.00786293 -0.0188644 -0.0285438 -0.00472806 0.0975331 -0.0191671 -0.0261683 -0.0454716 0.0424855 0.0392657 0.105427 -0.0106418 internal_weight=0 960.376 932.985 926.846 375.724 348.087 344.569 222.057 189.1 181.128 122.512 57.7254 15.0032 42.7222 32.9565 551.122 6.05523 5.33566 171.224 118.946 101.967 59.4706 7.35815 52.1124 50.0447 39.0618 10.9829 16.9788 7.30057 9.67826 internal_count=86175 11124 10879 10820 3583 3109 3077 1947 1585 1521 1130 490 149 341 362 7237 44 54 1452 1000 865 494 59 435 417 336 81 135 54 81 is_linear=0 shrinkage=0.1 Tree=491 num_leaves=31 num_cat=0 split_feature=6 3 8 9 7 1 5 8 0 6 0 6 3 7 1 1 9 8 5 9 5 1 4 2 5 3 8 0 9 4 split_gain=0.488884 1.50829 1.49789 1.79524 1.42962 2.36804 2.2729 3.48937 2.9394 2.79183 2.1898 1.81493 2.48052 2.31738 1.80612 2.15384 2.4074 3.04616 2.13362 2.93058 2.1393 2.759 3.29016 4.52694 2.03545 2.26406 1.75058 1.73008 3.28352 2.71093 threshold=49.680486679077156 33278.830078125007 2.0011106370000005 1.0316978693008425 88.037700653076186 159.09695434570315 2.670010089874268 88.556267855000016 0.060004999861121185 48.697698593139656 0.39534999430179601 49.212829589843757 13.005650043487551 93.792598724365249 44.649999618530281 38.299499511718757 1.1243017911911013 88.484342550000022 2.7435066699981694 1.0895128250122073 2.7343299388885502 113.76994705200197 0.042060500010848052 5296.0021972656259 2.7300167083740239 248.45815277099612 59.515317785000008 0.089829999953508391 1.33274382352829 0.052005000412464149 decision_type=8 8 10 2 10 8 10 8 10 10 8 10 10 10 10 10 2 10 10 2 10 10 8 10 8 10 10 8 2 10 left_child=1 2 -1 -4 6 10 27 8 26 -10 14 13 -13 -12 15 16 -6 -18 20 -20 24 -22 23 -23 -16 -26 -8 -5 29 -29 right_child=-2 -3 3 4 5 -7 7 -9 9 -11 11 12 -14 -15 18 -17 17 -19 19 -21 21 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.11475417946493037 -0.00010787805822881421 0.058947581166350696 0.1161635402590841 -0.051723786231174768 0.089949797626373298 -0.085679681601460292 -0.088739449228989978 0.072496663338888948 -0.11719931981300952 -0.032576883090676849 -0.16648988227741771 -0.096781974703711082 0.10139009451291683 0.0047468345412827991 0.017649280470813749 -0.068629992574213747 -0.16868697361871177 0.10387343962573486 -0.095020315871721883 0.11797145083226851 -0.15422143349708381 -0.18467660506648648 0.12583493378566199 0.057812341902381763 0.19771251967564718 0.028210580927526915 0.053194256494336692 0.12017690092906802 -0.0036687648987185728 -0.019107851694229849 leaf_weight=1.0610342677664437 8800.7994577736681 5.0918997263834163 1.4258200060576189 4.01328893029131 2.5063981089915597 2.5229967180639497 1.1266503068618536 2.7732872809283426 6.6457996910721731 9.4316312524824735 1.9348120580834796 1.1127091515518261 1.4608923474588662 1.3360733837616861 75.075321021868149 5.2243815320543945 1.0617022708465809 0.66804971825331438 0.7662172412747158 4.1171136657249008 1.5808894243891689 1.4795550558264956 1.4113187719922273 1.6050567888996736 1.3466859188920346 1.8995591359598618 3.7995778673412133 4.6987553649814862 17.430515147047117 1.988832857692614 leaf_count=15 83415 136 18 57 32 26 25 56 275 339 42 27 36 27 739 37 43 24 40 167 51 31 21 30 12 47 131 44 190 42 internal_value=0 0.00536029 0.0036708 0.00445396 0.00345232 0.010053 -0.0101679 -0.0329287 -0.0468489 -0.0675566 0.0123624 -0.0471136 0.0157094 -0.096544 0.0158828 -0.0256647 0.0273237 -0.0634211 0.0202853 0.0845521 0.0165668 -0.0405905 -0.000634776 -0.0584991 0.0210015 0.0985275 0.0207334 0.00906989 0.019186 0.0787548 internal_weight=0 166.597 161.505 160.444 159.018 107.11 51.9083 23.7769 21.0037 16.0774 104.587 5.84449 2.5736 3.27089 98.7422 9.46053 4.23615 1.72975 89.2817 4.88333 84.3984 6.07682 4.49593 3.08461 78.3216 3.24625 4.92623 28.1314 24.1181 6.68759 internal_count=86175 2760 2624 2609 2591 1432 1159 826 770 614 1406 132 63 69 1274 136 99 67 1138 207 931 133 82 61 798 59 156 333 276 86 is_linear=0 shrinkage=0.1 Tree=492 num_leaves=31 num_cat=0 split_feature=8 8 1 3 2 5 3 8 9 9 3 9 6 3 9 7 7 8 1 0 4 4 9 1 9 9 1 1 8 3 split_gain=0.489606 4.65376 12.6435 8.33887 6.73107 5.70374 5.67873 4.17782 11.6969 7.36168 6.67811 6.29111 7.33588 7.10027 6.36537 10.1782 5.95242 9.84206 14.8755 8.76442 5.94433 5.59295 5.49407 5.41106 4.81817 9.22933 4.6497 6.51022 4.68697 4.30046 threshold=83.598192555000011 83.507371530000015 80.410102844238295 66.740806579589858 635.75497436523449 2.6593050956726079 1530.5406494140627 83.823592210000001 1.1392991542816164 1.1442847251892092 7.752199888229371 1.2492841482162478 55.052148818969734 5.4737000465393075 1.222699046134949 91.472785949707045 92.214447021484389 83.723137205000015 83.832332611083999 0.1399999335408211 0.039905000478029258 0.040001999586820609 1.1560110449790957 75.154251098632827 1.3268429040908816 1.3460645675659182 102.23339843750001 89.641059875488295 83.758449285000026 332.28517150878912 decision_type=8 10 10 10 10 10 10 8 2 2 10 2 10 10 2 10 8 10 10 10 10 8 2 8 2 2 8 10 10 8 left_child=1 -1 4 -4 -3 -5 -7 8 10 -10 23 12 13 -11 15 22 -13 19 -19 20 29 -20 -15 -2 -23 -26 27 -12 -29 -18 right_child=7 2 3 5 -6 6 -8 -9 9 11 26 16 -14 14 -16 -17 17 18 21 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.00012537370659796988 0.097190573716289128 -0.0042243091410520128 0.05984434545463474 -0.09777891590418876 0.16887875600372412 0.084769300123069977 -0.11322033058704535 -0.00069021472984813741 -0.056936586736692919 0.1531776206490828 0.11010535001849556 0.043979556699436997 0.12261573724213047 -0.081095275536217148 0.095054575340705549 -0.14668956331662375 -0.088583868142438696 -0.074741932061964111 -0.041578067568886351 0.0091346577974677698 -0.1399521144724912 0.12125542356389092 0.034677338247464475 -0.043177255236922708 -0.048087923889459705 0.12194448796657101 0.17681971228691284 -0.038243216806472573 0.088214675217229324 0.019711941342451481 leaf_weight=7557.3700665315682 3.92219081893563 4.9848445125389826 5.1707903146743766 25.687206087633971 4.0889483690261841 3.8085436467081299 2.3379497118294239 1142.1293039949815 18.595614388585091 3.7268522828817359 16.016750399023298 20.433247976005077 8.6014197878539544 5.0349991917610231 6.9902129210531703 4.6704013198614112 8.9700126573443413 12.209137082099913 4.8677951619029063 15.617919037118552 11.368427615612744 11.977074190974237 22.05097708851099 9.1602182015776634 6.6934875249862653 6.103041335940361 4.584505319595336 7.2258772253990156 4.9309408813714981 6.2022474706172952 leaf_count=64594 25 41 24 169 26 30 34 19961 89 20 78 118 94 28 73 22 52 84 32 88 68 66 124 57 40 26 21 32 21 38 internal_value=0 -0.000318552 -0.0320021 -0.0579411 0.0737816 -0.0770731 0.00945973 0.0017402 0.0143604 0.00252781 0.0593032 0.00963812 0.0383995 0.0213446 0.00866417 -0.0103521 -0.00442687 -0.0162006 0.018153 -0.0503032 -0.0852795 0.056416 0.0131564 -0.00109407 0.0756709 0.0330055 0.0834238 0.068226 0.0130495 -0.0443138 internal_weight=0 7603.45 46.0783 37.0045 9.07379 31.8337 6.14649 1362.08 219.953 174.113 45.8405 155.517 51.0749 42.4734 38.7466 31.7564 104.442 84.0091 41.8505 42.1586 26.5407 29.6414 27.086 13.0824 24.7736 12.7965 32.7581 28.1736 12.1568 15.1723 internal_count=86175 64918 324 257 67 233 64 21257 1296 1062 234 973 361 267 247 174 612 494 248 246 158 164 152 82 132 66 152 131 53 90 is_linear=0 shrinkage=0.1 Tree=493 num_leaves=31 num_cat=0 split_feature=7 4 0 4 9 3 7 9 6 3 2 0 1 9 8 7 2 7 8 9 9 3 2 8 8 6 9 8 6 7 split_gain=0.473665 6.03548 3.38513 2.92101 4.64332 6.09206 5.2314 4.79002 6.71601 7.70498 6.1895 5.84077 4.61715 4.68454 4.611 4.54468 4.46615 6.00075 4.42142 4.41379 4.28756 4.14478 4.90817 7.28437 8.0243 5.87016 5.31647 4.62023 4.50758 4.4933 threshold=90.124980926513686 0.11800333112478258 -0.037466512992978089 0.04733449965715409 1.3529604673385622 177.14215087890628 87.350585937500014 1.2242988944053652 53.214130401611335 230.7561950683594 749.58267211914074 0.14000999927520755 133.79336547851565 1.1710925102233889 65.937389495000019 87.55328750610353 3871.658325195313 87.25397109985353 87.574072990000019 1.2161991596221926 1.1076380610466006 150.47010040283206 1456.4484863281252 69.08872266500002 68.659882405000019 50.927904129028327 1.203055262565613 59.778939185000006 52.848875045776374 89.276966094970717 decision_type=8 8 10 10 2 10 10 2 8 10 10 8 8 2 10 10 10 8 10 2 2 10 10 10 8 8 2 10 10 10 left_child=1 2 -1 -4 5 6 16 8 9 -7 -10 -9 13 15 -15 20 -5 -18 -6 -16 -11 22 25 24 27 -8 -25 -24 -27 -23 right_child=-2 -3 3 4 18 7 21 11 10 12 -12 -13 -14 14 19 -17 17 -19 -20 -21 -22 29 23 26 -26 28 -28 -29 -30 -31 leaf_value=-0.076126566459026046 0.00024636507435067456 -0.048568798747932872 -0.0050271912498205812 0.070329208703740945 -0.055276972051074819 0.061152221104319393 -0.036840813418351062 0.095366103105038041 -0.0024129516834252322 -0.10142932100363473 0.1069017368373435 -0.047979749300154549 -0.14226058768968083 -0.12415275819741206 -0.049064416995433908 0.032448572731323233 -0.016181753551972666 0.16564525213552295 0.040746289055690915 0.093312923240455981 0.025270317478244781 -0.0043501844924967578 -0.0042243203138241847 0.1436038129777468 -0.19912297585544869 0.070861135996038008 0.015529006839061757 -0.04814038664319837 0.0048986990862603013 -0.11777025762580551 leaf_weight=5.9200670132704536 8004.1805695483945 27.166192000506271 537.96086164388953 17.898867898067692 21.052128813869789 18.639182335347869 12.708038862605461 17.137306034564972 8.1535136206075567 5.8360018555249535 14.20101981051266 3.407718924572694 2.6190861985087386 5.6446639257483211 8.9006180912256223 29.582263806558331 18.319060612993784 2.0146629670634857 6.2096471786499015 2.8825091924518338 4.9248079350218177 7.25236614840105 73.909315345808864 4.2821868245955583 2.5150012485682955 22.716529884026386 13.331735439598559 35.444840975105762 19.045272120274603 6.7381287943571806 leaf_count=59 75051 245 7089 182 446 136 120 152 73 80 106 55 22 75 67 319 206 25 45 24 43 61 639 47 17 193 95 301 158 44 internal_value=0 -0.00210826 -0.000750009 -0.000266719 0.00637877 0.00940742 3.58499e-05 0.0275602 0.0186377 0.00494903 0.0670307 0.0715899 -0.0123979 -0.00651049 -0.0498359 0.0122056 0.0339003 0.00183365 -0.0334049 -0.0142346 -0.0434438 -0.00650505 -0.0025144 -0.0131088 -0.0225204 0.0226702 0.0466658 -0.0184588 0.0407793 -0.0589758 internal_weight=0 956.414 929.247 923.327 385.366 358.105 236.176 121.929 101.384 79.0291 22.3545 20.545 60.39 57.7709 17.4278 40.3431 38.2326 20.3337 27.2618 11.7831 10.7608 197.943 183.953 129.483 111.869 54.4698 17.6139 109.354 41.7618 13.9905 internal_count=86175 11124 10879 10820 3731 3240 2088 1152 945 766 179 207 630 608 166 442 413 231 491 91 123 1675 1570 1099 957 471 142 940 351 105 is_linear=0 shrinkage=0.1 Tree=494 num_leaves=31 num_cat=0 split_feature=2 9 9 9 5 4 8 5 8 6 6 9 0 0 1 4 7 7 7 3 5 6 1 5 4 5 0 5 9 9 split_gain=0.49413 3.98367 7.72603 4.55029 4.7748 4.42628 3.54508 4.50703 4.20984 5.43477 3.50315 3.48983 3.37732 3.5236 3.36012 3.19263 3.09931 2.71019 3.26096 2.60509 11.1037 8.49983 7.57387 7.07009 4.96566 5.34972 4.50551 4.15422 3.66855 3.66465 threshold=10859.040039062502 1.0596722364425661 1.0465513467788699 1.0711222887039187 2.6954250335693364 0.13000332564115527 45.692128230000002 2.5673632621765141 52.66233285500001 50.577184677124031 52.372661590576179 1.1293502449989321 0.19660002738237384 0.21740001440048221 116.62369918823244 0.12140499800443651 91.054950714111342 91.760395050048842 96.70874404907228 41.207149505615241 2.6582233905792241 50.844892501831062 66.99499893188478 2.6611049175262456 0.052005000412464149 2.7586450576782231 0.060004999861121185 2.6611049175262456 1.087821424007416 1.099329471588135 decision_type=10 2 2 2 10 8 10 10 10 10 10 2 10 10 10 10 8 8 8 10 10 10 10 10 8 10 10 8 2 2 left_child=-1 2 12 4 5 -3 7 -5 9 -8 11 -11 -2 -14 -9 16 -15 -12 -19 20 22 -22 -10 -23 26 -26 27 29 -28 -21 right_child=1 3 -4 6 -6 -7 8 14 19 10 17 -13 13 15 -16 -17 -18 18 -20 24 21 23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-0.00021963406431131823 -0.011086699313147319 -0.097838074099045463 0.089648598903652038 0.081823668459500343 0.080812913480225748 0.013790964580174522 -0.052592546391015953 -0.015014934758024482 0.1276553973867455 0.14318045275277655 0.094062961077711907 0.040756939385232602 0.14975370617380385 -0.10337823248907517 -0.095705930133215419 0.12175463371249147 0.058695641140374316 -0.10880398253540136 0.046454370241021288 0.10727464100881792 -0.030291132348361088 0.24099914296655003 -0.051349206804681184 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0.0955412 0.0054015 0.0568515 -0.0523308 0.0175972 -0.027531 0.0122709 -0.0285346 0.001548 -0.010987 0.0155213 -0.0436527 0.0417317 0.00521998 0.0178575 -0.00375626 -0.0267972 0.00388371 -0.0106973 internal_weight=0 690.629 54.7938 635.835 19.8577 17.3023 615.978 23.6075 592.37 26.3953 21.4918 13.3716 39.812 9.66214 20.7597 6.7922 4.73896 8.12025 5.41749 565.975 128.231 70.787 57.4441 45.0264 437.744 181.796 255.948 63.7347 192.213 45.6004 internal_count=86175 8236 503 7733 206 178 7527 206 7321 167 141 74 426 206 179 184 49 67 51 7154 1525 760 765 443 5629 1471 4158 914 3244 517 is_linear=0 shrinkage=0.1 Tree=495 num_leaves=31 num_cat=0 split_feature=0 8 8 9 9 8 7 0 9 6 3 8 7 5 8 3 0 2 8 8 2 8 9 3 1 8 9 1 9 1 split_gain=0.472475 5.5424 5.84409 15.8826 5.65803 9.58315 7.89405 7.88495 6.71399 6.53508 5.52728 5.37376 4.58174 4.09171 3.95317 7.83964 3.68342 5.3245 3.65956 6.11161 23.3284 7.56712 7.38759 6.25701 8.35502 5.63246 9.00472 25.4257 11.5933 10.541 threshold=0.12999981641769412 84.004879095000021 83.823592210000001 1.203055262565613 1.2593680024147036 88.27951542000001 99.809799194335952 0.11982686817646028 1.2543222308158877 50.808137893676765 87.225002288818374 86.805891860000017 90.314128875732436 2.5197299718856816 84.486923110000006 1741.259948730469 0.12519665807485583 7967.4946289062509 84.096144080000016 83.823592210000001 189.51499938964847 83.758449285000026 1.1426048278808596 8.6812500953674334 87.080352783203139 85.100540475000017 1.1677789688110354 109.72610092163087 1.32133424282074 124.70980072021486 decision_type=8 10 10 2 2 10 10 10 2 10 10 10 10 10 10 10 10 10 8 10 10 10 2 10 10 8 2 8 2 8 left_child=1 2 16 -4 8 6 9 11 13 -6 -7 -8 -12 -3 15 -15 -1 -18 19 21 23 -2 -23 -21 -25 26 27 -20 -28 -30 right_child=18 4 3 -5 5 10 7 -9 -10 -11 12 -13 -14 14 -16 -17 17 -19 25 20 -22 22 -24 24 -26 -27 28 -29 29 -31 leaf_value=0.0016180680528361455 -0.0010107363212356895 -0.12586166405019814 -0.14166873176111566 0.094973208109797619 0.024625706168370246 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8.2249080240726453 5.6384277045726767 529.17981858527082 154.99043805338442 6.300367009593173 22.685623154044155 3.2132599577307692 leaf_count=16544 49115 248 23 147 175 193 17 18 130 1741 329 106 139 65 1081 52 233 56 219 62 922 81 185 67 31 13126 857 34 160 19 internal_value=0 0.00123252 0.00270338 0.0557955 -0.0152204 -0.0291879 -0.0441745 0.0716385 0.00633336 -0.051749 0.0268845 0.124011 0.0442393 -0.00279449 0.00211704 -0.0363643 0.00217979 0.0336787 -0.000432437 -0.00126436 -0.0190394 -0.000683317 0.0396497 0.0779754 0.0372949 0.00616941 0.019757 -0.0262055 0.028806 -0.033125 internal_weight=0 2290.24 2102.3 20.5303 187.941 114.04 89.9888 5.52423 73.9013 84.4645 24.0514 4.63378 21.2645 67.6933 65.0954 18.9319 2081.77 36.4741 6663.15 5917.47 187.311 5730.16 46.1422 21.8896 13.8633 745.682 216.503 35.6133 180.889 25.8989 internal_count=86175 21297 17003 170 4294 2718 2057 141 1576 1916 661 123 468 1446 1198 117 16833 289 64878 50463 1082 49381 266 160 98 14415 1289 253 1036 179 is_linear=0 shrinkage=0.1 Tree=496 num_leaves=31 num_cat=0 split_feature=9 1 9 8 5 1 0 9 8 8 7 0 6 1 3 0 8 2 6 1 7 5 7 8 8 1 8 2 0 3 split_gain=0.487849 3.08846 2.92733 10.3598 3.15152 3.71209 3.44615 4.17272 4.40476 2.78433 2.7789 2.91833 3.56985 4.69719 2.88565 2.73556 4.35092 3.69177 4.6988 7.58384 5.13365 3.35862 3.26599 4.13472 6.25409 5.39525 4.04679 3.16868 2.74567 2.66222 threshold=1.6318134069442751 91.284999847412124 1.5900974869728091 87.291245100000012 2.5729150772094731 122.91839981079103 0.30244840681552893 1.6201764941215517 72.669456165000014 86.904427585000022 88.037700653076186 0.20000014454126361 53.894306182861335 116.62369918823244 95.656948089599624 0.19000002741813662 87.385966165000013 80.40000152587892 53.001518249511726 107.59039688110353 94.087879180908217 2.4904099702835087 93.559375762939467 87.385966165000013 86.991949630000008 109.12834930419923 87.489998390000011 352.41999816894537 0.18000015616416934 652.61721801757824 decision_type=2 8 2 8 8 8 8 2 8 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 8 8 10 10 8 10 left_child=2 -2 -1 4 6 10 -4 8 -8 -3 -6 -12 13 14 -13 22 17 -17 19 -19 -20 -22 23 24 -11 -26 -25 -23 29 -28 right_child=1 9 3 -5 5 -7 7 -9 -10 15 11 12 -14 -15 -16 16 -18 18 20 -21 21 27 -24 26 25 -27 28 -29 -30 -31 leaf_value=6.2615171336961338e-05 0.066265293186268157 0.059544792238290657 -0.074605293660153393 -0.10503183754113353 -0.12537192947798037 0.085621057197160066 0.14034249714004191 -0.12584938767033688 -0.011444275279804008 -0.098492734230490098 0.022859626379140748 0.15591203180433993 -0.10634693501732562 -0.11688390439191981 -0.019517007676317987 -0.12729808348386432 0.0068572042519733055 -0.2157526808760768 0.06592468539112209 -0.012280906316088785 0.025154145641389753 -0.0020162133127572981 0.069755624314048845 -0.077723211124196223 0.136934449739576 0.010693596485059711 -0.036289317483687515 -0.11450349982580486 0.078423063810598256 0.013833852982666654 leaf_weight=8689.3950369622689 7.9078357983380547 8.1027447357773763 10.99333840003237 11.953408021596259 1.687640932490466 5.8401116117820484 2.6839543104433696 2.0341095179319373 6.645894814559143 2.3979790639132235 27.25887523440543 2.0830433973314855 4.5048763633458293 1.8661491939274126 1.7052314335014669 4.2662323284894219 45.116417941491818 3.1266037821769741 6.9881987273693111 4.4233763907104731 5.7009531222283867 4.1311447806656343 8.8313419930636865 7.1175196561962357 7.0942273437976828 6.4756334414705643 16.650182540528483 6.358742805197835 4.3871865749824712 29.145800262253033 leaf_count=82789 81 197 185 611 88 127 39 16 182 18 292 17 90 15 33 23 428 16 56 38 34 33 165 48 58 54 119 38 28 257 internal_value=0 0.00517295 -0.000111884 -0.0192433 -0.00400676 0.0112551 -0.0346883 0.0039268 0.0322208 0.00233638 0.000149155 0.00581043 -0.039935 0.0129753 0.0769455 -0.000521281 -0.0136676 -0.0401286 -0.0280265 -0.0965428 -0.00570904 -0.0366272 0.0123067 0.00538217 0.050383 0.0766914 -0.00715811 -0.0702036 0.00285019 -0.00438958 internal_weight=0 178.222 8768.65 79.2566 67.3032 44.9459 22.3573 11.364 9.32985 170.314 39.1058 37.4182 10.1593 5.65442 3.78827 162.212 80.1117 34.9953 30.729 7.54998 23.179 16.1908 82.0999 73.2685 15.9678 13.5699 57.3007 10.4899 50.1832 45.796 internal_count=86175 1691 84484 1695 1084 662 422 237 221 1610 535 447 155 65 50 1413 666 238 215 54 161 105 747 582 130 112 452 71 404 376 is_linear=0 shrinkage=0.1 Tree=497 num_leaves=31 num_cat=0 split_feature=9 9 9 8 8 9 8 5 8 7 2 8 3 3 1 1 9 2 3 3 1 1 7 2 0 7 5 3 5 9 split_gain=0.486576 9.17677 6.61755 15.6622 4.16626 3.83969 11.4735 8.13638 10.8377 12.7255 6.05728 6.25881 5.71042 5.93024 4.96365 7.54161 3.51237 3.48377 3.57696 3.12879 2.65219 7.45699 4.18155 3.63688 6.64326 6.40883 10.392 4.85049 4.81219 4.84388 threshold=1.3491482734680178 1.3427831530570986 1.3460645675659182 83.723137205000015 71.513231495000014 1.3566636443138125 83.507371530000015 2.5600099563598637 83.351226575000013 88.833370208740249 2814.2507324218755 72.513157530000015 277.30780029296881 362.83680725097662 100.96319961547853 91.564998626708999 1.3529604673385622 2607.829956054688 102.1347999572754 1439.5050048828127 127.39005661010744 126.21020126342775 84.420028686523452 842.31301879882824 0.31935000419616705 103.9820899963379 2.4801000356674199 20.062123298645023 2.5399399995803837 1.5962566137313845 decision_type=2 2 2 8 10 2 10 8 10 10 8 10 10 10 8 10 2 10 10 10 10 10 8 8 10 10 10 8 10 2 left_child=1 -1 -3 -4 -2 6 7 -6 9 14 -11 -12 -8 -14 15 -9 -10 18 -5 -13 21 22 -7 25 -25 -24 27 -27 -28 -30 right_child=4 2 3 17 5 20 12 8 16 10 11 19 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 28 -29 29 -31 leaf_value=-0.00011121314108670556 -0.10039891550884338 -0.11282314858863854 -0.11106985509476278 0.18831127794858982 0.21602531064914962 0.13002312497979215 -0.099274668705002928 -0.10196346721434742 0.064496585733866227 0.2030999935352627 -0.093734598028953328 0.018222538849580458 -0.12120787245632565 0.33739588126407316 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52 65 10 28 42 27 18 2105 154 4374 6834 569 116 151 70 311 36 internal_value=0 -0.000314028 -0.0597222 -0.0116297 0.00176089 0.00206818 0.0313262 0.0577045 0.042742 0.00422768 0.0864051 0.0352139 -0.0689322 0.139327 -0.0663131 0.0221786 0.132412 0.104201 0.0485128 0.10408 0.00107633 0.00274304 0.00184786 0.00155526 -0.00335709 0.00821055 -0.020873 0.0336203 -0.0500792 -0.0215031 internal_weight=0 7616.3 25.913 13.5978 1327.12 1323.14 43.3837 34.3469 31.3812 21.9524 10.1398 7.04803 9.03677 1.14919 11.8125 4.1251 9.42881 6.28124 4.02867 4.59436 1279.75 1128.49 1114.97 1112.43 640.02 472.408 65.2953 22.7842 42.5111 24.6959 internal_count=86175 66517 678 339 19658 15299 555 344 327 279 78 61 211 65 201 136 48 95 53 41 14744 12639 12485 12461 7403 5058 684 186 498 347 is_linear=0 shrinkage=0.1 Tree=498 num_leaves=31 num_cat=0 split_feature=3 8 3 2 3 9 8 0 2 5 0 5 8 0 1 9 6 4 9 9 4 1 6 5 9 0 2 7 4 9 split_gain=0.462781 3.00901 3.01153 2.66318 3.35323 2.42535 4.28228 2.82924 4.35928 4.10795 3.27076 2.79965 5.06985 4.72304 4.62061 7.04135 4.87713 5.83441 5.07238 3.72858 3.67954 2.78043 2.72922 2.6715 3.37133 2.53621 2.52635 2.48026 4.21283 4.24715 threshold=1.4608800411224367 47.108760685000007 0.6850000023841859 77.08499908447267 0.96234998106956493 1.0148731470108034 47.827284630000008 0.11742848530411722 98.317661285400405 2.6390450000762944 0.3790500015020371 2.6787817478179936 60.182958530000008 0.10262840241193773 81.700363159179702 1.2476399540901186 52.283020019531257 0.05587549880146981 1.2096731066703799 1.2112911343574526 0.084004998207092299 142.36499786376956 47.81947326660157 2.5500099658966069 1.162797808647156 0.11742848530411722 646.41448974609386 91.592548370361342 0.04514999873936177 1.1996469497680666 decision_type=10 10 10 10 10 2 10 8 8 10 8 10 8 8 10 2 10 10 2 2 8 8 8 10 2 8 10 8 10 2 left_child=1 2 -1 4 -4 6 -3 11 -9 22 27 14 13 20 15 -7 18 -18 -16 -14 21 -13 -10 -19 -25 -8 -22 -11 -29 -30 right_child=-2 5 3 -5 -6 7 25 8 9 10 -12 12 19 -15 16 -17 17 23 -20 -21 26 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=-0.11623712480759003 0.0001302296911889516 0.091512903638434243 0.17622155366913395 -0.092400222278689714 -0.018201670919491188 -0.1025861604163809 -0.10246275117648738 0.011808655864919417 0.1830537964087906 -0.03355948598605446 -0.074393915224174698 -0.11739259247647101 0.16288048078164807 0.046616149973737891 0.023118616754347475 0.065191933767091634 -0.04231869708273997 -0.057883863349091416 0.18225180283435338 -0.0034764336134064954 -0.062797682689761644 0.018267521414344096 -0.042838394638696237 0.065817939399485478 -0.011287799671894331 0.01790017517310661 0.054109050564665286 0.14149670020765057 -0.0097587727430187426 0.058681291189100385 leaf_weight=4.6231366856363802 8615.9820390398163 7.4990554891301171 1.2119196488310988 2.6461783905397169 3.3096541104387143 6.5555839166045171 2.21294133365154 59.835181311170345 0.53986290702596207 17.118951190495864 6.4348622376564881 9.3445498826913465 2.4618597044609478 5.4634765703231158 3.8649459052830917 4.0447820741683245 11.036418874049557 2.5364620189066036 4.1579179326072335 2.975899855082389 3.7055068835616174 1.8021711185574538 57.661807106585911 25.458040058612823 7.2956216465681782 8.3801614724034152 3.6884504370391369 2.329892430920153 44.311901095672511 11.399996059248222 leaf_count=1177 81602 69 22 35 59 47 10 755 7 209 72 117 19 49 37 33 81 17 35 30 22 9 1041 135 45 81 22 17 248 73 internal_value=0 -0.00372004 -0.0533092 -0.0127212 0.0339097 -0.0018467 0.0336899 -0.00403337 -0.0107786 -0.0204462 -0.00596857 0.0102323 -0.0153471 -0.0350978 0.0218275 -0.0385671 0.0336069 0.0211407 0.105591 0.071839 -0.0591768 -0.0954594 -0.0407431 0.0409867 0.0486432 -0.00724412 -0.00447916 -0.000110355 0.00975519 0.00424571 internal_weight=0 323.907 11.7909 7.16775 4.52157 312.116 18.0922 294.024 199.632 139.797 81.5956 94.3917 29.4419 24.0042 64.9498 10.6004 54.3494 46.3265 8.02286 5.43776 18.5407 11.1467 58.2017 35.2901 32.7537 10.5931 7.39396 75.1607 58.0418 55.7119 internal_count=86175 4573 1293 116 81 3280 160 3120 2422 1667 619 698 268 219 430 80 350 278 72 49 170 126 1048 197 180 91 44 547 338 321 is_linear=0 shrinkage=0.1 Tree=499 num_leaves=31 num_cat=0 split_feature=8 2 1 9 7 7 5 1 3 0 3 7 6 3 5 9 2 2 3 1 7 5 1 0 3 8 7 0 9 6 split_gain=0.458544 3.97068 4.71284 4.64899 11.0151 8.2385 9.7573 6.26262 6.21621 5.42169 4.52868 7.62258 4.42574 6.08169 5.70624 5.45837 4.96812 4.68564 5.52722 4.2361 4.57511 4.11659 6.61158 5.76803 3.96947 3.31722 6.66875 8.16359 4.95853 4.81491 threshold=42.537642925000007 1681.7199707031252 241.24684906005862 1.1010892987251284 94.423061370849624 95.060844421386733 2.5870165824890141 70.174999237060561 186.54541015625003 0.11237344890832902 202.79999542236331 88.037700653076186 54.507638931274421 417.16500854492193 2.5491399765014653 1.1342637538909914 3217.5720214843755 3131.3349609375005 346.44999694824224 93.900451660156264 87.959163665771499 2.5870165824890141 101.26010131835939 0.11742848530411722 214.22879791259768 22.435539010000003 96.436347961425795 0.079295001924037947 1.0116130113601687 53.494003295898445 decision_type=10 8 10 2 8 10 8 10 10 8 10 10 10 10 10 2 8 10 10 8 8 10 10 8 10 10 8 10 2 10 left_child=1 3 10 -1 -5 6 -6 -7 -9 -8 11 19 14 17 -12 24 -15 -14 -19 -3 -21 -13 -23 -24 -16 -26 28 -28 -27 -30 right_child=-2 2 -4 4 5 7 9 8 -10 -11 12 21 13 16 15 -17 -18 18 -20 20 -22 22 23 -25 25 26 27 -29 29 -31 leaf_value=0.0034326666217735901 -0.00021961911264958475 0.12183170029522183 0.13704010753194182 0.1097021396333074 0.2324468731506642 -0.13600455784888751 0.15185487153106453 0.057422784334729082 -0.050166659376718159 -0.10524609338268337 0.12406623775060466 -0.11601989393378008 0.11457708097901587 -0.089847200214869721 0.076796808732885399 -0.1332891700074344 0.031060362004084342 -0.038575158435739748 0.13909226190130178 -0.071568411440613475 0.15898786406981938 -0.070639836923730062 0.10037711350944628 -0.023663105835114162 0.0015964523186190903 0.032747694799277291 0.15735844347837438 -0.028285055414705981 -0.095545586162706184 -0.0064686109118394413 leaf_weight=422.82030218326383 8227.5582104113182 4.4234970903349877 2.1912625860422841 14.253817237913607 1.0506067872047395 2.1079466938972464 0.88765817880630959 34.627141412594938 6.355842391960322 10.795179982495933 3.0925881599141567 7.5058500291779628 10.21205963753164 5.7207101993262741 5.0732343895360819 3.6871438790112725 8.3720076228491962 5.9378242886159551 2.4833367206156254 3.5024747243151078 1.1411040182790655 25.175551904423628 4.9015314467251301 15.941837686114015 60.799124508717796 5.4930294826626769 3.6314788460731489 6.8124037254601717 21.64644140005112 8.4318667873740178 leaf_count=3916 76191 258 15 145 5 11 4 315 49 3266 93 66 64 40 39 38 75 56 15 51 129 183 29 128 498 34 17 74 301 70 internal_value=0 0.00243069 -0.00886886 0.00738646 0.0312419 0.0112084 -0.0594611 0.0320913 0.0407373 -0.0857116 -0.010363 -0.032988 -0.00100895 0.0315492 -0.0099878 -0.0135749 -0.0180201 0.0690395 0.0138176 0.0518003 -0.014912 -0.0473511 -0.036151 0.00550622 -0.0096298 -0.0137347 -0.0339915 0.0362657 -0.0546193 -0.0705746 internal_weight=0 709.075 216.176 492.898 70.0782 55.8244 12.7334 43.0909 40.983 11.6828 213.985 62.5918 151.393 32.7259 118.667 115.575 14.0927 18.6332 8.42116 9.06708 4.64358 53.5248 46.0189 20.8434 111.888 106.814 46.0152 10.4439 35.5713 30.0783 internal_count=86175 9984 2273 7711 3795 3650 3275 375 364 3270 2258 844 1414 250 1164 1071 115 135 71 438 180 406 340 157 1033 994 496 91 405 371 is_linear=0 shrinkage=0.1 Tree=500 num_leaves=31 num_cat=0 split_feature=8 9 2 3 0 1 7 6 7 5 6 6 8 3 1 1 7 8 1 7 1 1 1 5 3 6 2 1 6 9 split_gain=0.472127 6.83521 3.09287 3.60739 5.14935 4.23154 4.95463 3.029 2.90158 3.04038 3.22129 4.19826 3.81243 2.65843 2.84874 3.05452 2.63143 2.50814 2.38013 2.25789 2.14081 9.82965 2.03231 1.84413 1.7391 1.56641 1.84738 1.55179 1.52051 1.51039 threshold=88.484342550000022 1.5335874557495119 157.91999816894534 75.536796569824233 0.1998868137598038 126.77050018310548 91.650299072265639 53.337013244628913 84.420028686523452 2.689985036849976 53.860177993774421 51.996004104614265 88.556267855000016 43.264999389648445 139.81220245361331 135.81590270996097 88.204822540283217 88.660472635000005 131.91500091552737 93.969257354736342 164.55944824218753 173.65999603271487 126.77050018310548 2.6500051021575932 2305.724975585938 49.875751495361335 3420.414916992188 42.885000228881843 51.001256942749031 1.5271995663642886 decision_type=8 2 8 10 10 10 10 10 8 10 10 10 8 10 10 10 8 8 8 10 10 10 10 8 10 10 10 10 8 2 left_child=-1 2 20 4 19 6 7 23 -7 10 11 12 -10 14 15 16 -6 -14 -19 -4 -2 -22 -15 -5 -3 -11 -27 -8 -26 -9 right_child=1 24 3 5 13 8 27 29 9 25 -12 -13 17 22 -16 -17 -18 18 -20 -21 21 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=-7.9110910137641203e-05 0.081478904300724797 -0.1085233284663769 -0.1758842136456408 0.14315410004745369 0.078746674422556673 -0.12984776492341177 0.10767827447575185 0.07679133378283573 0.15203866086616058 0.17492975245965919 0.13997018815625756 -0.12202904184320362 -0.157760875693361 0.0077478310886369391 0.087150586955107287 -0.12990562327848415 -0.045872000025771714 -0.13942821748709058 0.011596300323354652 0.032790301004561824 1.4657861155356899 0.092630216142271585 -0.11101967683294589 0.067046031670680725 0.12675153489476551 0.14834332667660796 -0.021843198696026689 -0.051129233599257022 -0.10272034964748306 -0.13190113522443978 leaf_weight=8851.121826136754 3.2797696027855632 5.8864409703819538 2.6961668046878944 7.0368726737797269 3.5719232670962828 1.5482277646660829 0.73148552142083545 0.59486594481859245 1.607278093462823 1.4251444563269604 1.4701776460278768 3.0349582217168054 1.0639547184109712 2.6296984637738197 4.6154266446828833 1.7096646436084482 3.2236707735573873 1.1233856460603391 14.680160500422062 0.6419806204503401 0.063645925951277493 0.28815047872194555 3.1867403760552406 5.814175315270405 0.65098996460437741 1.051554878766183 1.6211775452829895 3.8741121988823579 0.51893903109157702 0.83161705732345581 leaf_count=81148 598 409 276 98 26 11 15 42 12 7 12 40 6 38 25 131 55 31 1846 34 30 79 18 911 4 14 36 127 91 5 internal_value=0 0.00761523 0.0166506 0.0119684 -0.0212359 0.0275367 0.0642822 0.093375 0.00329754 0.0109104 -0.00323979 -0.0130281 0.0048781 -0.00104945 0.0238968 -0.0104282 0.0196305 -0.0091446 0.000860813 -0.135753 0.106625 0.341057 -0.0573231 0.108721 -0.0863911 0.0902613 0.0451147 -0.0259066 0.0249659 -0.0448731 internal_weight=0 80.4724 73.416 69.7844 22.2753 47.5091 18.8831 14.2775 28.626 27.0778 22.9799 21.5097 18.4748 18.9371 13.1207 8.50526 6.79559 16.8675 15.8035 3.33815 3.63157 0.351796 5.81644 12.851 7.05637 4.09788 2.67273 4.6056 1.16993 1.42648 internal_count=86175 5027 4523 3816 603 3213 1198 1056 2015 2004 1947 1935 1895 293 237 212 81 1883 1877 310 707 109 56 1009 504 57 50 142 95 47 is_linear=0 shrinkage=0.1 Tree=501 num_leaves=31 num_cat=0 split_feature=9 1 9 8 7 1 3 3 0 8 8 2 3 1 4 6 8 7 2 2 6 1 8 6 0 8 2 6 1 5 split_gain=0.465435 2.52177 2.51238 9.43303 2.71936 3.27414 4.08958 4.26129 4.93404 5.38332 4.05421 3.73353 5.44977 4.37331 3.43746 2.92998 2.34067 2.54282 2.33096 2.54603 2.3239 2.24687 4.01522 2.23119 2.10356 3.62216 3.03984 3.69065 5.65951 4.88862 threshold=1.6318134069442751 91.284999847412124 1.5900974869728091 87.291245100000012 88.037700653076186 104.71112442016603 723.62567138671886 10.810550212860109 0.36005000770092016 87.182795360000014 87.238997570000009 763.82550048828136 515.64562988281261 84.153450012207045 0.079994998872280135 55.172666549682624 86.904427585000022 87.882106781005874 233.44899749755862 436.48014831542974 59.514837265014656 96.290100097656264 73.430923220000025 51.108139038085945 0.19000002741813662 87.385966165000013 80.40000152587892 53.001518249511726 107.59039688110353 2.5800232887268071 decision_type=2 8 2 10 10 8 8 10 8 10 10 10 8 10 10 8 10 10 8 10 10 8 10 10 8 10 10 10 10 8 left_child=2 20 -1 4 -4 11 7 -7 9 -9 23 12 13 18 15 -15 17 -3 -6 -20 -2 -13 -23 -11 -18 26 -26 28 -28 -29 right_child=1 16 3 -5 5 6 -8 8 -10 10 -12 21 -14 14 -16 -17 24 -19 19 -21 -22 22 -24 -25 25 -27 27 29 -30 -31 leaf_value=4.7787283839812631e-05 0.097394711499291409 -0.10305669297904625 -0.11914480193939687 -0.10461964042363842 0.077926189256173117 -0.081667506908210938 -0.10181162880578619 -0.0877120496468312 0.20291557293334278 0.03308547455986751 -0.004762814140054009 -0.094872784044151989 0.16385812931076832 0.1550405053507288 -0.070158789425794732 -0.037860534863782894 0.011309818656932657 0.077177604846454861 -0.096843986345947985 0.077885562260029864 -0.023958299941080313 -0.10967973459281805 0.13739801489244952 0.1289579177373 -0.11557698656806703 0.0073018072468962652 -0.18391644553878486 -0.031618063671558588 -0.010790126502916062 0.074107474292150796 leaf_weight=8676.1901867803535 5.3372188564389935 0.88454075157642265 1.987877104367725 10.827411309874149 6.130368363054008 2.6531289967242691 2.284301761432288 2.9276514761586432 1.9838893708365564 3.685621805489065 6.2911309376358977 8.1913104739651281 1.8991972822695959 1.4006006848067039 11.91061892104335 1.7984936679713426 81.014984138979344 6.8042997526936233 2.0252740030409782 1.4176841848529873 2.2404689658433199 1.3428994363748654 1.2890890082344411 7.1108255311846733 4.190012887120246 44.662899754759565 3.2933692187070873 17.231794461607937 4.4255904164165258 5.8610062338411799 leaf_count=82789 63 6 160 611 60 29 85 95 22 20 28 257 13 14 122 33 747 191 24 23 18 38 16 45 23 428 16 115 38 46 internal_value=0 0.00508273 -0.000111977 -0.0180771 -0.00395033 -0.000391344 0.0261913 0.0380522 0.0524906 0.0375806 0.0590472 -0.0195341 0.000625229 -0.0119345 -0.0454394 0.0465938 0.00254292 0.0564431 0.0409469 -0.0248968 0.0615147 -0.0690458 0.0113334 0.0962296 -3.63048e-05 -0.0115747 -0.0356616 -0.0247941 -0.0846562 -0.00478468 internal_weight=0 175.946 8753.35 77.1574 66.33 64.3421 26.9365 24.6522 21.9991 20.0152 17.0876 37.4055 26.5822 24.683 15.1097 3.19909 168.368 7.68884 9.57333 3.44296 7.57769 10.8233 2.63199 10.7964 160.68 79.6647 35.0018 30.8118 7.71896 23.0928 internal_count=86175 1691 84484 1695 1084 924 324 239 210 188 93 600 289 276 169 47 1610 197 107 47 81 311 54 65 1413 666 238 215 54 161 is_linear=0 shrinkage=0.1 Tree=502 num_leaves=31 num_cat=0 split_feature=6 3 9 9 9 9 9 8 8 0 8 5 8 9 7 6 1 5 5 8 9 2 7 2 0 3 7 4 1 1 split_gain=0.44822 2.55907 2.8063 4.25048 3.08157 2.40533 7.48027 6.20479 5.68884 5.98562 5.97898 5.32495 7.37546 4.67592 4.22356 3.71491 3.82845 3.35408 6.73673 6.66916 4.54321 5.98145 5.14609 4.38631 4.15242 4.71273 4.7074 4.0817 5.23577 3.4283 threshold=59.754011154174812 5455.2058105468759 1.3566636443138125 1.4601647257804873 1.1259250044822695 1.2526250481605532 1.2577676177024844 75.194010195000018 75.01961497500001 0.28976640105247503 74.941262460000019 2.6399934291839604 83.723137205000015 1.2509382963180544 106.59830856323244 61.122201919555671 83.230804443359389 2.4904099702835087 2.5850065946578984 74.680035045000011 1.5024287104606631 397.03614807128912 105.01190185546876 146.12154388427737 0.22001499682664874 173.97499847412112 113.63326644897462 0.22822549939155581 96.290100097656264 85.037765502929702 decision_type=10 10 2 2 2 2 2 10 8 10 8 10 10 2 10 10 10 10 10 8 2 10 10 10 8 8 8 10 10 8 left_child=-1 5 4 -4 -3 7 -7 13 10 11 17 -10 -13 -2 -9 -11 -17 19 20 24 -19 23 -23 -22 25 -8 29 28 -20 -26 right_child=1 2 3 -5 -6 6 8 14 9 15 -12 12 -14 -15 -16 16 -18 18 27 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.00017012342441649099 -0.0015113842791532328 -0.028523243270755352 0.099609016366578318 -0.052499606193211493 -0.14388407542599915 -0.11002601184211157 0.15433444981525524 0.065055024075458254 -0.093126930147304263 -0.065183649264004703 0.092056153306064578 0.17801694852710004 -0.07725141667844837 0.11754389197320236 -0.086901067592443593 -0.089362933130306577 0.038649307795728713 -0.046898124775445173 0.083033023439191334 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3.57555 3.01908 5.56374 3.3549 3.16678 3.09549 2.86596 2.67182 threshold=0.28014999628067022 119.45774841308595 1.0609999895095827 103.77054595947267 0.3790500015020371 0.41564999520778662 68.044853210449233 104.20518112182619 0.24011666327714923 108.04341888427736 119.61317062377931 0.33003500103950506 99.504287719726577 67.581501007080092 64.527114868164077 1.2509382963180544 2.4904099702835087 0.25021550059318548 0.21722232550382617 2.7207033634185795 106.59830856323244 104.69990539550783 67.264778700000008 75.540901184082045 58.913000106811531 97.732166290283217 297.30000305175787 61.319998600000012 72.513157530000015 58.913000106811531 decision_type=10 8 10 8 10 10 10 8 10 10 10 10 8 8 8 2 10 10 10 10 10 10 10 10 10 10 10 10 8 10 left_child=8 2 3 -2 -5 -6 7 -7 18 12 11 -11 17 15 -15 16 -14 -10 -1 20 21 23 -22 24 25 26 27 -20 -27 -24 right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 -13 13 14 -16 -17 -18 -19 19 -21 22 -23 29 -25 -26 28 -28 -29 -30 -31 leaf_value=6.0887830468068467e-05 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177 77 100 64 49 84937 553 503 397 106 360 268 183 113 75 70 44 is_linear=0 shrinkage=0.1 Tree=504 num_leaves=31 num_cat=0 split_feature=0 2 8 9 8 9 0 9 8 3 9 3 2 2 3 7 8 3 7 0 0 5 1 9 6 2 9 4 1 5 split_gain=0.462727 0.877232 0.72994 0.480249 3.04398 3.02122 7.48467 9.77068 11.9433 9.31406 8.34863 6.96302 6.6116 6.32998 5.67362 5.63804 8.52749 5.73885 5.42365 5.23743 4.91752 5.5053 7.56562 8.26104 5.23391 7.37794 6.46486 6.1286 6.28099 4.80795 threshold=1.7934499979019167 21.717584609985355 70.628452205000016 1.3680611252784731 71.513231495000014 1.2924330830574038 0.10000500082969667 1.2964575886726382 85.351314280000011 243.87955474853518 1.3079319000244143 34.141143798828132 1260.840026855469 47.444999694824226 5.861074924468995 94.536071777343764 83.945794545000012 33.204999923706062 90.00799942016603 0.089829999953508391 0.18998345732688907 2.5491399765014653 98.433982849121108 1.32133424282074 59.081159591674812 364.11500549316412 1.2987144589424136 0.040001999586820609 85.037765502929702 2.5940849781036381 decision_type=10 10 8 2 10 2 10 2 10 10 2 10 10 8 8 8 10 10 10 10 10 10 10 2 8 10 2 8 8 8 left_child=3 2 -2 5 -5 -1 7 14 9 10 13 -10 -13 -9 -7 18 -17 -18 -12 -16 21 22 -8 -24 25 -23 27 -27 -29 -15 right_child=1 -3 -4 4 -6 6 20 8 11 -11 15 12 -14 29 19 16 17 -19 -20 -21 -22 24 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.00032152762922478745 -0.10184849611131748 -0.072350639968930056 0.063934646722153973 -0.10027986294777032 0.0021046088836920926 0.10598093261625535 0.005608103002367376 0.091366046937304268 -0.044716348607659703 0.00057299914197353073 -0.028558552761044589 0.12223842378177452 -0.026517564002967887 0.074806114242487079 -0.078407120953336185 -0.044607934154343429 0.12186029782169097 -0.00082759734241038283 0.085752657947379726 0.030614471225666906 -0.0071274974571260757 0.066154214045017867 0.1990761065332815 0.033497875951326132 -0.063262360864858341 0.14860261546118131 -0.019069295575528711 -0.12928529537079267 0.061279699187545611 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0.121121 0.0118641 0.0196873 8.78532e-07 0.0598404 0.00940997 -0.086279 internal_weight=0 3.86599 1.49149 8915.39 1209.99 7705.4 660.258 444.459 399.213 376.593 166.393 22.6197 17.7634 34.1731 45.2467 132.22 115.441 32.5403 16.7789 43.2357 215.798 111.821 22.7686 12.094 89.0526 80.6537 56.6521 13.6912 8.73077 32.0332 internal_count=86175 351 131 85824 17866 67958 8795 4888 4468 4047 2371 421 376 473 420 1898 1747 164 151 409 3907 1450 200 112 1250 1069 815 127 72 461 is_linear=0 shrinkage=0.1 Tree=505 num_leaves=31 num_cat=0 split_feature=6 6 9 5 5 7 7 3 7 2 4 1 8 9 8 8 5 5 1 7 0 4 7 6 7 6 8 9 2 9 split_gain=0.422517 2.06015 2.90978 2.13935 3.81844 4.88897 4.44787 6.95394 3.97283 5.50542 3.61435 3.37672 2.62592 3.68074 7.13702 5.26642 5.28889 4.50017 4.07139 4.00525 5.81906 4.00293 3.83822 4.87838 4.03279 3.71804 2.87895 5.53383 5.68734 3.21613 threshold=61.314634323120124 59.754011154174812 1.6643133759498598 2.6300150156021123 2.6582233905792241 92.556716918945327 97.277572631835952 27.755000114440922 98.13730621337892 146.12154388427737 0.12861499935388568 92.16300201416017 74.198335955000019 1.2644609808921816 75.01961497500001 74.941262460000019 2.5700099468231206 2.4904099702835087 108.25125122070314 104.48049926757814 0.14911996573209765 0.099994499236345305 102.00045776367189 60.596574783325202 105.01190185546876 60.596574783325202 73.810261685000015 1.3951563835144045 1548.749450683594 1.2851773500442507 decision_type=10 10 2 10 10 10 10 10 8 10 10 10 10 2 10 8 8 10 8 10 10 10 8 10 10 8 10 2 10 2 left_child=1 -1 3 12 8 -6 -7 11 -5 10 -10 -8 26 22 15 16 18 -16 19 20 -15 -18 23 -14 -24 -21 27 29 -29 -3 right_child=-2 2 -4 4 5 6 7 -9 9 -11 -12 -13 13 14 17 -17 21 -19 -20 25 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00015003342986437914 0.0039786555258203354 -0.014678084658822642 -0.098525462252115503 -0.024544573270499418 -0.084276925861312788 0.07810924878275001 -0.024879595491780912 -0.060631856231284233 -0.075054656282763865 0.11591824111858527 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14.364429047331212 leaf_count=81137 2748 801 24 47 77 67 25 132 33 68 29 36 56 39 67 26 24 174 30 26 24 19 53 35 34 25 101 46 23 149 internal_value=0 -0.000129626 -0.00864016 -0.00746465 0.00988065 -0.0118618 0.00847462 -0.016169 0.0410391 0.0671882 -0.00102624 0.0655264 -0.012002 0.00461399 -0.00936216 0.0154821 0.000635783 -0.0681432 0.0239704 0.0437489 -0.00304514 -0.0748301 0.0445261 0.00224791 0.0975752 0.0892838 -0.0193365 -0.0153845 0.0679207 -0.0201887 internal_weight=0 8655.93 275.388 271.833 56.3639 33.1982 25.9192 19.1441 23.1658 16.5622 6.90135 6.7471 215.469 65.9846 48.8712 34.352 30.034 14.5192 22.9406 18.7973 9.27048 7.0934 17.1134 9.5235 7.58988 9.52683 149.484 138.271 7.53931 130.732 internal_count=86175 83427 2290 2266 514 337 260 193 177 130 62 61 1752 632 454 213 187 241 144 114 63 43 178 91 87 51 1120 1019 69 950 is_linear=0 shrinkage=0.1 Tree=506 num_leaves=31 num_cat=0 split_feature=2 2 6 1 0 9 1 4 0 6 1 4 6 4 3 3 7 6 7 8 8 8 9 9 8 9 9 8 8 9 split_gain=0.428833 2.40608 2.30458 2.12319 4.84804 3.90543 2.85572 6.05865 3.24584 2.52646 2.74051 2.30593 2.47627 2.09608 2.08293 3.22968 2.43428 2.06774 2.02656 2.00012 1.95753 8.86739 8.59621 5.65412 4.8418 8.23102 13.7752 7.84453 10.7764 9.33824 threshold=624.97500610351574 614.59500122070324 55.312780380249031 49.80999946594239 0.24000012129545215 1.310455918312073 54.73500061035157 0.1563455015420914 0.052429858595132835 54.950485229492195 30.435000419616703 0.060004999861121185 48.697698593139656 0.079371500760316863 72545.703125000015 119885.89843750001 97.13147354125978 53.092426300048835 85.822437286376967 65.631410680000002 76.018680405000012 75.674278365000006 1.33274382352829 1.558970093727112 79.618289135000012 1.4366575479507449 1.27454149723053 80.732610590000021 80.871604945000016 1.0943974852561953 decision_type=8 10 10 10 8 2 10 8 8 10 8 8 10 8 10 8 10 10 8 10 8 10 2 2 10 2 2 10 10 2 left_child=1 14 -3 4 5 11 7 -5 -9 10 -6 12 -2 -4 18 -16 17 19 -1 -17 21 23 -23 -8 25 26 -22 29 -29 -26 right_child=3 2 13 6 9 -7 20 8 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 24 22 -24 -25 27 -27 -28 28 -30 -31 leaf_value=0.072123662041588626 0.12044938167778185 0.013026313673440724 0.14815642794829631 0.041595561196475499 0.10716933484379856 -0.081813467771156098 0.00040947205090304304 0.0081674148897655421 -0.16008248962117277 0.064025189127984217 -0.064670599550309613 0.083662381676970363 -0.12053212665713096 0.038412229223996008 0.13151870979353661 0.10066713181846963 0.10681655829364836 -0.11180810767700829 0.00032869705861379608 -0.050904790414644345 -0.018490544626528733 0.071324673361049945 -0.10279437461894306 -0.048630327449026137 -0.10526093602946747 0.015477799474970617 -0.10935886587985827 -0.058498352816297443 -0.0013295684136225821 0.071660628432801465 leaf_weight=3.9354239558670079 0.66418339424137807 28.133252719922893 2.5768770068825679 3.9841615420446015 1.037062695409191 1.8460743576288212 3368.9956874186264 1.5381496232002974 4.5044823438156527 2.6098867680411777 8.8311450690405309 15.604507454758281 1.19113331814151 5.3613350713858381 3.0625949296518202 1.6243690492847247 1.8783797840587793 1.827174191130325 4060.5331635611374 1.8761325159430269 93.228356755280402 27.978983765235174 3.1551428390666834 23.676029388565439 3.3913735095411566 45.777564276009798 20.318914593481168 33.979622237384319 1112.9215913010084 24.796505194157362 leaf_count=87 39 273 20 123 188 22 28531 13 71 55 722 255 76 39 44 16 15 15 38306 87 2628 210 243 1156 22 307 541 172 11731 168 internal_value=0 0.000739482 0.0264529 -0.000652129 0.025108 0.0565064 -0.000823839 -0.0541352 -0.117255 -0.0234712 -0.0466117 0.0711314 -0.0342633 0.074037 0.000511855 0.0454932 0.00893216 -0.025579 0.000398213 0.0194305 -0.000711499 0.000554762 0.0536794 6.72439e-05 -0.00396044 -0.0203192 -0.0347511 -0.00174242 -0.00302333 0.0503746 internal_weight=0 4110.81 36.0715 4800.03 31.784 19.3059 4768.25 10.0268 6.04263 12.4781 9.86821 17.4598 1.85532 7.93821 4074.74 10.2687 7.20606 5.32768 4064.47 3.5005 4758.22 3423.81 31.1341 3392.67 1334.41 159.325 113.547 1175.09 1146.9 28.1879 internal_count=86175 38902 332 47273 1357 392 45916 207 84 965 910 370 115 59 38570 177 133 118 38393 103 45709 30140 453 29687 15569 3476 3169 12093 11903 190 is_linear=0 shrinkage=0.1 Tree=507 num_leaves=31 num_cat=0 split_feature=9 9 9 8 8 9 8 5 8 7 3 2 1 1 2 3 1 5 9 1 1 7 2 9 8 8 3 7 3 1 split_gain=0.495655 7.66448 6.17988 13.5059 3.45983 3.46672 9.17703 6.45263 8.25927 10.1903 5.50943 4.67814 4.56218 6.1717 4.28533 3.08127 4.9052 2.88309 2.17434 2.03222 6.18542 3.48032 3.42464 5.61431 6.40536 5.7615 5.1215 4.90734 5.57626 8.18771 threshold=1.3491482734680178 1.3427831530570986 1.3460645675659182 83.723137205000015 71.513231495000014 1.3566636443138125 83.507371530000015 2.5600099563598637 83.351226575000013 88.833370208740249 325.70500183105474 2543.7900390625005 100.96319961547853 91.564998626708999 4142.8669433593759 1283.7388305664065 121.6716995239258 2.6199631690979008 1.3529604673385622 127.39005661010744 126.21020126342775 84.420028686523452 2881.819946289063 1.3758142590522768 82.704916510000018 83.123132410000011 5.861074924468995 94.944957733154311 306.47000122070318 102.86154937744142 decision_type=2 2 2 10 10 2 10 8 10 10 10 8 8 10 10 10 10 10 2 10 10 8 8 2 10 10 10 10 10 8 left_child=1 -1 -3 -4 -2 6 7 -6 9 12 -8 -11 13 -9 -13 16 -5 -16 -10 20 21 -7 26 24 -24 -26 -23 28 -28 -30 right_child=4 2 3 15 5 19 10 8 18 11 -12 14 -14 -15 17 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 27 -29 29 -31 leaf_value=-0.00014161277663809555 -0.10033958732813608 -0.11139373160767577 -0.10978294822791257 0.10953203352059987 0.19437296766905204 0.12186348895726935 -0.092474172886467476 -0.10169738028965225 0.061460091828295961 0.18522179188553822 0.14797941269502213 -0.073721467222432821 -0.10962022533963925 0.14929733091067829 0.16776609144423416 0.17625891501870192 -0.14807185859743319 0.015117018301749847 0.15617301541920789 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2.88644 1.94935 3.54434 1.84052 3.05687 1.78788 1.72399 3.58948 4.31637 5.03345 threshold=1.6318134069442751 91.284999847412124 1.5900974869728091 87.291245100000012 88.037700653076186 52.138088226318366 116.01065063476564 87.238997570000009 87.182795360000014 54.867120742797859 870.12850952148449 106.61238098144533 362.83680725097662 84.153450012207045 73.638540480000017 1.6201764941215517 0.11000006645917894 55.43550109863282 89.215847015380874 86.904427585000022 87.801750183105483 0.024604999460279945 2.6399934291839604 108.84904861450197 101.68435668945314 59.514837265014656 103.21296691894533 55.479749679565437 113.76994705200197 58.384933471679695 decision_type=2 8 2 10 10 10 8 8 8 10 8 10 8 10 10 2 8 8 10 10 10 10 10 10 10 10 8 10 10 10 left_child=2 25 -1 4 -4 6 18 8 9 -7 12 -10 13 17 15 16 -15 -11 -6 20 -3 -8 -23 24 -22 -2 27 -21 29 -29 right_child=1 19 3 -5 5 7 21 -9 11 10 -12 -13 -14 14 -16 -17 -18 -19 -20 26 23 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=2.9498991536683855e-05 0.093182958712752006 -0.12633879627255093 -0.11723339229511275 -0.1042322202102411 0.016899179820234578 -0.090459014645945524 0.053509095658827791 -0.15764170693918819 -0.014567049060620094 0.11303746076670834 -0.068787130293981466 0.12838849194191637 0.10439319362402751 -0.084926324691079483 -0.11893812405680815 -0.081763252162736944 0.11075627810665026 0.0093220810702766884 0.14944885895301407 -0.0022014315569634717 0.10660875749425865 0.02490088850781165 -0.1423631716289164 0.10646425634545847 -0.16970982804391713 -0.013750339397461559 -0.023323174114084477 0.043660077685738381 0.097203945151374427 -0.097052343597249235 leaf_weight=8651.2696629425554 5.0192066691815844 0.79226888716220756 1.8165106751948759 9.8292920026578923 1.6342410693105165 8.0538086718770483 2.6901151686906823 1.8857646528631438 2.7804283178411415 3.4515395518392404 6.1430737407790721 4.0227988436818123 3.555020654865074 1.522886473685505 3.3386859367601565 4.0959054008126259 4.1365523079002697 5.1999065787531444 4.2531573214291711 112.75379473832436 0.89848593669012167 2.7668311670422554 2.3368502065568464 4.8843316584825516 0.72216211259365082 2.2710075695067644 25.705041536646604 9.4532096376642603 8.6105052740313095 3.4772470872849217 leaf_count=82789 63 5 160 611 16 238 16 14 22 21 198 26 31 17 75 27 54 59 61 870 31 14 35 146 15 18 303 101 114 25 internal_value=0 0.00512124 -0.000115155 -0.0171385 -0.00369601 -0.000362412 0.0397193 -0.0117425 -0.00580023 -0.0188502 -0.00050862 0.0699636 0.0160697 0.0016303 -0.0307908 -0.0006231 0.0581005 0.0506999 0.112655 0.00273541 0.0538752 -0.0153762 -0.0516852 0.0758242 -0.016519 0.0598717 0.000403032 0.00494441 0.0423485 0.00581982 internal_weight=0 174.587 8724.78 73.5134 63.6841 61.8676 13.6812 48.1864 46.3006 39.4974 31.4436 6.80323 25.3005 21.7455 13.094 9.75534 5.65944 8.65145 5.8874 167.297 7.29725 7.7938 5.10368 6.50498 1.62065 7.29021 160 134.295 21.541 12.9305 internal_count=86175 1691 84484 1695 1084 924 142 782 768 720 482 48 284 253 173 98 71 80 77 1610 197 65 49 192 46 81 1413 1110 240 126 is_linear=0 shrinkage=0.1 Tree=509 num_leaves=31 num_cat=0 split_feature=8 8 1 0 7 3 9 3 1 1 1 3 6 8 5 3 3 9 2 5 9 9 9 7 2 2 3 1 5 9 split_gain=0.447983 4.2849 16.2882 15.067 9.9401 8.87135 7.95591 14.8953 10.2336 7.35952 7.12503 7.26826 6.3081 5.73333 7.71162 6.64243 8.16883 9.46777 5.40366 5.32963 6.57159 5.07803 4.99331 4.65455 9.9752 4.64251 4.32456 3.92098 3.56014 3.81538 threshold=83.598192555000011 83.351226575000013 109.43389892578126 0.26940321922302252 98.13730621337892 266.79499816894537 1.2987144589424136 71.927349090576186 104.39070129394533 101.59129714965822 87.642147064208999 239.47029876708987 54.785516738891609 83.282422660000023 2.6399934291839604 150.47010040283206 288.44999694824224 1.4183241128921511 2881.819946289063 2.6300150156021123 1.2292694449424746 1.3393588662147524 1.2944614887237551 90.667102813720717 4142.8669433593759 2543.7900390625005 40.030328750610359 115.69050216674806 2.599985003471375 1.406809985637665 decision_type=8 8 10 10 10 8 2 10 8 10 10 10 10 8 10 8 10 2 10 8 2 2 2 8 8 10 10 10 10 2 left_child=1 13 3 4 6 27 8 -8 23 10 11 -9 -5 -1 15 -15 22 21 -13 20 -6 -18 -17 -3 26 -23 -25 -4 29 -12 right_child=-2 2 5 12 19 -7 7 9 -10 -11 28 18 -14 14 -16 16 17 -19 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00021434883923312391 0.0016788856289225468 0.13330952124845083 -0.23235139636447935 -0.045354444456584764 -0.23221512890389892 -0.0098000725739381747 0.17510033696425409 -0.087561496473509498 -0.11847051278675849 0.078995884348919132 -0.010221374948237973 0.049514796887233509 -0.25315516801897209 0.079141578612745539 0.10570304345524456 0.010809229237729728 0.064899927054196838 0.15718479036189728 -0.051405810150366084 -0.0030593810342049001 -0.036753573893984925 -0.069135881195551085 -0.15864073012169644 -0.025745259275140493 -0.090214179662970309 0.051141206211246105 0.079246631816479063 -0.10739537526006637 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73.430923220000025 0.054781578481197364 85.923751831054702 55.804910659790046 5296.0021972656259 0.33003500103950506 98.13730621337892 63.795240402221687 97.732166290283217 0.17855834215879443 54.441499710083015 1.2644609808921816 1.0514340996742251 1115.8455200195315 73.869909720000024 524.88000488281261 1.3491482734680178 2.6390450000762944 1.0514340996742251 1.048164486885071 2.6900134086608891 50.568756935000003 53.385573055000009 decision_type=8 8 8 10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 2 2 10 10 10 2 10 2 2 10 10 10 left_child=14 6 3 4 -3 -5 8 -8 -2 10 -10 12 -11 -9 15 25 17 18 -17 -19 22 23 -21 24 -22 26 28 -28 -1 -30 right_child=1 2 -4 5 -6 -7 7 13 9 11 -12 -13 -14 -15 -16 16 -18 19 -20 20 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.0074608176538852339 -0.031466332473265635 -0.02949773517500048 0.00049173752665450528 -0.1245897798338591 0.091842631171037969 -0.0095885070852235934 -0.042289354488718456 -0.0086998236704322104 -0.056422235939290091 0.083793016029985151 0.067830425050561652 -0.030234098447410204 0.00050363662912281495 0.11050868255656723 0.069554224690045616 -0.074377764685299746 0.090945444073649906 -0.07943785335181297 0.060775698615650499 -0.0084330602002126165 -0.090272435226010875 -0.10449843398784237 0.076148678003325476 0.12453219933132798 0.077372126787144002 -0.0015287466263227407 0.071945256514496667 -0.033996667634499524 -0.079245833571995911 0.020366745359098905 leaf_weight=313.21415409613155 5.9775161255679441 11.085385640130426 5001.8097480541965 6.7002979006210781 3.5139729218790317 4.0327430740726422 12.722135413554499 4.8201430235058051 5.9578183868434262 25.248417711976803 3.6684500720584765 3.4338847493054336 5.3897869442735091 3.5060755796730518 5.481635386706329 20.798913763934255 3.6554551261942825 6.2876212103292337 2.5979893759358665 10.947874332297944 3.5861220201477391 5.5101798852556385 9.2570582039479614 1.9392960558179764 2.1162235178053379 3336.8608372281433 30.450139744207263 9.9180277689592895 19.160973425023258 13.062680812363395 leaf_count=2431 61 91 47977 51 24 39 84 39 63 216 25 36 66 25 43 120 24 44 61 125 50 67 83 14 21 33507 212 115 189 272 internal_value=0 0.000613686 0.000314664 -0.034648 -0.000291879 -0.0813802 0.0218685 -0.0091453 0.0350094 0.0441027 -0.00907111 0.0591257 0.069141 0.0414975 -0.000848452 -0.000950295 -0.0215575 -0.028081 -0.0593703 -0.00961493 0.00354642 -0.0375835 0.0303188 0.010667 -0.0280571 -0.000581089 0.00761526 0.0459165 0.00313935 -0.0388653 internal_weight=0 5097.87 5027.14 25.3324 14.5994 10.733 70.7242 21.0484 49.6759 43.6984 9.62627 34.0721 30.6382 8.32622 3794.85 3789.36 66.6967 63.0413 23.3969 39.6444 33.3568 13.1518 20.2049 7.64164 5.70235 3722.67 385.806 40.3682 345.438 32.2237 internal_count=86175 48797 48182 205 115 90 615 148 467 406 88 318 282 64 37378 37335 609 585 181 404 360 152 208 85 71 36726 3219 327 2892 461 is_linear=0 shrinkage=0.1 Tree=511 num_leaves=31 num_cat=0 split_feature=2 0 9 9 9 1 8 8 7 2 3 2 4 8 0 9 1 7 4 8 1 7 4 9 0 0 0 8 8 9 split_gain=0.474425 3.75338 3.29974 6.86941 4.00728 4.98308 2.9687 4.3993 5.93067 3.47351 6.02432 4.67364 3.93726 2.79248 2.71028 4.39318 3.36952 4.24619 4.42263 3.92646 3.66108 4.75487 3.67757 3.28428 4.3806 4.05873 4.85989 4.1699 4.65591 3.64608 threshold=10859.040039062502 -0.037466512992978089 1.0596722364425661 1.0465513467788699 1.067902743816376 106.00159835815431 45.692128230000002 52.66233285500001 85.489490509033217 35815.000000000007 597.36499023437511 17553.171875000004 0.054864000529050834 53.385573055000009 0.20998344570398333 1.087821424007416 122.49349975585939 102.1468963623047 0.06956499814987184 73.722831840000012 146.69315338134768 98.23557281494142 0.11695516481995584 1.2492841482162478 0.28727652132511144 0.51504999399185192 0.59004998207092296 70.393947905000019 68.659882405000019 1.1226413846015932 decision_type=10 8 2 2 2 10 10 10 8 8 10 10 10 10 10 2 10 8 8 10 10 8 10 2 10 10 8 10 10 2 left_child=-1 -2 3 -3 5 -4 9 8 -8 11 -11 12 -6 -9 -15 -16 17 18 23 -19 21 22 -18 24 29 -25 -27 28 -28 -17 right_child=1 2 4 -5 6 -7 7 13 -10 10 -12 -13 -14 14 15 16 20 19 -20 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31 leaf_value=-0.00021964636430180508 -0.079190824309652769 0.0052328539679626232 0.019310837801698528 0.085742790617856959 0.06675374405606431 -0.09936169964164894 -0.098557023340586844 -0.086977251685563001 0.057547989995916475 0.11145749675864883 -0.066866869333382137 -0.11354640061995039 -0.080214458620436302 0.0060935261517934989 -0.099829308593857788 0.083609905844536495 0.044860112449228842 0.1708137165148656 -0.05901259168212767 -0.061688073853636984 -0.037960013287176173 -0.10326662147510371 0.19158269400033537 -0.04271074156182203 0.089126827034025136 0.089386854879528466 0.0056652471210350865 0.085514016887783401 -0.13954982297681109 -0.076518383055738493 leaf_weight=8209.0007563819454 5.5746815630409401 39.259956156992303 6.0067112215328953 14.516547380248083 3.8534901281818765 8.6103250058367831 2.6933969557285335 3.5183742381632319 25.242438215762377 3.7918737456202498 3.7859932370483875 7.947274842299521 3.4591120183467865 432.20527573153959 5.3059578215470529 2.1158025413751584 17.313389779454166 2.2191345359869952 22.362051511969185 1.0797807316557735 7.3095694914372862 1.9841211611510505 1.8953230381011952 29.110856715884438 7.2890471640857868 6.1994734319596319 5.5226967706694285 2.8786387776490292 3.6785516291856766 4.3361878714058548 leaf_count=77939 76 425 36 75 29 114 14 23 146 27 38 72 48 5363 96 15 257 35 163 101 85 31 8 651 80 71 51 34 19 53 internal_value=0 0.00252696 0.00320136 0.0269659 0.0011458 -0.0505945 0.00239154 0.00377408 0.0424973 -0.0329781 0.0223645 -0.0604605 -0.00276726 0.00182959 0.00239481 -0.0108605 -0.00676612 -0.0165628 -0.0209594 0.0947127 0.0230657 0.0441139 0.0593372 -0.00703946 0.0360055 -0.0195206 0.017411 -0.0195275 -0.05239 -0.0240075 internal_weight=0 681.066 675.491 53.7765 621.715 14.617 607.098 584.26 27.9358 22.8377 7.57787 15.2599 7.3126 556.324 552.806 120.601 115.295 86.7922 83.4933 3.29892 28.5024 21.1928 19.2087 61.1313 13.741 47.3902 18.2794 12.0799 9.20125 6.45199 internal_count=86175 8236 8160 500 7660 150 7510 7296 160 214 65 149 77 7136 7113 1750 1654 1273 1137 136 381 296 265 974 148 826 175 104 70 68 is_linear=0 shrinkage=0.1 Tree=512 num_leaves=31 num_cat=0 split_feature=1 6 7 1 7 9 9 8 3 1 6 8 6 6 7 2 1 6 5 7 4 0 8 8 8 7 4 3 5 9 split_gain=0.447742 2.75574 5.40243 9.09447 4.59642 4.61799 6.28915 7.17476 6.12597 5.61799 10.0388 5.01009 6.08853 4.90175 5.88036 6.47762 4.96697 4.74828 4.59199 4.48636 3.90317 3.90005 3.85713 3.77851 3.9024 4.4264 4.60287 5.57614 5.9281 4.99746 threshold=153.93620300292972 54.627439498901374 84.420028686523452 241.24684906005862 87.132465362548842 1.1980048418045046 1.162797808647156 59.86349009500001 210.29000091552737 181.95790100097659 53.860177993774421 68.008555565000009 52.107950210571296 53.929851531982429 96.436347961425795 2673.954956054688 224.385368347168 54.210170745849616 2.5399399995803837 92.275657653808608 0.053014999255537994 0.060004999861121185 74.980382370000015 83.673071915000023 74.493741635000021 97.206172943115249 0.060400500893592841 173.97499847412112 2.5300999879837041 1.181110739707947 decision_type=10 8 10 10 10 2 2 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 2 left_child=-1 2 3 -2 -4 6 7 13 11 10 -8 12 -9 14 16 21 -6 -7 -19 -13 -20 -16 -10 24 25 26 29 28 -28 -3 right_child=1 23 4 -5 5 17 9 8 22 -11 -12 19 -14 -15 15 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00021591003476077267 0.056448049893480616 -0.0046731885008503785 -0.059760210378836144 -0.080846051479537759 -0.036985653307348876 0.039785348125570705 -0.10084733819211233 -0.010598354768303009 -0.082674949771158884 -0.16852418411507009 0.12752425290733613 0.083027417927842503 0.13741439893674526 0.033094302393199208 0.076173610990586199 0.11096989960853849 0.016913598306964036 0.079918706357491334 0.02055505461662838 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0.0406541 0.00383415 0.006721 -0.00144574 0.00374169 0.0488544 -0.0695781 -0.0244793 0.0767401 0.104392 -0.00587643 -0.0151049 0.0428285 -0.0243155 0.0303316 -0.0512715 -0.00861141 -0.106046 -0.0200551 -0.0267446 -0.00305007 -0.00606001 -0.00276646 -0.00903611 -0.0257988 -0.0139105 0.00178676 internal_weight=0 692.133 297.759 47.3926 250.367 239.495 177.945 165.355 29.0587 12.5898 8.64804 21.2284 16.0339 136.297 110.201 15.1171 95.0836 61.5499 6.39024 5.19451 4.50803 7.86184 7.83038 394.374 360.304 327.503 253.714 99.5417 79.4874 154.172 internal_count=86175 7673 2608 522 2086 1961 1260 1164 212 96 70 132 90 952 787 108 679 701 79 42 59 60 80 5065 4738 4509 3998 655 464 3343 is_linear=0 shrinkage=0.1 Tree=513 num_leaves=31 num_cat=0 split_feature=4 1 7 7 9 6 0 2 2 0 5 1 8 1 8 9 8 9 6 1 9 9 8 7 5 0 6 5 7 9 split_gain=0.442138 3.19118 4.17891 3.11001 5.2469 3.87089 6.27011 4.50317 4.67436 4.54683 3.59785 10.0736 6.48272 3.59435 5.93174 7.85433 5.5239 5.12322 5.98264 5.10747 6.41222 10.5997 9.06851 8.64062 8.24799 6.84924 5.46503 4.87446 8.17766 5.11227 threshold=0.056858500465750701 75.540901184082045 88.570766448974624 93.380386352539077 1.6643133759498598 60.450513839721687 0.29804000258445745 677.77099609375011 960.48999023437511 0.042308313772082336 2.5700099468231206 98.433982849121108 57.044835510000006 94.480247497558608 78.137514370000019 1.0928202867507937 72.513157530000015 1.0727607607841494 57.96794509887696 153.93620300292972 1.0613657236099245 1.067902743816376 49.976338770000005 98.050918579101577 2.7025200128555302 0.24904999881982806 53.997543334960945 2.6798100471496586 102.27501678466798 1.27454149723053 decision_type=8 10 10 8 2 8 10 10 8 8 10 10 10 10 10 2 10 2 10 10 2 2 10 8 10 10 10 10 8 2 left_child=1 2 -1 -3 5 10 7 9 -9 -7 11 -5 -13 14 15 16 17 18 -12 20 22 -22 23 24 -15 -25 -24 28 -16 -29 right_child=-2 3 -4 4 -6 6 -8 8 -10 -11 13 12 -14 19 27 -17 -18 -19 -20 -21 21 -23 26 25 -26 -27 -28 29 -30 -31 leaf_value=-0.074465127909623105 0.00035257796016797364 0.0023964696102813741 -0.006035192802965033 -0.16447916203668522 0.098027442526218089 0.11711474068407156 0.091243683110856511 0.13901505366649877 0.013641808281965062 -0.046594880557696568 -0.092505331124625709 -0.094876942374913675 -0.0036654139461622655 0.05534141650265894 -0.023688317111578476 0.09283798319196028 -0.16943170992887385 0.12838231859253038 0.1222678334447783 0.010657199827857218 -0.14015433969234325 -0.020193635924319803 0.0022009775888258876 -0.15102913454229061 -0.11386566433953732 -0.011691575695407609 0.10610109245788482 0.0054874885729663406 0.068119391518104602 0.10169673810946833 leaf_weight=13.565697415683642 7028.9388231478861 1145.1895179739768 26.082963612454478 5.2755834286508607 4.7972084183966208 1.8689408539794383 9.8160341498223698 3.5456643043671674 18.438342810297399 18.389763800005316 4.6741719231067709 9.4518685061484558 44.375468153039492 15.978973004966976 84.975692485750187 16.312809162482154 1.9371590031078074 2.8311280757188797 1.7950718924403188 82.590232765149267 7.580139997880905 260.38139872739703 8.3540198275586608 6.7152643054723722 3.5143825709819785 7.4323536083102226 12.848516538739203 17.430431125219915 10.952755595906636 8.0848498133709636 leaf_count=605 60970 14190 837 290 127 25 139 43 297 258 141 112 840 113 614 156 24 19 11 941 85 4488 137 38 21 40 72 133 194 215 internal_value=0 -0.00138301 -0.0294483 -0.000770108 -0.00617973 -0.00693084 0.0192493 0.00251984 0.0338625 -0.0314921 -0.0091524 -0.0326066 -0.0196818 -0.00665197 0.00662985 0.0485218 -0.0158091 0.0161887 -0.0329105 -0.0115334 -0.0172109 -0.0235871 0.0139426 -0.0183397 0.0248357 -0.0778291 0.0651634 -0.00287363 -0.0132061 0.0359726 internal_weight=0 1855.19 39.6487 1815.54 670.348 665.551 52.0587 42.2427 21.984 20.2587 613.492 59.1029 53.8273 554.389 148.994 27.5503 11.2375 9.30037 6.46924 405.395 322.805 267.962 54.8435 33.641 19.4934 14.1476 21.2025 121.444 95.9284 25.5153 internal_count=86175 25205 1442 23763 9573 9446 762 623 340 283 8684 1242 952 7442 1507 351 195 171 152 5935 4994 4573 421 212 134 78 209 1156 808 348 is_linear=0 shrinkage=0.1 Tree=514 num_leaves=31 num_cat=0 split_feature=8 1 3 5 6 5 8 2 8 6 6 3 3 1 2 1 5 8 5 7 3 3 0 7 2 2 6 4 0 2 split_gain=0.438248 3.75336 3.75873 1.92106 2.23462 0.758827 0.60324 4.02497 2.1705 2.39395 1.94211 2.03513 3.24931 3.61966 3.44634 4.83987 4.47904 3.22236 3.17381 3.16976 3.71279 3.03179 4.37917 3.26502 2.83284 2.58203 2.43891 2.27782 2.29969 2.30866 threshold=2.0011106370000005 115.38129806518556 674.11999511718761 2.6623134613037114 52.079084396362312 2.5920299291610722 11.539578135000001 19089.429687500004 2.3897644095000001 50.359931945800788 50.237092971801765 262.00399780273443 210.29000091552737 98.433982849121108 914.20001220703136 124.22424697875978 2.5673632621765141 3.8536719175000003 2.6018366813659672 89.276966094970717 81.177448272705092 634.71594238281261 0.21505000442266467 88.89941787719728 1000.029998779297 566.54000854492199 53.062681198120124 0.20001550018787387 0.066814914345741286 126.94260025024415 decision_type=8 8 8 10 10 10 10 10 8 8 8 10 8 8 10 8 10 8 8 8 10 8 10 8 10 8 10 10 8 10 left_child=1 2 3 4 -1 -6 7 8 9 -2 -10 12 13 -12 17 19 -17 -15 -13 -16 -21 23 -23 -20 25 -14 -27 28 -19 -30 right_child=6 -3 -4 -5 5 -7 -8 -9 10 -11 11 18 24 14 15 16 -18 27 21 20 -22 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.10839918395441371 0.20588112548543105 -0.10765604760301527 -0.11766951917903033 0.074106056382034047 0.075460925025958456 -0.0073332732012650823 -7.3511404950602681e-05 0.13005504307617063 -0.050793468243005659 -0.12043010493282549 0.049962011855793798 -0.085406474994639089 0.037867370994312616 -0.080024902922889496 0.023470397362831491 -0.13739781853895716 0.17824668590253051 -0.0698155113550296 -0.034092915230603316 0.064648371171931993 -0.095760479423694214 -0.14906523967919857 0.15480812295385274 0.090906715224664092 0.010794435978634656 -0.16650472222823864 -0.018871256792064861 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-0.0763855 0.0529191 -0.0557528 0.0694191 -0.0467315 -0.0899068 -0.120921 0.024892 0.0286195 0.0354445 internal_weight=0 17.0381 13.4965 11.4736 6.14422 4.5166 8862.28 116.978 114.373 2.49912 111.874 106.238 87.4911 76.0854 58.278 20.1222 2.38501 38.1558 18.7473 17.7372 13.5874 16.9082 2.22882 14.6793 11.4057 6.51557 5.24295 34.9609 34.2309 32.0114 internal_count=86175 328 257 126 88 59 85847 5077 4944 529 4415 4359 3075 2539 2034 287 82 1747 1284 205 166 1275 262 1013 536 499 395 1696 1690 1674 is_linear=0 shrinkage=0.1 Tree=515 num_leaves=31 num_cat=0 split_feature=7 4 3 0 6 4 7 6 4 3 8 6 9 9 6 8 7 4 5 4 5 1 2 3 2 1 4 7 5 4 split_gain=0.441722 4.97391 2.81224 2.67086 2.5713 3.66379 4.59278 2.87708 2.35276 4.24008 5.27061 7.09954 5.55366 4.89172 3.53597 3.41649 3.29583 5.35588 5.55124 5.10431 4.87908 6.34693 4.11216 4.37801 3.72582 4.00236 3.59563 3.55853 6.96896 6.449 threshold=90.124980926513686 0.11800333112478258 12.562700271606447 -0.037466512992978089 52.878839492797859 0.1272619962692261 87.959163665771499 56.852272033691413 0.042416499927639968 1283.7388305664065 59.948030760000009 54.354694366455085 1.222699046134949 1.3566636443138125 57.033216476440437 88.080442725000012 89.084224700927749 0.079994998872280135 2.6340067386627202 0.10920333489775659 2.6475050449371342 159.09695434570315 482.65499877929693 36.131723403930671 1423.414978027344 166.61599731445315 0.09539049863815309 89.889560699462905 2.6018366813659672 0.059568999335169799 decision_type=8 8 10 10 10 10 10 8 10 10 10 8 2 2 10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 8 left_child=1 3 -3 -1 5 6 -4 -6 14 13 12 -12 -11 16 -5 -15 24 18 27 22 -20 -22 -19 -24 26 -26 -10 28 -18 -30 right_child=-2 2 4 8 7 -7 -8 -9 9 10 11 -13 -14 15 -16 -17 17 19 20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=-0.069772399945373098 0.00023420951468246999 0.054880019200775509 0.055227794278204248 -0.0042631328995903555 -0.12060922626057634 0.046052186853506927 -0.11299074470921354 -0.0085425108984303194 0.026606922494580826 0.036593075415453438 0.0020082177336043072 0.1651130281801268 0.22988194457867911 -0.059947791537140686 -0.080145308295469397 0.10339016320231467 -0.065643795495251581 -0.019428681416785852 -0.10532311300531252 -0.050348052297967211 -0.027098302072235708 0.13121357573496259 -0.0049332009399703121 0.10892911922283817 0.0074220507555948431 -0.079428247947508523 0.11832095382071542 0.079513478703356982 0.11142436415155953 -0.025759368062290053 leaf_weight=5.5824441721197209 7936.5477989324154 2.5675505148010442 2.2645882344804722 467.83631444232924 8.2728365843649918 4.6829442866146564 5.7290815435117111 3.1681623221375057 53.098606238563661 3.2749756919220081 23.51401583944244 3.0103318202745859 2.7220148295164108 17.294144758005135 6.2225439995527259 1.3829821962863196 9.4147250913083607 5.8256419882527615 7.6906578727066508 6.0279787620529524 78.087018578240531 2.6173070296645156 4.6418618662282851 12.391636906191705 170.92674065666506 5.4760662857443085 4.6489389087219015 7.5944499815814188 7.1907257661223367 6.5466159475035992 leaf_count=59 75051 35 22 6397 66 42 59 21 548 44 370 40 13 413 43 10 62 47 50 58 700 15 31 87 1645 55 46 46 54 46 internal_value=0 -0.00205865 -0.0446144 -0.000814859 -0.0552065 -0.0241867 -0.0653348 -0.0895765 -0.00039064 0.0049349 0.0396616 0.0205195 0.124326 0.00211753 -0.00525917 -0.0478531 0.0045596 -0.00711988 -0.0164861 0.0315099 -0.0292166 -0.0219641 0.0530959 0.0779001 0.0119433 0.00472596 0.0339903 0.0201138 0.000629191 0.0460486 internal_weight=0 939.704 26.6852 913.019 24.1176 12.6766 7.99367 11.441 907.436 433.377 32.5213 26.5243 5.99699 400.856 474.059 18.6771 382.179 148.029 119.142 28.8871 88.395 80.7043 22.8591 17.0335 234.15 176.403 57.7475 30.7465 23.1521 13.7373 internal_count=86175 11124 245 10879 210 123 81 87 10820 4380 467 410 57 3913 6440 423 3490 1196 973 223 765 715 165 118 2294 1700 594 208 162 100 is_linear=0 shrinkage=0.1 Tree=516 num_leaves=31 num_cat=0 split_feature=8 9 9 9 6 9 4 2 8 9 7 9 1 6 2 4 4 8 5 7 0 3 3 8 6 0 7 9 4 0 split_gain=0.437728 7.2119 5.45383 14.1323 10.4123 9.79751 17.6926 22.6849 12.2944 12.9162 12.4568 10.7667 9.82135 9.43814 10.8723 11.3952 8.25652 7.98889 7.50138 7.64577 7.4605 6.91303 10.608 6.91264 7.10261 6.85384 8.8631 7.78589 12.8741 16.811 threshold=68.343569515000027 1.0695490241050722 1.1677789688110354 1.1744956374168398 60.450513839721687 1.1543519496917727 0.054864000529050834 238.2572937011719 59.392466590000005 1.1611987948417666 103.21296691894533 1.1493571400642397 98.131198883056655 57.096208572387702 1057.6399536132815 0.11695516481995584 0.13473332673311236 68.008555565000009 2.6018366813659672 98.13730621337892 0.30244840681552893 106.61238098144533 164.72000122070315 49.585035525000009 52.546287536621101 0.12999981641769412 90.314128875732436 1.2342023253440859 0.1020033322274685 0.4379699975252152 decision_type=8 2 2 2 10 2 10 10 10 2 10 2 10 10 10 10 10 10 10 8 8 10 10 10 8 8 10 2 8 10 left_child=2 -2 5 4 17 11 12 16 9 -9 18 -1 -7 14 15 -13 20 23 19 -10 -8 -20 -23 -4 -25 26 -5 -27 29 -29 right_child=1 -3 3 25 -6 6 7 8 10 -11 -12 13 -14 -15 -16 -17 -18 -19 21 -21 -22 22 -24 24 -26 27 -28 28 -30 -31 leaf_value=0.00071158349868981233 -0.087920637425940695 0.00078424102137653485 0.060582261724091008 -0.010199596233538756 0.14009634119909153 0.050571305806283211 -0.083894238830404699 -0.10362319675002483 -0.025177980870128243 0.065879493545793394 -0.061056120709467733 0.070536877647510057 -0.13139330629531334 -0.1647936483011023 -0.074337025909344434 -0.11600371299900494 0.085299923094488098 0.011044358486259788 0.11477495255937771 0.09263664814753772 0.077190863494969841 -0.041590895203153434 0.094465439503544121 0.046732785678238957 -0.10222099061390899 0.0045095273140859388 0.020146710239298118 -0.069965309302369535 -0.0025618584892931604 0.00066056581361232075 leaf_weight=2787.7159325168377 9.1825589858726726 4925.7732604855046 3.2442268785089245 182.80054875995484 2.6614833977073422 4.1303723361343136 22.782886624336243 9.3379469178617018 12.649220183491709 8.6690507903695089 7.0270448103547087 14.201304426416756 10.523545783944426 5.9448571428656569 24.242669654078782 4.2561648711562148 4.3468321422114959 11.958405509591101 47.903063341975212 9.757460877299307 3.2903625061735573 8.4192876294255274 17.943881586194038 3.4718183148652306 41.071196189150214 179.28129263778101 203.26015385934988 90.05681193313103 164.17201771131113 53.858758889294677 leaf_count=21888 560 48961 29 2224 22 40 124 107 55 69 37 93 122 47 173 42 27 54 241 47 18 40 93 38 310 1366 1795 4248 2200 1105 internal_value=0 0.000619186 -0.000794414 -0.00746013 -0.0534332 0.00128275 0.0248374 0.0349462 0.054252 -0.0220201 0.0674962 -0.000102288 -0.0801045 -0.0467431 -0.0303077 0.0275219 -0.0422939 -0.0620543 0.0768405 0.0261269 -0.0635658 0.0921412 0.0510148 -0.0803467 -0.0906111 -0.00417533 0.00577767 -0.0120594 -0.0217012 -0.0435344 internal_weight=0 4934.96 3938.98 935.837 62.4071 3003.14 166.781 152.127 121.707 18.007 103.7 2836.36 14.6539 48.645 42.7001 18.4575 30.4201 59.7456 96.6729 22.4067 26.0732 74.2662 26.3632 47.7872 44.543 873.43 386.061 487.369 308.088 143.916 internal_count=86175 49521 36654 13391 453 23263 1020 858 689 176 513 22243 162 355 308 135 169 431 476 102 142 374 133 377 348 12938 4019 8919 7553 5353 is_linear=0 shrinkage=0.1 Tree=517 num_leaves=31 num_cat=0 split_feature=5 3 3 7 0 9 0 7 9 4 9 8 4 2 8 1 3 3 1 2 9 6 4 4 8 1 9 0 1 6 split_gain=0.447076 6.49887 6.99942 9.7024 4.97757 4.72113 19.3248 14.3593 11.8202 9.47145 7.91999 7.75166 7.70527 7.4935 6.84111 6.11734 6.36549 8.94035 7.08559 5.24398 5.96217 5.09295 4.82646 8.8935 9.65058 8.13358 7.88792 10.4166 8.72496 7.23013 threshold=2.6498100757598881 30.295001029968265 12.087590217590334 84.420028686523452 0.080014999955892577 1.2342023253440859 0.21000001579523089 89.156623840332045 1.222699046134949 0.13950666785240176 1.2161991596221926 59.698715195000005 0.071497000753879561 19089.429687500004 63.23751475000001 95.72259902954103 1212.7578125000002 6758.4301757812509 134.77335357666018 646.41448974609386 1.219445586204529 55.219902038574226 0.12140499800443651 0.04311600141227246 59.948030760000009 78.060043334960952 1.2526250481605532 0.094338413327932372 137.54299926757815 57.514093399047859 decision_type=10 10 10 10 10 2 10 8 2 10 2 10 8 8 10 10 10 10 8 10 2 10 10 8 10 10 2 8 8 10 left_child=-1 2 4 -4 -2 8 22 -8 10 11 15 12 -10 -13 -9 -3 -17 18 -18 -12 -21 -11 23 -7 26 -26 27 -25 -28 -24 right_child=1 5 3 -5 -6 6 7 14 9 21 19 13 -14 -15 -16 16 17 -19 -20 20 -22 -23 29 24 25 -27 28 -29 -30 -31 leaf_value=-0.00043659397135353362 -0.036980876016228868 -0.0082489589347628737 -0.082767714039536366 0.026404033443057379 0.0047551835220353451 0.0060920642663288872 0.029571050065728618 -0.0026470739395242152 -0.069252865052361265 0.010628698541417809 -0.0082175704439787119 0.06376722866487386 0.12968690110273537 0.23245362557793989 -0.09232509386454299 0.0029830912743332707 0.081068937626700921 -0.010090700502510111 -0.035220616121882438 -0.15760780090191168 -0.0041621803855000266 -0.14235499487877298 0.015236424395770873 0.14211506228671575 0.071740964555038575 -0.063417615738609726 -0.037881297969912034 -0.071107349380236565 0.15670443992399832 0.15439732377531951 leaf_weight=6524.3796223920599 32.51701713365037 515.47785092032063 8.4174865090390067 247.51355882572534 235.74901641881297 249.02244992532997 15.671801637108727 10.180349618072794 8.0175204463303071 5.146508723497389 10.033157540834511 45.468181302887388 2.5712955594062796 2.79534748365404 51.739367054030481 691.63299070179346 35.533875783177791 26.82513099355856 6.1457610558718434 7.7065526028163713 3.7713641115697101 3.7703016810119152 18.895255371782699 8.017044233158229 4.8215676095423978 58.152274376718196 23.713205795735124 3.20799403078854 2.5523347575217477 4.6527973367192308 leaf_count=57200 342 4832 240 2577 2889 5228 707 130 108 30 65 296 11 26 3034 5067 327 399 67 75 73 22 143 48 69 1846 251 24 13 36 internal_value=0 0.00117463 0.0109829 0.0228134 -0.000303721 -0.0016573 -0.0105322 -0.0559386 0.00127278 0.0419863 -0.000854317 0.056538 -0.0209441 0.0735373 -0.0775809 0.000160393 0.00586309 0.0349399 0.0639218 -0.0610271 -0.107189 -0.0540575 -0.00108765 -0.00404023 -0.0291553 -0.0530693 0.0110136 0.0811784 -0.0189726 0.0427329 internal_weight=0 2339.72 524.197 255.931 268.266 1815.52 450.626 77.5915 1364.9 67.7692 1297.13 58.8523 10.5888 48.2635 61.9197 1275.62 760.138 68.5048 41.6796 21.5111 11.4779 8.91681 373.035 349.487 100.464 62.9738 37.4906 11.225 26.2655 23.5481 internal_count=86175 28975 6048 2817 3231 22927 11529 3871 11398 493 10905 441 119 322 3164 10692 5860 793 394 213 148 52 7658 7479 2251 1915 336 72 264 179 is_linear=0 shrinkage=0.1 Tree=518 num_leaves=31 num_cat=0 split_feature=4 1 0 7 0 0 9 7 0 2 7 4 7 7 9 8 6 4 3 1 0 4 5 6 2 6 2 3 1 6 split_gain=0.425318 0.58314 0.87385 0.81479 0.682879 1.22703 0.709348 0.527084 0.475601 0.628423 0.720632 0.483222 1.16424 1.7637 1.98046 1.85261 1.81634 1.73538 1.36395 1.72844 1.25195 0.830372 2.62604 3.49825 3.65218 4.48309 3.25651 3.1722 3.1214 3.00727 threshold=0.28014999628067022 119.45774841308595 1.0609999895095827 103.77054595947267 0.3790500015020371 0.41564999520778662 1.2543222308158877 102.59058761596681 1.7934499979019167 21.717584609985355 103.77054595947267 0.24011666327714923 96.70874404907228 108.04341888427736 1.1710925102233889 73.557281720000006 60.300041198730476 0.2658079862594605 55.850948333740241 65.658298492431655 0.33769993484020239 0.21722232550382617 2.7200067043304448 60.024389266967781 73.378749847412124 57.369850158691413 105.07999801635744 17.637899398803714 79.720199584960952 63.795240402221687 decision_type=10 8 10 8 10 10 2 8 10 10 10 10 8 10 2 8 10 10 10 8 10 10 8 10 10 10 10 10 10 10 left_child=8 2 3 -2 -5 -6 -7 -4 11 10 -10 21 -13 15 16 18 -15 -17 19 -14 -21 -1 23 24 28 -26 29 -27 -23 -25 right_child=1 -3 7 4 5 6 -8 -9 9 -11 -12 12 13 14 -16 17 -18 -19 -20 20 -22 22 -24 26 25 27 -28 -29 -30 -31 leaf_value=6.7686705498593019e-05 -0.1153986816488122 -0.12667232419359495 0.1242735485898596 -0.10905276538544106 0.12912675882831356 -0.085189561029281949 0.017077168116574139 -0.013655590475800462 0.071869969776902159 -0.069024481858811701 -0.10514448301499218 -0.050383552913897858 0.10889169137366062 -0.044877256758161538 -0.09389084223885609 -0.077230077684836751 0.080636455790571257 0.050174745731293338 -0.010102367402665312 -0.053247198547490521 0.074969389262698805 -0.024792938093475977 0.061793225033164735 0.021018767295140243 -0.0030010253569691323 -0.15003707864468985 0.059894046355973098 -0.055467204351654135 0.097940485366906235 -0.080546771558344596 leaf_weight=8749.8953339913551 0.99552953036675162 0.52204241331128276 0.62568906601518359 0.64290872582148484 0.63177971262484822 1.1557014828504182 1.6417544644209554 0.49723017835276562 0.82329425178158933 2.1960156481391095 0.31913072186944191 2.5367849453759872 6.066860543789514 2.3058904595090999 2.4156212380330544 2.2324307342641996 2.3059666389599442 2.0516351677943021 2.1789928013458857 1.3931898686423676 1.6797161386057267 4.9575680666457611 4.6525572413520413 7.6936328792544391 14.214515395462511 4.5073380850954008 9.7041467720409837 16.646674191229977 3.5602966535952874 4.6938789024861762 leaf_count=84120 23 12 7 259 5 545 30 63 79 205 23 31 60 19 24 24 23 20 26 17 30 42 50 69 95 31 65 111 27 40 internal_value=0 -0.0251754 -0.0166163 -0.034302 -0.014476 0.00325509 -0.0251719 0.0631983 5.75093e-06 -0.0377313 0.0224219 1.99932e-05 0.0138569 0.021058 -0.0205396 0.0397935 0.0178806 -0.016216 0.0609927 0.0779423 0.0168387 -1.94867e-05 -0.0108188 -0.0159391 -0.0322762 -0.0464331 0.0165155 -0.0756174 0.0265072 -0.0174665 internal_weight=0 6.71264 6.19059 5.06767 4.07214 3.42924 2.79746 1.12292 8849.03 3.33844 1.14242 8845.69 25.1671 22.6303 7.02748 15.6028 4.61186 4.28407 11.3188 9.13977 3.07291 8820.53 70.6306 65.9781 43.8864 35.3685 22.0917 21.154 8.51786 12.3875 internal_count=86175 944 932 862 839 580 575 70 85231 307 102 84924 274 243 66 177 42 44 133 107 47 84650 530 480 306 237 174 142 69 109 is_linear=0 shrinkage=0.1 Tree=519 num_leaves=31 num_cat=0 split_feature=7 7 5 2 8 9 9 3 2 8 1 6 8 8 8 7 3 9 8 1 9 8 0 8 1 1 1 9 7 6 split_gain=0.422851 3.38765 5.71986 5.36096 4.15653 3.14081 8.38381 11.6669 13.283 11.3729 12.0229 11.9048 11.3168 13.6562 23.5811 9.45757 9.37692 8.53448 9.76994 9.32853 8.09758 19.3005 21.1724 24.0741 7.8147 9.01307 7.66916 7.66341 7.64468 7.29509 threshold=97.049575805664077 96.977798461914077 2.6299934387207036 1260.840026855469 59.698715195000005 1.2459819912910464 1.2924330830574038 71.927349090576186 115.81000137329103 82.251262175000008 84.153450012207045 55.43550109863282 76.526457160000021 73.722831840000012 72.792983550000017 98.913600921630874 406.54499816894537 1.2644609808921816 83.123132410000011 134.77335357666018 1.219445586204529 82.704916510000018 0.026010000146925453 78.137514370000019 78.060043334960952 71.164203643798842 157.25249481201175 1.2833399772644045 99.309829711914077 57.590518951416023 decision_type=8 10 10 8 10 2 2 8 10 10 10 10 8 10 10 8 10 2 10 10 2 10 10 10 10 8 10 2 10 10 left_child=1 -1 4 -4 -3 20 7 8 -7 11 -11 26 13 14 -10 -13 17 -12 -19 -20 -2 22 23 -22 25 -25 -9 28 -17 -30 right_child=5 2 3 -5 -6 6 -8 9 12 10 16 15 -14 -15 -16 27 -18 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.00060446826795848183 0.00030818833120495217 -0.1466206375337645 0.091523320531138735 -0.065014346352789867 -0.037960963213737965 -0.0039732436827406977 -0.00096300300791453842 -0.03609881063683703 0.061002664798176502 -0.076435758092220293 0.057561372926402878 0.0847761215027001 -0.029919107295273101 0.099496314663427121 -0.071377638824557596 -0.066372422925512251 0.05744240202851985 -0.06531622522596095 0.051980457975431972 -0.055352767340440902 -0.11110014430967552 0.051604184733531122 0.002715403060265902 -0.0097815866149409507 -0.042273722264618979 0.12807624827465283 0.1517269690404357 -0.1011048081824395 -0.014867306264456646 0.072438572772177121 leaf_weight=3462.7401761801952 3387.1134119351736 5.2199901924468639 5.2486954344130909 3.7515116711147138 10.8124324643868 69.268561508988341 1104.9004511119285 119.35001204020955 64.489071797579527 11.478214539500184 24.171134537202306 16.634606229607016 16.162930383405183 50.662204973399639 17.004057295620441 9.7646686490625125 67.586793478520121 22.276738479733467 25.775824349475442 11.80628443835303 47.632028305518361 36.249090962359332 129.25882077933056 19.914348095655445 61.177202202379704 6.2249814420938483 2.2142201765200289 6.7458714740350834 17.576218674890697 21.0125633161515 leaf_count=34713 28664 38 55 29 83 652 13781 1465 416 221 188 96 194 332 96 82 447 92 273 54 1054 820 978 213 327 48 488 38 126 112 internal_value=0 -0.000869451 -0.0375243 0.0262745 -0.0733394 0.00054488 0.00413028 0.0139347 0.0321812 0.00279485 0.0222424 -0.013614 0.0490662 0.0587263 0.0333807 0.0186924 0.0297129 0.0074095 -0.0128419 0.0182621 -0.00108748 -0.0168212 -0.0262091 -0.0539141 -0.0227186 0.0230487 -0.0326777 -0.00125838 0.0126714 0.0326729 internal_weight=0 3487.77 25.0326 9.00021 16.0324 5366.45 1678.88 573.98 217.587 356.393 163.095 193.298 148.318 132.155 81.4931 71.7339 151.617 84.03 59.8588 37.5821 3687.57 300.456 264.207 134.949 87.3165 26.1393 121.564 55.0993 48.3535 38.5888 internal_count=86175 34918 205 84 121 51257 19153 5372 1690 3682 1275 2407 1038 844 512 454 1054 607 419 327 32104 3440 2620 1642 588 261 1953 358 320 238 is_linear=0 shrinkage=0.1 Tree=520 num_leaves=31 num_cat=0 split_feature=2 3 5 1 3 3 8 9 9 8 6 0 0 4 8 6 9 1 9 8 6 9 9 8 8 9 4 9 8 8 split_gain=0.450807 2.6299 2.59888 2.19047 5.34351 8.19245 6.25585 6.1642 5.96006 5.1601 5.09878 4.99754 4.49187 4.24443 5.98761 7.29264 4.1867 4.86201 4.17722 3.79608 3.75893 3.39387 3.29838 4.61027 7.10732 4.48264 7.57166 6.64876 6.49865 5.59493 threshold=482.65499877929693 72545.703125000015 2.6299934387207036 74.43500137329103 131.70989990234378 1869.7449951171877 83.507371530000015 1.0448677539825442 1.2661221623420718 86.805891860000017 52.759798049926765 0.039999742060899741 0.039999742060899741 0.15847999602556231 71.117230790000008 54.391788482666023 1.067902743816376 63.15588569641114 1.2492841482162478 88.435926750000007 58.043684005737312 1.2408969998359682 1.1026969552040102 74.151832615000018 67.264778700000008 1.204683840274811 0.071497000753879561 1.1510209441185 75.559999525000009 75.253016200000005 decision_type=8 10 10 8 8 10 10 2 2 10 8 10 8 10 10 10 2 10 2 10 10 2 2 8 10 2 10 2 8 10 left_child=1 -1 -3 4 7 6 10 -2 18 -8 -6 -10 -12 14 15 -14 17 -9 21 -11 -16 -7 23 24 -18 26 27 28 -24 -27 right_child=3 2 -4 -5 5 8 9 16 11 19 12 -13 13 -15 20 -17 22 -19 -20 -21 -22 -23 25 -25 -26 29 -28 -29 -30 -31 leaf_value=0.00074776853080029673 -0.050486081082184601 0.10650240750318851 -0.022226664286458891 -0.0012088340448717641 -0.11954074527222763 0.011990837463744195 0.064936620725837474 -0.050081901769028797 0.2358674581781266 -0.086684533256194296 0.078678334015121712 0.024576064306180742 0.058869101861358679 -0.10629581076230164 -0.046331088653943635 -0.089208164795733902 0.027042913061442062 0.084257466641184733 -0.10577505328972803 0.10092773667964856 0.05073962790856279 0.14268890556339542 -0.10200030409750332 0.062410680552966329 -0.10415128645977881 0.019570948077660875 0.0016205567981116304 0.092245727575330935 0.069607915938039666 -0.033036738599731323 leaf_weight=3492.2692727589069 13.15247934803733 4.5671723913401356 2.3884966886689654 4884.1776700618202 6.3728575167478985 82.527178443671801 13.066864223452287 3.1952656834546387 2.2201831378042689 4.8966467719728817 3.8495611164253214 2.2578058681683615 14.340520216899678 7.0186786034593061 59.672682246135082 4.3301517689251332 7.3781163357198301 17.175489900226239 2.9571497494180212 1.3831104189303003 4.2750132605433455 2.035824850172502 3.9467820841819021 5.0748877828591494 9.3777161585167033 96.264861757867038 28.550736573233735 29.746529477619333 5.0052404897287497 25.590064931195229 leaf_count=33476 267 27 86 46524 181 844 118 27 18 428 24 23 113 243 711 28 50 118 100 81 45 22 176 99 111 924 247 376 34 654 internal_value=0 0.000870117 0.0622983 -0.000590204 0.0060408 -0.00560965 -0.0229116 0.0161064 0.0168093 0.0291342 -0.0329949 0.129334 -0.0270952 -0.0316378 -0.0252953 0.0245266 0.019893 0.0631856 0.0110519 -0.0453631 -0.0398417 0.0151373 0.0157121 -0.0210918 -0.0463824 0.0199608 0.0406858 0.069507 -0.00605099 0.0085231 internal_weight=0 3499.22 6.95567 5339.84 455.662 211.204 119.206 244.458 91.9981 19.3466 99.8595 4.47799 93.4866 89.637 82.6184 18.6707 231.306 20.3708 87.5202 6.27976 63.9477 84.563 210.935 21.8307 16.7558 189.104 67.2493 38.6986 8.95202 121.855 internal_count=86175 33589 113 52586 6062 2979 1972 3083 1007 627 1345 41 1164 1140 897 141 2816 145 966 509 756 866 2671 260 161 2411 833 586 210 1578 is_linear=0 shrinkage=0.1 Tree=521 num_leaves=31 num_cat=0 split_feature=9 8 9 8 6 3 8 9 1 8 8 1 2 8 8 8 3 3 8 3 3 8 2 1 2 1 6 7 8 7 split_gain=0.431369 2.36664 2.35295 16.2393 6.176 5.86316 5.05487 6.11212 10.7988 10.5976 20.7268 8.87228 7.20055 6.88905 6.77952 13.5801 6.76649 6.61582 10.6981 6.88285 5.89299 8.01801 8.72736 13.1476 5.79924 9.73567 8.85793 9.82148 6.32598 6.9876 threshold=1.3680611252784731 71.513231495000014 1.3875452280044558 73.498535265000015 54.174953460693366 177.14215087890628 73.869909720000024 1.4366575479507449 96.87884902954103 74.797592850000015 83.074457065000004 85.366905212402358 789.02499389648449 74.493741635000021 75.139998530000014 75.01961497500001 115.26855087280275 37.920721054077156 74.402906950000002 23.585000038146976 406.54499816894537 73.810261685000015 2607.829956054688 97.201396942138686 157.91999816894534 93.900451660156264 56.477449417114265 96.289451599121108 73.498535265000015 93.496208190917983 decision_type=2 10 2 10 10 10 10 2 8 10 10 10 8 10 10 10 10 10 10 10 10 8 8 10 8 8 8 8 10 10 left_child=-1 -2 3 4 -3 -6 20 8 9 17 14 -12 -10 16 15 -11 -9 19 -19 -8 24 22 -22 -24 -4 -26 27 28 29 -27 right_child=1 2 6 -5 5 -7 7 13 12 10 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00028873328769348243 -0.1002440975762383 -0.11337947439616475 0.038662183319533472 0.036847363241118057 0.072240759225122145 -0.043485231564693978 -0.031273435369853962 -0.066863994818710179 0.013065549803347017 -0.11891600671009431 -0.033299416844620545 0.048055566939222256 -0.07509933855999254 0.0056718867556655875 -0.11866526014127191 0.16055287112079691 -0.0076148171748281635 -0.070639553013053843 0.066432583639326012 0.10215702428889109 0.07292364511058809 0.14836249195021978 0.12185403089025214 -0.043023071824284741 -0.071521006379658844 0.0098758039720183086 -0.043388058492765495 0.19628421838065935 -0.068899075180622507 0.15582648438494534 leaf_weight=7633.8874658781533 2.2706071239736039 9.2534362077712995 28.52015956066316 91.922415884713701 5.6141058094799545 19.882715508341789 4.918128207325938 25.472620635293424 11.82865462284826 4.3565941005945232 23.784779132460244 30.716975505492883 42.716196114430204 629.72029937890693 22.344822732266039 2.8936065509915352 79.224585075862706 11.442554310895504 11.333584450185297 18.070815339684486 24.643159952014685 6.3103512823581687 6.1384337311610606 22.802404077723622 20.844265172963787 10.243667883099993 16.890725818404462 3.8991543613374224 5.4744473230093709 4.8256232980638734 leaf_count=68212 4030 137 160 981 35 205 38 306 513 38 128 181 1007 7625 539 19 702 64 63 109 165 41 49 205 305 107 107 21 52 31 internal_value=0 0.00175203 0.00194566 0.0148328 -0.0434007 -0.0180037 0.000419173 -0.00236417 -0.0186407 -0.00295751 -0.0240312 0.0125519 -0.0559798 0.00172275 -0.0914021 -0.00737799 -0.02203 0.0357669 -0.00243139 0.0736116 0.0174015 0.0417444 0.0291884 -0.00805217 0.00132611 -0.0157994 0.0123006 0.050783 0.0231672 0.0566134 internal_weight=0 1198.36 1196.09 126.673 34.7503 25.4968 1069.42 918.824 184.407 129.862 84.0968 54.5018 54.5449 734.418 29.595 7.2502 104.697 45.7651 22.7761 22.9889 150.592 59.8943 53.584 28.9408 90.698 62.1779 41.3336 24.4429 20.5437 15.0693 internal_count=86175 17963 13933 1358 377 240 12575 11332 2699 1179 905 309 1520 8633 596 57 1008 274 127 147 1243 460 419 254 783 623 318 211 190 138 is_linear=0 shrinkage=0.1 Tree=522 num_leaves=31 num_cat=0 split_feature=9 8 2 7 1 1 1 5 3 9 1 3 8 7 8 0 1 1 7 6 8 4 0 6 8 5 9 7 7 3 split_gain=0.419914 4.02888 3.93254 2.79134 3.14873 3.15777 2.381 5.69563 1.4439 0.977538 2.57286 3.20002 2.18354 7.14554 5.71407 3.26668 2.98846 1.53473 1.03831 0.642041 1.77359 2.27582 2.15165 1.93536 3.71682 2.95808 3.67867 2.73569 4.3647 5.27015 threshold=1.6973063349723818 88.080442725000012 1334.394958496094 86.751735687255874 106.68192672729494 110.6290969848633 104.71112442016603 2.6498100757598881 417.16500854492193 1.6808274388313296 114.81845092773439 1047.414978027344 87.598326995000008 88.89941787719728 87.549911195000007 0.16989340633153918 106.99300003051759 141.08250427246097 90.667102813720717 49.680486679077156 63.990744600000006 0.040880499407649047 0.017463325522840027 48.898498535156257 73.244465885000011 2.7329149246215825 1.1342637538909914 89.466571807861342 89.950969696044936 206.50534820556643 decision_type=2 10 10 10 8 10 10 10 10 2 10 8 10 8 10 10 10 8 10 8 10 10 8 10 10 8 2 10 10 10 left_child=9 2 -2 -3 -5 -6 7 -4 -9 19 12 17 14 -14 16 -15 -11 -12 -17 20 21 -1 -23 25 -25 26 -22 -26 -29 -30 right_child=1 3 6 4 5 -7 -8 8 -10 10 11 -13 13 15 -16 18 -18 -19 -20 -21 23 22 -24 24 27 -27 -28 28 29 -31 leaf_value=-0.078578370464399222 0.074705061264631195 -0.11572168726637189 0.096531823772671527 0.11316537973611958 -0.068237215416200037 0.067925825461574094 -0.12570381858281762 -0.019455926235545942 -0.12917726713838723 -0.12503118173806663 0.12392228785200528 -0.019623508374029781 0.065238869495285221 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40 16 47 28 53 22 34 35 54 16 37 34 25 82791 240 34 378 342 402 383 425 26 98 111 internal_value=0 -0.0125031 -0.0480131 0.0297607 0.0454145 0.00341737 -0.0699797 -0.0354471 -0.091939 2.2842e-05 0.0150314 0.0545363 -5.02201e-05 -0.0205098 0.0340991 -0.0631488 -0.0325506 0.0907026 -0.109444 -5.11918e-05 0.00630476 -0.0142995 -0.00355651 0.0118193 0.0246456 -0.000434472 0.00768765 0.0100564 -0.0152432 0.00331227 internal_weight=0 26.8452 14.5882 12.257 11.0663 6.83155 12.3733 7.63926 5.34948 8797.59 43.1834 11.9311 31.2523 19.5434 11.7089 13.0528 6.12947 8.01994 7.03136 8754.41 156.095 32.9566 28.2373 123.138 60.1635 62.9746 55.2195 44.747 21.8604 18.6452 internal_count=86175 338 134 204 73 48 113 73 63 85837 338 109 229 110 119 76 65 87 41 85499 2708 681 412 2027 979 1048 665 637 235 209 is_linear=0 shrinkage=0.1 Tree=523 num_leaves=31 num_cat=0 split_feature=6 8 8 9 8 6 9 9 9 4 8 1 0 3 9 6 3 3 3 6 2 0 6 9 1 1 5 8 9 9 split_gain=0.436252 2.0849 5.0896 3.3277 3.20067 6.3547 2.45841 2.74085 4.68318 2.31954 5.00811 4.52602 4.50145 2.85794 2.75639 2.67986 2.18541 2.98456 5.34833 3.514 2.20435 2.15249 3.00197 2.13225 5.88181 5.86413 4.10663 5.14028 4.1784 6.141 threshold=51.424877166748054 82.483280285000021 81.947250455000017 1.4105740785598757 83.415621595000019 50.844892501831062 1.087821424007416 1.096052408218384 1.0895128250122073 0.079994998872280135 83.507371530000015 113.76994705200197 0.31004999577999121 6.710400104522706 1.099329471588135 49.875751495361335 119885.89843750001 4952.9711914062509 6044.5651855468759 48.495475769042976 288227.26562500006 0.58004999160766613 50.577184677124031 1.3241015672683718 96.603199005126967 84.737030029296889 2.7000067234039311 84.486923110000006 1.1209892034530642 1.2728846073150637 decision_type=8 10 8 2 10 8 2 2 2 10 10 8 8 10 2 10 8 10 10 8 10 10 10 2 10 10 8 10 2 2 left_child=1 2 3 -1 5 -3 -6 8 -8 10 -9 12 -11 15 -15 -12 17 23 -19 -20 -21 -17 -23 24 26 -25 27 -16 -29 -30 right_child=-2 4 -4 -5 6 -7 7 9 -10 11 13 -13 -14 14 16 21 -18 18 19 20 -22 22 -24 25 -26 -27 -28 28 29 -31 leaf_value=-0.0047791288009148489 0.0002080637250118731 0.10116489889040059 -0.16170929904967024 -0.10751832325785721 -0.10219230366256704 -0.030589760109594785 -0.029799512528056585 -0.11431999304408889 0.09236949135678503 0.071578120195228967 -0.049391845066797647 -0.15837918788787581 -0.03950722170408251 -0.078297073763461442 -0.047969056420509575 0.12933361243442176 -0.087500010448784749 0.1395678467127148 -0.1380352700221969 0.003970001524333318 0.10072818922232907 0.10825812040052921 -0.039272230578256059 0.14794875458842416 -0.080973375395343813 0.0015175988485523473 0.078105010202926484 -0.033359837220240912 0.064083833068763918 -0.051232803174352297 leaf_weight=508.15694676347402 8022.1538903427172 9.2594973174855078 2.092083077877759 3.1723003392016826 2.2421789058425921 6.0541736419545495 4.9931147545576087 3.9174423692747942 8.4442849569022638 14.740368036669679 2.2719906700658603 1.1700569018721569 4.8474949769297426 4.7390803927555671 24.43900057207793 3.826987022534011 2.8941833483113433 4.0635086037509636 1.4459182034479425 10.303654593066311 3.051946364736069 2.6599340103566647 2.8646540395566262 2.8051542608591253 11.925001882184004 109.14858560841458 5.4866810482708379 13.814823550172148 18.51983372488758 6.1520600902731521 leaf_count=5644 75132 75 31 1169 199 37 34 38 120 204 33 7 103 39 165 40 104 55 16 311 25 19 24 31 231 1486 194 74 465 70 internal_value=0 -0.0022415 -0.00605339 -0.00541653 0.00459957 0.0490764 0.00208412 0.00295482 0.0469735 0.000636032 -0.0022021 0.032675 0.0440873 -0.000295894 -0.00286292 0.048023 -0.0011928 -9.84555e-06 0.0379469 0.0100486 0.0260806 0.0716902 0.0317595 -0.00373366 -0.0161645 0.00518663 -0.0048676 -0.0121022 0.0106731 0.0353291 internal_weight=0 799.503 513.421 511.329 286.082 15.3137 270.768 268.526 13.4374 255.088 234.33 20.7579 19.5879 230.413 218.789 11.6236 214.05 211.156 18.865 14.8015 13.3556 9.35158 5.52459 192.291 80.3374 111.954 68.4124 62.9257 38.4867 24.6719 internal_count=86175 11043 6844 6813 4199 112 4087 3888 154 3734 3420 314 307 3382 3266 116 3227 3123 407 352 336 83 43 2716 1199 1517 968 774 609 535 is_linear=0 shrinkage=0.1 Tree=524 num_leaves=31 num_cat=0 split_feature=4 1 0 6 9 3 0 5 3 5 6 7 1 2 0 5 6 1 4 1 0 9 9 7 0 1 7 9 1 2 split_gain=0.405627 2.63497 3.66452 3.31594 3.27467 2.80937 2.82187 4.15188 3.57869 2.89521 6.22679 3.36749 4.66153 2.54539 2.41035 2.3673 2.5343 2.8629 2.25522 2.65252 2.13435 3.86949 6.52315 4.85847 3.39871 4.24655 3.89539 2.93504 2.39616 3.40068 threshold=0.028823500499129299 109.12834930419923 0.46015000343322759 61.314634323120124 1.1043708920478823 0.10500000044703485 0.15990499407052997 2.6834199428558354 2945.109985351563 2.6995050907135014 58.975288391113288 86.868511199951186 81.06995010375978 109.0102005004883 0.12999981641769412 2.7569400072097783 52.079084396362312 98.759304046630874 0.019995000213384632 83.832332611083999 0.052429858595132835 1.1276808977127077 1.1342637538909914 94.765163421630874 0.07000999897718431 241.24684906005862 88.122100830078139 1.1276808977127077 241.24684906005862 3321.141479492188 decision_type=8 10 8 8 2 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 2 2 10 8 10 8 2 8 8 left_child=1 2 4 13 -1 -6 8 18 9 10 -7 -11 -13 -3 -14 16 -9 -18 -8 -20 27 23 -23 24 -22 26 -26 28 29 -15 right_child=-2 3 -4 -5 5 6 7 15 -10 11 -12 12 14 20 -16 -17 17 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.058816864281111193 0.00010761445192033174 -0.12493230401805407 -0.11070427214503667 0.091712159849048902 0.15279911194377141 -0.10861684905129887 -0.10597909065346867 -0.10099673568222785 0.0062325552003205265 0.11425872808230111 0.18967072567320242 0.079604911317375002 -0.1349776882976462 0.10559351042477605 -0.00048154821152150907 0.082543567106450666 -0.12349353571025704 0.081344160508265317 -0.073931316639693032 0.068731048025250166 0.14083669415245645 -0.089924773919653769 0.004109683957179081 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threshold=10859.040039062502 -0.037466512992978089 88.122100830078139 93.969257354736342 0.067473500967025771 91.001350402832045 55.664741516113288 2.7900149822235112 0.036350000649690635 1.4105740785598757 0.032472500577569015 1.4413009285926821 0.044505000114440925 51.940803527832038 53.030780792236335 0.042060500010848052 93.559375762939467 0.10999006778001787 0.059998499229550369 0.062083277851343162 81.700363159179702 1.1209892034530642 118.79549789428712 86.798252105712905 54.454116875000004 57.590518951416023 27.755000114440922 0.10920333489775659 90.54639053344728 2.6199631690979008 decision_type=10 8 8 10 10 10 10 10 8 2 10 2 10 10 8 8 10 8 10 8 10 2 10 10 10 10 10 10 10 10 left_child=-1 -2 7 6 5 -5 8 -3 10 15 12 -11 14 -12 -4 16 -10 -13 20 -9 -19 -14 24 -21 -6 26 -26 -17 -29 -30 right_child=1 2 3 4 22 -7 -8 19 9 11 13 17 21 -15 -16 27 -18 18 -20 23 -22 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-0.00021306261800714982 -0.074951894192542196 -0.013553669102386312 0.0059712474381238573 0.049256002984562029 0.054116829185414564 -0.042524316279090549 0.063367283464675753 0.29417931207164227 -0.038904107666898134 -0.098546614749239203 0.031650387182835638 -0.1330128559552187 0.093899878654577246 0.1969339570836211 -0.10135802191788242 0.018989306874654405 0.12267152176212293 0.10747463929732431 0.11833136142232248 -0.10804575159298434 -0.023691121559702225 0.02320334368623304 0.040744364625531576 0.14440472247074576 -0.13772270835715361 0.031253136556705509 -0.024269723349541954 -0.090662158716096702 -0.12297610825775372 0.018984554383596947 leaf_weight=8143.6001894150731 5.1353207066567848 122.29720865491799 10.206918911848335 8.0496051675581821 7.4919947375892653 55.320000752735723 15.803835391387109 0.78409295728488271 24.850461516172807 9.839477917434122 3.2720707696644231 2.5766945526011114 7.908299107104539 3.6691161612689029 5.8909367580781682 192.33682433840295 1.8542996503529128 2.2758096144534745 2.3675861670053555 0.87929927726509127 24.490640326921493 67.844429010619024 23.526557889766991 1.2898747182844088 3.3183518028818098 11.027441144629845 24.913080699625425 7.3035939486217094 2.1186802089214352 22.665465243160725 leaf_count=77939 76 1734 152 91 74 780 118 8 332 371 75 40 55 40 63 1602 18 14 26 37 225 1502 187 36 32 68 161 169 16 134 internal_value=0 0.00243036 0.00302688 0.00619697 -0.00979401 -0.0308658 0.0114444 -0.0106639 0.00934825 0.00359702 0.0263868 -0.0329202 0.0193865 0.119019 -0.0333054 0.00963892 -0.0276848 -0.012557 -0.00190359 0.109006 -0.0125388 0.0305838 0.00920657 0.0420711 -0.00666428 -0.0182635 -0.0376051 0.0140801 -0.0153458 0.006849 internal_weight=0 671.308 666.173 540.922 133.647 63.3696 407.275 125.25 391.471 292.68 98.7918 41.5502 91.8506 6.94119 16.0979 251.129 26.7048 31.7107 29.134 2.95327 26.7664 75.7527 70.2774 2.16917 46.7509 39.2589 28.2314 224.425 32.0877 24.7841 internal_count=86175 8236 8160 6345 1393 871 4952 1815 4834 2947 1887 676 1772 115 215 2271 350 305 265 81 239 1557 522 73 335 261 193 1921 319 150 is_linear=0 shrinkage=0.1 Tree=526 num_leaves=31 num_cat=0 split_feature=8 1 3 5 6 4 6 1 8 2 2 0 0 4 0 3 5 7 3 2 0 1 9 0 2 5 7 9 4 0 split_gain=0.41563 3.36197 3.10442 1.66 2.63694 3.0525 1.99132 0.708669 0.536159 3.32671 2.00421 5.03059 6.97121 2.76238 2.65418 1.84342 3.95104 2.77547 2.34551 3.9044 2.9163 2.21256 4.04752 3.35417 2.24679 2.44176 2.90737 2.13386 2.81234 3.51235 threshold=2.0011106370000005 116.01065063476564 674.11999511718761 2.6734716892242436 51.108139038085945 0.086785998195409789 54.031345367431648 82.676879882812514 11.539578135000001 19089.429687500004 1933.2100219726565 0.21245000511407855 0.24652499705553058 0.083395499736070647 0.32000008225440985 262.00399780273443 2.5960299968719487 89.589599609375014 199.53859710693362 1000.029998779297 0.62014999985694896 98.433982849121108 1.0399255156517031 0.38492329418659216 914.20001220703136 2.5729150772094731 91.81790924072267 1.048164486885071 0.1563455015420914 0.22001499682664874 decision_type=8 8 8 10 8 10 10 10 10 10 8 10 8 10 10 10 8 8 10 10 10 8 2 10 10 10 8 2 10 10 left_child=1 2 3 4 -1 -6 -7 -8 9 10 15 -12 -13 -14 -15 18 -17 -18 21 20 -20 22 -2 27 25 -25 -27 28 29 -23 right_child=8 -3 -4 -5 5 6 7 -9 -10 -11 11 12 13 14 -16 16 17 -19 19 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.085979656076493341 -0.077847087978364385 -0.119067843485584 -0.11568114590184216 0.078986336375114249 0.17252873618887851 -0.10560217364971154 0.088271214480184546 -0.0061930540953099873 -7.2606422331218583e-05 0.1226758598233762 -0.11957130698707559 0.14890251225400217 -0.076724412708657042 0.13323622165910406 -0.02705440154092232 -0.14379425849009686 -0.098458887167290329 0.088264461268264219 -0.097377743553087981 0.028452404989926718 0.10977041688533087 0.0058387935710293099 0.062574442244786074 -0.11945399473706547 -0.10478422525905742 -0.076503065107645873 0.089006320675429129 0.038876925892040282 0.043867575948378118 -0.094452537038436257 leaf_weight=2.581811124458679 2.3748511402156991 2.6499502418696457 1.8785174644182241 3.6352650076150903 1.2699035890400416 1.3324086554348467 1.5553633434174119 1.6227057733922263 8681.3130282612055 2.4257671507475598 4.3770462786799298 2.6580226086080048 6.0363685926422477 1.5388140461736837 3.1429354276574486 0.95004046085523164 0.88023953512310882 8.3228197890221054 7.2421143634637684 6.0687163174152374 0.75001020543277253 9.4728568459395337 15.131323626608717 1.5187801988568006 4.2202338259667158 1.6962431594729421 2.835532664652419 19.792390174997308 7.4987447680905452 5.5307732364162794 leaf_count=32 581 66 131 25 6 20 28 20 80770 133 112 13 65 105 39 6 7 1223 512 51 11 74 317 32 45 14 139 1485 59 54 internal_value=0 -0.0158567 0.00385399 0.0225704 -0.00195515 0.0355745 -0.00298437 0.0400382 1.7044e-05 0.00681638 0.0043079 -0.0265149 0.00393573 -0.0320151 0.0256305 0.0101116 0.0503621 0.070405 0.00525414 -0.0320196 -0.0779382 0.0127336 0.0435252 0.00247896 -0.0487816 -0.00972007 0.0270562 0.014927 -0.00613863 -0.0311315 internal_weight=0 16.5259 13.876 11.9975 8.36219 5.78038 4.51048 3.17807 8795.78 114.465 112.039 17.7532 13.3761 10.7181 4.68175 94.2857 10.1531 9.20306 84.1326 14.0608 7.99212 70.0717 17.5062 52.5656 10.2708 6.05056 4.53178 42.2948 22.5024 15.0036 internal_count=86175 328 262 131 106 74 68 48 85847 5077 4944 334 222 209 144 4610 1236 1230 3374 574 523 2800 898 1902 230 185 153 1672 187 128 is_linear=0 shrinkage=0.1 Tree=527 num_leaves=31 num_cat=0 split_feature=4 8 8 2 8 3 3 1 1 1 3 9 2 1 9 9 9 3 1 9 9 1 1 9 9 6 1 0 9 2 split_gain=0.40675 3.80989 4.35668 17.278 9.16589 5.72774 5.10927 5.83475 4.64161 5.25858 5.18803 4.3048 6.95508 7.40795 7.3705 5.29866 8.49966 5.41989 5.28412 4.95709 7.36131 4.57348 12.5828 6.11056 9.46803 4.58008 6.03446 4.563 4.52955 6.4971 threshold=0.090002503246068968 84.096144080000016 83.823592210000001 180.6350021362305 83.758449285000026 4107.3850097656259 8.6812500953674334 92.16300201416017 92.450927734375014 81.700363159179702 697.06835937500011 1.32133424282074 532.92172241210949 114.81845092773439 1.2833399772644045 1.162797808647156 1.2987144589424136 206.50534820556643 126.21020126342775 1.310455918312073 1.3055681586265566 109.72610092163087 101.59129714965822 1.2964575886726382 1.2924330830574038 56.050838470458991 84.737030029296889 0.28000500798225408 1.2905700802803042 346.63420104980474 decision_type=8 10 10 10 10 8 10 10 10 10 8 2 10 10 2 2 2 10 10 2 2 10 10 2 2 10 8 8 2 8 left_child=-1 2 4 6 -2 -5 -4 -8 9 -6 -10 12 19 15 -15 27 -17 -18 -13 20 21 22 23 24 25 -3 -27 -14 29 -23 right_child=1 11 3 5 8 -7 7 -9 10 -11 -12 18 13 14 -16 16 17 -19 -20 -21 -22 28 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00080193345911484944 -0.0010774151582870364 0.02877080719629907 0.13974023507425615 -0.031721871140416191 0.02931311670007632 0.095861512953632308 -0.011510871423531393 0.14428158194038784 -0.016176063529301173 0.13088925179576241 0.102854186962482 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leaf_count=42096 40512 417 61 768 66 25 61 19 86 49 28 665 24 25 155 152 32 120 54 43 19 30 106 33 43 305 42 67 45 27 internal_value=0 -0.000579292 -0.00122904 -0.0171022 -0.000669878 -0.028614 0.0727553 0.0325439 0.046764 0.0803433 0.0125412 0.0107167 0.0166001 0.0366699 0.000470794 0.0574153 0.0679737 0.036288 -0.0151981 0.00153965 -0.00384676 0.000803477 -0.00803696 0.00958796 0.000270421 0.0150124 -0.0395149 -0.0226134 0.0447053 0.0911247 internal_weight=0 5190.91 4908.57 167.03 4741.54 148.061 18.9685 11.853 40.3907 20.3871 20.0036 282.342 230.102 98.6456 35.9375 62.7081 55.3992 33.4864 52.24 131.457 122.065 117.839 98.0876 78.9658 71.0001 61.0507 12.3007 7.30892 19.7517 10.1833 internal_count=86175 44079 41675 934 40741 793 141 80 229 115 114 2404 1685 575 180 395 304 152 719 1110 1067 1048 946 840 807 764 347 91 102 57 is_linear=0 shrinkage=0.1 Tree=528 num_leaves=31 num_cat=0 split_feature=1 9 8 3 9 8 4 0 9 6 9 5 6 3 0 9 6 8 9 7 7 9 6 7 8 0 2 0 1 9 split_gain=0.418467 2.72393 8.46136 8.74515 6.90705 13.8216 14.6741 10.4094 8.82878 11.4686 6.26114 7.06668 6.15206 9.14438 5.56925 6.54006 7.15676 5.52551 6.09372 4.8695 4.63858 5.73438 5.62674 5.86825 5.1659 6.76364 4.85992 7.37153 4.40032 4.35665 threshold=122.09254837036134 1.0943974852561953 68.343569515000027 325.70500183105474 1.067902743816376 59.698715195000005 0.052423998713493354 -0.019999990239739415 1.0646093487739565 57.033216476440437 1.0613657236099245 2.6755199432373051 53.030780792236335 147.87545013427737 -0.037466512992978089 1.0613657236099245 53.929851531982429 52.371645130000012 1.0711222887039187 89.527534484863295 97.206172943115249 1.0215296745300295 52.607093811035163 90.06866836547853 40.321323380000003 0.040049999952316291 1115.8455200195315 0.10521500185132028 135.81590270996097 1.1577662825584414 decision_type=8 2 8 8 2 10 8 10 2 8 2 8 10 10 10 2 8 10 2 10 8 2 10 10 10 10 10 8 10 2 left_child=-1 2 3 4 8 6 17 -7 14 -10 -5 -12 13 -9 -2 20 -17 18 -6 -20 21 -16 23 -23 -24 -26 -22 -28 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2.3521148255094877 29.98073851922527 17.91915408661589 10.386195721745024 24.299318220466375 37.27062895917129 8.3695508837699855 5.673565637320281 13.279710771515964 7.1988817080855396 11.014607748016713 129.11835775582585 8.9841318381950277 9.7217415571212751 13.356067941524087 5.3707401230931273 7.1684910133481017 5.9241453264839947 11.323779759928586 37.262400628067553 908.6653257674252 leaf_count=66265 25 3980 128 456 59 49 412 34 112 59 359 120 76 184 263 46 74 81 59 69 1166 92 57 79 26 36 28 67 198 11516 internal_value=0 -0.0013343 0.00457376 0.00211273 0.00805137 0.0268391 0.0488385 -0.0196471 -0.000362402 -0.0690054 -0.0256504 -0.0508939 -0.0379422 -0.0133398 0.00389943 0.00569666 0.0722036 0.00426834 0.0297392 0.0635187 0.00217891 -0.0124719 -0.0272754 0.0155187 -0.0433368 -0.0563528 0.0141039 0.0639601 -0.0691656 -0.00378863 internal_weight=0 1878.53 551.342 530.409 436.945 135.153 91.7382 43.4145 301.793 17.642 93.4642 47.8999 38.0963 27.7101 284.151 279.544 14.0431 40.9198 27.6401 18.2135 265.5 119.134 81.8636 22.3402 59.5234 49.8016 146.366 17.2479 44.4309 1327.19 internal_count=86175 19910 4414 4286 3351 1023 680 343 2328 171 935 479 294 218 2157 2132 120 268 187 128 2012 751 488 171 317 260 1261 95 234 15496 is_linear=0 shrinkage=0.1 Tree=529 num_leaves=31 num_cat=0 split_feature=9 8 8 8 0 9 4 1 8 6 8 1 9 8 3 8 2 6 8 9 9 9 9 3 1 1 8 8 7 1 split_gain=0.444047 6.74304 3.92821 8.15393 7.77656 6.93861 8.2053 7.53714 6.37565 5.63672 6.21763 8.82643 5.50879 4.88609 5.97815 9.86201 5.23873 3.87486 3.44946 7.82776 6.83503 6.48339 6.96541 9.70097 5.68582 7.8499 7.53775 8.21367 5.29555 6.71723 threshold=1.0465513467788699 59.515317785000008 53.385573055000009 54.454116875000004 0.14911996573209765 1.0432021617889407 0.033004999160766609 197.17499542236331 53.053214340000004 57.96794509887696 53.814256215000007 106.99300003051759 1.0432021617889407 55.038618855000003 30.295001029968265 56.489202475000006 282.41656494140631 53.997543334960945 50.568756935000003 1.0232319235801699 1.0399255156517031 1.024965286254883 1.0267012119293215 12.562700271606447 88.755001068115249 95.10858535766603 52.371645130000012 51.797274035000008 100.50041580200197 98.759304046630874 decision_type=2 10 10 10 10 2 8 10 10 10 10 10 2 10 10 10 10 10 10 2 2 2 2 10 10 10 10 10 8 10 left_child=1 2 5 9 13 7 -7 8 18 10 12 -12 -4 16 -15 -16 -5 -10 20 -20 -1 -21 -23 -24 -25 -26 27 28 -27 -30 right_child=-2 -3 3 4 -6 6 -8 -9 17 -11 11 -13 -14 14 15 -17 -18 -19 19 21 -22 22 23 24 25 26 -28 -29 29 -31 leaf_value=-0.0015473984001037316 0.00024533450849797636 -0.10450927772228312 0.038395602147187138 -0.15236645604526522 -0.099809620759385959 0.11401012594442905 -0.052997778652751709 0.095122909493572827 -0.0052105959314642375 0.14403728007404687 0.1181269459313512 -0.049360270696678955 -0.10058058081956306 0.048533143635510811 0.10250741949035139 -0.10550429830549848 0.057761846271447849 -0.15307452101794627 0.06192354925326829 -0.14066918481539281 0.039802408786707905 0.094976580091087393 -0.10697359684465815 -0.1341763938336005 0.11187997609563688 -0.096453858743156595 0.05191222266970455 -0.10808603064351624 -0.084104945726685143 0.079296384539345052 leaf_weight=719.6443730584524 7801.1243342905327 6.3755026908474965 7.0751868225634116 3.4497700221836558 7.6018087883712715 3.1621063742786646 42.23421942256391 8.0392170138657075 2.9343518167734137 6.0587209649384013 12.753356863744559 4.1769870966672888 4.778487503528595 26.260729610919952 3.3168504470959288 7.2858618238242343 1.8084450922906397 4.4751846939325333 10.036662852391599 5.1311452444642773 42.326687089167535 4.581333937123417 13.740176076535134 3.5229454003274432 5.314916104078292 4.2027454376220765 11.23029527813196 11.936400756239889 3.4994298070669165 8.9505760073661786 leaf_count=6754 76655 480 39 27 107 30 423 161 19 35 76 19 20 182 45 94 20 25 104 34 291 34 243 25 23 24 53 57 15 61 internal_value=0 -0.00199697 -0.00133649 0.0192746 -0.00671868 -0.00326253 -0.0413647 -0.00125024 -0.00216009 0.0563691 0.0379159 0.0768052 -0.0176289 0.0100817 0.0229449 -0.0404319 -0.0800975 -0.0945169 -0.0013494 -0.0208186 0.00074954 -0.0323351 -0.0240358 -0.0327739 -0.0118209 -0.00227051 -0.0175068 -0.0447757 0.000603981 0.0333678 internal_weight=0 995.904 989.529 84.5662 49.7235 904.963 45.3963 859.566 851.527 34.8427 28.784 16.9303 11.8537 42.1217 36.8634 10.6027 5.25822 7.40954 844.118 82.1466 761.971 72.11 66.9788 62.3975 48.6573 45.1344 39.8194 28.5892 16.6528 12.45 internal_count=86175 9520 9040 664 475 8376 453 7923 7762 189 154 95 59 368 321 139 47 44 7718 673 7045 569 535 501 258 233 210 157 100 76 is_linear=0 shrinkage=0.1 Tree=530 num_leaves=31 num_cat=0 split_feature=8 8 9 9 8 4 8 2 4 4 6 7 6 9 1 7 6 2 9 9 9 9 6 8 8 9 5 8 9 9 split_gain=0.432784 18.0958 24.1526 9.3134 5.94048 16.4425 5.86084 5.30797 5.25656 4.68226 4.48091 5.37678 4.47178 5.5831 5.81644 4.90247 3.48004 3.35894 4.48949 7.27245 2.8627 2.83391 11.4711 9.93623 14.7461 8.89424 9.69436 7.52242 36.506 22.3958 threshold=75.253016200000005 75.139998530000014 1.206338703632355 1.222699046134949 75.396836080000014 0.070001501590013518 75.120756415000017 134.70010375976565 0.030000999569892887 0.14999667555093768 53.001518249511726 97.277572631835952 56.100383758544929 1.1744956374168398 80.055000305175795 97.657714843750014 60.172929763793952 7005.5219726562509 1.2543222308158877 1.2924330830574038 1.0828325152397158 1.3796529173851015 50.769674301147468 75.064407355000014 74.751024620000024 1.3642726540565493 2.5001499652862553 73.722831840000012 1.2459819912910464 1.1929618716239931 decision_type=10 10 2 2 10 8 10 8 8 10 8 8 10 2 8 8 10 10 2 2 2 2 10 8 10 2 8 10 2 2 left_child=1 6 10 -4 5 -2 21 -5 -8 -10 -3 -12 13 15 -15 -13 17 18 -7 -20 -6 25 23 24 -23 27 -27 -1 29 -29 right_child=4 2 3 7 20 16 8 -9 9 -11 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.00057861116662084888 0.11206573423598748 0.080686752057911273 0.13046167469653205 0.15208966098832119 -0.1030668480103003 -0.082399829291235308 0.16007854648407882 -0.021175120603529246 -0.081045518518929591 0.13672801141271798 -0.097016037942778174 0.082423746613322163 0.10060834506912011 0.096957716144636663 -0.039416000820111069 -0.10810154967521871 0.09171869430112406 0.027307177863348627 0.11936950726957896 -0.10819084212986939 -0.00029173152555654532 0.057483875661753094 0.0014925044727714951 0.28551696128890464 -0.090399941089089275 0.031677659700675626 -0.081101458188946318 -0.0044089879786772777 0.068743013268961442 -0.061991581078215265 leaf_weight=5240.7586848437813 6.709486901119817 4.8876666873693457 29.97875951230526 2.2989419205114219 2.7131334980549573 35.124478138517588 1.0672118328511715 7.6572579496423723 16.932403848506517 1.0484237186610688 7.3984794095158568 1.6308276578784031 3.7521702349185935 6.0391009710729096 6.486868843436242 7.8582295067608365 1.5530577152967442 3.9658650495111933 3.0235553868114939 2.6224941820255481 2501.0479013300574 56.322522056566413 472.00836787969729 1.6888646781444538 7.6597006879746905 10.632763012789836 26.916157525032759 160.07175030632789 44.638680909760296 116.84911762736738 leaf_count=44952 40 26 163 17 439 462 15 103 373 6 42 8 18 52 36 187 7 37 29 77 26940 1601 6628 8 57 101 690 1416 612 1033 internal_value=0 0.000440551 0.048308 0.102631 -0.0011044 -0.0342349 -0.000165808 0.0188327 -0.0555495 -0.0683476 -0.00870143 -0.0218747 -0.000299498 -0.0174979 0.0263334 -0.0753571 -0.0554407 -0.0605494 -0.0690955 0.0136716 -0.000403101 6.07716e-06 0.0069407 0.0460994 0.0397798 -0.000659761 -0.0491657 -0.000332318 -0.0151786 -0.0287065 internal_weight=0 6234.58 77.9883 39.935 2556.76 52.9989 6156.59 9.9562 19.048 17.9808 38.0533 33.1657 25.7672 22.015 12.526 9.48906 46.2895 44.7364 40.7705 5.64605 2503.76 6137.55 537.679 65.6711 63.9822 5599.87 37.5489 5562.32 321.56 276.921 internal_count=86175 58144 652 283 28031 652 57492 120 394 379 369 343 301 283 88 195 612 605 568 106 27379 57098 8294 1666 1658 48804 791 48013 3061 2449 is_linear=0 shrinkage=0.1 Tree=531 num_leaves=31 num_cat=0 split_feature=4 9 9 8 5 8 9 9 0 3 1 6 1 9 3 5 0 9 9 9 0 9 1 4 7 7 8 1 2 9 split_gain=0.441236 3.60351 15.6767 12.8251 14.249 11.6206 16.1351 14.2106 11.0958 9.8828 9.38807 9.44362 8.5304 7.4974 11.7032 9.0713 7.03385 7.02181 14.2948 13.884 10.9814 8.56805 6.587 8.89636 6.95637 6.54006 6.26636 5.96145 5.95277 7.03604 threshold=0.090002503246068968 1.2375842332839968 1.2242988944053652 65.504867765000014 2.5541366338729863 68.343569515000027 1.2476399540901186 1.2526250481605532 0.10999006778001787 189.72499847412112 134.77335357666018 54.098665237426765 78.752498626708999 1.2905700802803042 20.755000114440922 2.6036032438278203 0.64010000228881847 1.2593680024147036 1.2560290694236758 1.2694969773292544 0.030000104568898681 1.239249646663666 116.62369918823244 0.048435999080538757 94.03128814697267 87.25397109985353 63.49075426000001 87.642147064208999 1057.6399536132815 1.2964575886726382 decision_type=8 2 2 10 10 10 2 2 8 8 10 8 10 2 10 10 10 2 2 2 10 2 10 8 10 10 10 8 10 2 left_child=1 2 -1 12 -5 6 16 8 27 10 11 13 -4 15 28 -9 -3 18 20 -19 -7 -22 -6 -24 -25 -17 -12 -8 -15 -30 right_child=-2 5 3 4 22 17 7 9 -10 -11 26 -13 -14 14 -16 25 -18 19 -20 -21 21 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=0.0014411728338011855 -0.00060198915974084017 -0.10487199236798234 0.1278371819069396 -0.14260059380860249 0.11048103830006224 -0.083052824404961853 0.16868543639785297 0.12552224299872022 -0.065097783759129155 -0.087396929256950168 0.090570829805690964 -0.098182590460467706 -0.017460565953036754 0.10645163533285958 -0.082772890008411273 0.010028225636845517 0.059042207964980248 -0.041641871000649963 0.11324027400968083 0.0018358035248828329 -0.11575638453416799 0.035511979404168274 0.10003724535210107 -0.097505654721666113 0.052444637616491256 -0.063920757131572872 -0.038629518527646463 0.011786748857292965 0.074892105436937514 -0.027569819427808329 leaf_weight=2179.9012232431878 5170.4449238552588 29.156548720900901 4.5348675251007071 2.9943763291375936 33.137023706076434 11.008901334076652 8.6726849656552041 3.3391390414908519 4.1297457097098258 20.225319416205821 13.208934478461744 14.585693120139238 37.076862207613885 10.50605558051029 9.292433496724696 16.431017131078988 2.876194190233945 79.640792563091964 16.0498531156627 944.62083818903193 4.0095376361277877 56.631386809196556 13.237104624160564 5.8188332896679658 6.6061346065253019 43.948014481458813 5.2443825505615669 3.3598157875239858 12.02971828915179 15.132703305200264 leaf_count=19016 44079 358 31 252 361 122 53 30 60 2748 73 984 358 269 875 191 36 653 176 13433 54 719 142 64 63 472 52 36 79 336 internal_value=0 0.000839025 0.00324585 0.0412904 0.0701903 -0.00331135 -0.0247595 -0.0131287 0.0763334 -0.0219482 -0.0127377 -0.0225474 -0.00162594 -0.0125799 0.0177371 -0.0349238 -0.0901543 0.000780494 0.0279378 -0.00154477 0.00882965 0.0255102 0.0810268 0.042993 -0.0177797 -0.0437969 0.0538524 0.124875 0.0425319 0.0178086 internal_weight=0 3607.41 2283.31 103.405 61.7935 1324.1 212.138 180.106 16.1622 163.943 143.718 125.265 41.6117 110.679 46.9609 63.7182 32.0327 1111.96 87.6997 1024.26 71.6498 60.6409 58.7991 25.6621 12.425 60.379 18.4533 12.0325 37.6685 27.1624 internal_count=86175 42096 20287 1271 882 21809 6652 6258 149 6109 3361 3236 389 2252 1559 693 394 15157 1071 14086 895 773 630 269 127 663 125 89 684 415 is_linear=0 shrinkage=0.1 Tree=532 num_leaves=31 num_cat=0 split_feature=2 4 1 9 4 6 1 6 6 0 9 7 5 6 8 2 5 0 1 4 8 3 1 6 7 2 7 0 8 9 split_gain=0.453404 2.09234 5.49179 4.42948 2.46945 2.42562 2.60439 3.63633 3.39672 2.74839 2.59167 3.75332 4.46493 2.33455 3.06927 2.92977 2.4369 2.02836 1.98218 1.95996 2.94729 1.89905 4.193 4.57605 3.61668 5.38623 3.83788 3.62743 3.56735 7.16104 threshold=624.97500610351574 0.039457499980926521 136.95379638671878 1.3359628319740298 0.034071499481797225 50.17073059082032 123.35924911499025 58.384933471679695 52.729789733886726 -1.0000000180025095e-35 1.2292694449424746 102.42935180664064 2.6593050956726079 53.001518249511726 88.484342550000022 176.28599548339847 2.6399934291839604 0.14911996573209765 1.0000000180025095e-35 0.019995000213384632 88.297967175000011 462.11274719238287 122.49349975585939 58.570875167846687 92.734897613525405 352.41999816894537 100.61675262451173 0.089829999953508391 69.961542290000025 1.0215296745300295 decision_type=8 8 10 2 10 8 10 10 8 10 2 8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 8 8 8 2 left_child=1 2 3 5 19 -1 7 9 -8 -7 -11 12 -12 14 16 -15 -5 -18 -3 -4 -21 -20 23 -23 27 26 -26 -24 29 -25 right_child=-2 18 4 13 -6 6 8 -9 -10 10 11 -13 -14 15 -16 -17 17 -19 21 20 -22 22 24 28 25 -27 -28 -29 -30 -31 leaf_value=-0.035243152500894374 -0.00067879930393157306 -0.10714432426960992 0.024826981562361763 -0.12317995317957059 0.053418479644860753 -0.11024670307810153 0.10695136121156085 0.15089046358651548 -0.03974161259065747 0.07532996286492645 -0.041704435403047274 -0.12454980647642795 0.10879082311379878 -0.11740412251574761 0.080623882084759707 0.085158998394475396 -0.08665319548579356 0.019267622309444406 -0.00021773550638847107 -0.10427896364601974 0.073388995676821153 0.024644911450068453 -0.14161823269015891 -0.023131638643656652 0.083525999992020261 -0.038776021826067084 -0.023480561636760752 -0.031272755976471549 -0.010100442250321626 0.041885822023080749 leaf_weight=3.5397746595240269 4707.3825349645103 1.7116981877170463 2.1000445793833924 3.6279835290988576 2.2379591055214396 1.0247694516292494 2.1524066443089369 4.0983141567558041 5.9199252428807094 21.698495225347877 3.572263597918206 1.6452366677985999 4.3989669468137436 0.88085034699497455 1.9331371039734211 3.7700846718180401 3.0267646915344812 4.4897226397806662 3601.3317352896893 7.7000748977807216 1.0625328018795697 143.4809677967587 4.0720115335134306 26.663841848487209 9.0338114576297812 17.529672988901439 5.3288739959243694 11.100146440203387 114.47876304851525 46.452098347835999 leaf_count=62 47273 63 95 84 22 30 21 30 52 362 117 147 61 54 75 164 302 216 33457 292 33 1587 28 240 75 134 42 83 688 286 internal_value=0 0.000763392 0.0168911 0.0286666 -0.042234 0.044429 0.0507651 0.0621504 -0.000627397 0.0509047 0.0561783 0.0129646 0.0413472 -0.0140547 -0.0356954 0.0467951 -0.0558723 -0.0233849 0.000443852 -0.0619407 -0.0827354 0.00049013 0.0072317 0.011202 -0.0206971 -0.00157711 0.0438242 -0.0608881 0.000920174 0.0181753 internal_weight=0 4060.06 78.8793 65.7787 13.1006 48.0502 44.5104 36.438 8.07233 32.3397 31.315 9.61647 7.97123 17.7285 13.0776 4.65094 11.1445 7.51649 3981.18 10.8627 8.76261 3979.47 378.14 331.076 47.0645 31.8924 14.3627 15.1722 187.595 73.1159 internal_count=86175 38902 2219 1777 442 882 820 747 73 717 687 325 178 895 677 218 602 518 36683 420 325 36620 3163 2801 362 251 117 111 1214 526 is_linear=0 shrinkage=0.1 Tree=533 num_leaves=31 num_cat=0 split_feature=8 8 2 6 5 7 5 1 1 0 7 9 9 2 6 7 1 2 2 4 3 2 0 7 9 9 7 9 7 4 split_gain=0.443679 4.9813 12.925 11.0889 8.65083 14.1879 8.37145 10.6081 9.00478 9.59526 6.71575 6.58652 8.60358 8.67596 6.92691 6.5878 6.37588 5.98233 5.83807 4.96918 4.56774 4.6623 4.35883 8.24472 4.34856 3.91236 3.84091 3.73888 3.5374 5.95113 threshold=57.860806910000001 55.434759575000008 677.77099609375011 56.538747787475593 2.697910070419312 98.13730621337892 2.3302499055862431 77.045616149902358 192.29094696044925 0.13259310275316241 92.615818023681655 1.0349020361900332 1.0531262755393984 150.269401550293 56.785594940185554 100.14232635498048 166.61599731445315 856.39001464843761 1365.7219848632815 0.12001499906182291 142.42850494384768 14056.177734375002 0.17277343571186068 98.050918579101577 1.1844688057899477 1.0399255156517031 101.0102996826172 1.0198619961738589 105.28884506225587 0.13791333138942721 decision_type=8 10 8 10 10 8 8 8 10 10 10 2 2 10 10 8 10 10 10 8 10 8 10 10 2 2 8 2 8 10 left_child=1 24 4 6 5 19 16 18 9 -9 -11 -7 13 -13 15 -14 20 -5 -8 -3 -4 -22 -19 -24 -1 -2 -17 -6 -28 -30 right_child=25 2 3 17 27 11 7 8 -10 10 -12 12 14 -15 -16 26 -18 22 -20 -21 21 -23 23 -25 -26 -27 28 -29 29 -31 leaf_value=0.00081760214794521528 -0.07482914782296976 0.11859441532544418 0.10743466521867247 -0.07472516683264635 0.069503339819866602 0.1083512169927303 -0.04741352894759767 -0.10484821591845639 0.10528349933533465 0.033299164493697526 -0.075655254473670511 0.037824969065204918 -0.083621504301772925 -0.1141799173597326 -0.029065091548268713 0.1773050558578626 0.13551707866886673 0.16386013272186831 0.092497216074061472 -0.0094164192080660666 -0.050177576416286833 0.12316808233762755 -0.09715444125985144 0.11799600725661193 -0.085480303383262998 0.00045836876497021311 -0.034179101600383337 -0.10311782068201164 0.035415535456258494 0.15860078577481956 leaf_weight=1778.7599165578426 6.9093708400805545 15.960175642743705 2.647478196769959 3.2478855773806563 1.4633283354341973 5.313092339783906 5.6501033334061486 52.123536614541081 2.6836841683834782 10.188351729419084 12.720515279797835 5.3861667597666409 4.0325982216745606 12.398448150604962 26.476004857482621 2.2655890397727481 3.260787582024931 3.9621822983026487 6.3166564130224288 3.743743033148351 16.01343699358404 1.7180473385378707 2.9181599235162139 4.5711181377992034 5.8583230134099713 6726.2574653394904 5.0595718547701827 8.8024495667777938 22.52626556809992 4.7484632115811101 leaf_count=14620 463 116 23 23 30 33 40 457 63 130 219 42 46 87 194 22 29 22 42 25 286 19 33 33 102 68374 67 103 397 35 internal_value=0 -0.00130521 -0.0146394 -0.0366532 0.00920855 0.0175536 -0.0472529 -0.0612073 -0.074703 -0.0811405 -0.0271995 0.000415809 -0.00650239 -0.0681444 0.0103354 0.0373377 0.00568604 0.0450637 0.0264384 0.0942724 -0.0150879 -0.0333817 0.0790384 0.0341637 0.000534314 0.000381111 0.0514354 -0.0785117 0.042616 0.0568618 internal_weight=0 2030.82 246.198 128.022 118.176 107.91 113.323 89.6828 77.7161 75.0324 22.9089 88.2062 82.8931 17.7846 65.1085 38.6325 23.6398 14.6993 11.9668 19.7039 20.379 17.7315 11.4515 7.48928 1784.62 6733.17 34.5999 10.2658 32.3343 27.2747 internal_count=86175 17338 2616 1419 1197 1064 1308 951 869 806 349 923 890 129 761 567 357 111 82 141 328 305 88 66 14722 68837 521 133 499 432 is_linear=0 shrinkage=0.1 Tree=534 num_leaves=31 num_cat=0 split_feature=0 9 5 4 5 4 6 0 6 5 4 4 8 8 1 7 0 4 3 5 4 3 4 6 5 5 1 4 5 1 split_gain=0.474606 2.98455 2.65162 3.91739 3.75581 2.44637 2.71581 2.19782 4.45729 9.95057 4.28082 7.39136 3.77421 6.30641 3.74039 7.0072 6.86734 4.28504 4.26388 4.22838 5.00181 6.82797 5.06608 4.39453 4.04201 3.44095 4.40402 4.73633 3.41477 3.41029 threshold=0.040049999952316291 1.5525022745132449 2.2985000610351567 0.081401500850915923 2.3698499202728276 0.10998599976301195 59.754011154174812 0.017463325522840027 55.355739593505866 2.6099965572357182 0.15408100187778476 0.13051400333642962 68.163682825000009 63.383482725 87.642147064208999 88.358043670654311 -0.037466512992978089 0.053401499986648567 192.80765533447268 2.5800232887268071 0.051368499174714095 173.97499847412112 0.05587549880146981 53.96045112609864 2.5450433492660527 2.5201749801635747 160.80149841308597 0.090991999953985228 2.6593050956726079 76.300849914550795 decision_type=8 2 8 10 8 10 10 10 10 10 10 10 8 8 10 8 8 10 8 8 8 10 8 10 10 10 10 10 10 10 left_child=1 2 3 -1 -4 6 -3 8 10 12 11 14 13 25 16 -16 -6 -18 19 23 21 -21 -22 24 -17 26 27 -10 -24 -19 right_child=-2 5 4 -5 7 -7 -8 -9 9 -11 -12 -13 -14 -15 15 18 17 29 -20 20 22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.013891908644990923 -0.00021288539403457033 -0.11644664816626432 0.058577709774204782 -0.13209518341592538 -0.17519235387720633 0.052108565676939014 0.025688760391731569 0.0089874826221857922 0.099070663035260242 -0.091386828297418621 0.11502441171184773 -0.13304676269321011 0.060617840866837927 -0.11305918556465429 -0.066212847726110038 -0.036871237967515201 0.066791152494443548 0.021477825939642689 0.0015954854274330501 -0.065870326209943111 0.14141110876852825 0.14230716085434464 0.043189105732516421 0.1863691601005113 0.10877589429793706 0.022900222898405112 -0.11795198669970751 -0.051888352790569518 -0.025846608654763032 -0.079758178530522417 leaf_weight=3.8329759599878335 8145.1375428504634 5.3474547460791637 12.462368514918806 3.5317341503687203 2.9865155784718809 1.7206872543320058 1.7957237074151633 303.73693376724304 3.1937740296125394 17.162780935774208 3.4096819311380377 3.9718172047287217 7.8037932984880163 5.6896508596837512 11.480449098411553 3.2188681869374687 5.0577913655724904 5.4287760989100198 102.32632479872336 10.303531454588667 4.3049460090114735 1.859921503215445 31.136150066740811 3.3280067136511207 4.6696789534762502 23.870190663263202 4.7385546751320353 5.951092891395092 9.3065720691374718 8.5969771317322721 leaf_count=21 80206 145 64 38 59 15 19 2867 16 157 17 22 54 29 144 30 158 102 1097 116 25 19 266 20 35 187 30 36 92 89 internal_value=0 0.00267413 0.0035204 -0.056116 0.00425732 -0.054931 -0.0807152 0.00309721 -0.00329706 -0.0254838 0.00388313 0.00206101 -0.00341269 -0.0149146 0.00469146 0.00940756 -0.0341857 -0.0121186 0.0145008 0.0338842 0.0228242 -0.0340378 0.0382806 0.0900011 0.0493456 -0.000123759 -0.0397096 0.000832916 0.0273028 -0.040574 internal_weight=0 612.224 603.36 7.36471 595.995 8.86387 7.14318 583.533 279.796 68.4098 211.386 207.976 51.2471 43.4433 204.005 181.934 22.0701 19.0835 170.454 68.1277 56.9111 12.1635 44.7477 11.2166 7.88855 37.7536 13.8834 9.14487 40.4427 14.0258 internal_count=86175 5969 5790 59 5731 179 164 5667 2800 509 2291 2274 352 298 2252 1844 408 349 1700 603 518 135 383 85 65 269 82 52 358 191 is_linear=0 shrinkage=0.1 Tree=535 num_leaves=31 num_cat=0 split_feature=9 8 8 8 0 8 7 6 1 8 9 1 8 2 8 3 1 8 2 8 1 1 9 3 3 3 5 4 9 2 split_gain=0.462639 5.81192 3.22739 6.60841 6.83019 5.9269 6.70894 5.07818 5.57383 7.12875 8.81663 6.81223 4.17524 4.5146 4.50365 6.27055 6.76933 4.50983 4.4654 4.24869 3.88397 3.75446 10.5657 12.4958 4.32581 4.90801 10.1886 4.24348 5.05421 3.70581 threshold=1.0465513467788699 59.515317785000008 53.385573055000009 54.454116875000004 0.14911996573209765 50.568756935000003 97.049575805664077 57.96794509887696 85.037765502929702 53.814256215000007 1.0415483117103579 106.99300003051759 55.038618855000003 282.41656494140631 56.065080170000009 8.6812500953674334 126.21020126342775 55.664277840000004 312.96499633789068 56.807741540000009 89.323200225830092 87.080352783203139 1.0267012119293215 6.3065781593322763 16.234395027160648 68.530090332031264 2.5300999879837041 0.10502399876713754 1.0399255156517031 657.68499755859386 decision_type=2 10 8 8 10 10 8 10 10 10 2 10 8 10 8 10 10 10 8 10 10 10 2 8 10 10 8 8 2 10 left_child=1 2 5 7 12 -1 -7 8 -4 10 -10 -11 13 -5 17 16 18 20 -16 -17 -14 22 23 -8 -23 26 -26 -27 -29 -30 right_child=-2 -3 3 4 -6 6 21 -9 9 11 -12 -13 14 -15 15 19 -18 -19 -20 -21 -22 24 -24 -25 25 27 -28 28 29 -31 leaf_value=-0.00017925383479541521 0.00024798673674384216 -0.1040358402863264 0.18027458706471808 -0.14596332176006155 -0.094773775385942172 -0.10474017964454657 0.17619360342232462 0.13818961718034961 0.041248518744364748 0.10373058566179882 -0.14455935306597531 -0.04531306391383455 -0.052708760312239783 0.053259535994091001 0.12788100315213025 0.031723694060448525 -0.1278764448341658 0.17921431753789258 -0.05386722515852399 -0.072464535352706777 0.10150661691271666 -0.055069454226057746 -0.11624643146876404 -0.046120968885693031 -0.062953169286646016 -0.089572059084865041 0.13323053881063424 0.038109834036636592 0.037703306187993078 -0.053706108464870596 leaf_weight=788.3918496788101 7766.6750925297638 5.5562550861504851 2.3885722160339382 3.2527858540415755 7.3577152944635591 9.6076685669831914 3.434569427743555 5.6245966739952555 5.5682378150522709 11.324470256455241 4.7171006500720978 4.2054648399353036 2.9388813991099578 1.7491309419274328 7.3851707209105379 5.973344384692612 1.6112408414483059 3.0965516092255712 1.6547119606693748 11.352762543363495 3.6757083125412464 14.573999074287711 12.476212340407072 9.5818193648010492 4.0873323790729019 5.6690527200698906 7.5132061820477256 20.79444413725286 5.9967899769544628 17.030255068093538 leaf_count=7237 76655 480 13 27 107 139 37 35 30 72 20 19 22 20 62 47 9 30 61 133 24 147 236 83 22 28 43 182 33 122 internal_value=0 -0.00204885 -0.0014724 0.0172879 -0.00578895 -0.00322243 -0.0248828 0.0514293 0.0341269 0.0206045 -0.0439674 0.06337 0.00954768 -0.0762967 0.0209407 0.000574483 0.0609559 0.0796148 0.0946128 -0.0365446 0.0329883 -0.0172981 -0.0504887 0.0125401 -0.00611577 0.00556271 0.0641072 -0.00816006 0.00237196 -0.0299009 internal_weight=0 988.59 983.034 83.8764 50.048 899.157 110.765 33.8284 28.2038 25.8153 10.2853 15.5299 42.6903 5.00192 37.6884 27.9772 10.6511 9.71114 9.03988 17.3261 6.61459 101.158 25.4926 13.0164 75.6651 61.0911 11.6005 49.4905 43.8215 23.027 internal_count=86175 9520 9040 731 542 8309 1072 189 154 141 50 91 435 47 388 312 132 76 123 180 46 933 356 120 577 430 65 365 337 155 is_linear=0 shrinkage=0.1 Tree=536 num_leaves=31 num_cat=0 split_feature=8 8 5 0 9 7 9 3 3 6 1 1 9 5 3 8 7 0 9 9 1 8 6 7 5 7 6 1 4 1 split_gain=0.455508 8.17286 9.71957 7.49941 6.90486 6.84334 14.5641 8.3301 6.57251 6.50958 6.29965 6.25224 6.1427 7.73679 9.79072 5.93947 12.1946 8.71232 6.56435 14.0572 10.7386 11.0492 6.15349 5.64006 5.90891 5.6264 5.23583 5.16597 5.05329 9.52609 threshold=73.638540480000017 73.430923220000025 2.5099099874496464 0.32000008225440985 1.2762882113456728 94.423061370849624 1.2543222308158877 38.954999923706062 474.61499023437506 63.199125289916999 125.20989990234376 101.59129714965822 1.2627818584442141 2.599985003471375 4495.4799804687509 73.056724475000024 101.39843368530275 0.16989340633153918 1.1861543059349062 1.2712075710296633 138.72499847412112 73.244465885000011 54.354694366455085 94.140834808349624 2.5491399765014653 94.829181671142592 53.154035568237312 117.24040603637697 0.059998499229550369 102.54955291748048 decision_type=10 10 10 8 2 10 2 10 10 8 10 8 2 10 10 10 8 10 2 2 10 8 10 10 10 10 10 10 10 10 left_child=1 15 4 8 5 6 7 9 10 -3 25 -6 -10 14 -14 -1 17 18 -17 -20 21 26 -23 -24 -25 -4 -21 -15 -19 -30 right_child=-2 2 3 -5 11 -7 -8 -9 12 -11 -12 -13 13 27 -16 16 -18 28 19 20 -22 22 23 24 -26 -27 -28 -29 29 -31 leaf_value=0.0004414087847321579 -0.00091386219183823441 0.10505075422243021 -0.026215766154327233 0.14960743321937692 0.0055710989145111092 -0.10356067442759996 -0.14286198777510964 0.18083571121883135 0.080009765543115369 -0.10630339142995233 -0.073797886377308566 0.15808109255805558 0.048920786358490981 0.029230128409598818 -0.099974625401665698 0.050198212117908085 -0.069546342021785168 -0.063511508730587182 -0.11880774680160069 0.029307743766941154 0.066472737045712743 -0.086540429234562732 0.15341426386432661 -0.098120236985267326 0.041502348819484385 0.059464745796128364 -0.11359869856899779 0.15455472613593474 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-0.0313604 0.00992535 0.0337969 0.0117855 0.0217992 -0.0902269 0.0746204 0.0560982 0.0769934 internal_weight=0 5336.79 164.296 113.71 50.5861 26.9848 14.6947 9.77922 107.919 5.85333 39.9661 23.6013 67.9529 31.907 17.6687 5172.49 144.088 106.98 86.7611 74.2443 60.3588 45.4633 26.7219 21.4211 18.0919 31.1107 18.7413 14.2382 20.219 17.2122 internal_count=86175 50230 983 633 350 161 90 65 607 48 231 189 376 196 110 49247 1308 973 766 696 510 412 212 172 140 173 200 86 207 165 is_linear=0 shrinkage=0.1 Tree=537 num_leaves=31 num_cat=0 split_feature=9 1 1 6 7 5 3 2 9 7 0 1 4 5 5 8 9 2 4 2 3 7 0 7 8 3 2 1 2 2 split_gain=0.436973 2.2081 4.57095 2.71271 3.34968 3.62394 4.47413 2.87517 3.48242 1.84202 4.6612 2.41162 2.19878 2.26108 2.04952 3.24498 4.7989 1.87304 1.65741 1.5842 1.95434 1.75128 1.8333 2.49797 2.62207 2.28523 2.21604 1.63681 2.64015 2.81841 threshold=1.0083022713661196 108.84904861450197 83.230804443359389 53.092426300048835 93.319149017333999 2.5600099563598637 325.70500183105474 112.51330184936525 1.0066126585006716 88.570766448974624 0.90049999952316295 110.6290969848633 0.077362999320030226 2.6500051021575932 2.5940849781036381 22.435539010000003 1.003304183483124 138.53034973144534 0.060004999861121185 317.81999206542974 615.31900024414074 100.87987136840822 0.33994999527931219 97.049575805664077 40.878328720000006 37.920721054077156 80.40000152587892 61.094999313354499 43.501779556274421 21.717584609985355 decision_type=2 10 8 8 8 8 8 8 2 10 8 10 8 10 10 10 2 10 8 10 8 10 10 10 10 8 8 10 8 10 left_child=1 2 19 -4 -5 6 -6 8 -7 10 -3 -11 13 -13 -14 16 -16 -17 -9 20 21 22 25 24 -24 26 27 -1 29 -29 right_child=-2 9 3 4 5 7 -8 18 -10 11 -12 12 14 -15 15 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.033840587932383974 6.8197134336107692e-05 0.11114352439537781 0.060748352775076654 0.076669921388989815 -0.11128708029582457 -0.086403297929573644 0.040953249432356467 -0.015223855628100899 0.059273168324641481 0.095336519260269051 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3.3780522681772709 leaf_count=80 84475 87 25 13 77 78 52 13 20 17 44 30 63 23 28 31 37 32 214 150 136 61 122 15 15 21 51 94 43 28 internal_value=0 -0.00608753 -0.0157828 -0.0424623 -0.0499227 -0.0579764 -0.00515238 -0.0801856 -0.0260637 0.0133983 0.0597395 0.0031623 -0.00506342 -0.0574792 0.009302 0.0281494 -0.0233749 0.0665434 -0.104614 0.00616917 0.000934046 0.00778426 0.0131346 0.0618813 0.0115207 0.00218259 0.0132128 -0.00106519 0.0239982 0.0682875 internal_weight=0 116.88 78.0469 35.23 32.8551 30.8899 9.14317 21.7468 6.76305 38.8328 7.02564 31.8071 29.2012 6.28152 22.9197 16.4035 7.00408 9.39938 14.9837 42.8169 39.8641 36.3817 34.3396 6.29975 3.84222 28.0398 24.3977 19.9255 11.2912 6.1402 internal_count=86175 1700 1308 492 467 454 129 325 98 392 131 261 244 53 191 128 65 63 227 816 666 530 469 152 137 317 296 245 165 122 is_linear=0 shrinkage=0.1 Tree=538 num_leaves=31 num_cat=0 split_feature=2 6 9 1 9 9 3 9 6 4 3 3 5 7 9 5 3 3 7 9 8 0 9 1 3 1 6 1 4 5 split_gain=0.438711 1.74136 3.41692 4.12227 3.42227 3.38007 4.73087 3.67255 4.34341 5.13978 5.55667 3.45761 4.82486 3.60466 3.21655 4.41557 3.55339 6.46737 3.16029 3.36021 3.55195 3.67508 3.07638 2.81336 5.2382 3.66957 2.64428 3.68308 3.49199 5.07118 threshold=77.08499908447267 59.189291000366218 1.2425089478492739 48.145000457763679 1.1661193370819094 1.2987144589424136 8.6812500953674334 1.2833399772644045 55.052148818969734 0.22002299875020984 10.810550212860109 7.1803932189941415 2.4305000305175786 89.396530151367202 1.2762882113456728 2.6146049499511723 15.835000038146974 20.062123298645023 97.345504760742202 1.1861543059349062 75.559999525000009 0.11237344890832902 1.232557535171509 79.720199584960952 18.757300376892093 93.620300292968764 57.590518951416023 79.720199584960952 0.099062498658895506 2.6252865791320805 decision_type=8 10 2 10 2 2 10 2 8 10 10 10 10 8 2 8 8 10 10 2 10 8 2 10 8 10 10 10 8 10 left_child=1 2 4 -4 26 6 -5 8 -8 10 -10 12 -7 -13 15 -12 -17 -18 19 -6 21 -21 23 24 -22 -25 -1 -28 -29 -30 right_child=-2 -3 3 5 18 11 7 -9 9 -11 14 13 -14 -15 -16 16 17 -19 -20 20 22 -23 -24 25 -26 -27 27 28 29 -31 leaf_value=0.0010959179893863973 -0.00018409275494892774 -0.0060500301464600911 0.093358537460673213 0.035915440749791423 0.071224219236853625 -0.086755584338095881 -0.1172447710129732 -0.090193689348668768 -0.1598611788817399 0.14417458582001133 -0.11593194725660683 -0.1276692461556132 0.060267240508834599 0.033290409155361043 0.093673100922699065 0.10306338085908506 -0.22036035818974808 0.018556772711361757 0.076315035768880643 0.088864634209582766 0.12880191784818792 -0.059277114784148301 0.10253045143582512 -0.067097124169225503 -0.043270968737599058 0.050472790875274245 -0.039835207963823852 0.11540358176530435 0.055784138495179339 -0.078915117637294085 leaf_weight=152.52408239207307 8261.0196357025579 149.23636046772663 3.7312942751450455 8.4320173794421844 10.487455954687901 7.280580862790428 4.2704682534385965 12.957221177303834 2.5646779456892608 2.0397556945681563 3.6819222148042181 1.4647416367079156 3.2190063150774222 27.761016013337212 2.9142421933047435 3.0124630353002422 1.3885171700367216 6.1571096647539889 13.593349787406622 1.9886166136711816 4.4022585771163056 10.605159091212952 4.6799018218007395 6.6452086743665841 2.9577315832430031 4.4208761828485876 5.4555733043143873 6.2479722336865935 13.570129147730777 3.5199746964499345 leaf_count=1858 79849 2100 48 102 170 161 39 77 24 11 31 16 88 656 33 33 26 89 103 12 66 144 49 50 36 30 79 51 118 26 internal_value=0 0.00292202 0.00695534 -0.00956963 0.0131839 -0.0139768 -0.032003 -0.0466925 -0.0250377 -0.00694073 -0.0225723 0.00754034 -0.0416807 0.0252234 -0.00204671 -0.0216359 0.0112479 -0.0254078 0.0339331 0.0214597 0.00684044 -0.0358848 0.0301276 0.0117385 0.0596516 -0.0201282 0.00634294 0.0341372 0.0514291 0.0280407 internal_weight=0 481.21 331.973 90.875 241.098 87.1437 47.4184 38.9864 26.0292 21.7587 19.7189 39.7253 10.4996 29.2258 17.1543 14.24 10.5581 7.54563 59.7806 46.1872 35.6998 12.5938 23.106 18.4261 7.35999 11.0661 181.318 28.7936 23.3381 17.0901 internal_count=86175 6326 4226 1434 2792 1386 465 363 286 247 236 921 249 672 212 179 148 115 660 557 387 156 231 182 102 80 2132 274 195 144 is_linear=0 shrinkage=0.1 Tree=539 num_leaves=31 num_cat=0 split_feature=7 1 6 4 0 6 6 1 1 8 3 8 9 3 5 9 4 1 9 1 1 1 9 9 9 3 3 3 6 6 split_gain=0.425662 4.51498 4.25037 3.85657 3.2822 3.30742 4.23568 3.27049 2.89278 2.69286 4.18263 5.05252 8.98943 3.78704 4.37948 3.85622 3.64424 3.42115 3.73178 3.34093 4.01807 3.11835 3.08355 3.90923 3.54967 2.60658 2.57968 2.40463 4.58204 2.3917 threshold=108.04341888427736 117.84069824218751 60.751745223999031 0.11567999795079233 1.1232500076293948 56.050838470458991 56.262248992919929 84.454883575439467 115.1014976501465 86.904427585000022 11.237450122833254 74.075884320000014 1.1493571400642397 462.11274719238287 2.5201749801635747 1.2459819912910464 0.21012333035469058 83.230804443359389 1.1744956374168398 99.102649688720717 106.00159835815431 54.73500061035157 1.206338703632355 1.1392991542816164 1.1043708920478823 115.26855087280275 95.656948089599624 10.810550212860109 59.081159591674812 58.570875167846687 decision_type=10 10 10 8 8 8 10 8 10 10 10 10 2 8 10 2 10 10 2 8 10 10 2 2 2 8 8 10 10 10 left_child=-1 4 25 -4 5 7 -7 -2 -9 10 17 13 -13 14 16 22 26 18 -8 27 -21 -17 23 24 -16 -3 -12 28 -11 -14 right_child=1 2 3 -5 -6 6 9 8 -10 19 11 12 29 -15 15 21 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00010861078290746915 0.110620780854357 -0.098708858422393062 -0.066354014805610692 0.041049443089107962 -0.10208739232024835 -0.1315674211377168 -0.045931804425483364 -0.060899206120263852 0.12195792560360696 -0.12425469827327339 -0.13946935016716733 -0.11001412994796381 0.11978559794413671 0.068458861185043698 0.00580059120184407 0.013725416753779699 0.0073790607295722305 0.096411690992476373 0.10193392671284929 0.079918359563669064 -0.095869922817366338 -0.13039718390216418 0.078322320878829274 -0.066029599787770968 0.11965927631187452 0.00070085659186792883 -0.03358507507671403 -0.11905635692054561 0.070197224816911152 0.048082154419537115 leaf_weight=8569.8408112279358 6.6817819327407024 9.8684133470051165 5.0175902481787471 10.018591490181278 2.4642952922367831 2.0829211179516269 4.6489512281841625 2.7580901043547792 1.2605592908948891 2.195599890663285 5.7136270785704228 3.1348710134625462 6.8963914364576366 6.330225811325362 23.803020512219522 2.5526377204805604 5.1693735566223031 11.047531196003545 2.696935914689675 4.5116482622688645 1.8267671834910286 3.6449944832565961 6.238721936941146 6.7876666598021975 3.0940597653388968 3.5997821679338822 3.8522720858454713 4.3545058989548124 2.7044920900370926 14.292913454584776 leaf_count=84130 62 125 63 93 96 30 339 50 16 36 40 23 37 59 154 23 40 109 35 41 31 79 34 45 30 36 41 129 52 97 internal_value=0 0.00495565 -0.0313375 0.00520879 0.0123059 0.0143445 0.00986561 0.0677462 -0.00354107 0.012213 0.0177306 0.00898452 0.0480363 -0.00515373 -0.0128108 0.00235224 -0.060271 0.061244 0.00835495 -0.0266764 0.0292552 -0.071037 0.013745 0.00178471 0.0188981 -0.0721386 -0.0968288 -0.0649836 -0.0169315 0.0714192 internal_weight=0 169.249 28.5044 15.0362 140.745 138.281 127.58 10.7004 4.01865 125.497 109.904 91.5108 24.3242 67.1866 60.8564 46.1211 14.7353 18.3934 7.34589 15.593 6.33842 6.19763 39.9235 33.6847 26.8971 13.4682 9.5659 9.2546 4.90009 21.1893 internal_count=86175 2045 317 156 1728 1632 1504 128 66 1474 1185 702 157 545 486 365 121 483 374 289 72 102 263 229 184 161 81 217 88 134 is_linear=0 shrinkage=0.1 Tree=540 num_leaves=31 num_cat=0 split_feature=9 8 1 9 8 1 5 7 6 2 7 5 1 8 6 1 8 9 3 0 9 0 4 9 7 4 1 1 8 8 split_gain=0.423437 10.2544 4.11651 3.91085 7.77912 8.86353 6.187 4.87751 6.74867 4.38717 4.78424 6.95938 5.87385 5.48719 4.18338 4.60476 3.9933 3.87416 11.7986 8.42855 13.5465 7.785 6.78918 6.58874 7.42128 7.07999 5.75284 6.94313 5.09985 7.1162 threshold=1.0399255156517031 56.807741540000009 188.28499603271487 1.0365875959396365 51.797274035000008 123.78184890747072 2.7270150184631352 101.54062652587892 53.654310226440437 1139.1149902343752 100.61675262451173 2.5870165824890141 90.188610076904311 45.692128230000002 58.767860412597663 152.39299774169925 55.434759575000008 1.0299918651580813 65.085384368896499 0.31605000793933874 1.0349020361900332 0.63005000352859508 0.13000332564115527 1.0349020361900332 93.857128143310561 0.10101667046546937 157.25249481201175 124.70980072021486 51.21285000000001 54.454116875000004 decision_type=2 10 10 2 10 8 8 10 10 10 8 10 10 8 10 10 8 2 10 8 2 10 8 2 8 10 10 10 10 10 left_child=1 2 3 7 5 6 9 16 -9 10 11 -5 -12 -13 -10 -16 17 -1 21 22 -21 26 23 25 -25 -20 27 28 -19 -30 right_child=-2 -3 -4 4 -6 -7 -8 8 14 -11 12 13 -14 -15 15 -17 -18 18 19 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.00042902787701840068 0.00021514972659874762 -0.1070967861318451 0.080195980862746707 0.11687715245023407 -0.11192842404141737 0.12227473156022493 0.026584985595328209 -0.10818945830331027 0.056851607355971903 -0.10158998544984683 -0.017521705605456631 -0.099985284431644311 -0.16379556905819087 0.020886711421363655 0.025562651107262708 -0.057682100001947893 0.051212956591098806 -0.085793139340850311 0.11134178279317855 -0.063805014648197059 0.095118098591355282 0.098702050269933311 0.11390460322029763 0.071375994461153683 -0.11496509459808253 -0.037207081796284534 -0.16655913375131071 0.033915192789045701 0.059730910419660957 -0.091320425929964311 leaf_weight=517.50550902871419 7910.473198794517 9.2092690695717447 6.1994079630821934 4.3095779754221502 8.7879242247436178 4.5911993235349646 18.236138351945556 3.690133921802043 33.352921585687 9.8493788847699744 6.7642416656017286 6.1803508028387997 4.6205748096108437 9.5735653433948755 34.777353380372006 8.2145523186773044 13.676564868146668 32.880710723198717 9.1316376347094756 23.326794443652037 6.9650358073413363 3.3160007091937578 10.128909798339008 3.3049803972244254 6.0492153279483327 4.9463630747050056 4.5675839483737937 8.389273012056945 6.6777243772521597 5.8521930389106274 leaf_count=4976 78015 481 138 26 82 27 135 26 297 62 36 39 31 65 632 52 166 310 83 119 30 23 68 20 35 55 20 44 36 46 internal_value=0 -0.00216548 -0.000981043 -0.00160259 -0.0236949 -0.0116031 -0.0219276 0.000583775 0.0238908 -0.0433497 -0.0251092 0.00427181 -0.0768876 -0.0265321 0.030275 0.0096569 -0.00225668 -0.0033939 -0.0191534 0.0109784 -0.0272636 -0.0503449 0.0454952 0.0159243 -0.0491279 0.0591485 -0.0588127 -0.049665 -0.0651059 -0.0108188 internal_weight=0 825.075 815.866 809.666 72.913 64.125 59.5338 736.753 80.035 41.2977 31.4483 20.0635 11.3848 15.7539 76.3448 42.9919 656.718 643.042 125.536 63.8529 30.2918 61.6835 33.5611 23.4322 9.3542 14.078 58.3675 53.7999 45.4106 12.5299 internal_count=86175 8160 7679 7541 503 421 394 7038 1007 259 197 130 67 104 981 684 6031 5865 889 410 149 479 261 193 55 138 456 436 392 82 is_linear=0 shrinkage=0.1 Tree=541 num_leaves=31 num_cat=0 split_feature=9 8 6 2 6 5 1 5 1 0 4 4 3 5 3 1 0 7 1 2 3 7 7 6 5 5 2 2 1 2 split_gain=0.43556 1.92762 4.95827 4.26793 6.77096 4.24188 3.90873 3.46641 2.96812 2.91364 2.7466 2.43614 2.28897 2.44281 2.51104 2.08327 2.02111 3.0586 2.64062 1.84771 1.5309 1.47537 3.33039 2.13779 1.44157 1.46792 1.63925 1.33784 2.29324 1.97554 threshold=1.0083022713661196 40.878328720000006 57.808019638061531 119.61317062377931 53.092426300048835 2.5197299718856816 82.942451477050795 2.6050050258636479 61.094999313354499 0.20521660149097445 0.048435999080538757 0.13000332564115527 2.59309995174408 2.6299934387207036 63.32500076293946 74.43500137329103 0.35939337313175207 108.62688064575197 77.730895996093764 297.30000305175787 3.3227499723434453 100.38489151000978 98.391803741455092 59.624731063842781 2.6734716892242436 2.6510967016220097 3630.560668945313 26.836180686950687 46.343500137329109 35.120000839233406 decision_type=2 8 10 8 8 8 8 8 10 8 10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 left_child=1 11 3 5 10 -3 19 16 20 -10 -5 21 15 -14 -15 -11 17 -4 -18 -6 -7 22 23 24 25 26 27 28 -1 -29 right_child=-2 2 7 4 6 8 -8 -9 9 12 -12 -13 13 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.11360779202026845 7.1519473120122551e-05 -0.11687892816094253 -0.0070019878889361125 -0.030045370686995143 -0.058971507479425769 0.009893133969237659 -0.11067594352708454 0.10069273414407115 -0.085500095082084976 0.055313960728612457 0.11639842232968073 -0.10728362837820914 0.15107175466615039 0.067811371085447977 -0.046953268043058383 -0.128408422977036 0.049909721246048609 0.11916060827097155 -0.086061653257750351 0.070502194152107817 -0.085850565331534734 -0.045412000619593884 0.13051912975696903 -0.10271818706000607 -0.047737969189813323 0.097659026885577579 -0.082444723772845577 0.12233491440701363 -0.067369053414937041 0.024355290700095192 leaf_weight=0.89862640947150296 8615.8720569504021 2.9946451006726447 5.8594819232821473 2.6263009775429991 2.6676714941859272 2.8409575657278792 15.832127337100244 4.7978818835690609 1.9113582013960639 1.1553851255012042 2.4996956833638251 1.666506161180904 2.4906172752380344 8.1866704961284977 2.4852705891244122 1.3249842404475201 2.1657294174274275 2.8592824200168261 4.1944660250392189 1.878299825119029 4.0519393775612116 3.5438406700268379 2.6314840144477776 1.5069744068896387 2.9236320685595265 2.5978654809296122 1.5057320262119436 2.3171415830147479 3.1704393001418794 18.389767843298614 leaf_count=9 84475 47 37 24 21 23 196 42 25 19 23 376 14 82 21 46 30 37 56 42 25 29 18 19 34 19 87 27 94 178 internal_value=0 -0.0061511 -0.0159273 -0.0319151 -0.0613657 -0.00454409 -0.0872077 0.0266595 0.00921631 0.0310504 0.041368 0.0111489 0.0452914 0.0618968 0.0410851 -0.0428284 0.00310327 0.0343725 -0.0397616 -0.00547569 -0.0463891 0.0161474 0.0222171 0.0136613 0.0191759 0.0259499 0.0188617 0.0250185 -0.0274015 0.0353194 internal_weight=0 113.975 72.8228 52.9459 25.5041 27.4418 20.3781 19.8768 24.4472 17.5543 5.126 41.152 15.6429 13.1626 10.6719 2.48037 15.079 8.71876 6.3602 4.54597 6.8929 39.4855 35.9417 33.3102 31.8032 28.8796 26.2817 24.776 4.06907 20.7069 internal_count=86175 1700 810 608 306 302 259 202 255 207 47 890 182 117 103 65 160 74 86 63 48 514 485 467 448 414 395 308 103 205 is_linear=0 shrinkage=0.1 Tree=542 num_leaves=31 num_cat=0 split_feature=8 8 6 7 5 5 2 1 6 3 8 6 7 8 6 0 4 9 9 5 0 1 1 1 5 8 8 8 9 8 split_gain=0.404804 6.72876 8.05587 7.7149 6.98347 5.61449 5.13616 7.2497 6.96803 5.64172 5.00978 10.8398 7.36279 8.87224 7.50387 5.82658 6.42759 5.70795 4.91408 4.86696 4.21099 4.10264 4.03512 6.99501 3.92111 3.89397 12.5216 8.43256 9.15174 8.98087 threshold=73.638540480000017 73.430923220000025 60.024389266967781 101.12480545043947 2.6099965572357182 2.6199631690979008 1139.1149902343752 155.65999603271487 53.001518249511726 830.69000244140636 73.056724475000024 51.596096038818366 101.39843368530275 73.244465885000011 52.968900680541999 0.23959012329578402 0.13950666785240176 1.3009637594223025 1.1861543059349062 2.6399934291839604 0.039999742060899741 124.70980072021486 115.1014976501465 131.06404876708987 2.4801000356674199 70.628452205000016 70.190128230000013 71.117230790000008 1.0928202867507937 70.87353305500001 decision_type=10 10 8 8 10 10 10 8 10 10 10 10 10 10 10 10 10 2 2 10 10 10 10 10 10 10 10 10 2 10 left_child=1 10 3 4 6 24 8 -8 -3 -10 25 18 13 14 17 16 22 -13 -12 -6 -14 -11 -15 -24 -5 26 -1 29 -29 -27 right_child=-2 2 -4 5 19 -7 7 -9 9 21 11 12 20 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31 leaf_value=0.00027677992582823125 -0.00085922491963043442 0.12569890977179729 -0.013721367090377124 0.0300384765117028 0.11012372200991366 -0.016395051894561061 -0.075136478631592854 0.071955090544856257 -0.01951833019387228 0.12239203004779194 0.00054493786112404545 0.086906988105467819 0.041142365937873709 0.067126191249826675 -0.055882812074347671 0.11090202066313203 -0.12364071941365851 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internal_value=0 0.000536601 0.0206382 0.0351589 0.019895 0.0796911 0.00259188 -0.0410257 0.0215714 0.00609233 -9.30709e-05 -0.0186897 -0.00375399 0.00718585 -0.0302779 0.0327166 0.0192077 0.047677 -0.0701985 0.0676429 -0.0653702 0.0646226 0.0287735 0.00490851 0.0998592 0.000429555 -0.000603089 0.00795071 0.00236174 0.0328782 internal_weight=0 5316.05 161.464 113.499 84.5264 28.9724 62.0429 18.8115 43.2314 37.6366 5154.59 140.901 109.229 92.7593 37.594 55.1653 47.038 9.29503 31.6723 22.4835 16.4692 11.4557 44.0858 27.1757 23.9462 5013.69 4408.42 605.269 494.416 110.853 internal_count=86175 50230 983 645 500 145 360 132 228 201 49247 1308 961 830 423 407 343 117 347 140 131 56 318 197 121 47939 43688 4251 3597 654 is_linear=0 shrinkage=0.1 Tree=543 num_leaves=31 num_cat=0 split_feature=2 7 8 0 8 1 1 9 9 7 1 8 9 9 9 1 1 2 2 8 5 0 4 5 5 5 9 5 6 6 split_gain=0.413153 4.29445 4.08901 5.53757 4.32564 4.29289 9.87925 4.45828 6.07568 4.77375 6.96017 4.10444 4.16285 6.11766 4.07815 5.49087 4.04044 3.99035 3.82772 3.75341 3.69191 6.18989 8.59109 4.90566 4.46822 6.21675 3.96566 3.68016 3.60645 4.79265 threshold=6449.7519531250009 88.122100830078139 78.137514370000019 0.46015000343322759 81.360097850000017 113.19015121459962 133.79336547851565 1.0564270019531252 1.0497827529907229 89.215847015380874 159.09695434570315 76.018680405000012 1.0316978693008425 1.0283345580101015 1.4413009285926821 78.060043334960952 113.76994705200197 25415.219726562504 7304.7746582031259 51.21285000000001 2.7192049026489262 0.07000999897718431 0.074544999748468413 2.6863183975219731 2.5699650049209599 2.6036032438278203 1.203055262565613 2.7900149822235112 57.23790359497071 53.894306182861335 decision_type=10 8 10 8 10 10 10 2 2 8 10 10 2 2 2 8 10 10 10 10 10 8 10 8 10 10 2 10 10 8 left_child=-1 27 5 4 -4 11 16 8 19 10 -9 12 13 -3 18 -16 -7 -12 -13 -8 21 24 -23 -24 -18 26 -26 -2 29 -11 right_child=1 2 3 -5 -6 6 7 9 -10 28 17 14 -14 -15 15 -17 20 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00025708059674640389 -0.014587807755165941 0.015578340399854285 0.077560565441871676 0.059626627633375201 0.0065753769824105912 -0.15218636240062527 0.054852800569214391 0.15171790355994985 0.14241920996003285 -0.014400790124964155 -0.024683584538582732 0.061851654948398165 0.012878027505090102 -0.11319160244933701 0.10379079109320861 -0.044267729189787532 -0.11464054054309909 0.10474281361256124 -0.10365569138380126 -0.11491956017718777 0.014027193788958631 -0.092120467796366817 -0.02730757529058464 0.11966782208954119 0.2053935823331674 -0.01793789014418927 0.040750269897037478 0.079531341690261548 -0.077402589432201963 0.025291921343024267 leaf_weight=7720.1092657151294 171.23814499865875 8.3995507453109877 9.1297718622954545 27.409459773589333 143.73172867702306 2.7987930913168375 3.6893736086785776 4.9516689349184189 5.4744172096252441 88.203574258299341 8.6969153573736531 1.6524094631895447 341.82696595833659 6.5792666425695634 3.9042411595582935 6.988085351884366 3.2378542241640451 3.2807369828224173 9.0528383224736881 2.0126481631305069 15.703450751623675 31.600563873926149 14.80955877993256 2.6822617743164292 2.1348233595490482 20.406491240020841 4.6483159800991416 4.2577223424377726 6.4244244899600735 46.433773676842975 leaf_count=74309 2330 260 62 245 2452 42 32 38 24 900 66 22 2862 53 18 33 31 23 352 43 485 507 118 18 10 240 50 101 68 381 internal_value=0 0.00190187 0.0049207 0.0182366 0.010815 0.00120245 -0.00850183 0.00613529 0.0671718 0.00181751 0.0519938 0.00805462 0.010617 -0.0409823 -0.0342768 0.00880231 -0.0337627 0.0107669 -0.0781088 -0.00507191 -0.030282 -0.0390321 -0.0609971 -0.00476981 -0.00359345 0.0096305 0.0925676 -0.0123044 -0.00420432 -0.000711554 internal_weight=0 1001.36 825.864 180.271 152.862 645.593 267.19 169.168 11.1764 157.991 16.9293 378.403 356.806 14.9788 21.5976 10.8923 98.0221 11.9777 10.7052 5.70202 95.2233 79.5199 49.0924 17.4918 30.4275 27.1896 6.78314 175.496 141.062 134.637 internal_count=86175 11866 9435 2759 2514 6676 3076 1575 99 1476 127 3600 3175 313 425 51 1501 89 374 75 1459 974 643 136 331 300 60 2431 1349 1281 is_linear=0 shrinkage=0.1 Tree=544 num_leaves=31 num_cat=0 split_feature=4 4 7 0 7 9 3 6 0 4 1 8 3 7 3 3 7 9 3 6 9 8 6 9 7 7 9 0 0 9 split_gain=0.428445 1.74524 6.61461 4.53832 5.94177 4.08355 3.9076 3.46512 4.60664 3.44109 4.40077 6.52522 3.99416 3.44034 7.06031 6.64599 8.65537 6.88772 6.27064 5.97908 5.86449 8.55823 5.3486 6.75955 5.29403 5.29087 6.19642 5.23323 6.46601 5.67917 threshold=0.12381000071763994 0.10998599976301195 90.667102813720717 0.10521500185132028 88.037700653076186 1.2762882113456728 13029.415039062502 52.729789733886726 0.20000014454126361 0.098001997917890563 164.55944824218753 67.847581670000025 29.450950622558597 95.422435760498061 50.295619964599616 16.667900085449222 99.411361694335952 1.2577676177024844 97.74499893188478 58.207023620605476 1.1844688057899477 65.80944297500001 55.052148818969734 1.0596722364425661 95.549999237060561 94.999534606933608 1.1963809728622439 0.157120056450367 0.042308313772082336 1.539929270744324 decision_type=10 10 8 10 10 2 8 10 10 10 10 10 10 8 10 10 8 2 10 8 2 10 8 2 8 10 2 10 10 2 left_child=1 9 3 -3 -5 7 13 -6 -9 -1 -11 -12 -13 25 15 16 17 22 20 -18 21 -16 -15 -24 -20 -4 -27 28 -26 -29 right_child=-2 2 6 4 5 -7 -8 8 -10 10 11 12 -14 14 18 -17 19 -19 24 -21 -22 -23 23 -25 27 26 -28 29 -30 -31 leaf_value=0.00036680836819228009 -0.0017470737849426374 -0.090808401199021518 0.0142269819704876 0.098219420530867046 -0.093434999273070307 0.06913052952471814 0.1241559448539758 0.08013109175807559 -0.10148722788473381 -0.0069288713152223895 0.00062836932991611281 -0.028362503920616036 -0.15676751134683081 -0.0098558028732373751 -0.058166234300778046 0.036744116104486017 0.054617485170212948 0.046084654325123431 -0.13734633409805597 -0.013454100675458429 -0.08375365662310294 0.065847280419402243 -0.0177389316109661 -0.18048927212651325 0.064218519757717751 0.14349124355113155 0.0091056033987943191 0.015298249057329303 -0.033037781818019453 0.14115308656557998 leaf_weight=6613.3680463366727 1222.1448048807397 10.747662638314067 160.46861770511896 4.0285969857941408 9.6569875932254963 3.0892780688591293 2.9151757815852752 3.3590829446911803 2.3904225461301394 333.32560624154212 10.823438862338664 3.8056484051048738 6.6652878597378731 6.0428473229476429 14.568188431672754 81.484980338766036 23.928361340775155 5.097579196211881 2.7685454860329619 28.005086003642646 20.685948339581955 9.004157222399952 3.832613952457903 7.6372579447925091 7.9689069488085797 7.1356491073966009 6.6089883559616283 54.405495124374283 48.083662409917451 3.8384243454784146 leaf_count=69067 10433 91 1004 35 101 26 26 24 22 2694 64 19 36 40 106 540 216 52 16 271 169 51 22 37 55 45 43 491 357 22 internal_value=0 0.00027215 0.00581661 -0.0373425 -0.0118308 -0.035801 0.00872065 -0.0568417 0.0046212 -0.000147786 -0.00974454 -0.0538188 -0.110099 0.00803607 0.00183767 0.0170042 -0.00457373 -0.0562163 -0.0128311 0.0179099 -0.0448956 -0.0107956 -0.0859939 -0.126107 -0.000708678 0.0193273 0.0788731 0.00260103 -0.019211 0.0235924 internal_weight=0 7495.74 527.753 33.272 22.5244 18.4958 494.48 15.4065 5.74951 6967.99 354.62 21.2944 10.4709 491.565 317.352 156.029 74.5437 22.6103 161.323 51.9334 44.2583 23.5723 17.5127 11.4699 117.065 174.213 13.7446 114.296 56.0526 58.2439 internal_count=86175 75742 3862 299 208 173 3563 147 46 71880 2813 119 55 3537 2445 1178 638 151 1267 487 326 157 99 59 941 1092 88 925 412 513 is_linear=0 shrinkage=0.1 Tree=545 num_leaves=31 num_cat=0 split_feature=6 5 1 7 0 1 9 3 8 9 7 8 9 2 3 8 4 1 4 4 6 8 7 0 0 5 1 1 9 5 split_gain=0.392493 1.96557 4.60594 1.97503 2.65438 1.8988 2.29158 2.10761 3.78164 5.04261 3.29166 3.50357 4.53589 4.11871 3.70956 3.11937 3.0895 4.17623 3.07594 3.48841 3.38645 3.56367 3.0049 3.70654 3.59294 4.63263 2.93895 2.60065 3.22557 2.48664 threshold=61.314634323120124 2.671319961547852 102.86154937744142 92.67895889282228 0.17277343571186068 51.555000305175788 1.4029334783554079 318.92500305175787 66.889917430000011 1.1226413846015932 107.47714233398439 51.21285000000001 1.0215296745300295 282.41656494140631 1154.7149658203127 73.430923220000025 0.089999500662088408 88.201896667480483 0.053014999255537994 0.091664999723434462 64.527114868164077 41.376632000000008 98.23557281494142 0.099210001528263106 0.080014999955892577 2.5799700021743779 96.005779266357436 93.620300292968764 1.3566636443138125 2.6240100860595708 decision_type=10 10 10 8 10 10 2 10 10 2 10 10 2 10 10 10 10 10 8 10 10 10 10 10 8 10 10 10 2 8 left_child=-1 5 3 -3 -5 6 -2 8 18 -10 11 12 14 -13 -9 -15 17 -11 -7 -20 21 -21 23 -17 25 -24 -12 -19 -29 -18 right_child=1 2 -4 4 -6 7 -8 10 9 16 26 13 -14 15 -16 22 29 27 19 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00012625968815802895 -0.061388057720033765 -0.14566222143872645 -0.11012840902190653 0.10323546863057859 -0.014302228632944955 0.11618010474256479 0.062900774598289466 0.053830288671710372 0.11697113251676977 -0.056617943770879843 0.14781010138256581 -0.13111346193869783 0.10772450326299628 -0.098058277669112681 -0.11645764649126422 -0.0096868847713389595 0.0088897659570238066 0.20658865131109941 -0.055774210313497587 0.090845214766771695 -0.029886866165612275 0.0075149653264591837 0.072366539522409776 0.12323069071981958 -0.095181802111187708 -0.081702644236972155 0.0092691076758080557 0.14687396836773517 -0.0089839833805313157 0.070151253242397502 leaf_weight=8464.1746199986264 7.7328910973765215 0.77241714298724851 4.9540965468186178 2.7409391640685499 6.4256839145236881 2.1207913475809654 1.8355677239014765 2.5558275908897468 5.7863389886915675 1.9015186842298115 2.2164338837610549 4.0607110485434523 4.3231935864314437 4.6660721590742495 2.5611683484166861 6.1852408945560473 73.567185158841312 2.0103861775714904 11.915901515458243 5.8621678651265929 21.65967872821011 41.2060888339347 4.5711694061756125 3.1748989559710026 6.1388052732218048 3.4056315943598747 4.952899491880089 2.8053683916805312 2.5211862744763494 7.2815945888869456 leaf_count=83427 114 4 93 22 372 34 38 25 42 26 19 22 45 45 20 43 638 14 94 85 273 404 24 25 53 28 40 22 33 51 internal_value=0 0.00387927 -0.0313593 0.00790303 0.0208431 0.00609349 -0.0375451 0.0079293 0.0129612 0.0264796 -0.0104859 -0.0212608 0.0323116 -0.0369655 -0.0314025 -0.0233805 0.0206673 0.0754507 -0.00269842 -0.00582472 0.00283542 0.0178934 -0.00853744 0.0353979 -0.0376712 0.00658793 0.0520997 0.109679 0.0731027 0.0144072 internal_weight=0 251.912 14.8931 9.93904 9.16662 237.019 9.56846 227.45 178.638 95.8736 48.8121 41.6427 9.44019 32.2025 5.117 28.1418 90.0872 9.23846 82.7646 80.6438 68.7279 47.0683 23.4757 9.36014 14.1156 7.9768 7.16933 7.33694 5.32655 80.8488 internal_count=86175 2748 491 398 394 2257 152 2105 1716 826 389 330 90 240 45 218 784 95 890 856 762 489 173 68 105 52 59 69 55 689 is_linear=0 shrinkage=0.1 Tree=546 num_leaves=31 num_cat=0 split_feature=5 3 0 1 1 5 9 0 8 4 9 9 7 5 1 4 7 0 1 3 7 8 6 1 2 9 8 7 0 7 split_gain=0.403393 5.42608 5.51428 4.21187 4.26918 4.11022 6.81036 15.8906 8.44592 10.71 8.22045 6.73229 6.70581 6.62272 6.26537 6.16528 7.2847 6.21413 6.07249 5.81029 5.6605 5.62154 8.59282 6.42599 5.93594 5.00239 8.68535 5.37686 4.86573 4.81013 threshold=2.6498100757598881 30.295001029968265 0.18814010918140414 139.81220245361331 155.65999603271487 2.6547749042510991 1.2342023253440859 0.20781671255826953 63.383482725 0.020010000094771389 1.222699046134949 1.2161991596221926 92.950023651123061 2.6534099578857426 110.6290969848633 0.14539666473865512 93.060775756835952 0.28231322765350347 95.72259902954103 222.09999847412112 92.445404052734389 59.698715195000005 50.769674301147468 78.060043334960952 3759.551635742188 1.1946979165077212 69.08872266500002 89.466571807861342 0.23211999982595447 92.096240997314467 decision_type=10 10 10 10 10 10 2 10 10 10 2 2 10 10 10 10 10 8 10 10 10 10 10 10 8 2 10 10 10 10 left_child=-1 2 3 -2 -5 12 10 -8 -9 -10 11 18 20 -14 28 16 21 -18 29 25 -3 23 -23 -12 -24 26 27 -20 -13 -7 right_child=1 5 -4 4 -6 6 7 8 9 -11 15 14 13 -15 -16 -17 17 -19 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00041675143008359627 -0.011289641793540243 0.024908633130915504 0.01747963347961291 0.071752511836059255 -0.0066910784958927848 -0.021032132808389538 -0.0049037940135863512 0.019889533419909778 -0.0019001996997478031 -0.098760669964271644 0.075964301281204794 -0.085703663698566676 -0.016755691256514649 0.074912239271822043 -0.017434315036145741 -0.045408390009964467 0.14629099464593212 0.027417542575724638 0.017600859998718004 0.016713282174586747 0.13268750399750073 0.12728391310312662 -0.025148014300246702 -0.11044031592287687 0.10269728023958391 0.032109330216112598 -0.117132235073466 -0.010491757352311998 -0.27535865804262133 -0.0004910647480092891 leaf_weight=6413.8853302580637 144.59258070602664 92.878759796411032 343.63231989284304 13.428033518990562 14.354531730146844 199.65990633166803 293.59203008217901 11.679016521946322 15.504702168750553 43.283018209298461 2.7414199300110322 5.0767251064535257 78.488666154036764 8.7611080324568302 12.377657080069183 8.1641547419130784 11.072259400039909 7.2948170658201006 90.625064071966335 275.99112159931974 5.1427095993421963 8.497220787219705 14.575785668566825 5.6835509669035673 4.8369927509920663 38.824564550071955 6.8549838668259317 274.48718836391345 1.8441541327629236 265.72477694704867 leaf_count=57200 1617 871 4214 97 120 2441 6879 265 692 2903 16 95 678 56 95 49 77 42 677 2547 49 73 82 93 32 240 54 1843 11 2067 internal_value=0 0.00112697 0.010158 -0.00443771 0.0312227 -0.00148569 -0.00312001 -0.0151392 -0.0577837 -0.0732146 0.000424964 -0.00146553 0.0126141 -0.00755094 -0.0600405 0.035653 0.0477512 0.0990783 -0.000484415 0.00549174 0.0305633 0.0218057 0.0434165 -0.0497857 0.00670661 -0.00204747 -0.00561263 -0.00351885 -0.13624 -0.00930362 internal_weight=0 2299.67 516.007 172.375 27.7826 1783.66 1598.39 364.059 70.4667 58.7877 1234.33 1171.47 185.271 87.2498 19.2985 62.8662 54.702 18.3671 1152.17 686.783 98.0215 36.335 27.91 8.42497 19.4128 410.792 371.967 365.112 6.92088 465.385 internal_count=86175 28975 6048 1834 217 22927 21273 10739 3860 3595 10534 10070 1654 734 201 464 415 119 9869 5361 920 296 187 109 114 2814 2574 2520 106 4508 is_linear=0 shrinkage=0.1 Tree=547 num_leaves=31 num_cat=0 split_feature=2 2 0 7 1 4 6 9 9 1 0 1 4 0 5 8 8 7 7 9 6 2 1 9 4 7 9 0 8 4 split_gain=0.432599 2.4481 4.15195 3.95637 4.45619 4.14266 3.70343 3.53284 9.20795 3.95161 3.72462 5.52415 4.41651 4.1501 3.81123 3.46422 4.87591 3.18127 3.51378 4.5241 3.11359 3.06068 2.94492 5.00646 2.91846 4.31855 3.16647 4.34769 8.02597 5.9679 threshold=282.41656494140631 323.08480834960943 0.76014998555183422 104.48049926757814 171.1144943237305 0.18007667362689975 55.852941513061531 1.2887282371520998 1.2712075710296633 49.80999946594239 0.080014999955892577 97.810398101806655 0.082002002745866789 0.30999997258186346 2.6199631690979008 83.823592210000001 83.598192555000011 93.559375762939467 92.214447021484389 1.1694471240043642 62.096370697021491 312.96499633789068 181.95790100097659 1.162797808647156 0.044803498312830932 90.06866836547853 1.0432021617889407 0.05947499908506871 51.797274035000008 0.080005999654531493 decision_type=8 10 10 10 8 8 8 2 2 10 8 10 10 10 10 8 8 10 10 2 8 10 10 2 8 8 2 10 10 8 left_child=-1 2 3 4 7 6 -5 8 15 -9 21 12 14 -13 -12 16 24 18 19 -17 -21 -11 23 -6 -2 -26 27 28 -27 -29 right_child=1 -3 -4 5 22 -7 -8 9 -10 10 11 13 -14 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 29 -30 -31 leaf_value=0.0011773985184986438 0.059781603580291776 3.7744660689314387e-06 0.10005349320453603 0.069156099586246508 -0.20648514853161071 -0.17290326194993133 -0.064385690303818063 0.11260446661749615 0.094883196119733976 -0.056434803553139769 0.023097854474461565 -0.075669708330115562 -0.046739838846850956 0.042964876685240308 0.15804741807436418 -0.066154531374852679 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41 222 internal_value=0 -0.000428325 -0.00922884 -0.0104898 -0.00782741 -0.0603794 -0.0359824 -0.00566616 -0.000319173 -0.0297245 -0.0352842 -0.0229685 0.0177454 -0.0567251 0.0553362 -0.00462371 -0.000159904 -0.0407245 -0.0585203 -0.0458027 0.0805281 -0.0982107 -0.0807437 -0.149841 -0.00241192 -0.00491349 -0.00276151 0.0225825 -0.0136246 0.0537279 internal_weight=0 6437.8 301.298 297.861 282.771 15.0903 12.4015 274.631 224.693 49.9381 48.0608 40.1942 18.2196 21.9746 11.51 214.973 191.317 23.656 19.147 17.5962 2.44143 7.86659 8.14009 3.5091 187.584 180.33 176.909 38.5541 17.8284 20.7258 internal_count=86175 63220 3122 3076 2948 128 112 2525 1864 661 644 549 171 378 109 1799 1500 299 240 228 86 95 423 348 1478 1396 1358 443 154 289 is_linear=0 shrinkage=0.1 Tree=548 num_leaves=31 num_cat=0 split_feature=2 2 0 7 3 9 2 1 1 9 9 9 7 9 9 2 5 8 9 2 0 7 4 5 2 8 3 8 2 2 split_gain=0.429438 1.97808 2.03747 2.21923 1.78228 3.26646 5.37338 4.54562 8.27446 3.52994 8.30867 7.05059 3.52819 3.49267 4.193 3.6032 3.41783 3.43087 3.25608 3.26887 3.20882 3.57772 3.08192 2.89922 2.73668 4.13118 3.96619 3.69907 2.54697 2.45945 threshold=624.97500610351574 614.59500122070324 0.36005000770092016 98.13730621337892 1.224454998970032 1.1996469497680666 176.28599548339847 112.06219863891603 155.65999603271487 1.162797808647156 1.1109600067138674 1.0744642019271853 110.93072891235353 1.2210472226142886 1.2259938120841982 397.03614807128912 2.6266250610351567 83.758449285000026 1.3359628319740298 126.94260025024415 0.16989340633153918 103.9820899963379 0.12140499800443651 2.7009150981903081 58.920650482177741 80.871604945000016 0.6850000023841859 71.117230790000008 297.30000305175787 51.48481750488282 decision_type=8 10 10 10 10 2 10 10 8 2 2 2 8 2 2 10 8 10 2 10 8 8 10 8 10 10 10 8 8 10 left_child=1 4 3 -3 5 6 7 16 -9 10 11 -8 -10 -7 -15 18 20 23 -16 -20 -1 -22 -17 -18 25 26 29 -26 -11 -25 right_child=-2 2 -4 -5 -6 13 9 8 12 28 -12 -13 -14 14 15 22 17 -19 19 -21 21 -23 -24 24 27 -27 -28 -29 -30 -31 leaf_value=-0.15483894330485731 -0.00065956015174313022 0.027253525738393555 0.10191057021623767 -0.049892135298252246 0.0010004384854994618 0.12913757206322643 -0.023339573055849373 0.078335921758731539 -0.058479895403047814 -0.13539183104701599 0.058296982726522284 -0.11977831751576173 0.068049492558973732 -0.099690158728326483 0.065762685548134789 -0.10394626121354147 0.036056399219421498 0.089455426049616191 -0.10764794437849766 0.11632410174393143 0.11631523428536866 -0.059327919464922753 0.029090120057534981 -0.068847318407799132 -0.025391949106838431 0.10591851531325612 0.071956362584701658 -0.13048830923159857 -0.029710803046371678 0.089314491257455303 leaf_weight=2.8812904079472883 4683.3103415463065 27.762001488150418 3.0904004171316037 4.3074564443377303 3807.3961611808481 2.6899709101708167 30.352562498825137 16.760987689165635 9.5675963887479121 5.8607757395948257 9.1066551597323251 10.10469468514202 2.8633163198828706 3.1086785122752216 15.247507659027184 3.5102489166565638 10.039003365905954 3.668703466653823 2.3220452779369221 0.90585677824856237 1.3515663330872456 8.1691238890780369 3.4554930366575718 9.1038209044145351 12.716597358696164 3.1962169110774985 3.4726537200622252 4.5463349872734389 3.7330812239088127 1.1022192388772953 leaf_count=54 47273 268 29 35 35957 36 217 157 59 40 136 104 35 20 192 38 66 17 146 42 30 286 26 653 90 24 29 82 26 8 internal_value=0 0.000749189 0.0243644 0.0168916 0.000540947 -0.00918711 -0.0153665 9.88248e-05 0.0324858 -0.0387483 -0.0280012 -0.0474263 -0.0293353 0.0202063 0.00994281 0.023339 -0.0155937 -0.00346737 0.046447 -0.0447939 -0.062376 -0.0343934 -0.037951 -0.0111842 -0.0250764 0.00356082 -0.0203565 -0.0530699 -0.0942701 -0.0517664 internal_weight=0 4022.39 35.1599 32.0695 3987.23 179.837 148.597 89.4394 29.1919 59.1578 49.5639 40.4573 12.4309 31.2398 28.5498 25.4412 60.2475 47.8455 18.4754 3.2279 12.402 9.52069 6.96574 44.1768 34.1378 16.8749 13.6787 17.2629 9.59386 10.206 internal_count=86175 38902 332 303 38570 2613 2113 1590 251 523 457 321 94 500 464 444 1339 969 380 188 370 316 64 952 886 714 690 172 66 661 is_linear=0 shrinkage=0.1 Tree=549 num_leaves=31 num_cat=0 split_feature=9 1 1 0 3 7 3 5 7 0 1 4 5 3 9 7 2 3 1 3 2 1 1 5 2 9 3 3 1 6 split_gain=0.421853 1.70253 3.36257 2.1645 3.82022 3.22658 3.22247 2.97013 1.66246 3.59336 1.85067 1.65723 1.7827 1.53648 3.90735 4.03096 2.07642 3.10879 1.44624 1.3995 1.75904 4.20498 3.32949 2.57425 2.50011 2.59527 2.11105 1.57491 1.36589 1.30893 threshold=1.0083022713661196 108.84904861450197 83.230804443359389 0.34000007808208471 6.710400104522706 93.380386352539077 2.920450091362 2.5890133380889897 88.570766448974624 0.90049999952316295 110.6290969848633 0.077362999320030226 2.6500051021575932 294.13150024414068 1.003304183483124 92.49573135375978 138.53034973144534 1.224454998970032 79.415000915527358 2.59309995174408 47.444999694824226 70.174999237060561 64.061302185058608 2.5699650049209599 35.120000839233406 1.0049744844436648 111.00000000000001 2.2710633277893071 57.65950012207032 60.300041198730476 decision_type=2 10 8 8 8 10 10 10 10 8 10 8 10 10 2 10 10 10 8 8 10 10 8 10 10 2 10 8 10 10 left_child=1 2 18 5 6 -4 -5 -7 9 -3 -10 12 -12 16 -15 -16 17 29 19 27 22 -22 24 26 25 -21 -23 -1 -27 -13 right_child=-2 8 3 4 -6 7 -8 -9 10 -11 11 13 -14 14 15 -17 -18 -19 -20 20 21 23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=0.017100019390733693 7.0820949090802602e-05 0.1040150969006106 0.091797475786907543 -0.10708958729349159 -0.10885398614014026 0.0066886363621957313 0.036284739941841587 -0.086994330466359696 0.084293955533921161 -0.06080303670680548 -0.097007361577819043 0.10950100801989843 0.012656610136153988 0.059934964210945234 0.052879267513374233 -0.13528642060525758 0.067460777090837407 -0.09398270828759292 0.060601889388627851 0.048509319235678028 0.050815761812130933 -0.025452726681894789 0.039755631305592017 0.042675574774434767 -0.19937147829609356 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0.0284439 -0.0115984 0.00401107 -0.00218657 -0.0119405 0.00296265 -0.0517231 -0.0377501 -0.0967373 -0.0517852 -0.0651966 0.03642 -0.120451 0.0459329 internal_weight=0 110.764 73.6722 32.437 16.0236 16.4134 7.12374 13.9416 37.0914 6.50717 30.5842 28.0997 6.11724 21.9825 8.6919 5.38519 13.2906 6.55909 41.2352 37.165 29.6691 21.5836 8.08552 11.6619 5.41899 3.76846 8.69467 7.49586 2.23695 3.86209 internal_count=86175 1700 1308 492 336 156 156 117 392 131 261 244 53 191 84 62 107 67 816 752 379 194 185 83 148 132 64 373 71 47 is_linear=0 shrinkage=0.1 Tree=550 num_leaves=31 num_cat=0 split_feature=7 4 0 4 6 2 1 5 7 7 0 1 8 9 3 9 4 5 9 7 3 3 5 5 5 0 0 5 8 8 split_gain=0.420576 2.77218 3.25639 3.03926 5.28522 5.69964 3.45888 3.20076 2.66831 2.60627 2.77855 3.76377 2.79056 3.59313 3.07225 3.90364 3.73544 6.35293 2.88835 2.57988 3.03011 3.68025 3.15166 3.39535 2.68194 2.49112 4.23098 5.34673 4.06151 6.89992 threshold=97.963802337646499 0.21012333035469058 0.24000012129545215 0.18784166872501376 57.302055358886726 2231.453491210938 49.80999946594239 2.5273933410644536 98.23557281494142 97.732166290283217 0.074804998934268965 118.14445114135744 49.091092425000006 1.1326038241386416 65.085384368896499 1.2593680024147036 0.059196500107645995 2.6000032424926762 1.087821424007416 98.310241699218764 3490.775024414063 362.83680725097662 2.6199631690979008 2.6798100471496586 2.5300999879837041 0.33003500103950506 0.31274999678134924 2.740015029907227 83.351226575000013 83.507371530000015 decision_type=8 8 8 10 8 8 10 10 8 10 10 10 10 2 10 2 10 10 2 8 10 8 10 8 8 10 8 10 10 10 left_child=1 3 -3 9 5 6 -5 -8 -2 25 11 -11 -12 18 15 -15 -16 -18 -14 20 21 22 24 -24 -10 26 -1 -28 -27 -30 right_child=8 2 -4 4 -6 -7 7 -9 19 10 12 -13 13 14 16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 28 27 -29 29 -31 leaf_value=-0.0010605793345745795 0.020128495697625013 0.02857998000102549 -0.052830599566058047 0.051090239677695784 0.10838303464126708 0.11259913011546308 0.031151733390661674 -0.073873550302002489 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61.403454952145694 6.8762844463763022 2.1159480041824272 63.786450507628615 leaf_count=29412 615 58 222 35 48 26 34 53 27 45 76 41 47 70 67 68 88 53 43 47977 22 36 37 33 50 5142 583 103 15 1049 internal_value=0 -0.000814457 -0.032962 -0.000581958 0.030865 0.00849532 -0.0146514 -0.0418406 0.00059151 -0.000844419 -0.0208735 0.0256442 -0.030231 -0.0184667 -0.035545 -0.0682176 -0.00555433 0.0216876 0.0315577 0.000317821 -0.0318818 -0.043391 -0.0229336 -0.0683856 0.0159906 -0.000488094 -0.00162967 -0.0262396 0.00559374 -0.0177443 internal_weight=0 3708.96 26.6316 3682.33 30.479 23.6533 19.3508 13.6892 4990.24 3651.85 63.8324 10.6901 53.1423 42.0576 31.3535 15.0058 16.3477 12.3399 10.7041 4921.3 24.7575 22.3397 17.8142 8.21799 9.5962 3588.02 3020.97 68.2797 567.045 65.9024 internal_count=86175 37378 280 37098 196 148 122 87 48797 36902 598 86 512 436 346 138 208 141 90 48182 205 183 147 70 77 36304 30098 686 6206 1064 is_linear=0 shrinkage=0.1 Tree=551 num_leaves=31 num_cat=0 split_feature=0 4 6 6 7 4 8 8 5 5 2 5 8 1 1 9 5 5 6 4 5 4 8 9 0 6 0 2 1 5 split_gain=0.445525 2.87727 4.3227 3.4108 3.02571 8.87876 7.65659 5.81214 7.24443 5.00122 6.30507 4.21898 3.59819 5.0866 5.82719 3.98599 3.43912 3.34078 3.08206 2.92887 2.82079 2.7085 4.11399 4.42799 7.24155 4.52778 3.7326 3.66382 3.70165 2.84318 threshold=0.41564999520778662 0.045892000198364265 49.958759307861335 53.796087265014656 115.70485687255861 0.079994998872280135 47.632367260000002 60.751124400000009 2.6116249561309819 2.3904000520706181 43.501779556274421 2.6036032438278203 63.602178550000012 107.59039688110353 48.145000457763679 1.1661193370819094 2.5700099468231206 2.5001499652862553 57.435873031616218 0.18999666720628741 2.5673632621765141 0.029995999298989776 45.692128230000002 1.0132265686988833 0.46015000343322759 50.964384078979499 0.43000015616416937 2183.329956054688 273.60275268554693 2.7409050464630131 decision_type=10 10 10 10 8 10 10 10 10 10 10 8 10 8 10 2 10 10 8 10 8 8 10 2 10 10 10 10 8 10 left_child=-1 3 20 21 -4 -6 -7 9 11 -8 16 12 -9 14 -14 19 -11 -17 -12 -16 -3 27 23 -23 25 -25 -24 -2 -29 -28 right_child=1 2 4 -5 5 6 7 8 -10 10 18 -13 13 -15 15 17 -18 -19 -20 -21 -22 22 26 24 -26 -27 29 28 -30 -31 leaf_value=0.00019786470911875638 0.053123924630726606 0.014623763354979946 -0.00063654829375060025 0.064277568636175009 -0.1204928931674919 -0.088894058770607187 -0.027617300877892655 -0.086984760662396521 -0.12651381963290484 0.064569318467738515 0.17614468645028517 0.20120228381302363 -0.13338472849491992 -0.10174142167596921 0.12125148686317333 0.024047173096804021 -0.064464204179981638 -0.13024393138089688 0.067579428103208591 -0.011890496446568026 -0.077054590356214134 0.044408683571457989 -0.071932943646050046 0.080318264242997178 -0.093342090408980324 -0.069096415164316125 0.049478000044500647 -0.053968985206639598 0.11069206022443885 -0.02031623623972648 leaf_weight=8039.2853823168552 5.1044006451752528 4.4841088177026931 442.02576876547937 11.186116127666081 8.1630503311607736 10.702012959093734 8.1505748093040911 5.1459996254998321 5.7424117101909351 4.1793191228061932 4.8405838832259152 0.96839857927989115 2.1161523864138934 3.793851328897289 6.9104646526975575 8.2247762934130133 4.0841026795096695 1.6920550289796654 5.6872189184650788 2.1713822158053517 13.341623603841979 8.7991190411848965 3.2118461732679853 5.7099962532520312 11.378523061983286 3.1453409865498543 40.651381967378256 18.491690812976234 1.474087569862603 6.8151902837053049 leaf_count=77210 159 132 4808 255 187 556 107 131 154 29 27 18 33 71 78 195 49 79 41 28 482 115 46 36 81 24 590 340 21 93 internal_value=0 -0.00250788 -0.00556455 0.0117893 -0.00391897 -0.0214904 -0.0106294 0.00251812 -0.0233382 0.0378023 0.0661777 -0.00424025 -0.0108599 0.00486713 0.0240222 0.0415549 0.000795961 -0.00227868 0.117497 0.0894185 -0.0539927 0.0061858 0.0152023 -0.0148126 -0.0405662 0.0272474 0.0323975 -0.0224826 -0.0418119 0.039457 internal_weight=0 658.392 542.424 115.968 524.598 82.5724 74.4093 63.7073 36.7655 26.9418 18.7912 31.0231 30.0547 24.9087 21.1148 18.9987 8.26342 9.91683 10.5278 9.08185 17.8257 104.782 79.7114 29.033 20.2339 8.85534 50.6784 25.0702 19.9658 47.4666 internal_count=86175 8965 7205 1760 6591 1783 1596 1040 787 253 146 633 615 484 413 380 78 274 68 106 614 1505 985 256 141 60 729 520 361 683 is_linear=0 shrinkage=0.1 Tree=552 num_leaves=31 num_cat=0 split_feature=2 8 8 9 9 3 2 1 2 9 3 8 9 3 9 1 3 7 1 9 1 9 1 8 0 3 1 8 8 3 split_gain=0.408963 1.95473 4.31442 6.14995 13.7558 8.74008 6.28645 5.44153 6.1632 11.056 5.20096 4.9876 21.4142 7.89119 7.38736 5.98915 4.97286 4.73309 4.58379 9.78141 4.38869 7.80511 4.68124 4.28336 5.37925 6.3504 4.69505 4.82353 3.76633 9.29134 threshold=482.65499877929693 84.859308435000017 83.945794545000012 1.1677789688110354 1.1644290089607241 30.295001029968265 436.48014831542974 61.094999313354499 287.56500244140631 1.1226413846015932 119.62250137329103 83.89519991500002 1.1259250044822695 37.920721054077156 1.2210472226142886 96.87884902954103 45.620000839233406 95.183742523193374 98.759304046630874 1.1560110449790957 96.005779266357436 1.3295322060585024 77.375000000000014 85.351314280000011 0.099210001528263106 71.927349090576186 92.16300201416017 85.100540475000017 85.728648085000017 57.305452346801765 decision_type=8 10 10 2 2 10 8 10 10 2 10 10 2 8 2 10 8 10 10 2 10 2 10 10 10 10 10 10 10 10 left_child=1 2 11 4 7 -5 17 -4 18 -10 -11 -1 16 15 -15 -14 -13 20 19 -9 22 -22 -7 24 25 -3 27 -26 29 -25 right_child=-2 23 3 5 -6 6 -8 8 9 10 -12 12 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 28 26 -27 -28 -29 -30 -31 leaf_value=0.0011869324811458533 -0.00056168440584415181 0.012115370260150658 -0.12738494025498248 0.17173656118393449 -0.10029782859757522 0.027084538839087815 -0.052939407852577808 0.029327017609855746 0.0795309461572834 -0.13312182994346822 0.031409911584245484 -0.17872209651612903 0.032780801279270286 -0.1632356163091839 0.070228431692961044 0.22623016880517552 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4724 99 internal_value=0 0.000841073 0.0014988 0.0215242 -0.00260902 0.0460082 0.0325532 0.0242552 0.0329839 -0.0132732 -0.0852798 0.000824335 -0.0436874 0.0535179 -0.0345827 0.128911 -0.131913 0.0483087 0.0672588 0.0968363 0.0584021 0.0248037 0.0943596 -0.00780495 -0.0393903 -0.0655761 0.0169089 -0.0177992 -0.00222427 0.0338939 internal_weight=0 3437.33 3194.32 104.082 52.4163 51.6653 46.6708 41.1109 38.8733 16.5447 9.31625 3090.24 24.97 11.8804 5.47851 6.40187 13.0896 39.4082 22.3286 15.6566 36.3268 18.7794 17.5474 243.003 36.4883 24.9046 11.5836 8.92964 206.515 25.3301 internal_count=86175 33589 28467 646 290 356 324 232 207 89 58 27821 157 99 46 53 58 281 118 85 250 89 161 5122 246 131 115 99 4876 152 is_linear=0 shrinkage=0.1 Tree=553 num_leaves=31 num_cat=0 split_feature=8 8 0 3 3 9 4 2 1 9 1 0 7 5 1 7 3 6 2 2 4 7 6 3 4 0 7 6 1 5 split_gain=0.400657 3.67632 4.74494 4.72935 8.52648 2.75484 2.40095 4.08627 1.94584 4.59992 6.5912 5.09368 4.6808 4.52232 4.20345 3.36716 13.5727 3.16631 2.97341 2.16155 2.08745 4.89914 2.2924 3.40156 4.51569 4.99725 4.45093 6.76397 7.79613 3.73998 threshold=27.513094805000005 25.090244000000002 0.16470500081777575 108.79690170288087 277.30780029296881 1.099329471588135 0.058938499540090568 267.69500732421881 57.65950012207032 1.0895128250122073 123.35924911499025 0.35939337313175207 94.999534606933608 2.6131182909011845 91.284999847412124 98.818088531494155 113.11325073242189 56.720886230468757 677.77099609375011 77.08499908447267 0.19910333305597308 113.63326644897462 54.590385437011726 597.36499023437511 0.098001997917890563 0.53004997968673717 96.002998352050795 55.995513916015632 82.004386901855483 2.5799700021743779 decision_type=8 10 10 8 10 2 10 10 8 2 10 8 10 10 8 10 10 10 10 10 8 10 10 8 10 10 10 10 10 10 left_child=1 8 3 -3 -5 -4 -7 -8 13 20 11 14 18 -1 -11 16 -16 -15 -12 -19 22 -22 -10 24 -24 26 -26 28 -28 -29 right_child=-2 2 5 4 -6 6 7 -9 9 10 12 -13 -14 17 15 -17 -18 19 -20 -21 21 -23 23 -25 25 -27 27 29 -30 -31 leaf_value=-0.12274368349485719 0.00013082299350820084 0.1064997966565665 -0.090776626195228693 -0.12331978504493608 0.099136643683913922 -0.10603634809596177 -0.072039267162966422 0.044798386144858912 -0.0011101643354956773 -0.18737567181575399 0.063904275825556398 0.048596431895257863 0.14386764211277803 -0.14096065569894536 0.13535881131564115 -0.12394216050289063 -0.16253742149513994 -0.058123862241312954 -0.083934928687942181 0.11825406232188894 -0.11806186404433135 0.075188198881731047 0.10608260425300833 -0.082800651173340248 0.064212185005508612 -0.10707907519201841 0.088172285598345571 -0.0029731361492617704 -0.08675131532512434 0.085930697807400161 leaf_weight=1.3275976121145712 8351.6266006166188 4.179522302001712 12.036637813434938 4.0132952667772779 3.0191525630652905 3.0505184903740874 5.3606062643229944 6.778505876660347 196.24921637676198 3.8517811000347146 2.4452841281890851 2.8513591513037708 2.6266019269824028 0.60659170659891959 3.013053186237812 5.4484998099505901 3.106186980381608 0.78699643061372615 3.0664322040975094 5.9329269498120993 4.0494248679373177 1.9404641646469825 6.2857495868229298 3.026762389112263 17.941858140751719 3.083396486908895 3.2708961442112914 9.3215329032391328 11.526885997503994 9.6101721152663213 leaf_count=248 82571 22 155 37 27 20 32 34 1613 18 12 17 17 285 18 35 40 301 31 51 101 30 43 29 113 26 16 84 90 59 internal_value=0 -0.00337209 -0.0324966 0.0222537 -0.0278154 -0.0550431 -0.026727 -0.00679687 0.000342593 -0.00103904 -0.0408466 -0.0741886 0.0340078 0.0470747 -0.0968939 -0.0667656 -0.0158563 0.0778465 -0.0183458 0.0975978 0.00290861 -0.0554572 0.00425161 0.0206757 0.0258067 0.0165911 0.0239709 0.00256525 -0.0480863 0.0421565 internal_weight=0 339.808 38.4382 11.212 7.03245 27.2263 15.1896 12.1391 301.37 292.716 26.4092 18.2709 8.13832 8.65411 15.4195 11.5677 6.11924 7.32652 5.51172 6.71992 266.306 5.98989 260.316 64.0673 61.0405 54.7547 51.6713 33.7295 14.7978 18.9317 internal_count=86175 3604 327 86 64 241 86 66 3277 2392 188 128 60 885 111 93 58 637 43 352 2204 131 2073 460 431 388 362 249 106 143 is_linear=0 shrinkage=0.1 Tree=554 num_leaves=31 num_cat=0 split_feature=1 1 3 2 2 7 9 0 7 6 8 6 7 2 8 4 5 9 9 9 9 9 2 0 2 7 9 4 6 7 split_gain=0.427046 2.14459 4.17724 4.04171 5.32557 5.0134 4.08607 3.96258 4.99869 4.83398 5.81534 4.37785 3.85009 4.11567 8.47332 4.06501 4.98091 3.75389 4.93831 5.19093 5.38344 6.54558 4.85941 4.78948 5.13443 6.11351 3.90685 6.31882 3.72905 7.72362 threshold=122.09254837036134 132.85200500488284 126.61664962768556 31414.053710937504 5922.9660644531259 89.830139160156264 1.116006135940552 0.11237344890832902 90.432712554931655 52.255464553833015 73.244465885000011 55.664741516113288 94.363582611083999 1285.6154785156252 73.722831840000012 0.057559000328183181 2.6378600597381596 1.3491482734680178 1.33274382352829 1.3295322060585024 1.2924330830574038 1.2728846073150637 1076.699157714844 0.066814914345741286 842.31301879882824 98.391803741455092 1.3875452280044558 0.069995000958442702 57.514093399047859 99.411361694335952 decision_type=8 10 10 10 10 8 2 10 8 8 8 10 8 10 8 8 10 2 2 2 2 2 10 8 8 8 2 10 10 10 left_child=-1 2 28 4 5 -4 -6 8 -7 -9 11 -11 13 -10 15 -15 -17 18 19 20 21 22 23 -14 -25 -26 -19 -28 -2 -30 right_child=1 -3 3 -5 6 7 -8 9 12 10 -12 -13 17 14 -16 16 -18 26 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31 leaf_value=0.00035767921686375429 -0.024168807995905331 0.00091005146024150023 -0.041002772638315095 0.054520786668418642 -0.094489035586078796 0.11626203510498107 -0.01864970952514226 0.062760057422998491 -0.088084951967971836 0.013087302045604009 0.054467083233553565 -0.038579424150538513 -0.087656427572120249 -0.11733267619599015 0.14974235752444121 -0.064094632095448648 0.084926822283732273 0.071627460561832307 -0.081171718850395494 0.11875610944070597 -0.071607136098428295 0.12131959218665385 0.025431478649463452 0.027440624267672898 0.043537230402512471 -0.18754275834760975 -0.086458046422326629 0.076457553922195762 0.044333327201629524 -0.033297444703389072 leaf_weight=6841.1233464811812 172.17644068451136 1280.3738274583084 23.602465364887394 13.290844767803717 9.0394714181311411 3.3437482734734649 33.183535880353702 21.845791961464784 11.042844697447437 56.086138032595045 23.667073796212208 23.176820877873979 10.281471597496425 4.6699064658496345 2.7873066149186334 5.4636084903031605 3.8048690922441892 13.445754712214695 8.4591842929366958 3.4755212720483533 10.76667678027661 4.4875884384673546 28.293732536025345 14.106908005520379 1.9389453083276738 2.7956584106741502 5.2028703131982166 4.3890984590689186 26.330434273433639 24.969702441740083 leaf_count=66265 2150 13363 398 233 158 33 590 309 116 589 282 218 75 72 33 63 29 71 78 22 94 32 210 86 12 42 78 28 216 230 internal_value=0 -0.00135608 -0.00648127 0.00045588 -0.00172585 0.00315035 -0.0348861 0.0071048 -0.0045234 0.0200358 0.0109681 -0.00202026 -0.00750598 -0.0407049 -0.00942307 -0.0412519 -0.00291877 0.00105828 -0.00868639 -0.00063393 -0.00634381 0.00500708 -0.0040837 -0.0327585 -0.00280162 -0.0929094 0.0368454 -0.011911 -0.0171177 0.00654752 internal_weight=0 1846.5 566.124 342.648 329.357 287.134 42.223 263.532 138.756 124.776 102.93 79.263 135.412 27.7685 16.7257 13.9384 9.26848 107.643 84.6057 76.1465 72.671 61.9043 57.4167 29.123 18.8415 4.7346 23.0377 9.59197 223.477 51.3001 internal_count=86175 19910 6547 3951 3718 2970 748 2572 1174 1398 1089 807 1141 313 197 164 92 828 651 573 551 457 425 215 140 54 177 106 2596 446 is_linear=0 shrinkage=0.1 Tree=555 num_leaves=31 num_cat=0 split_feature=9 7 8 2 7 6 1 5 4 2 4 3 3 2 0 8 5 3 1 0 5 6 1 1 3 2 3 7 7 6 split_gain=0.39557 1.57771 1.60581 3.05473 4.61943 5.76995 2.17888 2.11068 2.00914 2.00555 2.27621 1.98509 2.18233 1.50434 1.46285 2.88518 1.50959 2.07011 1.32158 2.50982 1.22224 1.35516 1.76028 1.63385 1.85934 4.07146 2.60147 2.18528 1.52507 1.85253 threshold=1.0083022713661196 110.93072891235353 40.878328720000006 119.61317062377931 94.363582611083999 58.295309066772468 74.817810058593764 2.6475050449371342 0.13000332564115527 43.501779556274421 0.14539666473865512 1.7305999994277956 0.96234998106956493 9.5950002670288104 0.17000003904104236 41.920930845000008 2.5491399765014653 29.450950622558597 61.094999313354499 0.4379699975252152 2.6734716892242436 58.043684005737312 93.900451660156264 69.704998016357436 4.6003799438476571 66.224700927734389 1.224454998970032 101.0102996826172 92.49573135375978 54.867120742797859 decision_type=2 10 8 8 8 10 8 8 10 10 10 10 10 10 8 10 10 10 8 10 10 8 10 8 10 10 8 8 8 8 left_child=1 2 8 9 7 6 -6 -5 20 11 14 12 13 -4 -11 16 17 -16 -13 -20 21 22 -1 -23 25 26 -25 -26 -24 -30 right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 -12 18 -14 -15 15 -17 -18 -19 19 -21 -22 23 28 24 27 -27 -28 -29 29 -31 leaf_value=0.10816273223389211 6.7686757628435061e-05 0.096557239281235538 -0.11376296937699418 -0.033979515007747672 -0.0066263576407422677 0.049250990812155504 -0.10119873594143272 0.073894059118745234 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2.0349167876053116 3.6574429232568946 4.7116068839095524 5.1649372204847177 leaf_count=36 84475 43 101 30 37 28 220 32 368 21 25 17 14 22 42 94 31 19 20 23 34 134 26 33 22 10 88 55 34 41 internal_value=0 -0.00601717 -0.00743892 -0.0168739 -0.040806 -0.0635303 -0.0864724 0.0276275 0.00851133 0.00216397 0.0193648 -0.0290603 0.0239266 -0.0341783 0.0306307 0.03966 0.0041867 -0.0231565 -0.0573053 -0.0222422 0.0128928 0.0179436 0.0392351 -4.15713e-05 -0.0245924 -0.0828365 -0.0239214 0.00382488 0.0234757 0.00378175 internal_weight=0 108.185 106.706 67.0463 29.7049 22.2999 18.5304 7.40501 39.6595 37.3414 24.0776 13.2639 4.61195 2.69155 21.2276 18.982 10.3847 6.85765 8.65192 4.79368 38.2115 35.389 16.205 19.184 11.2337 3.68367 2.80332 7.55006 13.1894 9.87654 internal_count=86175 1700 1657 776 347 285 257 62 881 429 232 197 137 123 207 186 92 61 60 43 513 479 137 342 208 131 121 77 101 75 is_linear=0 shrinkage=0.1 Tree=556 num_leaves=31 num_cat=0 split_feature=0 2 8 9 9 6 9 9 9 8 6 0 7 7 9 6 1 5 8 9 8 5 6 2 7 0 6 0 5 6 split_gain=0.395809 0.736783 0.621275 0.386666 7.69421 7.96577 3.93046 7.22406 10.0662 6.37062 6.98711 6.61747 6.1266 5.42896 7.37872 5.06346 4.68287 5.51176 7.01161 8.04771 6.50069 5.44602 5.17727 6.65894 5.13212 4.74093 4.6286 4.80041 4.57722 4.23566 threshold=1.7934499979019167 21.717584609985355 72.513157530000015 1.4366575479507449 1.4225609302520754 58.665687561035163 1.4649919867515566 1.5024287104606631 1.4775379896163943 74.680035045000011 55.219902038574226 0.14911996573209765 92.214447021484389 101.85602951049806 1.4711266160011294 61.834878921508796 95.72259902954103 2.6199631690979008 74.879702425000019 1.4507968425750735 75.01961497500001 2.6312500238418584 58.123060226440437 1580.6350097656252 96.909748077392592 0.050005000084638603 54.065002441406257 0.089829999953508391 2.4904099702835087 53.337013244628913 decision_type=10 10 10 2 2 10 2 2 2 8 10 10 8 10 2 10 10 10 10 2 10 10 10 8 10 8 8 10 10 10 left_child=3 2 -2 4 -1 -6 12 8 9 10 29 -11 -5 -12 -15 -10 17 18 25 -20 -21 24 23 -22 26 -14 -18 -28 -17 -8 right_child=1 -3 -4 6 5 -7 7 -9 15 11 13 -13 16 14 -16 28 21 -19 19 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-7.1086712003682917e-05 -0.10150796512048735 -0.070963462011399012 0.064023147588340282 -0.12001408572942572 -0.098640205751913318 0.14077783090359133 -0.087482086411385551 0.002157762314009245 -0.10576635530714021 0.20455343383396404 -0.10626792424875105 -0.11855737470112754 -0.11776363685697422 0.098433438312514859 -0.083551925767804763 0.14877048485172745 0.11112878653345787 0.11821400783788645 0.065882711610541683 0.081264727419449442 0.049897357607403797 -0.1366855566197934 -0.1216822017139817 -0.044102049189178753 0.1007167102531928 -0.016059760690243906 0.036674730085783494 -0.096572394584598584 -0.062406594219183591 0.067295216382053852 leaf_weight=7878.6714838062544 0.29524797493922894 2.0833641580948097 0.97714615240693092 3.1865748483905909 12.954018046706549 1.5566749513454841 2.11348218249623 583.69238908902298 19.76989137418423 2.6695878847094714 9.5458332058624382 0.83121282325009804 5.5585029795765877 4.2119233759149193 4.7299438677728176 1.5812698220834125 4.1877513548533871 4.5022785912733516 26.784833269193769 7.4476270601153365 12.440402070060374 1.452534027477667 4.5016541033983222 19.117195862578228 16.293494953402842 26.127627149224285 7.5031653512269258 4.2268500067293644 2.9248685903439764 10.819452132840523 leaf_count=72704 106 220 25 771 969 39 122 8065 1290 221 103 53 27 36 35 11 30 27 245 41 110 313 20 117 104 148 51 25 48 99 internal_value=0 -0.0343448 0.0256131 5.57671e-06 -0.000205077 -0.072956 0.00212041 -0.00121808 -0.0345042 -0.00012271 -0.0143795 0.127836 0.0170948 -0.0538205 0.00216937 -0.0839624 0.0202123 0.00993416 0.00515365 0.0227587 -0.00379035 0.0527227 -0.0213575 -0.0070463 0.0612639 -0.033901 0.0208798 -0.0113402 0.0116985 0.0420017 internal_weight=0 3.35576 1.27239 8679.4 7893.18 14.5107 786.22 642.89 59.1975 34.9214 31.4206 3.5008 143.33 18.4877 8.94187 24.276 140.144 106.48 101.978 70.2917 43.5069 33.6638 36.0593 31.5576 32.2113 31.6861 15.9178 11.73 4.50614 12.9329 internal_count=86175 351 131 85824 73712 1008 12112 10083 2018 669 395 274 2029 174 71 1349 1258 735 708 533 288 523 247 227 210 175 106 76 59 221 is_linear=0 shrinkage=0.1 Tree=557 num_leaves=31 num_cat=0 split_feature=9 2 1 2 3 2 4 5 3 6 0 9 9 8 2 3 6 6 1 9 7 8 5 1 5 5 1 2 9 0 split_gain=0.380206 0.93839 0.885785 0.603023 0.474653 0.391977 2.01683 2.95671 1.78023 1.77917 1.76547 1.59555 2.26595 5.48855 2.889 3.14251 1.82439 3.59791 3.59243 3.73609 3.09934 2.40045 2.20372 3.56959 3.2178 2.78204 3.6372 2.32824 2.03279 2.02724 threshold=1.0016464591026308 69.795700073242202 87.354000091552749 77.08499908447267 5.4737000465393075 55.204999923706062 0.071003500372171416 2.4801000356674199 723.62567138671886 58.474561691284187 0.43000015616416937 1.5962566137313845 1.3566636443138125 76.526457160000021 39.329999923706062 9.5827898979187029 55.664741516113288 58.975288391113288 162.71350097656253 1.0148731470108034 100.50041580200197 49.585035525000009 2.5777766704559331 113.19015121459962 2.6390450000762944 2.6937448978424077 85.037765502929702 47.444999694824226 1.067902743816376 0.1827034801244736 decision_type=2 10 10 10 10 8 8 10 8 10 8 2 2 10 10 10 8 8 8 2 8 10 10 10 10 10 10 10 2 8 left_child=1 -1 3 -3 -5 6 7 -2 11 10 -9 12 16 14 15 -14 -8 18 19 20 -18 -21 -19 25 27 -24 -27 -25 -23 -30 right_child=5 2 -4 4 -6 -7 8 9 -10 -11 -12 -13 13 -15 -16 -17 17 22 -20 21 -22 28 23 24 -26 26 -28 -29 29 -31 leaf_value=-0.10791735459256642 -0.16973768931215111 0.15892929885346879 -0.10959919222909242 -0.10938670534947433 0.085522289578570596 -0.00011988204756822169 -0.024867772241242956 -0.025007976352364798 -0.088334763104011269 0.060101775079682722 -0.18832499460118338 0.047010545838830235 0.083947007424925724 -0.11529405244672385 0.085781094908450303 -0.11197378783422246 -0.13009991833600451 0.0076891715699445688 -0.088436447617481151 0.11719947205740296 0.022752751015888521 -0.03023395040112975 -0.071180596151861605 0.10917562210117973 -0.062023903976426237 0.15651834263851094 -0.075836542846489011 -0.021008953565459815 -0.019543070272974829 0.070055368725146408 leaf_weight=1.0982698534389777 1.5031686170269711 0.4207433760166166 0.3872275623580208 0.2294477708710474 0.27432242780923843 8397.1503255206135 17.027362087021174 5.4936028896008784 2.012988286514882 2.1878809878617176 0.75258193979971011 9.1859733280725759 1.2675379099546247 5.1999560376279987 3.4354570132418303 2.3119025777341449 1.9520032540895034 163.93522762118573 2.1394369862973681 5.8423152898030848 4.1400861761649139 3.0749744684435454 13.348008866887545 4.1734035916160774 2.8474478366551921 1.3458824711124173 1.348900261800736 2.0478366240859032 2.9554706644266808 17.347570956859279 leaf_count=271 79 2 20 44 3 81723 218 144 24 57 22 121 100 127 117 105 18 1903 14 82 59 39 154 45 29 424 14 13 27 177 internal_value=0 -0.0397225 0.0173744 0.0705567 -0.00325119 2.18468e-06 0.00370424 -0.0405307 0.00535095 -0.0175026 -0.0446855 0.0060628 0.00459199 -0.0374375 0.0202755 -0.0425951 0.00670012 0.00907328 0.0373898 0.0450131 -0.0262237 0.0598651 0.00346352 -0.0241228 0.0260237 -0.0524697 0.0402108 0.066323 0.0455369 0.0570127 internal_weight=0 2.41001 1.31174 0.924514 0.50377 8674.03 276.877 9.93723 266.94 8.43407 6.24618 264.927 255.741 12.2149 7.0149 3.57944 243.526 226.499 37.4519 35.3124 6.09209 29.2203 189.047 25.1115 9.06869 16.0428 2.69478 6.22124 23.378 20.303 internal_count=86175 340 69 49 47 85835 4112 302 3810 223 166 3786 3665 449 322 205 3216 2998 416 402 77 325 2582 679 87 592 438 58 243 204 is_linear=0 shrinkage=0.1 Tree=558 num_leaves=31 num_cat=0 split_feature=5 3 3 7 9 9 6 3 2 4 8 9 7 5 9 0 4 9 8 0 0 0 6 1 1 9 4 2 0 0 split_gain=0.379063 4.44056 5.34357 7.57605 4.25784 13.3301 10.9801 5.76509 4.79284 8.79377 7.79686 5.32363 9.19952 6.56618 4.64819 7.82304 5.88353 5.81507 10.2833 4.54484 4.33897 5.59218 4.17288 5.37656 4.88559 4.07368 5.48809 4.07297 3.75602 3.66511 threshold=2.6498100757598881 30.295001029968265 12.087590217590334 84.420028686523452 1.1946979165077212 1.2012907266616824 52.729789733886726 20.755000114440922 945.13940429687511 0.093896500766277327 68.343569515000027 1.2905700802803042 87.55328750610353 2.7089099884033208 1.116006135940552 0.35939337313175207 0.15408100187778476 1.1510209441185 63.602178550000012 0.61000007390975963 0.19215000420808795 0.58004999160766613 57.435873031616218 110.6290969848633 69.203296661376967 1.2924330830574038 0.077362999320030226 10274.441406250002 0.080014999955892577 0.27952314913272863 decision_type=10 10 10 10 2 2 10 10 10 10 10 2 10 8 2 10 10 2 8 10 10 8 8 10 10 2 10 10 10 8 left_child=-1 2 28 -4 14 6 19 8 -7 10 11 12 13 -10 16 -16 22 -17 -19 -6 -12 -22 23 24 -5 -13 -27 -23 -2 -9 right_child=1 -3 3 4 5 7 -8 29 9 -11 20 25 -14 -15 15 17 -18 18 -20 -21 21 27 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0004034642569966042 -0.03313771203493282 -0.0012697192174770636 -0.076276438211266298 0.075632066488250896 0.082027486228426219 0.05877943969223292 -0.18465222222990135 -0.0454561482455694 0.10522629008996287 -0.1130312240840937 -0.038510821585083524 0.086561450591661426 -0.1518370695885036 -0.062665665771198573 0.080169358198362323 0.070611884765728342 0.079487681222453505 -0.17724140953347539 0.02591606682442987 -0.09759106183603572 0.099556243885912429 0.065335093512851286 0.080744392353155697 0.079802466812794265 -0.086680346127543037 -0.086209903394841428 0.062575634145836653 -0.09035891638716359 0.0037449313996047377 0.02782618061147802 leaf_weight=6386.3742279879843 31.355956110841362 1775.3456906336214 7.9501642673058077 2.16525465255837 3.4333442170172912 41.178592378972098 5.9728698320686817 18.344884191370511 4.0352551043033573 4.9288743659853926 3.8785367989039541 7.2010890729725388 5.746556978672742 5.510548997670413 41.698071303428151 7.3830394055694368 8.3353038504719716 3.800135284662244 7.2352742800139831 2.3888170458376408 21.268527872220147 3.7362064346671131 3.4975590556859961 3.1744087825063607 12.918924204335779 4.9876738133461895 4.9291975237429142 3.053363025188446 231.19056294120674 10.867917282626879 leaf_count=57200 342 22927 240 53 58 453 40 330 22 24 71 40 29 36 350 92 49 22 118 19 224 40 24 22 116 104 27 15 2889 199 internal_value=0 0.00109675 0.00929975 0.0197752 0.022935 0.0126914 -0.0893938 0.0213126 0.031761 0.0157008 0.0255615 -0.00899251 -0.0518722 0.00830655 0.0401344 0.0561943 0.00804992 0.00191649 -0.0440429 0.00833048 0.0606281 0.0743323 -0.0193196 -0.0384876 -0.0633813 0.0293141 -0.0122558 -0.00468265 -0.000659966 -0.0181932 internal_weight=0 2287.51 512.167 249.62 241.67 151.462 11.795 139.667 110.454 69.2758 64.347 32.4103 15.2924 9.5458 90.208 60.1165 30.0915 18.4184 11.0354 5.82216 31.9366 28.0581 21.7561 18.2586 15.0842 17.118 9.91687 6.78957 262.547 29.2128 internal_count=86175 28975 6048 2817 2577 1731 117 1614 1085 632 608 258 87 58 846 582 264 232 140 77 350 279 215 191 169 171 131 55 3231 529 is_linear=0 shrinkage=0.1 Tree=559 num_leaves=31 num_cat=0 split_feature=0 8 8 9 9 8 7 0 6 9 3 1 9 8 9 9 7 2 9 9 1 7 6 7 1 9 9 9 9 3 split_gain=0.417485 4.30569 4.72664 13.2428 4.56064 7.55584 5.7834 6.16174 5.29204 5.22104 4.37877 3.71102 7.54787 14.0868 13.5579 10.9082 6.03589 6.69826 6.01026 9.16564 5.69382 5.53799 5.43622 6.01614 6.12088 7.17181 5.3124 6.72215 5.57277 7.08415 threshold=0.12999981641769412 84.004879095000021 83.823592210000001 1.203055262565613 1.2593680024147036 88.27951542000001 99.809799194335952 0.11982686817646028 50.808137893676765 1.2543222308158877 87.225002288818374 87.080352783203139 1.222699046134949 59.392466590000005 1.1644290089607241 1.2526250481605532 93.559375762939467 1115.8455200195315 1.2712075710296633 1.2762882113456728 79.095760345458999 108.04341888427736 51.23481750488282 102.89816665649415 137.54299926757815 1.024965286254883 1.2509382963180544 1.2492841482162478 1.2476399540901186 50.295619964599616 decision_type=8 10 8 2 2 10 10 10 10 2 10 10 2 10 2 2 8 8 2 2 8 10 8 10 10 2 2 2 2 10 left_child=1 2 11 -4 9 6 8 -8 -6 -3 -7 12 13 16 -15 26 17 -1 -17 20 -20 -21 -13 -24 -25 -26 27 28 29 -14 right_child=-2 4 3 -5 5 10 7 -9 -10 -11 -12 22 15 14 -16 18 -18 -19 19 21 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=0.084292443987043761 -0.00041114624126026186 -0.0016862815412519107 -0.13639750135947745 0.088509395912020977 0.023098148478474283 -0.10472964369278748 0.11459796276263057 -0.18426637499265705 -0.055729171563065928 0.10028470895010846 0.039351271341257189 -0.015404261881241211 -0.04383509250138639 -0.013860631748249497 -0.083589571366421894 -0.054228854612301584 0.03022572676712091 -0.073722630219869231 0.15247224582232408 -0.0096898068817163081 -0.0014718731879628305 0.099007690386109445 0.0075101207563720547 -0.0094589830391948043 0.051395585331766559 -0.13404993032722878 0.13785571805207661 -0.095821451835223448 0.12443751291615435 0.052449757673346337 leaf_weight=3.4132020147499107 6453.0214307604092 64.898988600427401 3.1274731680750874 16.071705533191562 9.6635192614776297 2.350143092076908 4.1385480737881144 0.82784371633897524 71.762230499618454 5.4422132527106433 20.583016152428172 129.6317626024811 10.061144756153224 66.577545579002617 47.980244201142341 23.219836888369173 53.279048398076839 12.533703510183841 6.160453021526334 140.9809827330464 3.9386568702757367 4.8483875654637805 1384.3946403183152 69.659572618678794 2.7587014883756629 8.5449865330010635 5.3683875221759072 3.7381308879703274 7.2182405441999427 31.772153070196509 leaf_count=25 64878 1446 23 147 175 193 123 18 1741 130 468 1661 54 752 381 222 405 89 31 1196 32 38 10919 524 15 97 35 39 46 272 internal_value=0 0.00118002 0.00248999 0.0518729 -0.0136594 -0.0264392 -0.0399841 0.0647805 -0.046374 0.00620309 0.0245862 0.00201972 -0.00633024 -0.0215436 -0.0430652 0.00545188 0.0140711 -0.0399018 -0.00676387 0.000304307 0.092434 -0.00607594 0.00422417 0.00596059 -0.020535 -0.0887914 0.0430809 0.0334429 0.0432939 0.0292927 internal_weight=0 2214.95 2035.28 19.1992 179.667 109.325 86.3921 4.96639 81.4257 70.3412 22.9332 2016.08 421.09 183.784 114.558 237.306 69.226 15.9469 179.148 155.928 10.0991 145.829 1594.99 1465.36 80.9633 11.3037 58.1581 52.7897 49.0515 41.8333 internal_count=86175 21297 17003 170 4294 2718 2057 141 1916 1576 661 16833 3617 1652 1133 1965 519 114 1519 1297 63 1234 13216 11555 636 112 446 411 372 326 is_linear=0 shrinkage=0.1 Tree=560 num_leaves=31 num_cat=0 split_feature=1 2 7 9 4 8 4 6 3 6 8 0 3 8 5 3 4 0 9 8 0 1 0 2 0 8 8 8 1 6 split_gain=0.484298 1.97763 3.49131 5.77677 3.32875 2.94624 2.89153 5.49635 5.67754 5.12672 7.0726 5.28909 4.43114 4.42494 6.48336 3.62441 2.72586 8.78453 6.32074 9.93894 5.08477 4.40935 4.3716 2.41606 2.25098 2.22294 3.79636 9.98137 8.64122 7.6723 threshold=122.09254837036134 84.02875137329103 108.62688064575197 1.2309741973876955 0.1563455015420914 47.827284630000008 0.12140499800443651 57.590518951416023 29.450950622558597 53.062681198120124 68.008555565000009 0.60015001893043529 70.163276672363295 65.504867765000014 2.6364799737930302 43.264999389648445 0.11695516481995584 0.3335500061511994 1.1577662825584414 69.08872266500002 0.12254672870039941 139.81220245361331 0.17814847826957705 423.93499755859381 0.50554999709129345 25.090244000000002 47.108760685000007 40.321323380000003 139.81220245361331 53.461326599121101 decision_type=8 8 10 2 10 10 10 8 10 10 10 8 8 8 10 10 10 8 2 10 10 10 8 10 10 8 8 10 10 10 left_child=-1 5 4 -4 6 -2 16 9 13 -8 11 -11 23 -9 -15 -12 25 18 20 22 -18 -22 -20 -10 -7 -3 27 28 -27 -30 right_child=1 2 3 -5 -6 24 7 8 12 10 15 -13 -14 14 -16 -17 17 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.00038289797974950092 0.073091214202808549 0.018958391611602371 -0.12478371528510812 0.013615491855823149 0.049184413658332919 0.017121976762833814 0.031900848417187752 0.034750484288999489 0.043353484984523669 -0.091351427319766851 0.046112752700161762 0.056500482329624402 -0.02279323547652045 -0.1245274800800337 0.12706782415596612 -0.059182195668618098 -0.16761809346400974 0.12448875232679793 0.11260590417259085 -0.067684431447436716 0.050540158047967833 -0.10729067845293142 0.006055764057050615 0.13829248783113732 -0.031954454559808138 -0.10429336970260272 -0.0010112809400092679 -0.054098830179909442 -0.034233719139022907 0.03462537109334636 leaf_weight=6822.3678593504983 7.7975949081148874 49.844195433519417 6.0421245617326331 6.0215426190661674 12.752236758125944 49.173590771297313 8.538275314436758 5.4446329418569812 5.2696331143306416 28.741900660679679 8.7259249016642553 2.6419026591902357 4.942754404619337 6.2984314855702914 1.2231229584594983 5.2274558600038281 3.1669490132480842 7.2069947194540864 10.56911773234606 7.0808483380824319 4.2123960554599762 3.0529322996735573 6.0575912632048157 5.4556442014873028 11.53914400389476 6.8996780570596448 1443.1455937324361 49.697386454834486 23.748341307044029 50.779450587928295 leaf_count=66265 267 498 57 61 93 554 53 34 29 205 40 23 44 39 103 28 25 39 59 39 30 15 34 27 154 69 16360 395 232 304 internal_value=0 -0.00144469 -0.00208895 -0.0557022 -0.00172161 0.0152263 -0.00209299 -0.0203661 0.0150368 -0.0391823 -0.0525692 -0.0789052 0.0555443 -0.0339116 -0.0836141 0.00666535 -0.00118772 0.0241678 0.0029898 0.0315328 -0.0618747 -0.0157813 0.0737866 0.0916463 0.00779444 -0.00183322 -0.00249152 -0.0187828 0.00277146 0.0126834 internal_weight=0 1841.3 1772.79 12.0637 1760.72 68.5103 1747.97 82.5097 28.6342 53.8755 45.3372 31.3838 15.668 12.9662 7.52155 13.9534 1665.46 41.3468 34.1398 23.7076 10.4323 7.26533 16.6267 10.7253 60.7127 1624.11 1574.27 131.125 81.4275 74.5278 internal_count=86175 19910 18935 118 18817 975 18724 625 276 349 296 228 100 176 142 68 18099 241 202 132 70 45 93 56 708 17858 17360 1000 605 536 is_linear=0 shrinkage=0.1 Tree=561 num_leaves=31 num_cat=0 split_feature=1 9 8 3 9 8 4 6 1 9 4 3 2 9 4 7 2 3 0 9 4 3 7 8 7 2 5 2 6 9 split_gain=0.394035 1.83957 7.22108 6.99663 5.6893 11.7587 10.3389 8.97326 10.0562 7.30107 9.72428 5.71621 5.29566 9.13954 4.8942 5.48069 6.87903 4.23555 4.64847 6.16682 4.14278 3.91496 3.67833 3.58954 6.40518 3.55499 6.28442 4.88036 3.53799 3.4855 threshold=122.09254837036134 1.0943974852561953 68.343569515000027 325.70500183105474 1.067902743816376 52.66233285500001 0.052423998713493354 53.030780792236335 136.95379638671878 1.0646093487739565 0.07200499996542932 147.87545013427737 585.38000488281261 1.0727607607841494 0.061234999448060996 88.204822540283217 532.92172241210949 115.26855087280275 -0.019999990239739415 1.0613657236099245 0.085270501673221602 386.97500610351568 88.639492034912124 69.293986920000023 102.42935180664064 2964.390014648438 2.6036032438278203 2412.693969726563 56.100383758544929 1.079471290111542 decision_type=8 2 8 8 2 10 10 10 10 2 8 10 10 2 8 8 10 10 10 2 10 10 8 8 8 10 10 8 8 2 left_child=-1 2 3 4 9 6 29 8 -7 17 -11 -10 13 -8 15 -5 -17 18 -2 -20 -15 -16 -19 -4 -25 27 -27 -24 -12 -6 right_child=1 -3 23 14 5 7 12 -9 11 10 28 -13 -14 20 21 16 -18 22 19 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31 leaf_value=0.00034460502863651801 -0.10974498480886422 -0.0033271410135638289 0.13153919406149719 0.052859825950812261 -0.029621232637586415 0.18332720054935803 0.13429939266041788 -0.07624635580750766 0.10738008137354277 -0.1076359997452685 -0.0660844053916088 -0.011451480090536682 0.11594438577685318 0.021838914822535513 -0.057544457383791173 0.055286459444813918 -0.1025726806604995 -0.047552180741577785 -0.0044039730071739214 0.12107502250869753 -0.14465539114157416 0.0033398610566698129 0.028766420470276857 -0.090548911907488983 0.070235472543481975 -0.0099779211867717255 0.15512601311363922 -0.12478030023665652 0.13456438468222542 0.037000038766318327 leaf_weight=6822.4269419992597 4.0811283523216835 1305.0436233414041 5.4367034141905632 3.6430722400546101 12.329308820888398 3.2460106536746016 4.8893895298242551 14.609492905990917 4.516453454270958 12.80403901170939 1.2924687862396265 39.031201180070639 24.449957825243473 3.5057247616350651 13.309791725939474 3.2328551523387459 18.893207171873655 6.2974631506949654 201.60768822615728 3.9942913483828297 2.6050051897764206 51.143384149298072 47.281919168308377 3.1305357478558991 11.88059641700238 3.8615046888589841 5.72102294373326 2.1647741198539725 2.7455884823575616 21.630453445017338 leaf_count=66265 23 15496 35 19 74 18 32 100 53 96 13 399 152 32 191 28 287 49 1428 36 13 410 560 16 77 19 32 10 62 150 internal_value=0 -0.00130492 0.00364335 0.00132 0.00671626 0.0240458 0.0522452 -0.00783065 0.0135295 -0.00105114 -0.064964 0.000872885 0.0900198 0.0323974 -0.0239599 -0.0607945 -0.0795078 0.002863 -0.00406399 -0.00196625 -0.0491376 -0.00923295 0.025097 0.0619191 0.0367043 0.0328475 0.0885935 0.0220442 0.0703423 0.0128128 internal_weight=0 1838.38 533.335 512.887 422.665 130.813 69.4098 61.4032 46.7937 291.852 16.8421 43.5477 35.4501 11.0001 90.2223 25.7691 22.1261 275.01 209.683 205.602 6.11073 64.4532 65.3267 20.4478 15.0111 59.0292 9.58253 49.4467 4.03806 33.9598 internal_count=86175 19910 4414 4286 3351 1023 453 570 470 2328 171 452 229 77 935 334 315 2157 1487 1464 45 601 670 128 93 621 51 570 75 224 is_linear=0 shrinkage=0.1 Tree=562 num_leaves=31 num_cat=0 split_feature=8 9 7 8 6 5 7 4 5 6 0 3 9 7 0 5 0 2 3 3 7 7 1 8 1 9 9 9 7 0 split_gain=0.40719 3.23848 1.90233 5.17811 4.62615 3.48904 4.67476 5.24535 4.81213 5.48654 4.63929 3.71312 3.18362 4.97689 5.25677 3.58062 3.09479 3.30358 2.87527 2.84022 2.75186 2.56104 4.10594 3.99942 3.34867 7.67958 3.16011 5.33011 3.55892 3.27935 threshold=27.513094805000005 1.1026969552040102 96.70874404907228 25.090244000000002 52.050189971923835 2.6872649192810063 97.277572631835952 0.10502399876713754 2.5850065946578984 53.092426300048835 0.064226582646369948 300.02999877929693 1.0977049469947817 106.21330642700197 0.46015000343322759 2.5100499391555791 0.32000008225440985 317.81999206542974 42.179998397827156 243.87955474853518 98.559455871582045 93.792598724365249 197.17499542236331 8.0257143200000005 145.22690582275393 1.0895128250122073 1.024965286254883 1.0099684596061709 93.435150146484389 0.084713350981473937 decision_type=8 2 10 8 10 10 10 10 10 10 10 8 2 8 10 10 10 10 10 8 10 10 8 10 10 2 2 2 10 10 left_child=1 2 21 4 -4 6 -6 8 -8 -10 -9 -11 13 15 -15 -12 17 -17 -5 -19 -13 22 24 -23 25 26 27 -1 -29 -28 right_child=-2 -3 3 18 5 -7 7 10 9 11 12 20 -14 14 -16 16 -18 19 -20 -21 -22 23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.013851173123994072 0.00013343558468901321 -0.12556771745101178 -0.12535983020229688 0.015864583615097638 -0.091550318809397513 0.059707048219006867 -0.073068185202508629 -0.13739791559798939 -0.037727123589511441 0.12476443971459972 0.076992695740925876 0.10804010392515034 -0.11218024559104628 0.051336601489695738 -0.10663424594920597 -0.093408135537615372 0.042103274975019471 -0.00098639051524818306 -0.11472211101195251 -0.08965636022486094 -0.023526346920589202 -0.021162802594126728 -0.11791267523612139 0.035206260193413511 0.047504287424673254 -0.10663500057154476 0.069566181221788231 -0.11363002182320206 0.033728601808441394 0.0014263719469029064 leaf_weight=10.769235911288947 8320.2745083816626 2.1567301228642455 3.1864256225526324 2.201484162360428 6.3145764656364909 8.1632359010363853 3.4050006400793817 3.074408844113349 4.8696445319801596 9.2182861752808058 2.9707348402589551 2.5816272795200357 2.983841821551322 18.240094436332587 2.3815617679720154 10.69346369430423 4.2669445292558512 14.013120393268766 7.2020932026207447 4.8671020874753586 4.1379459034651518 17.324711394088808 3.105466156848137 46.025176301598549 12.647290604189037 7.223321749130263 7.5872867237776509 8.6791451972542273 2.020507412031292 102.20422859421524 leaf_count=384 82571 15 29 16 42 380 29 21 39 52 26 19 14 134 42 67 32 116 81 59 34 187 98 342 75 101 60 275 16 819 internal_value=0 -0.00342493 -0.00263232 -0.0130492 -0.0067038 -0.00300364 -0.00844855 -0.00246532 0.0371365 0.0551707 -0.0175675 0.0835547 -0.0114698 -0.00623753 0.0330928 -0.0282703 -0.0375109 -0.0489978 -0.0841503 -0.0238445 0.0270208 0.00286234 -0.00409066 0.0197906 -0.00175182 -0.00625023 -0.000726009 -0.0358144 -0.085803 0.00613526 internal_weight=0 334.515 332.358 114.772 105.368 102.182 94.0184 87.7038 24.2125 20.8075 63.4913 15.9379 60.4169 57.433 20.6217 36.8114 33.8406 29.5737 9.40358 18.8802 6.71957 217.586 154.236 63.3499 151.131 138.484 131.26 21.4689 10.6997 109.792 internal_count=86175 3604 3589 1232 1135 1106 726 684 173 144 511 105 490 476 176 300 274 242 97 175 53 2357 1828 529 1730 1655 1554 675 291 879 is_linear=0 shrinkage=0.1 Tree=563 num_leaves=31 num_cat=0 split_feature=9 7 1 7 0 1 0 9 1 5 1 2 7 1 1 2 3 4 0 8 8 2 1 3 1 2 6 7 1 3 split_gain=0.382024 1.29748 1.28754 1.23724 2.77985 2.4431 2.37319 2.06747 1.96661 1.85583 1.69791 2.31034 3.58695 3.43291 1.90416 1.69477 4.4562 1.62532 1.65377 1.61737 2.14269 1.67311 1.59625 2.78107 2.88673 2.99858 1.46942 1.43701 1.25143 1.19639 threshold=1.0083022713661196 110.93072891235353 40.679105758666999 94.363582611083999 0.23959012329578402 123.78184890747072 0.16223328560590747 1.0049744844436648 131.06404876708987 2.6429100036621098 119.78649902343751 154.21499633789065 97.497509002685561 48.145000457763679 73.243469238281264 47.444999694824226 5.4737000465393075 0.14186333864927295 0.44810657203197485 47.827284630000008 39.379337840000005 594.77999877929699 61.094999313354499 2.59309995174408 82.942451477050795 9.5950002670288104 57.808019638061531 99.309829711914077 98.433982849121108 339.02232360839849 decision_type=2 10 8 8 8 8 8 2 10 10 10 8 10 8 8 10 8 10 10 10 10 10 8 10 10 10 10 10 8 10 left_child=1 2 -1 4 5 -4 19 -6 -7 -10 11 15 13 -13 -15 16 22 18 27 20 29 -22 -8 24 25 -24 -16 28 -17 -5 right_child=-2 -3 3 6 7 8 10 -9 9 -11 -12 12 -14 14 26 17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.080658356225933869 6.8417347614817389e-05 0.092047701928062442 0.12209726065207945 -0.0085889127210794034 -0.10937866067095192 -0.070711212120514733 -0.046099728553199298 0.0042003868490494874 -0.027328527907999285 0.090242084225324426 0.030377839232665495 0.10659223504142826 0.023834966926786886 -0.22631916175087319 -0.095326973745084365 0.013951143675648437 -0.10184569668575512 -0.056902375864128253 0.097035468936412517 -0.1115578796849926 0.091155220951052413 -0.054426925091903638 -0.11959081648890398 0.11818324141597276 -0.10176728909166062 0.078782751199341597 0.0094235719063244915 0.066414064020010669 -0.052117961947184613 -0.13208724812497016 leaf_weight=1.6400501669143626 8545.9431475319543 1.3329006921794633 3.1137759275734398 1.2643173957753808 2.3644460864470629 1.9151307232677943 4.1475561593297252 4.974384605884552 2.1432167245075107 3.5939291100949049 10.205110718845388 0.95168390373987755 5.2412569522857657 0.95516006267143794 8.3312677141843192 14.622489251778473 5.4100168520035359 2.9239518580143331 2.6217169761657706 3.7104542721062899 1.85239942658518 1.375675708055496 0.95456566346365423 2.522107291915745 2.1152157923552295 3.7769925144966692 1.5956501821056015 4.1184120140969744 3.5660445615649214 2.066637272015214 leaf_count=248 84475 43 23 34 62 18 41 32 25 33 126 50 40 27 210 132 76 38 29 39 33 14 65 25 83 64 12 35 25 18 internal_value=0 -0.00598881 -0.00724439 -0.00865179 0.0150672 0.047419 -0.0137441 -0.0323928 0.0170317 0.0463214 -0.00749723 -0.0135504 -0.0450343 -0.075537 -0.091465 -0.00205833 -0.0251485 0.013632 0.0219051 -0.058794 -0.0289454 0.029114 0.00554986 0.0284149 -0.00465259 0.038762 -0.0784894 0.0130751 0.000997633 -0.0852115 internal_weight=0 105.407 104.074 102.434 18.1049 10.7661 84.3287 7.33883 7.65228 5.73715 74.0592 63.8541 17.075 11.8338 10.8821 46.7791 18.9265 27.8526 24.9287 10.2695 6.55903 3.22808 13.5164 9.36888 6.84677 4.73156 9.92692 22.3069 18.1885 3.33095 internal_count=86175 1700 1657 1409 193 99 1216 94 76 58 1078 952 339 299 249 613 354 259 221 138 99 47 278 237 212 129 222 192 157 52 is_linear=0 shrinkage=0.1 Tree=564 num_leaves=31 num_cat=0 split_feature=6 3 9 6 1 8 4 7 7 5 8 0 2 9 8 5 4 2 3 5 8 8 6 5 7 9 0 2 4 7 split_gain=0.372729 1.3377 1.41851 1.3606 1.87513 1.28565 2.05227 2.0239 2.64394 2.67999 2.37642 2.53358 1.70031 1.65142 1.43463 4.56261 3.9993 2.90987 2.49928 2.55493 2.45045 1.61657 1.60043 4.12193 2.74058 3.07814 2.8582 3.23736 2.71968 2.80453 threshold=49.680486679077156 33278.830078125007 1.6808274388313296 48.697698593139656 82.004386901855483 63.990744600000006 0.040880499407649047 98.559455871582045 92.386997222900405 2.6937448978424077 60.182958530000008 0.026010000146925453 4745.8298339843759 1.0895128250122073 88.27951542000001 2.6099965572357182 0.019995000213384632 3040.8686523437505 66.740806579589858 2.670010089874268 88.226823920000015 88.435926750000007 48.697698593139656 2.7278499603271489 95.422435760498061 1.137657165527344 0.38000005483627325 1000.029998779297 0.032472500577569015 88.711933135986342 decision_type=8 10 2 10 8 10 8 8 8 10 8 8 8 2 10 10 10 10 8 8 8 10 10 8 8 2 8 10 10 8 left_child=1 2 5 4 -3 6 -1 8 10 -10 11 -8 -13 -7 20 -16 17 -17 -18 -20 22 -21 24 28 26 -26 27 -15 29 -24 right_child=-2 3 -4 -5 -6 13 7 -9 9 -11 -12 12 -14 14 15 16 18 -19 19 21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.076290550217849404 -9.4555113876304252e-05 0.10631700975151202 -0.048935457613755125 0.094197997388060395 -0.11215173315255909 -0.060192789200874064 -0.11915528347601088 -0.092618239540063471 -0.019974765447465365 0.11373904845305716 -0.084655013597618636 0.049976895474979161 -0.022099348141112165 -0.01375700822762633 0.13252279216895457 0.12479298876768943 -0.14848453385413068 -0.01353663493010198 -0.076248956990740246 -0.055585451403763503 0.10631737240908097 0.10265875548304233 0.017300873495683641 0.10621739861399289 -0.012841176678751684 -0.14057718983074588 -0.11198247927605416 0.058625033141812492 0.032660604218150605 -0.066159627032287255 leaf_weight=4.4012660114735809 8491.6562642774334 0.68741062920889695 5.0505053596571079 3.2165560961511801 0.9169200668729901 3.273896317346952 1.4878440450411314 2.2902953261509529 2.4574071211682158 3.8430492233128462 3.7369009000030919 7.4812114741653284 5.8185982631985107 12.261495209510036 1.9595197676681007 2.2578517440706518 2.7215605502715308 4.6578197859926149 5.7165783182717851 1.0526548856869351 2.9791315684560677 1.6692973800236357 9.7288548384167388 5.598532278003403 6.6640180489048344 2.6314593719926052 1.6824388973273006 12.456715554875698 31.94567043519055 6.8688407155423183 leaf_count=266 83415 25 46 82 29 275 28 27 24 49 84 76 119 143 30 22 24 43 58 14 32 63 107 234 54 83 35 246 377 65 internal_value=0 0.00481484 0.00317737 0.0566789 -0.018544 0.00496002 -0.0129523 -0.0026714 0.00562688 0.0615858 -0.0134055 0.00459951 0.0184439 0.0098214 0.0118525 -0.0124153 -0.0281274 0.0316257 -0.0651551 -0.0382801 0.0170909 0.0414613 0.0141321 0.0249696 -0.00230576 -0.049002 0.0141356 0.0227198 0.0155993 -0.0172387 internal_weight=0 157.514 152.693 4.82089 1.60433 147.643 31.5166 27.1153 24.825 6.30046 18.5246 14.7877 13.2998 116.126 112.852 20.0353 18.0758 6.91567 11.1601 8.43853 92.8172 2.72195 89.838 54.1419 35.6961 9.29548 26.4006 24.7182 48.5434 16.5977 internal_count=86175 2760 2624 136 54 2578 673 407 380 73 307 223 195 1905 1630 254 224 65 159 135 1376 77 1344 783 561 137 424 389 549 172 is_linear=0 shrinkage=0.1 Tree=565 num_leaves=31 num_cat=0 split_feature=9 9 8 5 8 8 7 2 7 5 9 1 0 6 1 4 9 2 0 9 9 7 4 3 9 3 0 8 0 7 split_gain=0.371234 3.37832 8.34762 7.90997 8.44253 8.96847 7.82475 10.0046 7.52743 9.29152 6.33279 8.60287 7.95395 8.24801 7.85539 6.76052 6.00484 6.43701 5.96668 11.0143 9.92519 7.49748 6.8462 5.39349 5.18008 9.01874 8.39118 6.72065 5.19971 4.8971 threshold=1.1326038241386416 1.1426048278808596 48.197255490000011 2.5579032897949223 59.948030760000009 82.251262175000008 95.30426406860353 2477.370239257813 103.21296691894533 2.6240100860595708 1.1477001309394839 127.39005661010744 0.18000015616416934 56.594217300415046 72.400451660156264 0.10998599976301195 1.1392991542816164 130.84089660644534 0.17814847826957705 1.137657165527344 1.1392991542816164 87.72849273681642 0.11567999795079233 41.207149505615241 1.1442847251892092 7.1803932189941415 0.31605000793933874 59.392466590000005 0.28231322765350347 91.054950714111342 decision_type=2 2 10 8 8 10 8 10 10 8 2 10 8 10 10 10 2 8 8 2 2 8 8 10 2 10 10 10 8 10 left_child=-1 3 -3 -2 6 8 7 -5 9 -6 11 12 -4 14 15 -14 -7 -18 19 -11 21 -20 29 -13 26 -26 -16 -27 -29 -22 right_child=1 2 10 4 5 16 -8 -9 -10 18 -12 23 13 -15 24 -17 17 -19 20 -21 22 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=0.0008354322195917468 0.035145401221832059 -0.10458307612311256 0.064321110551483707 0.11982602340392744 -0.113027142243906 0.037497840677629429 -0.052777013523215316 0.0077112534647634529 0.13873730331383427 0.054257264667836681 -0.0003823910439402999 0.011378629682381255 0.061924195753717007 0.097705250786094405 -0.15811912957997218 -0.044930735793474501 -0.12779858428596111 0.011704210700991794 0.088484103813512405 -0.06118708521485719 0.014080797223386994 -0.10452167726731332 0.020875484012989512 -0.11205955655057297 0.16746401757317864 0.11298007643337896 0.046741563671433235 0.019839836981966598 -0.093764799249111574 -0.13583908355767377 leaf_weight=3270.8487274371009 31.084197424264858 7.616034532547018 44.083350140601397 10.478325905278323 18.633936451748013 26.634981445036829 13.373993964865802 33.107901774346828 2.1899817436933509 17.109858016250655 4992.260268168935 6.9242496602237207 22.623826878145341 9.4446923211216909 6.8160368250682932 8.0198434740304929 5.4905619025230381 8.3194948360323906 2.1538755483925334 15.986045253463088 3.3940238244831544 30.702712074868032 20.169489126743432 7.2418243326246738 2.5280110016465214 2.7480499669909504 2.8294132687151432 6.1182116195559502 11.798032118007542 6.0853304006159306 leaf_count=27189 227 2919 233 62 104 154 132 271 11 150 53172 36 144 50 63 47 27 45 14 131 24 447 193 51 16 42 25 32 122 42 internal_value=0 -0.000515686 3.19925e-05 -0.0119898 -0.0188417 -0.0308151 0.0141334 0.0346642 -0.0449079 -0.0484285 0.000187504 0.0218765 0.0307871 0.0105161 -0.00245583 0.0339589 0.00975253 -0.0437589 -0.0358374 -0.00150488 -0.0540161 -0.0918694 -0.0120675 -0.0517241 -0.0364375 -0.0108238 -0.0980249 -0.0326351 -0.05497 -0.0821612 internal_weight=0 5375.97 5131.05 244.915 213.831 156.87 56.9602 43.5862 116.425 114.235 5123.44 131.176 117.009 72.9261 63.4814 30.6437 40.445 13.8101 95.6013 33.0959 62.5054 32.8566 29.6488 14.1661 32.8378 23.1923 9.64545 20.6643 17.9162 9.47935 internal_count=86175 58986 56952 2034 1807 1342 465 333 1116 1105 54033 861 774 541 491 191 226 72 1001 281 720 461 259 87 300 212 88 196 154 66 is_linear=0 shrinkage=0.1 Tree=566 num_leaves=31 num_cat=0 split_feature=0 6 6 8 2 0 6 2 5 8 5 7 7 3 2 8 5 4 6 0 6 0 1 5 5 9 5 3 1 9 split_gain=0.389209 0.970149 1.0168 1.06269 0.907918 1.20046 1.02528 0.900861 1.06229 0.878335 0.731604 0.686042 0.399062 2.57825 2.51252 6.84727 2.80724 2.70113 4.8074 8.05342 4.36289 4.94858 6.51152 3.98196 3.5609 4.58227 4.02721 6.13532 3.4483 3.28885 threshold=1.4203000068664553 50.885869979858406 55.266059875488288 72.513157530000015 119.61317062377931 1.5820000171661379 51.514183044433601 162.0385437011719 2.3562499284744267 44.077775450000011 2.7900149822235112 98.646739959716811 106.59830856323244 3193.3649902343755 1037.2650146484377 66.558369800000023 2.5700099468231206 0.15847999602556231 59.289501190185554 0.30244840681552893 60.172929763793952 0.17277343571186068 117.84069824218751 2.671319961547852 2.5940849781036381 1.2459819912910464 2.6547749042510991 26.961949348449711 51.555000305175788 1.2375842332839968 decision_type=10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 8 8 10 8 10 10 10 10 8 10 2 8 10 10 2 left_child=12 -2 4 10 9 -6 -7 8 11 -3 -4 -5 -1 14 17 -16 -17 20 19 -19 21 -14 -23 28 29 26 -26 -28 -20 -22 right_child=1 2 3 7 5 6 -8 -9 -10 -11 -12 -13 13 -15 15 16 -18 18 23 -21 24 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-9.21157690608979e-05 0.086401254494528942 -0.10322567420858371 -0.10438558504803325 0.064308879707510758 -0.15377414426577668 0.11902249265849801 -0.074735523695623002 0.076859693082709721 -0.094779680298308813 0.079073544397842768 0.12427269932967462 -0.035450046024144297 -0.06862376675893582 -0.056814225296590561 -0.066141090372474218 0.14644121278946018 0.030212648725308773 0.080278056337040021 -0.060033715098753174 -0.024888701486775609 -0.052240388922170838 0.015938463327443645 -0.066431790199747778 -0.10738487571208136 0.11604569633810076 -0.04867348047902588 0.10306555583457094 -0.099822835749551531 0.017231290917265298 0.014507465303982354 leaf_weight=8404.0983893132397 0.83053610620640661 0.41812476806808241 1.2755179946550468 1.6417032645549632 1.5715613884240158 0.35742059872427479 1.1576584023896428 1.7447309446288271 1.0641933750375754 0.71838799425631805 0.1571688950061797 1.1883623814210293 17.701759180203226 6.7155105163110411 3.5687876941665282 5.056083192001096 3.5280711814994001 22.774729044991545 6.8428313460317431 10.703754808288066 10.07748695858754 34.804305099911289 13.251047889967593 3.3844769987808823 9.1663750386796892 3.783413759127142 3.2745433226227769 2.735646590590477 37.05498366735992 27.597733653907198 leaf_count=83016 37 27 221 29 29 10 64 30 48 60 1 35 184 69 54 34 23 156 81 134 103 443 159 313 66 102 26 18 367 236 internal_value=0 -0.0179103 -0.0255806 -0.00239402 -0.0644065 -0.0925416 -0.0290263 0.0171457 -0.00960781 0.0120054 -0.0793013 0.0224195 1.84356e-05 0.0042031 0.00610626 0.0502732 0.0986715 0.00346412 0.0176592 0.0466541 -0.00590253 -0.0234245 -0.00677476 -0.00287078 0.0144416 0.049788 0.0743338 0.0107172 0.00518715 -0.00334646 internal_weight=0 12.1254 11.2948 7.07168 4.22315 3.08664 1.51508 5.63899 3.89426 1.13651 1.43269 2.83007 8626.12 222.022 215.306 12.1529 8.58415 203.153 80.7608 33.4785 122.392 65.7571 48.0554 47.2823 56.6352 18.96 15.1766 6.01019 43.8978 37.6752 internal_count=86175 591 554 364 190 103 74 142 112 87 222 64 85584 2568 2499 111 57 2388 1051 290 1337 786 602 761 551 212 110 44 448 339 is_linear=0 shrinkage=0.1 Tree=567 num_leaves=31 num_cat=0 split_feature=6 2 2 7 8 2 3 3 9 2 2 7 2 7 0 1 3 6 9 9 9 6 5 7 3 2 5 0 9 1 split_gain=0.399308 2.22682 5.13939 4.81457 4.49484 4.32425 2.93871 2.73162 2.66809 2.61298 2.44221 3.41102 2.8599 6.74682 3.5218 2.81701 2.00563 1.71808 3.49927 2.31397 1.97025 1.56835 6.62553 3.70278 3.4256 3.41704 4.45337 4.32071 3.12466 2.93508 threshold=59.754011154174812 2477.370239257813 1881.8937988281252 100.14232635498048 72.669456165000014 1548.749450683594 2697.0900878906255 189.72499847412112 1.4555323123931887 1715.7805786132815 1000.029998779297 104.48049926757814 842.31301879882824 99.309829711914077 0.13002999871969226 88.755001068115249 5455.2058105468759 61.122201919555671 1.3875452280044558 1.203055262565613 1.4462668895721438 60.300041198730476 2.6327034235000615 103.57094955444337 417.16500854492193 87.415000915527358 2.5751932859420781 0.11000006645917894 1.1611987948417666 88.755001068115249 decision_type=10 10 10 8 8 10 10 8 2 10 10 10 10 10 10 10 10 10 2 2 2 10 10 10 10 10 10 8 2 10 left_child=-1 2 5 4 -3 10 9 -4 -6 -7 12 15 16 14 -14 -12 21 18 -17 -19 -21 22 23 25 -25 -2 29 -28 -29 -27 right_child=1 3 7 -5 8 6 -8 -9 -10 -11 11 -13 13 -15 -16 17 -18 19 -20 20 -22 -23 -24 24 -26 26 27 28 -30 -31 leaf_value=0.00016400589893175615 0.035706151664523476 0.10018546180755131 0.16722264626550198 -0.082392955988635871 -0.074304195026471634 -0.10893266151955039 -0.17044105298880541 0.040782724775048476 0.027899256628069316 0.021142180361703147 -0.081500274723380242 0.11107701789402701 0.10332973377183018 -0.13880643546915014 -0.063974836090141485 -0.054752573520839648 -0.061958926008170649 0.11415760483072984 0.084178935651031642 -0.047250493060142451 0.066629089782848414 0.0019802435892919803 0.043752092357833929 -0.081565785835832183 0.031526126429123377 0.0044111473836384281 -0.055780969810287101 -0.00053091716818384673 0.11571365166288361 -0.075560235337375908 leaf_weight=8126.4992408315748 11.468230107362613 3.7567982434993619 2.3543062449898544 10.731884170731062 5.5905370004475117 2.8210630232933891 2.2781927064061165 6.2303503369912514 4.7031178008764982 3.4124967343523167 2.768571625929332 4.213633307022973 2.7005728464573604 4.9555614357814193 2.3557313773781061 5.3382460647262651 5.4759685106109819 3.9379899012856168 2.7452017199248075 2.7358315214514732 3.4164676833897829 341.33222354292684 16.498363115650136 16.597796993261003 3.1937637224327764 6.303226962452757 5.2292123865336162 4.5967144174501282 4.6531187926884741 16.878418703447096 leaf_count=81137 112 36 19 149 49 35 12 52 38 37 43 27 23 42 21 50 38 33 26 18 25 3533 168 162 19 51 34 30 37 119 internal_value=0 -0.00272253 -0.001227 -0.0319599 0.00656133 -0.00261029 -0.0732465 0.0754583 -0.027608 -0.0377246 -0.00132393 0.0289841 -0.00304795 -0.0558859 0.0253826 0.0124668 -0.00182404 0.0267817 -0.00757035 0.0543015 0.0159886 -0.0010524 -0.0131708 -0.0267972 -0.0633161 -0.0120855 -0.0266388 0.0168725 0.0579458 -0.0538155 internal_weight=0 509.274 484.491 24.7823 14.0505 475.907 8.51175 8.58466 10.2937 6.23356 467.395 25.1559 442.239 10.0119 5.0563 20.9423 432.227 18.1737 8.08345 10.0903 6.1523 426.751 85.4188 68.9205 19.7916 49.1289 37.6607 14.479 9.24983 23.1816 internal_count=86175 5038 4766 272 123 4695 84 71 87 72 4611 222 4389 86 44 195 4303 152 76 76 43 4265 732 564 181 383 271 101 67 170 is_linear=0 shrinkage=0.1 Tree=568 num_leaves=31 num_cat=0 split_feature=1 7 6 3 7 9 9 9 4 9 7 3 6 8 0 9 4 1 9 8 9 8 2 2 4 6 0 4 0 8 split_gain=0.385512 5.25784 3.85186 8.61532 6.10004 4.23707 7.33737 5.2557 5.17587 4.47452 4.1095 9.23817 6.21568 4.88671 4.44629 4.37137 3.74147 9.88563 3.70269 7.71241 4.39987 4.0446 3.70361 5.89794 4.96369 4.77948 5.30554 4.19949 4.09078 4.07584 threshold=166.61599731445315 87.132465362548842 57.660045623779304 167.63238525390628 96.977798461914077 1.2178118228912356 1.222699046134949 1.0399255156517031 0.053401499986648567 1.2161991596221926 88.773273468017592 202.79999542236331 51.968187332153327 59.071444280000001 0.026010000146925453 1.3295322060585024 0.078765001147985472 171.1144943237305 1.0514340996742251 53.814256215000007 1.0564270019531252 52.66233285500001 247.73229980468753 328.73005676269537 0.060004999861121185 54.247951507568366 0.1399999335408211 0.063723500818014159 0.1799832955002785 65.747008215000008 decision_type=10 8 10 10 8 2 2 2 8 2 10 10 8 10 8 2 10 10 2 8 2 10 10 10 10 10 10 10 10 8 left_child=-1 -2 5 4 -4 7 -7 8 -3 16 11 12 -8 -12 -15 -13 18 -18 19 21 -20 -9 28 29 -25 27 -27 -26 -22 -24 right_child=1 2 3 -5 -6 6 10 9 -10 -11 13 15 -14 14 -16 -17 17 -19 20 -21 22 -23 23 24 25 26 -28 -29 -30 -31 leaf_value=-0.00015900841079517002 -0.082553795613387604 -0.062997084783574714 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9.0452175958562275 5.7657444290816775 3.3859389629214975 180.55382735361127 2.8846366601064828 5.5333809889852983 6.7089312598109245 4.6793821975588799 1.2732230401597906 6.5488196430087564 leaf_count=80847 93 26 27 115 241 78 16 89 261 31 26 571 420 25 377 76 27 156 109 54 256 59 60 1909 20 48 38 42 22 56 internal_value=0 0.00292209 0.00436188 -0.02224 -0.000786831 0.00780814 0.0297568 0.00261833 0.0561203 -0.000647029 0.0189331 -0.0107677 -0.0887107 0.0405936 0.0258411 0.0332294 0.00057568 -0.0319384 0.00467267 -0.0354617 0.00837126 0.00672046 0.00576509 0.00289504 0.00662419 0.0541465 0.0155336 0.116641 0.0642581 -0.0723128 internal_weight=0 427.234 420.157 48.1884 38.323 371.968 71.133 300.835 17.3046 283.531 63.878 26.9392 9.7199 36.9388 31.7204 17.2193 280.87 31.431 249.439 21.0475 228.392 14.1678 220.613 210.295 200.36 19.8063 12.2423 7.56402 10.3184 9.93476 internal_count=86175 5328 5235 383 268 4852 1589 3263 287 2976 1511 1083 436 428 402 647 2945 183 2762 202 2560 148 2451 2173 2057 148 86 62 278 116 is_linear=0 shrinkage=0.1 Tree=569 num_leaves=31 num_cat=0 split_feature=8 8 9 1 4 1 1 2 5 9 3 3 7 4 4 9 7 6 9 8 1 2 3 7 8 4 5 2 0 3 split_gain=0.395118 8.40416 6.4237 12.6142 8.42595 7.2379 11.1029 7.26233 6.56192 5.81358 4.22701 4.1898 3.79339 5.6367 5.13464 3.9895 2.96428 5.51792 5.1098 3.63435 3.62931 3.85759 4.73451 5.64913 3.18946 3.3816 5.00449 6.98909 4.82219 4.0028 threshold=57.044835510000006 56.065080170000009 1.063004791736603 104.39070129394533 0.11999666318297388 77.045616149902358 66.99499893188478 101.57119750976564 2.5729150772094731 1.0399255156517031 27.755000114440922 6.710400104522706 101.12480545043947 0.093102000653743758 0.11328833177685739 1.219445586204529 88.773273468017592 53.556535720825202 1.0760917663574221 48.197255490000011 90.188610076904311 1188.1757812500002 104.41055297851564 87.55328750610353 49.091092425000006 0.042416499927639968 2.6364799737930302 9734.2363281250018 0.46015000343322759 294.13150024414068 decision_type=8 10 2 10 10 10 8 10 10 2 10 10 10 8 10 2 8 8 2 10 10 10 10 10 10 10 10 8 10 8 left_child=1 16 3 5 11 6 -3 -7 12 -2 -10 -5 13 -4 15 -15 17 18 20 -19 -1 22 23 -22 25 26 -20 28 -28 -27 right_child=9 2 8 4 -6 7 -8 -9 10 -11 -12 -13 -14 14 -16 -17 -18 19 24 -21 21 -23 -24 -25 -26 29 27 -29 -30 -31 leaf_value=0.071461477893894176 -0.082886163444228583 -0.11505402000531949 -0.075299513603837478 -0.01263790342822343 -0.16978354974631293 0.063945527425832469 0.093294493570672321 -0.11490700766345069 0.034921998493412244 0.00045793448271892729 -0.12348594555499554 0.12585733863190449 -0.11886616097228751 0.034770549048998393 -0.012095113446256004 0.23769393770389222 -0.00090221243217192357 0.027880912603951948 0.062598505025825354 0.13852329773980651 0.069626507772726651 -0.051679889162597858 0.095419504184966364 -0.20441247742170826 0.053204529219087617 0.093739636391647896 0.040787986259996828 -0.14186245398820563 -0.09182585188427933 -0.011374655414851916 leaf_weight=3.736197248111238 8.3798280851997315 4.004166880622507 7.0259369467385122 2.7891323640942565 1.3165850639343251 2.7065259069204357 7.0806218422949323 14.086364103481172 1.8838152764365101 6720.2874399398597 15.923984361113979 10.073951030150054 3.550422826781868 2.0264228745363693 6.8656145920976996 1.8564009201945735 1709.3947831835112 6.2686460772529227 5.9965670779347446 5.6398361008614302 1.5113296862691634 24.748925054911524 4.4784762747585773 1.4976927021634763 24.930494843050838 7.8216394260525677 8.3428740948438662 5.0959008261561385 4.0843753814697257 6.7484755851328382 leaf_count=36 524 24 127 14 6 15 39 112 26 68967 176 189 74 69 93 17 14774 67 34 47 27 279 54 22 170 52 53 27 21 40 internal_value=0 -0.00127839 -0.0327574 -0.00562486 0.0711651 -0.0446832 0.0180326 -0.0860812 -0.0619177 0.000354138 -0.106729 0.0958271 -0.0244973 -0.00564717 0.0398825 0.131789 0.000125652 0.0159688 0.00823227 0.080281 -0.0218392 -0.0326527 0.0302391 -0.066772 0.0253973 0.00719701 -0.0162546 -0.0432388 -0.00279726 0.0450536 internal_weight=0 1901.49 81.1899 42.0573 14.1797 27.8777 11.0848 16.7929 39.1326 6728.67 17.8078 12.8631 21.3248 17.7744 10.7484 3.88282 1820.3 110.901 98.9929 11.9085 35.9726 32.2364 7.4875 3.00902 63.0203 38.0898 23.5197 17.5232 12.4272 14.5701 internal_count=86175 16684 981 399 209 190 63 127 582 69491 202 203 380 306 179 86 15703 929 815 114 418 382 103 49 397 227 135 101 74 92 is_linear=0 shrinkage=0.1 Tree=570 num_leaves=31 num_cat=0 split_feature=8 9 8 2 9 0 7 4 6 7 9 8 3 2 9 6 6 6 2 3 9 7 1 0 4 3 6 1 4 0 split_gain=0.397126 2.89087 1.77906 5.91774 8.50084 5.65524 6.84682 5.25228 5.66883 4.57014 6.96178 5.43647 4.31476 4.30935 5.07147 4.20271 4.03334 6.61072 5.02362 9.70918 5.38945 4.0929 4.49927 4.04938 3.9968 3.87966 3.87646 3.74533 4.73365 3.34284 threshold=27.513094805000005 1.1026969552040102 42.537642925000007 1681.7199707031252 1.0116130113601687 0.11742848530411722 88.037700653076186 0.1434070020914078 53.494003295898445 100.25712203979494 1.1076380610466006 41.920930845000008 597.36499023437511 335.27999877929693 1.0099684596061709 57.302055358886726 61.122201919555671 56.262248992919929 458.76499938964849 71.927349090576186 1.1193306446075442 92.556716918945327 91.564998626708999 0.28000500798225408 0.056115500628948219 167.63238525390628 53.588890075683601 120.49074935913087 0.073599502444267287 0.033010000362992294 decision_type=8 2 8 10 2 10 10 8 10 10 2 8 8 10 2 8 10 8 10 10 2 8 10 10 8 8 10 10 10 10 left_child=1 -1 3 4 13 7 -7 8 12 16 -11 25 -5 14 -2 -16 17 18 -6 -20 21 23 -23 26 -10 -12 -21 28 -19 -26 right_child=2 -3 -4 5 9 6 -8 -9 24 10 11 -13 -14 -15 15 -17 -18 27 19 20 -22 22 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.002677178663676315 -0.0057376984811355024 -0.1231412635052217 -0.00017175034915516867 0.010049196510722662 0.067992474339455558 0.092566010468096926 -0.046988408466195911 -0.097971668569362291 0.14893053208087229 0.10388519436991475 0.018896159103894777 0.153995733787472 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79628 109 230 19 491 19 22 123 118 19 48 90 25 74 47 59 26 27 38 66 111 59 19 26 16 28 169 54 internal_value=0 -0.00340948 0.000129378 0.00725163 0.0153115 -0.0145685 -0.036599 0.0137133 0.025546 0.0291702 0.058758 0.019443 -0.012847 -0.00965112 -0.0175841 -0.0726388 0.0193945 0.0153333 0.0318029 0.0138513 0.0279779 0.0152149 -0.00581816 0.0627443 0.0666331 0.00017575 0.0126625 -0.0201051 -0.032225 0.0386564 internal_weight=0 329.709 8295.09 336.489 245.724 90.7652 51.0214 39.7438 35.9365 158.004 39.2396 20.9703 18.5773 87.7205 77.7592 13.7691 118.764 113.263 77.3266 51.6873 46.7235 40.9417 28.3819 12.5598 17.3592 18.3436 7.06419 35.9368 31.4975 12.9551 internal_count=86175 3604 82571 2943 2162 781 510 271 252 1162 286 163 157 1000 910 99 876 829 573 343 317 279 177 102 95 144 43 256 228 73 is_linear=0 shrinkage=0.1 Tree=571 num_leaves=31 num_cat=0 split_feature=0 0 7 6 9 3 3 8 4 7 8 5 2 5 4 2 2 3 5 1 5 7 2 2 6 5 1 0 8 8 split_gain=0.384909 2.86394 3.74145 4.41039 5.35392 3.90127 3.26766 5.83525 4.42226 4.12572 4.11256 3.21282 2.97102 3.02159 2.69345 4.19445 4.71266 4.65157 3.53131 3.6277 3.38791 3.91589 3.22806 3.75333 7.26859 3.72024 3.28037 4.71862 3.93458 3.1747 threshold=0.41564999520778662 0.42603336274623876 93.618850708007827 52.938869476318366 1.0744642019271853 438.30630493164068 16.667900085449222 60.968498590000003 0.060004999861121185 103.0540237426758 74.493741635000021 2.6658649444580083 42747.324218750007 2.7435066699981694 0.084004998207092299 789.02499389648449 15114.193359375002 597.36499023437511 2.6962049007415776 162.71350097656253 2.3302499055862431 inf 189.51499938964847 109.0102005004883 54.247951507568366 2.7278499603271489 56.274999618530281 0.46015000343322759 72.513157530000015 41.376632000000008 decision_type=10 10 8 8 2 10 10 10 8 8 8 10 8 10 10 10 10 8 10 10 10 8 10 10 8 8 10 8 10 10 left_child=-1 6 5 4 11 -3 8 -8 -2 -10 -9 -4 13 -7 18 17 -17 22 19 -5 -18 -22 23 29 -25 -24 28 -28 -26 -16 right_child=1 2 3 14 -6 12 7 10 9 -11 -12 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234.348 152.699 42.9259 81.6494 38.9868 32.8795 6.10725 109.773 internal_count=86175 8965 8583 6306 777 2277 382 253 129 108 146 72 178 148 5529 4144 638 3506 1385 1284 154 142 3466 2599 549 867 513 430 83 2050 is_linear=0 shrinkage=0.1 Tree=572 num_leaves=31 num_cat=0 split_feature=8 8 9 1 4 1 1 2 5 9 2 9 6 8 9 8 1 2 9 8 3 9 1 1 3 8 9 2 7 4 split_gain=0.392827 7.10147 5.52649 10.7653 7.09714 6.2765 9.05179 6.21314 6.08951 5.35359 17.4488 13.1204 8.37501 7.96491 7.0967 6.54232 6.54032 5.28045 5.02237 4.96661 4.88244 4.53183 4.43213 3.8977 5.22033 3.6646 4.44091 3.57306 3.45467 4.82622 threshold=57.044835510000006 56.065080170000009 1.063004791736603 104.39070129394533 0.11999666318297388 77.045616149902358 66.99499893188478 101.57119750976564 2.5729150772094731 1.0580517053604128 262.29499816894537 1.0613657236099245 57.369850158691413 64.373716720000019 1.0497827529907229 59.515317785000008 92.737434387207045 594.77999877929699 1.0564270019531252 65.243336400000018 26.082884788513187 1.0415483117103579 110.03092193603517 125.68610000610353 4.1601498126983651 58.677270650000004 1.0531262755393984 173.82878112792972 101.12480545043947 0.093102000653743758 decision_type=8 10 2 10 10 10 10 10 10 2 10 2 10 10 2 10 10 10 2 10 10 2 10 10 10 10 2 10 10 8 left_child=1 -1 3 5 23 6 -3 -7 28 10 12 13 14 22 15 16 21 25 -14 -15 -10 27 -11 -5 -25 26 -12 -2 29 -4 right_child=9 2 8 4 -6 7 -8 -9 20 11 17 -13 18 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-7.8007388409687168e-06 0.10318250441911576 -0.10013648420204176 -0.072041277060705747 0.13650864570018434 -0.15972225535998474 0.05868064068884752 0.087443813077752619 -0.10926762780339104 0.066722972841317868 0.10663120217713909 0.081741060121630543 0.00031021306585441127 0.021859294172008884 -0.069016741455706465 0.083019025574079197 -0.11852306326849223 -0.091830026695392725 -0.1063974188055594 -0.21748452440885069 0.074981863407250465 -0.12122718277982428 0.17155543118479524 0.029863096915435441 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0.0285495 0.0553311 0.0448162 -0.0132903 0.0357347 -0.0635993 -0.116229 -0.0198475 -0.103918 0.0949999 0.0796159 0.0907879 0.0211847 -0.0382517 0.0204606 -0.00521786 -0.0226064 -0.00507912 internal_weight=0 1889.98 77.7906 40.4611 13.494 26.9671 10.9462 16.0209 37.3295 6726.69 84.2369 6642.46 35.5615 43.6268 31.9696 12.6813 8.65104 48.6753 3.59197 10.6518 16.5303 5.9068 32.975 12.248 4.85579 30.5699 7.88782 2.55807 20.7992 17.5527 internal_count=86175 16684 981 399 209 190 63 127 582 69491 1366 68125 568 288 484 318 93 798 84 117 202 64 171 203 161 450 67 48 380 306 is_linear=0 shrinkage=0.1 Tree=573 num_leaves=31 num_cat=0 split_feature=7 7 5 4 0 8 8 8 6 3 6 8 8 2 7 9 9 1 8 9 8 6 3 9 7 9 9 9 2 8 split_gain=0.38393 2.3986 4.91912 4.57814 3.33351 2.68543 8.44246 7.63289 7.33756 6.99579 7.13164 5.76893 7.81231 5.80332 5.02638 4.77442 6.45071 6.14531 4.6897 10.7894 15.1789 10.6901 7.72984 7.21978 6.38756 11.5813 11.5769 8.62086 5.98036 7.35048 threshold=97.049575805664077 96.977798461914077 2.6299934387207036 0.088000997900962843 0.050005000084638603 50.568756935000003 44.077775450000011 42.537642925000007 54.950485229492195 68.530090332031264 54.354694366455085 48.197255490000011 49.091092425000006 2881.819946289063 89.276966094970717 1.0198619961738589 1.016515374183655 120.49074935913087 59.515317785000008 1.1010892987251284 64.295733035000012 59.754011154174812 723.62567138671886 1.079471290111542 91.003246307373061 1.2677250504493716 1.1059830784797671 1.0977049469947817 282.41656494140631 55.038618855000003 decision_type=8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 2 2 10 10 2 10 8 10 2 10 2 2 2 10 10 left_child=1 5 4 -4 -3 6 7 -1 9 10 -8 13 14 -11 -13 16 -9 -17 21 20 22 24 -20 -24 -7 26 27 28 29 -26 right_child=-2 2 3 -5 -6 18 8 15 -10 11 -12 12 -14 -15 -16 17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0020164091948307885 0.00053352685646009641 0.033503008251336217 0.093159491095215818 -0.052858810708061046 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3.6994071738154144 5.1906973142176867 5.7259089155122664 11.922608514316378 73.83046404691413 8.0456310641020519 118.94957863731543 11.174780403729526 leaf_count=3021 51257 19 61 23 102 1558 233 34 313 159 33 42 146 139 24 66 49 43 314 25582 1047 143 71 51 42 90 550 66 809 88 internal_value=0 -0.000832736 -0.0322575 0.0279306 -0.0661463 -0.000608049 0.00590814 -0.00184795 0.026346 0.012659 -0.0210175 0.0321412 0.00130524 0.059837 -0.0655783 -0.0530091 -0.096316 -0.012348 -0.00182986 -0.000137866 0.026921 -0.011588 0.0714355 -0.0129997 -0.00852431 -0.0194949 -0.0142398 -0.0307569 -0.0248003 0.0308622 internal_weight=0 3397.1 24.1168 8.68749 15.4293 3372.98 532.587 386.074 146.514 106.628 39.0783 67.5498 31.9629 35.5868 11.2934 27.1134 13.1295 13.9839 2840.4 2420.67 138.904 419.728 49.3735 8.8901 404.81 229.649 217.726 143.896 135.85 16.9007 internal_count=86175 34918 205 84 121 34713 4302 3213 1089 776 266 510 212 298 66 192 83 109 30411 27065 1483 3346 436 122 3203 1645 1555 1005 939 130 is_linear=0 shrinkage=0.1 Tree=574 num_leaves=31 num_cat=0 split_feature=0 0 5 1 3 4 7 8 1 9 1 2 9 2 6 1 9 9 1 4 1 8 1 1 6 7 8 4 8 8 split_gain=0.376138 3.47536 3.75033 3.45015 3.21167 3.14263 3.06148 2.80709 2.79314 2.81162 4.74356 4.85488 4.16174 3.46761 2.89012 3.3023 2.8288 3.80142 2.6614 6.62589 4.39553 4.0506 4.53807 4.15942 4.71644 4.2097 4.05816 3.99309 3.05238 11.5682 threshold=0.25002999603748327 0.23703330010175708 2.7374449968338017 162.71350097656253 1.9808999896049502 0.14539666473865512 98.913600921630874 40.321323380000003 150.86499786376956 1.2161991596221926 125.20989990234376 410.31430053710943 1.3758142590522768 5104.4030761718759 60.939382553100593 128.08464813232425 1.5715809464454653 1.6483626961708071 87.080352783203139 0.19007666409015658 87.354000091552749 46.426018395000007 86.518749237060561 71.956893920898452 53.621620178222663 99.504287719726577 27.513094805000005 0.13301666826009753 73.93013833000002 73.722831840000012 decision_type=8 10 10 10 10 8 8 10 8 2 8 10 2 10 10 10 2 2 8 10 8 10 10 10 10 10 10 10 10 10 left_child=1 18 3 4 -3 7 -4 -6 9 14 12 -12 13 -11 15 -9 -14 -18 21 20 27 23 28 25 -25 -1 -26 -20 29 -23 right_child=-2 2 6 -5 5 -7 -8 8 -10 10 11 -13 16 -15 -16 -17 17 -19 19 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-0.11790575990065935 -0.0006325568768069228 0.10844409235916141 -0.0209554905558735 -0.052205074727355888 -0.035549387658155095 0.049612478739531285 -0.17253055420269847 0.038485758045333024 0.12200018473904713 -0.080963566716386978 0.19773615282997456 0.0066442224532396246 0.047149771520997148 0.087770952611369635 -0.07540380677486988 -0.023069929621024762 -0.087512869110567618 0.028909022498150638 0.071298580841104423 0.089463205166683296 0.00096184894474912362 -0.0070664955561290169 -0.044224382580581451 -0.041148446564409552 -0.012741400562183225 0.010760017603984491 0.089109480976240163 -0.061459520491982444 0.0021272288772894109 -0.091487576595901177 leaf_weight=3.2519487310014474 4521.0368092905501 4.0939782348868894 8.9015653510614321 6.7056085102958596 11.245884002186356 27.165242348972242 1.5671179235505412 61.697302388143726 2.4685670528560868 12.175476073374737 2.1154863212868795 3.5784677042101976 9.5616122103710968 1.3533043211791653 2.7102748155593863 10.14886686298996 5.3822945840256562 5.8562257587909698 14.904440269390763 8.5405488792634952 2969.5250678637321 456.0082153000767 30.222606546674797 4.8841851606948721 4.9945731498301056 11.662173178396186 18.048636435506523 2.6717491433664682 362.27998006475536 16.830863746312389 leaf_count=59 45085 35 195 57 116 177 32 488 21 259 23 40 207 40 22 77 80 49 127 76 29893 3679 263 69 29 88 145 17 4562 165 internal_value=0 0.000691737 0.0144079 0.0180633 0.0210166 0.0187142 -0.0436456 0.0121717 0.0167567 0.0144893 -0.00689104 0.077641 -0.0209119 -0.0640848 0.0259665 0.0297905 0.00716849 -0.0268472 7.08007e-05 0.00150844 0.00125697 -0.00467127 -0.00615724 0.0253435 0.0481137 -0.0172949 0.0670335 0.0511181 -0.00477961 -0.0100715 internal_weight=0 4080.55 176.727 166.259 159.553 155.459 10.4687 128.294 117.048 114.579 40.0229 5.69395 34.3289 13.5288 74.5564 71.8462 20.8001 11.2385 3903.82 2995.64 2987.1 908.183 865.342 42.8415 27.9274 14.9141 23.0432 17.5762 835.119 472.839 internal_count=86175 41090 1918 1691 1634 1599 227 1422 1306 1285 698 63 635 299 587 565 336 129 39172 30113 30037 9059 8669 390 243 147 174 144 8406 3844 is_linear=0 shrinkage=0.1 Tree=575 num_leaves=31 num_cat=0 split_feature=5 6 7 4 0 4 2 0 3 8 2 0 0 4 2 7 9 0 9 1 1 4 7 6 9 9 9 2 3 9 split_gain=0.392756 3.11803 2.60592 1.81348 2.42125 2.20523 2.20041 2.24268 2.3218 2.26541 1.74588 1.72575 3.47946 2.36471 1.68355 1.67979 1.58344 1.44046 2.38042 2.6336 2.34611 2.24422 2.54161 1.8936 1.43019 1.37989 2.16928 2.11002 1.72968 2.89734 threshold=2.7666265964508061 56.594217300415046 100.7435646057129 0.043460499495267875 0.29004999995231634 0.041295999661087997 17553.171875000004 0.066814914345741286 189.72499847412112 63.771519430000005 312.96499633789068 0.41564999520778662 0.54959002137184154 0.11800333112478258 94.713497161865249 90.124980926513686 1.1526684761047366 0.2443000674247742 1.0382359027862551 125.68610000610353 105.6864471435547 0.19435833394527438 99.923999786376967 53.894306182861335 1.0811170935630801 1.0895128250122073 1.1777723431587221 417.26019287109381 21.420949935913089 1.2259938120841982 decision_type=10 8 10 10 10 8 10 10 10 10 8 10 10 10 10 10 2 8 2 8 8 8 10 10 2 2 2 10 10 2 left_child=-1 3 -3 5 17 6 7 9 -9 -2 14 13 -13 15 -4 -6 24 18 -5 20 21 22 25 -22 -10 -20 27 -27 -28 -30 right_child=1 2 10 4 11 -7 -8 8 16 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 23 -23 -24 -25 -26 26 28 -29 29 -31 leaf_value=-6.5532563007498622e-05 0.32925725849335574 -0.10930808708014406 -0.093081846554655151 0.15716520709854442 0.067112700061142463 -0.17493710311288013 -0.11654785156125005 -0.081305482570435739 -0.045300267821300463 -0.062891445753566796 -0.1553401119250877 -0.07472122179632569 0.13551604623153843 0.016787739959108788 0.086533686090247836 0.184204398878903 -0.102570823302173 -0.048597526262666363 -0.053744898079504846 -0.12263321535498795 0.033769488084455832 0.083183006308197291 -0.10834699767428979 0.20712738486514196 0.10944899185664701 -0.051789103218657567 0.029470919446828309 0.11234743642048867 0.026600604603086987 -0.084339424169106489 leaf_weight=8527.3194128102368 0.41921041905789014 3.9627346695551742 0.69313439345933225 1.1660007073369332 2.2529467166750674 0.89912916032335211 1.5845918456807337 2.4060356592981407 0.78916990260040698 0.22713039042537275 0.53267016238532949 2.1233117630399652 1.2510298549605066 2.8809275019884808 2.1116334294492844 2.6857406636718224 0.6202664456786805 3.7314992922547381 3.125974406670152 1.3972687629720884 1.4412356676330085 3.7587695457041184 1.9775263635092404 1.119534544261114 2.4554312750697136 0.991737829172055 11.031541354488583 3.7247606382588856 4.7072807216318306 4.7090863012199407 leaf_count=83343 2 300 311 43 39 25 232 207 78 162 19 96 41 32 17 38 460 60 182 17 37 25 26 12 13 30 114 54 58 102 internal_value=0 0.0074146 -0.0544775 0.0145325 0.0215799 -0.0260057 -0.0102551 0.0140942 -0.00418604 0.191452 0.0106262 0.0629955 0.00322379 0.0887884 0.0421458 0.130789 0.0438239 0.0107688 0.0164271 0.0121069 0.0172526 0.0103058 0.00125567 0.109559 0.07181 0.00891701 0.016701 0.0778345 0.0026 -0.02888 internal_weight=0 70.7773 7.30017 63.4771 54.0762 9.40097 8.50184 6.91724 6.2709 0.646341 3.33744 11.194 3.37434 7.81961 2.80477 4.93869 3.86487 42.8822 39.1507 37.9847 36.5874 34.0267 30.2679 2.56077 3.2446 28.2904 25.1644 4.7165 20.4479 9.41637 internal_count=86175 2832 647 2185 1006 1179 1154 922 758 164 347 246 137 109 328 77 551 760 700 657 640 591 566 49 91 540 358 84 274 160 is_linear=0 shrinkage=0.1 Tree=576 num_leaves=31 num_cat=0 split_feature=2 7 8 0 8 9 9 9 1 1 1 1 9 9 0 7 3 3 0 1 7 1 7 6 6 0 5 3 4 8 split_gain=0.368868 3.81412 3.38435 4.41714 3.98512 6.15469 10.36 4.44518 5.68278 3.90773 7.65295 3.71153 3.67495 5.38952 3.6479 5.18334 6.92048 5.94125 5.26516 4.55474 3.94686 5.4635 5.19092 5.44991 4.83486 4.3875 4.11458 7.25409 3.96749 3.58749 threshold=6449.7519531250009 88.122100830078139 78.137514370000019 0.46015000343322759 74.751024620000024 1.214552164077759 1.1844688057899477 1.4413009285926821 78.060043334960952 113.19015121459962 136.95379638671878 113.76994705200197 1.0316978693008425 1.0283345580101015 0.10999006778001787 91.875728607177749 2141.599975585938 8.6812500953674334 0.023005000315606598 99.102649688720717 92.333343505859389 99.392101287841811 95.120311737060561 52.283020019531257 54.320377349853523 0.17277343571186068 2.6534099578857426 51.65050125122071 0.13950666785240176 80.871604945000016 decision_type=10 8 10 8 10 2 2 2 8 10 10 10 2 2 10 8 10 10 8 10 10 10 10 10 8 8 10 10 10 10 left_child=-1 -2 4 29 9 6 -6 -7 -9 12 11 -11 13 -3 15 17 -17 -14 19 -19 21 24 23 -22 -16 -25 -27 -28 -29 -4 right_child=1 2 3 -5 5 7 -8 8 -10 10 -12 -13 14 -15 20 16 -18 18 -20 -21 22 -23 -24 25 -26 26 27 28 -30 -31 leaf_value=-0.0002397743320248072 -0.011713209826207577 0.014231328361736887 0.075934259891435069 0.053576888190095512 -0.042087053141977943 -0.075212179671276497 0.087344216790163839 0.097523147775270255 -0.043361024510728367 -0.14893953840000781 0.0088409020197466586 -0.023845367566056305 0.096318034680978493 -0.10941080997399609 -0.016939405181902355 0.055938392793930453 0.010414630299805024 -0.0038028976547580177 -0.03556583206310681 0.13973350911192992 0.072368693345690557 0.057956360413536384 0.013364699791766854 -0.10485302975536369 0.091338323527694804 -0.10404628543980783 0.063982341046614613 0.010593530221880088 -0.15978345870865665 0.0065168082542742386 leaf_weight=7610.6607182543485 172.02331944009711 8.3185817230878438 7.8508571860729708 27.630882314890187 13.843395926523955 23.299836935009807 11.177347134798763 3.957404583692548 10.35401600971818 2.4306675883499329 149.13256823468328 97.944449283342692 5.1441790750250211 6.1185572439571834 34.63115129525977 65.329720434769115 68.310157868974784 6.0822161305695772 34.30160716793398 3.473165722360136 3.6072030996438107 22.259179686311654 29.755374919768656 11.943526646122336 4.6813267870456903 5.0405806535854962 7.8282422546762955 2.4253423941954679 3.1314444541931152 143.94256415191921 leaf_count=74309 2431 260 56 245 212 605 88 19 56 39 1330 1542 54 53 307 504 401 51 363 31 36 264 223 72 33 51 39 27 16 2458 internal_value=0 0.00181591 0.00467522 0.0168014 0.0012463 -0.0227009 0.0157329 -0.0482689 -0.00440363 0.00386895 -0.00552719 -0.0268746 0.0111411 -0.038169 0.0134529 0.0224679 0.0326689 -0.00535294 -0.0172784 0.0483693 0.000312643 0.0183691 -0.0171318 -0.0438397 -0.0040457 -0.0576427 -0.0270409 0.0019581 -0.0854199 0.0101071 internal_weight=0 985.969 813.946 179.424 634.521 62.632 25.0207 37.6113 14.3114 571.889 249.508 100.375 322.382 14.4371 307.944 182.641 133.64 49.0012 43.857 9.55538 125.303 61.5717 63.7317 33.9763 39.3125 30.3691 18.4256 13.385 5.55679 151.793 internal_count=86175 11866 9435 2759 6676 980 300 680 75 5696 2911 1581 2785 313 2472 1404 905 499 445 82 1068 604 464 241 340 205 133 82 43 2514 is_linear=0 shrinkage=0.1 Tree=577 num_leaves=31 num_cat=0 split_feature=9 9 9 8 8 8 9 8 8 7 2 3 8 6 3 1 5 4 7 8 9 6 3 0 2 9 9 7 6 1 split_gain=0.385946 6.40864 5.40774 11.5824 2.50968 2.63425 6.40044 7.49844 6.37461 9.32528 7.21052 6.25793 4.62506 4.04754 5.99836 3.65596 5.35124 3.63473 3.521 4.5541 4.59155 6.1046 5.66756 4.78269 3.87912 4.55553 9.37601 5.00413 7.37438 6.38136 threshold=1.3491482734680178 1.3427831530570986 1.3460645675659182 83.723137205000015 71.513231495000014 73.869909720000024 1.3529604673385622 72.669456165000014 73.810261685000015 93.792598724365249 3526.4384765625005 124.37325286865236 73.93013833000002 53.030780792236335 748.47998046875011 95.410400390625014 2.5799700021743779 0.099994499236345305 85.822437286376967 72.792983550000017 1.3796529173851015 59.081159591674812 18.187437057495121 0.15000005066394809 2412.693969726563 1.4029334783554079 1.5838068723678591 94.536071777343764 58.474561691284187 123.78184890747072 decision_type=2 2 2 8 10 10 2 10 8 8 8 10 10 8 10 10 10 10 10 8 2 8 10 8 8 2 2 10 10 10 left_child=1 -1 -3 -4 -2 6 7 -6 13 -10 11 17 -7 14 15 16 -8 -11 19 -15 22 -22 -21 -23 25 27 -27 29 -29 -20 right_child=4 2 3 -5 5 12 8 -9 9 10 -12 -13 -14 18 -16 -17 -18 -19 24 20 21 23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00012349714886033088 -0.10030463875535647 -0.10988694438601582 -0.10891187790105539 0.087416801864953431 0.019646884646582669 -0.072141302204399613 -0.12454307986718818 0.22001279917287253 -0.09899317987067846 0.029219962175858084 0.18814795373186655 -0.059671664523138691 0.00028134983610634309 0.17022677029777444 -0.007063074828451925 0.11215926914899331 0.13885155949134848 0.16485780764124208 0.050676183368344598 0.074600845484192088 -0.03870755701238681 0.0085626935139592446 -0.12269080319184132 0.15279497265229994 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0.00302491 0.0379076 0.0846546 -0.0103552 0.0976047 -0.00275838 0.0333808 0.019103 0.0496547 -0.0521029 0.0964319 -0.0084195 0.000331769 0.024733 -0.0159012 -0.0360613 0.0200395 internal_weight=0 7319.77 21.7549 12.0212 1272.12 1269.71 228.33 7.74924 220.581 19.9463 16.9079 11.6242 1041.38 200.635 28.5332 13.9903 3.14084 7.90315 172.102 23.3082 21.1061 14.7692 6.3369 9.65698 148.793 115.009 45.9448 69.0637 44.2453 24.8184 internal_count=86175 66517 678 339 19658 15299 2052 59 1993 156 124 91 13247 1837 264 118 46 57 1573 217 201 97 104 70 1356 960 461 499 300 199 is_linear=0 shrinkage=0.1 Tree=578 num_leaves=31 num_cat=0 split_feature=5 3 3 7 1 9 8 7 7 8 7 9 3 9 9 7 5 7 9 9 8 7 1 7 6 4 4 9 7 4 split_gain=0.380474 3.81288 4.16921 5.83078 5.2977 3.67049 6.72442 5.26827 7.40981 5.16169 6.04051 6.72362 6.70594 9.47095 5.62216 5.03329 6.16908 4.88077 4.86198 4.03972 4.68645 4.94713 4.29378 4.931 8.96251 3.76627 4.73038 3.59851 3.84378 3.34378 threshold=2.6485567092895512 30.295001029968265 12.087590217590334 86.067459106445327 139.81220245361331 1.2358905673027041 59.244131955000007 97.813060760498061 91.294353485107436 70.87353305500001 101.85602951049806 1.2644609808921816 9.9818997383117694 1.2492841482162478 1.2762882113456728 88.204822540283217 2.7409050464630131 87.882106781005874 1.2593680024147036 1.2779839038848879 59.948030760000009 89.338031768798842 128.08464813232425 95.67389297485353 53.588890075683601 0.085270501673221602 0.076878000050783171 1.0646093487739565 89.215847015380874 0.033525999635457999 decision_type=10 10 10 10 10 2 10 10 8 10 10 2 10 2 2 10 10 10 2 2 10 10 8 10 8 10 10 2 8 8 left_child=-1 2 5 -4 29 6 27 8 17 10 11 12 13 -7 -13 16 -11 -8 -15 -16 21 -21 23 24 25 26 -22 28 -2 -5 right_child=1 -3 3 4 -6 9 7 -9 -10 15 -12 14 -14 18 19 -17 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00040729064179797998 -0.093771939004455199 -0.0010966999470151482 -0.050001416156698619 -0.050431222401825584 0.091216927290076466 -0.12805622835029784 0.082151322770046623 0.00062191146782575627 0.0840716609352926 0.016405345586109982 0.071555453462608151 0.059100916302013543 -0.1263196366422433 0.090543383801946375 -0.11128935790302096 0.073472848380653308 -0.23614552629395372 -0.058760622950328571 -0.045688516269354468 0.0034518017060006104 0.03511543832765443 -0.1065903270753811 -0.12114947582955621 0.12119651427444039 -0.13255048179544726 0.13500342762642328 -0.094299591920582043 -0.044975671673055009 0.01007988065698439 0.020544025040848141 leaf_weight=6315.5467719411299 3.8099460660014293 1764.2277329904837 11.947576076367111 6.8487569456046948 10.448720692882487 6.0262111400952625 3.6713318694382888 28.32366582006216 28.53149093670072 4.0914668177720186 6.4241284219096988 9.7848382741212827 11.913383785635231 5.799984317738561 4.7577384524047366 11.866914453974458 1.2666456521983489 7.4380459486274049 4.7777014970779419 7.3158180541358915 15.43733894061735 9.252119977027176 2.4041618746705344 3.9932108592620343 4.1658521146964622 2.8370902690803623 3.4568639993667594 20.826516029890627 55.195325240606508 215.49517747899881 leaf_count=57062 36 23018 290 313 112 74 56 294 371 65 76 82 61 69 36 275 22 91 24 112 163 82 24 72 62 16 17 120 957 2123 internal_value=0 0.00110162 0.00873452 0.0181313 0.021628 2.39422e-06 0.0104418 0.0335593 0.0570934 -0.0133478 -0.0221923 -0.028744 -0.0690712 -0.0279952 -0.0106062 0.0371497 -0.0432971 -0.0121933 0.0290105 -0.0233267 -0.0147617 -0.0579996 0.00742044 0.0177617 0.00181253 0.0275697 0.0114378 -0.00923931 0.00337421 0.0183578 internal_weight=0 2272.34 508.108 244.74 232.793 263.368 147.796 67.9645 39.6409 115.571 98.3464 91.9223 28.5173 16.6039 63.405 17.225 5.35811 11.1094 10.5777 53.6202 48.8625 16.5679 32.2945 29.8904 25.8971 21.7313 18.8942 79.8318 59.0053 222.344 internal_count=86175 29113 6095 2838 2548 3257 1925 812 518 1332 970 894 228 167 666 362 87 147 93 584 548 194 354 330 258 196 180 1113 993 2436 is_linear=0 shrinkage=0.1 Tree=579 num_leaves=31 num_cat=0 split_feature=0 8 8 9 6 0 2 9 1 4 7 6 8 1 6 9 9 3 6 9 5 7 8 5 1 1 9 8 9 9 split_gain=0.38747 3.69316 4.02916 11.2972 3.56162 3.05558 4.24695 2.9222 3.52889 3.84196 3.52367 2.81132 2.74182 5.19687 4.49541 3.49414 4.1504 3.84784 4.3118 2.7861 3.29572 2.7291 6.45766 3.51597 3.58287 2.707 6.18552 10.0055 11.4896 8.38743 threshold=0.12999981641769412 84.004879095000021 83.823592210000001 1.203055262565613 48.196331024169929 0.12519665807485583 7967.4946289062509 1.1043708920478823 102.54955291748048 0.12600333243608478 97.657714843750014 54.031345367431648 88.27951542000001 95.10858535766603 49.06915473937989 1.6318134069442751 1.1661193370819094 1869.7449951171877 52.607093811035163 1.2869567275047304 2.689985036849976 88.639492034912124 88.556267855000016 2.7199048995971684 119.12260055541994 87.080352783203139 1.222699046134949 59.392466590000005 1.1644290089607241 1.2526250481605532 decision_type=8 10 10 2 8 10 10 2 10 10 10 10 10 10 10 2 2 10 10 2 10 10 10 10 8 10 2 10 2 2 left_child=1 2 5 -4 -3 25 7 -7 9 -9 11 -10 13 19 -15 16 -16 18 -17 -6 -21 23 -23 24 -14 26 27 -1 -29 -28 right_child=-2 4 3 -5 12 6 -8 8 10 -11 -12 -13 21 14 15 17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.010959913385208972 -0.00040041481508898825 0.079151772184791705 -0.13223040504491637 0.082689726178329134 -0.004456534664655439 0.091287867569036216 -0.067413785345020738 -0.05345453839267568 0.011424220715203626 0.065739201476351192 -0.036634372475492998 0.14215479993133534 -0.066300941730028665 0.13211473238044077 0.014676111905750492 0.113290899854252 -0.088795848965640564 -0.081819914819644346 -0.057611426312318803 -0.12278577384683131 0.06265705841611599 0.074332103038750083 -0.088446683775196558 0.085996941489978135 0.049402917444527891 0.0033058563868090017 0.038199210621394086 -0.011598326826438585 -0.077571398155020732 -0.0060250962774761113 leaf_weight=65.009227901459553 6392.3487840138432 4.1251933699822976 2.9023653529584434 15.54661721922457 94.187656492213137 9.0659617353230733 3.884034314465679 7.9138761582726165 2.3998297614889434 4.1079793721437454 2.458282166699064 5.2295603083184687 10.454782091372181 1.3068260308937159 4.5608361493796137 3.6568942256271821 25.837481185659271 3.9950421680696309 2.4756700154393911 4.0519071766757397 1.2552580694173228 12.280501452885799 3.040548291977756 2.8020069671911179 3.5971212002914408 1553.481181888392 56.870535838417709 64.517294923040026 44.678839438594878 174.38941177699598 leaf_count=501 64878 96 23 147 1238 59 56 56 34 22 25 37 380 28 45 27 1554 40 29 95 87 181 217 178 99 12998 440 743 368 1494 internal_value=0 0.0011408 0.0023608 0.0488788 -0.0126814 0.00193041 0.0311916 0.0434765 0.0238715 -0.0127249 0.0674849 0.101033 -0.0148648 -0.0208629 -0.0504361 -0.0563228 -0.0732713 -0.00545124 0.0442989 -0.00842874 -0.0789246 0.0114816 0.0420277 -0.0162864 -0.0366821 0.00140672 -0.00586955 -0.0201004 -0.038592 0.00485037 internal_weight=0 2190.08 2012.45 18.449 177.628 1994.01 35.0595 31.1755 22.1095 12.0219 10.0877 7.62939 173.503 141.328 41.8327 40.5259 30.3983 10.1276 6.13256 99.4948 5.30717 32.175 15.321 16.8539 14.0519 1958.95 405.465 174.205 109.196 231.26 internal_count=86175 21297 17003 170 4294 16833 289 233 174 78 96 71 4198 3143 1723 1695 1599 96 56 1420 182 1055 398 657 479 16544 3546 1612 1111 1934 is_linear=0 shrinkage=0.1 Tree=580 num_leaves=31 num_cat=0 split_feature=7 4 0 4 6 0 2 1 1 7 7 7 9 9 3 9 4 5 8 8 9 0 0 9 7 6 8 8 3 3 split_gain=0.39192 2.35948 2.62247 2.46542 4.13213 4.69959 5.62308 2.83767 2.38861 2.77751 3.84523 2.24478 2.32259 2.86878 2.89158 3.98343 3.76184 5.95613 3.10514 2.77438 2.45628 2.39453 4.60041 3.26652 2.12657 2.35707 2.77926 2.9617 2.62 3.67282 threshold=97.963802337646499 0.21012333035469058 0.24000012129545215 0.18784166872501376 57.302055358886726 0.099210001528263106 2231.453491210938 48.145000457763679 106.35115051269533 92.67895889282228 90.492675781250014 97.732166290283217 1.0415483117103579 1.1326038241386416 65.085384368896499 1.2593680024147036 0.059196500107645995 2.5870165824890141 74.297319060000021 74.879702425000019 1.2259938120841982 0.11237344890832902 0.1998868137598038 1.1026969552040102 98.23557281494142 57.16821479797364 68.008555565000009 63.039514395000005 65.085384368896499 14.215449810028078 decision_type=8 8 8 10 8 8 8 10 8 10 10 10 2 2 10 2 10 8 10 10 2 8 10 2 8 10 10 10 10 10 left_child=1 3 -3 11 5 -5 7 -7 9 10 -4 -1 -13 21 15 -15 20 19 -19 -18 -16 -14 -23 -24 25 28 27 -27 29 -2 right_child=24 2 8 4 -6 6 -8 -9 -10 -11 -12 12 13 14 16 -17 17 18 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0004813599335512258 -0.0046902639658262246 0.024712436942086212 -0.12001094314031553 0.12279440424910731 0.098167020566568466 0.040595172295042448 0.097965281673193058 -0.058952295742147678 0.055361962268210031 -0.083178847766953765 0.079386819307117149 -0.067439992331662355 0.10682989839092392 -0.080429253135639533 -0.12595108309897651 0.043062444015560211 -0.065198283936227466 0.14154650584625206 0.0042697156417236919 0.046650216251161294 0.014770760651123413 -0.10174961014105544 -0.0048106691039173921 0.12215096222438833 0.00032864557234027979 -0.011123924800434152 0.026936622683157031 -0.12717005769795506 0.014266784122791401 0.099595554567696851 leaf_weight=3529.4149680141541 5.0748267171134094 6.4023552052676678 1.4873804417438901 3.0988876745104799 6.5624908600002518 3.7319490755762805 3.9093314260244361 12.305782701820133 1.9710490657016624 13.329067280399611 2.7649361804360524 8.7216730637519486 2.9343643012689409 13.755356945097448 3.4451335412450161 3.224331126195465 6.8102347096428293 4.463742255124088 2.6118719191290438 3.2886444434989244 1.9382079432398311 2.9662283863872281 5.4341615121229534 3.2315630950033665 4863.4995162951891 7.2050134268356505 10.218796363100408 3.1655298536716145 32.056996411520231 10.095147150088449 leaf_count=36304 56 58 32 19 48 24 25 80 34 132 24 59 24 77 29 72 75 47 22 39 56 30 40 28 48182 48 77 23 324 87 internal_value=0 -0.000793308 -0.0308367 -0.000578012 0.0281599 0.00822486 -0.00957415 -0.0357878 -0.049026 -0.0607289 0.00964123 -0.000814879 -0.0195513 -0.0118316 -0.0258083 -0.056979 -0.00234553 0.0205176 0.0908725 -0.0287754 -0.0752859 0.0261056 0.00574143 0.042535 0.000573863 0.0181598 -0.0100755 -0.0465461 0.0304694 0.0647087 internal_weight=0 3647.8 25.9548 3621.85 29.6084 23.046 19.9471 16.0377 19.5524 17.5814 4.25232 3592.24 62.8255 54.1038 39.5375 16.9797 22.5578 17.1745 7.07561 10.0989 5.38334 14.5663 11.632 8.66572 4931.32 67.8163 20.5893 10.3705 47.227 15.17 internal_count=86175 37378 280 37098 196 148 129 104 222 188 56 36902 598 539 417 149 268 183 69 114 85 122 98 68 48797 615 148 71 467 143 is_linear=0 shrinkage=0.1 Tree=581 num_leaves=31 num_cat=0 split_feature=5 6 4 4 0 4 2 2 0 2 1 1 7 8 5 5 0 4 7 9 1 1 7 1 9 9 2 3 9 8 split_gain=0.356577 2.6603 2.34514 1.51357 1.92642 1.90239 1.91098 1.62807 1.7022 1.55631 3.08718 3.04705 1.82464 1.58214 1.34548 1.26169 1.15587 1.78677 2.49855 2.11953 2.2485 1.69094 1.5336 1.13114 1.11855 1.68265 1.81334 1.56272 3.13563 2.30464 threshold=2.7666265964508061 56.594217300415046 0.20001550018787387 0.043460499495267875 0.29004999995231634 0.04311600141227246 17553.171875000004 12356.027832031252 0.069205000996589675 1839.8850097656252 94.790111541748061 82.676879882812514 88.430774688720717 67.503599680000022 2.770035028457642 2.7863349914550786 0.2443000674247742 0.19435833394527438 99.923999786376967 1.0382359027862551 125.68610000610353 105.6864471435547 92.847381591796889 95.72259902954103 1.0895128250122073 1.1777723431587221 417.26019287109381 52.958499908447273 1.2259938120841982 59.778939185000006 decision_type=10 8 10 10 10 8 10 10 10 8 10 10 8 10 10 10 10 8 10 2 8 8 8 10 2 2 10 10 2 10 left_child=-1 3 14 5 16 6 7 15 -9 11 12 13 -11 -6 -3 -2 17 18 19 -5 21 24 -23 -10 -21 26 -26 29 -29 -27 right_child=1 2 -4 4 9 -7 -8 8 23 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 27 -28 28 -30 -31 leaf_value=-6.4599304683085642e-05 0.0099611220860283695 0.0063020359041418179 0.046461994194033442 0.15013851876047243 -0.098679640869569277 -0.27959168954968866 -0.11399500006353908 0.26403509971269873 0.1708983638722133 0.143009761411482 -0.086376770319289933 0.14789080000644625 0.0091797493798171353 0.10863715844641707 -0.11377267064974553 -0.1027807321167922 -0.043664037146308607 0.080174721556396822 -0.10272984799387677 -0.0483338625686534 -0.12005175269951647 0.021171844166333723 0.18501466614728648 -0.11120523033149332 -0.049369535457165908 0.055025315117963061 0.10279007717142868 0.018666819079959839 -0.12035958815777155 -0.031915495652368085 leaf_weight=8508.5841899922489 4.773047155351378 1.2204465546028576 1.8187108976553643 1.1177798837306898 0.96291313689652891 0.28245136143050054 1.6161107132120376 0.46581639442592837 0.24559843807946891 1.8746906013111591 1.8134684347896834 3.6069770382728166 2.2312956077512354 0.59592083736788481 3.9649908333958592 1.2532532267141503 3.6130068254351491 3.8430523793213061 1.9146929869020812 3.059639224768044 1.2752603915141651 1.2177918339984892 1.0761223460540348 0.33739309347220114 0.99799227245967159 8.3572213375009614 3.6393013463239186 4.1486771438503629 2.6640382626283099 4.8002864624140775 leaf_count=83343 420 26 545 33 88 8 240 8 5 20 21 32 33 52 76 455 60 27 38 182 16 37 9 43 30 88 54 55 75 56 internal_value=0 0.00716425 -0.0512433 0.0137856 0.0202376 -0.0241842 -0.0158838 0.00652697 0.121514 0.0572921 0.0222893 0.0974015 0.0702832 -0.0194253 -0.0855118 -0.0134851 0.0103931 0.0155177 0.00826683 0.0148355 0.00999377 0.015529 0.0980339 0.00763732 0.00868845 0.0157785 0.0700438 0.00317749 -0.0356979 0.0233065 internal_weight=0 68.7879 7.00415 61.7838 52.8101 8.97367 8.69122 7.07511 1.04881 11.0853 5.91945 5.16581 4.10599 1.55883 5.18544 6.0263 41.7249 38.1119 34.2688 32.3541 31.2363 29.9611 2.29391 0.582992 27.6672 24.6075 4.63729 19.9702 6.81272 13.1575 internal_count=86175 2832 647 2185 1006 1179 1171 931 56 246 74 172 53 140 102 875 760 700 673 635 602 586 46 48 540 358 84 274 130 144 is_linear=0 shrinkage=0.1 Tree=582 num_leaves=31 num_cat=0 split_feature=8 0 5 8 9 9 1 1 1 7 9 7 8 1 1 9 2 3 1 9 9 2 3 6 2 9 9 9 9 9 split_gain=0.354214 5.12258 4.19295 4.10816 6.54061 8.35239 17.8115 9.27581 7.46899 7.25387 8.72036 7.33041 7.81567 6.32595 5.04974 14.122 6.96268 4.71076 3.9584 3.9827 12.4643 7.90919 3.8754 3.96929 3.6232 3.36704 2.88275 2.71967 2.71358 6.38947 threshold=84.096144080000016 0.13002999871969226 2.5890133380889897 85.100540475000017 1.32133424282074 1.1677789688110354 109.72610092163087 114.81845092773439 124.70980072021486 95.183742523193374 1.2762882113456728 90.124980926513686 84.718582635000018 130.24291992187503 99.102649688720717 1.1644290089607241 282.41656494140631 580.35501098632824 99.102649688720717 1.3079319000244143 1.310455918312073 566.54000854492199 899.02999877929699 51.968187332153327 614.59500122070324 1.3131380677223208 1.303131699562073 1.1777723431587221 1.1996469497680666 1.1777723431587221 decision_type=8 8 10 8 2 2 8 10 8 10 2 8 10 10 10 2 10 8 10 2 2 8 10 8 8 2 2 2 2 2 left_child=-1 2 -2 4 5 6 14 9 -6 11 27 22 -13 25 15 16 -3 -15 -14 21 -21 -20 23 -7 -22 26 -9 -11 29 -4 right_child=1 3 28 -5 8 7 -8 13 -10 10 -12 12 18 17 -16 -17 -18 -19 19 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00022455472215190725 -0.058213791116340209 0.20607928907682629 -0.0026764378560316902 0.00099238566101679374 -0.05179222046098924 -0.1229486226996573 0.1268871739784698 -0.029744314526244854 0.10694052307654667 -0.01818123887859233 -0.13201422148813186 0.11268619655263877 0.084901339606672052 0.099551182405292468 -0.10891871432155589 -0.083657946955709883 -0.052104466684857353 -0.016795237495998545 -0.0022488759432383438 -0.14490834551903137 0.11244728633349373 0.13849328280730883 0.065371127365381906 0.015106143645601623 0.0034344708376682666 -0.003992036234418803 -0.13216654076033041 0.096763430594598507 -0.015814751994457088 0.095192736321202454 leaf_weight=7690.070716944454 17.963076395897701 3.2364979509729919 50.195066784333903 481.15426988998468 21.539449527859691 3.9781774338334772 6.5693919279146931 5.6801651418209094 3.4374187290668479 4.0148237198591215 4.5267610177397719 28.854378089308739 18.55979048460722 7.5570162236690495 10.988404572010039 10.817705169320105 1.5422634048154575 6.4505625516176233 8.5605168044567126 4.6995785832405117 4.9532349556684467 7.4832463115453711 4.3913795985281459 4.3707509897649297 7.9300188720226297 12.897387035191057 5.3234549909830093 4.2242511212825775 126.34010947032039 7.6931064655072978 leaf_count=67510 968 30 686 12644 160 26 34 31 19 28 20 173 116 35 76 63 40 29 41 24 23 32 26 30 34 64 32 42 3018 121 internal_value=0 0.00188704 -0.0120962 0.00602208 0.0179679 0.024706 -0.0205597 0.035095 -0.0299468 0.05021 -0.0205109 0.0598368 0.070922 -0.00738753 -0.0569953 -0.020413 0.122755 0.0459731 0.0478302 0.0273692 -0.00550508 0.0633971 -0.0106761 -0.0506755 0.0453467 -0.0386604 -0.0792953 0.040752 -0.00759956 0.01033 internal_weight=0 885.932 202.191 683.741 202.587 177.61 33.1543 144.455 24.9769 106.547 12.7658 93.7811 81.0408 37.9086 26.5849 15.5965 4.77876 14.0076 52.1864 33.6266 17.5828 16.0438 12.7403 8.34893 12.8833 23.901 11.0036 8.23907 184.228 57.8882 internal_count=86175 18665 4793 13872 1228 1049 243 806 179 615 90 525 443 191 209 133 70 64 270 154 81 73 82 56 57 127 63 70 3825 807 is_linear=0 shrinkage=0.1 Tree=583 num_leaves=31 num_cat=0 split_feature=9 9 4 0 2 8 9 2 1 3 2 6 1 7 1 8 3 1 5 4 7 9 1 8 8 8 8 9 1 3 split_gain=0.392547 2.19625 12.484 3.94888 3.98142 4.63461 9.09202 6.28529 4.02069 5.04183 3.53536 3.21094 6.47365 6.40502 2.7426 2.70622 5.56094 5.84419 6.65838 6.35186 6.01792 5.20142 8.67272 6.05111 5.59613 15.3736 11.9175 8.05349 8.46202 7.55866 threshold=1.3680611252784731 1.3875452280044558 0.10998599976301195 0.157120056450367 1115.8455200195315 82.704916510000018 1.3758142590522768 5296.0021972656259 106.00159835815431 122.10000228881837 1580.6350097656252 55.266059875488288 114.81845092773439 94.140834808349624 121.6716995239258 73.869909720000024 406.54499816894537 91.564998626708999 2.5799700021743779 0.069995000958442702 99.208786010742202 1.4366575479507449 102.86154937744142 73.93013833000002 74.680035045000011 83.074457065000004 75.139998530000014 1.4029334783554079 100.33264923095705 37.920721054077156 decision_type=2 2 8 8 10 8 2 8 10 10 10 10 10 8 8 10 10 10 10 10 10 2 8 10 10 10 10 2 8 10 left_child=-1 2 11 -4 -5 6 10 8 -8 -10 -6 -2 13 -13 -11 16 -3 18 -18 -19 -21 22 24 -23 29 26 -26 -27 -29 -17 right_child=1 15 3 4 5 -7 7 -9 9 14 -12 12 -14 -15 -16 21 17 19 -20 20 -22 23 -24 -25 25 27 -28 28 -30 -31 leaf_value=-0.00027459076033134938 -0.098581522116444317 -0.0030689748381423063 -0.088641072060840209 0.052018492681694388 0.082185481589227755 0.13415163205244937 0.065095512339800141 0.12345011669284021 -0.11405794521638191 -0.026081337436449994 -0.10712007721669295 0.2533220049671247 -0.084910825995508588 -0.0031413477944291128 0.053749071638247617 0.071654304983038083 -0.0097094581352576842 -0.0075393753963263633 0.19848508632945783 0.083005113885818715 -0.053935212992732864 -0.099597500732524435 -0.060642751353891501 0.0027474112639775897 -0.0029757741101054513 0.090126833991348923 -0.11814825905088443 -0.014048726689230788 0.16075814327699478 -0.017644221250924449 leaf_weight=7408.2944627486741 9.5457449576492781 89.199021101971084 2.7780592474155128 50.090340381211718 1.1220014691352833 2.9100776910781851 8.9419105742126721 5.656707175076007 4.1265811994671848 9.8415442928671855 8.1701054554432613 1.3389144518805531 6.5857446200679988 3.5710354964394355 7.647763453423976 18.901866499334574 2.3848673896864048 27.840715458342402 4.3164222675513884 20.98872848174506 3.7883213520472045 5.8243368887342504 36.533637468313827 710.77019838236811 15.509971737861632 10.779425573418846 21.354039127472788 50.992274779855506 2.9282402625831301 19.013912590220571 leaf_count=68212 644 3187 63 359 8 12 78 34 22 44 152 23 164 59 33 134 36 1454 38 188 33 117 1298 8516 112 85 561 316 54 139 internal_value=0 0.00170123 0.0143765 0.0289372 0.0322531 0.0118044 0.00398051 0.0266222 0.00869789 -0.0146323 -0.0842618 -0.0557127 -0.0201156 0.0667947 0.00882708 0.000211953 0.0127108 0.0364392 0.124392 0.0252376 0.0620674 -0.00186769 -0.0172703 0.00191557 -0.00590985 -0.0181484 -0.0696912 0.0112191 -0.00455556 0.0268731 internal_weight=0 1163.45 122.327 101.285 98.507 48.4167 45.5066 36.2145 30.5578 21.6159 9.29211 21.0414 11.4957 4.90995 17.4893 1041.13 148.518 59.3191 6.70129 52.6178 24.777 892.608 176.013 716.595 139.48 101.564 36.864 64.6999 53.9205 37.9158 internal_count=86175 17963 1695 805 742 383 371 211 177 99 160 890 246 82 77 16268 4936 1749 74 1675 221 11332 2699 8633 1401 1128 673 455 370 273 is_linear=0 shrinkage=0.1 Tree=584 num_leaves=31 num_cat=0 split_feature=2 0 0 9 9 1 0 8 6 5 4 6 2 5 7 8 6 5 5 1 1 0 7 7 1 0 9 2 5 3 split_gain=0.375252 2.38104 2.12233 3.6148 4.49986 4.54936 3.3853 3.75735 2.48049 4.97695 3.78333 4.34718 3.10902 3.26068 2.40316 2.25527 2.47806 3.79264 4.78145 4.47298 3.61008 3.23844 2.39121 3.22728 2.75584 2.32397 2.20236 2.19208 2.13273 2.51495 threshold=10859.040039062502 -0.037466512992978089 0.20998344570398333 1.0596722364425661 1.0845726132392886 93.03079986572267 0.20000014454126361 67.714191485000015 58.570875167846687 2.6300150156021123 0.071003500372171416 52.311855316162116 288227.26562500006 2.599985003471375 90.492675781250014 88.484342550000022 50.680240631103523 2.6611049175262456 2.6364799737930302 111.7962989807129 103.78250122070314 0.78017500042915355 87.132465362548842 90.124980926513686 119.12260055541994 0.65110000967979442 1.5776674151420595 14056.177734375002 2.7081149816513066 10.810550212860109 decision_type=10 8 10 2 2 10 10 10 8 10 8 10 10 10 10 8 10 10 8 10 10 10 10 8 10 8 2 8 10 10 left_child=-1 -2 6 -4 5 -5 -3 -8 10 -10 12 -12 15 -14 -15 16 21 18 19 20 -18 22 -6 28 -25 26 -19 -21 -24 -30 right_child=1 2 3 4 8 -7 7 -9 9 -11 11 -13 13 14 -16 -17 17 25 -20 27 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0001986179687389535 -0.06893912749692703 0.0050927756456750767 0.043642925031877597 0.02654712709753182 -0.047107143562813147 -0.1152967231351284 0.14499659259464676 -0.020577903580983312 -0.089606474163426195 0.12818834580245042 -0.14518883995502704 -0.02710464263825281 0.065884595067656385 -0.044318224858957381 -0.16112526923179285 0.060661758609210061 0.020676054656166787 0.017133676643412234 -0.084796053177323638 0.047197757254966763 0.15730235952256943 -0.15342024017972547 -0.012318882014506352 -0.15884200013615496 0.01723828552940776 0.10882761557508619 0.12178953571233984 -0.082594501134594211 -0.006332529214469149 0.13984675725426404 leaf_weight=7918.1377146982013 4.6572116165334592 486.39782566320491 12.625432681108576 3.1952631991589424 11.270560239423508 7.7345880796201527 3.5953141536056128 2.2148704826831818 1.5045363625067683 3.4670710877521742 3.6025240607559708 23.162327647209167 2.1900157338241106 8.7818067294083431 2.2032483471994047 7.1009898166812482 7.1849057084764407 19.839742997099176 6.8630693954328299 1.7658354880113609 2.6462585657136515 1.791512258700094 3.3379033759410923 1.6303647242930321 1.9543528367448741 4.2082072775519874 2.2375347669913017 4.9457808475126512 1.7865330897620877 3.4493277825094992 leaf_count=77939 76 5930 222 26 164 160 50 10 22 48 35 179 21 143 59 61 91 430 93 27 33 11 30 36 35 33 30 81 18 82 internal_value=0 0.00230552 0.00282179 -0.00757123 -0.0122617 -0.0738297 0.00599918 0.0818788 -0.00695989 0.062278 -0.00978249 -0.0429987 -0.000442796 -0.0455333 -0.067746 0.00680083 0.00169529 0.0146527 -0.0146243 0.0144877 0.0574518 -0.0238343 -0.0139254 0.016833 -0.0628448 0.0407223 0.0277406 -0.048446 0.0501466 0.0899688 internal_weight=0 647.345 642.688 150.48 137.854 10.9299 492.208 5.81018 126.924 4.97161 121.953 26.7649 95.1879 13.1751 10.9851 82.0129 74.9119 49.6913 23.4059 16.5428 9.83116 25.2206 23.429 12.1585 3.58472 26.2855 22.0773 6.71162 8.57376 5.23586 internal_count=86175 8236 8160 2170 1948 186 5990 60 1762 70 1692 214 1478 223 202 1255 1194 818 325 232 124 376 365 201 71 493 460 108 130 100 is_linear=0 shrinkage=0.1 Tree=585 num_leaves=31 num_cat=0 split_feature=0 5 8 8 9 8 8 5 8 1 1 9 1 7 4 8 5 1 3 4 3 8 8 9 7 1 0 9 0 4 split_gain=0.349431 2.88479 5.5072 4.70225 5.55419 4.19361 4.17654 3.9782 3.92234 3.79712 6.63582 5.68582 6.50723 6.09001 5.123 5.10252 4.36055 3.80643 3.53526 3.40097 3.20219 2.51133 6.14307 7.52731 4.611 5.00219 5.36725 5.16053 4.4979 5.54899 threshold=0.12999981641769412 2.5273933410644536 75.01961497500001 41.376632000000008 1.1694471240043642 51.797274035000008 55.434759575000008 2.5099099874496464 67.847581670000025 138.72499847412112 173.65999603271487 1.5335874557495119 107.59039688110353 105.28884506225587 0.12861499935388568 74.879702425000019 2.3302499055862431 78.060043334960952 546.59375000000011 0.090002503246068968 150.47010040283206 46.426018395000007 47.632367260000002 1.0299918651580813 88.639492034912124 115.38129806518556 0.0140050002373755 1.1342637538909914 0.11000006645917894 0.13167417049407962 decision_type=8 8 10 10 2 10 10 10 8 10 10 2 10 8 8 10 10 10 10 8 10 10 10 2 8 10 10 2 10 10 left_child=1 2 3 -1 5 7 -6 -5 -7 11 19 13 15 14 -8 18 -15 -18 -13 -11 -16 24 23 -23 -3 26 -26 -27 -28 -30 right_child=-2 21 -4 4 6 8 9 -9 -10 10 -12 12 -14 16 20 -17 17 -19 -20 -21 -22 22 -24 -25 25 27 28 -29 29 -31 leaf_value=-0.14045072180940563 -0.00038296023883911836 -0.10425098178200616 -0.090072855712835326 -0.1016658023389917 -0.11699289793252643 0.12336597499922586 -0.075935664146005166 0.047699461242188879 0.0041180966748712603 0.071461040010274729 -0.068861597777607128 0.033552623285133705 0.12887538784150818 -0.081337664303168855 -0.058262302266676169 0.10137487499939944 -0.024671765651514441 0.08114370841562496 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3.11081 3.72216 3.27685 4.34303 3.06651 2.9299 4.03974 2.97925 2.72477 threshold=624.97500610351574 0.039457499980926521 136.95379638671878 85.728648085000017 1.1946979165077212 1.5024287104606631 2.7425899505615239 2.5890133380889897 88.204822540283217 102.73867416381837 85.100540475000017 1.224454998970032 1.1996469497680666 97.491569519042983 55.945426940917976 93.680648803710952 83.758449285000026 58.920650482177741 70.174999237060561 0.086785998195409789 1.0613657236099245 1.2210472226142886 1.2259938120841982 0.097016669809818282 1.2887282371520998 31.000000000000004 60.076609070000011 59.244131955000007 352.41999816894537 1.310455918312073 decision_type=8 8 10 10 2 2 8 10 8 10 8 10 2 10 8 10 10 8 10 8 2 2 2 8 2 10 10 8 10 2 left_child=1 2 3 6 -5 -6 8 -4 -1 10 -10 12 13 16 15 -15 18 -18 26 -20 -21 -14 -23 -24 -25 -22 27 -3 -28 -26 right_child=-2 11 7 4 5 -7 -8 -9 9 -11 -12 -13 21 14 -16 -17 17 -19 19 20 25 22 23 24 29 -27 28 -29 -30 -31 leaf_value=-0.028288676976997964 -0.0006158535869655638 0.024252620667682627 0.049197271229453055 0.049204686514306227 -0.11623927289071495 -0.0052980778259355422 -0.053704762468713245 -0.060264830072316644 0.057488789313547894 -0.037618299839958347 0.14599620701672966 0.00083077689786780536 0.12854723551101568 0.028363625125012566 0.017897500038578412 -0.097456546946722122 -0.070407229860348905 0.11723825900674985 0.044002120217448204 -0.028180582484220271 0.012906716602500326 -0.095575216292309639 -0.048088258649768498 0.08358954137559356 -0.10914322400652705 -0.10565376526510117 0.013910355704457214 -0.12080564882982343 0.15805294700654418 0.022245117120680891 leaf_weight=2.7274039633621205 4602.2086988664087 4.0012956288946979 2.3084234950219971 7.6412211498245624 2.980358040618742 15.111524176405508 2.1256377900481302 9.962290454466709 27.446062673132477 2.1355139400275212 3.0187359638512126 3709.3260880693229 2.427048513840421 5.7857347270182791 50.412608461373566 8.4666880158474651 2.0040368845220646 3.6394863688619807 4.9785063348244876 24.179732425646762 2.4256229535676566 2.9537392333149937 5.0547252803044049 10.898447380168372 2.1700945827178648 21.679824437684147 10.634620869706849 3.690666882233927 1.657383934361859 5.7888916131068981 leaf_count=27 47273 650 83 95 863 214 203 359 337 22 16 34106 27 57 389 45 28 30 42 322 46 20 118 88 18 275 160 37 29 196 internal_value=0 0.000694118 0.0160303 0.0268476 -0.00196295 -0.0235739 0.0466425 -0.0396723 0.0526803 0.0594544 0.0662589 0.000396032 -0.00893355 -0.0148631 0.00373045 -0.0463802 -0.0301037 0.0506046 -0.0363221 -0.0510964 -0.0609017 0.0201254 0.0103307 0.0234126 0.0425784 -0.0937236 0.00305616 -0.0453475 0.0333457 -0.0135792 internal_weight=0 3957.63 75.4572 63.1865 25.7331 18.0919 37.4534 12.2707 35.3277 32.6003 30.4648 3882.18 172.849 143.556 64.665 14.2524 78.8912 5.64352 73.2477 53.2637 48.2852 29.2929 26.8659 23.9122 18.8574 24.1054 19.984 7.69196 12.292 7.95899 internal_count=86175 38902 2219 1777 1172 1077 605 442 402 375 353 36683 2577 2110 491 102 1619 58 1561 685 643 467 440 420 302 321 876 687 189 214 is_linear=0 shrinkage=0.1 Tree=587 num_leaves=31 num_cat=0 split_feature=8 9 9 6 2 1 2 6 1 1 6 7 4 3 3 1 8 3 7 6 4 5 9 6 6 3 3 9 9 2 split_gain=0.361596 2.53287 1.61518 6.0504 5.76898 4.27978 3.80514 4.46174 3.68735 2.71173 4.13039 5.76037 4.69777 2.65203 2.59739 3.60631 1.90013 8.61077 12.1378 1.59442 2.17461 3.41828 2.70341 1.697 2.95466 2.70353 5.57569 3.48942 4.55754 3.20703 threshold=27.513094805000005 1.1026969552040102 1.0895128250122073 51.968187332153327 154.21499633789065 62.174999237060554 677.77099609375011 53.337013244628913 96.603199005126967 56.274999618530281 55.172666549682624 98.818088531494155 0.091664999723434462 113.11325073242189 142.42850494384768 125.68610000610353 25.090244000000002 277.30780029296881 94.31333160400392 61.122201919555671 0.20619666576385501 2.6252865791320805 1.0744642019271853 54.590385437011726 53.860177993774421 386.97500610351568 257.75955200195318 1.0415483117103579 1.0465513467788699 3217.5720214843755 decision_type=8 2 2 10 10 10 10 10 10 10 10 10 8 10 8 10 8 8 10 10 8 10 2 10 10 10 10 2 2 10 left_child=1 2 16 8 5 -5 7 -6 -4 -9 12 -12 -11 -8 -15 -16 19 -18 -19 20 23 -22 -23 24 -1 26 27 -25 -29 -27 right_child=-2 -3 3 4 6 -7 13 9 -10 10 11 -13 -14 14 15 -17 17 18 -20 -21 21 22 -24 25 -26 29 -28 28 -30 -31 leaf_value=0.0030300443326958895 0.00012016783689847981 -0.12039893771499888 -0.28413781906320462 0.015266901085243676 0.12097883663523874 -0.14620579896842953 0.045379598359275471 0.093940874044210254 -0.077514007919603445 -0.0080161061562152077 0.045132666984529529 -0.11143870542451582 0.13585628637536662 -0.14843045762880608 -0.099109097551971143 0.062675853740805657 -0.11233080022926592 -0.1153288037634651 0.19085529516105515 0.093945836694123541 -0.11684713806503576 -0.091120576138722514 0.10856279819733623 0.054107169131058334 -0.034456966167030353 -0.10785250714636835 0.0932916154410693 -0.11899425195300573 0.0051915859410126631 0.025897108575911262 leaf_weight=168.49438410342952 8227.6224348299129 1.8357092663645733 1.1134683489799488 2.5248961672186843 4.3153383061289814 4.6911544048925862 2.6519310995936385 3.3189269043505218 3.8500095931813121 6.6171246133744717 3.8769658915698511 5.9651658833026886 3.4542822092771548 2.7786039486527416 3.2393423877656469 2.397570513188839 6.8400689490372288 2.2902383860200652 2.9785288274288177 1.880409061537647 3.8063726662548438 1.1327783346287106 1.6887727528810501 12.916388598499905 24.023240924681886 3.5583389285020521 9.7828136812895519 3.285040481016039 29.431906628422439 3.6130403690040112 leaf_count=1415 82571 15 6 13 28 38 15 26 78 38 20 30 17 14 53 17 88 33 16 323 344 260 8 144 215 29 63 37 191 30 internal_value=0 -0.0032639 -0.00260536 -0.0189918 -0.00763395 -0.0897065 0.00770299 0.0275999 -0.123866 0.0102552 -0.00369247 -0.0497629 0.0413291 -0.0418221 -0.0693015 -0.0302965 0.000413418 -0.0383202 0.0577626 0.00219261 0.00153341 -0.0550165 0.0283952 0.00300264 -0.00164776 0.0173072 0.0247838 0.0100971 -0.00727766 -0.0404676 internal_weight=0 328.353 326.517 50.7948 45.8313 7.21605 38.6153 27.5478 4.96348 23.2325 19.9135 9.84213 10.0714 11.0674 8.41552 5.63691 275.722 12.1088 5.26877 263.613 261.733 6.62792 2.82155 255.105 192.518 62.5875 55.4161 45.6333 32.7169 7.17138 internal_count=86175 3604 3589 393 309 51 258 159 84 131 105 50 55 99 84 70 3196 137 49 3059 2736 612 268 2124 1630 494 435 372 228 59 is_linear=0 shrinkage=0.1 Tree=588 num_leaves=31 num_cat=0 split_feature=7 7 9 9 5 7 7 2 5 0 0 2 4 1 3 6 3 8 8 9 7 8 0 3 9 0 2 8 6 6 split_gain=0.374256 2.23593 4.45074 9.82123 7.77995 7.29662 5.47772 4.35742 4.06565 4.01298 3.92702 3.98129 6.91297 4.65591 3.80599 3.71571 3.36518 3.35573 6.56685 3.20606 3.08993 3.01747 2.95978 4.4516 6.46108 4.47978 4.10631 5.35976 3.82031 5.1607 threshold=97.049575805664077 95.422435760498061 1.1076380610466006 1.1026969552040102 2.6547749042510991 95.549999237060561 96.977798461914077 2183.329956054688 2.6378600597381596 0.52004998922348034 0.099210001528263106 1365.7219848632815 0.060900999233126647 103.16975021362306 45.620000839233406 54.904756546020515 2141.599975585938 50.568756935000003 59.392466590000005 1.1777723431587221 95.482738494873061 66.704003095000019 0.12999981641769412 131.70989990234378 1.1193306446075442 0.29999986290931707 2183.329956054688 83.282422660000023 62.096370697021491 56.153474807739265 decision_type=8 10 2 2 10 10 10 10 8 8 10 8 8 10 10 8 10 10 10 2 10 8 8 10 2 8 10 10 10 10 left_child=1 -1 3 4 6 7 16 10 -5 14 -4 12 -12 15 -6 -14 20 -16 -19 -9 -3 -20 -7 28 25 -25 27 -26 29 -24 right_child=-2 2 5 8 9 22 -8 19 -10 -11 11 -13 13 -15 17 -17 -18 18 21 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31 leaf_value=0.00030973504618784218 0.00052276776479415958 0.081485158335403735 -0.14392994115790766 0.12545815213939357 0.10232497652618827 0.0027868549951340954 -0.13107537599408134 -0.089702685957930114 0.004332057526111494 -0.090048252735769663 0.083065406043843493 -0.17303751408536433 0.074740778425563481 -0.13703568550375422 0.057204595895107097 -0.077246522699448872 -0.070727855364739245 -0.053941326069252386 0.11293827446647989 0.043756060338515465 -0.0095828742385829831 -0.01274085629084741 0.0071891897777070536 -0.063334213379080642 -0.06127973640114906 -0.24192635351347055 0.0094593372690277011 0.01829969762342833 0.12036744351192548 -0.033367795254323269 leaf_weight=2815.2998027421554 5185.823046893448 3.911462550982832 6.597380059160062 9.399278830736872 8.0224213878391293 147.29776204892914 3.9991382926236829 2.5491736251860839 3.9296694397926339 2.5094729608827029 3.7378349154751049 2.4485653834417453 2.7345483438402933 5.8459144662556355 18.045656939968467 3.9063018643355463 8.6783841624855977 10.843477331451142 5.0151017233729336 6.1250172502659552 78.483242793037789 3.0858273939447836 88.317746813296253 3.4263904597610226 36.954844917150695 2.3802294917404652 21.600670823259861 10.977423725882543 2.3878008145838967 48.661219278175849 leaf_count=29997 51257 26 44 50 79 1181 30 21 30 21 63 24 24 52 137 27 84 90 45 59 565 56 887 32 440 13 260 207 16 358 internal_value=0 -0.000831181 -0.00665141 0.00765931 -1.38625e-05 -0.0122869 -0.0165281 -0.0566184 0.0897475 0.0330244 -0.0776095 -0.0541779 -0.03624 -0.0719534 0.0398858 -0.0146617 -0.0114982 0.0263439 -0.00305265 0.00453517 -0.00525967 0.0650642 -0.00813 -0.0156194 -0.0352035 -0.136542 -0.0267409 -0.0430545 -0.00503256 -0.00721851 internal_weight=0 3367.17 551.872 155.923 142.594 395.949 95.0722 33.9447 13.3289 47.522 25.2705 18.6732 16.2246 12.4868 45.0125 6.64085 91.0731 36.9901 18.9444 8.67419 82.3947 8.10093 362.004 214.706 75.3396 5.80662 69.5329 47.9323 139.367 136.979 internal_count=86175 34918 4921 1213 1133 3708 705 314 80 428 234 190 166 103 407 51 675 328 191 80 591 101 3394 2213 952 45 907 647 1261 1245 is_linear=0 shrinkage=0.1 Tree=589 num_leaves=31 num_cat=0 split_feature=9 1 6 8 2 6 5 1 4 5 8 0 7 0 4 7 7 9 1 0 5 3 3 1 4 3 5 2 0 2 split_gain=0.361341 1.06241 0.983338 2.30988 3.32156 4.62657 3.10309 2.69728 2.30196 2.29741 1.89972 1.79793 3.09713 2.87527 2.22189 2.02031 2.01632 1.81658 1.64646 2.30513 2.13683 1.68408 2.49319 1.70539 1.64459 1.85895 1.29965 1.62261 1.21039 1.88899 threshold=1.0083022713661196 40.679105758666999 57.808019638061531 40.878328720000006 119.61317062377931 53.092426300048835 2.5197299718856816 82.942451477050795 0.048435999080538757 2.6300150156021123 39.379337840000005 0.35390499234199529 100.7435646057129 0.16223328560590747 0.086785998195409789 104.20518112182619 97.049575805664077 1.0049744844436648 61.094999313354499 0.24000012129545215 2.6299934387207036 63.32500076293946 2.920450091362 74.43500137329103 0.080005999654531493 38.954999923706062 2.6734716892242436 26.836180686950687 0.29535000026226049 35.120000839233406 decision_type=2 8 10 8 8 8 8 8 10 8 10 8 8 10 10 10 10 2 10 8 8 10 10 10 8 10 10 10 10 10 left_child=1 -1 3 26 6 8 -5 24 -6 10 -4 12 -12 -14 -13 16 17 -16 -8 -20 -21 22 23 -22 -7 -26 27 -3 29 -29 right_child=-2 2 9 4 5 7 18 -9 -10 -11 11 14 13 -15 15 -17 -18 -19 19 20 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.075604415667676658 6.2662973990789027e-05 -0.053037428271169945 -0.10900969822947511 -0.10655234223891082 -0.034154118433522354 0.073380489464570001 -0.032912580067978668 -0.10236732209965663 0.10552981383753296 0.11616631066288585 -0.01616856407566809 -0.16327711281772128 -0.034589652846646911 0.11556681726619021 -0.11906854429404677 -0.097698445153736477 0.10776453997177662 0.024912058073111993 -0.073790097358721399 0.12630741911375773 0.054948788840788354 -0.052630057990951662 0.073092135746008119 -0.11395400473465267 0.027703845116059625 -0.14587479594499328 -0.054631093268656311 0.114247135921079 0.093029601386740712 0.0080977333399735712 leaf_weight=1.5745704192704568 8447.7175303386703 2.9509047444603373 1.4670472632619809 2.5484093791601508 2.4955487996339825 1.5251559577882314 6.4346465492853921 12.831277099580801 2.2376654522959143 1.8755573593080033 6.9182092770934043 1.0480563849560036 1.691562305204571 5.1813767267158255 1.2499844678577572 1.9183125226745685 1.8284322656691072 2.9311096919700503 1.9924329439818338 2.4361139899119779 1.0197856588201815 2.3344335798174152 6.9099415903910995 1.4446263077988986 1.2393913320993313 1.22859451174736 2.8397918171249321 1.8456565518863559 2.3948981876164899 18.288057665689848 leaf_count=253 84475 224 51 47 24 13 37 196 23 19 41 9 17 70 70 43 14 29 27 18 19 20 78 45 33 9 37 17 40 177 internal_value=0 -0.00590543 -0.00717481 -0.0129937 -0.0266633 -0.055459 -0.00195165 -0.0800308 0.0318826 0.0095393 0.00128708 0.00839431 0.0310654 0.0786104 -0.026439 -0.00834904 0.0201724 -0.0181325 0.00985792 0.0269123 0.0410972 0.0233684 0.0422938 -0.0440612 -0.00825625 -0.0587058 0.00953766 0.0166895 0.0258227 0.0178284 internal_weight=0 102.682 101.107 74.9973 46.678 21.5576 25.1204 16.8244 4.73321 26.1096 24.2341 22.767 13.7911 6.87294 8.9759 7.92784 6.00953 4.18109 22.572 16.1373 14.1449 11.7088 9.37435 2.46441 3.99314 2.46799 28.3193 25.4795 22.5286 20.1337 internal_count=86175 1700 1447 1084 589 298 291 251 47 363 344 293 128 87 165 156 113 99 244 207 180 162 142 64 55 42 495 458 234 194 is_linear=0 shrinkage=0.1 Tree=590 num_leaves=31 num_cat=0 split_feature=6 4 1 3 9 8 1 0 5 5 2 3 5 0 2 9 9 5 3 4 6 4 8 8 2 6 0 8 4 5 split_gain=0.356187 2.29597 5.0532 2.26133 2.59966 3.09567 2.31897 2.19361 5.53269 3.67889 3.61831 3.34242 3.41478 3.02788 3.40259 3.35943 3.81035 2.99366 6.9048 3.24648 2.98154 3.19663 2.85585 7.0135 3.67707 3.03267 5.49897 3.03059 2.80483 3.78523 threshold=59.754011154174812 0.053801501169800765 82.310581207275405 5455.2058105468759 1.4318569302558901 46.426018395000007 197.17499542236331 0.20000014454126361 2.6399934291839604 2.6582233905792241 575.37423706054699 150.47010040283206 2.5201749801635747 0.1799832955002785 2412.693969726563 1.5776674151420595 1.558970093727112 2.6582233905792241 16.667900085449222 0.20001550018787387 61.314634323120124 0.13167417049407962 48.641006055000013 51.21285000000001 1933.2100219726565 59.888229370117195 0.094338413327932372 49.585035525000009 0.090991999953985228 2.5399399995803837 decision_type=10 10 10 10 2 10 8 10 10 10 10 8 8 10 8 2 2 10 10 10 10 10 10 10 8 10 10 10 10 10 left_child=-1 2 -2 6 5 -5 7 8 13 -10 17 12 -12 14 15 16 22 28 -19 -20 21 -14 -3 27 25 26 -25 -24 29 -9 right_child=1 3 -4 4 -6 -7 -8 10 9 -11 11 -13 20 -15 -16 -17 -18 18 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00015301425486059775 -0.097585149638163282 -0.04739557295799926 0.03617161964603479 0.0096650612317555149 0.006428220463628064 -0.13245768319534013 -0.074753592539281696 -0.078057030873978472 0.10280072568048258 0.019280569481381817 -0.10974831511013788 -0.13175895299026413 0.022288865892846142 0.035061507069392941 -0.069537768057524846 0.095150917585940686 -0.090889940988615969 0.02989724569918524 -0.10075860307399193 0.040225776451738346 0.069792102159016184 -0.12753100850367668 0.03212114147380233 0.033427845111469623 0.085864537335938351 -0.0022693234577653766 -0.14469646052898447 0.15300432845582645 0.0026312645495764932 -0.00042138804485701808 leaf_weight=8044.9726790135701 3.12752161547587 12.267864708942396 29.147247058412177 2.2629369718488288 5.2576572112739086 4.7486873269081116 4.4882817789912215 10.706896065685216 8.7667851195437851 13.237111782080317 3.7390795264509515 4.0874583405966396 3.2698728637769818 21.094259256962687 7.829087456688284 3.4823681947309515 4.9042779467999926 8.8608736417336349 12.497023149091545 1.8788837110332668 3.940317842818331 2.5229912360664457 4.1834333185106498 2.9953448168234891 4.4921210259199134 111.48067718325183 4.1129501173272729 4.1129173785448074 183.91967448724836 15.189696593617553 leaf_count=81137 25 105 318 21 41 37 34 102 76 131 72 69 24 172 77 40 71 374 224 26 39 19 28 22 26 764 28 35 1902 136 internal_value=0 -0.00259099 0.0232102 -0.00436151 -0.046729 -0.0865889 -0.00322668 -0.0025189 0.00520886 0.0525566 -0.00877723 -0.0525516 -0.0285203 -0.000548559 -0.00524744 -0.00193672 -0.0042127 -0.00547899 -0.0395359 -0.0823324 0.00268414 -0.0429628 -0.0012534 0.0030553 -0.00294337 -0.00630739 -0.0696372 0.092049 -0.00170725 -0.0325197 internal_weight=0 502.604 32.2748 470.33 12.2693 7.01162 458.06 453.572 202.959 22.0039 250.613 17.5597 13.4723 180.955 159.861 152.032 148.55 233.053 23.2368 14.3759 9.73318 5.79286 143.645 131.377 123.081 118.589 7.10829 8.29635 209.816 25.8966 internal_count=86175 5038 343 4695 99 58 4596 4562 1575 207 2987 223 154 1368 1196 1119 1079 2764 624 250 82 43 1008 903 840 814 50 63 2140 238 is_linear=0 shrinkage=0.1 Tree=591 num_leaves=31 num_cat=0 split_feature=0 2 8 9 9 0 8 6 9 6 3 8 6 1 7 9 1 1 3 2 9 1 9 1 3 1 9 3 8 1 split_gain=0.357626 0.6158 0.480417 0.361467 2.04181 6.01717 6.56238 7.73753 11.684 10.302 9.10507 7.36172 6.97846 6.85074 6.59432 6.15054 6.06905 5.17198 4.93336 4.60528 4.87341 7.10785 5.56861 4.47799 7.00061 5.96703 4.787 7.44596 4.72996 4.32494 threshold=1.7934499979019167 21.717584609985355 70.628452205000016 1.3680611252784731 1.2924330830574038 0.10000500082969667 83.945794545000012 52.576929092407234 1.3460645675659182 60.751745223999031 354.66000366210943 83.351226575000013 52.197921752929695 113.47620010375978 104.20518112182619 1.2964575886726382 65.658298492431655 116.01065063476564 580.35501098632824 2673.954956054688 1.310455918312073 118.47315216064455 1.303131699562073 88.472000122070327 75.536796569824233 111.22568511962892 1.3566636443138125 38.954999923706062 83.074457065000004 102.23339843750001 decision_type=10 10 8 2 2 10 10 8 2 8 10 10 10 8 8 2 8 10 10 10 2 10 2 10 10 8 2 8 10 10 left_child=3 2 -2 4 -1 6 7 12 9 14 23 29 18 -13 -9 -8 -11 -17 -6 20 22 -22 -19 -10 26 -26 -25 -28 -29 -12 right_child=1 -3 -4 -5 5 -7 15 8 10 16 11 13 -14 -15 -16 17 -18 19 -20 -21 21 -23 -24 24 25 -27 27 28 -30 -31 leaf_value=0.00025579062011343954 -0.10125061126248831 -0.069290815059158198 0.056824270353676348 0.0016494069614215725 -0.046982975560069508 0.0082755931551393037 -0.055190984593240761 -0.036776118486180003 -0.10378829350667983 0.073316897813696283 -0.11721287195468114 0.22328604647613248 0.084712881724384279 0.04491854527562069 0.068343432333710818 0.024567248656242678 -0.096266868002058137 0.027053045507339529 0.025046457900545799 -0.081121330795724797 -0.077816452506566214 0.043386983215974187 -0.12480708752373496 0.10036940520818589 -0.021155713675111439 -0.12244296704755164 -0.12751354902936415 0.13086326800009351 -0.027689774146468411 0.024810943676761697 leaf_weight=6754.0204561765031 0.24383882799884227 1.8962294156590358 0.90894434833899151 1154.2499324561713 16.736366681056211 207.68950105149543 15.850067718536591 76.388448012527078 6.5821548681124105 2.2194181955419472 2.3853958211839226 3.6137255355715725 10.837842649780212 5.3282432779669771 6.4733553230762473 91.344887490166002 42.938713243690358 4.1206545829772931 22.018513044342399 8.8305336224730109 6.0677428056951639 23.882925792539027 5.8324675709009171 6.8488947878067874 28.247149153743521 7.324500801791145 3.4624064466915998 3.6740650353604005 3.8564288318157196 21.202044384554029 leaf_count=59163 106 220 25 17866 171 3907 83 738 409 69 51 17 87 29 52 701 1348 20 217 129 37 152 38 51 178 80 23 20 22 166 internal_value=0 -0.0342504 0.023388 3.66794e-06 -0.000253459 -0.00568059 -0.0124836 -0.0219126 -0.029938 -0.0495057 -0.00286372 0.0397387 0.0137776 0.117002 -0.0285639 0.00385141 -0.0879322 0.0105321 -0.00605959 -0.0157746 -0.00131364 0.0188322 -0.061936 -0.0259626 -0.0163721 -0.0420116 0.0347461 -0.00613916 0.0496669 0.0104481 internal_weight=0 3.04901 1.15278 8542.03 7387.78 633.756 426.067 270.138 220.545 128.02 92.525 32.5294 49.5927 8.94197 82.8618 155.929 45.1581 140.079 38.7549 48.7343 39.9038 29.9507 9.95312 59.9956 53.4134 35.5716 17.8418 10.9929 7.53049 23.5874 internal_count=86175 351 131 85824 67958 8795 4888 3728 3253 2207 1046 263 475 46 790 1160 1417 1077 388 376 247 189 58 783 374 258 116 65 42 217 is_linear=0 shrinkage=0.1 Tree=592 num_leaves=31 num_cat=0 split_feature=2 0 9 9 9 6 0 1 6 9 8 2 0 8 3 3 1 5 8 2 1 9 1 5 1 9 3 7 3 2 split_gain=0.354476 2.45327 2.48499 6.50076 4.64458 6.64694 3.75302 6.42605 3.07708 3.0268 3.61094 3.52376 2.97254 2.73482 2.94706 5.16036 6.44252 4.43025 3.96017 2.97105 2.90254 2.59082 14.8577 6.14079 8.70147 5.70069 5.63922 5.34393 6.31005 3.54942 threshold=2742.005004882813 0.86050000786781322 1.0415483117103579 1.0382359027862551 1.0596722364425661 56.852272033691413 0.27240999042987829 103.47080230712892 55.312780380249031 1.0349020361900332 49.585035525000009 5922.9660644531259 0.050005000084638603 55.793656990000009 11.237450122833254 50.295619964599616 94.196922302246108 2.6475050449371342 53.053214340000004 5687.0505371093759 88.472000122070327 1.067902743816376 105.00469970703126 2.6787817478179936 138.72499847412112 1.0828325152397158 61.862352371215827 93.969257354736342 346.44999694824224 20875.949218750004 decision_type=8 10 2 2 2 10 10 10 10 2 8 8 8 10 10 10 10 10 8 10 10 2 10 10 10 2 10 10 10 10 left_child=-1 2 3 9 5 6 8 -8 12 10 -2 -11 -4 14 17 -16 20 -14 19 -18 -17 22 29 -24 -25 26 -23 -28 -29 -6 right_child=1 -3 4 -5 21 -7 7 -9 -10 11 -12 -13 13 -15 15 16 18 -19 -20 -21 -22 25 23 24 -26 -27 27 28 -30 -31 leaf_value=0.0003271187134584387 -0.0091001817427337327 -0.070510917924191341 -0.040492852209692815 -0.098903486613859282 0.070486218780423923 0.12769107153105383 0.038949108362153505 -0.12366013268725536 0.10111492629642352 -0.057323667890322838 -0.092812076890286963 0.07448291652959986 -0.10454851868693933 -0.025260217308846162 0.14426253721513926 0.032769956583014202 -0.00024758778039937908 0.047712487504203371 0.16118540119405034 0.095157921676204724 -0.080829191110120061 0.080146957459840865 -0.097443607736917404 -0.073957528973900469 0.18182745781750279 -0.0021029849974694976 0.023779672072074903 0.048374531977736446 -0.1074426059755377 -0.036333562956028721 leaf_weight=6681.2060335481283 57.509173989775491 5.0977389545041651 7.4590296398091631 8.8641925313277152 13.590924369782444 5.7221599705517283 4.8782750200480205 4.84290716284886 4.8711096532642832 2.7207624409347746 5.6599580426700404 7.9693740885704765 3.2995077166706244 8.1458910709770844 5.0959060816094306 3.8877269960939902 6.8883770811371523 4.5408574463799596 3.7775959298014632 6.2038111537694931 5.3366880472749472 14.811044394271446 20.916442774701867 3.6471235137432805 2.0933346599340439 1561.1260548307434 64.378592034350731 4.077733248472212 7.1667885123752058 4.0339602030580854 leaf_count=65265 894 114 71 60 90 36 36 58 25 23 55 41 45 64 28 27 38 30 17 39 35 95 211 43 11 18056 454 26 164 24 internal_value=0 -0.00123422 -0.00104368 -0.0179845 -0.000252286 0.0241088 0.015547 -0.0420597 0.0249578 -0.00827301 -0.0166008 0.0409366 0.0181679 0.0274427 0.0384422 0.0522191 0.034244 -0.0163644 0.0709867 0.0449609 -0.0329516 -0.00132896 -0.0251994 -0.0722995 0.0193179 -0.000688938 0.0237211 0.01267 -0.0509368 0.0460374 internal_weight=0 1858.61 1853.52 82.7235 1770.79 74.9498 69.2277 9.72118 59.5065 73.8593 63.1691 10.6901 54.6354 47.1764 39.0305 31.1901 26.0942 7.84037 16.8698 13.0922 9.22442 1695.84 44.2818 26.6569 5.74046 1651.56 90.4342 75.6231 11.2445 17.6249 internal_count=86175 20910 20796 1073 19723 549 513 94 419 1013 949 64 394 323 259 184 156 75 94 77 62 19174 379 265 54 18795 739 644 190 114 is_linear=0 shrinkage=0.1 Tree=593 num_leaves=31 num_cat=0 split_feature=8 8 9 9 1 5 5 1 1 2 3 3 7 8 0 5 4 4 4 6 6 4 1 9 9 3 5 9 9 5 split_gain=0.389531 5.92083 4.72847 4.55174 8.79929 6.21734 5.56434 5.40456 7.49846 5.45166 4.25144 4.23412 3.07361 4.76944 5.20153 4.69331 3.26606 6.56047 2.93228 5.12209 6.0068 4.47413 6.39452 6.27107 4.59436 5.03515 4.26752 6.4569 5.94851 4.94407 threshold=57.044835510000006 56.065080170000009 1.0399255156517031 1.063004791736603 104.39070129394533 2.4702500104904179 2.5729150772094731 77.045616149902358 66.99499893188478 101.57119750976564 3.3227499723434453 26.082884788513187 101.12480545043947 56.807741540000009 0.5408499836921693 2.3801500797271733 0.099062498658895506 0.11328833177685739 0.079371500760316863 54.664556503295906 54.627439498901374 0.085270501673221602 162.71350097656253 1.1426048278808596 1.096052408218384 2.920450091362 2.3205000162124638 1.1644290089607241 1.1611987948417666 2.5700099468231206 decision_type=8 10 2 2 10 8 10 10 10 10 10 10 10 8 10 8 8 10 10 10 8 10 8 2 2 10 8 2 2 8 left_child=1 18 -2 4 7 -6 12 8 -3 -9 -7 -8 13 16 15 -15 -5 -18 26 20 21 -20 23 24 25 -23 -1 28 29 -28 right_child=2 3 -4 6 5 10 11 9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.068822645069850447 -0.0783872265749401 -0.088842960693264486 0.00043465685927215658 -0.10193566214084944 -0.15485769477300224 -0.1025551980627242 0.061885706185894819 0.056596179722148157 0.082130501548702842 -0.10420499785406978 0.10451423149903877 -0.11877241759887812 -0.11607958707329397 -0.10875409217173632 0.19162169471581231 0.10003766262206588 0.16709301790443001 -0.066516456059149714 -0.045679105960537231 0.0011392047126911626 -0.09097463922775488 -0.12616458774496955 0.12720802868273182 -0.084473844415738089 0.053148849604426111 -0.0074805850925612309 -0.029980163034526688 -0.052114676773084859 0.12253397349144844 0.0048191106575416242 leaf_weight=9.8495201715625722 7.619449213497318 4.2121555749326962 6662.5123998188728 5.2509191255085206 1.1927451863884897 1.0951172113418586 1.4352674214169372 2.5309017971158019 6.5603499636054039 12.629438738804309 10.482063475996254 13.498126209829932 2.8994407551363102 2.0607287213206282 2.1196323297917843 2.2543379608541727 1.767447185266066 3.7584952246397734 36.110625791596192 492.9960814646729 10.303527791451243 3.6442311209757454 3.4591995291411868 10.697503311559556 12.366528805578126 187.09949128306471 42.6464400044934 21.060601772143855 4.2041699215769759 956.79076894349691 leaf_count=89 524 24 68967 111 6 5 24 15 39 112 198 178 74 45 16 45 28 61 315 4279 535 75 32 223 111 1462 361 433 21 7767 internal_value=0 -0.00129021 0.000344617 -0.029059 -0.00541867 0.0625304 -0.0551673 -0.0388784 0.0152782 -0.0773605 0.084927 -0.101409 -0.0208305 -0.00478493 0.06334 0.000325839 -0.0454613 0.00820246 -0.000146931 -0.00487788 -0.0161278 -0.0130842 -0.00766679 -0.00984894 -0.00591856 -0.00974809 0.00331331 0.00268363 0.00383353 0.00333421 internal_weight=0 1864.98 6670.13 73.7472 38.7028 12.7699 35.0444 25.9328 10.7725 15.1603 11.5772 14.9334 20.111 17.2116 6.4347 4.31507 10.7769 5.52594 1791.23 756.677 263.681 253.378 217.267 213.808 203.11 190.744 1034.55 1024.7 1003.64 999.437 internal_count=86175 16684 69491 981 399 209 582 190 63 127 203 202 380 306 106 90 200 89 15703 7032 2753 2218 1903 1871 1648 1537 8671 8582 8149 8128 is_linear=0 shrinkage=0.1 Tree=594 num_leaves=31 num_cat=0 split_feature=5 6 6 2 3 2 0 7 2 5 2 3 9 5 9 0 4 2 1 1 0 8 7 1 7 4 7 4 1 0 split_gain=0.388022 3.61551 4.86687 4.33856 3.61268 3.51369 3.47414 3.30556 3.26799 2.94904 2.77716 3.96585 3.10811 2.35582 2.89604 4.3756 3.18689 2.22798 2.70658 1.85783 1.77125 1.75833 1.66872 1.66495 1.43212 1.40231 1.6933 1.51346 4.43015 4.02606 threshold=2.3698499202728276 52.819286346435554 53.432479858398445 4931.3598632812509 306.47000122070318 1933.2100219726565 0.61000007390975963 95.87570953369142 51.48481750488282 2.3562499284744267 383.94645690917974 362.83680725097662 1.2161991596221926 2.3904000520706181 1.203055262565613 0.3500001877546311 0.13301666826009753 15114.193359375002 168.92400360107425 164.55944824218753 0.61000007390975963 72.513157530000015 99.606616973876967 110.03092193603517 106.59830856323244 0.21722232550382617 103.21296691894533 0.11567999795079233 141.08250427246097 0.45685000717639929 decision_type=8 8 10 10 8 10 10 8 10 8 8 10 2 8 2 8 8 8 8 10 10 10 10 10 10 10 10 10 8 10 left_child=1 -1 3 10 -5 6 9 -8 21 25 -3 12 -12 14 15 -2 -16 18 -7 -6 -17 -9 -14 -11 -10 27 -27 28 29 -4 right_child=13 2 5 4 19 17 7 8 24 23 11 -13 22 -15 16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.080648912612912071 0.11763072184790245 0.16802858187634609 -0.11694646207938382 0.47327840443093799 -0.059870799031797588 -0.11101018923088568 0.093363725403778811 -0.040247825381758778 -0.079553168441135511 0.028599916913435133 0.14514188855123253 0.21316884734381253 -0.10579865667731476 4.0983580976259992e-06 -0.11417937080201988 -0.072314048621246713 -0.018958697586008096 0.04030275607899033 0.017963964442797208 0.32301072033426398 0.019193270233168094 0.048830225993526266 0.052925229712778604 0.15937200628086934 0.027394846638808115 -0.100892033304844 0.030690676596569207 0.047966732685364791 0.034321294806552834 0.015878419551167079 leaf_weight=4.5829797161291017 2.7345783470386795 1.6967209876232789 4.4303209140198323 0.49130256660282579 0.31130068561469681 5.8761036412033674 2.2727542436550747 3.790345478042811 10.84536721758195 1.6302851346554224 0.90713063987425346 0.88621315478667373 2.4753900272771721 8402.2098455306059 6.2040788122540089 4.3544709169073013 8.1087180948234145 2.0975935395108545 2.2501877071335921 0.21374298632144928 4.1135006161639467 5.3348428434692323 0.90435600344790135 2.4169256053864956 1.4155077822761075 2.0923520013730008 1.83631286828313 15.84128657466499 21.982318012043834 4.7061299337074161 leaf_count=160 21 113 49 4 74 131 31 198 245 32 121 14 63 83954 116 43 88 27 24 1 64 96 10 16 38 43 28 167 142 62 internal_value=0 0.00613846 0.0102514 0.0855385 0.278376 0.00356675 0.0107404 -0.0212971 -0.0334824 0.0245378 0.0570094 0.0205962 -0.0192138 -8.80357e-05 -0.0304278 0.00765295 -0.0602334 -0.0515798 -0.075297 0.0959986 -0.0278624 0.0118297 -0.0633272 0.106695 -0.0672061 0.0180038 -0.0393884 0.0228052 0.00999645 -0.0485292 internal_weight=0 101.288 96.7048 7.88616 1.01635 88.8186 78.5947 23.6588 21.3861 54.9359 6.86981 5.17309 4.28688 8427.73 25.5153 11.2025 14.3128 10.2239 8.12629 0.525044 8.46797 9.12519 3.37975 4.04721 12.2609 50.8887 3.92866 46.9601 31.1188 9.13645 internal_count=86175 1889 1729 400 79 1329 1147 608 577 539 321 208 194 84286 332 128 204 182 155 75 107 294 73 48 283 491 71 420 253 111 is_linear=0 shrinkage=0.1 Tree=595 num_leaves=31 num_cat=0 split_feature=8 8 5 0 9 9 7 3 6 3 3 7 9 9 7 9 1 8 5 9 8 6 7 8 6 9 7 7 4 0 split_gain=0.36154 5.11858 7.04801 6.3246 5.6407 5.43686 11.7252 7.00118 5.22366 4.99627 5.05121 5.46752 6.49004 5.00211 5.32018 6.18121 4.88629 4.77401 4.021 5.36137 3.99666 9.24024 6.14268 6.30887 6.47611 5.22634 4.44028 4.38047 4.15189 4.73038 threshold=73.638540480000017 73.430923220000025 2.5099099874496464 0.32000008225440985 1.2762882113456728 1.2543222308158877 94.423061370849624 38.954999923706062 63.199125289916999 474.61499023437506 288.44999694824224 94.829181671142592 1.2459819912910464 1.2627818584442141 92.734897613525405 1.2762882113456728 101.59129714965822 73.498535265000015 2.6299934387207036 1.1996469497680666 73.056724475000024 51.596096038818366 101.39843368530275 73.244465885000011 54.552045822143562 1.3393588662147524 95.120311737060561 88.833370208740249 0.13950666785240176 0.11982686817646028 decision_type=10 10 10 8 2 2 10 10 8 10 10 10 2 2 10 2 8 10 10 2 10 10 10 8 10 2 10 8 10 10 left_child=1 20 4 9 5 6 7 8 -3 10 11 -4 -13 18 -15 -16 17 -6 -11 -20 -1 27 23 24 25 26 -23 -22 29 -25 right_child=-2 2 3 -5 16 -7 -8 -9 -10 13 -12 12 -14 14 15 -17 -18 -19 19 -21 21 22 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.00042288706410909888 -0.00082255597965208015 0.092916504419790089 -0.029180938101989636 0.13626287540003873 -0.073348371284226208 -0.12587121474620844 -0.096624072474766315 0.16703470056307734 -0.10278999872899297 0.08989164649093051 -0.072194430574785848 -0.059596401168677232 0.089493240597309537 -0.11310679763149681 -0.01343455094591187 0.081070722269149131 0.13895351537427622 0.034813377459051449 0.08211922563875336 -0.070208575320413538 0.066868380055233947 0.077682235194204863 -0.060902455422203433 0.011377118664567195 -0.068594825923011901 -0.10669890157246292 -0.039447643721054415 -0.076709514222064346 -0.066351409972963293 0.073781710567350722 leaf_weight=4874.3189834033201 3357.415239037693 2.5781150683760696 14.075086638331415 5.5412427186965934 5.7103117229417029 6.4133677072823039 9.5892689377069456 3.7302484959363937 2.8956864923238754 25.55300185084343 8.0816324930638057 3.7807981492951539 12.821298420429228 2.9680485706776407 15.917852412909271 12.244745414704083 3.0955349225550881 14.299335534684358 5.1051772618666273 4.2209125459194183 2.3002823297865715 10.194467367953623 15.657213733997194 30.633013022306841 17.772655567154288 2.876774324104189 4.7419512579217544 27.875845565111376 4.2878459095954886 20.128241670783609 leaf_count=47939 35945 13 86 26 40 39 57 17 35 131 54 21 70 40 85 71 31 118 28 21 20 93 131 225 189 88 53 327 43 139 internal_value=0 0.000510194 0.018196 0.032146 -0.0136556 -0.0463698 -0.0192394 0.0613841 -0.0106139 0.0266392 -0.00185959 0.0166695 0.055541 0.0433728 0.0142347 0.0276552 0.0220341 0.0039464 0.0693794 0.0131769 -4.96701e-05 -0.0169283 -0.00306369 0.00692797 -0.0258864 0.0167248 0.0404963 -0.0657648 0.0281405 0.0361223 internal_weight=0 5169.41 158.622 110.31 48.3119 25.2067 18.7933 9.20405 5.4738 104.769 38.7588 30.6772 16.6021 66.0097 31.1306 28.1626 23.1052 20.0096 34.8791 9.32609 5010.79 136.468 106.292 90.6349 35.5858 17.8132 14.9364 30.1761 55.0491 50.7613 internal_count=86175 50230 983 633 350 161 122 65 48 607 231 177 91 376 196 156 189 158 180 49 49247 1308 961 830 423 234 146 347 407 364 is_linear=0 shrinkage=0.1 Tree=596 num_leaves=31 num_cat=0 split_feature=7 4 5 8 0 6 6 2 2 0 0 3 3 8 6 7 6 6 8 8 9 9 1 8 9 4 1 4 0 9 split_gain=0.345354 1.97246 2.45872 3.62541 3.63859 3.82327 2.82723 2.57273 2.9845 2.20506 2.11516 2.12601 4.53498 3.42303 2.04734 2.30381 1.9879 2.88336 12.025 6.40568 4.87558 8.79496 4.9761 4.62801 8.82202 13.5731 5.00754 3.93062 3.8909 3.1055 threshold=97.963802337646499 0.21012333035469058 2.3562499284744267 55.793656990000009 0.61000007390975963 53.062681198120124 53.432479858398445 9734.2363281250018 1580.6350097656252 -0.63104999065399159 0.24000012129545215 22.804999351501468 19.390579223632816 64.295733035000012 54.748006820678718 93.792598724365249 61.122201919555671 60.596574783325202 57.40847612000001 73.638540480000017 1.1076380610466006 1.1844688057899477 99.982028961181655 63.49075426000001 1.1309865117073061 0.075008500367403044 113.47620010375978 0.03120449930429459 0.24000012129545215 1.2425089478492739 decision_type=8 8 10 10 10 10 10 10 10 10 8 8 10 10 8 10 10 8 10 8 2 2 10 10 2 10 10 10 10 2 left_child=1 2 3 4 -1 -6 -7 8 -5 -4 -3 12 13 -12 -13 -16 17 -11 -19 20 22 23 -20 28 25 -25 -27 -26 -22 -23 right_child=-2 10 9 7 5 6 -8 -9 -10 16 11 14 -14 -15 15 -17 -18 18 19 -21 21 29 -24 24 27 26 -28 -29 -30 -31 leaf_value=-0.066404199814235093 0.00053334432045266868 0.021423471428601019 -0.079145963103123565 0.091247096325035054 -0.1050253945920559 0.19738642134894716 0.022870895383487182 0.18741652140264997 -0.060499234956838913 -0.00040466323223832328 0.045900815969414845 -0.11421108948524153 0.13189346914107328 -0.097509330929626312 0.077560899690506724 -0.081421245348370877 0.022294348147161688 -0.096490524844931605 -0.055702525705462108 -0.098631176379539387 -0.037349751544867187 0.07415628943146417 0.06484654038043966 0.098419227190384331 0.010248247463527996 -0.0025558073638117795 -0.15294508553987429 -0.1128527967182601 0.1084181049988702 -0.017715920917111921 leaf_weight=4.9725125604304612 4895.5628256103082 6.3185176085680723 3.5840896982699624 5.3446256818078819 1.1405806668844887 1.738216891884804 1.9923346069699617 1.8331775381229816 1.7110148225910959 3432.6552784439264 2.6051482202165115 5.9804539605975124 1.7952763731591401 4.6089192382642068 1.4729291382245731 2.3912642630457412 37.303299790903111 16.178293351083994 4.1704896800220039 6.511547975242137 3.5365641564130774 13.041387235745789 19.136082584038377 8.0356728136539477 3.065063618123534 4.2451185844838601 4.6276352256536484 16.870054319500923 3.7973454892635345 5.125232459347898 leaf_count=110 48797 58 33 65 35 17 30 24 56 35323 54 61 15 38 30 24 323 147 38 56 26 109 159 52 22 23 21 163 18 248 internal_value=0 -0.000754264 -0.000559245 0.0355754 -0.00622927 0.055198 0.104185 0.0818708 0.0544481 -0.000748221 -0.0286494 -0.0454302 -0.0103281 -0.045721 -0.077554 -0.0208214 -0.000669697 -0.000911616 -0.0169739 -0.0030154 0.00425374 -0.010334 0.0432754 -0.0344196 -0.0488601 0.00427248 -0.0809922 -0.0939258 0.0381258 0.048237 internal_weight=0 3625.79 3600.62 18.7325 9.84364 4.87113 3.73055 8.88882 7.05564 3581.88 25.1725 18.854 9.00934 7.21407 9.84465 3.86419 3578.3 3541 108.34 92.1622 85.6506 62.3441 23.3066 44.1775 36.8435 16.9084 8.87275 19.9351 7.33391 18.1666 internal_count=86175 37378 37098 337 192 82 47 145 121 36761 280 222 107 92 115 54 36728 36405 1082 935 879 682 197 325 281 96 44 185 44 357 is_linear=0 shrinkage=0.1 Tree=597 num_leaves=31 num_cat=0 split_feature=1 4 4 4 8 3 0 4 7 9 2 8 8 4 0 5 4 8 1 6 3 4 9 3 3 1 7 5 0 5 split_gain=0.353074 1.84446 4.47256 1.85254 1.85712 2.19025 2.50938 1.78389 2.06102 4.50386 2.3831 2.64712 4.08899 3.95644 3.55703 2.25478 3.76545 3.3554 2.56731 3.7926 2.17295 2.11413 3.36976 2.01718 4.43216 4.38337 4.05564 5.63629 4.30185 4.10853 threshold=122.09254837036134 0.14999667555093768 0.14700999855995181 0.18389599770307544 74.980382370000015 83.306198120117202 0.157120056450367 0.13950666785240176 108.62688064575197 1.2309741973876955 84.02875137329103 74.586318020000007 73.430923220000025 0.099994499236345305 -0.079846628010272966 2.640009999275208 0.079371500760316863 67.714191485000015 157.25249481201175 56.594217300415046 1.224454998970032 0.12250650301575662 1.2661221623420718 14.215449810028078 18.187437057495121 142.36499786376956 92.950023651123061 2.5491399765014653 0.37481330335140234 2.5960299968719487 decision_type=8 10 10 10 10 10 10 10 10 2 8 10 8 10 10 10 10 8 10 10 10 8 2 10 10 10 8 10 8 10 left_child=-1 2 7 4 5 -3 -7 8 10 20 11 12 14 -13 -2 17 -17 18 -16 -20 -10 22 -11 25 -25 -12 -27 28 -28 -29 right_child=1 3 -4 -5 -6 6 -8 -9 9 21 23 13 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 27 29 -30 -31 leaf_value=0.0003183486876940093 -0.088622971991311916 0.065140560848996623 -0.13083596052362376 -0.035782437099844334 -0.044656013470065745 -0.068324544928992967 0.05329430549938835 -0.03304137171230373 0.013756814403648532 0.089903150996738915 -0.030663054370584388 0.0067519938847309009 0.11366506369132745 -0.15780746183155986 0.078312877034041273 0.074297993984803953 -0.084637795961252038 -0.08861017974198758 0.1208406981449113 -0.021167412711801725 -0.12591778452145055 0.090401424607722491 -0.06894184921008939 0.031248261740331979 -0.0011878090340632138 -0.028124525047058993 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0.0412419 0.0509834 0.0129125 -0.0976547 0.0106285 -0.0199619 -0.00146368 -0.000248826 -0.0113287 0.000956012 0.0133144 -0.0418928 0.026206 internal_weight=0 1797.49 1768.42 29.0673 24.6339 21.9844 6.82234 1765.74 1748.02 15.5642 1732.46 49.3019 40.9598 8.34206 35.7057 32.8866 6.36072 26.5259 24.6748 10.3111 6.90081 8.66344 6.26211 1683.15 1498.6 184.55 112.848 79.1934 14.9919 64.2015 internal_count=86175 19910 19665 245 194 169 53 19642 19521 177 19344 777 621 156 424 402 90 312 292 143 73 104 86 18567 16772 1795 805 516 97 419 is_linear=0 shrinkage=0.1 Tree=598 num_leaves=31 num_cat=0 split_feature=9 8 3 1 9 8 9 0 4 2 3 4 3 7 0 5 0 0 1 2 7 4 9 6 1 4 3 1 9 0 split_gain=0.353558 7.49727 3.30244 6.63001 5.10013 6.88726 5.21006 4.63868 4.31986 4.63634 4.37412 7.70134 4.96373 8.5205 6.34148 5.77894 4.58564 7.44118 3.8731 4.10357 3.83833 3.54583 4.37809 5.18242 3.32156 3.32067 3.25293 3.16492 6.91827 3.86936 threshold=1.0399255156517031 56.807741540000009 167.63238525390628 141.08250427246097 1.0283345580101015 55.434759575000008 1.0349020361900332 0.62014999985694896 0.17855834215879443 1057.6399536132815 54.441499710083015 0.12996499985456469 2.2710633277893071 98.913600921630874 0.1399999335408211 2.6252865791320805 0.32726997137069708 0.15233500301837924 101.59129714965822 370.52030944824224 98.818088531494155 0.1272619962692261 1.0349020361900332 58.876743316650398 86.223232269287124 0.16244000196456912 7.752199888229371 115.1014976501465 1.0267012119293215 0.11503000184893609 decision_type=2 10 10 10 2 8 2 10 10 10 10 8 10 8 8 8 10 8 10 8 10 10 2 10 10 10 10 10 2 8 left_child=1 2 4 27 -1 7 -7 8 9 10 12 16 13 -6 -14 26 17 -12 19 24 -19 22 23 -15 -17 -9 -16 29 -29 -4 right_child=-2 -3 3 -5 5 6 -8 25 -10 -11 11 -13 14 21 15 18 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0011232484361801758 0.00019284451852496197 -0.10543515126871156 0.047187586339811932 0.091285975050053245 0.16256469654153283 0.14395785098057945 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3.0745226424187413 16.896681159734726 3.2996466505574062 21.147106495685875 40.218310783617198 17.149065208155662 168.93225402685653 leaf_count=3838 78015 481 246 203 52 20 41 63 141 172 52 138 35 63 28 64 31 63 25 72 18 32 17 21 95 34 129 322 158 1506 internal_value=0 -0.00203164 -0.00111072 0.00805801 -0.00572631 -0.0200711 0.0592828 -0.025245 -0.0295687 -0.0265129 -0.0203083 0.00672501 -0.0329281 0.00877618 -0.0465447 -0.0355955 -0.031829 -0.011545 -0.0628551 -0.0485184 0.0498515 -0.0169753 0.00442456 -0.0241598 -0.0312338 0.0428799 0.000584154 0.00500938 -0.0156336 0.0110918 internal_weight=0 787.316 780.367 261.3 519.066 167.751 10.2678 157.483 148.084 143.491 128.215 40.8051 87.4098 21.5149 65.895 58.5956 22.8272 18.9466 33.4173 28.3837 9.66767 18.429 14.8859 11.6495 23.5228 9.39849 25.1782 252.067 57.3674 194.7 internal_count=86175 8160 7679 2435 5244 1406 61 1345 1248 1107 935 302 633 185 448 413 164 133 256 231 81 133 101 84 159 97 157 2232 480 1752 is_linear=0 shrinkage=0.1 Tree=599 num_leaves=31 num_cat=0 split_feature=8 1 3 5 6 4 5 8 2 6 6 4 8 6 1 0 2 7 8 9 0 4 0 2 2 6 7 8 1 2 split_gain=0.381776 2.82946 2.48618 1.24945 2.25937 2.30087 1.66705 0.504255 2.4329 1.68285 1.53006 1.78252 1.4668 1.61642 1.48743 2.9309 3.38499 2.40511 2.14158 2.74356 3.44228 1.44541 1.2746 1.68942 1.7806 1.2433 1.1888 1.17473 2.98864 3.34494 threshold=2.0011106370000005 116.01065063476564 674.11999511718761 2.6734716892242436 51.23481750488282 0.086785998195409789 2.5920299291610722 11.539578135000001 19089.429687500004 50.17073059082032 48.196331024169929 0.033004999160766609 2.3897644095000001 50.359931945800788 98.131198883056655 0.38492329418659216 814.69497680664074 92.67895889282228 8.0257143200000005 1.0432021617889407 0.56020000576972973 0.046223001554608352 0.062083277851343162 130.84089660644534 214.95999908447268 51.173202514648445 93.969257354736342 13.758170855000001 104.71112442016603 3420.414916992188 decision_type=8 8 8 10 10 10 10 8 10 10 8 8 10 8 10 10 10 10 8 2 10 10 10 10 10 10 10 8 10 10 left_child=1 2 3 4 -1 -6 -7 8 9 10 -2 -12 13 -11 18 22 17 -17 19 21 -21 -14 -16 -24 -25 -22 -27 28 -9 -30 right_child=7 -3 -4 -5 5 6 -8 27 -10 12 11 -13 14 -15 15 16 -18 -19 -20 20 25 -23 23 24 -26 26 -28 -29 29 -31 leaf_value=-0.084107325677822878 0.13621855290366375 -0.11584594387655489 -0.11379114463416953 0.068097229344829091 0.15404445344160161 0.075557486178930433 -0.056108136252062839 -0.042411869483729187 0.11327845525305208 0.16419205185118635 0.081877788674629887 -0.10383691107581974 -0.023043897379425204 -0.11442218012122207 -0.062431702373144549 -0.074122899046601021 -0.10426513268569204 0.072733417326682911 0.10764739450073937 -0.063702995183648095 -0.023743927863848008 0.08453245920792142 -0.073686920611775814 0.088225068064371456 0.01214366480734287 0.11230011793499897 0.0088533146841939404 5.6562733765143747e-06 0.040241361594543369 -0.10838905044297434 leaf_weight=2.3855680264517733 0.37633526325259836 2.3853547899742589 1.600342575789967 3.5885400418192148 1.212785694748163 1.6077858892276706 2.3926899265497923 20.512412350625141 2.1107804699258841 0.23810964822769043 0.61236051656305801 3.3125899510612271 1.5374136865139059 1.6595290685581858 2.3140486655756822 1.8717153072357158 5.1839461103081703 2.7591045014560223 3.1444050874561063 6.1486513242125493 2.0961726829409599 6.6575780445127748 2.1472304202616206 3.2749648801982394 50.674724464304745 2.6702531091868877 1.9023228809237478 8359.1507607223648 10.835959638468919 1.7601167215034355 leaf_count=32 2 66 131 25 6 38 30 154 133 1 5 302 11 269 29 19 62 35 37 35 14 162 16 39 419 38 12 83879 115 59 internal_value=0 -0.0158609 0.00278978 0.0194666 -0.00349922 0.0333867 -0.0031919 1.55994e-05 0.00705016 0.00477565 -0.056394 -0.0748622 0.00756636 -0.0794626 0.00935403 0.00180365 -0.0487595 0.0133761 0.0306785 0.0191604 -0.00973265 0.0643507 0.0102997 0.0133 0.0167621 0.0400285 0.0692633 -6.88029e-05 -0.0188681 0.0194724 internal_weight=0 15.1731 12.7877 11.1874 7.59883 5.21326 4.00048 8492.95 100.692 98.5815 4.30129 3.92495 94.2802 1.89764 92.3825 68.2257 9.81477 4.63082 24.1568 21.0124 12.8174 8.19499 58.411 56.0969 53.9497 6.66875 4.57258 8392.26 33.1085 12.5961 internal_count=86175 328 262 131 106 74 68 85847 1640 1507 309 307 1198 270 928 619 116 54 309 272 99 173 503 474 458 64 50 84207 328 174 is_linear=0 shrinkage=0.1 Tree=600 num_leaves=31 num_cat=0 split_feature=6 1 7 4 6 1 2 1 0 1 9 9 5 2 1 6 3 9 0 9 7 0 5 1 9 9 0 9 9 4 split_gain=0.353244 7.34441 8.35491 3.92622 3.65629 3.26191 3.1295 3.53995 3.35483 3.30887 3.94259 5.52953 7.70313 5.0544 4.73381 4.38037 3.72263 4.57325 8.65211 4.77263 4.4517 3.78976 3.72093 3.59602 3.3398 7.02297 10.2036 5.9198 4.47597 3.89994 threshold=52.433956146240241 184.69504547119143 88.833370208740249 0.042805001139640815 51.996004104614265 241.24684906005862 1756.476989746094 176.22499847412112 -0.079846628010272966 128.74700164794925 1.0580517053604128 1.206338703632355 2.5640065670013432 2543.7900390625005 143.89499664306643 50.577184677124031 186.54541015625003 1.1092507839202883 0.079295001924037947 1.0895128250122073 95.737377166748061 0.033010000362992294 2.6724250316619877 145.22690582275393 1.0711222887039187 1.1493571400642397 0.064226582646369948 1.1392991542816164 1.1526684761047366 0.020010000094771389 decision_type=8 10 8 10 10 8 10 8 8 10 2 2 10 10 10 10 10 2 10 2 8 10 10 8 2 2 10 2 2 10 left_child=1 6 4 5 -3 -4 7 8 -1 24 23 12 -12 14 -13 -14 20 18 19 -18 -17 -21 -19 -11 -8 26 27 -26 -27 -28 right_child=-2 2 3 -5 -6 -7 9 -9 -10 10 11 13 15 -15 -16 16 17 22 -20 21 -22 -23 -24 -25 25 28 29 -29 -30 -31 leaf_value=0.15108574100952107 -0.00029350308826811647 0.009307041353538336 0.096932621400482491 0.1628806158451562 -0.14708298029646147 -0.019241037976036025 -0.026932636663110146 -0.12072055476620275 0.0064051174185605856 0.10133276404398368 0.10070944137342748 -0.14571070504765113 -0.10809991834125209 0.015614705479537161 0.013038565499502315 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68 30 28 27 44 96 122 73 40 37 7182 996 internal_value=0 0.00146206 0.0546525 0.0950806 -0.0264714 0.0610203 0.00045074 0.00632173 0.0068366 -0.00352765 -0.0171825 -0.0227664 -0.0394677 0.00265404 -0.0728627 -0.0464591 -0.0369672 -0.0165668 0.0175693 0.0597384 -0.065094 0.00747864 -0.0521942 0.0314459 -0.000493533 0.00143958 0.0197503 0.0878794 -0.00485904 0.0101407 internal_weight=0 1365.32 25.4747 17.0019 8.47287 11.3167 1339.85 541.196 539.012 798.653 145.198 130.243 78.6012 51.6415 7.56474 74.8672 64.877 37.6033 19.2036 13.7691 27.2737 7.70119 18.3997 14.9553 653.455 608.932 155.853 19.2657 453.08 136.587 internal_count=86175 19096 231 136 95 96 18865 8064 8045 10801 1773 1632 811 821 102 780 651 462 154 86 189 57 308 141 9028 8450 1195 159 7255 1036 is_linear=0 shrinkage=0.1 Tree=601 num_leaves=31 num_cat=0 split_feature=1 2 4 3 3 9 1 2 0 5 0 2 7 2 6 1 9 8 1 2 6 3 9 8 3 2 3 9 2 8 split_gain=0.349581 3.27961 4.40246 3.90735 5.73593 3.60331 3.36789 6.52882 4.15018 3.62297 3.06398 5.41237 4.59478 4.06829 3.98096 3.32053 3.04376 2.90091 2.87615 3.46638 3.45401 2.67847 2.5767 3.23105 5.61953 5.77314 3.94079 4.80567 3.43059 2.7587 threshold=71.956893920898452 1756.476989746094 0.057901499792933471 4495.4799804687509 3769.515014648438 1.1526684761047366 69.203296661376967 165.91275024414065 0.32000008225440985 2.6498100757598881 0.16989340633153918 1518.3919067382815 99.606616973876967 646.41448974609386 53.214130401611335 70.68500137329103 1.1243017911911013 41.376632000000008 72.400451660156264 328.73005676269537 60.172929763793952 9.9818997383117694 1.3951563835144045 70.190128230000013 25.23499965667725 557.34448242187511 58.725000381469734 1.2543222308158877 364.11500549316412 56.065080170000009 decision_type=10 10 8 10 8 2 8 10 10 10 8 8 8 10 10 10 2 10 10 10 8 10 2 10 10 10 8 2 10 10 left_child=1 3 -3 4 6 16 -1 9 10 21 12 17 14 -14 15 -9 -5 -12 19 20 -2 -8 23 26 -25 -26 28 -28 29 -19 right_child=18 2 -4 5 -6 -7 7 8 -10 -11 11 -13 13 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.0015685182552638271 -0.090893407192076309 -0.067673392687268158 0.017073870354491896 0.058384290338016703 -0.1143725225271139 0.14811960762664397 -0.011200086347034958 0.13874323006455291 -0.12418703140203464 -0.087334392546227171 -0.16051746883641438 -0.18384137690570002 0.021534520901512727 0.19765373351435386 -0.072837922962338209 -0.041944829297550675 -0.030806856435239366 -0.047935776564251131 8.0493638724755354e-05 0.051572745083937534 0.025698336625853288 0.043939319611026956 0.037545933776618044 0.014971181064843764 -0.10695322363071909 -0.02258160595350947 0.10125358579269937 -0.072959275512910787 -0.072219334174432923 0.083735238112788712 leaf_weight=623.83000040391005 4.0018038169364418 6.4501419269363396 123.41204820606981 9.6199748396938976 4.7990721668708138 2.6847154941206091 14.027915911117359 2.1036821746965888 4.7305466848774804 3.2040050167852305 1.7126082064787613 2.4208948644809416 3.7856088314147192 2.0069268877850845 7.0373419178649783 1.9690285804099401 6.3529841005802146 2.9587178602814701 7551.3001407630782 22.782275970675983 6.9601973881799504 23.682927261355871 5.4093223740346721 10.04836823302321 18.735228524543345 14.300079090113284 5.7235411796718827 2.1889936728402972 9.3116841004230064 3.4426691544358619 leaf_count=7935 45 372 1844 225 516 33 169 26 53 61 10 40 46 23 54 20 39 28 73333 228 72 203 49 223 145 133 43 63 119 25 internal_value=0 -0.00185754 0.0128645 -0.00428964 -0.00538894 0.0409268 -0.00470313 -0.0187915 -0.0328133 0.0147545 -0.0281732 -0.0367119 0.0103471 0.0825542 -0.0273 0.0513862 0.02291 -0.0318876 0.000210665 0.0293405 -0.0168648 0.0234282 -0.028833 -0.0342155 -0.0505128 -0.0704311 -0.00449587 0.0530578 -0.0334778 0.022877 internal_weight=0 915.949 129.862 786.087 767.429 18.6577 762.63 138.8 97.8852 40.9148 93.1547 76.2521 16.9026 5.79254 11.1101 4.07271 15.973 73.8312 7585.04 33.7443 10.962 37.7108 72.1186 66.7093 43.0837 33.0353 23.6256 7.91253 15.7131 6.40139 internal_count=86175 12497 2216 10281 9984 297 9468 1533 1100 433 1047 878 169 69 100 46 264 838 73678 345 117 372 828 779 501 278 278 106 172 53 is_linear=0 shrinkage=0.1 Tree=602 num_leaves=31 num_cat=0 split_feature=9 2 2 9 4 9 1 5 3 3 1 0 0 2 2 2 3 1 6 7 9 0 4 2 9 4 1 5 5 7 split_gain=0.336746 0.862821 0.547008 0.331867 3.20204 2.58927 6.83365 5.81621 5.04367 4.67122 6.51363 7.67046 5.13858 4.96108 4.99543 3.80569 3.77379 3.78503 5.96282 3.68662 3.63248 4.07508 4.15396 4.43334 3.52014 6.54131 3.37872 4.03524 5.00891 4.43016 threshold=1.0016464591026308 69.795700073242202 80.40000152587892 1.0283345580101015 0.042060500010848052 1.0399255156517031 75.540901184082045 2.5579032897949223 177.14215087890628 5.4737000465393075 82.310581207275405 0.097099941223859801 0.32000008225440985 214.95999908447268 180.6350021362305 317.81999206542974 235.21315002441409 119.12260055541994 52.488489151000984 93.496208190917983 1.0299918651580813 0.60015001893043529 0.087293002754449858 138.53034973144534 1.0349020361900332 0.13000332564115527 90.460800170898452 2.6292734146118169 2.6510967016220097 97.206172943115249 decision_type=2 10 10 2 8 2 10 8 10 10 10 8 8 10 8 8 10 10 8 8 2 10 10 8 2 8 10 10 10 8 left_child=1 -1 -3 4 -2 6 7 -5 9 13 12 -12 -11 14 20 -15 -10 18 -18 -20 -8 22 23 -22 -21 -26 -13 29 -29 -28 right_child=3 2 -4 5 -6 -7 8 -9 16 10 11 26 -14 15 -16 -17 17 -19 19 24 21 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=-0.10669064366336818 -0.097474497951101469 0.074093356970981711 -0.064314583686175597 0.070217683611286635 0.0030578304320019924 0.00016834951030556634 -0.090118853614289077 -0.11373772710890913 0.056978300459704451 0.15061206566445262 -0.10921770770432832 -0.064672577757893521 -0.0037653813536519436 0.13323854243521968 -0.1298802154340449 0.012732595249510521 -0.10239418824968674 0.058591213478554421 0.11177813309602463 -0.026528368321293384 0.094793261086602534 0.12056924663621603 -0.052416841812888852 -0.04230836645682462 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0.0136282 -0.00843954 0.0722625 0.0133207 0.00314567 -0.00676277 0.00390464 0.00632686 0.0214912 0.00232741 0.0445203 -0.00259439 0.0270599 -0.0240564 -0.0158195 -0.0462224 -1.21765e-05 internal_weight=0 2.20706 1.18986 8497.17 521.414 7975.76 257.552 12.2865 245.266 160.312 121.971 112.806 9.16438 38.3413 27.857 10.4843 84.9538 68.8966 58.451 52.5853 24.837 21.4624 17.9839 10.1562 49.5972 22.1515 100.993 83.9647 28.7222 55.2425 internal_count=86175 340 69 85835 5440 80395 2380 366 2014 1298 945 858 87 353 238 115 716 562 409 338 213 177 142 65 316 120 783 658 232 426 is_linear=0 shrinkage=0.1 Tree=603 num_leaves=31 num_cat=0 split_feature=4 8 1 3 0 5 4 7 2 0 0 6 6 7 6 1 3 4 5 6 6 2 4 0 6 2 2 6 5 0 split_gain=0.347881 0.553694 0.705821 0.605384 0.751536 1.14355 0.495012 1.21725 1.61261 2.12569 1.58108 2.33285 2.38067 1.98997 1.98627 1.57788 0.918221 0.478699 1.95813 2.55329 2.88695 4.41262 3.24359 2.81024 2.83999 2.32394 2.56382 2.3487 2.55775 2.31259 threshold=0.28014999628067022 73.93013833000002 42.885000228881843 3.3227499723434453 0.48819999396801 2.4200600385665898 0.24011666327714923 108.04341888427736 119.61317062377931 0.33003500103950506 0.25002999603748327 56.477449417114265 59.888229370117195 103.38414001464845 64.527114868164077 51.555000305175788 9.1297502517700213 0.21722232550382617 2.7200067043304448 60.024389266967781 57.369850158691413 87.415000915527358 0.22002299875020984 0.24000012129545215 56.367828369140632 105.07999801635744 358.54563903808599 63.795240402221687 2.4904099702835087 0.46677000820636755 decision_type=10 10 10 8 10 10 10 10 10 10 8 8 10 8 10 10 10 10 8 10 8 10 8 8 10 10 10 10 10 8 left_child=6 2 -2 -4 5 -5 17 10 9 -9 15 -12 16 -14 -15 -8 -13 -1 19 20 23 22 -22 24 -19 27 -27 28 -21 -25 right_child=1 -3 3 4 -6 -7 7 8 -10 -11 11 12 13 14 -16 -17 -18 18 -20 25 21 -23 -24 29 -26 26 -28 -29 -30 -31 leaf_value=3.2351360748998168e-05 -0.10446603855091159 -0.080630921858726889 0.075529781790040232 0.098582387661359086 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17.950502181658521 3.4427551174139808 7.461874594562687 3.0789317954331636 5.6773009749595058 3.3862701365142129 4.4101663920600913 3.407560173800448 3.1204094141139667 leaf_count=84384 620 42 135 98 38 11 28 18 19 31 29 46 22 34 29 18 20 26 50 44 16 127 39 50 23 41 26 45 28 38 internal_value=0 -0.0245188 -0.00747033 0.00892174 -0.0150119 0.0249062 5.65352e-06 0.0145624 -0.0223886 0.0110384 0.0287027 0.00750183 0.0263545 -0.0139172 0.0281561 0.0729642 0.0872521 -3.43986e-05 -0.00850431 -0.0130211 -0.0274563 -0.0506453 0.0291471 0.00280557 0.0506937 0.0155384 0.0535704 -0.0138475 0.0208841 -0.030074 internal_weight=0 5.788 4.43924 3.79747 2.79365 1.75444 8490.36 23.2967 6.44772 4.45666 16.8489 11.3922 9.7073 5.84319 3.84477 5.45677 3.86411 8467.06 66.2057 61.9337 41.1398 23.2918 5.3413 17.848 7.2657 20.7939 9.06357 11.7304 7.32019 10.5823 internal_count=86175 944 902 282 147 109 85231 294 68 49 226 180 151 85 63 46 66 84937 553 503 319 182 55 137 49 184 67 117 72 88 is_linear=0 shrinkage=0.1 Tree=604 num_leaves=31 num_cat=0 split_feature=2 7 2 6 8 6 4 9 9 6 3 9 2 1 1 1 6 6 4 5 9 9 2 2 1 4 6 7 9 2 split_gain=0.34807 1.69437 1.61811 1.76388 2.4796 1.70242 1.67838 1.59596 2.05871 1.60317 1.56944 2.78225 3.68747 3.06204 2.82444 6.6989 3.59237 2.82128 2.81954 2.5491 2.45725 3.20568 2.50469 2.46231 2.82321 3.08937 2.36418 3.53756 2.338 2.63593 threshold=624.97500610351574 85.822437286376967 614.59500122070324 55.312780380249031 63.23751475000001 54.552045822143562 0.099994499236345305 1.2476399540901186 1.2079980969429018 52.637584686279304 1.224454998970032 1.1996469497680666 176.28599548339847 143.89499664306643 112.06219863891603 155.65999603271487 55.804910659790046 59.888229370117195 0.078011002391576781 2.6266250610351567 1.219445586204529 1.2259938120841982 397.03614807128912 197.68679809570315 69.203296661376967 0.14186333864927295 59.189291000366218 107.47714233398439 1.3241015672683718 91.058799743652358 decision_type=8 8 10 10 10 10 10 2 2 10 10 2 10 10 10 10 10 10 8 8 2 2 10 8 10 10 8 8 2 10 left_child=1 -1 10 5 -5 7 -6 8 9 -4 11 12 14 17 19 -16 -17 -14 -15 -3 -13 -22 23 24 25 -23 -18 -28 29 -26 right_child=-2 2 3 4 6 -7 -8 -9 -10 -11 -12 20 13 18 15 16 26 -19 -20 -21 21 22 -24 -25 28 -27 27 -29 -30 -31 leaf_value=0.06869279746194433 -0.00060293287758710968 -0.057567421504957764 0.0047703818677301731 0.14422107368597736 0.083418297861889548 -0.078974595905216299 -0.032921773503696163 0.066877532603476481 -0.077709453548913218 0.093581893400083244 0.00085420940413140172 0.1163780108878707 -0.052641378555889712 -0.018112754281009068 0.069133590631820202 -0.13302624440571884 0.069881206912418087 0.0493832593476266 0.096427552558616528 -0.0037963182800658268 -0.090167296531909136 -0.16317759676906407 -0.030628706867037416 0.092104312922357906 0.12779892949945995 0.027798225968308166 -0.11962355844727368 0.035636149675197709 -0.047627026914387471 -0.02169682335787796 leaf_weight=3.6596103485433096 4571.5882711295344 10.926040464436481 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34.3232 7.55468 26.7685 4.96447 24.7858 19.6366 16.9901 3884.95 168.248 139.482 56.1269 83.3555 26.7693 11.643 45.2671 10.8598 56.5863 28.7657 26.3752 23.5505 17.118 10.7927 3.40084 8.94959 5.88263 7.39185 5.49865 internal_count=86175 38902 38813 330 59 271 43 253 181 152 38483 2606 2108 523 1585 251 94 454 69 1334 498 465 442 378 306 42 77 46 264 112 is_linear=0 shrinkage=0.1 Tree=605 num_leaves=31 num_cat=0 split_feature=8 8 3 6 4 2 1 9 5 4 2 4 1 9 6 0 5 6 8 4 9 1 3 5 8 4 8 9 2 9 split_gain=0.357631 4.46371 9.26115 5.75061 7.41861 4.46708 5.72323 5.88375 9.03375 7.96486 4.44704 4.32804 4.20212 7.43954 4.61261 7.20489 4.08332 3.88608 3.686 3.67056 5.74568 4.6754 3.9796 3.38726 3.21658 5.45174 4.58287 4.21433 4.37112 5.63919 threshold=62.490172530000002 60.751124400000009 52.958499908447273 55.616619110107429 0.13167417049407962 162.0385437011719 77.375000000000014 1.1010892987251284 2.6050050258636479 0.07400549948215486 272.85049438476568 0.12001499906182291 92.450927734375014 1.0845726132392886 53.796087265014656 0.10262840241193773 2.6213200092315678 53.96045112609864 61.931032750000007 0.078765001147985472 1.0861997008323672 105.00469970703126 170.41699981689456 2.4305000305175786 63.602178550000012 0.046970998868346221 63.49075426000001 1.2644609808921816 1017.7399902343751 1.087821424007416 decision_type=10 10 10 10 10 10 8 2 10 8 10 8 10 2 10 8 8 10 8 10 2 10 10 8 10 8 8 2 10 2 left_child=1 -1 5 4 12 23 -7 8 10 -9 -8 -5 14 -14 15 -4 -13 -11 -12 20 -15 22 -22 -3 25 -2 27 28 29 -27 right_child=24 2 3 11 -6 6 7 9 -10 17 18 16 13 19 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-6.665792903613243e-05 -0.10290885061910958 0.089360178029329398 -0.035516442169519082 -0.098526108734740672 0.15524271151211519 0.058362938719857677 0.05133590465610819 0.09470238101306494 0.13568014937900452 -0.14478420526474575 -0.072006652926225365 0.10519057181565719 0.064829871447703843 -0.091448946457507285 0.15054233763272104 0.12425948143794652 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288 172 288 244 273 internal_value=0 0.000919067 0.0171461 0.042231 0.0544797 -0.00595569 0.00711286 -0.0105798 0.0190609 -0.0528862 -0.0090158 -0.0190462 0.0429495 0.024788 0.0833313 0.0447212 0.0236176 -0.0808047 -0.042153 -0.0222223 0.00496916 0.0497529 -0.0019279 -0.0470427 -0.00046255 -0.0166338 -0.0113856 -0.00587194 -0.0021335 0.0110814 internal_weight=0 2790.62 159.811 76.6169 63.8532 83.1939 63.118 46.9201 27.59 19.3301 22.2365 12.7636 57.2968 39.522 17.7748 11.2895 8.3054 16.2552 14.3547 18.1792 13.3065 9.08617 5.98143 20.076 5700.93 120.403 113.499 105.552 101.982 72.4595 internal_count=86175 27665 1331 615 480 716 469 317 161 156 128 135 445 290 155 101 51 128 89 134 99 80 52 247 58510 1962 1265 1093 805 561 is_linear=0 shrinkage=0.1 Tree=606 num_leaves=31 num_cat=0 split_feature=5 9 7 1 9 8 8 8 7 6 6 7 1 3 0 6 4 4 9 1 1 9 9 9 6 3 7 5 9 7 split_gain=0.354767 3.60857 6.36718 6.73405 5.59156 6.3323 7.45901 9.49416 6.28871 5.65588 5.05313 5.73747 4.8665 5.36112 8.12524 9.58177 6.97533 8.96783 8.83597 6.63634 7.51833 6.13449 6.07726 7.3413 8.77762 7.9711 7.1675 6.8107 8.48415 6.7359 threshold=2.6485567092895512 1.2358905673027041 93.060775756835952 105.00469970703126 1.0727607607841494 57.860806910000001 59.244131955000007 60.076609070000011 91.294353485107436 52.165784835815437 inf 100.50041580200197 84.454883575439467 43.264999389648445 0.40495000779628759 52.759798049926765 0.085270501673221602 0.064502499997615828 1.079471290111542 119.78649902343751 108.25125122070314 1.0943974852561953 1.1844688057899477 1.1309865117073061 55.355739593505866 899.02999877929699 95.737377166748061 2.6911567449569707 1.116006135940552 105.01190185546876 decision_type=10 2 8 10 2 10 10 10 8 10 8 10 10 10 10 8 10 10 2 10 10 2 2 2 8 10 10 10 2 8 left_child=-1 4 -3 -4 5 10 -7 -8 9 -6 -2 -12 -10 14 -14 -16 17 22 -18 20 21 -20 23 27 25 -25 -27 28 -15 -26 right_child=1 2 3 -5 8 6 7 -9 12 -11 11 -13 13 16 15 -17 18 -19 19 -21 -22 -23 -24 24 29 26 -28 -29 -30 -31 leaf_value=-0.00039549124677073708 -0.0015961710472452606 0.0015003785284113411 -0.0086775490646011817 -0.049610690770674433 0.0044403368292962831 -0.1299005318932813 0.14501496165200914 -0.086448264766061281 -0.00096639054122282103 -0.022632851640030607 -0.080607933436330936 0.074935665745639049 0.041761648133958329 -0.029820017509763753 -0.11737595591907009 0.018717821619689087 0.11508875519903679 0.04693938448422396 -0.06960785677279023 -0.068471240915714812 0.042201849432660865 -0.0046078000459801143 0.037959416109169024 -0.019099287470578576 -0.07389799989694229 0.0095278913228248729 0.12601608599847841 0.046933097866919876 0.063223468103077149 0.073287705232664521 leaf_weight=6248.1467293317392 349.7518055328037 431.32154387921037 144.14085287585385 55.72995600604645 235.1643963913375 8.8610298194107617 2.9547379474388427 4.4275826969278569 232.89718825426826 114.85199916851707 15.057468838646857 2.8147721625864497 133.122773244977 36.976979387924075 7.2231716583482948 18.229514641454443 5.5242944881319991 82.433426160365343 18.755760237574577 19.09089329931885 26.143953336402774 64.283680500928313 57.672937949188054 52.455230614170432 30.459137573838234 14.614729501307012 8.2715868670493347 50.078880310058594 13.334303466603158 3.4628005176782599 leaf_count=57062 3206 8202 2356 3724 2506 125 36 806 2293 824 366 22 919 294 64 159 35 532 99 108 147 382 495 386 251 129 56 442 122 27 internal_value=0 0.00107131 -0.00533664 -0.0200909 0.00358521 -0.00694619 -0.068048 0.00619377 0.00688521 -0.00444328 -0.00424643 -0.0561107 0.0114167 0.0159079 0.0318638 -0.019904 0.0106754 0.0181039 -0.00874317 -0.0140762 -0.00456508 -0.0192891 0.00921206 0.00130405 -0.0166327 0.00238571 0.0516291 0.0208262 -0.00516014 -0.0588731 internal_weight=0 2240.11 631.192 199.871 1608.92 383.867 16.2434 7.38232 1225.05 350.016 367.624 17.8722 875.031 642.134 158.575 25.4527 483.559 349.76 133.799 128.274 109.183 83.0394 267.327 209.654 109.263 75.3415 22.8863 100.39 50.3113 33.9219 internal_count=86175 29113 14282 6080 14831 4561 967 842 10270 3330 3594 388 6940 4647 1142 223 3505 2734 771 736 628 481 2202 1707 849 571 185 858 416 278 is_linear=0 shrinkage=0.1 Tree=607 num_leaves=31 num_cat=0 split_feature=9 8 8 8 8 3 9 9 9 8 7 8 2 1 8 8 8 8 8 8 6 6 8 5 8 1 8 1 1 4 split_gain=0.402602 3.91299 5.05982 4.61739 4.66511 9.53892 14.7271 3.41089 5.67945 6.41469 6.38851 6.42726 10.2268 7.13719 6.21909 7.59469 7.86233 11.7294 11.8794 6.59705 13.6627 5.16291 5.09477 7.60328 4.97338 5.15044 4.60649 4.49625 4.29749 5.46027 threshold=1.0828325152397158 74.680035045000011 74.151832615000018 73.130797875000013 72.910438015000011 54.441499710083015 1.0777724981307986 1.0727607607841494 1.0744642019271853 61.931032750000007 101.39843368530275 59.86349009500001 2742.005004882813 117.24040603637697 64.642850080000017 65.747008215000008 66.415079260000013 66.889917430000011 67.264778700000008 67.714191485000015 53.214130401611335 55.664741516113288 59.604882060000008 2.5500099658966069 64.219771090000009 82.310581207275405 60.182958530000008 125.20989990234376 91.284999847412124 0.078011002391576781 decision_type=2 10 10 10 8 10 2 2 2 10 10 10 10 10 10 10 10 10 8 10 10 8 8 10 8 10 10 10 10 8 left_child=1 2 3 4 7 6 -6 -1 -9 10 11 12 22 -13 24 -16 -17 -18 -19 -20 -21 -22 23 -10 25 -11 -15 -27 -25 -30 right_child=-2 -3 -4 -5 5 -7 -8 8 9 14 -12 13 -14 26 15 16 17 18 19 20 21 -23 -24 28 -26 27 -28 -29 29 -31 leaf_value=-0.00033479611371711341 -0.00037051726824115238 -0.10463294314138459 0.12243246132259698 -0.11590698185232003 0.11054745160359232 0.026967789664972836 1.0374986898680254 0.050282969472413203 0.11356801884557376 -0.11930438665842698 0.098315704090382372 0.12110611282489846 0.03964939776503399 0.072114257937332976 0.08553971948478388 -0.12100291543623275 0.15288463278823627 -0.14803491012679568 0.089044994304953232 -0.16497763291938089 0.075807393867980299 -0.05595627994390056 -0.1598781024327377 0.026224309558805222 -0.23514823605694557 0.05413991258333134 -0.072521577092960629 -0.086825251375112447 -0.007210274155210388 -0.087260893035679507 leaf_weight=1601.4733302001857 6642.0993854358803 3.4802190128939392 3.453444697224767 3.3564379729359635 0.49390591497672121 2.5023726515937597 0.26248566433787346 34.33339069224894 3.8996618343517175 6.7097878628410461 9.5807251553051156 10.527993018738927 40.270915571600199 4.3629647865891439 8.5162551347166282 6.30200271308422 4.4074253663420668 5.9869361519813564 7.2677364423871067 4.9678670633584288 8.5184051245450938 4.568626083433629 2.7643538117408744 9.8051201328635198 1.643714603036641 5.4486888721585256 4.4458339139819145 3.86966931540519 16.366712188348181 17.774904355406754 leaf_count=14554 69175 481 39 82 60 24 6 309 71 90 53 126 227 43 74 26 24 30 37 75 68 26 20 58 17 61 53 56 115 95 internal_value=0 0.00130201 0.00150304 0.00127489 0.00149016 0.121031 0.432221 0.00127656 0.0128829 0.00605295 0.0199906 0.0131822 0.00204337 0.065534 -0.0184272 -0.000570833 -0.0180234 0.000146581 -0.0213542 0.0085964 -0.023787 0.0298093 -0.0278797 -0.0202534 -0.06949 -0.0525014 -0.000883993 -0.00439922 -0.0321282 -0.0488865 internal_weight=0 1837.36 1833.88 1830.43 1827.07 3.25876 0.756392 1823.81 222.34 188.006 119.799 110.218 90.8817 19.3368 68.2071 50.5353 42.019 35.717 31.3096 25.3226 18.0549 13.087 50.6108 47.8464 17.6719 16.0281 8.8088 9.31836 43.9467 34.1416 internal_count=86175 17000 16519 16480 16398 90 66 16308 1754 1445 861 808 586 222 584 360 286 260 236 206 169 94 359 339 224 207 96 117 268 210 is_linear=0 shrinkage=0.1 Tree=608 num_leaves=31 num_cat=0 split_feature=9 8 7 9 8 5 5 8 7 0 3 6 8 7 8 7 9 6 5 8 6 1 2 8 9 1 1 2 9 2 split_gain=0.351747 1.90783 4.98651 5.20688 7.14792 4.25688 3.89111 2.32425 7.50065 8.52633 6.03415 4.96141 7.44302 4.22772 3.07587 8.56088 4.70758 8.85491 4.25706 7.62488 7.5024 6.85591 3.15783 4.87186 7.6162 5.96179 6.79289 6.43473 7.35389 3.47031 threshold=1.3680611252784731 72.315607970000016 96.506027221679702 1.6201764941215517 71.893560340000008 2.6000032424926762 2.5900232791900639 72.669456165000014 92.67895889282228 0.14911996573209765 75.536796569824233 55.708833694458015 72.513157530000015 94.70849990844728 72.792983550000017 87.959163665771499 1.3875452280044558 55.616619110107429 2.5399399995803837 73.498535265000015 56.050838470458991 103.16975021362306 914.20001220703136 82.704916510000018 1.3758142590522768 106.00159835815431 110.93805313110353 3759.551635742188 1.3796529173851015 1580.6350097656252 decision_type=2 10 8 2 10 10 8 10 8 10 10 8 10 10 10 10 2 8 10 10 10 10 10 8 2 10 10 8 2 10 left_child=-1 2 3 5 6 -2 -5 8 -3 13 11 -11 -13 -10 15 -9 17 -16 19 -19 -20 -22 -21 24 29 -26 -27 28 -28 -24 right_child=1 7 -4 4 -6 -7 -8 14 9 10 -12 12 -14 -15 16 -17 -18 18 20 22 21 -23 23 -25 25 26 27 -29 -30 -31 leaf_value=-0.00026378486927018657 0.12382045322259197 0.1198070416254103 -0.13530537671061077 0.14663991020945027 -0.12584122944813519 -0.10102963279963995 -0.03655789756752071 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4.3674652725458172 7.4884852021932664 6.4734331592917433 9.6885993927717191 7.5291962409391999 leaf_count=68212 155 53 1335 14 42 2618 45 13 32 25 86 27 32 70 393 220 12039 75 18 228 8 61 13 22 65 19 32 29 44 150 internal_value=0 0.0016153 -0.02997 -0.00480494 -0.0466069 0.0772292 0.0430807 0.00213914 0.0243193 0.00700041 0.0363869 -0.01306 0.0272103 -0.0685729 0.00121527 -0.0346421 0.00200305 0.0226789 0.0294754 0.0254336 0.1405 0.0609814 0.0315591 0.0161216 0.00634201 0.0259204 0.00183352 0.0229929 -0.00902829 -0.0750656 internal_weight=0 1153.06 18.8115 15.184 10.0585 5.1255 4.71804 1134.25 45.3557 38.3924 27.6434 13.0388 9.14239 10.7491 1088.9 23.4085 1065.49 99.8059 94.8666 91.5343 3.3323 2.60163 87.589 52.7322 47.7855 38.5212 28.018 23.6505 17.1771 9.26429 internal_count=86175 17963 4209 2874 101 2773 59 13754 325 272 170 84 59 102 13429 233 13196 1157 764 677 87 69 602 374 352 189 124 105 76 163 is_linear=0 shrinkage=0.1 Tree=609 num_leaves=31 num_cat=0 split_feature=9 9 7 8 9 9 7 3 7 5 1 6 6 7 1 2 6 8 6 1 0 4 7 6 1 6 2 1 3 0 split_gain=0.348662 6.13697 7.03785 3.56084 6.91848 8.67196 8.34413 8.74881 6.47832 7.41219 5.90613 5.85569 4.67645 6.81959 4.63643 5.62348 4.59635 4.44792 6.27573 13.2961 9.22252 4.33404 5.18931 3.96116 4.09835 5.95083 4.03306 5.52563 3.8877 5.07502 threshold=1.4366575479507449 1.4225609302520754 101.85602951049806 74.493741635000021 1.5271995663642886 1.4711266160011294 105.28884506225587 266.79499816894537 99.309829711914077 2.5799700021743779 100.33264923095705 54.904756546020515 60.300041198730476 101.85602951049806 105.00469970703126 4285.2539062500009 55.708833694458015 74.751024620000024 55.901250839233406 104.71112442016603 0.10999006778001787 0.10998599976301195 93.380386352539077 57.514093399047859 71.164203643798842 55.757673263549812 43.501779556274421 77.045616149902358 11.237450122833254 0.46015000343322759 decision_type=2 2 10 10 2 2 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 8 10 8 10 8 left_child=1 -1 -3 4 5 8 28 -8 9 -2 16 21 13 -10 15 -13 -11 18 19 -5 -21 -6 -23 24 25 -19 27 -26 29 -7 right_child=3 2 -4 17 11 6 7 -9 12 10 -12 14 -14 -15 -16 -17 -18 23 -20 20 -22 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-9.794634574638954e-05 -0.119185904672826 -0.105075766040373 0.086903568803354828 -0.049703722221208918 -0.069111062058811998 0.19480243628730648 -0.092685346530275978 0.13031491034334952 0.046264136586273999 0.12386605021994224 -0.1298795497083696 0.0077208394335321192 -0.020738389639718861 0.2872849219459952 0.047359815702820135 -0.11867552620640101 -0.023705385207560214 -0.052028406909654726 0.011956402857815863 0.020794767188806271 0.20366252046089828 -0.075491319772691343 0.11380167516213335 -0.013929748111289733 -0.39395561970149667 0.090813896545742123 0.0056424750603222508 -0.030500911499576323 -0.11241352985061004 -0.072362517426729195 leaf_weight=7686.2676289299334 5.8337386675375518 10.356127391563858 2.3412509877452967 5.3780786432325867 15.71383693282087 0.96933978852757985 3.3328430215988183 3.7262559160590172 2.9819125136145876 4.7243699068058032 2.0826105852938772 44.770179474244287 2.8003024200497748 1.9362196859246976 30.834426666624495 3.8203083790576775 3.8149287700653076 3.8371674343943569 52.769869090057909 4.2560174539685232 7.8347963765263557 2.5633791994769117 3.3290753895998932 116.49839559005341 0.58802589960396234 12.155676399590448 408.04716861812267 1.4491486016049746 23.029370566313446 2.6680204108702132 leaf_count=72958 66 939 78 32 1376 85 117 23 48 24 473 551 36 72 347 62 20 31 336 33 43 42 43 1223 6 106 5734 81 999 191 internal_value=0 -0.000212698 -0.069677 0.00201681 -0.0113215 -0.0388821 -0.0716474 0.0250288 0.00682943 -0.0286244 0.0211135 0.00447328 0.0824168 0.141152 0.0170299 -0.00221677 0.0579386 0.00547604 0.0291546 0.0811068 0.139292 -0.041685 0.031454 0.00241074 0.00687857 0.0565417 0.00494176 -0.135411 -0.0972391 -0.00116428 internal_weight=0 7698.97 12.6974 771.745 158.931 57.8999 33.7258 7.0591 24.1741 16.4556 10.6219 101.031 7.71843 4.91813 79.4249 48.5905 8.5393 612.814 70.2388 17.4689 12.0908 21.6063 5.89245 542.576 426.077 15.9928 410.084 2.03717 26.6667 3.63736 internal_count=86175 73975 1017 12200 4575 2154 1415 140 739 583 517 2421 156 120 960 613 44 7625 444 108 76 1461 85 7181 5958 137 5821 87 1275 276 is_linear=0 shrinkage=0.1 Tree=610 num_leaves=31 num_cat=0 split_feature=2 7 5 6 1 6 0 5 4 9 0 4 0 5 7 5 5 5 6 3 3 1 8 4 1 4 0 7 8 3 split_gain=0.374986 2.99085 3.36152 3.69693 3.32698 2.79769 3.03867 2.60066 2.57367 2.56176 1.99899 2.1552 3.98333 3.30279 4.79162 4.08394 3.7282 2.75023 3.09678 3.10313 2.83427 2.66384 2.65551 3.2235 2.47823 2.38083 2.65602 2.6217 2.49841 2.31376 threshold=49994.080078125007 87.25397109985353 2.6776800155639653 50.523035049438484 178.82440185546878 50.41822814941407 0.050005000084638603 2.6900134086608891 0.029995999298989776 1.6643133759498598 0.5408499836921693 0.030000999569892887 0.089829999953508391 2.6390450000762944 87.448143005371108 2.6252865791320805 2.6995050907135014 2.6451699733734135 51.207477569580085 13029.415039062502 800.78533935546886 109.43389892578126 59.948030760000009 0.051368499174714095 87.930801391601577 0.061234999448060996 0.052429858595132835 98.646739959716811 87.385966165000013 800.78533935546886 decision_type=8 8 10 10 8 8 8 8 10 2 10 8 10 10 10 10 10 10 10 8 8 10 8 8 10 8 8 10 10 10 left_child=-1 2 -2 9 10 -6 -7 -5 -9 -4 11 12 -3 15 16 25 -15 -16 -19 20 22 -17 23 -20 -25 28 -27 -28 -13 -30 right_child=1 4 3 7 5 6 -8 8 -10 -11 -12 13 -14 14 17 21 -18 18 19 -21 -22 -23 -24 24 -26 26 27 -29 29 -31 leaf_value=9.652085614554151e-05 -0.077424499374452282 -0.075298260708237696 -0.093750341736583032 0.098552556809231417 0.21306257831806438 -0.017568578693531504 0.085173073405545002 -0.070378784585620732 0.051092529766399046 0.056796410150047508 0.056805736723730606 -0.060364265948089191 0.021552086911056628 0.15726446219013535 -0.1102829200417552 0.0068825122076921668 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25 24 32 internal_value=0 -0.00409033 -0.0341695 -0.00712169 0.000437341 0.0502653 0.0365403 0.0300216 -0.00560695 -0.0634247 -0.00306066 -0.00493279 0.0125192 -0.0120732 -0.0328963 0.00085005 0.0666187 -0.0431407 -0.0335286 -0.0157656 -0.00624447 0.0632822 -0.0224217 0.00579635 0.0424946 -0.00778746 0.00318763 -0.00317216 -0.0403946 0.0342826 internal_weight=0 219.611 28.732 17.6779 190.879 12.521 11.5474 10.6512 7.00789 7.02665 178.358 172.949 50.2158 122.734 47.001 75.7325 4.38684 42.6142 37.2775 27.0164 25.0401 9.20422 20.3378 12.6335 8.26897 66.5283 49.7748 46.2678 16.7535 3.53484 internal_count=86175 3430 476 336 2954 401 395 160 122 176 2553 2475 1004 1471 693 778 172 521 476 292 258 77 208 121 73 701 508 480 193 56 is_linear=0 shrinkage=0.1 Tree=611 num_leaves=31 num_cat=0 split_feature=8 8 6 7 5 0 3 5 5 3 8 7 9 5 6 5 1 1 6 1 1 1 7 8 7 1 9 9 9 5 split_gain=0.348083 4.34514 6.12539 6.58174 5.52891 5.73609 5.40948 4.71198 3.82769 3.64519 3.49516 8.10468 9.10416 4.77904 3.31245 3.46036 7.42489 5.24865 3.3193 3.09198 3.06611 3.90838 5.65274 3.87286 7.27671 3.35612 3.11526 9.06684 8.70152 7.06218 threshold=73.638540480000017 73.430923220000025 59.888229370117195 101.0102996826172 2.5099099874496464 0.24000012129545215 487.31999206542974 2.6199631690979008 2.4801000356674199 277.30780029296881 73.35557599000002 98.310241699218764 1.3268429040908816 2.6000032424926762 58.043684005737312 2.6099965572357182 121.6716995239258 111.7962989807129 52.69920730590821 148.05899810791018 188.28499603271487 176.22499847412112 94.423061370849624 84.486923110000006 90.372039794921889 128.74700164794925 1.1059830784797671 1.1226413846015932 1.1259250044822695 2.5890133380889897 decision_type=10 10 8 8 10 8 10 10 10 8 10 8 2 8 8 10 10 10 10 8 10 10 10 10 8 8 2 2 2 10 left_child=1 10 3 4 -3 6 9 8 -5 -6 -1 12 13 -12 15 16 -8 -17 -19 -18 21 25 -23 -22 -25 -2 29 -28 -29 -27 right_child=20 2 -4 7 5 -7 14 -9 -10 -11 11 -13 -14 -15 -16 17 19 18 -20 -21 23 22 -24 24 -26 26 27 28 -30 -31 leaf_value=0.00022336877703665742 0.00014922601630807091 -0.052005639286747452 -0.013121885554804062 0.019179069689824555 -0.0041032221034021368 0.10961151663126761 0.087864884683494085 -0.013737081176610067 0.11683985416843362 -0.10799237650526312 0.092048289042876222 -0.075065903216291252 -0.10923357145282653 -0.045518929274907846 0.12659479769566645 -0.042406118190116263 -0.070926345844740155 0.03868790513223952 0.13433358661375303 0.019986288641319207 -0.064746163075569851 0.073714160228614045 -0.073038075302053806 -0.10793547471045604 0.071415875325591988 0.10822324018723216 -0.083172507539105281 0.10139302453888706 -0.012531367192083484 -0.027364446697268809 leaf_weight=4926.1254451238692 3042.1982285488666 10.444446947425602 46.948808331042528 5.2982711941003862 13.482324779964985 7.3427318707108489 6.8307266905903843 5.0837866589426985 16.547020718455315 4.5061945915222159 10.25022840872407 19.495407028996851 4.2690866366028777 3.3508010430377917 3.6124640479683867 4.0121395662426975 9.9488300923258031 7.21092741191387 7.3033027444034815 5.9954331219196328 16.401594888418916 14.237799282607741 3.2180016400234299 3.3436735841096352 6.9939487183000901 6.7971969582140437 17.801519179716706 6.9153982456773511 219.76649563209139 8.8341535450890643 leaf_count=48920 32208 69 346 31 85 34 38 25 86 36 53 161 80 33 18 28 71 39 44 33 108 136 74 32 149 34 247 41 2860 56 internal_value=0 0.000506436 0.0170178 0.0301664 0.0158798 0.0259734 0.0162101 0.0729743 0.0931536 -0.0301279 -7.74338e-06 -0.0304767 0.018168 0.0581567 0.034769 0.0267373 0.0006311 0.0588305 0.0868151 -0.036741 -0.000805144 -0.000533489 0.0466602 -0.0345321 0.0134052 -0.000782951 -0.0116853 -0.0144525 -0.00905587 0.031595 internal_weight=0 5118.06 154.567 107.619 80.6895 70.2451 62.9023 26.9291 21.8453 17.9885 4963.49 37.3655 17.8701 13.601 44.9138 41.3014 22.775 18.5264 14.5142 15.9443 3346.51 3319.77 17.4558 26.7392 10.3376 3302.31 260.115 244.483 226.682 15.6314 internal_count=86175 50230 983 637 495 426 392 142 117 121 49247 327 166 86 271 253 142 111 83 104 35945 35656 210 289 181 35446 3238 3148 2901 90 is_linear=0 shrinkage=0.1 Tree=612 num_leaves=31 num_cat=0 split_feature=0 8 2 3 9 8 8 8 8 8 8 1 3 3 8 6 3 1 2 3 8 8 3 6 2 1 3 9 9 0 split_gain=0.350207 0.495159 0.528594 0.371825 0.340923 3.51865 4.21846 4.09909 3.66505 18.1255 5.63585 5.38599 3.78595 8.08018 3.49457 4.76959 3.37279 3.35799 4.44627 4.0328 3.26506 9.25037 8.60464 7.17037 7.86972 7.96204 5.9025 4.20489 5.06276 8.51911 threshold=1.7934499979019167 72.513157530000015 9.5950002670288104 1.224454998970032 1.0828325152397158 74.680035045000011 74.151832615000018 73.130797875000013 69.472333410000019 68.854262760000012 68.008555565000009 73.662002563476577 2.59309995174408 29.450950622558597 68.343569515000027 59.400131225585945 46.968950271606452 69.203296661376967 51.48481750488282 1.224454998970032 65.747008215000008 65.243336400000018 6.3065781593322763 57.033216476440437 292.52249145507818 78.381099700927749 46.968950271606452 1.0727607607841494 1.0760917663574221 0.46015000343322759 decision_type=10 10 10 8 2 10 10 10 8 10 8 10 8 8 10 8 8 10 10 10 10 10 10 8 10 10 10 2 2 8 left_child=4 -2 -3 -4 5 6 7 8 9 10 20 17 -13 -14 -12 -16 -15 18 -10 -20 21 27 -22 26 25 -25 -24 -1 -29 -30 right_child=1 2 3 -5 -6 -7 -8 -9 11 -11 14 12 13 16 15 -17 -18 -19 19 -21 22 -23 23 24 -26 -27 -28 28 29 -31 leaf_value=-0.00026079954007431538 -0.10158436367059216 0.074893721601651295 -0.10321708876899978 -0.0012147878532839393 -0.00033380430157336702 -0.10420707732726918 0.11324926715251925 -0.11434068505763005 -0.14316442086763737 -0.14690782319147724 0.14395725670759901 -0.10564738119961935 0.23220609193059807 -0.096644618130393142 0.11708901619988432 -0.11684936766826735 0.071393807018900676 -0.11811317203733006 0.25061822347019264 -0.0081417535731056687 0.15117676752273038 0.095494942099180358 -0.10741006126835084 -0.00069591646744188802 -0.01911892977767659 -0.1656444486647887 0.095618707444146037 0.04090734924364902 0.012819652811903844 -0.08304253377356921 leaf_weight=1556.7378148422576 0.8026628692496155 0.55059466068632934 0.57128295934671736 0.9544089920964326 6625.1046624071332 3.161009204137371 3.3651714814477591 3.0662836625961054 1.0373055523086834 8.2584168212488276 4.4772384372190563 1.0468628797534592 3.1308634356828398 1.3855106548289757 1.9171018383349294 1.5979582853615282 8.6623072903312277 2.6992524688976118 1.0614019278800699 1.3924580794555366 2.657284712418913 10.503266934683777 1.8391264598467367 4.2838657721877089 25.695957586169243 9.234670937061308 6.4673201972327661 56.092655449174345 102.19605612382293 10.195258450228719 leaf_count=13796 251 18 44 38 68981 481 39 82 8 78 50 80 47 12 37 20 118 57 22 40 15 97 25 20 110 42 183 505 736 143 internal_value=0 -0.0348834 -0.00909773 -0.0394087 8.19562e-08 0.00120742 0.0013896 0.00118341 0.00137777 0.000900473 0.00158093 0.0435094 0.0773918 0.0919317 0.0853674 0.0107398 0.0482227 -0.0343519 0.0304094 0.103783 0.00120596 0.00193296 -0.0239418 -0.0337341 -0.0516118 -0.113374 0.0506662 0.00136335 0.01637 0.00412379 internal_weight=0 2.87895 2.07629 1.52569 8457.27 1832.16 1829 1825.64 1822.57 1802.15 1793.9 20.416 14.2255 13.1787 7.9923 3.51506 10.0478 6.19042 3.49117 2.45386 1785.9 1735.73 50.1782 47.5209 39.2145 13.5185 8.30645 1725.22 168.484 112.391 internal_count=86175 351 100 82 85824 16843 16362 16323 16241 15857 15779 384 257 177 107 57 130 127 70 62 15672 15277 395 380 172 62 208 15180 1384 879 is_linear=0 shrinkage=0.1 Tree=613 num_leaves=31 num_cat=0 split_feature=8 9 7 6 8 4 3 0 3 3 2 9 1 6 6 3 3 7 5 0 1 1 5 9 4 4 7 2 4 0 split_gain=0.392225 3.38541 1.66076 3.97048 3.7205 4.35553 3.33575 3.20311 2.63294 2.39712 2.36962 3.65079 3.68518 3.12363 3.49862 2.98463 3.40688 2.94069 5.54087 2.72042 3.2589 2.55587 3.5183 2.68291 2.68443 2.49966 2.4738 2.33393 2.30007 2.28037 threshold=27.513094805000005 1.1026969552040102 96.70874404907228 52.576929092407234 25.090244000000002 0.084694001823663725 177.14215087890628 0.054781578481197364 379.23950195312506 42.179998397827156 803.02801513671886 1.0895128250122073 164.55944824218753 55.312780380249031 53.186521530151374 38.954999923706062 54.441499710083015 94.999534606933608 2.6266250610351567 0.38967499136924749 91.564998626708999 91.564998626708999 2.6547749042510991 1.0613657236099245 0.085270501673221602 0.18389599770307544 89.830139160156264 899.12002563476574 0.087293002754449858 0.43000015616416937 decision_type=10 2 10 10 8 10 8 10 10 10 8 2 8 10 8 10 10 10 10 10 10 10 10 2 10 10 10 10 10 10 left_child=1 2 10 28 5 6 -5 -7 -8 -6 15 13 -13 14 19 25 -17 18 -15 -12 -21 -18 -23 24 -24 -1 -22 -16 -4 -28 right_child=-2 -3 3 4 9 7 8 -9 -10 -11 11 12 -14 17 27 16 21 -19 -20 20 26 22 23 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.12898841482234646 0.00012478778009948949 -0.11082331474246206 -0.13162952934736535 0.14142686008177269 0.014542683372415148 -0.11660832152218276 -0.037415712057395696 -0.0056161654018887213 0.089446990937341542 -0.11049213190253244 0.016237600402809246 -0.10881219395503378 0.02304115404540193 0.10353095300768417 -0.13494761015928911 0.11813778267447297 -0.046742650191009302 0.10293868105406263 -0.068980271094898571 0.030930905812607209 -0.014446662489221966 0.0095061761511286858 -0.054635016950741959 0.12277215077827884 0.088036606902242076 0.11223195554092046 -0.027233700395411793 -0.027163802331099315 -0.023382865139787393 -0.12755098939724827 leaf_weight=2.1629399902009818 8131.355214778032 2.9083987591684481 4.1841276586055747 3.3828651569783661 2.1451644301414481 2.6863344796001902 3.6559275537729272 80.977799249483724 2.960922010242939 5.3756651477888227 68.980048913974315 6.1957740206271383 3.2220383509993562 3.3197636492550355 2.1790710748758242 3.7801307234913102 5.1857184587570364 5.4902315468061715 4.2395176100544631 10.911494256928561 21.922021427657459 28.980317384935915 2.3774086218327266 5.7935068067163229 2.9617214649915695 0.5360555796405605 4.6092239487916213 25.740836074015533 3.6977306822245737 4.457191115245223 leaf_count=90 79134 3328 40 25 16 20 26 972 29 67 599 97 21 22 208 26 42 36 32 83 169 263 28 54 36 172 31 435 37 37 internal_value=0 -0.00341782 -0.00244804 -0.0124836 -0.00715841 -0.00172478 0.0606502 -0.00917996 0.0193531 -0.0748285 0.00268956 -0.00328632 -0.0637023 0.000460723 -0.00393698 0.0213021 0.0269323 0.0472364 0.00678044 0.00402983 -0.0160679 0.0193213 0.0278619 0.0756453 0.0245078 -0.0810789 -0.0326169 -0.035576 -0.0808462 -0.0765512 internal_weight=0 325.02 322.112 109.067 101.185 93.6638 9.99971 83.6641 6.61685 7.52083 213.045 161.267 9.41781 151.849 138.8 51.7778 49.0788 13.0495 7.55928 110.88 41.8999 45.2987 40.113 11.1326 5.33913 2.699 30.9884 27.9199 7.88186 9.06642 internal_count=86175 7041 3713 1232 1155 1072 80 992 55 83 2481 1770 118 1652 1562 711 449 90 54 919 320 423 381 118 64 262 237 643 77 68 is_linear=0 shrinkage=0.1 Tree=614 num_leaves=31 num_cat=0 split_feature=8 9 2 7 9 7 3 7 2 1 8 5 3 1 2 2 2 2 2 3 8 9 3 1 4 2 2 2 4 0 split_gain=0.337533 6.06584 2.44386 3.23305 2.55735 2.74318 2.42121 2.77473 1.86952 2.89195 3.94221 2.30876 1.97585 3.89469 1.9463 1.81986 2.50568 1.65075 2.72009 1.38461 1.3772 3.27473 4.10592 3.22219 4.34754 3.55192 2.36907 1.9313 3.4038 2.22974 threshold=88.484342550000022 1.5335874557495119 856.39001464843761 94.03128814697267 1.1109600067138674 93.435150146484389 370.74000549316412 85.059902191162124 2607.829956054688 139.81220245361331 88.902841900000013 2.6593050956726079 73.653854370117202 128.74700164794925 31414.053710937504 4439.8291015625009 2412.693969726563 9242.6884765625018 5104.4030761718759 2305.724975585938 88.353219990000014 1.5271995663642886 800.78533935546886 116.01065063476564 0.089999500662088408 197.68679809570315 288227.26562500006 423.93499755859381 0.060004999861121185 0.12000017985701562 decision_type=10 2 10 10 2 8 10 8 10 10 10 10 8 10 8 10 10 10 10 10 10 2 8 10 10 8 10 10 8 8 left_child=20 2 4 6 5 -2 8 -8 12 10 14 -11 -4 -14 17 16 -9 18 -10 -3 -1 23 -23 24 25 -22 -24 -27 29 -29 right_child=1 19 3 -5 -6 -7 7 15 9 11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 26 -25 -26 27 -28 28 -30 -31 leaf_value=7.2926463603174721e-07 -0.082313358548686197 -0.10862923675810815 -0.088116245799885959 -0.12927272450319788 0.084068644279653881 0.080578496599060634 -0.073199981833120958 0.11240448912210842 0.064705091634938136 0.013034689556838681 -0.069535262951365209 0.11222678948516081 0.10815424353737094 -0.052677469868587769 -0.066945316393979312 0.11525769091843441 -0.0538214408533252 0.12384793991860468 -0.070257999849463279 0.020100473041664985 0.10228869249454194 -0.11641035704332475 -0.052808994380642807 0.10721871407576107 0.092118355877211955 -0.12548976039754148 0.1121165802048258 -0.00046237080994690656 0.11291426980206005 -0.17996648521394709 leaf_weight=8359.038274633218 2.3401705361902705 5.1661595471232422 4.3086529144784409 1.706251927273114 9.0855120645137486 1.8520470415242014 1.4583828300237627 1.6734015058609659 4.800151279661808 5.1541320811083988 6.8755486121954155 4.3076714212074876 2.1986173960031019 4.7772617050359258 1.8286910525075661 4.979590936403838 1.9795948936953207 2.1007012101181317 2.1676815854152665 0.99675472288799927 1.3245509142871021 6.3387919613160166 2.0334834137465818 2.602503728499868 2.8591412375681093 3.8327125953510413 1.5235064777079967 1.42829033256567 1.2220517303794602 1.3423713451193164 leaf_count=83949 19 409 31 66 350 74 9 61 44 32 48 41 49 29 51 99 28 32 23 95 49 141 56 85 61 47 11 101 22 63 internal_value=0 0.00691629 0.0160962 0.00602598 0.0542574 -0.0103506 0.0107751 0.0543789 -0.000647952 0.0135331 -0.0102432 0.0581938 -0.0348731 -0.00198746 0.0271668 0.075932 0.022325 0.0461447 0.0227183 -0.0878092 -6.86701e-05 -0.0237396 -0.068158 0.00634301 -0.0155178 -0.0491515 0.0178308 -0.0747846 -0.0261114 -0.0874312 internal_weight=0 69.757 63.5941 50.3163 13.2777 4.19222 48.6101 10.091 38.5191 27.2346 17.7728 9.4618 11.2845 6.97588 10.8972 8.63259 3.653 9.06853 6.96783 6.16291 8383.55 24.5074 9.89578 14.6116 12.0091 9.14998 3.55699 7.82543 3.99271 2.77066 internal_count=86175 1590 1086 643 443 93 577 197 380 271 198 73 109 78 150 188 89 99 67 504 84585 636 208 428 343 282 67 233 186 164 is_linear=0 shrinkage=0.1 Tree=615 num_leaves=31 num_cat=0 split_feature=4 7 4 2 6 0 7 6 8 9 5 9 5 0 3 6 9 8 6 7 6 1 2 6 2 1 1 9 7 7 split_gain=0.331694 1.96923 1.76943 4.77631 2.78375 2.40839 1.74444 3.77383 3.30203 4.86611 4.59271 4.28397 3.8772 6.0184 4.50553 4.16328 5.76994 5.42986 6.71938 8.59271 6.49628 4.62368 7.0761 4.3625 4.18208 5.89296 4.09761 3.88727 3.73775 7.36018 threshold=0.12381000071763994 118.51842498779298 0.12250650301575662 624.97500610351574 55.945426940917976 0.16223328560590747 100.03244400024415 52.878839492797859 68.163682825000009 1.2309741973876955 2.68000340461731 1.1477001309394839 2.5360499620437627 0.37481330335140234 93.510261535644545 54.748006820678718 1.1912651062011721 37.490001645000007 56.313793182373054 94.70849990844728 57.735210418701179 83.832332611083999 262.29499816894537 55.266059875488288 689.15118408203136 101.26010131835939 84.153450012207045 1.018160939216614 92.556716918945327 93.969257354736342 decision_type=10 10 10 10 10 10 8 10 8 2 8 2 10 10 10 10 2 10 10 10 10 10 10 10 10 8 10 2 10 10 left_child=1 2 -1 4 -4 -5 7 -2 9 12 28 -10 -9 15 -15 -14 17 27 19 -19 24 -22 -23 -21 26 -26 -20 -17 -11 -30 right_child=6 -3 3 5 -6 -7 -8 8 11 10 -12 -13 13 14 -16 16 -18 18 20 23 21 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.00013191002291881038 0.018012025216749983 0.07085202166224551 -0.11926414900931559 -0.0041321107133050995 0.016083757019633826 0.11764280192702439 0.0025515984586263222 0.021129359524266873 0.040980476960117369 -0.051686175906049708 -0.020695220130097676 -0.023019338284602984 -0.024865050352636222 -0.089203351658348529 0.013291086877170981 0.047217227816982815 -0.10958904774694921 -0.017354063015280242 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0.000203707 0.0340892 -0.0265197 0.0853361 -0.00156985 -0.00517737 -0.00777853 -0.00255615 0.0190306 -0.0190183 -0.00842521 -0.0127695 -0.0625105 -0.00817381 0.00217538 0.00564557 0.0144789 0.0371526 -0.0103182 0.0259942 0.0546315 0.062405 -0.0416589 -0.0709095 0.00500576 -0.0369564 0.0331117 0.0403834 internal_weight=0 7276.94 7272.99 15.3776 7.04526 8.33232 1173.27 625.641 562.541 384.083 82.103 178.458 301.98 263.28 22.2676 241.013 148.77 144.29 119.51 62.4278 57.0823 26.4437 18.0008 42.6627 30.6386 18.8334 11.8053 24.7798 60.6169 55.8294 internal_count=86175 75742 75707 115 66 49 10433 4172 3667 2465 554 1202 1911 1609 210 1399 870 848 661 342 319 145 93 243 174 100 74 187 383 345 is_linear=0 shrinkage=0.1 Tree=616 num_leaves=31 num_cat=0 split_feature=8 8 0 3 3 9 5 6 9 9 9 5 6 5 0 3 6 7 3 3 3 0 6 0 3 4 7 4 5 3 split_gain=0.341434 1.78572 3.15249 2.94836 6.70195 2.1468 2.24257 2.67956 1.5486 1.34108 3.71937 3.22499 2.22508 3.64735 2.58647 2.53813 4.46617 4.43373 3.96692 5.60818 3.0186 3.63926 2.95848 2.75277 4.15917 3.0755 3.23193 3.01907 2.89266 2.73737 threshold=27.513094805000005 25.090244000000002 0.16470500081777575 108.79690170288087 277.30780029296881 1.099329471588135 2.6299934387207036 54.469223022460945 1.018160939216614 1.0580517053604128 1.0596722364425661 2.5399399995803837 50.577184677124031 2.7453150749206547 0.45014999806880956 164.72000122070315 54.590385437011726 96.70874404907228 474.61499023437506 243.87955474853518 145.18714904785159 0.20000014454126361 53.860177993774421 0.077029999345541014 487.31999206542974 0.03120449930429459 89.716804504394545 0.025646500289440158 2.6521567106246953 115.26855087280275 decision_type=8 10 10 8 10 2 10 10 2 2 2 10 10 8 8 10 8 10 8 10 10 10 10 10 8 10 10 10 10 10 left_child=1 9 3 -3 -5 8 7 -7 -4 -1 -11 -12 13 14 -13 20 17 23 19 -19 21 22 -14 -17 25 27 -27 -25 -28 -23 right_child=-2 2 5 4 -6 6 -8 -9 -10 10 11 12 15 -15 -16 16 -18 18 -20 -21 -22 29 -24 24 -26 26 28 -29 -30 -31 leaf_value=0.0069519147828149526 0.00011660309272126812 0.091215348665656379 -0.020073940327275105 -0.11875857662846086 0.087771505344568609 0.015773142541474685 0.021166156734311853 -0.10850647249330247 -0.10899161233377858 -0.11251525298233514 -0.09734228630282532 -0.062266190835214785 0.016947095953864295 0.0052147832090100078 -0.2172582680415201 0.068944944481047987 0.086358538525639975 0.029339092602429413 0.072924133396445365 -0.11335203039308682 -0.061431632141729836 -0.0088807959038544222 -0.090050331289765681 0.012027588927479869 -0.12094174863545148 0.065061634463415979 0.045475079790551785 -0.16205667367143625 -0.039587525513176208 0.042341517605594708 leaf_weight=127.3904110456312 8132.2786148670712 3.7944363243877861 2.7937432945473137 3.2981222923845062 3.0007563401013613 2.8806735724210721 6.7105968706309795 4.3615864813327789 6.5528231124044396 3.264059138018637 3.6610000105574718 4.0441321600228521 3.9248038306832296 7.003697452135385 1.4673412479460237 9.5717455232515913 7.7727498635649672 4.163145232945678 2.5079369470477113 8.1399222388863546 10.569889379199592 29.066283640917391 7.5653679622337222 2.2744612502865484 2.3187443939968935 13.389727851375939 7.258367937058213 1.7726365933194754 8.8994899429380876 16.274893652647734 leaf_count=2082 82571 22 30 37 27 19 38 29 125 50 34 58 22 43 10 60 54 29 26 89 79 179 50 36 35 112 59 12 60 98 internal_value=0 -0.00323529 -0.025103 0.0215798 -0.0203686 -0.045326 -0.0204822 -0.0590731 -0.0824136 -0.00064861 -0.00689889 -0.00462559 -0.00233188 -0.0426748 -0.10353 0.00139513 0.0150157 0.00581891 -0.0417017 -0.0650678 -0.0123604 -0.00323374 -0.0535022 0.0212927 0.00859231 0.0175329 0.0287307 -0.0642217 -0.00137604 0.00950509 internal_weight=0 315.694 33.3927 10.0933 6.29888 23.2994 13.9529 7.24226 9.34657 282.301 154.91 151.646 147.985 12.5152 5.51147 135.47 68.0689 60.2962 14.811 12.3031 67.4012 56.8313 11.4902 45.4852 35.9134 33.5947 29.5476 4.0471 16.1579 45.3412 internal_count=86175 3604 327 86 64 241 86 48 155 3277 1195 1145 1111 111 68 1000 572 518 144 118 428 349 72 374 314 279 231 48 119 277 is_linear=0 shrinkage=0.1 Tree=617 num_leaves=31 num_cat=0 split_feature=9 9 6 9 9 9 7 8 6 0 6 7 9 1 6 4 5 3 5 7 5 5 9 2 2 4 2 5 2 1 split_gain=0.336847 5.41132 6.45042 3.12213 6.0804 8.72809 5.31038 4.94944 4.99971 4.89809 4.67939 4.523 5.3276 4.15938 5.33746 4.97116 4.29137 6.32487 3.75684 3.73901 3.71567 3.70853 5.68163 6.74516 3.76728 3.684 3.56898 3.07946 4.41138 3.30124 threshold=1.4366575479507449 1.4225609302520754 58.207023620605476 1.4649919867515566 1.5024287104606631 1.4775379896163943 92.214447021484389 74.680035045000011 55.219902038574226 0.14911996573209765 61.834878921508796 101.85602951049806 1.4711266160011294 95.10858535766603 54.748006820678718 0.11000333353877069 2.6199631690979008 354.66000366210943 2.6300150156021123 98.23557281494142 2.4904099702835087 2.5890133380889897 1.4507968425750735 1580.6350097656252 10274.441406250002 0.15003500133752826 2412.693969726563 2.5399399995803837 498.66499328613287 95.72259902954103 decision_type=2 2 10 2 2 2 8 8 8 10 10 10 2 10 8 10 10 8 8 8 10 10 2 10 10 8 10 8 8 10 left_child=1 -1 -3 6 5 7 -2 8 27 -9 -7 -10 -13 14 -8 18 17 21 -15 -19 -12 22 24 -24 25 -16 -25 -5 -29 -30 right_child=3 2 -4 4 -6 10 13 9 11 -11 20 12 -14 15 16 -17 -18 19 -20 -21 -22 -23 23 26 -26 -27 -28 28 29 -31 leaf_value=-0.00010472733245734264 -0.11840337511195564 -0.10467807575629456 0.080511271533108442 -0.11555582915884229 0.0020416003740852343 -0.10518814555547554 -0.098816809154823229 0.17483002658092534 -0.10057604716812359 -0.11604913708673206 0.14227466628143251 0.081070122336533157 -0.076439391126366663 0.06800934791888931 -0.0011933925194799158 -0.12945930907268952 0.11169340772149108 0.026002222296256323 -0.04610097325715716 -0.086708558621728715 -0.055946053279071511 -0.042449085857622387 0.044312562672637876 -0.14107588479674535 -0.047528147339139848 0.087333180440554437 -0.0216638131616145 0.18287976374525752 0.088251752581351997 -0.030256728463485785 leaf_weight=7668.2774419419511 2.8976558304022992 9.4593384285271878 2.3476548492326392 1.2546597571599711 571.20257695272539 17.393838368943538 4.4494837359525254 2.7104640220786673 8.5674549677351042 0.73611647257348511 1.4462747192010272 4.2837903809686377 4.3059607252944261 29.412709291138526 5.8973307088017535 1.4985048303205974 4.2299606427550307 4.1942216120660278 3.1989761094109772 9.8679618057794869 2.7320730010469561 8.5665550641715509 18.737797291018069 2.940138395875695 3.0456233769655219 23.168810199946162 16.83128750231117 2.0398295781524203 4.1372503340244293 5.4431528292698204 leaf_count=72958 771 963 54 28 8132 1297 28 221 103 53 11 38 35 190 32 21 25 21 327 72 48 47 145 18 29 223 85 88 21 91 internal_value=0 -0.000208885 -0.0678558 0.00199128 -0.00101739 -0.0327572 0.0155528 -0.000794704 -0.0138202 0.112704 -0.082361 -0.0491653 0.0021121 0.018406 0.00829083 0.0486326 0.0131798 0.00871104 0.0568159 -0.0530912 0.0126652 0.0196859 0.0272231 0.00132195 0.0582844 0.0693717 -0.0394212 0.0332809 0.0493511 0.0209206 internal_weight=0 7680.08 11.807 765.19 626.253 55.0509 138.937 33.4787 30.0321 3.44658 21.5722 17.1572 8.58975 136.039 101.929 34.1102 97.4797 93.2497 32.6117 14.0622 4.17835 79.1875 70.621 38.5092 32.1118 29.0661 19.7714 12.8749 11.6202 9.5804 internal_count=86175 73975 1017 12200 10166 2034 2034 678 404 274 1356 176 73 1263 725 538 697 672 517 93 59 579 532 248 284 255 103 228 200 112 is_linear=0 shrinkage=0.1 Tree=618 num_leaves=31 num_cat=0 split_feature=6 2 6 8 7 2 7 1 5 1 5 4 9 8 5 3 3 8 2 2 1 9 9 6 5 9 2 9 9 5 split_gain=0.353677 2.90751 4.00243 5.27778 6.32121 3.74905 3.82052 3.38198 3.21291 3.19974 3.60391 3.10867 2.9961 3.43232 4.94532 2.9249 3.80588 2.92786 2.91541 2.76048 3.29916 2.75498 5.60196 7.28145 6.52125 6.36273 5.44009 5.04433 4.73565 4.31539 threshold=59.189291000366218 119.61317062377931 59.888229370117195 59.244131955000007 106.21330642700197 150.269401550293 115.70485687255861 160.80149841308597 2.5001499652862553 53.155000686645515 2.6173266172409062 0.22822549939155581 1.2492841482162478 71.117230790000008 2.5980166196823125 91.358718872070327 52.958499908447273 73.98361871500002 317.81999206542974 154.21499633789065 157.25249481201175 1.0432021617889407 1.1594565510749819 59.754011154174812 2.6378600597381596 1.1526684761047366 700.32751464843761 1.0267012119293215 1.0232319235801699 2.4500950574874882 decision_type=10 10 10 10 10 10 8 10 10 10 8 8 2 10 10 10 10 8 10 10 8 2 2 10 10 2 10 2 2 10 left_child=-1 2 3 -2 12 6 8 9 -3 10 -7 19 13 14 -5 16 -4 -18 -12 -11 21 27 25 29 -25 -23 -26 28 -21 -24 right_child=1 5 15 4 -6 7 -8 -9 -10 11 18 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 23 24 26 -27 -28 -29 -30 -31 leaf_value=0.00017519231623780326 -0.077090452052164332 0.073320981642230804 -0.0044811122344394693 -0.095429942763453304 -0.10865137364299178 -0.082367618941235551 0.084523094284759945 -0.036933141894405962 0.00017853203440896384 -0.068046121464894971 0.064013415223598533 0.090096065972901707 -0.019660007466253022 0.11423209868778167 0.09847263722397015 0.029960713817599967 -0.088304683934921246 0.012218690661792474 -0.10127053383882514 0.028754344796173333 0.11233697802998231 -0.014961946206383015 0.14242141650766879 -0.010695310289799665 0.089530412567696699 -0.12525284947909324 -0.020590382599975858 0.088318815863035499 -0.082710115819199292 0.032829131352701657 leaf_weight=7801.3221809529377 19.50483367720858 7.4901579841389312 147.39481523484528 2.7288213557330945 5.1632114198073387 9.1269448418170178 9.8777798885130306 24.033125233021565 30.301436806832498 5.3982418831728856 4.0281507689505824 4.1374950306199016 11.994654807345794 4.9123740466311574 2.5392272137105465 21.605632626485885 9.936617917810505 4.0901022486505108 1.4518093116348607 16.820842104963962 2.7898941077291957 71.182906542657292 3.8861227775923899 129.2002239267913 12.831622384765071 5.6456111762672654 6.897554956842213 10.346286555984987 4.9283647686243048 47.639547817900166 leaf_count=79987 140 52 2061 24 66 109 96 204 220 38 36 44 160 47 16 221 101 52 32 118 20 528 33 1079 134 30 58 76 26 367 internal_value=0 -0.00227387 -0.0112685 -0.0373514 -0.00899914 0.00279363 0.0291486 -0.000692823 0.0146751 0.00189694 -0.0438789 0.00397538 0.0142037 0.0541023 -0.00196788 -0.00459302 -0.0092179 -0.0589927 0.0202246 0.00285334 0.00407938 0.00310314 -0.000107366 0.00869219 -0.00251824 -0.0230665 0.0510309 0.0308398 0.00349653 0.0410947 internal_weight=0 637.884 229.87 46.8431 27.3383 408.014 47.6694 360.345 37.7916 336.312 14.6069 321.705 22.1751 10.1804 5.26805 183.027 161.422 14.0267 5.47996 317.567 312.169 309.379 277.284 200.455 148.929 76.8285 19.7292 32.0955 21.7492 51.5257 internal_count=86175 6188 2888 453 313 3300 368 2932 272 2728 177 2551 247 87 40 2435 2214 153 68 2507 2469 2449 2229 1671 1271 558 192 220 144 400 is_linear=0 shrinkage=0.1 Tree=619 num_leaves=31 num_cat=0 split_feature=8 8 3 8 4 9 2 9 0 9 1 9 9 9 9 9 1 9 1 3 3 2 8 3 9 9 9 9 8 1 split_gain=0.352505 5.70484 13.1381 5.36907 9.06382 9.45912 6.90343 6.09249 4.92853 6.00763 6.41869 4.42363 4.86082 5.32038 24.9144 7.80989 12.963 4.32526 3.36726 3.31223 4.14778 4.0914 8.49324 5.34161 5.10857 5.90463 4.67649 5.4547 5.18039 4.63266 threshold=76.018680405000012 78.137514370000019 48.10499572753907 75.674278365000006 0.080005999654531493 1.1980048418045046 262.29499816894537 1.33274382352829 0.32000008225440985 1.4366575479507449 83.230804443359389 1.1996469497680666 1.206338703632355 1.2677250504493716 1.2661221623420718 1.2112911343574526 63.15588569641114 1.4507968425750735 73.662002563476577 20.755000114440922 16.234395027160648 458.76499938964849 81.360097850000017 87.225002288818374 1.219445586204529 1.214552164077759 1.6483626961708071 1.4145487546920779 88.114945425000016 78.060043334960952 decision_type=8 8 8 10 8 2 10 2 8 2 10 2 2 2 2 2 10 2 10 10 8 10 8 10 2 2 2 2 10 10 left_child=3 2 -2 -1 -5 -6 -7 -8 -4 10 11 -10 -13 14 15 16 -14 -11 -17 20 -3 22 24 -23 25 -21 27 -24 -29 -26 right_child=1 19 8 4 5 6 7 -9 9 17 -12 12 13 -15 -16 18 -18 -19 -20 21 -22 23 26 -25 29 -27 -28 28 -30 -31 leaf_value=0.00012409242985059969 0.016508801053576761 -0.0042556930255397731 0.0047893939071696401 -0.16736248538989684 0.10885794414161515 -0.070100519896660371 0.055504885800570773 -0.10344489802056611 0.10509941690560665 0.069081567308486663 -0.1198387001805728 -0.12347761879475788 0.30491124678323678 -0.10619164541112619 0.19242070320788479 -0.10584680961506938 -0.033872882185483115 -0.033290050466545783 -0.022843432660491807 0.048997004633489244 -0.036220688498436307 -0.019505205688446419 0.0052243201212410677 0.0011058844866296536 0.042891010757525161 0.15635866540988808 0.049065279810970613 -0.072707486881895197 0.021672143504400047 -0.05118197389469209 leaf_weight=6038.8922380510585 66.818568211507113 255.69771645542494 20.162418611775138 2.1538670598529279 14.732123328372834 7.7507702670991412 21.990147866308693 2.7084390725940457 1.8430059105157841 6.1456366702914265 15.669153566006569 8.1531064659357053 1.4576983824372316 9.4018325647339207 4.7111912816762915 16.707269929349426 5.0153096318244934 12.566108746919779 6.9084407035261384 34.519046968234761 48.255472090068565 140.73825022501842 437.54394840761779 1179.8139535728715 12.94118392467499 6.015327811241149 22.684213123342488 17.66539758529871 8.6700850258930569 8.7907320410013181 leaf_count=56471 788 3033 185 24 143 64 144 275 12 56 156 91 27 230 25 461 55 90 99 236 662 1771 5526 14082 108 25 299 832 147 58 internal_value=0 -0.00104962 -0.0183893 0.000392506 0.0332477 0.0424057 0.0122361 0.0380745 -0.0398332 -0.0499903 -0.0634677 -0.0471703 -0.0525306 -0.0394442 -0.0214112 -0.0548923 0.0424201 0.000332616 -0.0815654 0.000351061 -0.00933044 0.00192523 0.00918205 -0.00109075 0.0439566 0.0649295 0.0047319 0.00256395 -0.0416361 0.00483774 internal_weight=0 2348.9 175.56 6088.23 49.3353 47.1815 32.4494 24.6986 108.741 88.5788 69.867 54.1979 52.3548 44.2017 34.7999 30.0887 6.47301 18.7117 23.6157 2173.34 303.953 1869.38 548.83 1320.55 62.2663 40.5344 486.564 463.879 26.3355 21.7319 internal_count=86175 29054 2275 57121 650 626 483 419 1487 1302 1156 1000 988 897 667 642 82 146 560 26779 3695 23084 7231 15853 427 261 6804 6505 979 166 is_linear=0 shrinkage=0.1 Tree=620 num_leaves=31 num_cat=0 split_feature=2 7 0 4 9 8 0 0 7 9 6 3 8 1 4 8 9 5 4 9 8 0 9 3 1 9 5 4 5 0 split_gain=0.356283 2.2376 2.59106 3.13847 2.01887 6.29144 8.28405 5.76837 5.9551 3.98194 7.09051 5.26881 3.86357 5.31374 7.72031 4.76644 3.85705 6.15818 3.6934 9.85743 3.91811 4.42205 3.66324 10.3988 6.14196 3.66797 7.4291 7.11698 4.98447 3.5267 threshold=2742.005004882813 86.997737884521499 0.047004999592900283 0.044162999838590629 1.204683840274811 75.253016200000005 0.049484999850392349 0.079295001924037947 87.72849273681642 1.2079980969429018 51.073438644409187 85.202899932861342 74.297319060000021 114.02039718627931 0.050005000084638603 74.075884320000014 1.1844688057899477 2.6199631690979008 0.045500500127673156 1.1392991542816164 73.430923220000025 0.17814847826957705 1.2112911343574526 129.12750244140628 123.35924911499025 1.2242988944053652 2.5799700021743779 0.12001499906182291 2.6300150156021123 0.10262840241193773 decision_type=8 8 10 10 2 8 10 10 8 2 10 10 10 10 8 8 2 10 8 2 10 10 2 10 10 2 10 8 10 8 left_child=1 2 3 -1 5 12 16 -8 -9 10 11 -6 15 14 -14 18 17 -7 19 -2 21 -21 23 -11 -25 26 -24 28 -28 -20 right_child=4 -3 -4 -5 9 6 7 8 -10 22 -12 -13 13 -15 -16 -17 -18 -19 29 20 -22 -23 25 24 -26 -27 27 -29 -30 -31 leaf_value=-0.12828796446296828 -0.00054997733996181184 0.00017905934091316344 0.030518367356498367 0.040766021305787596 -0.051514449840549772 -0.052497749236193415 -0.10379509176676982 -0.074337839960340713 0.023254671031087026 0.11725711767887699 -0.10342316815401525 0.13999985151330552 0.09104850006667381 -0.080808218557320732 -0.081789863613774272 0.12981477827049914 0.11749364895371564 0.16445265106354995 0.013953028326385675 -0.092878518563742948 0.017703338813499333 -0.021364248461584284 -0.089084507600875579 -0.11989269376254792 0.089956023469046451 -0.0030245008166412588 0.03254991950099622 0.19854940781117997 -0.048003733331939968 -0.0021311528649350427 leaf_weight=2.3755035350268363 157.40171684842988 6552.6629892403553 40.474298944664042 2.0422803691690206 3.1941630034707513 3.963899933732935 4.1184498955553854 6.6879179585375814 96.045300529280212 8.5628945059142989 10.366804751800371 2.6105711590498686 5.7604741091199703 13.949537094682453 4.6872466569766402 2.8173612981918259 12.204507729038594 1.9530039307137483 208.45958111109212 23.61275329766795 6.4540262930095187 13.641773818002546 15.27031146630179 4.2855694266036144 2.0676698801107705 795.99402905262684 12.913480324961716 1.6350583881139709 18.959570576087572 393.94868381805782 leaf_count=30 1289 64646 557 32 23 55 46 78 803 62 109 35 37 250 78 13 118 38 1470 412 38 164 281 82 14 11748 145 7 264 3251 internal_value=0 0.000331491 0.0225812 -0.0501366 -0.00124498 0.00193335 0.0228521 0.0122493 0.0169014 -0.00471305 -0.0538745 0.0346155 -0.00121361 -0.0404195 0.0135066 -2.73591e-05 0.0853704 0.0191115 -0.000482622 -0.0122165 -0.0542298 -0.0666916 -0.00378828 0.0453369 -0.0515972 -0.00465568 -0.0312742 -0.00492888 -0.0153671 0.00343468 internal_weight=0 6597.56 44.8921 4.41778 1831.57 955.706 124.973 106.852 102.733 875.86 16.1715 5.80473 830.733 24.3973 10.4477 806.336 18.1214 5.9169 803.519 201.11 43.7086 37.2545 859.689 14.9161 6.35324 844.772 48.7784 33.5081 31.8731 602.408 internal_count=86175 65265 619 62 20910 8140 1138 927 881 12770 167 58 7002 365 115 6637 211 93 6624 1903 614 576 12603 158 96 12445 697 416 409 4721 is_linear=0 shrinkage=0.1 Tree=621 num_leaves=31 num_cat=0 split_feature=9 9 9 8 9 8 8 5 8 3 8 1 9 9 7 0 7 8 8 9 4 0 1 7 6 6 6 2 2 5 split_gain=0.341684 1.78222 8.59871 6.05498 9.19949 18.6487 7.54056 13.9093 10.2122 6.52798 5.90557 5.73107 5.53967 5.90768 6.55763 6.0943 4.93688 4.80426 8.31117 9.18234 6.97923 4.85019 5.85177 4.914 5.22657 5.00035 4.61671 4.51385 4.37652 4.24974 threshold=1.3680611252784731 1.303131699562073 1.3055681586265566 73.35557599000002 1.310455918312073 84.859308435000017 83.351226575000013 2.5300999879837041 82.915767860000017 652.61721801757824 73.638540480000017 111.50355148315431 1.3529604673385622 1.3158515691757204 92.556716918945327 0.1399999335408211 96.640411376953139 72.669456165000014 72.792983550000017 1.3393588662147524 0.11000333353877069 0.16223328560590747 92.450927734375014 94.944957733154311 54.098665237426765 55.01366043090821 54.664556503295906 1756.476989746094 1456.4484863281252 2.4500950574874882 decision_type=2 2 2 8 2 10 10 8 10 10 10 10 2 2 10 10 10 10 10 2 8 10 10 10 8 10 8 10 8 8 left_child=1 -1 -3 17 5 -5 7 10 -9 11 16 -7 13 14 -8 -16 -6 21 -19 20 -20 23 -23 -4 -25 -26 -22 -14 -10 -24 right_child=-2 2 3 4 6 9 12 8 28 -11 -12 -13 27 -15 15 -17 -18 18 19 -21 26 22 29 24 25 -27 -28 -29 -30 -31 leaf_value=0.00014371189214359018 0.0016036198177169032 -0.068646654197414197 -0.0022069538076393172 -0.12842128774921893 -0.11008158320801992 0.065270436511707913 0.065924139566892234 -0.10048807058647394 -0.0098591948569211798 0.19937896429474594 0.17429545229775936 -0.10941344905213662 0.036590705073307944 -0.0065889528282274141 -0.096557642597624088 0.056777255590254344 0.1395275516585488 0.15412724526512986 0.062650943233812734 -0.10504894226892916 0.093599061903560571 0.032979408880088039 0.1106535144704804 0.15132915128554958 -0.11660794721852637 0.058390695370772773 -0.083582773230480245 0.20878703849800617 -0.11442180435374526 -0.08846947880287917 leaf_weight=6828.0196125243783 1133.2702515715609 21.094243745093991 42.075389433055534 17.517130449130491 1.8720667306333774 5.1112840822315793 25.269311954674777 22.883954401360825 43.904764130711555 2.0894402220728798 4.2950686998665333 2.9691761346330168 4.6968699024728258 161.44023809973442 5.8085896596312505 4.6808245357242413 1.3738967739045618 5.5983663648366919 30.787360738962892 4.8482275647111228 1.9281009845435555 7.6512986223970101 1.1574471976618923 4.7320339772850248 2.0206881794292721 8.5057997290277836 6.1976839108392605 2.252280779675857 4.4044754837523206 14.487120123114437 leaf_count=61092 17963 339 557 237 35 67 215 1172 280 27 29 52 221 1779 39 38 11 35 222 154 13 242 53 39 86 80 95 127 111 765 internal_value=0 -0.00026286 -0.00627621 -0.00328988 -0.0108744 -0.0658877 -0.00549001 -0.03178 -0.0454594 0.0418233 0.0973643 0.0010826 0.0046493 0.00155699 0.0383335 -0.0281331 -0.00443123 0.014831 0.0394019 0.0247251 0.0408938 -0.000210711 -0.0386874 0.0154231 0.064038 0.0247976 -0.0415407 0.092401 -0.0193924 -0.0737376 internal_weight=0 7289.67 461.653 440.559 310.569 27.687 282.882 78.7342 71.1932 10.1699 7.54103 8.08046 204.148 197.199 35.7587 10.4894 3.24596 129.99 49.3597 43.7614 38.9131 80.6298 23.2959 57.3339 15.2585 10.5265 8.12578 6.94915 48.3092 15.6446 internal_count=86175 68212 7120 6781 4440 383 4057 1638 1563 146 75 119 2419 2071 292 77 46 2341 519 484 330 1822 1060 762 205 166 108 348 391 818 is_linear=0 shrinkage=0.1 Tree=622 num_leaves=31 num_cat=0 split_feature=9 0 9 9 3 1 8 8 8 8 9 7 2 1 9 2 3 2 8 8 8 8 1 3 2 2 2 6 1 3 split_gain=0.354073 3.63884 8.75107 8.41614 7.65673 14.642 9.22288 18.1335 19.6667 14.9125 6.56188 6.77414 6.42502 5.28891 6.04482 9.96061 5.24653 5.17095 5.03787 6.35067 8.11083 5.42334 8.76894 5.01282 5.53651 4.6499 8.36078 6.16833 6.66039 10.5397 threshold=1.2459819912910464 0.057181606069207198 1.2924330830574038 1.2964575886726382 71.927349090576186 85.366905212402358 76.526457160000021 73.722831840000012 72.792983550000017 71.67887041500002 1.2476399540901186 99.606616973876967 2543.7900390625005 69.704998016357436 1.2661221623420718 282.41656494140631 119.62250137329103 370.52030944824224 84.096144080000016 83.945794545000012 84.004879095000021 84.859308435000017 113.19015121459962 40.030328750610359 282.41656494140631 126.94260025024415 417.26019287109381 53.402170181274421 94.196922302246108 35.073699951171882 decision_type=2 10 2 2 8 10 8 10 10 10 2 10 8 8 2 10 10 8 10 8 8 10 10 10 10 10 10 8 10 8 left_child=-1 2 4 -4 6 10 7 8 9 12 -6 13 25 14 -12 -16 -7 23 19 -18 -21 22 -20 24 -8 -2 -27 -28 29 -29 right_child=1 -3 3 -5 5 16 17 -9 -10 -11 11 -13 -14 -15 15 -17 18 -19 21 20 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.00046174002531729035 -0.028855133267469496 -0.0022024823595680702 -0.051760169488833635 0.00036953547978945946 0.10497297403070541 -0.03102251167648273 -0.055618567172763825 0.087256484267835555 -0.10117763010622423 0.10957695326600062 -0.073993598720534612 0.1359886107444189 -0.03110860280898578 -0.061753560692666722 -0.054379568612934095 0.18755070370727842 0.018728589257751501 -0.11287937794332048 0.13875870000521162 -0.24155835823919466 0.0083850402026502732 0.001010804439159261 0.022945213806178495 0.074706466733974145 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0.0131964 0.0732994 0.0179203 -0.0246015 0.0228409 0.0149848 -0.0914898 0.0552358 0.0811223 -0.00170363 -0.034001 0.0313668 0.0459641 0.0205615 -0.00383912 -0.0624271 internal_weight=0 2700.77 1137.1 662.463 474.635 285.867 188.768 163.186 109 96.4301 68.0119 64.8299 76.7933 62.7623 11.5351 6.82819 217.855 25.5813 197.954 159.318 5.41152 38.6361 26.1516 20.3125 14.2776 52.8951 42.5752 32.0452 24.4748 10.8231 internal_count=86175 35932 11545 7160 4385 2847 1538 1200 759 677 955 922 562 895 178 43 1892 338 1683 1430 542 253 131 279 205 319 265 205 165 96 is_linear=0 shrinkage=0.1 Tree=623 num_leaves=31 num_cat=0 split_feature=2 4 5 9 3 7 1 3 2 0 9 5 8 4 4 3 1 8 3 6 8 4 1 1 9 8 5 6 7 6 split_gain=0.371032 1.68798 2.46171 1.6125 1.87804 2.6102 2.53005 2.82753 1.74089 1.661 1.57896 4.5454 3.28795 4.03599 3.92384 3.1394 6.57736 3.0805 3.2973 2.70759 3.12519 2.42657 2.27906 3.8019 3.1666 4.26965 1.91244 1.89922 1.55301 1.50884 threshold=55.204999923706062 0.071497000753879561 2.4801000356674199 1.0148731470108034 5.4737000465393075 105.58964920043947 97.201396942138686 6.710400104522706 31.000000000000004 1.0005999803543093 1.0727607607841494 2.5640065670013432 68.008555565000009 0.10502399876713754 0.13000332564115527 28.625000000000004 82.676879882812514 53.814256215000007 9.9818997383117694 57.514093399047859 49.585035525000009 0.098001997917890563 113.19015121459962 85.923751831054702 1.2677250504493716 61.931032750000007 2.5640065670013432 62.096370697021491 108.04341888427736 58.474561691284187 decision_type=8 8 10 2 10 10 10 8 8 10 2 10 10 8 10 8 10 10 10 8 10 8 8 10 2 10 10 8 8 10 left_child=1 2 -1 4 9 6 7 -6 -9 -3 11 -5 13 28 15 -15 -17 18 19 -13 21 -21 23 24 -16 -26 -24 -25 -12 -4 right_child=-2 3 29 10 5 -7 -8 8 -10 -11 12 17 -14 14 22 16 -18 -19 -20 20 -22 -23 26 27 25 -27 -28 -29 -30 -31 leaf_value=-0.16304160514533594 -0.00013318461807496925 0.0084927764543179258 -0.042153720662447464 0.047533483024363762 -0.15949326177653 0.041954388003769723 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0.96256894618272815 1.6261579685597096 3.224683639156865 4.4733586950310391 1.4013432642532277 2.0256064595050702 leaf_count=85 81844 574 173 392 13 39 29 37 71 101 45 80 1462 271 40 10 66 25 9 15 42 298 42 48 38 69 56 114 30 57 internal_value=0 0.00366455 -0.0379813 0.00519033 -0.0128792 -0.0397742 -0.0597882 -0.0389421 -0.0166156 0.00398505 0.0086727 0.0257834 0.00437768 -0.0230612 -0.032851 -0.0786901 0.00476295 -0.0226937 -0.0062085 -0.0264661 -0.00334389 0.0479743 -0.00623281 -0.0247812 0.0282073 -0.0604448 0.054162 -0.0708793 0.095347 -0.017015 internal_weight=0 265.646 9.38849 256.258 41.4063 15.9575 12.8184 10.5055 8.86385 25.4488 214.852 43.1096 171.742 34.8174 32.1586 11.8139 3.2628 13.3515 11.9446 10.3987 8.62727 4.99551 20.3447 15.5645 7.2411 2.58873 4.78016 8.32343 2.65881 8.04051 internal_count=86175 4331 315 4016 864 189 150 121 108 675 3152 861 2291 829 754 347 76 469 444 435 355 313 407 309 147 107 98 162 75 230 is_linear=0 shrinkage=0.1 Tree=624 num_leaves=31 num_cat=0 split_feature=7 1 0 0 8 9 8 9 5 8 8 8 9 2 9 8 8 8 2 1 2 6 1 0 9 3 6 3 4 0 split_gain=0.350845 3.24407 4.40037 3.09579 2.86782 7.49232 6.72867 5.87094 7.09495 4.91643 6.43344 6.14741 5.79348 9.91169 8.00862 4.90695 7.2376 6.81314 5.08893 4.82491 6.80404 4.78954 4.56345 4.22845 7.98074 6.127 4.1952 4.78211 4.1904 7.29434 threshold=97.963802337646499 168.92400360107425 0.4780499935150147 0.1466433256864548 63.771519430000005 1.2627818584442141 42.537642925000007 1.1677789688110354 2.670010089874268 68.343569515000027 69.293986920000023 69.472333410000019 1.2079980969429018 214.95999908447268 1.2210472226142886 83.351226575000013 83.598192555000011 83.123132410000011 700.32751464843761 125.68610000610353 1260.840026855469 55.945426940917976 64.061302185058608 0.080014999955892577 1.1912651062011721 41.207149505615241 64.527114868164077 37.044269561767585 0.12500350177288058 0.57029998302459728 decision_type=10 10 10 10 10 2 10 2 10 10 10 10 2 10 2 10 10 10 8 10 10 8 10 10 2 10 8 10 10 10 left_child=-1 4 3 -3 5 6 26 8 -6 22 12 -12 -11 14 -14 17 21 19 -19 -13 -21 -17 -9 24 -8 -25 27 -2 -24 -30 right_child=1 2 -4 -5 7 -7 23 9 -10 10 11 15 13 -15 -16 16 -18 18 -20 20 -22 -23 28 25 -26 -27 -28 -29 29 -31 leaf_value=-0.00031637617574171778 0.059286452013615459 0.0041196910033042908 -0.062893144545291491 0.067477858226472537 0.01164750029365811 0.044530661452832215 0.029268357688587321 0.061597315126321994 0.067364276148935628 0.10546060414867575 -0.088837135953373322 0.007771700646330074 -0.13301386231717877 0.073193203833801485 0.040949902608546293 -0.14278043714947111 -0.0089930524642619428 0.1430535051882125 -0.0088401034848197488 -0.059081508902339756 0.010722369248328489 -0.0073202290966211496 -0.0061051263639755335 -0.005468276946850769 -0.090469370161600587 -0.034865500550479024 -0.12416913066382103 0.0039279931914188706 -0.066032490154430523 0.066757321652691312 leaf_weight=6880.7678780381675 17.284864112092691 12.483052296185631 4.4351191422902039 20.177730521652848 200.11225025636668 28.683739727215652 38.542150871799095 6.0174096100381567 25.801616029966681 10.721523053944109 7.657845437526702 413.30643676500767 5.8974553868174571 13.850491840392349 4.8002894595265388 7.1697309315204594 101.09192664896182 6.2021834701299641 3.4230637485161433 27.423344636335969 28.451278310269117 4.1044078189879665 41.421871289972842 134.20176378171709 6.5061429580673567 150.30234356340952 2.3862647908899808 160.5193259754451 36.755479743418618 4.6613441248764493 leaf_count=71624 180 165 41 183 1470 481 288 47 298 67 38 3027 29 104 31 45 2028 40 27 169 239 33 1080 970 48 1417 309 1311 342 44 internal_value=0 0.00136036 0.0305704 0.0432622 0.000631804 -0.00519751 -0.00799576 0.00393959 0.0180109 -0.000457506 0.00262947 0.000184963 0.0441338 0.0173491 -0.0549529 0.00133813 -0.0174685 0.00575166 0.089035 0.0040431 -0.0235375 -0.0934655 -0.022487 -0.0164913 0.0119751 -0.0209987 0.00754189 0.00930955 -0.0285949 -0.0510874 internal_weight=0 1524.39 37.0959 32.6608 1487.3 538.427 509.743 948.87 225.914 722.956 634.1 598.83 35.2698 24.5482 10.6977 591.172 112.366 478.806 9.62525 469.181 55.8746 11.2741 88.8561 329.552 45.0483 284.504 180.19 177.804 82.8387 41.4168 internal_count=86175 14551 389 348 14162 5004 4523 9158 1768 7390 5877 5646 231 164 60 5608 2106 3502 67 3435 408 78 1513 2723 336 2387 1800 1491 1466 386 is_linear=0 shrinkage=0.1 Tree=625 num_leaves=31 num_cat=0 split_feature=8 9 9 2 7 1 6 6 2 4 6 8 9 1 8 8 3 8 9 1 8 8 9 3 9 2 9 7 2 2 split_gain=0.383978 3.72947 5.86102 3.41649 3.24203 5.04637 3.47077 4.80518 4.60979 3.07137 4.11347 2.4536 2.73293 6.13011 4.90517 4.82585 8.41293 5.09132 4.55917 5.26891 5.04654 4.78455 5.74044 5.06786 3.35382 3.26945 2.69117 4.77148 5.47722 4.04689 threshold=62.490172530000002 1.3079319000244143 1.2964575886726382 352.41999816894537 97.13147354125978 54.73500061035157 51.881221771240241 54.552045822143562 1423.414978027344 0.086001999676227583 52.729789733886726 62.880859350000001 1.0646093487739565 81.700363159179702 64.373716720000019 65.937389495000019 11.651244640350344 65.243336400000018 1.0744642019271853 76.300849914550795 68.343569515000027 63.383482725 1.0695490241050722 10.810550212860109 1.0596722364425661 532.92172241210949 1.0760917663574221 94.889053344726577 383.94645690917974 328.73005676269537 decision_type=8 2 2 10 10 10 8 10 10 10 10 8 2 10 8 10 10 8 2 10 10 8 2 10 2 10 2 10 10 10 left_child=1 2 -1 -4 5 -3 8 9 -7 10 -8 26 13 14 -13 17 -17 -15 19 20 -14 -21 23 -23 -16 -22 29 -28 -29 -2 right_child=11 4 3 -5 -6 6 7 -9 -10 -11 -12 12 18 15 24 16 -18 -19 -20 21 25 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.00091197148779157138 0.089405910582566472 -0.11779040853777736 0.01277333529767085 -0.08837758521426331 0.11492145088186428 0.12899664038201861 0.08984586449379528 -0.055211185511890276 -0.11131968244071347 0.15987936691680144 -0.02055510266294228 0.18902380426886495 0.03019873966939414 -0.054316499639029341 -0.079357528218287246 0.10564379805175941 -0.15001460943249301 0.055702734312393615 -0.00046125703900543806 -0.044503069747389462 -0.0090941216131263086 0.10000395101080667 0.092880073938677588 -0.068275117527348092 0.087312784226491566 -0.129476148467673 -0.10019156821929427 -0.10257809730346375 0.086417306032104069 -0.060848713872785135 leaf_weight=2712.9307656469064 3.7678242359542109 2.3613093670501284 4.6892663240432766 11.598090989049522 4.3471825639717272 1.0780663639307047 9.980800831690436 3.5783497616648665 3.0748144914396107 3.236281991004943 5.0991365239024153 1.9986059535303855 12.777938211336734 13.461432445852557 2.4507429711047735 1.5439921030774693 7.7374210574198514 6.1178410633510785 5523.3198318687782 4.419105781504185 4.6535444303626701 2.810036018490794 22.150313269346952 4.9283856497495435 2.3796002634935576 4.3790577798645245 9.6313840278817242 2.5470030595024573 3.8532075108814752 3.419192768400535 leaf_count=23591 46 54 26 191 100 7 129 30 61 14 25 43 74 146 265 30 233 85 60138 34 101 18 157 40 96 160 198 21 40 22 internal_value=0 0.000955475 0.000552906 -0.0592554 0.0344974 0.0221907 0.0348806 0.0507784 -0.0489348 0.071485 0.0525148 -0.000483706 -0.000349565 -0.0279336 0.0572663 -0.0480935 -0.107485 -0.0199393 -0.000173119 0.0281862 -0.0102439 0.0526173 0.0669768 -0.00716831 0.00275024 -0.067456 -0.0329242 -0.0557191 0.0112054 0.0179229 internal_weight=0 2761.97 2729.22 16.2874 32.7559 28.4088 26.0474 21.8946 4.15288 18.3162 15.0799 5638.35 5615.13 35.6896 6.82895 28.8607 9.28141 19.5793 5579.44 56.1184 21.8105 34.3078 29.8887 7.73842 4.83034 9.0326 23.2186 16.0316 6.40021 7.18702 internal_count=86175 24228 23808 217 420 320 266 198 68 168 154 61947 61620 898 404 494 263 231 60722 584 335 249 215 58 361 261 327 259 61 68 is_linear=0 shrinkage=0.1 Tree=626 num_leaves=31 num_cat=0 split_feature=6 8 7 1 3 7 2 8 0 9 9 9 9 9 5 9 8 1 4 9 8 9 7 4 3 1 9 9 8 2 split_gain=0.35382 3.65077 3.41534 4.03035 2.39842 2.63043 2.59113 3.74265 6.74918 4.7089 3.20653 4.9973 4.90311 5.07173 5.04205 3.67088 3.34826 5.74147 3.03943 2.96254 3.16444 2.66505 2.56182 5.5846 3.03361 2.82991 2.74729 3.65854 2.43996 9.93194 threshold=56.100383758544929 87.598326995000008 108.62688064575197 84.454883575439467 175729.69531250003 86.278442382812514 7967.4946289062509 82.915767860000017 0.13002999871969226 1.2987144589424136 1.2112911343574526 1.181110739707947 1.4413009285926821 1.406809985637665 2.6099965572357182 1.2178118228912356 74.751024620000024 112.06219863891603 0.12500350177288058 1.3951563835144045 73.056724475000024 1.3460645675659182 95.737377166748061 0.079994998872280135 61.862352371215827 117.24040603637697 1.1493571400642397 1.1392991542816164 85.351314280000011 119.61317062377931 decision_type=8 10 10 8 8 8 8 10 8 2 2 2 2 2 10 2 10 8 10 2 10 2 10 10 10 10 2 2 10 10 left_child=2 4 -1 -4 5 -2 28 10 -9 -10 11 22 13 15 -14 -12 19 -18 -13 20 -17 -11 23 26 -24 -25 27 -8 -7 -30 right_child=1 -3 3 -5 -6 6 7 8 9 21 12 18 14 -15 -16 16 17 -19 -20 -21 -22 -23 24 25 -26 -27 -28 -29 29 -31 leaf_value=0.00056978916629281775 -0.11635179719574756 -0.051299383463993625 0.11894769736376187 -0.015740472264738601 -0.10454092582405845 -0.0011386269114591731 0.009176470550757633 -0.094666953649013452 0.1666462834439417 -0.02149741906633882 -0.16391194457777514 0.10433374346177141 0.054627999868795796 -0.10720463769462794 -0.094684646419620155 0.043743425575228888 -0.075828348771311796 0.063773057558335317 -0.012521766601962745 0.092307311797238362 -0.051203976753154551 0.10070452639042976 0.030816850962387718 0.052120644266084308 -0.062238539009290418 0.19449646620001299 -0.057257860164964675 0.10570595688780121 -0.022364911935944306 0.045481484604136896 leaf_weight=3691.1516542566819 1.9551212834130627 14.152872858361659 5.2461405620851993 3.8536897917401811 2.2118587563190877 4407.3860275363259 64.00782645028039 2.3482401284854841 4.8594855638220888 3.6031050533056259 1.5686577111482609 9.5571141075342876 15.362632935517469 7.0268850679058223 2.6520022064582909 7.42133890790865 11.904956677230071 3.9148685075342664 2.901627540588378 4.4661273480960508 6.6605460420250893 3.5360589697957039 5.5375481437804401 3.3179773541960449 9.5364972155075503 2.4101111870259047 5.6850804500281802 4.1829217821359626 38.443671732733492 49.177061640046304 leaf_count=42209 27 908 53 78 466 39192 364 41 23 24 8 75 102 409 79 72 140 25 14 32 141 36 42 119 152 13 35 24 585 687 internal_value=0 -0.000586915 0.000720636 0.0619086 -0.000433608 -0.000384399 -0.000335926 0.0113461 0.0603723 0.0907148 0.00716223 0.0175814 -0.0111439 -0.0295056 0.0326471 -0.0143127 -0.00748448 -0.0412818 0.0771182 0.0213416 -0.00116544 0.0390297 0.00974689 0.016905 -0.028054 0.112026 0.00952964 0.0150977 -0.000810124 0.0157138 internal_weight=0 4695.79 3700.25 9.09983 4681.64 4679.42 4677.47 182.462 14.3469 11.9986 168.115 107.137 60.978 42.9634 18.0146 35.9365 34.3678 15.8198 12.4587 18.548 14.0819 7.13916 94.678 79.6039 15.074 5.72809 73.8758 68.1907 4495.01 87.6207 internal_count=86175 43835 42340 131 42927 42461 42434 1970 124 83 1846 838 1008 827 181 418 410 165 89 245 213 60 749 555 194 132 423 388 40464 1272 is_linear=0 shrinkage=0.1 Tree=627 num_leaves=31 num_cat=0 split_feature=2 3 3 5 9 1 1 1 0 3 9 9 9 8 8 7 1 8 8 5 9 9 7 6 4 1 6 7 8 1 split_gain=0.375215 4.75392 3.06807 3.92212 2.71566 2.33883 4.45709 4.14588 4.57406 3.75872 4.55448 3.99747 3.94923 3.55859 3.6792 3.43787 5.124 4.00536 3.62367 3.01173 2.75085 3.03388 5.38102 5.24225 3.61831 3.01025 2.74007 2.65708 5.14843 2.60885 threshold=184.97500610351565 134.34804534912112 145.18714904785159 2.6199631690979008 1.6808274388313296 90.188610076904311 95.410400390625014 84.153450012207045 0.25958661735057836 235.21315002441409 1.1226413846015932 1.0895128250122073 1.1293502449989321 73.722831840000012 66.059192255000013 93.060775756835952 100.66500091552736 74.980382370000015 84.004879095000021 2.6500051021575932 1.0116130113601687 1.1092507839202883 100.03244400024415 55.901250839233406 0.11000333353877069 115.1014976501465 58.295309066772468 95.737377166748061 71.67887041500002 69.203296661376967 decision_type=8 10 10 10 2 10 10 10 10 10 2 2 2 10 10 10 10 8 8 8 2 2 10 10 8 10 8 10 10 8 left_child=1 4 3 -3 -1 7 13 9 26 27 11 -11 -12 14 -7 16 -8 20 -18 -20 -17 23 25 -22 -25 -23 -9 28 -4 -14 right_child=-2 2 5 -5 -6 6 15 8 -10 10 12 -13 29 -15 -16 17 18 -19 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0009765758026261367 -0.00031404767249889855 0.085251937385089904 0.0920773751524471 -0.03953111240336598 0.10651063956675216 0.082415763536126396 -0.038432978660296144 -0.0090651473986953345 0.070664970788858 -0.0076828794505811151 -0.16025171329161356 0.087739444489652749 0.001407103110789217 0.14591402366091752 -0.049931003348304449 -0.03685911158608908 0.090364759342460035 -0.10049970245344009 0.066591845226963056 -0.15666091302721086 0.11681665795439033 -0.00057204533453355415 0.059333600512527299 0.040480919986448614 -0.055506461911415172 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0.0461728 7.57869e-05 0.0723373 -0.0413567 0.00748625 0.0198796 -0.0193817 0.0396327 0.013536 -0.0715888 -0.0765059 0.0395899 0.0177081 -0.0242458 internal_weight=0 1438.82 188.828 15.263 1249.99 173.565 91.2239 82.3409 14.0135 68.3274 41.5065 18.7368 22.7697 14.3359 9.62587 76.888 23.1472 53.7408 17.6797 2.41966 50.0529 39.1199 13.0941 26.0258 19.4497 7.87264 11.4227 26.8209 18.0817 20.3849 internal_count=86175 15982 2018 167 13964 1851 940 911 135 776 509 307 202 121 82 819 302 517 253 113 427 329 112 217 148 70 111 267 181 191 is_linear=0 shrinkage=0.1 Tree=628 num_leaves=31 num_cat=0 split_feature=8 1 4 6 2 7 8 0 5 5 9 5 6 6 5 2 6 3 8 5 2 7 9 6 1 7 7 7 6 4 split_gain=0.363847 1.90013 5.35479 4.22378 3.79815 3.79227 3.71648 5.00029 4.59024 4.59282 5.0258 3.34916 3.16623 2.78084 3.7223 4.29913 3.64616 7.26528 2.78391 3.1947 2.98529 2.65493 3.58573 2.53694 3.39296 3.28286 3.01333 2.45867 2.36256 2.30236 threshold=88.114945425000016 109.72610092163087 0.039905000478029258 51.001256942749031 346.63420104980474 91.232048034667983 88.435926750000007 0.030000104568898681 2.7100449800491337 2.6399934291839604 1.5653824210166933 2.640009999275208 52.079084396362312 53.246049880981452 2.6399934291839604 1017.7399902343751 51.796979904174812 210.29000091552737 88.27951542000001 2.6199631690979008 2183.329956054688 93.969257354736342 1.5271995663642886 51.625030517578132 117.53895187377931 84.420028686523452 87.132465362548842 86.868511199951186 51.14306831359864 0.010049999691545965 decision_type=10 10 10 8 8 8 8 8 8 10 2 8 10 8 10 10 10 10 10 10 10 10 2 10 10 10 10 10 10 8 left_child=-1 3 5 -2 -5 13 8 -8 9 -6 -11 -4 -13 14 15 -3 18 -18 -17 20 -20 29 -23 24 -16 -26 -25 -27 -22 -7 right_child=1 2 11 4 6 21 7 -9 -10 10 -12 12 -14 -15 23 16 17 -19 19 -21 28 22 -24 26 25 27 -28 -29 -30 -31 leaf_value=-0.00010416054812149485 0.021815487561592503 -0.096258544009620833 0.10518559510936615 -0.0012711680317282646 -0.059174954816241132 0.20111798132791558 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1.7937972918152834 16.813014379818927 14.60870692951721 10.85265193399391 2.3127618171274662 9.2756282870031992 leaf_count=82359 401 49 195 628 419 61 46 405 54 51 35 7 64 48 166 23 45 21 23 30 32 51 17 38 15 187 216 191 23 275 internal_value=0 0.00449332 0.0115078 -0.0109133 -0.0343747 0.0046782 -0.0701851 -0.0113469 -0.111226 -0.146717 -0.218979 0.0764038 -0.0247465 -0.002339 0.00150442 -0.0258007 -0.00688082 -0.0567382 0.0218847 0.00159718 0.0356954 0.0541167 -0.0290933 0.0164696 0.0025194 0.0202636 0.0473749 0.0287638 0.0749179 0.0775997 internal_weight=0 175.824 120.817 55.007 32.0396 109.313 15.3906 6.32408 9.06648 7.26022 3.97719 11.5041 2.54831 95.7255 91.0935 32.2502 25.4234 9.30157 16.1218 13.0187 8.83341 13.5871 2.99049 58.8432 40.5429 29.4595 18.3004 27.6657 6.0702 10.5966 internal_count=86175 3816 1777 2039 1638 1511 1010 451 559 505 86 266 71 1107 1059 246 197 66 131 108 78 404 68 813 559 393 254 378 55 336 is_linear=0 shrinkage=0.1 Tree=629 num_leaves=31 num_cat=0 split_feature=2 3 6 8 9 0 0 3 9 9 3 7 8 3 1 1 9 9 9 1 9 8 3 3 7 3 2 3 0 3 split_gain=0.359066 2.14071 2.45978 2.19232 5.22144 3.14122 3.08237 2.59719 3.46446 3.31907 2.31774 3.51285 2.75296 2.38785 2.35688 2.85856 2.44011 2.24168 1.74992 1.67826 1.60417 1.59908 1.58826 1.58178 2.9202 2.5959 1.82277 1.7548 1.4212 1.36326 threshold=35.120000839233406 32.200216293334968 58.975288391113288 63.039514395000005 1.1661193370819094 0.25958661735057836 0.3335500061511994 0.96234998106956493 1.162797808647156 1.2210472226142886 2.2710633277893071 99.923999786376967 42.537642925000007 1.9808999896049502 74.817810058593764 97.810398101806655 1.0232319235801699 1.2259938120841982 1.1526684761047366 62.174999237060554 1.0662164688110354 40.321323380000003 0.6850000023841859 17.637899398803714 94.087879180908217 16.667900085449222 31.000000000000004 15.033600330352785 0.49205000698566442 9.1297502517700213 decision_type=8 8 10 10 2 10 10 10 2 2 10 8 10 8 10 8 2 2 2 10 2 10 10 10 10 8 10 8 10 10 left_child=1 3 18 4 10 -6 -7 8 19 -10 13 -12 -13 14 21 -16 28 -11 -3 -5 -9 -1 -19 25 -25 27 -26 29 -17 -22 right_child=-2 2 -4 7 5 6 -8 20 9 17 11 12 -14 -15 15 16 -18 22 -20 -21 23 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-0.10733373897658723 -8.9164955811715774e-05 -0.056695292784219344 -0.13669371591163246 -0.16815722166064193 -0.13645586271012142 0.14575068724786067 -0.10081684126934357 0.12266245433537888 0.12457337285604615 -0.13116893303524665 -0.073108226407316942 0.0034598383329476953 0.0815156909722142 -0.14299617010453752 -0.065774973868322442 0.056983575075501162 0.082217989423493412 0.092544741286642945 0.056183192122189987 -0.044987208243872659 0.029556330684482341 0.063424551224705264 -0.05946433461650244 0.12225377146809256 -0.04673877252905722 -0.097283785196366546 0.096229426447481017 0.12324717166047483 -0.098288855376514772 -0.0079972018887543364 leaf_weight=0.61384285708181252 8257.7689609146 3.3996001610285012 2.1458664849340039 1.713694331003351 4.5773154143344064 0.93975246138870749 1.1010144020547157 1.7222278639674176 2.1548030645935796 1.4043013751506803 2.9218388251902097 8.4830038249074295 9.6681543728336674 1.4234889521176217 8.9475086487934696 0.88030260442246921 3.237244438380003 1.5216623453916327 2.3043000159286748 3.120838301256299 34.856783667490163 5.1450406723042761 1.2536539088378049 4.3147711652345588 2.5591815800435143 1.8728460019337934 1.3687119844253177 1.6753647346631613 1.78429577399811 13.376311387430176 leaf_count=606 83510 42 50 15 119 17 24 14 33 8 31 117 118 16 210 37 43 76 56 40 483 101 34 53 49 24 19 22 44 164 internal_value=0 0.00519781 -0.0454287 0.00843829 -0.00775259 -0.0904541 0.012725 0.0194793 -0.0248961 0.0237598 0.00494498 0.0286549 0.045036 -0.0177332 -0.00908084 -0.0301411 0.0238817 -0.0282147 -0.0110939 -0.0886472 0.0275061 0.0452233 0.0238799 0.0247759 0.0654636 0.0182991 0.00307986 0.0226364 -0.0469915 0.0191417 internal_weight=0 130.488 7.84977 122.638 49.7228 6.61808 2.04077 72.9152 11.169 6.33442 43.1047 21.073 18.1512 22.0317 20.6082 14.8494 5.90184 4.17962 5.7039 4.83453 61.7462 5.75888 2.77532 60.024 8.24266 51.7813 3.92789 49.9085 2.6646 48.2331 internal_count=86175 2665 148 2517 1483 160 41 1034 206 151 1323 266 235 1057 1041 334 124 118 98 55 828 707 110 814 121 693 68 669 81 647 is_linear=0 shrinkage=0.1 Tree=630 num_leaves=31 num_cat=0 split_feature=1 4 2 7 3 3 9 9 2 7 1 2 0 1 0 9 9 1 2 6 6 5 2 8 9 9 9 4 2 1 split_gain=0.357909 2.60238 3.59941 3.69647 3.51878 5.1006 2.98345 2.9641 2.94199 7.67832 2.56909 5.16121 4.03888 3.76172 3.25294 3.5035 3.20853 2.53031 2.72727 2.68237 2.52131 2.48594 2.38649 2.37472 7.86386 4.50697 5.86626 4.10087 4.45451 3.88736 threshold=71.956893920898452 0.055514499545097358 1756.476989746094 88.639492034912124 4495.4799804687509 3769.515014648438 1.1526684761047366 1.1243017911911013 1309.195007324219 92.49573135375978 69.203296661376967 165.91275024414065 0.17021000385284427 70.174999237060561 0.11237344890832902 1.3796529173851015 1.2677250504493716 72.400451660156264 328.73005676269537 60.172929763793952 57.660045623779304 2.6498100757598881 1548.749450683594 47.108760685000007 1.1193306446075442 1.137657165527344 1.1309865117073061 0.10300850123167039 157.91999816894534 68.712821960449233 decision_type=10 8 10 8 10 8 2 2 10 10 8 10 10 8 10 2 2 10 10 8 10 10 10 8 2 2 2 8 10 10 left_child=1 -1 3 -3 5 8 7 -6 10 -10 23 21 14 -14 15 16 -13 18 19 -2 -15 -12 -11 24 -5 26 29 28 -27 -25 right_child=17 2 -4 4 6 -7 -8 -9 9 22 11 12 13 20 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31 leaf_value=-0.0373193578941124 -0.079995643175249723 0.08910630666985063 0.014946457365728045 0.026955972996267827 0.064805860571403612 -0.11049336820280727 0.14053568715907078 -0.027538872328013553 -0.07375579584985674 0.1138512728326721 0.020330998734797254 -0.028800201516603858 -0.0023917867602146403 -0.15976243993596179 0.053467744656671881 0.032815449771987755 -0.11176401851016436 9.7768084813233398e-05 0.04773016398587112 0.024071147033400908 -0.044535675655753726 -0.07705664266262531 -0.020701460831116538 -0.017656949024488722 -0.21894647807366124 -0.061035009310511604 -0.10952052875933947 0.00016924476314252371 0.06356108675728131 0.071521584838177818 leaf_weight=20.267675914633514 3.8839372839429389 4.2733158631308461 120.89962584932982 48.198726432691046 7.7227063223544992 4.5713427936794906 2.5645806789398184 6.3208728916943073 16.87673345657095 3.4058738327585152 36.712017847916741 53.393716381047852 3.9424197999760482 5.5936126220040023 5.3811369397444642 8.4571341751143319 5.1074305309666661 7455.4176622475625 22.331763589842012 6.8365570930982367 2.8750190318096429 2.8226182508733464 2.1504862042493187 115.67861535103748 1.3365623168647278 3.3889343387054174 6.7741606454364947 384.70117108670502 18.717190754861804 5.103697291808202 leaf_count=1157 45 102 1851 1096 171 491 23 39 265 32 362 498 35 52 45 83 197 73333 228 72 22 52 30 1369 10 81 101 3953 333 47 internal_value=0 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3.1816 3.01526 2.79365 2.36674 2.26163 2.76811 3.23946 2.90451 4.21378 2.7071 2.25339 4.7166 4.43159 threshold=2742.005004882813 1.0415483117103579 1.0382359027862551 1.0596722364425661 56.852272033691413 9640.4501953125018 2697.0900878906255 0.27240999042987829 103.47080230712892 697.06835937500011 55.793656990000009 55.312780380249031 102.23339843750001 1.018160939216614 1.0316978693008425 53.760551452636726 15363.130371093752 72.400451660156264 1.0349020361900332 42.537642925000007 88.472000122070327 0.050005000084638603 3871.658325195313 17553.171875000004 1.0564270019531252 1.048164486885071 0.052005000412464149 0.1998868137598038 0.17277343571186068 0.4379699975252152 decision_type=8 2 2 2 10 10 8 10 10 8 10 8 10 2 2 10 10 10 2 10 10 10 10 10 2 2 10 10 10 10 left_child=-1 2 12 4 5 6 7 9 -9 10 11 21 13 19 -14 16 17 -15 -19 -2 -17 26 -23 24 25 -24 -3 28 -5 -29 right_child=1 3 -4 27 -6 -7 -8 8 -10 -11 -12 -13 14 15 -16 20 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.00035557126850645481 -0.12636497835365409 0.051902824691029775 -0.091708967591546856 -0.0011733842121974232 0.12090694372998895 0.10891712584429269 -0.063683453985283509 0.038776699065785736 -0.11442921631520203 0.14565023700509111 -0.050206694413784947 0.079579583552828931 -0.006660682999956498 0.042807973188977631 0.083011683585033955 -0.038483057377518275 0.013959962903684221 -0.10848422588086144 -0.016663753453150902 0.15142099979721432 0.09880518480715493 0.084985855091845836 -0.068675231370151385 0.062798905256363127 -0.090293393249891274 0.077793341060735294 -0.081823582998555133 -0.015405137780949665 0.023827627566271575 0.0083886077911595851 leaf_weight=6563.8828219244488 0.42410136968339829 2.2059079091995981 8.3981073331669887 1208.3786460184911 5.3335786350071421 3.2754515337001058 5.3489760929369359 4.8162808683700842 4.6498159999027848 2.9630326461046925 5.2063173922942942 10.237219074741004 30.098645240068436 2.1363439757842633 7.0373148601502171 2.1571572095854199 5.4698401843197635 14.492170690558853 4.7481448957696548 2.4738083185224014 3.0048221356701106 5.7779655684717026 3.5869775721803325 6.5181015012785783 4.3321696054190397 4.3415942825376987 4.8248676434159279 265.97431227318111 80.485584095122704 110.92139649831552 leaf_count=65265 375 18 60 13217 36 28 31 36 58 18 40 72 300 23 35 28 37 154 33 16 22 35 41 48 22 24 42 3798 865 1398 internal_value=0 -0.00130866 -0.0165972 -0.000601532 0.0220767 0.0143346 0.00955444 0.0161428 -0.0364792 0.0261065 0.0185751 0.027137 -0.00784133 -0.0271758 0.0103324 -0.0396646 -0.0552579 -0.0729694 -0.0858247 0.110768 0.0414333 0.0101408 0.0244584 0.00583497 -0.0244484 0.0115293 -0.0398669 -0.00160108 0.000387852 -0.00840258 internal_weight=0 1819.62 80.4405 1739.18 73.4183 68.0847 64.8092 59.4603 9.4661 49.9942 47.0311 41.8248 72.0423 34.9064 37.136 32.0085 26.8465 21.3767 19.2403 2.89791 5.16198 31.5876 24.5568 18.7788 12.2607 7.92857 7.03078 1665.76 1288.86 376.896 internal_count=86175 20910 1083 19827 549 513 485 454 94 360 342 302 1023 688 335 297 247 210 187 391 50 230 170 135 87 65 60 19278 14082 5196 is_linear=0 shrinkage=0.1 Tree=632 num_leaves=31 num_cat=0 split_feature=5 3 9 9 9 6 7 0 1 4 8 8 3 7 8 7 2 1 4 0 5 6 8 8 5 1 2 5 7 7 split_gain=0.36109 3.44627 3.68689 9.24017 7.85218 15.8578 4.98734 4.32739 4.6217 4.47757 4.18803 6.22614 4.80139 6.21001 3.475 3.92642 4.38844 4.01902 3.85783 3.46252 3.36969 3.366 3.92703 6.86498 3.20103 3.28493 3.17242 3.13908 5.08594 7.71814 threshold=2.6485567092895512 30.295001029968265 1.1744956374168398 1.1109600067138674 1.1777723431587221 55.569528579711921 84.420028686523452 0.47004324197769171 119.78649902343751 0.22002299875020984 69.293986920000023 68.163682825000009 14.612899780273439 87.448143005371108 59.948030760000009 100.7435646057129 9242.6884765625018 82.310581207275405 0.05711800046265126 0.24000012129545215 2.7500499486923222 51.108139038085945 63.49075426000001 60.968498590000003 2.74170994758606 90.460800170898452 1162.384460449219 2.689985036849976 88.204822540283217 87.55328750610353 decision_type=10 10 2 2 2 10 10 10 8 8 10 10 10 10 10 10 10 8 10 8 8 10 10 10 10 10 10 10 10 10 left_child=-1 2 3 7 5 -4 -6 20 9 -9 11 12 13 -5 15 16 19 18 -18 24 -2 -14 23 -23 25 -8 -27 -16 29 -29 right_child=1 -3 4 10 6 -7 14 8 -10 -11 -12 -13 21 -15 27 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00039857015463222971 -0.0047700409077728123 -0.0010191027193109071 -0.34347022274124178 0.11700947363288726 -0.10122454949420548 0.051956479695568283 -0.066208706435842354 0.1023987755600958 -0.092401695162539974 -0.19343335236183476 0.092744298876313164 -0.072358791146250781 -0.0035654821984702195 -0.0071897347877399849 -0.0032256068759638694 0.06554386031935483 -0.014571284103786414 -0.025452724040017718 0.16432426050832391 -0.10903630920376357 -0.10629760703302467 0.069938786583283383 0.11122594875202574 -0.096374669327167886 0.020461575915459645 0.090345283269771065 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0.0314689 0.0961428 -0.0396923 -0.00849731 0.0629658 0.0751065 0.0442552 -0.0278112 -0.0462928 0.0172778 0.0105395 0.020519 -0.0132056 internal_weight=0 2211.36 491.32 196.041 295.279 4.0654 291.213 103.555 11.1154 9.38061 92.4864 78.6168 73.3947 31.7227 286.723 58.2076 52.9443 10.9173 5.11062 42.027 92.4397 41.672 35.2411 19.0067 35.8796 25.946 6.18947 228.515 132.474 33.4322 internal_count=86175 29113 6095 2419 3676 46 3630 1536 664 652 883 648 606 242 3409 595 558 167 64 391 872 364 297 198 336 236 50 2814 1787 304 is_linear=0 shrinkage=0.1 Tree=633 num_leaves=31 num_cat=0 split_feature=0 9 2 3 7 2 4 7 1 6 2 2 7 6 7 3 3 1 8 9 7 0 8 0 1 1 5 4 4 4 split_gain=0.364746 0.976168 0.989798 0.82275 0.738495 1.3424 1.12122 0.673546 0.664627 0.505356 0.499688 0.47049 0.516533 0.377214 2.50369 2.96942 2.03131 1.9607 2.33495 4.60302 1.98712 2.54697 2.3903 2.90153 1.93363 2.17852 2.08116 2.13351 1.99388 2.71993 threshold=1.4203000068664553 1.137657165527344 115.81000137329103 3.7308750152587895 93.792598724365249 206.01550292968753 0.14999667555093768 106.59830856323244 46.343500137329109 60.300041198730476 364.11500549316412 26.836180686950687 98.646739959716811 63.199125289916999 103.0540237426758 674.11999511718761 257.75955200195318 46.343500137329109 67.264778700000008 1.1777723431587221 118.51842498779298 0.18000015616416934 74.797592850000015 0.28976640105247503 120.88949966430665 84.454883575439467 2.5579032897949223 0.23009499907493594 0.15003500133752826 0.17531999945640567 decision_type=10 2 10 8 10 10 10 10 10 10 10 8 10 10 8 8 10 10 10 2 8 8 8 10 10 10 10 10 8 10 left_child=13 2 8 4 6 7 -3 -6 -2 -8 -7 12 -10 -1 16 17 -15 -16 24 -20 21 -21 -23 -24 25 26 27 -19 -27 -30 right_child=1 3 -4 -5 5 10 9 -9 11 -11 -12 -13 -14 14 15 -17 -18 18 19 20 -22 22 23 -25 -26 28 -28 -29 29 -31 leaf_value=-5.2015048402840217e-05 0.097359375378076637 -0.080967727543920662 -0.12458929278476322 -0.10166319680456451 0.026842474699148113 0.13219921944079258 -0.022647217154481866 -0.11341659328093329 0.049069048266046661 0.10902907442684806 0.036368314366942447 -0.10491042188362641 -0.075460976306907818 0.053639211703732259 -0.095029523834120347 -0.076897015056587539 -0.016434885712670839 -0.094133255721532222 0.11462731429002111 0.12586524819114439 -0.021183314611752324 -0.049111602397902687 -0.049984682411285578 0.070101352891772967 0.013119648868746794 -0.11448751007634304 0.099923695177195584 0.051686018217318656 0.075075080737820765 -0.066049956673318352 leaf_weight=8269.7369614514537 0.40300428618536344 1.5251984076388683 1.4262006008502792 0.66510432106770156 0.81534574158831696 1.3160672908088602 0.53560763381483389 0.59022122527494503 0.73947950460228662 0.63941060472279787 0.92762829734056129 0.77314525901601872 0.6060713955466781 16.378638790379231 1.9868166426986125 5.0085855384822926 5.5346791185438624 2.194869139348163 4.8008924571331582 2.435846928041431 12.54382464190712 4.1307104416191587 2.6750721796415755 8.1181445596739632 14.567351845340452 4.4110285503556925 1.8778810581716241 1.848336859732626 1.8575081311573747 5.1578469274172676 leaf_count=84278 31 97 53 72 34 21 36 34 72 16 31 75 19 153 314 46 51 24 46 20 119 29 22 70 163 76 44 22 39 68 internal_value=0 -0.0182325 -0.0580089 0.00415423 0.0152385 0.0445746 -0.0244082 -0.0320547 -0.0203529 0.0490072 0.0925791 -0.0427434 -0.00702254 2.01578e-05 0.00626807 -0.00256469 0.0359405 0.00286193 0.00578139 0.0237346 0.00914215 0.0310547 0.01558 0.0403383 -0.0137411 -0.0362971 0.0129314 -0.0274725 -0.061807 -0.0286832 internal_weight=0 10.9625 3.9479 7.01458 6.34948 3.64926 2.70022 1.40557 2.5217 1.17502 2.2437 2.1187 1.34555 8365.26 95.528 73.6147 21.9133 68.6061 66.6193 34.7045 29.9036 17.3598 14.9239 10.7932 31.9148 17.3475 5.92109 4.04321 11.4264 7.01536 internal_count=86175 591 250 341 269 120 149 68 197 52 52 166 91 85584 1306 1102 204 1056 742 306 260 141 121 92 436 273 90 46 183 107 is_linear=0 shrinkage=0.1 Tree=634 num_leaves=31 num_cat=0 split_feature=9 9 8 3 7 8 9 8 1 8 8 4 9 6 8 8 1 8 0 7 1 0 8 9 8 0 3 8 6 5 split_gain=0.363949 4.23813 4.71508 4.50785 3.94018 3.46992 8.97664 7.64855 5.51188 7.82281 5.82641 4.9242 4.89695 3.88422 3.85721 3.30529 3.00443 3.7239 2.87096 2.85864 2.73284 2.72427 3.08242 3.99742 2.92364 2.56252 2.52408 2.46196 2.30215 3.85981 threshold=1.5525022745132449 1.539929270744324 88.353219990000014 134.34804534912112 103.21296691894533 74.879702425000019 1.5776674151420595 74.980382370000015 88.755001068115249 73.93013833000002 73.869909720000024 0.099994499236345305 1.5900974869728091 56.785594940185554 72.121931125000017 74.075884320000014 113.76994705200197 74.151832615000018 0.18000015616416934 105.01190185546876 91.001350402832045 0.089829999953508391 75.01961497500001 1.558970093727112 75.01961497500001 0.15000005066394809 723.62567138671886 88.27951542000001 48.898498535156257 2.6500051021575932 decision_type=2 2 8 10 10 10 2 10 10 10 10 10 2 10 8 10 8 8 8 10 10 10 10 2 10 8 10 8 10 8 left_child=1 -1 3 25 15 6 -2 -7 9 13 11 19 -13 14 18 -5 17 -17 -8 -10 -12 24 -23 -24 -9 -3 -19 -26 29 -25 right_child=5 2 -4 4 -6 7 8 21 10 -11 20 12 -14 -15 -16 16 -18 26 -20 -21 -22 22 23 28 27 -27 -28 -29 -30 -31 leaf_value=-3.3063612139810573e-05 -0.11962055615190206 0.17249884103290858 -0.10402847370675027 -0.11138097672124543 -0.061912392413565082 0.10375547026484813 0.15588929511178329 0.041615690139787456 -0.061250205350012889 0.13021491797952964 0.010728535940140111 0.13070964546168504 -0.0066988985924107628 0.055960646983154949 -0.087793854502535518 0.083951242107675642 0.097059328136462439 0.019793188837513808 -0.028308314384603968 0.1526014411210479 -0.12534542714387162 -0.081477107434737364 -0.10757552439095208 0.051356305978756671 -0.088595455863556133 0.064184098751249197 -0.09055742618790813 0.05248672393445511 0.0051178444670982566 -0.11002461513966384 leaf_weight=7959.5028761311951 8.5247660779891685 2.7052199400350201 2.4439226540271184 1.4652359814517755 5.3127980129211201 7.1343252696096888 1.345674616062756 3.0478685125708571 12.685799608021171 5.698435894213616 1.8124459125101546 3.840018153190611 7.9901972856750945 6.3862774445442474 6.7576015285085314 5.2125570699572572 7.0715104375267392 5.3657921701669693 2.2796163358862036 0.65747492593072898 7.9491106593050063 4.4519926086068144 3.266996814927551 2.2541936218549372 9.1551691553031525 11.340760109960682 3.3774881139397621 1.4301248989941093 269.69914384832373 4.326654798394884 leaf_count=80077 486 21 195 191 39 38 13 20 644 48 26 19 85 91 168 27 38 26 46 4 95 38 125 31 267 106 35 78 2980 118 internal_value=0 0.000138599 0.0309849 0.038869 0.015543 -0.00306652 -0.0238684 0.00143337 -0.00964841 0.0289915 -0.0344987 -0.00906804 0.0379031 -0.00540584 -0.043151 0.0338381 0.0439573 0.0170502 0.0400641 -0.0507129 -0.10008 -0.00101932 0.00107684 0.00239158 -0.0446855 0.0850452 -0.0228347 -0.0695346 0.00369193 -0.0547454 internal_weight=0 8003.8 44.2953 41.8514 27.8054 370.694 65.9274 304.766 57.4027 22.4676 34.935 25.1735 11.8302 16.7692 10.3829 22.4926 21.0273 13.9558 3.62529 13.3433 9.76156 297.632 283.999 279.547 13.6332 14.046 8.74328 10.5853 276.28 6.58085 internal_count=86175 80755 678 483 356 5420 1725 3695 1239 366 873 752 104 318 227 317 126 88 59 648 121 3657 3292 3254 365 127 61 345 3129 149 is_linear=0 shrinkage=0.1 Tree=635 num_leaves=31 num_cat=0 split_feature=0 8 8 9 6 7 0 2 7 1 8 2 7 8 5 5 7 7 1 8 1 7 4 8 9 6 4 7 2 1 split_gain=0.362356 2.69886 3.55309 9.71235 2.78821 2.66818 2.47718 4.57074 5.46837 2.91592 5.92395 7.07479 3.18445 2.83856 2.56779 2.43123 3.60478 4.57244 3.42179 3.21581 4.06098 4.93663 8.28438 6.49001 4.18854 3.15548 3.02281 2.96025 2.91916 2.68586 threshold=0.12999981641769412 84.004879095000021 83.823592210000001 1.203055262565613 48.196331024169929 91.592548370361342 0.12000017985701562 7967.4946289062509 89.589599609375014 122.09254837036134 51.797274035000008 423.93499755859381 93.857128143310561 64.489505505000025 2.6919250488281254 2.5273933410644536 100.61675262451173 101.68435668945314 78.060043334960952 75.01961497500001 100.96319961547853 97.206172943115249 0.050005000084638603 56.489202475000006 1.5335874557495119 62.096370697021491 0.21012333035469058 105.28884506225587 1212.3784790039065 173.65999603271487 decision_type=8 10 10 2 8 8 10 10 8 8 10 10 10 10 10 8 10 10 10 8 8 8 8 10 2 10 10 8 10 10 left_child=1 2 6 -4 -3 -5 15 8 14 -10 12 -12 -11 -9 -8 16 19 -18 -19 20 26 22 -22 25 29 -23 28 -20 -1 -25 right_child=-2 4 3 5 -6 -7 7 13 9 10 11 -13 -14 -15 -16 -17 17 18 27 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.072898185029556098 -0.00039047457477375239 0.073379408037592089 -0.1290886500047482 0.037124585208743108 -0.012847074782287858 0.12142916551459633 0.1955751084046895 -0.074612221038945992 0.0054057997793229094 -0.08006820984772868 -0.034954255178227318 0.13681358409643124 0.05643377977462774 0.056269243400648289 0.049299753415733338 0.0020266814656492251 -0.12822302932274099 -0.11877403233383216 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0.00217036 0.0467744 -0.0109166 0.0779796 0.00176437 0.0197227 0.0292671 0.020934 0.0524741 0.0932361 -0.0215161 -0.0450864 0.131153 0.00105494 -0.0123208 -0.0440281 -0.0245952 -0.00334678 0.000167754 -0.0117741 -0.0466104 0.00809818 0.0262426 -0.0706744 0.0359139 -0.00859353 0.0530506 0.0140277 internal_weight=0 2133.42 1962.08 17.6979 171.341 15.0309 1944.38 73.8924 64.4072 59.5376 19.6418 12.6647 6.97712 9.48524 4.86955 1870.49 126.687 27.9463 22.7057 98.7409 95.1328 71.31 25.9025 45.4074 36.9064 8.50102 23.8228 19.4081 19.3455 32.6182 internal_count=86175 21297 17003 170 4294 147 16833 607 481 430 137 85 52 126 51 16226 1021 236 190 785 743 551 242 309 217 92 192 141 135 196 is_linear=0 shrinkage=0.1 Tree=636 num_leaves=31 num_cat=0 split_feature=8 8 6 2 7 1 0 9 4 1 2 2 7 1 4 6 6 2 4 1 7 3 8 5 7 5 7 7 0 5 split_gain=0.36436 1.4636 7.09231 2.77746 3.0805 2.86546 2.7562 5.50801 1.74711 1.6138 1.45841 3.89401 1.42709 1.41787 4.38298 3.52616 3.80568 3.35935 3.62678 4.78135 3.10829 3.45495 3.07497 3.07678 3.03789 2.93231 2.77196 2.6929 3.47393 2.60404 threshold=88.114945425000016 87.952414245000014 51.302978515625007 323.08480834960943 92.898681640625014 120.88949966430665 0.15990499407052997 1.5525022745132449 0.019995000213384632 102.86154937744142 1980.0065917968752 945.13940429687511 87.639511108398452 109.72610092163087 0.039905000478029258 50.577184677124031 50.105657577514656 197.68679809570315 0.16999850422143939 86.518749237060561 87.882106781005874 15.033600330352785 88.435926750000007 2.7199048995971684 91.232048034667983 2.640009999275208 91.81790924072267 88.430774688720717 0.039999742060899741 2.6498100757598881 decision_type=10 10 10 10 10 10 10 2 10 10 10 10 10 10 10 8 8 8 10 10 8 8 10 10 8 8 8 8 10 10 left_child=1 -1 3 4 -3 8 7 -4 -5 -9 11 -10 -8 15 24 16 20 18 -17 -20 -2 -22 23 29 -15 -16 -23 -24 -29 -19 right_child=13 2 6 5 -6 -7 12 9 10 -11 -12 -13 -14 14 25 17 -18 22 19 -21 21 26 27 -25 -26 -27 -28 28 -30 -31 leaf_value=-1.535585165930518e-05 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8.3112541771697597 3.7285078883578535 1.0207701291656119 1.1696702982299019 2.3376469477079818 1.3820215249870642 2.0672491558434549 13.29904085626549 2.346514256496449 5.2773808039491996 0.98347380532140949 7.5805453538087022 5.4593721862183875 leaf_count=81405 28 27 85 71 22 52 88 30 41 153 63 20 302 1107 195 333 84 559 101 9 8 59 34 56 404 71 125 85 460 98 internal_value=0 -0.000102007 -0.0207156 0.021507 -0.0260322 0.0532262 -0.0696877 -0.019019 0.069194 -0.0755376 0.0854165 0.0396409 -0.103941 0.00452971 0.0106712 -0.0087815 0.0286619 -0.0259799 0.0183663 -0.0490635 -0.00696125 0.0194645 -0.0461687 -0.0735354 0.00453081 0.0708152 0.0440429 -0.00259052 0.0183122 -0.0906128 internal_weight=0 8193.95 34.3 18.4193 7.3714 11.0479 15.8807 6.40547 10.0591 4.67047 8.73546 3.87368 9.47524 173.438 118.681 54.7568 17.2346 37.5222 11.7382 4.74928 10.9448 8.7847 25.7839 15.8379 107.687 10.9943 7.61503 9.94604 8.56402 13.7706 internal_count=86175 82359 954 296 49 247 658 268 195 183 124 61 390 3816 1777 2039 304 1735 443 110 220 192 1292 713 1511 266 184 579 545 657 is_linear=0 shrinkage=0.1 Tree=637 num_leaves=31 num_cat=0 split_feature=2 4 3 6 8 8 5 6 9 9 6 9 2 2 0 2 1 0 0 9 3 7 1 6 5 3 9 1 3 1 split_gain=0.321594 1.98899 5.69916 5.64222 14.6583 4.6742 3.91318 8.10332 5.80393 4.21482 3.76766 5.35403 3.63171 3.96652 5.40583 3.39721 3.59224 3.25935 4.55647 3.21084 4.01863 3.08117 2.98639 4.03661 2.81596 4.56484 2.83766 2.76035 2.70763 3.04712 threshold=2742.005004882813 0.046223001554608352 65.085384368896499 56.100383758544929 47.827284630000008 70.190128230000013 2.6018366813659672 51.767759323120124 1.181110739707947 1.5653824210166933 57.735210418701179 1.079471290111542 2673.954956054688 1756.476989746094 0.1466433256864548 210.43499755859378 81.391963958740249 0.049484999850392349 0.062083277851343162 1.0911181569099428 202.79999542236331 96.35712051391603 108.57004928588869 50.41822814941407 2.599985003471375 29.450950622558597 1.5085163712501528 134.77335357666018 266.79499816894537 132.85200500488284 decision_type=8 8 8 10 10 10 10 10 2 2 10 2 10 10 10 10 10 10 10 2 10 8 10 10 10 10 2 10 10 8 left_child=1 2 5 6 -5 -1 7 -4 19 -10 11 -6 13 -8 17 -12 -17 21 -19 20 -9 -15 -16 -24 -7 26 -26 -27 -18 -30 right_child=-2 -3 3 4 10 24 12 8 9 -11 15 -13 -14 14 22 16 28 18 -20 -21 -22 -23 23 -25 25 27 -28 -29 29 -31 leaf_value=0.061926815223505918 -0.0011844197260289723 -0.0001900657281641919 -0.091265047684894088 -0.19801487004340701 -0.15168227342476498 0.045248353156516451 0.015516817158658346 0.050411961244224118 -0.08068776937702013 0.066590812494751919 -0.058088227715682762 -0.021593531907244355 0.087115513393298899 -0.089787640733768742 -0.065387911571128873 -0.079428679014604459 0.081949650210731501 0.12853176939401534 0.015355828443183284 0.057645154580453634 -0.14694513231922454 0.070023575684263081 -0.072396134891646535 0.018305706812103955 -0.1360433167807609 0.046493392038180481 -0.0075038581789319981 -0.073242175165259188 0.039789417730066494 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-0.0109935 0.00681356 -0.0173859 -0.0810254 0.021223 0.0388507 0.0135561 internal_weight=0 6551.22 517.857 456.287 71.5536 61.5707 384.733 44.1892 32.2741 11.8774 67.0501 33.6395 340.544 334.414 79.3051 33.4106 27.7005 38.5212 32.1921 20.3967 4.15004 6.32914 40.7839 22.4375 30.276 18.5785 7.01522 11.5633 24.8367 15.6511 internal_count=86175 65265 9143 7426 639 1717 6787 1054 819 634 606 308 5733 5658 1050 298 242 488 394 185 42 94 562 355 1026 805 418 387 217 141 is_linear=0 shrinkage=0.1 Tree=638 num_leaves=31 num_cat=0 split_feature=0 1 1 1 9 4 9 8 7 9 1 8 4 7 2 7 7 1 3 4 4 5 2 6 4 2 3 8 8 5 split_gain=0.349311 3.22144 2.92287 2.62928 4.32892 3.0448 2.89143 2.32986 2.23607 2.21294 2.18779 3.41282 6.1302 3.19108 3.09719 5.33996 3.06416 6.08244 3.36644 2.62545 2.96428 2.54503 2.4026 2.27134 2.86345 2.73186 2.03767 1.99641 2.17169 1.98936 threshold=0.59004998207092296 133.79336547851565 137.54299926757815 121.2915496826172 1.33274382352829 0.11800333112478258 1.5900974869728091 47.827284630000008 98.310241699218764 1.3359628319740298 105.36164855957033 66.212967135000014 0.080869499593973174 95.183742523193374 749.58267211914074 101.0102996826172 94.536071777343764 107.31589508056642 5.861074924468995 0.14999667555093768 0.049463000148534782 2.6593050956726079 292.52249145507818 55.708833694458015 0.089007500559091582 352.41999816894537 95.656948089599624 55.793656990000009 49.585035525000009 2.6834199428558354 decision_type=10 10 10 10 2 10 2 10 10 2 10 10 10 10 10 8 8 8 10 10 10 10 10 8 10 10 10 10 8 10 left_child=-1 3 27 10 5 -5 9 26 -9 -6 29 12 13 -12 15 22 17 -16 -19 20 -17 -15 -13 24 -14 -25 -4 28 -3 -2 right_child=1 2 7 4 6 -7 -8 8 -10 -11 11 14 23 21 16 19 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.00010461527653884125 -0.019358007360422303 0.10940268227927659 0.12691766106720917 -0.1039661509161183 0.28716293854254443 -0.00149905621036248 -0.123571001838904 0.01242433669451342 -0.057432496583601049 0.048651133460125423 0.15530474922006515 0.017002833176498547 0.082052346453078753 -0.14139674008754186 0.12813195826890819 0.080902640657055228 -0.11713339534916799 0.027185480247564883 -0.1015590737097738 0.063312639872581553 -0.10460590129043242 0.14813391058103009 0.13031883374992331 0.010305757961662628 -0.09348377758681875 0.16592223762942374 -0.0039106080941245349 0.10378853101969239 -0.13396844509333025 0.010725797763829276 leaf_weight=8129.7808045646825 95.894827616254815 0.66065533272921917 2.8631616309285155 9.6613187730581576 0.44037833809852545 4.1437277262884882 0.89353537139322714 21.714805096620697 5.8076203272430567 3.3342386268595874 5.4682814673744842 3.2583386213518688 1.244497589825184 0.73428149260416808 2.3627440277486995 1.0568663649028174 3.9075188449569405 3.2639290224178694 5.3767680294986349 1.9807329589966682 4.6566953521105461 0.51762228517327458 4.3948816534248181 6.3527978639817784 3.6692024547555775 1.3716717762872574 2.0378390187397599 6.0299277603044175 0.82392923299266851 28.517922618753801 leaf_count=82173 1864 6 31 150 2 44 28 303 72 162 188 42 12 55 17 24 57 28 59 22 93 9 34 143 92 10 20 57 46 332 internal_value=0 -0.00382701 0.0220191 -0.00918921 -0.04506 -0.0732096 0.0381864 0.00899543 -0.00231644 0.0764779 -0.00538154 0.012373 0.0451622 0.122333 -0.00860448 0.0229306 -0.0410628 -0.0140488 -0.0529272 -0.0358979 -0.0702914 -0.0216851 0.0820748 0.00412752 -0.0490256 0.0379393 0.0725192 0.0782132 -0.0256658 -0.0124622 internal_weight=0 232.441 39.9379 192.503 18.4732 13.805 4.66815 32.4234 27.5224 3.77462 174.03 49.6168 19.3584 6.72019 30.2585 15.3475 14.911 11.0034 8.6407 7.69429 5.71356 1.2519 7.65322 12.6382 4.9137 7.72447 4.901 7.51451 1.48458 124.413 internal_count=86175 4002 535 3467 386 194 192 426 375 164 3081 885 509 252 376 215 161 104 87 139 117 64 76 257 104 153 51 109 52 2196 is_linear=0 shrinkage=0.1 Tree=639 num_leaves=31 num_cat=0 split_feature=6 1 3 5 0 7 1 5 7 7 2 3 0 9 2 8 4 5 1 3 8 3 9 6 5 5 8 4 2 9 split_gain=0.345008 1.10943 1.16863 1.66179 2.36076 2.01073 1.22274 1.43541 1.78851 1.66763 1.24068 1.23469 1.16885 1.16141 1.54508 1.33918 3.63751 2.41278 2.54406 2.39633 2.99176 2.23017 2.15913 1.93296 4.78662 3.19696 2.50577 2.73324 3.33257 2.46331 threshold=49.680486679077156 162.71350097656253 10.810550212860109 2.6299934387207036 0.48205000162124639 93.680648803710952 42.885000228881843 2.6300150156021123 91.98459625244142 94.257038116455092 189.51499938964847 52.958499908447273 0.15990499407052997 1.6808274388313296 185131.03906250003 65.094124090000022 0.040880499407649047 2.7176100015640263 80.055000305175795 45.620000839233406 63.23751475000001 95.656948089599624 1.1493571400642397 48.495475769042976 2.7336099147796635 2.711575031280518 73.244465885000011 0.051002999767661102 1611.8404541015627 1.219445586204529 decision_type=8 8 10 10 8 10 10 8 8 8 10 10 10 2 10 10 10 10 8 8 10 8 2 10 10 8 10 10 10 2 left_child=1 2 3 4 -1 -5 7 -4 11 -10 -11 -9 -13 15 -15 16 -8 18 -18 -19 21 -21 -20 24 25 -17 27 -25 29 -29 right_child=-2 -3 6 5 -6 -7 13 8 9 10 -12 12 -14 14 -16 23 17 19 22 20 -22 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=0.12189366044578642 -9.1545431391956911e-05 -0.05384160601389925 0.10401594208831627 -0.093513259450624345 -0.051663706444316254 0.083066903862740626 -0.086718611049051944 0.11059078733817443 -0.14817895708414142 0.1107557122337459 -0.061954932690655329 0.027721402537720041 -0.13288521604471634 -0.10078001055273181 0.0096069951908904876 0.00023219231607456939 0.069235664711983433 -0.097187449762818429 -0.007692476599111083 0.14611473139575476 0.14133432892495817 0.0015425012812359611 -0.095339541948377501 0.1077100542251882 -0.10875777097015821 0.10473192771966605 0.019250459372013733 0.12631256668268415 -0.14970498048961986 -0.055281353321603721 leaf_weight=1.4170231959619721 8210.0255130502865 3.162703162059187 0.74215318984351775 4.2384255476499675 1.753631428766312 0.76058625373116218 4.658058754164812 0.97961971181212115 2.0431127372576157 0.51964632441377068 2.0839386969782936 1.353298646041367 0.68124734908633389 2.1440467797219744 3.1032576654106379 24.437661559568376 2.7982654363586343 1.1192432192983659 8.7090443549677712 1.2676847846596473 3.0125430261541633 6.7403241881838776 4.1499030942650288 7.3642188720968971 3.6706281823844611 3.3260144582527564 49.07862220826064 1.9675562232732775 1.0294390331873726 1.2041537507466271 leaf_count=28 83415 44 13 121 69 13 335 24 24 17 125 62 27 16 34 251 31 20 103 16 115 101 117 169 118 48 642 17 20 40 internal_value=0 0.00475564 0.00602193 -0.0307286 0.0259022 -0.0666471 0.00819468 -0.0287733 -0.0416374 -0.0805524 -0.0274838 0.0183548 -0.0260561 0.0105883 -0.0354971 0.0125301 -0.0049367 0.00876783 -0.0171745 0.0422267 0.0563856 0.0244286 -0.0359784 0.0186867 -0.00143777 0.012751 0.029118 0.070992 0.00662859 0.0573696 internal_weight=0 149.516 146.353 8.16967 3.17065 4.99901 138.184 8.40302 7.66086 4.6467 2.60359 3.01417 2.03455 129.781 5.2473 124.533 32.4551 27.797 15.6572 12.1398 11.0206 8.00801 12.8589 92.0783 31.4343 27.7637 60.644 11.5654 4.20115 3.17171 internal_count=86175 2760 2716 231 97 134 2485 292 279 166 142 113 89 2193 50 2143 838 503 251 252 232 117 220 1305 417 299 888 246 77 57 is_linear=0 shrinkage=0.1 Tree=640 num_leaves=31 num_cat=0 split_feature=7 7 7 3 1 9 9 1 0 0 6 3 2 0 0 2 5 1 9 1 0 6 4 4 2 6 4 5 6 2 split_gain=0.340256 1.80708 2.20424 2.49748 2.83029 2.73165 3.40061 2.49237 2.34103 3.73482 1.96315 2.97178 2.70037 2.64083 2.63586 2.76094 2.5779 3.97268 2.45605 2.38652 2.64396 1.76853 1.73803 1.57604 2.00122 2.69115 4.09841 2.94409 2.60017 6.20196 threshold=97.963802337646499 98.23557281494142 98.310241699218764 2945.109985351563 80.410102844238295 1.1059830784797671 1.1594565510749819 94.790111541748061 0.11000006645917894 0.18814010918140414 57.16821479797364 226.27590179443362 257.26513671875006 0.054781578481197364 0.33003500103950506 5296.0021972656259 2.6475050449371342 110.6290969848633 1.1560110449790957 85.037765502929702 0.24000012129545215 58.123060226440437 0.079371500760316863 0.21012333035469058 119.61317062377931 61.834878921508796 0.090991999953985228 2.5800232887268071 58.975288391113288 737.08648681640636 decision_type=8 8 8 8 10 2 2 8 8 10 8 10 10 10 10 10 10 10 2 10 10 10 10 8 10 10 10 8 8 10 left_child=23 10 3 4 -3 -6 -7 -8 -9 -10 13 12 18 -2 15 19 17 -16 -12 20 -15 -14 -13 24 -1 28 27 -27 -26 -30 right_child=1 2 -4 -5 5 6 7 8 9 -11 11 22 21 14 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.011203268731241675 -0.037539912909186818 0.047854957384111128 0.00046895360379063173 0.067581415148622204 0.0042821773464775731 -0.16034223181342702 -0.1246157908616044 -0.096745000655232907 0.17016437118740219 -0.034149484904592908 0.10315648398700057 -0.012783959083973784 -0.028193632372229618 -0.039008998716975052 -0.15958992621727119 -0.031753689575948429 0.073172941586584023 0.044314944785138685 -0.037475283309382205 0.074357017842118761 0.093909584279003422 -0.12003567594447291 0.083615100585040666 -0.026435142130926195 -0.00062710093616441531 -0.061182259528149902 0.10127154790631927 0.044029689418175401 -0.028845195927973147 0.010886110901429361 leaf_weight=138.61615094780245 5.2544129194147891 3.0699141416698756 4716.0517621099561 2.3542302397545418 5.3272328532766577 3.7960117300972334 2.8744757316308069 2.1366518734721422 1.3280075728253047 2.7420159149642132 2.1321757030673352 3.294926702277734 4.5082154496631102 4.3868374748853993 2.1949772995430972 3.7785568680847055 1.8277457283038527 1.6920726573007412 2.9740328523112112 22.887657655457588 2.2713805668754503 3.9195767203345895 4.3256865702569485 23.723290876143437 3206.8565694998415 4.5034095309674749 6.4667962549719951 6.4961298134003309 101.56344315159731 64.074608326031012 leaf_count=1610 58 25 47977 22 39 22 24 15 16 42 16 38 35 46 26 37 33 22 28 205 20 25 26 280 33770 37 48 58 908 667 internal_value=0 0.00054419 0.000316308 -0.0301504 -0.0409655 -0.0559438 -0.0808591 -0.0476343 -0.0119821 0.0325161 0.0170471 -0.00801369 -0.0361384 0.0290162 0.0379742 0.0487346 -0.0247726 -0.070828 0.0212477 0.0590281 0.00633477 -0.0709073 0.041935 -0.000746529 -0.00057382 -0.00105539 0.0380959 0.000954022 -0.00125815 -0.0134757 internal_weight=0 4805.13 4739.68 23.6285 21.2743 18.2044 12.8772 9.08115 6.20668 4.07002 65.4483 21.1546 13.534 44.2936 39.0392 33.3244 5.7148 3.88705 5.10621 29.5459 6.65822 8.42779 7.62061 3552.3 3528.58 3389.96 17.4663 10.9995 3372.49 165.638 internal_count=86175 48797 48182 205 183 158 119 97 73 58 615 168 104 447 389 308 81 48 44 271 66 60 64 37378 37098 35488 143 95 35345 1575 is_linear=0 shrinkage=0.1 Tree=641 num_leaves=31 num_cat=0 split_feature=8 8 3 0 1 4 8 9 3 9 5 1 2 5 7 3 2 6 2 8 9 2 2 2 0 7 2 3 1 1 split_gain=0.345702 3.03968 7.7532 7.47192 4.73824 4.70664 4.86474 6.70678 7.84231 7.53681 12.4116 9.04776 6.37795 4.81004 4.42087 5.80765 7.01463 5.80386 4.88124 5.14606 6.64598 4.40227 4.15398 4.50659 3.57638 6.01007 3.47648 3.28524 4.6505 4.63958 threshold=62.490172530000002 60.751124400000009 18.757300376892093 0.29535000026226049 115.1014976501465 0.040001999586820609 61.319998600000012 1.067902743816376 1000.0069885253907 1.2694969773292544 2.689985036849976 224.385368347168 8367.0000000000018 2.6863183975219731 102.00045776367189 5.861074924468995 541.06784057617199 60.596574783325202 364.11500549316412 60.968498590000003 1.0744642019271853 223.53499603271487 214.95999908447268 282.41656494140631 0.10262840241193773 95.482738494873061 228.68274688720706 49.229299545288093 89.641059875488295 85.037765502929702 decision_type=8 10 10 10 8 8 10 2 10 2 10 10 10 10 10 8 8 8 8 10 2 8 10 10 10 8 10 10 10 10 left_child=1 -1 3 14 -5 -4 13 8 -8 11 -11 12 27 26 15 16 18 -17 19 -3 21 -21 -19 -24 -15 -26 -7 28 -9 -29 right_child=-2 2 5 4 -6 6 7 9 -10 10 -12 -13 -14 24 -16 17 -18 22 -20 20 -22 -23 23 -25 25 -27 -28 29 -30 -31 leaf_value=9.9796376865781032e-05 -0.0004543225790542084 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3.8606800241395804 3.6632281914353362 5.781157299876214 3.4853475093841535 4.79791737976484 7.4160029115155313 3.9711021752737006 25.054723887471482 5.3955228589475182 3.2829988822340965 12.65687282104045 leaf_count=22897 61947 37 75 140 18 30 26 24 36 65 30 23 38 31 24 52 53 50 26 19 37 28 16 66 56 28 157 27 18 101 internal_value=0 0.000914704 0.0144849 -0.0133177 -0.0817146 0.0323938 0.0359547 0.0142675 -0.0929641 0.0270869 -0.0429231 0.0517898 0.0729728 0.0602437 0.00458939 0.0121105 0.0408654 -0.0322483 0.0159509 0.036393 0.0696936 0.113257 -0.0729718 -0.0341365 0.0160141 0.045429 0.0852079 0.0902934 0.0294137 0.11226 internal_weight=0 2748.74 155.714 61.0059 12.658 94.7085 92.352 48.7891 5.20985 43.5792 11.3663 32.2129 27.7755 43.563 48.3479 45.5312 27.6242 17.907 22.1979 18.6532 13.3051 9.64184 11.8458 8.28326 15.717 11.3871 27.846 24.566 6.51362 18.0524 internal_count=86175 24228 1331 566 158 765 690 388 62 326 95 231 208 302 408 384 200 184 147 121 84 47 132 82 115 84 187 170 42 128 is_linear=0 shrinkage=0.1 Tree=642 num_leaves=31 num_cat=0 split_feature=8 8 5 1 6 6 8 8 7 1 5 0 7 5 7 1 6 7 3 9 1 3 3 5 4 1 8 4 9 9 split_gain=0.347127 5.63945 6.48973 8.66143 4.52492 2.87332 2.28173 5.0483 5.93953 4.00983 4.28134 3.97097 4.61107 3.84029 3.52914 2.95268 2.83831 2.73737 2.61481 3.46299 2.40302 2.74481 2.17935 2.08576 2.01164 1.9771 4.04878 5.33265 3.87868 2.85894 threshold=87.489998390000011 87.420011245000026 2.6100032329559331 117.84069824218751 57.884914398193366 65.634479522705092 87.598326995000008 87.622871280000012 91.530918121337905 120.1243019104004 2.6099965572357182 0.16989340633153918 108.62688064575197 2.689985036849976 106.59830856323244 108.25125122070314 55.995513916015632 90.192985534667983 145.18714904785159 1.6808274388313296 100.33264923095705 15.430749893188478 1632.7188110351565 2.6593050956726079 0.039905000478029258 114.29119873046876 87.716260455000011 0.079994998872280135 1.5962566137313845 1.5776674151420595 decision_type=10 10 8 10 10 8 10 10 10 10 10 10 8 10 8 10 10 10 8 2 10 10 10 10 10 10 10 10 2 2 left_child=1 -1 3 4 -3 6 9 8 15 11 14 18 13 -13 -11 23 25 -17 19 -2 21 -14 -20 -8 -25 -9 27 -27 29 -28 right_child=5 2 -4 -5 -6 -7 7 16 -10 10 -12 12 20 -15 -16 17 -18 -19 22 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31 leaf_value=-1.1410062021701532e-05 -0.022681579109264598 0.1099838494677708 -0.1282911663405254 -0.1308155478426947 -0.122712393396879 -0.15246786043375474 0.15944039275913033 -0.0030136116689865365 -0.20582580368415337 0.076896167893791612 -0.12168246144954009 0.10628197744707631 0.022560335369317071 -0.11875888261940022 -0.06049994579682634 -0.15454663864284315 -0.042213678443497729 0.1007865046347656 0.062842586082719559 -0.32204126826333307 0.079733690833726487 -0.12778005946760937 -0.076437559582954007 -0.15388669570949895 0.12258803066624185 0.1023111406409266 0.0082115863167916761 -0.15852689929632202 -0.068381988829823021 0.063722384995087353 leaf_weight=8017.1874632802537 1.0577267666085415 4.9011244821595046 7.3742154926367212 3.3582379498948285 1.0074378332355989 1.1808375704058551 1.1708298504236148 138.47395193484044 2.5245124374050647 4.164085388696547 3.2746003881256911 14.982483846659306 2.8949156897142521 0.79872644267743531 3.3925921974587254 1.7650781099291637 13.343693200378764 0.55092933693958901 3.1391821672514197 0.60886262357234944 2.4930091720962082 2.091964928782545 1.7495658685074884 0.60524068368977146 0.46564470394514501 8.4136357030874898 92.315217385235883 0.86430962383747179 6.0847717745928085 10.31453350977972 leaf_count=76837 90 225 396 92 27 156 33 3744 105 106 195 334 21 133 62 95 758 30 120 5 64 59 84 48 7 352 1655 4 256 82 internal_value=0 -0.000132118 -0.0582859 -0.00257805 0.070308 0.0032329 0.0038119 0.000564055 -0.0827774 0.0259362 -0.0261752 0.0448665 0.0642398 0.0948921 0.0152118 -0.0146211 0.00275168 -0.0938083 -0.023878 -0.132048 -0.000431064 -0.0405065 0.0129976 0.0671903 -0.0336694 0.00509118 0.0146028 0.0780121 0.00919134 0.0137906 internal_weight=0 8033.83 16.641 9.2668 5.90856 318.721 317.54 276.892 7.08224 40.6477 10.8313 29.8164 23.2611 15.7812 7.55668 4.55772 269.81 2.31601 6.55534 1.66659 7.47989 4.98688 4.88875 2.24172 1.07089 256.466 117.992 9.27795 108.715 102.63 internal_count=86175 77577 740 344 252 8598 8442 7169 318 1273 363 910 611 467 168 213 6851 125 299 95 144 80 204 88 55 6093 2349 356 1993 1737 is_linear=0 shrinkage=0.1 Tree=643 num_leaves=31 num_cat=0 split_feature=1 2 7 9 4 4 6 6 9 6 6 0 2 5 6 7 5 3 5 4 3 3 4 0 9 8 0 8 0 1 split_gain=0.344979 1.4869 2.32013 4.21962 2.35062 2.13057 4.52362 5.51541 3.68429 5.60402 3.90081 3.80176 3.13794 2.64472 2.52197 2.40506 5.84252 5.32982 4.52947 2.65259 2.498 2.38962 2.35807 6.50449 4.99339 7.80499 4.15038 4.07854 5.27322 3.53495 threshold=122.09254837036134 84.02875137329103 108.62688064575197 1.2309741973876955 0.1563455015420914 0.12140499800443651 56.720886230468757 55.901250839233406 1.1426048278808596 53.308040618896491 55.52289009094239 0.34391674399375921 98.317661285400405 2.5360499620437627 54.282121658325202 101.26604461669923 2.6240100860595708 24.500749588012699 2.5800232887268071 0.13611599802970889 33.204999923706062 70.163276672363295 0.11695516481995584 0.3335500061511994 1.1577662825584414 69.08872266500002 0.12254672870039941 67.847581670000025 0.17814847826957705 139.81220245361331 decision_type=8 8 10 2 10 10 8 10 2 10 8 10 10 10 8 8 10 10 8 8 8 8 10 8 2 10 10 10 10 10 left_child=-1 -2 4 -4 5 22 7 8 9 -7 11 -10 -8 -9 -13 17 18 -14 -17 20 -19 -11 -3 24 26 27 -24 28 -26 -28 right_child=1 2 3 -5 -6 6 12 13 10 21 -12 14 15 -15 -16 16 -18 19 -20 -21 -22 -23 23 -25 25 -27 29 -29 -30 -31 leaf_value=0.00032862029484756591 0.013945318480390776 -0.0016462087391425934 -0.11548874136751248 0.010939475038143553 0.042815275764356814 0.030112926257509949 -0.10176188452409461 -0.014583388745378838 -0.06257175293789019 -0.1458394431615283 0.10489355999877031 0.085921285231686087 -0.11338967909136799 -0.13344037226191269 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67 131 18 25 25 27 53 25 39 33 39 30 35 25 15 internal_value=0 -0.00124689 -0.00180255 -0.0484444 -0.00150981 -0.00182386 -0.0178572 -0.039704 -0.019883 -0.0566901 0.0104827 -0.0123921 0.00836105 -0.104297 0.0397158 0.0162991 0.0435461 -0.0100631 0.00629249 0.0202477 0.0507235 -0.100015 -0.00103135 0.0229716 0.00439141 0.0299463 -0.0549435 0.0676939 0.0242128 -0.0139264 internal_weight=0 1761.37 1699.22 10.5984 1688.63 1676.75 78.9758 43.0792 32.9639 14.9014 18.0625 14.5397 35.8966 10.1153 7.13278 33.483 16.4652 17.0178 11.836 13.1579 9.00789 9.94016 1597.77 39.9064 32.9315 23.0179 9.91355 16.2073 9.2545 7.07172 internal_count=86175 19910 18935 118 18817 18724 625 294 225 115 110 92 331 69 54 313 223 90 92 70 45 80 18099 241 202 132 70 93 58 45 is_linear=0 shrinkage=0.1 Tree=644 num_leaves=31 num_cat=0 split_feature=0 6 6 9 2 4 2 2 0 6 2 1 1 1 1 0 1 5 1 3 9 9 3 2 5 1 8 9 1 2 split_gain=0.334077 0.780962 0.956564 0.914903 0.914687 0.748667 0.928808 0.677282 0.965507 0.871773 0.630623 0.627533 0.566085 0.524489 0.378672 0.374898 2.04679 3.55291 2.20939 2.28311 2.23062 4.01564 3.4523 2.63176 2.99303 3.22326 2.58608 4.33776 2.89802 2.59898 threshold=1.4203000068664553 50.885869979858406 55.266059875488288 1.137657165527344 162.0385437011719 0.14002999663352969 43.501779556274421 119.61317062377931 1.5820000171661379 51.514183044433601 9.5950002670288104 171.1144943237305 54.73500061035157 96.290100097656264 145.22690582275393 0.72929999232292186 157.25249481201175 2.4002467393875127 150.86499786376956 0.10500000044703485 1.1929618716239931 1.2161991596221926 5.4737000465393075 8816.0419921875018 2.3904000520706181 89.323200225830092 87.321885330000015 1.162797808647156 106.99300003051759 126.94260025024415 decision_type=10 8 10 2 10 8 8 10 8 10 10 10 10 10 10 10 8 8 8 10 2 2 10 10 10 10 10 2 10 10 left_child=15 -2 7 10 5 -5 -7 12 -9 -10 11 13 -3 -4 -14 -1 18 -18 19 -17 26 -22 -23 24 25 -24 27 28 29 -21 right_child=1 2 3 4 -6 6 -8 8 9 -11 -12 -13 14 -15 -16 16 17 -19 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-5.609132088219644e-05 0.083746619273255066 0.10706178567932723 -0.10266218937463989 -0.093150474683669174 0.091767136435169983 0.090358529546405178 -0.051645155175577752 -0.14769030748337503 0.11406422259356602 -0.074838030673876912 -0.11552126876685559 -0.12529734116294725 -0.10257166204021276 0.099759320463704892 0.086454137627107422 -0.11245291084910757 -0.050672460218641503 0.11160842085483785 -0.098168523351106443 0.03869935322058133 -0.07943992374832097 -0.033294506788549401 0.099783181762516701 -0.025143243726188869 0.066393566480115837 -0.1107575738795223 -0.048566963276763492 0.18895864354868183 0.063075891956165642 -0.024881045676080016 leaf_weight=8234.4224073138685 0.70289711908799013 0.35809477046132121 0.16930483023725151 0.7447814067388665 1.4013318390971106 1.0089219623478125 0.84752159949857753 1.4209901963840816 0.32205735994284679 1.0119010044882086 0.94540328708262678 0.28758817911148071 0.41365766009334948 0.52472508070059121 0.14248372241854668 1.6344626058717029 1.9563354589045037 4.3465809836052358 2.1354162169154725 12.056400565136757 6.8054265879909499 15.607149692761594 1.0977141515613831 7.0286774502383187 14.615018441752907 2.1540138411219232 4.5637895545369238 1.6637604599818576 12.739635611993434 13.774624332960228 leaf_count=83777 37 6 68 56 42 42 28 29 10 64 115 2 79 11 2 22 30 42 31 212 89 425 23 64 333 52 192 17 117 158 internal_value=0 -0.0180007 -0.0254514 -0.000618833 0.0266364 -0.0084508 0.0255296 -0.0655821 -0.090332 -0.0292314 -0.0572299 -0.00108904 0.00899879 0.0503797 -0.0541432 1.86096e-05 0.00603863 0.0612387 0.00240976 0.00470093 0.00677988 -0.00836382 0.00357871 0.0266948 0.0470877 -0.0396835 0.022772 0.030864 0.0240445 0.00479454 internal_weight=0 10.3017 9.59876 5.92958 4.00256 2.60122 1.85644 3.66918 2.75495 1.33396 1.92702 0.981618 0.914236 0.69403 0.556141 8336.6 102.179 6.30292 95.8761 93.7407 92.1062 47.308 40.5026 24.8954 17.8667 3.25173 44.7982 40.2344 38.5707 25.831 internal_count=86175 591 554 364 168 126 70 190 103 74 196 81 87 79 81 85584 1807 72 1735 1704 1682 986 897 472 408 75 696 504 487 370 is_linear=0 shrinkage=0.1 Tree=645 num_leaves=31 num_cat=0 split_feature=8 9 9 9 8 9 9 8 8 9 3 6 4 9 3 9 6 2 8 9 1 9 1 9 1 1 7 7 3 9 split_gain=0.33692 3.06048 8.47002 9.96188 13.1567 11.0875 7.40706 6.54025 12.7702 8.22017 11.1733 6.1888 5.86634 5.76324 8.02756 6.12018 7.43311 6.845 5.83731 14.7019 9.65473 8.0577 7.64814 8.60813 6.67626 5.77684 5.44365 13.416 5.38695 5.0244 threshold=83.598192555000011 1.1408789753913882 1.1727803349494936 1.2593680024147036 87.182795360000014 1.2661221623420718 1.1710925102233889 83.89519991500002 83.945794545000012 1.1259250044822695 44.471200942993171 52.225957870483406 0.069995000958442702 1.1677789688110354 27.755000114440922 1.1644290089607241 52.165784835815437 66.224700927734389 84.096144080000016 1.162797808647156 99.102649688720717 1.1594565510749819 68.160701751708999 1.1477001309394839 108.84904861450197 84.454883575439467 91.592548370361342 93.739456176757827 61.862352371215827 1.2526250481605532 decision_type=10 2 2 2 10 2 2 10 10 2 10 10 10 2 10 2 8 10 10 2 10 2 8 2 10 10 10 10 10 2 left_child=-1 7 6 4 12 11 13 28 9 10 -9 -5 29 15 -15 18 -17 -18 21 20 22 24 23 -20 -3 -16 -13 -28 -2 -4 right_child=1 2 3 5 -6 -7 -8 8 -10 -11 -12 26 -14 14 25 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00027167771937477281 0.026614431718140232 -0.0074340425366692725 0.01671133879625036 0.12037254176338728 -0.10099067778140845 0.00034588440347388313 -0.11215484341121816 -0.1344740093101463 0.015105923453500609 0.066121640912951404 -0.0052031962914479519 -0.14707006528894837 0.07143750581102859 0.18265911367833687 0.091172820537180552 0.073099612040070538 0.071881894645340755 -0.13081408189586063 0.024062374353230248 0.16334280682656388 -0.10395457222857574 -0.13517818967043563 0.12230152758275992 -0.11615278361927617 -0.10144983553335273 -0.034612358157535508 0.10349863485457261 -0.18466068203470026 0.10951510836234807 0.11195006714730811 leaf_weight=7085.079491725246 63.089010358089581 46.479764774441719 87.719194022007287 1.4075772090000125 7.4671214253030476 727.89118957081519 8.6808552010916156 15.094315677881246 122.08749747434922 4.6943000331521025 12.0031671077013 9.4004559131572005 33.592476513236761 3.0388970011845258 5.3899364663520855 2.7372409887611893 1.9010478167328972 13.47646931291092 19.609384194016464 5.5906782266683868 8.5525988684967142 7.1964690918102852 5.5610841689631334 5.6370989637798621 9.0188110917806608 11.318082173354922 3.5375080478261216 2.9740123927476816 8.950422083726151 5.912699904292821 leaf_count=68355 324 266 706 47 1760 11233 88 70 1407 30 49 121 450 75 35 19 9 159 126 58 65 70 46 281 63 69 33 36 44 81 internal_value=0 0.001503 -0.000800588 0.00298795 0.0280158 -0.00153565 -0.0224205 0.0120471 0.000405456 -0.0560476 -0.0772119 -0.0806111 0.0355875 -0.017067 0.0331572 -0.0249533 -0.0787297 -0.105756 -0.0159037 0.0115977 -0.00995598 -0.0356216 0.0161393 -0.00724522 -0.0227121 0.00596541 -0.0983901 -0.0281126 0.0369143 0.0227255 internal_weight=0 1260.01 1034.09 879.902 134.691 745.211 154.188 225.919 153.879 31.7918 27.0975 17.3196 127.224 145.508 19.7469 125.761 18.1148 15.3775 107.646 44.9508 39.3602 62.695 30.8076 25.2465 55.4986 16.708 15.912 6.51152 72.0394 93.6319 internal_count=86175 17820 15896 14467 2997 11470 1429 1924 1556 149 119 237 1237 1341 179 1162 187 168 975 576 518 399 453 407 329 104 190 69 368 787 is_linear=0 shrinkage=0.1 Tree=646 num_leaves=31 num_cat=0 split_feature=0 8 8 8 7 6 7 5 8 5 5 6 9 8 7 3 7 8 9 4 5 1 1 1 3 3 7 0 7 8 split_gain=0.33866 2.52959 4.99358 3.07056 5.79852 5.09556 4.52446 6.14141 4.34944 3.13341 3.99097 3.21564 2.98511 2.95972 3.53588 2.75493 4.51861 2.93382 2.75474 2.92366 2.73581 2.7283 2.47582 2.43827 2.41027 2.9964 2.38616 2.26563 2.12119 2.12085 threshold=0.59004998207092296 65.631410680000002 64.993942295000011 70.393947905000019 94.59625625610353 50.726736068725593 95.549999237060561 2.6919250488281254 69.472333410000019 2.7169150114059453 2.6812050342559819 52.283020019531257 1.2851773500442507 60.968498590000003 90.947826385498061 3.3227499723434453 93.204734802246108 72.669456165000014 1.239249646663666 0.062467500567436225 2.6100032329559331 107.31589508056642 49.80999946594239 101.59129714965822 3.7308750152587895 11.237450122833254 94.257038116455092 0.80524998903274547 108.04341888427736 87.321885330000015 decision_type=10 8 8 10 8 10 10 10 10 10 10 8 2 10 8 10 10 10 2 8 8 10 8 10 8 8 10 8 10 8 left_child=-1 2 13 4 5 8 -6 18 21 10 11 -7 -12 -2 -15 27 17 -17 19 -8 26 -3 -19 -20 -24 -26 -18 29 -29 -5 right_child=1 3 -4 15 6 9 7 -9 -10 -11 12 -13 -14 14 -16 16 20 22 23 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00010123865200768394 0.0087705447903560323 0.029452847023980367 0.090679500847680838 0.11909859664514039 -0.13390134201930956 -0.097837445571337861 0.0073447274539197088 0.11871002531710642 -0.1502061553302852 -0.051320051511481682 0.13082452871959252 0.034521579516129851 0.0047234676401091856 0.11443669907151025 -0.075933400583788391 0.10937654879857224 -0.12377368328428338 -0.13912978777330939 -0.085722479018766007 -0.1198350732694522 -0.15094936983623078 -0.077632686018772254 -0.10142260908066232 0.11208001109232064 0.078040668380460129 -0.025257549609984789 -0.019687378367263895 0.017899590651341873 -0.099280506561754633 0.017678324306210497 leaf_weight=8109.5792605037323 75.646470118338698 5.1889350675046426 6.9237742002733276 4.2658544884179692 7.4337225554255637 2.5840800693549726 2.3867020108737051 2.1340083554387084 3.4776596724987021 4.3759325436622012 5.9899048060178739 6.3363903918652804 2.7341375401010737 1.1150600670207467 7.8045575990252027 3.5520310737192657 2.376149518415331 1.06216023006709 1.0867754304781549 7.4489694412623049 1.8934344585832139 4.3938246695761336 1.459682174026965 1.4609133007897979 6.7325966797070569 4.8174232827550449 30.134301148558734 16.455319127970149 1.704844636551569 3.9907670634856922 leaf_count=82173 1214 35 57 40 184 30 17 22 19 41 45 66 20 65 445 38 31 46 8 81 114 56 15 48 134 220 450 347 39 75 internal_value=0 -0.00381523 0.00903141 -0.0124908 -0.0301471 -0.00492436 -0.0704565 -0.0379691 -0.0544118 0.0244269 0.0432125 -0.00382016 0.0913041 0.00234654 -0.0521348 0.000345927 -0.0130076 0.0281678 -0.0649694 -0.0889739 -0.0341003 -0.0196473 0.007669 0.0277028 0.0196542 0.0349558 -0.0272949 0.0266457 0.00689893 0.070078 internal_weight=0 226.966 91.4899 135.477 57.032 35.0809 21.9511 14.5174 13.0604 22.0204 17.6445 8.92047 8.72404 84.5661 8.91962 78.4446 52.0278 17.6239 12.3834 9.83567 34.4039 9.58276 14.0719 2.54769 13.0097 11.55 32.5105 26.4168 18.1602 8.25662 internal_count=86175 4002 1781 2221 672 312 360 176 110 202 161 96 65 1724 510 1549 1048 453 154 98 595 91 415 56 369 354 481 501 386 115 is_linear=0 shrinkage=0.1 Tree=647 num_leaves=31 num_cat=0 split_feature=8 8 6 7 6 5 0 5 1 5 9 6 5 6 0 9 7 9 9 5 8 9 8 9 7 7 6 7 1 9 split_gain=0.322475 3.76388 4.9189 5.00911 4.82273 4.53137 5.55807 4.52818 3.49417 4.42995 3.84807 3.68486 3.38403 3.27856 6.35068 6.07053 3.71009 2.85952 18.0323 12.9247 10.74 9.36121 7.58648 7.26665 6.86051 13.4743 9.59428 11.8459 6.0419 5.76953 threshold=73.638540480000017 73.430923220000025 59.888229370117195 101.12480545043947 51.457010269165046 2.5099099874496464 0.36005000770092016 2.6199631690979008 124.70980072021486 2.6099965572357182 1.2644609808921816 52.69920730590821 2.4801000356674199 55.135643005371101 0.15000005066394809 1.27454149723053 93.380386352539077 1.2342023253440859 1.219445586204529 2.6199631690979008 78.137514370000019 1.232557535171509 74.075884320000014 1.2210472226142886 101.12480545043947 99.014732360839858 53.461326599121101 92.847381591796889 126.77050018310548 1.1744956374168398 decision_type=8 8 8 8 10 10 8 10 10 10 2 10 10 10 8 2 10 2 2 10 10 2 8 2 10 10 10 8 10 2 left_child=1 -1 3 4 -3 -6 8 12 13 10 -10 -11 -5 14 16 -15 -7 18 22 20 -20 23 24 -22 25 26 -2 -28 -21 -24 right_child=17 2 -4 7 5 6 -8 -9 9 11 -12 -13 -14 15 -16 -17 -18 -19 19 28 21 -23 29 -25 -26 -27 27 -29 -30 -31 leaf_value=1.5654450615324856e-05 -0.060258361541295137 0.11763150192762116 -0.011188891381401896 0.017686045843648673 -0.053254261599147992 -0.028651077411690248 0.13837689883864934 -0.020075820190441154 -0.011677558129119633 -0.035832986593674961 -0.10921843406489283 0.09826330990369983 0.11079917319630644 0.14509703997083545 -0.10915732183421273 0.012113691577301236 0.086142896824962123 0.0017707400692255312 -0.096950529124759419 0.097753850301129402 -0.10495070805807966 -0.12506060705811098 -0.0035335001273422749 0.00070277100866794617 -0.083164002291966799 0.14539195557515966 0.13979384325091612 -0.024047738340502407 -0.11428525848940628 0.011383923418613389 leaf_weight=4897.4457780320499 35.002476805518654 4.3822388686221521 46.21879162453115 5.2350750863552156 9.9237196650356037 4.621246639639141 3.6958618313074103 4.8754287585616103 18.56852721050382 3.2067997455596906 5.1708452701568595 5.6768386885523796 15.340709358453749 6.2916386872529966 3.67874826863408 7.5541730113327503 7.2050153724849224 1881.6061297869092 36.653661556771567 8.5723343846912012 7.542656486737541 8.759308809952925 836.42786460804746 47.538510064434377 19.013366212486289 4.8589458400383583 6.313381694257262 14.659177307039498 1.5936469361186016 375.73914816192155 leaf_count=45810 326 30 346 31 68 33 18 24 99 17 51 43 83 31 21 45 43 23718 878 139 87 95 8958 580 105 24 34 97 17 4324 internal_value=0 0.000496097 0.0160121 0.027937 0.0156405 0.009728 0.0192456 0.0665763 0.0121411 -0.0103814 -0.0329236 0.0498575 0.0871085 0.0371745 0.00559141 0.0725423 0.0412858 -0.000776913 -0.00419444 -0.0429368 -0.0538065 -0.0290355 -0.000876189 -0.0137651 -0.0307326 -0.0143454 -0.0282115 0.0252736 0.064514 0.0010905 internal_weight=0 5049.09 151.646 105.427 79.9757 75.5934 65.6697 25.4512 61.9738 32.623 23.7394 8.88364 20.5758 29.3508 15.505 13.8458 11.8263 3284.28 1402.67 110.66 100.494 63.8405 1292.01 55.0812 79.8473 60.834 55.975 20.9726 10.166 1212.17 internal_count=86175 46793 983 637 499 469 401 138 383 210 150 60 114 173 97 76 76 39382 15664 1796 1640 762 13868 667 586 481 457 131 156 13282 is_linear=0 shrinkage=0.1 Tree=648 num_leaves=31 num_cat=0 split_feature=9 9 8 3 8 3 2 6 0 3 0 1 0 2 8 1 6 5 2 8 9 1 8 6 2 1 3 8 8 8 split_gain=0.326021 3.39139 4.29581 4.76786 3.67025 4.14243 5.17775 3.9142 3.2849 3.96037 3.16005 2.95939 2.95735 2.72999 3.09879 3.7289 3.42736 2.97465 2.29592 2.88667 2.69089 2.29584 5.00931 2.14157 1.93794 1.8547 2.40841 2.38592 6.37096 5.42786 threshold=1.5525022745132449 1.539929270744324 88.297967175000011 134.34804534912112 74.198335955000019 11231.395019531252 1334.394958496094 57.590518951416023 0.049484999850392349 530.76501464843761 0.24904999881982806 126.77050018310548 0.099210001528263106 91.058799743652358 88.27951542000001 98.131198883056655 50.964384078979499 2.5197299718856816 498.66499328613287 74.980382370000015 1.5900974869728091 117.24040603637697 88.353219990000014 55.52289009094239 1162.384460449219 70.174999237060561 13.005650043487551 74.879702425000019 74.980382370000015 74.151832615000018 decision_type=2 2 8 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 2 10 8 10 8 10 10 10 10 10 left_child=1 -1 3 10 5 6 -5 23 -8 -10 24 -12 13 -2 15 17 -16 -15 19 20 -19 22 -4 -6 -3 26 -14 29 -29 -27 right_child=12 2 21 4 7 -7 8 -9 9 -11 11 -13 25 14 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-2.6281464763544854e-05 0.10367974429049601 0.14869719416190544 0.3113352084784598 0.19074072320174895 -0.018684628688465984 0.13621798006128791 0.16026542937667776 -0.079547486651017699 0.13402872155253784 -0.078171674469074526 -0.094535759830537608 0.086109515669128056 -0.095095530649987284 -0.11310802240557323 -0.061522314895807562 -0.088698385116362188 0.11225973207160134 0.13911354422287617 -0.040045294615539247 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0.0131971 0.0515588 0.0133606 -0.0231307 -0.0197088 -0.0442414 0.0867916 0.00835098 -0.00294042 -0.0292259 -0.0345917 -0.0456926 0.0412726 -0.01868 -0.00270163 0.0337595 0.0734258 -0.0731491 0.0338647 0.02816 0.117259 0.00016418 0.0640722 -0.000731229 0.00279576 -0.0218952 internal_weight=0 7963.63 43.387 39.5593 26.3365 12.8097 8.82695 13.5268 7.43991 6.54742 13.2228 3.69909 362.394 38.2811 36.7956 32.0987 4.69687 19.7152 16.862 8.53181 5.82362 3.82771 1.31568 7.08532 9.5237 324.113 4.47837 319.634 273.976 45.6583 internal_count=86175 80755 678 474 350 251 207 99 174 170 124 54 5420 710 686 623 63 269 225 71 45 204 80 49 70 4710 113 4597 3194 1403 is_linear=0 shrinkage=0.1 Tree=649 num_leaves=31 num_cat=0 split_feature=6 6 1 7 4 7 2 1 7 3 4 9 2 2 6 1 1 5 7 9 0 8 9 0 3 8 4 5 9 8 split_gain=0.324041 2.34984 3.70189 5.06405 5.00115 4.74938 4.30767 3.68804 4.35921 3.67992 3.63962 3.61265 3.51004 4.4048 3.11855 3.10917 4.70105 2.5698 3.40492 2.86468 2.58508 2.44548 3.93044 2.46423 4.8572 2.62253 2.42823 2.41806 2.37857 3.05792 threshold=51.362089157104499 50.844892501831062 118.14445114135744 99.923999786376967 0.036350000649690635 86.600742340087905 288227.26562500006 128.74700164794925 99.014732360839858 313.04499816894537 0.03120449930429459 1.6808274388313296 328.73005676269537 219.33060455322268 50.885869979858406 85.923751831054702 80.730300903320327 2.6995050907135014 87.448143005371108 1.1359563469886782 0.14911996573209765 64.295733035000012 1.0895128250122073 0.10999006778001787 183.43103790283206 52.371645130000012 0.084004998207092299 2.5900232791900639 1.0399255156517031 63.039514395000005 decision_type=8 10 10 8 10 8 8 10 8 10 10 2 10 10 10 10 10 10 10 2 10 10 2 8 10 10 10 10 2 10 left_child=1 7 4 6 11 -6 14 -1 10 -10 27 15 13 -7 -4 16 -3 18 20 -20 -17 22 23 24 -16 -25 -23 -9 -14 -30 right_child=-2 2 3 -5 5 12 -8 8 9 -11 -12 -13 28 -15 21 17 -18 -19 19 -21 -22 26 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.0051377530571682936 0.00018334997744547015 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2.1669036277817204 12.090799989819059 2.6712952591478825 23.64680495785797 7.0347014630897311 2.6464510750956824 3.382873747497797 3.0374211575835943 3.4807892936223643 24.580556258340948 50.843436710099922 61.030917222264179 leaf_count=6443 75592 150 36 78 50 117 47 20 20 23 313 19 59 99 30 56 55 505 11 177 62 414 125 36 25 19 26 313 554 701 internal_value=0 -0.00204428 -0.0102342 0.0114064 -0.0175119 -0.00876894 0.0212697 0.00197248 -0.0223396 0.07867 -0.0301567 -0.0500322 -0.0124426 0.0320901 0.0151107 -0.0588855 0.0158902 -0.0709442 -0.0925908 -0.117502 -0.0216361 0.0093821 -0.0161997 0.0144253 -0.0202292 0.0651841 0.0292268 -0.00430675 -0.0183523 -0.0150959 internal_weight=0 714.3 235.049 59.1533 175.896 138.626 53.1172 479.251 55.2077 3.96562 51.2421 37.2694 133.373 15.6256 50.7436 34.4812 4.78842 29.6928 19.2634 14.2577 5.00567 48.1714 21.0438 14.0091 8.32521 5.68387 27.1276 26.4028 117.747 111.874 internal_count=86175 10583 3451 836 2615 1580 758 7132 689 43 646 1035 1530 216 711 1016 205 811 306 188 118 675 235 110 55 55 440 333 1314 1255 is_linear=0 shrinkage=0.1 Tree=650 num_leaves=31 num_cat=0 split_feature=0 7 1 3 7 0 5 5 2 5 6 8 8 2 2 6 1 8 2 3 9 9 8 9 4 2 0 2 1 3 split_gain=0.316654 2.48683 5.13369 6.15514 3.79962 5.45405 3.1559 3.16754 5.53444 4.71708 4.63649 4.97497 4.41822 4.4562 5.44415 5.03848 4.67026 4.39086 3.80078 3.73896 3.62379 5.53261 3.48569 3.39001 3.26042 3.06748 2.84159 4.03998 2.94878 2.74883 threshold=0.12999981641769412 102.89816665649415 137.54299926757815 23.585000038146976 102.59058761596681 0.10000500082969667 2.4500950574874882 2.6099965572357182 180.6350021362305 2.6658649444580083 59.754011154174812 75.396836080000014 75.01961497500001 219.33060455322268 282.41656494140631 57.096208572387702 101.59129714965822 59.948030760000009 358.54563903808599 362.83680725097662 1.2342023253440859 1.2797898054122927 69.73619044500002 1.1861543059349062 0.12861499935388568 252.63650512695315 0.12000017985701562 15114.193359375002 83.230804443359389 155.9423522949219 decision_type=8 10 10 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 2 2 10 2 10 10 10 8 8 10 left_child=1 4 6 -4 26 -6 -3 8 24 10 11 17 13 -10 -15 -16 -17 -9 22 -13 -19 -22 23 25 -8 -11 -1 28 -28 -30 right_child=-2 2 3 -5 5 -7 7 9 12 18 -12 19 -14 14 15 16 -18 20 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.00086062711092897432 -0.00036821526853030517 -0.1170448705170265 0.038908359796643095 -0.1292961257589095 0.014715165068431513 0.15702670760048609 -0.00030113449275145812 -0.0052532323259240725 -0.097542669236745344 0.031720975098143776 0.027426321296673689 0.088866693435535715 -0.09865636323722636 0.11536507564020933 -0.061902825111678862 -0.014119395309740651 0.065106641413775687 -0.13485547883171772 0.092125989554247292 -0.056951564510788977 0.093904031801858731 -0.10352485789384175 -0.13230189762629191 0.10788020642099264 0.11349435168468947 -0.13743644040787681 -0.019375071048638622 -0.058177417824465949 0.053517266925363433 0.0012317626932803066 leaf_weight=1906.8583395348473 6203.7128467085467 2.5270683949929653 3.0892298817634565 7.3553734514935059 9.4122826121456438 3.7723496446851632 3.813611140183637 6.2741079069674077 3.8073958735913029 2.7654816676804312 8.2517796945758146 3.5976699878810896 4.3842993858270338 4.8325293068774036 9.190026533789931 15.985155534930529 13.919681863859294 11.979456976056101 5.5462070160137946 3.4396309938747436 2.0485912412405005 4.6215682966867462 1.9266496031741551 2.6944882339303149 7.4100743172457442 1.7506205560639498 10.307075834076384 5.7658362779297923 36.95597650691343 13.813482389630733 leaf_count=19463 64878 45 17 112 82 31 33 41 28 38 69 33 61 35 83 114 87 82 50 20 15 49 31 47 56 13 71 85 247 159 internal_value=0 0.00104791 -0.0122858 -0.0795458 0.00192845 0.0554329 -0.00646877 -0.00410547 0.0111317 -0.021687 -0.0394002 -0.0566537 -0.00258529 0.00623855 0.0152338 0.0028565 0.0227576 -0.0776181 0.0268232 0.0175949 -0.101963 -0.042889 -0.0128149 0.0191117 0.0748286 -0.0338512 0.00157103 0.0218373 0.029391 0.0392913 internal_weight=0 2118.1 131.211 10.4446 1986.89 13.1846 120.766 118.239 63.3428 54.8963 40.2128 31.961 52.1191 47.7348 43.9274 39.0949 29.9048 24.9237 14.6834 7.0373 18.6496 6.67016 9.13724 7.21059 11.2237 4.5161 1973.7 66.8424 61.0765 50.7695 internal_count=86175 21297 1159 129 20138 113 1030 985 497 488 309 240 408 347 319 284 201 187 179 53 146 64 129 98 89 51 20025 562 477 406 is_linear=0 shrinkage=0.1 Tree=651 num_leaves=31 num_cat=0 split_feature=6 8 8 8 4 2 9 1 6 3 7 6 6 7 1 0 1 7 9 5 8 9 2 9 6 8 2 1 2 2 split_gain=0.33448 2.40177 5.67711 3.93091 4.29666 3.78772 3.89899 3.74786 3.66208 3.6556 2.94326 3.11857 2.43468 2.31917 2.44088 2.27402 2.2485 2.04312 3.45194 2.60734 4.57815 6.01253 4.28522 3.52089 2.85623 4.42876 5.20392 3.58538 2.60811 3.09665 threshold=59.189291000366218 74.198335955000019 74.751024620000024 73.810261685000015 0.19007666409015658 498.66499328613287 1.4896234273910525 93.03079986572267 59.624731063842781 474.61499023437506 101.0102996826172 60.939382553100593 60.450513839721687 105.28884506225587 92.16300201416017 0.028716756962239746 97.201396942138686 94.31333160400392 1.2779839038848879 2.5799700021743779 82.704916510000018 1.5653824210166933 206.01550292968753 1.1259250044822695 60.024389266967781 75.01961497500001 364.11500549316412 108.25125122070314 123.49499893188478 180.6350021362305 decision_type=10 10 10 8 8 10 2 10 8 10 10 10 10 10 10 10 10 10 2 10 10 2 10 2 10 10 8 8 10 10 left_child=-1 3 5 -2 9 6 -3 -8 -9 -5 -7 13 -11 14 -12 -4 -13 18 -17 23 21 -21 -22 -19 -25 27 28 -26 -27 -30 right_child=1 2 15 4 -6 10 7 8 -10 12 11 16 -14 -15 -16 17 -18 19 -20 20 22 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=0.00017227862134291721 -0.0039743785549160374 0.12511412704248778 0.083139564709820535 -0.10288007305804887 0.034901807604564586 0.052010078048124277 0.12873138430605272 0.10082577155105191 -0.017983978758079708 -0.059908397347934739 -0.11669103366835326 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leaf_count=79987 4062 45 21 141 28 61 30 19 59 32 20 27 17 16 21 248 19 28 122 149 129 38 70 188 90 326 78 30 36 38 internal_value=0 -0.00223766 0.00754459 -0.00618181 -0.0463226 0.037455 0.0648264 0.0382272 0.0136809 -0.0691981 0.00791133 -0.0217176 -0.00904579 0.02198 -0.025353 -0.0030667 -0.074686 -0.00506466 0.0214031 -0.0110468 -0.0352376 -0.056173 0.0346205 -0.000806256 -0.00595373 0.00480062 -0.0150809 0.045621 -0.00167517 0.0581222 internal_weight=0 622.5 178.869 443.63 23.1245 46.84 24.3139 16.8705 13.2711 18.043 22.5261 13.4735 6.47656 7.38285 4.30935 132.029 6.09068 129.039 23.7883 105.25 31.3035 24.0855 7.21803 73.9469 70.0488 54.5702 36.697 17.8732 32.5694 5.95934 internal_count=86175 6188 1908 4280 218 317 153 108 78 190 164 103 49 57 41 1591 46 1570 370 1200 386 187 199 814 786 598 478 120 400 74 is_linear=0 shrinkage=0.1 Tree=652 num_leaves=31 num_cat=0 split_feature=7 8 8 9 9 8 6 9 1 9 8 9 9 4 8 0 1 8 8 9 9 9 1 6 8 3 9 8 8 5 split_gain=0.338299 1.61209 18.2866 14.2472 10.0605 9.50457 5.4832 5.88038 5.07753 3.697 24.7854 24.7864 20.246 6.57028 6.49358 9.10329 9.45417 6.12561 5.49601 20.4016 11.6661 9.04996 6.13124 8.13987 5.94078 5.90613 9.15255 11.288 15.364 12.3825 threshold=97.963802337646499 75.253016200000005 75.139998530000014 1.206338703632355 1.222699046134949 75.396836080000014 56.538747787475593 1.1744956374168398 80.055000305175795 1.2459819912910464 74.297319060000021 1.1946979165077212 1.1761901974678042 0.072585500776767745 74.797592850000015 0.060004999861121185 114.56774902343751 74.075884320000014 73.722831840000012 1.3079319000244143 1.3796529173851015 1.391429126262665 107.9310989379883 56.477449417114265 74.198335955000019 180.31765747070315 1.2944614887237551 72.792983550000017 71.67887041500002 2.6300150156021123 decision_type=8 8 8 2 2 8 10 2 8 2 8 2 2 8 10 8 10 8 10 2 2 2 10 8 10 10 2 10 10 8 left_child=-1 2 9 6 -5 -3 7 -4 -9 10 17 12 14 -11 -12 16 -16 -2 25 -20 -21 -22 -23 -24 -25 26 27 28 -15 -29 right_child=1 5 3 4 -6 -7 -8 8 -10 13 11 -13 -14 18 15 -17 -18 -19 19 20 21 22 23 24 -26 -27 -28 29 -30 -31 leaf_value=-0.00074985911394712286 0.00070735954540172125 -0.050951026870905081 -0.089133597460806346 0.12495520748677601 -0.0089104635106554871 -0.00082506458516542515 0.1387032876177958 0.090729381066518011 -0.038938804766182028 -0.019415552732623478 0.0059629796097793505 -0.1150902224642108 0.11861804964583865 0.0085492549036382155 0.23670105746380121 -0.089979297066654473 -0.029742150616120608 0.060935952164244384 0.097787301116227049 -0.10269379880036611 0.083329278463253442 0.0011878794842886979 0.11521509930442522 0.10350728667375769 -0.0045318174543268804 0.025964030356720815 -0.034353036003671872 -0.00034934655117327824 0.10696714082244022 -0.11084231364433624 leaf_weight=3534.025777542724 2328.1437751959088 38.75374056189446 7.827591203850722 27.778348602354527 7.0361829202593063 1582.6133013959379 2.3903155699372283 5.702159266918895 6.4197290688753137 79.712452159939403 22.384656965251907 36.577707517892122 9.9943871852010471 87.153587614535354 1.7838487285189346 26.849049563519653 5.2542894911020994 17.010055535937681 31.180263180285692 8.592208472080527 18.35279505699873 163.25813669804484 11.595766751095651 6.3756221085786846 25.231794115155935 78.338255075070265 75.672802479147322 36.759117607027292 19.391174122691154 14.007189959287642 leaf_count=37378 18729 590 191 163 106 19713 13 52 36 1438 174 402 117 832 11 535 83 100 225 503 168 1340 67 38 186 635 1907 232 118 93 internal_value=0 0.000540368 0.00185537 0.0579059 0.0979003 -0.00202317 -0.0044217 -0.0215707 0.0220574 0.000823181 -0.000962941 -0.0490125 -0.0125388 0.00749231 -0.0358335 -0.0634427 0.0377891 0.00114421 0.0112167 0.0218133 0.0116641 0.0160348 0.0100528 0.043552 0.0172611 0.0022108 -0.00577596 0.00797074 0.0264613 -0.030836 internal_weight=0 4782.14 3160.77 57.1543 34.8145 1621.37 22.3398 19.9495 12.1219 3103.62 2448 102.844 66.2662 655.621 56.2718 33.8872 7.03814 2345.15 575.909 264.587 233.406 224.814 206.461 43.2032 31.6074 311.322 232.984 157.311 106.545 50.7663 internal_count=86175 48797 28494 561 269 20303 292 279 88 27933 20151 1322 920 7782 803 629 94 18829 6344 2527 2302 1799 1631 291 224 3817 3182 1275 950 325 is_linear=0 shrinkage=0.1 Tree=653 num_leaves=31 num_cat=0 split_feature=2 5 3 4 7 1 5 3 7 4 1 4 7 7 8 5 3 3 1 7 7 7 2 0 7 1 6 6 6 3 split_gain=0.341549 2.21614 3.77586 4.18174 6.09728 3.54235 3.51288 4.73974 4.5271 3.15709 3.12287 4.4925 3.009 2.89877 2.88956 2.75432 3.31275 3.17817 3.94229 4.09073 4.01709 3.12522 4.28025 4.20423 4.08364 3.07554 4.36725 4.43985 4.10307 2.61379 threshold=10859.040039062502 2.6451699733734135 42.179998397827156 0.090002503246068968 103.77054595947267 139.81220245361331 2.6173266172409062 325.70500183105474 93.680648803710952 0.019995000213384632 108.84904861450197 0.040001999586820609 89.338031768798842 98.23557281494142 49.585035525000009 2.6364799737930302 93.510261535644545 2141.599975585938 98.433982849121108 92.847381591796889 90.00799942016603 89.647022247314467 14056.177734375002 0.23000001162290576 88.639492034912124 97.491569519042983 51.207477569580085 53.69075012207032 53.092426300048835 111.00000000000001 decision_type=10 8 10 10 8 8 10 10 8 8 10 8 10 8 10 10 10 8 10 10 8 10 10 8 10 10 10 10 10 10 left_child=-1 2 10 15 6 9 7 -5 -8 -3 11 12 -2 -7 -9 16 21 18 -17 20 -20 23 -23 24 -4 26 -18 28 -28 -27 right_child=1 5 3 4 -6 13 8 14 -10 -11 -12 -13 -14 -15 -16 17 25 -19 19 -21 -22 22 -24 -25 -26 29 27 -29 -30 -31 leaf_value=-0.0001908039189912071 0.027645126844741803 -0.059874755294333705 0.058151337819461184 -0.023724601422011576 -0.10452186027733312 0.022552784987288691 0.15896304527017016 0.17137078195826511 0.031732034239677444 0.0050265212047975972 -0.068129918332956937 -0.03211184316939094 0.22423106641322474 0.09351225178114847 0.022597574716896898 -0.11306740683665095 -0.1091488237866643 -0.091289750064104905 -0.01790834361967842 -0.10835352096259675 0.10063062518731714 0.10917605969180888 -0.078486600320774896 -0.030006410886060032 0.2532857858779442 -0.090252559562797277 0.044485609192973792 -0.022985673876833656 0.17749572887519782 -0.0088696557045522574 leaf_weight=7677.8970109168431 2.2812535921111707 7.657675290404768 2.1997426971793157 9.5870565176010185 2.8312212512828401 31.137608832919796 5.3320511691272232 2.5314179565757504 5.8813583329319963 353.14934161176279 16.217222327613854 14.399493026707207 1.1820415224065071 7.0627641106657384 2.6958080255426466 3.2317305044271114 1.9386617252312159 7.5421581844566381 6.5082299619098167 2.4369766572490326 5.0983757071371665 1.9767986543010918 3.1553971000248566 1.7663370973896233 2.0927520990371704 4.102955089067108 7.146189088525718 5.5193162102950728 3.4335133692948148 103.4416193835641 leaf_count=77939 48 546 32 67 35 336 29 22 36 4688 180 142 15 116 34 30 34 99 51 40 45 13 42 16 11 40 107 49 35 1298 internal_value=0 0.0022428 -0.00570452 -0.000218839 0.0348448 0.00671493 0.0500047 0.0180421 0.0922312 0.00364907 -0.0363602 -0.00751721 0.094741 0.0356723 0.0946448 -0.00648094 -0.000919635 -0.0371303 -0.013485 0.00943108 0.0341617 0.0512146 -0.00620345 0.0998511 0.153287 -0.00556548 0.0326466 0.0497217 0.0876524 -0.0119745 internal_weight=0 623.537 224.53 190.45 28.8589 399.007 26.0277 14.8143 11.2134 360.807 34.08 17.8628 3.4633 38.2004 5.22723 161.591 136.773 24.8175 17.2753 14.0436 11.6066 11.191 5.1322 6.05883 4.29249 125.582 18.0377 16.099 10.5797 107.545 internal_count=86175 8236 2550 2165 223 5686 188 123 65 5234 385 205 63 452 56 1942 1677 265 166 136 96 114 55 59 43 1563 225 191 142 1338 is_linear=0 shrinkage=0.1 Tree=654 num_leaves=31 num_cat=0 split_feature=2 3 6 6 7 5 3 7 6 4 0 5 9 1 2 3 9 1 1 3 8 1 8 5 1 9 1 9 4 4 split_gain=0.316904 2.10933 2.21384 1.83693 3.24511 4.51552 3.47506 6.25539 7.30995 4.6536 4.62047 5.0865 4.5957 5.05164 10.1037 4.13534 3.9335 6.71802 6.85312 5.48576 4.65774 6.00804 4.45979 3.75265 3.72801 3.68852 3.62394 5.41669 3.49756 4.71876 threshold=482.65499877929693 72545.703125000015 53.588890075683601 56.100383758544929 108.62688064575197 2.6252865791320805 111.00000000000001 101.39843368530275 55.43550109863282 0.074544999748468413 0.48819999396801 2.4904099702835087 1.2543222308158877 97.201396942138686 134.70010375976565 474.61499023437506 1.232557535171509 89.910800933837905 56.274999618530281 5.4737000465393075 82.483280285000021 83.523078918457045 83.074457065000004 2.5273933410644536 48.145000457763679 1.239249646663666 181.95790100097659 1.2259938120841982 0.12500350177288058 0.10101667046546937 decision_type=8 10 8 10 10 8 10 10 10 10 10 8 2 8 10 8 2 10 10 10 10 10 10 8 10 2 10 2 10 10 left_child=1 3 -3 4 6 -6 7 8 12 -9 11 15 16 14 -14 -8 23 18 -18 -19 21 -20 -22 24 -1 -21 -13 -28 29 -25 right_child=-2 2 -4 -5 5 -7 10 9 -10 -11 -12 26 13 -15 -16 -17 17 19 20 25 22 -23 -24 28 -26 -27 27 -29 -30 -31 leaf_value=-0.14072730885248794 -0.00050729612808793432 -0.001700142689822489 0.11539263484399594 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6.0062112733721715 5.1099228374660006 2.5037680727837142 853.83851688131381 29.460453376620762 17.086081246139656 8.7741798192728293 1.7299152575433243 40.923131829076283 32.580798873899766 leaf_count=32 52586 84 29 10493 75 51 136 176 755 546 114 7634 636 2273 888 33 36 21 212 65 38 30 39 7657 317 157 233 101 471 257 internal_value=0 0.00075684 0.05784 0.000644065 0.00234351 0.0674067 0.00211257 -0.000787066 0.000600593 -0.0326404 0.00768135 0.00690501 -0.00132122 0.0110155 0.024746 -0.0571508 -0.00425642 -0.0276395 -0.0564872 0.00700276 -0.0698834 -0.0916692 -0.00599706 -0.00261562 0.0318029 -0.00793345 0.00799298 0.0662984 -0.00375371 -0.00243416 internal_weight=0 3276.59 6.46057 3270.13 2159.72 7.63871 2152.08 1415.2 1356.12 59.0779 736.886 729.87 1269.16 243.927 127.688 12.1896 1025.23 67.2239 36.6796 30.5443 33.4653 24.9553 8.50998 958.006 30.6637 27.1695 717.681 10.5041 927.342 886.419 internal_count=86175 33589 113 33476 22983 126 22857 14606 13884 722 8251 8137 13129 3797 1524 169 9332 598 355 243 319 242 77 8734 349 222 7968 334 8385 7914 is_linear=0 shrinkage=0.1 Tree=655 num_leaves=31 num_cat=0 split_feature=2 3 3 9 1 1 1 6 8 9 7 9 8 9 9 8 9 0 1 7 4 7 7 9 1 9 6 6 3 8 split_gain=0.357798 3.62788 2.85273 4.76939 2.9995 2.78134 8.75148 3.85536 3.55281 2.94333 4.41408 4.37123 3.79822 3.58965 2.80606 3.32734 4.29674 4.28868 3.19922 3.47391 7.26463 3.84068 3.43386 2.89724 2.70375 4.49798 2.64525 3.11939 2.69052 2.59301 threshold=184.97500610351565 117.42420196533205 63.32500076293946 1.391429126262665 48.145000457763679 90.188610076904311 95.410400390625014 61.834878921508796 73.722831840000012 1.2887282371520998 89.647022247314467 1.3009637594223025 73.869909720000024 1.0116130113601687 1.4413009285926821 71.67887041500002 1.0911181569099428 0.29004999995231634 87.930801391601577 103.77054595947267 0.15999799966812137 105.58964920043947 102.89816665649415 1.28161096572876 84.454883575439467 1.1209892034530642 58.474561691284187 60.450513839721687 83.306198120117202 74.297319060000021 decision_type=8 10 8 2 10 10 10 10 10 2 10 2 10 2 2 8 2 8 8 8 10 10 8 2 8 2 10 10 8 10 left_child=1 2 -1 -4 -5 7 8 14 -7 10 -8 -11 13 -12 15 16 -3 18 19 22 21 23 29 -21 25 -19 28 -28 -6 -17 right_child=-2 5 3 4 26 6 9 -9 -10 11 12 -13 -14 -15 -16 17 -18 24 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0015324596593574375 -0.00030480000797528887 -0.0026881294566944007 -0.016656523186281021 -0.057815676203134415 0.11609728956402693 0.048406768046218497 0.059545792040040839 -0.1100670883490166 0.1348378121884525 -0.179659990529317 -0.035648258219316262 -0.009800008119876703 -0.063196136289875623 0.0283846060053786 0.098521743521051558 -0.022310535760566796 0.06610640027534978 0.053650611547220443 -0.09746734222767324 0.073050987841661044 0.12806333266304717 -0.14626030968585696 -0.12291895851111045 -0.14497128202450787 -0.14543279318179159 -0.061995848466521397 -0.065062401916541932 0.073247239351154375 0.028941143025057431 0.04190387519399482 leaf_weight=981.04024698299486 6881.6895976989636 21.914721671579173 187.7120910014437 3.3256293535232571 6.5189777324430915 11.175863698998002 20.108990026146785 2.9989737101734582 8.2790567100455501 1.7184740239754308 11.137997008860109 12.797294583522669 7.1186559039633712 40.916267283260822 3.1081667400503639 15.025387280755245 15.500378088094292 4.3749663749622476 2.7722979865502557 3.1202006091989447 6.7173508815467358 1.8009355976246295 2.3010416850447646 0.75748325884342183 2.5243275035172692 14.542785686247951 3.9108481812654636 2.7968307017217739 7.7559154409045741 10.814394327200715 leaf_count=11195 70193 287 2001 28 121 94 214 37 63 15 100 385 52 331 40 107 94 30 26 98 38 11 13 4 18 136 55 30 139 220 internal_value=0 0.00144142 -0.000740774 -0.0112593 0.0304193 0.0131939 0.0241499 0.0017341 0.0851876 0.0114899 0.0190696 -0.0299092 0.00531443 0.0146836 0.00491901 0.00207137 0.0258122 -0.0116468 0.00646173 0.0135694 0.0576769 -0.0255846 -0.00585985 0.0304616 -0.0482226 -0.0352512 0.0444041 -0.00739288 0.0687431 0.0045643 internal_weight=0 1414.59 1193.06 212.02 24.3082 221.526 113.253 108.273 19.4549 93.7977 79.2819 14.5158 59.1729 52.0543 105.274 102.166 37.4151 64.7512 43.3091 40.5368 12.396 5.67862 28.1408 3.87768 21.4421 18.9178 20.9826 6.70768 14.2749 25.8398 internal_count=86175 15982 13569 2374 373 2413 1254 1159 157 1097 697 400 483 431 1122 1082 381 701 517 491 151 113 340 102 184 166 345 85 260 327 is_linear=0 shrinkage=0.1 Tree=656 num_leaves=31 num_cat=0 split_feature=7 1 0 8 8 8 0 8 2 5 9 4 2 6 3 9 7 2 7 8 5 8 6 6 4 4 1 8 8 0 split_gain=0.346042 2.5963 3.42081 2.49469 5.05054 4.96471 3.84343 4.72068 5.79159 5.44462 5.20691 5.28658 5.27908 7.70491 5.19694 7.90213 4.80177 4.53974 3.83454 3.78959 5.73703 4.43905 6.07684 5.35039 4.99064 7.34967 3.74042 3.75238 6.95664 4.80892 threshold=97.963802337646499 168.92400360107425 0.4780499935150147 66.704003095000019 65.80944297500001 66.889917430000011 0.11742848530411722 83.415621595000019 1115.8455200195315 2.5197299718856816 1.1543519496917727 0.082002002745866789 2231.453491210938 56.538747787475593 210.29000091552737 1.204683840274811 105.58964920043947 169.55500030517581 99.606616973876967 73.430923220000025 2.670010089874268 74.151832615000018 54.391788482666023 60.450513839721687 0.099994499236345305 0.15003500133752826 54.73500061035157 83.758449285000026 86.805891860000017 0.20998344570398333 decision_type=10 10 10 10 8 10 10 10 10 10 2 10 10 10 10 2 10 10 10 10 8 10 10 10 10 8 10 10 10 10 left_child=-1 3 -3 4 -2 -5 17 8 -8 16 -11 12 -12 -14 26 -16 18 -7 -10 -19 21 22 -21 24 -23 -26 -9 29 -29 -28 right_child=1 2 -4 5 -6 6 7 14 9 10 11 -13 13 -15 15 -17 -18 19 -20 20 -22 23 -24 -25 25 -27 27 28 -30 -31 leaf_value=-0.00030837506287724036 -0.0028126680687741057 0.039543383392842441 -0.05646882966031367 0.129060531534059 -0.066660444969482216 0.033195294463259653 0.0079994734351954786 0.059729410877172678 0.015597964978094221 0.021449406326659676 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57.227798090636497 7.5864573232829571 leaf_count=71624 6135 348 41 65 288 258 2742 255 46 203 74 109 40 34 84 303 11 529 78 62 79 628 324 194 177 79 27 53 1236 49 internal_value=0 0.00137242 0.0281253 0.000722863 -0.00412831 0.00424837 0.00377748 0.00852928 0.0129405 0.0385864 0.0500737 0.0791202 0.0335265 0.0925497 -0.0104739 -0.0536779 -0.0256094 -0.00583362 -0.0571637 -0.0100114 -0.00283758 -0.0059773 0.0169398 -0.0166424 -0.0272731 -0.0615068 0.000863912 -0.00669697 -0.0164588 0.0449171 internal_weight=0 1494.06 35.4157 1458.64 613.9 844.74 841.565 563.143 457.048 73.8318 62.6255 31.0835 13.9873 7.27354 106.095 22.0544 11.2063 278.422 9.0933 251.501 187.472 181.621 57.6794 123.942 98.2267 29.7058 84.0403 74.4746 62.6294 11.8452 internal_count=86175 14551 389 14162 6423 7739 7674 5344 3337 595 460 257 148 74 2007 387 135 2330 124 2072 1543 1464 386 1078 884 256 1620 1365 1289 76 is_linear=0 shrinkage=0.1 Tree=657 num_leaves=31 num_cat=0 split_feature=2 8 8 3 3 2 3 1 0 1 1 9 3 9 9 8 0 8 9 8 8 9 9 9 9 9 5 3 9 9 split_gain=0.345717 1.62747 2.71924 4.01518 6.31679 3.4323 2.20479 2.15393 2.07742 1.94101 4.7685 1.93028 3.42499 2.20622 1.88956 1.91607 2.22291 1.85464 1.67811 3.9491 3.28953 1.92428 2.67598 1.72972 1.62138 2.16588 3.09493 2.46589 2.56886 3.36597 threshold=55.204999923706062 83.123132410000011 82.915767860000017 20.755000114440922 4.1601498126983651 39.329999923706062 10.395199775695803 102.54955291748048 0.17000003904104236 87.080352783203139 90.188610076904311 1.0066126585006716 5.4737000465393075 1.0099684596061709 1.0116130113601687 74.075884320000014 0.12254672870039941 81.947250455000017 1.2728846073150637 76.526457160000021 76.169631000000024 1.1710925102233889 1.1980048418045046 1.2476399540901186 1.2887282371520998 1.2677250504493716 2.4600499868392949 50.295619964599616 1.0943974852561953 1.0811170935630801 decision_type=8 10 8 10 10 10 10 8 8 10 10 2 8 2 2 10 8 8 2 10 10 2 2 2 2 2 10 10 2 2 left_child=1 2 9 4 -4 6 -6 -8 -3 11 -11 12 -1 -13 -15 16 -16 -12 20 -20 21 -17 -23 -24 25 27 -27 28 29 -18 right_child=-2 8 3 -5 5 -7 7 -9 -10 10 17 13 -14 14 15 18 24 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.011699741374913529 -0.00012118075913615464 -0.047450748216883457 0.043868727168300918 0.10883931852476014 -0.14751960510863471 0.029688363351612481 -0.40649173432931784 -0.11565430143657036 0.026851445373938382 -0.075094101499774621 -0.0042969574304877372 0.090398537687737979 -0.084480367433167752 -0.10494790447566851 -0.071438362586062454 -0.10688040721019638 0.030839061857010908 0.057835107179424854 0.039962070721798908 -0.17010189183390981 0.063305602447838824 0.084119382998373737 -0.097786059763724426 0.036922844360532142 0.10152526675804806 0.01888951969793887 -0.1114734138810351 -0.05170517284913792 0.067351864067654671 -0.094441788055158071 leaf_weight=11.684286970908348 8034.0155184473952 4.1225259293751151 1.9329500647772864 1.1090730142309437 1.4827509934739289 0.62097108127909439 0.92819282193840957 0.35091211360486352 43.133125846958137 9.5526244776901859 87.664420698615345 4.0191468499738212 5.4198621869134049 1.3037767773148505 2.286317544290799 2.5944822526798834 20.369826125028336 5.0828317105770102 1.6639070888049894 1.9365018606185911 5.6128829389381272 2.2162310630083084 2.776566956192255 1.4515052195638416 2.9338122952176482 5.9799887556582672 2.618607085198164 3.1269465395016587 19.141863456301508 2.396922093932516 leaf_count=304 81844 135 49 91 21 10 24 59 657 121 1226 96 70 37 24 61 641 39 44 14 63 63 31 31 128 53 21 42 140 36 internal_value=0 0.00361521 -0.000186474 -0.0642318 -0.100341 -0.182743 -0.230505 -0.326703 0.0203694 0.00185225 -0.00782083 0.0117942 -0.0187772 0.0181378 0.0144338 0.0164524 0.0252311 -0.000891931 -0.0118545 -0.0730221 0.00317641 -0.0341625 -0.00488615 -0.0515402 0.0291382 0.0251786 -0.0208111 0.0339593 0.0403511 0.0176493 internal_weight=0 255.514 208.258 6.42485 5.31578 3.38283 2.76186 1.2791 47.2557 201.833 102.3 99.5334 17.1041 82.4293 78.4101 77.1064 58.8543 92.7473 18.2521 3.60041 14.6517 9.03879 6.4443 4.22807 56.568 53.6342 8.5986 45.0356 41.9086 22.7667 internal_count=86175 4331 3539 254 163 114 104 83 792 3285 1386 1899 374 1525 1429 1392 1085 1265 307 58 249 186 125 62 1061 933 74 859 817 677 is_linear=0 shrinkage=0.1 Tree=658 num_leaves=31 num_cat=0 split_feature=9 3 8 8 8 9 9 1 2 6 9 9 9 6 4 3 0 1 7 9 3 5 1 9 8 2 6 3 3 7 split_gain=0.342897 2.80481 4.93576 5.18948 5.04672 7.31358 4.57429 6.99466 4.50164 4.06742 4.73539 3.64136 7.43983 17.2837 8.07992 7.49373 7.39696 7.59623 7.64215 7.17732 6.6364 7.74715 6.26098 5.92631 14.5358 7.05218 6.28545 5.44284 7.32859 5.60925 threshold=1.1326038241386416 18.187437057495121 76.526457160000021 75.674278365000006 81.947250455000017 1.1895753145217898 1.2276334166526797 77.045616149902358 297.30000305175787 50.471309661865241 1.2797898054122927 1.1611987948417666 1.1577662825584414 60.939382553100593 0.10998599976301195 153.35744476318362 0.07000999897718431 112.06219863891603 95.422435760498061 1.1560110449790957 1439.5050048828127 2.5600099563598637 64.061302185058608 1.162797808647156 75.01961497500001 150.269401550293 57.23790359497071 42.179998397827156 91.358718872070327 98.559455871582045 decision_type=2 8 8 10 10 2 2 10 8 8 2 2 2 8 10 10 8 10 10 2 10 8 10 2 8 8 8 10 10 10 left_child=-1 2 3 9 5 -4 7 -7 -9 10 -2 12 16 14 -14 -15 17 22 19 -19 21 -18 -3 24 26 -26 -13 -23 29 -29 right_child=1 11 4 -5 -6 6 -8 8 -10 -11 -12 23 13 15 -16 -17 20 18 -20 -21 -22 27 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00081852514473475149 -0.0012232871214803479 -0.061791444703313096 -0.22458829643532185 0.074974507614569752 -0.0021520451602790951 0.13026995826986187 -0.091428301110624624 -0.0059419117263578318 -0.1394096792744213 0.0096782719900925934 -0.088782691841119241 0.13190874563775129 -0.031463722779682214 -0.044860377879639 0.05573379631669545 -0.15111353369073449 0.031342921620255315 -0.0037898251705186189 -0.10020104410372131 0.15080645904970444 0.020728225742567188 0.0017771353303984501 0.073299830819510373 -0.00078683021562098382 0.10123923626785483 -0.10607863482375152 0.034217868466995212 -0.07196758164079553 -0.017770171623776167 0.028409065642774803 leaf_weight=3140.9142284598065 19.481011561352492 3.8538676623711572 2.1421937570303298 11.752377406693993 167.18658959871755 3.1770516314077275 9.0769833338617882 12.860074988274393 3.1451064199209204 590.17345705404387 9.0441316454489407 11.999420633539559 31.864299432381813 12.183843377913947 15.944029902835608 14.58156161937586 33.552488303859718 22.531197427306328 7.1069005373865357 3.4648758210241786 62.617764827533392 91.367407509647819 31.247082207351923 3706.6431774817775 2.0691193779794022 7.9258506325786593 14.599039510590954 46.283295565779554 192.13367190511963 6.3284640698693684 leaf_count=27189 233 30 51 313 2254 28 245 96 20 6858 258 64 236 160 96 84 240 271 86 19 386 668 164 43720 31 98 80 373 1775 49 internal_value=0 -0.000507373 0.00482393 0.00914614 -0.00896712 -0.0464453 -0.0329411 -0.00526515 -0.0321691 0.00789571 -0.0289847 -0.00152966 -0.00893837 -0.0384048 -0.00238344 -0.102746 -0.00454779 0.0260584 -0.00830688 0.0168155 -0.00937672 -0.0144762 0.0584676 -0.000391482 0.0396544 -0.0631605 0.0782894 -0.0190501 -0.0268253 -0.0598937 internal_weight=0 5146.34 828.039 630.451 197.588 30.4014 28.2592 19.1822 16.0052 618.699 28.5251 4318.3 575.061 74.5737 47.8083 26.7654 500.487 68.2039 33.103 25.9961 432.283 369.665 35.1009 3743.24 36.5934 9.99497 26.5985 336.113 244.745 52.6118 internal_count=86175 58986 10356 7662 2694 440 389 144 116 7349 491 48630 4637 576 332 244 4061 570 376 290 3491 3105 194 43993 273 129 144 2865 2197 422 is_linear=0 shrinkage=0.1 Tree=659 num_leaves=31 num_cat=0 split_feature=8 8 1 0 3 2 1 7 2 6 9 1 1 1 3 3 3 8 1 5 1 1 2 1 5 3 8 9 8 8 split_gain=0.394528 2.96985 13.0639 9.32148 8.92887 6.20355 7.41523 7.00634 7.62713 8.00837 7.04594 8.56161 6.89631 6.53419 6.45528 5.13658 4.36654 4.2426 6.57396 5.90788 4.16402 3.32566 3.30501 3.24043 3.05837 2.98714 2.93563 2.63925 7.20452 10.0134 threshold=83.598192555000011 83.351226575000013 108.25125122070314 0.26940321922302252 243.87955474853518 624.97500610351574 77.730895996093764 97.345504760742202 1212.3784790039065 55.01366043090821 1.2987144589424136 82.310581207275405 84.454883575439467 94.196922302246108 4107.3850097656259 129.12750244140628 2009.330017089844 83.282422660000023 84.454883575439467 2.6399934291839604 84.737030029296889 88.201896667480483 1518.3919067382815 114.29119873046876 2.5491399765014653 93.510261535644545 83.507371530000015 1.1392991542816164 83.89519991500002 83.945794545000012 decision_type=10 10 10 10 10 10 10 8 10 8 2 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 10 2 10 10 left_child=1 17 3 5 23 6 -3 10 -9 -10 16 26 -11 25 21 -15 20 -1 -19 -20 -7 -14 -13 -4 -5 -8 -12 28 -2 -30 right_child=27 2 4 24 -6 7 13 8 9 12 11 22 14 15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0002184067709476002 0.039226297159619984 -0.065602391633352797 -0.21184317757918136 -0.19481001425916381 -0.0041072936116866255 0.00070753757943074075 0.16481521611669711 -0.087755434475625615 -0.1153218629327343 -0.059359176984780951 0.0062282401046989426 0.018422821668317876 0.16851101259694523 -0.04543556808518226 -0.050312369726163535 0.083222603386515728 -0.0082435302413901637 -0.03366972473799211 0.029498411560812676 0.12739043583004117 0.12782723138071958 0.056289288571422104 -0.090711257490114106 -0.099519745443093055 -0.052860820257741796 0.071378557071511681 0.14309500551429019 -0.00046341394758791311 -0.050760755919716793 0.012933423236502158 leaf_weight=6832.4983827486067 65.970753002620768 5.9730449225753537 5.1163397133350381 3.0754388310015193 6.2809581421315661 3.5051240175962475 4.6158918961882653 18.849537450820208 5.4300180263817337 7.5199899449944523 3.0670676277950433 3.7051299661397925 4.0276374593377087 8.2723901569843274 4.144087364897131 4.9659335613250724 6.0751917064189902 13.303729184553957 34.495657844468951 7.5066489130258551 9.7298966571688634 7.6687602326273927 11.052982501219956 5.157395765185357 2.9969156493898481 13.223455024883149 3.2044727802276611 1031.4028061332428 31.275149643421173 117.08194353821455 leaf_count=67058 338 47 22 18 39 27 23 102 35 50 29 19 20 39 23 26 35 89 190 46 78 39 135 24 29 98 15 15961 149 1372 internal_value=0 -0.000295936 -0.0143284 -0.00375866 -0.098034 0.00211767 0.0364423 -0.0123373 -0.0383051 -0.00592934 0.0183298 -0.0217181 0.0194984 0.056055 0.0569346 0.00282643 0.0619436 4.8848e-06 0.0275903 0.0469937 0.0941612 0.0949327 -0.0633124 -0.155457 -0.124753 0.0955551 0.076161 0.00163482 0.0117321 -0.000493943 internal_weight=0 7035.46 147.658 131.103 16.5547 125.031 37.0507 87.9799 47.64 28.7905 40.3399 21.0297 23.3605 31.0777 15.8405 13.2383 19.3102 6887.8 55.306 42.0023 13.235 11.6964 14.7581 10.2737 6.07235 17.8393 6.27154 1245.73 214.328 148.357 internal_count=86175 68355 972 887 85 840 233 607 269 167 338 198 132 186 82 65 140 67383 325 236 105 59 154 46 47 121 44 17820 1859 1521 is_linear=0 shrinkage=0.1 Tree=660 num_leaves=31 num_cat=0 split_feature=4 8 0 0 1 2 2 8 8 3 1 0 9 9 9 9 6 2 9 9 2 7 9 1 1 1 1 8 9 3 split_gain=0.352597 0.619223 0.693235 0.840477 1.04734 0.59486 0.349557 1.39545 2.92587 1.90962 1.93009 1.88945 1.6268 2.33533 2.10243 2.48692 2.64527 3.12666 3.84618 3.42831 2.63902 2.60543 2.07649 2.27682 4.38923 1.99573 4.05068 3.51214 2.85056 1.74629 threshold=0.28014999628067022 73.557281720000006 0.35939337313175207 0.4379699975252152 57.65950012207032 35.120000839233406 55.204999923706062 70.190128230000013 69.961542290000025 34.141143798828132 69.704998016357436 0.32365000247955328 1.2459819912910464 1.0911181569099428 1.2492841482162478 1.2526250481605532 58.570875167846687 35.120000839233406 1.3393588662147524 1.521198630332947 39.329999923706062 100.03244400024415 1.0977049469947817 94.480247497558608 118.79549789428712 98.759304046630874 93.900451660156264 75.559999525000009 1.3009637594223025 4.1601498126983651 decision_type=10 10 8 8 8 10 8 10 8 10 10 10 2 2 2 2 10 10 2 2 8 10 2 10 8 10 10 10 2 10 left_child=6 2 -2 -4 -5 -3 7 8 -1 10 -10 12 13 -9 -14 -16 17 18 -17 20 -19 -18 -15 29 -25 26 27 -22 -27 -24 right_child=1 5 3 4 -6 -7 -8 11 9 -11 -12 -13 14 22 15 16 21 19 -20 -21 25 -23 23 24 -26 28 -28 -29 -30 -31 leaf_value=-0.001993077443974194 -0.10757700013725652 -0.018394640229223349 0.13252909822151598 -0.10698759562632634 0.055812516648486021 -0.11585639014733014 -0.0001026213236596735 -0.053522895866075532 0.12956966531664435 0.12710233942965776 -0.22131876351576429 0.033833146052855562 -0.078437973836948283 0.10680532615936181 0.12703329793839957 0.07873763887780437 -0.11515999508006157 -0.12524965402818708 -0.032259770460936144 0.11113064176894485 0.044428006907914833 -0.011434439336420119 0.036456028134224383 0.10144125673257753 -0.059636534430854551 -0.13643315662085004 0.15028631341019899 -0.12491428258074831 0.022510291194976356 -0.010804690496970745 leaf_weight=122.51841518303601 0.43912705112097594 1.4200750179588797 0.58837093686452135 0.6397064723551017 1.0337206704512027 1.1202937942434799 8023.8032891479488 4.3072019855335375 0.17888420930967086 0.23918194520228997 1.2675928798712446 28.431471783245797 3.9993750788271418 2.8082146644592276 1.4305410616507277 9.4569062176160532 3.9113585929153469 2.8245745730819154 4.6601338629843658 1.7099736350355659 2.8685175180435181 6.3581196632658248 12.184154614340512 6.9505542927654433 2.2358525370946163 2.6184126455336809 1.7128391209989784 2.1372376563958824 1.9828065082256214 21.819703745073639 leaf_count=1949 257 34 5 555 67 26 81506 51 15 29 168 469 29 20 13 95 37 36 69 29 37 123 161 63 19 16 16 28 33 220 internal_value=0 -0.0259334 0.00740124 0.0297242 -0.00642162 -0.0613749 1.18018e-05 0.00370474 -0.00379337 -0.134644 -0.177925 0.0111906 0.00448307 0.016888 -0.0091808 -0.00253391 -0.00713995 0.00786802 0.0420966 -0.0226098 -0.0387782 -0.0509406 0.0234812 0.0180635 0.062237 -0.0172015 0.0175464 -0.0278737 -0.0679395 0.00612962 internal_weight=0 5.24129 2.70093 2.2618 1.67343 2.54037 8272.42 248.612 124.204 1.68566 1.44648 124.408 95.9765 50.3057 45.6708 41.6714 40.2409 29.9714 14.117 15.8544 14.1444 10.2695 45.9985 43.1903 9.18641 11.3198 6.71859 5.00576 4.60122 34.0039 internal_count=86175 944 884 627 622 60 85231 3725 2161 212 183 1564 1095 534 561 532 519 359 164 195 166 160 483 463 82 130 81 65 49 381 is_linear=0 shrinkage=0.1 Tree=661 num_leaves=31 num_cat=0 split_feature=0 1 9 9 7 1 3 4 1 7 8 0 7 4 9 6 8 3 5 9 1 1 3 5 4 2 3 9 9 6 split_gain=0.359675 2.35634 2.30665 5.703 4.73839 3.54454 3.03826 2.88625 2.77292 2.66911 4.6476 3.8903 4.58299 4.46188 2.85297 2.5704 2.43259 3.01453 4.70607 3.0099 2.38129 2.7727 3.32416 3.42139 3.33627 2.84816 2.53983 2.33806 2.98657 2.34193 threshold=0.59004998207092296 133.79336547851565 1.1727803349494936 1.2161991596221926 94.944957733154311 84.454883575439467 37.920721054077156 0.077362999320030226 92.450927734375014 88.284236907958999 73.93013833000002 0.65110000967979442 87.882106781005874 0.049463000148534782 1.5776674151420595 50.630205154418952 73.244465885000011 13.431650161743166 2.6812050342559819 1.2442238926887514 105.6864471435547 110.3452491760254 2.920450091362 2.4801000356674199 0.11800333112478258 1139.1149902343752 10.810550212860109 1.0299918651580813 1.0316978693008425 73.543857574462905 decision_type=10 10 2 2 8 10 10 10 10 10 10 8 8 10 2 10 10 10 10 2 10 10 8 10 10 10 10 2 2 10 left_child=-1 2 27 4 5 -4 -6 9 -9 11 16 -5 13 15 -14 -13 17 18 19 -11 -10 25 23 -23 -24 26 -22 29 -29 -2 right_child=1 -3 3 7 6 -7 -8 8 20 10 -12 12 14 -15 -16 -17 -18 -19 -20 -21 21 22 24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00010620359427352794 -0.037470931457643436 0.01859204267767995 0.13038594622493643 -0.10163739015482309 -0.14098770342733288 -0.050650312173561557 0.018278677457601634 0.0047826335986612947 -0.07523219735968896 0.02213183540456452 -0.036722403544272308 -0.05753485873142327 -0.14454643649590601 0.11507844597256536 0.12099439381695193 0.059323769038155443 0.19946637051202029 0.12237248970661913 0.08997906030506117 -0.14151962465347126 0.0054940451778997127 -0.10871905459782019 -0.12605977258943524 0.20017636423353635 0.0004329372824926972 -0.079294338644586793 0.15394804937928722 0.14929435082293149 0.0096027410148004158 0.12481802257638444 leaf_weight=8053.274081973992 16.209086525454385 38.334213180984989 1.4941124294709851 4.1679560817283345 8.1893331541214121 3.9162791441194713 1.4029775210074156 18.866117728215613 13.530000212351299 2.4943916206248122 6.314556371762591 4.6922772237594472 2.5587974684605128 4.4110869839787483 0.4806025338184553 3.143063732306473 1.2440064698457707 4.3400696562275689 4.8621004870219622 2.0454504136059768 2.5080269475656705 0.57210081309267191 5.1538256098065176 0.96073331031948328 3.5019030799376196 1.6489923652261493 2.1322023940738291 1.569823365072806 61.094594490677991 0.94080340954314934 leaf_count=82173 389 535 35 43 189 42 68 417 220 22 185 40 118 30 10 38 6 100 64 203 38 43 124 13 61 15 18 9 915 12 internal_value=0 -0.00396707 -0.00865564 -0.0184228 -0.0754864 -0.000656052 -0.117693 -0.00887101 -0.0252578 0.0107805 0.0352375 -0.0159982 0.00735289 0.0346313 -0.102558 -0.0106583 0.0655587 0.0534366 0.0216148 -0.0516022 -0.0441444 -0.0186181 -0.0508468 0.0848871 -0.0748838 0.0335927 0.0737092 0.00414839 0.0131022 -0.0285681 internal_weight=0 222.779 184.445 104.631 15.0027 5.41039 9.59231 89.6283 48.8739 40.7544 21.3006 19.4538 15.2858 12.2464 3.0394 7.83534 14.986 13.742 9.40194 4.53984 30.0078 16.4778 10.1886 1.53283 8.65573 6.28922 4.64023 79.8143 62.6644 17.1499 internal_count=86175 4002 3467 2142 334 77 257 1808 949 859 580 279 236 108 128 78 395 389 289 225 532 312 241 56 185 71 56 1325 924 401 is_linear=0 shrinkage=0.1 Tree=662 num_leaves=31 num_cat=0 split_feature=7 7 4 7 4 6 6 0 1 5 2 2 0 1 1 1 3 1 1 0 8 5 3 0 8 3 3 3 9 1 split_gain=0.336356 1.5997 3.44156 2.25425 5.11802 2.74972 4.39081 2.06997 3.42959 2.05425 3.82416 3.45588 2.9559 2.52205 5.75209 4.31807 3.17973 2.29288 3.0693 2.28396 2.07959 2.00942 2.64155 1.89219 1.87325 1.81204 1.80625 1.79718 4.8135 2.23454 threshold=97.963802337646499 97.732166290283217 0.17855834215879443 97.585292816162124 0.10998599976301195 54.904756546020515 53.929851531982429 0.074804998934268965 118.14445114135744 2.6390450000762944 267.69500732421881 98.317661285400405 0.24904999881982806 89.641059875488295 92.16300201416017 81.06995010375978 89.33499908447267 95.72259902954103 113.47620010375978 0.17533997446298602 60.182958530000008 2.5700099468231206 2009.330017089844 0.16470500081777575 73.93013833000002 97.74499893188478 325.70500183105474 48.10499572753907 1.2128868699073794 91.850250244140639 decision_type=8 10 10 10 8 10 8 8 10 10 10 10 8 10 10 8 10 10 10 10 10 8 10 10 10 10 10 8 2 8 left_child=1 3 7 -1 5 6 23 8 -3 11 20 -9 19 15 -15 -13 -16 -14 -19 -12 -11 24 -23 -5 -7 -25 -8 29 -29 -6 right_child=-2 2 -4 4 27 21 26 9 -10 10 12 13 17 14 16 -17 -18 18 -20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.00075044991128382882 0.00054541731252537036 -0.03953306000406584 0.076358314111826919 0.076657626435567422 -0.10994691127489925 0.11917607212656907 0.19911342531929863 0.062556716153951267 0.079428205755933054 -0.13426264003113217 0.0049613400646421777 -0.014245607519035378 -0.099417896581428064 0.13837808027073731 -0.10731169141250763 -0.17503689973715794 -0.021864833469237559 0.11844509965355042 -0.078538992344633116 0.10622891964619052 0.0040000101545873213 0.01779752252105395 -0.1038591904979479 0.054098291031912493 -0.003023474858254431 -0.075859790448843695 0.085040222518971267 0.08227401595314425 -0.090853555052347976 -0.0055971012833163046 leaf_weight=3417.3725293992075 4748.8036810614803 4.8698455287376419 3.7424778829154084 4.840314224085887 4.0804974273778454 2.9321736465208206 2.998337318887935 2.5900554473664696 4.8241108612564858 3.018522134838352 4.4665151446824858 2.7967837769538191 2.8937077658483767 1.6528135028202111 7.3268524847808321 4.1462348086060956 10.737462549470363 1.644701155175426 1.5239119155157821 4.4421296620639623 1.7008003857918081 7.8306729208125034 2.3116689845919609 2.0334028016368393 2.1924491781974211 2.271382910606917 2.5845833931816742 3.9796001203358182 2.6924557276070118 4.1282839159248406 leaf_count=36353 48797 42 26 44 24 22 28 27 41 20 51 24 25 18 54 34 124 21 26 44 38 72 17 32 29 36 23 32 26 25 internal_value=0 -0.000744001 -0.016616 -0.000458047 0.021809 0.0455957 0.0764221 -0.0225503 0.019667 -0.0309125 -0.00594176 -0.047722 0.0188015 -0.0584356 -0.0401842 -0.110267 -0.0565219 -0.0350635 0.0237076 0.0554565 -0.0844341 0.0158574 -0.00993079 0.0337606 0.0668959 -0.014473 0.146304 -0.0261374 0.0124097 -0.0574683 internal_weight=0 3524.63 62.3769 3462.25 44.8758 29.995 14.728 58.6344 9.69396 48.9405 19.6903 29.2502 14.971 26.6601 19.7171 6.94302 18.0643 6.06232 3.16861 8.90864 4.71932 15.267 10.1423 9.1451 5.12462 4.30479 5.58292 14.8808 6.67206 8.20878 internal_count=86175 37378 615 36763 410 303 163 589 83 506 225 281 167 254 196 58 178 72 47 95 58 140 89 112 51 68 51 107 58 49 is_linear=0 shrinkage=0.1 Tree=663 num_leaves=31 num_cat=0 split_feature=7 0 6 6 3 5 6 7 9 9 8 9 1 9 1 4 9 4 3 1 1 9 0 2 8 7 9 1 8 2 split_gain=0.335339 3.33588 2.64145 3.0968 2.76382 2.43514 4.51718 5.92823 5.31357 5.30146 4.97916 4.31423 3.28361 2.70552 2.69221 2.82493 3.08237 2.51127 4.47828 2.44804 2.34231 2.23479 2.75513 2.19064 2.30994 2.87314 2.1107 2.07092 2.03676 1.95484 threshold=89.276966094970717 -0.079846628010272966 58.570875167846687 55.266059875488288 2305.724975585938 2.5960299968719487 53.001518249511726 88.89941787719728 1.1026969552040102 1.1109600067138674 58.216000655000009 1.1243017911911013 79.415000915527358 1.0432021617889407 85.632835388183608 0.017374999821186069 1.222699046134949 0.039905000478029258 45.620000839233406 81.391963958740249 80.055000305175795 1.2644609808921816 0.24000012129545215 12356.027832031252 83.673071915000023 87.132465362548842 1.203055262565613 123.78184890747072 72.315607970000016 3997.3659667968755 decision_type=8 10 8 10 8 10 10 10 2 2 10 2 10 2 10 10 2 10 10 10 10 2 10 10 10 8 2 8 10 10 left_child=1 -1 3 5 20 12 29 8 13 -10 -9 -11 -3 -8 -14 16 -16 27 -19 -20 -5 22 -22 24 25 -21 -12 -13 -27 -7 right_child=-2 2 -4 4 -6 6 7 10 9 11 26 17 14 -15 15 -17 -18 18 19 23 21 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.11705589248216164 -0.00018586644861378777 -0.15229890789203626 0.0483006731654025 -0.10136659044315055 -0.1418844030359481 0.0094738987514282336 -0.0059727831797412945 -0.04478419765210747 -0.13619876247162815 0.15135232426931253 0.15022264227571497 -0.08900429725648365 0.067878527296239263 0.10288106335892047 0.10568823659076926 -0.03036161732811702 -0.023422966900415856 -0.10194814751694857 0.1362119643464457 0.076208085736270303 0.048239480445749744 -0.071520973241006786 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-0.00666584 0.0836332 0.00496465 -0.0176348 0.0722023 -0.0129379 -0.0195785 0.0369353 -0.00416224 0.0179607 0.0375265 -0.0237224 -0.00705859 0.0162013 0.0224101 0.00396973 -0.0201848 0.108403 -0.041508 -0.0532855 0.001748 internal_weight=0 628.166 625.83 613.4 20.326 593.074 541.159 62.1244 46.4708 35.1899 15.6536 32.2906 51.9149 11.2809 50.1653 46.3562 7.42775 30.3955 19.0881 16.4103 18.1034 14.9046 10.9526 14.2305 11.6558 9.0048 13.1225 11.3074 6.70302 479.035 internal_count=86175 8240 8185 8024 205 7819 7198 665 519 410 146 394 621 109 590 546 97 380 194 170 182 155 104 150 121 101 125 186 72 6533 is_linear=0 shrinkage=0.1 Tree=664 num_leaves=31 num_cat=0 split_feature=2 7 6 8 2 1 6 3 6 8 1 4 1 3 3 3 3 0 7 0 3 6 8 1 3 0 4 9 0 5 split_gain=0.367098 1.98247 4.15864 3.5347 3.78744 4.02911 2.81069 2.58086 2.49829 5.75631 2.47012 4.08217 4.94323 2.48186 4.27078 3.78613 3.51507 3.10064 2.20499 2.90785 2.20404 2.16948 2.1329 2.0448 3.28342 3.99231 3.14843 2.62482 3.24748 2.10436 threshold=10859.040039062502 93.969257354736342 52.878839492797859 73.244465885000011 15114.193359375002 123.78184890747072 55.664741516113288 15363.130371093752 53.246049880981452 73.498535265000015 99.708000183105483 0.069995000958442702 109.43389892578126 36.131723403930671 45.620000839233406 325.70500183105474 362.83680725097662 0.07000999897718431 91.760395050048842 0.10999006778001787 1283.7388305664065 55.312780380249031 75.253016200000005 75.154251098632827 41.207149505615241 0.29004999995231634 0.18007667362689975 1.4225609302520754 0.060004999861121185 2.6611049175262456 decision_type=10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 8 10 10 10 10 10 10 10 8 2 8 10 left_child=-1 6 3 4 5 -3 21 -6 9 -4 23 22 -13 -14 -15 -16 -17 -18 20 -20 -8 -2 -12 26 25 -25 -10 28 -26 -30 right_child=1 2 8 -5 7 -7 18 -9 10 -11 11 12 13 14 15 16 17 -19 19 -21 -22 -23 -24 24 27 -27 -28 -29 29 -31 leaf_value=-0.00019272277630391022 0.0043654162036384113 -0.066182774198914995 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1.8207473393886173 3.8472621172040808 2.8569696226040824 3.2231789491779663 2.6490594055503598 2.6769586346927099 1.5044265289325269 3.3690310567617408 8.2228211003821432 8.143036133493295 leaf_count=77939 6666 18 54 170 142 35 23 35 29 26 356 67 17 12 64 13 24 55 36 50 24 39 47 20 19 23 29 32 59 52 internal_value=0 0.00233673 -0.00919852 -0.0458946 -0.0221799 0.0580211 0.00510743 -0.0489162 0.000234867 0.0559676 -0.00445573 -0.017122 0.00575464 0.0315503 0.0440244 0.0261128 0.069001 0.0368987 0.0470298 0.0689495 -0.0178816 0.00376693 -0.0489556 0.0176679 0.0269306 -0.039433 -0.0511196 0.0444232 0.0588373 0.0754639 internal_weight=0 620.283 120.133 24.567 17.663 4.41608 500.15 13.2469 95.5663 7.41871 88.1476 56.0549 32.6159 22.665 19.845 17.2703 9.39097 7.36358 15.4971 11.585 3.9121 484.653 23.4389 32.0927 28.2841 5.90014 3.80862 22.3839 19.0149 16.3659 internal_count=86175 8236 1398 400 230 53 6838 177 998 80 918 655 252 185 168 156 92 79 133 86 47 6705 403 263 205 43 58 162 130 111 is_linear=0 shrinkage=0.1 Tree=665 num_leaves=31 num_cat=0 split_feature=9 8 9 1 0 8 3 0 4 0 8 8 3 2 5 9 8 9 8 3 8 9 0 4 8 2 4 1 6 0 split_gain=0.329043 2.75938 2.44491 7.40428 7.51633 5.59983 3.71432 2.94998 3.66361 2.38824 2.31218 6.79158 8.59286 2.40733 2.65236 3.36981 2.31784 9.02552 5.70294 3.56331 3.32815 3.07648 4.3618 6.83609 5.43884 7.46447 3.39031 3.13876 8.63023 3.06445 threshold=1.0299918651580813 56.489202475000006 1.0316978693008425 112.35755157470705 0.58004999160766613 50.568756935000003 5.4737000465393075 0.26000010967254644 0.11200700327754022 0.35939337313175207 51.797274035000008 52.112075745000006 17.637899398803714 307.81477355957037 2.4200600385665898 1.0283345580101015 50.568756935000003 1.0232319235801699 49.976338770000005 70.163276672363295 49.585035525000009 1.024965286254883 0.19215000420808795 0.082872498780488982 48.641006055000013 3040.8686523437505 0.15999799966812137 98.433982849121108 53.929851531982429 0.091894999146461501 decision_type=2 10 2 10 10 8 10 8 10 10 8 8 10 10 10 2 10 2 8 10 8 2 10 10 10 10 8 10 10 10 left_child=1 10 3 4 5 7 -7 8 -2 -9 16 -12 13 14 15 -13 18 -18 20 -20 21 -1 23 24 25 -23 -24 28 -25 -26 right_child=2 -3 -4 -5 -6 6 -8 9 -10 -11 11 12 -14 -15 -16 -17 17 -19 19 -21 -22 22 26 27 29 -27 -28 -29 -30 -31 leaf_value=-0.0011105974364159785 0.049162628770164446 -0.080162603038559307 -5.7738091431977138e-05 0.078422796057381686 0.13863411857553307 0.13212908185410818 -0.036598811443783179 -0.14799345450062576 -0.09640648902595228 -0.02021950548382602 0.16239774073974389 -0.12466783897999222 0.079917467441175769 -0.11290710423858426 0.07424249999514175 0.025371590597298949 0.045354857267414027 -0.13202951898764512 0.1598990666427372 0.024143361104205896 -0.070225009504563826 0.10780043398016424 0.032378183125563162 -0.12430843382987099 -0.11785296011238072 -0.011946447136113893 0.11322341550796305 -0.093476017590763391 0.11436118335455073 0.056025969229167021 leaf_weight=421.25108337234451 2.6664923876523998 4.0217851683555628 7688.8387573988539 5.412303769029676 1.9513880485865218 1.9521299356129009 3.9337840110820252 8.858312047086665 4.9169887034222484 1.7521794843514715 3.4697831980884102 3.0480883557611396 10.092930399347095 3.6584075891259991 2.3569560553878546 2.9414347261190414 5.7640350861474854 5.7098634503781796 3.6284560039639464 4.1389887537807226 6.43795371800661 11.32577439025045 24.359934249892831 2.9001248907297841 3.348714677616953 9.6332747396081668 6.5905584118445431 8.6250412762165052 3.1722885901108384 1.4535327879711983 leaf_count=4545 36 230 79715 75 12 15 46 74 38 44 29 50 134 63 38 19 53 49 17 34 83 135 216 25 57 64 152 71 34 22 internal_value=0 0.00236449 -0.00017154 -0.0279994 -0.0501262 -0.0654229 0.0193617 -0.0928515 -0.0452217 -0.126893 0.00297471 0.0323317 0.0119088 -0.0452685 -0.0156214 -0.050984 0.00152665 -0.0429186 0.00253276 0.0875598 0.00120949 0.00214297 0.0213361 -0.000280241 0.0307678 0.0527619 0.0495933 -0.0547005 0.000374924 -0.0652237 internal_weight=0 547.929 7720.28 31.4436 26.0313 24.0799 5.88591 18.194 7.58348 10.6105 543.907 25.5676 22.0978 12.0049 8.34648 5.98952 518.34 11.4739 506.866 7.76744 499.098 492.66 71.4092 40.4588 25.7613 20.959 30.9505 14.6975 6.07241 4.80225 internal_count=86175 6120 80055 340 265 253 61 192 74 118 5890 333 304 170 107 69 5557 102 5455 51 5404 5321 776 408 278 199 368 130 59 79 is_linear=0 shrinkage=0.1 Tree=666 num_leaves=31 num_cat=0 split_feature=0 2 7 8 6 1 7 0 6 6 1 7 9 2 7 7 3 2 1 1 9 9 5 8 8 8 0 4 2 5 split_gain=0.328645 0.434355 0.386794 0.363332 0.327483 5.7996 7.00425 3.34217 2.63366 1.92989 4.98178 3.21659 3.27115 2.731 2.14982 1.92785 2.44984 1.92762 2.75814 2.74623 3.47058 3.98158 5.79169 3.82644 3.33266 3.28129 3.61567 3.93177 3.78919 6.10429 threshold=1.7934499979019167 39.329999923706062 106.21330642700197 70.628452205000016 52.433956146240241 184.69504547119143 88.833370208740249 0.10262840241193773 51.996004104614265 52.462192535400398 80.055000305175795 89.889560699462905 1.1226413846015932 7005.5219726562509 91.178050994873061 89.276966094970717 177.14215087890628 1756.476989746094 176.22499847412112 127.39005661010744 1.054794490337372 1.206338703632355 2.5640065670013432 53.053214340000004 51.21285000000001 55.434759575000008 0.077029999345541014 0.046593999490141876 10274.441406250002 2.6378600597381596 decision_type=10 10 10 8 8 10 8 10 10 8 8 10 2 10 10 10 10 10 8 8 2 2 10 10 10 10 10 10 10 10 left_child=4 3 -3 -2 5 17 8 15 -7 10 -6 13 -13 -12 -14 -8 -17 18 -1 -19 23 22 -22 24 -21 26 28 -28 -24 -30 right_child=1 2 -4 -5 9 6 7 -9 -10 -11 11 12 14 -15 -16 16 -18 19 -20 20 21 -23 25 -25 -26 -27 27 -29 29 -31 leaf_value=0.0056835103047911152 -0.10096895665999449 -0.10714842123495681 0.051740803183737805 0.032776075115252858 0.10395750418141592 0.0046342749834044168 0.10636608933227572 0.15300360846916161 -0.13086029737327146 -0.00018146619422824032 0.069414506506415161 -0.0055756898265951066 -0.20970654337202121 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54 21 66535 49 34 19 24 77 21 27 8893 19 51 31 909 99 22 55 474 42 118 39 65 internal_value=0 -0.0373845 -0.0817104 0.00429235 7.56596e-06 0.00145122 0.0495977 0.0870581 -0.0265532 -0.000267042 -0.0327605 -0.052748 -0.0826272 0.0149359 -0.121102 0.0562635 0.0219658 0.000538795 0.0052213 -0.00263851 -0.0150514 -0.0194882 -0.0333764 0.0389692 -0.00645448 -0.0391765 -0.0192436 -0.0606004 0.00261913 0.0459624 internal_weight=0 2.35121 1.13939 1.21182 8260.62 1320.19 24.5536 16.4577 8.0959 6940.43 18.2306 15.9053 11.0342 4.87108 7.35937 11.2188 6.65984 1295.64 523.757 771.88 144.8 133.81 81.1844 10.9902 6.9007 77.5284 39.9886 13.829 26.1597 11.3888 internal_count=86175 351 168 183 85824 19059 231 136 95 66765 230 203 130 73 96 82 48 18828 8030 10798 1905 1777 868 128 106 837 363 160 203 104 is_linear=0 shrinkage=0.1 Tree=667 num_leaves=31 num_cat=0 split_feature=7 5 0 1 1 6 3 2 6 4 0 3 3 9 6 8 3 6 1 3 5 2 2 7 0 1 5 3 0 3 split_gain=0.326658 3.07488 2.20407 1.99599 2.7788 2.34704 3.04176 3.1659 2.34296 2.06694 2.40816 1.91468 2.35264 1.56574 2.3376 2.15195 1.57157 1.54353 1.53166 1.45785 1.27115 1.75308 2.21853 1.27092 4.43708 2.86919 2.38654 2.96782 2.11232 3.38095 threshold=112.07624816894533 2.6312500238418584 0.091900084167718901 90.188610076904311 81.700363159179702 57.735210418701179 145.18714904785159 94.713497161865249 60.751745223999031 0.19007666409015658 0.50554999709129345 51.65050125122071 29.450950622558597 1.1459585428237917 59.514837265014656 37.490001645000007 13.8474497795105 62.784885406494148 99.102649688720717 65.085384368896499 2.5900232791900639 138.53034973144534 219.33060455322268 109.97735595703126 0.07000999897718431 137.54299926757815 2.4600499868392949 34.141143798828132 0.26000010967254644 79.180000305175795 decision_type=10 10 10 10 8 10 10 10 10 10 10 10 10 2 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 left_child=23 2 -2 4 5 -4 7 11 -5 10 18 12 17 14 -3 19 -15 -7 -10 -16 21 -9 -23 -1 -25 26 27 -26 -28 -30 right_child=1 13 3 8 -6 6 -8 20 9 -11 -12 -13 -14 16 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 28 -29 29 -31 leaf_value=-3.446648990527604e-05 0.077619120498728197 0.13200444029705358 0.122513704345041 -0.068665494039416283 0.090803890121137515 0.019355636178849098 -0.11699911250529903 0.12154953934802262 -0.015786599493483947 -0.08420480214267291 -0.050892886726783472 0.055576744629742374 -0.15752899851423738 -0.016318985332605517 -0.11447644303687465 0.11247106146469464 -0.12368570923844076 -0.11290412831974445 0.076262708280106839 0.1417886336294864 0.14720295074636566 -0.11746124902181382 0.084411151002980286 -0.13031599549087869 -0.073795848605926154 -0.055239626282024501 0.08234445253725127 0.059122435858190318 0.051140245703354549 -0.074137505178222152 leaf_weight=8166.2628219395137 3.6840157375845584 0.91301428014412334 1.4443986733840635 7.66322735333961 4.2954694859217843 3.0015727861718897 2.2944961072935248 1.4744497658393814 2.6628940163645876 2.4323824419407165 3.6376953698054413 1.9001822712598366 1.7412595073692498 2.0233689151064027 2.3414946346347287 0.65711327362805594 4.1791377277877473 1.2497996763013359 5.6285937328357249 0.24524070415645827 1.4794049622723831 1.1233836321043784 1.0562537274381609 1.8952617049217213 3.8161666494106639 3.7933044976089141 11.634498437953878 3.0007320144213736 9.5832230239393557 2.7788985870502065 leaf_count=84745 30 11 25 92 38 58 40 24 23 30 36 16 11 40 281 8 83 40 77 5 10 23 19 14 50 35 114 25 130 42 internal_value=0 -0.00753922 0.0033795 -0.00296835 0.0190423 0.000656033 -0.0108323 0.00786822 -0.0240155 -0.000190602 0.01694 -0.0318902 -0.0596247 -0.056834 -0.0093449 -0.0491291 -0.0886608 -0.0195255 0.0467002 -0.0901807 0.0689973 0.0373347 -0.0196337 4.87533e-05 0.0186667 0.0268258 0.0369285 -0.0152865 0.0517616 0.0229789 internal_weight=0 57.1288 46.7695 43.0855 21.0607 16.7652 15.3208 13.0263 22.0248 14.3616 11.9292 7.89281 5.99263 10.3594 4.15686 3.24385 6.20251 4.25137 8.29149 2.58674 5.13349 3.65409 2.17964 8202.76 36.5021 34.6068 30.8135 6.8169 23.9966 12.3621 internal_count=86175 1020 592 562 304 266 241 201 258 166 136 125 109 428 305 294 123 98 100 286 76 66 42 85155 410 396 361 75 286 172 is_linear=0 shrinkage=0.1 Tree=668 num_leaves=31 num_cat=0 split_feature=1 4 2 7 3 3 2 7 9 9 2 9 9 6 8 1 9 0 8 3 8 9 9 7 2 3 3 5 9 2 split_gain=0.3231 2.23319 2.97618 2.93359 2.77629 4.10181 2.57732 8.4534 3.82634 4.39399 3.00731 2.56155 5.06182 2.3804 2.19625 2.06869 2.19881 2.39275 2.63955 2.39946 2.22006 2.22704 2.53451 1.99114 2.19081 2.82978 1.95837 1.92378 1.86665 1.8062 threshold=71.956893920898452 0.055514499545097358 1756.476989746094 88.639492034912124 4495.4799804687509 3769.515014648438 1095.6741333007815 99.606616973876967 1.203055262565613 1.1543519496917727 1076.699157714844 1.1426048278808596 1.1243017911911013 54.970867156982429 42.537642925000007 72.400451660156264 1.3990214467048647 0.29999986290931707 77.859354915000011 4495.4799804687509 67.714191485000015 1.162797808647156 1.1929618716239931 94.257038116455092 549.02999877929699 546.59375000000011 158.91149902343753 2.7381100654602055 1.099329471588135 123.49499893188478 decision_type=10 8 10 8 10 8 10 10 2 2 8 2 2 10 10 10 2 10 10 8 8 2 2 10 8 10 10 10 2 10 left_child=1 23 3 -3 5 6 10 8 9 -8 29 12 -6 -10 -4 16 17 18 19 20 -2 -22 -23 24 25 -1 -11 -26 -7 -5 right_child=15 2 14 4 11 28 7 -9 13 26 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.059054810222498033 0.059397176580477967 0.08257845446955224 -0.093183284914149206 0.0047431183529050118 0.05920658796227779 0.031492823942948889 -0.04736657724888596 0.12180805091184593 -0.094864815001720407 0.1147317710940345 0.12528754595842503 0.097401173832712559 -0.081472226842097109 0.026780096548603523 0.015353520085416864 0.00010056374419705577 -0.063703465405372389 -0.05927485208960899 0.12783663213923643 0.12112053720163321 -0.047031876230743092 0.14332213695372781 -0.00039200404266916984 0.023985619179428833 -0.11812998520360125 0.067467965705369434 -0.011122360493064917 0.017405943911600285 -0.13019081838383426 -0.0065459168587024136 leaf_weight=5.2904219847779368 8.5114060286141591 3.9451035277452311 1.8945365942363412 202.05728713292058 7.4472445016872388 0.88447946441561853 11.129117297485211 3.305944509105756 14.095723486621862 3.088343371055088 1.8272378211840976 4.9018891234882167 3.8956230878829956 1.8158863205462683 116.99641286258702 7348.3684244040114 2.5560779457737217 2.5747208017419316 3.1396095467498517 2.6044772696332066 6.627028154623984 1.6280817706137893 4.9830217631533742 4.3675921590511271 5.7461826460521488 2.6547891889949824 2.0618473635986447 1.2806364018324528 3.7057833583682509 474.66615369445935 leaf_count=232 73 102 204 2956 171 209 163 38 258 42 24 39 23 15 1647 73333 34 35 37 19 62 14 71 248 407 115 31 155 282 5136 internal_value=0 -0.00181807 -0.00106037 -0.00342335 -0.00388504 -0.00480915 -0.00420341 -0.0304708 -0.0461095 -0.0120244 -0.00282929 0.036996 0.0108915 -0.0809823 0.013624 0.000212113 0.0253376 0.0329069 0.0415395 0.0304145 0.0195525 -0.00606542 0.0349997 -0.0354225 -0.0527529 -0.0167789 0.0643468 -0.0934286 -0.0990366 -0.00317522 internal_weight=0 877.058 857.719 738.828 734.883 718.638 714.048 35.4969 32.1909 16.2793 678.551 16.2448 11.3429 15.9116 118.891 7380.99 32.6244 30.0683 27.4936 24.354 21.7495 13.2381 6.6111 19.3396 14.972 7.94521 5.15019 7.02682 4.59026 676.723 internal_count=86175 12497 11340 9489 9387 9154 8663 547 509 236 8116 233 194 273 1851 73678 345 311 276 239 220 147 85 1157 909 347 73 562 491 8092 is_linear=0 shrinkage=0.1 Tree=669 num_leaves=31 num_cat=0 split_feature=2 1 1 7 1 4 1 0 5 6 0 5 6 6 2 9 3 2 7 5 0 0 4 8 8 9 1 5 4 5 split_gain=0.325094 2.45418 4.08006 2.56654 3.43055 3.32824 3.39697 3.03866 2.75291 3.15057 2.92388 2.52059 2.50716 2.44811 2.78042 2.35622 2.29398 2.58689 3.23554 2.46915 2.16903 3.50684 3.91902 2.5181 3.03296 2.32284 2.2937 2.07613 2.06322 2.68398 threshold=49994.080078125007 87.642147064208999 83.832332611083999 87.350585937500014 91.001350402832045 0.035191001370549209 107.59039688110353 0.47004324197769171 2.6776800155639653 50.300912857055671 0.50554999709129345 2.5579032897949223 51.940803527832038 51.073438644409187 360500.29687500006 1.1677789688110354 800.78533935546886 288227.26562500006 89.950969696044936 2.6399934291839604 0.040049999952316291 0.18000015616416934 0.025646500289440158 87.887373765000021 87.489998390000011 1.6483626961708071 92.450927734375014 2.6084799766540532 0.054487999528646476 2.6018366813659672 decision_type=8 8 8 8 10 10 10 8 10 10 8 8 8 8 10 2 10 10 8 10 8 8 10 8 8 2 10 8 10 10 left_child=-1 2 27 8 12 11 7 16 -3 -10 13 -6 -5 14 15 -11 17 18 -7 -18 -13 22 -22 24 25 26 -23 -2 29 -8 right_child=1 3 -4 4 5 6 28 -9 9 10 -12 20 -14 -15 -16 -17 19 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=9.8150189267350125e-05 0.096883381224299667 -0.066613788780871111 -0.094811385667529197 -0.029325286528535291 0.10942385412945291 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14.491881500796806 6.9802131007018025 3.1592744033914633 3.2263539377599946 18.922469158444528 28.767488086547615 16.440014221472666 21.621182322864115 leaf_count=82745 146 135 100 38 25 70 53 23 124 7 17 92 371 87 20 45 39 24 39 38 413 9 166 106 80 29 216 498 177 243 internal_value=0 -0.0038757 -0.0270256 0.00114208 0.00632397 0.00275115 -0.0132999 -0.0420682 -0.0273824 -0.00109546 0.0253838 0.0176339 0.0716677 0.0446005 0.0964133 0.0419819 -0.0548821 -0.0803413 -0.0558149 -0.0146188 0.0138354 0.0193967 0.0448738 -0.00239392 0.0114166 -0.00075192 0.0115595 -0.0110329 0.00431576 -0.0137011 internal_weight=0 211.273 37.6361 173.637 146.943 139.325 67.0313 25.4571 26.6943 15.9842 11.7902 72.2935 7.61792 10.2621 4.82846 3.18812 22.3787 13.7098 10.3956 8.66892 69.4207 63.1679 29.1207 34.0472 27.067 23.9077 20.6814 30.4516 41.5742 25.1341 internal_count=86175 3430 744 2686 2251 1842 706 233 435 300 176 1136 409 159 72 52 210 133 109 77 1111 1019 579 440 334 254 225 644 473 296 is_linear=0 shrinkage=0.1 Tree=670 num_leaves=31 num_cat=0 split_feature=3 6 2 2 1 0 6 8 6 6 6 9 1 8 2 1 1 1 8 1 9 1 2 8 1 4 9 1 7 9 split_gain=0.322104 3.33736 2.96203 2.45431 2.10337 2.25295 1.968 1.56635 1.44345 3.26135 2.95411 1.35983 1.25924 1.21743 1.5142 1.00268 1.3437 0.962696 1.27875 0.920237 1.38927 0.857122 0.844685 0.770671 0.745791 0.676154 0.512305 1.31784 0.50812 0.474984 threshold=119885.89843750001 51.457010269165046 1647.2347412109377 594.77999877929699 142.36499786376956 0.050005000084638603 50.630205154418952 65.631410680000002 52.968900680541999 54.137121200561531 56.477449417114265 1.1326038241386416 71.550888061523452 70.628452205000016 7304.7746582031259 98.433982849121108 104.71112442016603 70.174999237060561 71.893560340000008 108.57004928588869 1.5335874557495119 87.930801391601577 899.12002563476574 74.751024620000024 69.203296661376967 0.059998499229550369 1.0497827529907229 87.642147064208999 90.258865356445327 1.0613657236099245 decision_type=8 10 10 8 8 8 10 8 8 10 10 2 10 10 8 10 10 10 8 10 2 10 8 10 8 10 2 10 10 2 left_child=-1 2 3 7 5 23 13 -2 15 -10 -11 -6 17 26 -15 -7 -17 18 22 -18 29 -14 -5 -3 -20 -9 -4 -28 -8 -21 right_child=1 4 6 12 11 8 28 25 9 10 -12 -13 21 14 -16 16 19 -19 24 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=3.8429557746546499e-05 0.12787829652358615 0.060973819129395979 0.0041306957877866165 -0.36791113702293665 0.029126496730070839 0.14035454623432098 -0.055810163517636284 -0.1251381608816555 -0.094082709853297586 0.11313702410534024 -0.041416374863797546 -0.11692897611315717 -0.23214757632896377 0.029293622687402078 -0.069359264602744303 -0.13401628901362769 0.1870762331273389 0.13219702679337481 0.10102558904349138 0.1285728376013538 -0.12046761216384619 -0.12658002104424015 -0.091876171304031862 0.14838146110641656 -0.12750478451919692 0.017973389414696353 0.00092343537945430284 0.13747361203525879 -0.17079333307002043 0.01366246076096736 leaf_weight=8216.1873555639522 0.66759005277094963 2.3498883465363187 1.944937193999065 0.19792693853378263 1.0355867799371474 1.1565788105072017 0.74516659186156065 0.72342050745646702 3.0035099202923456 2.5439083881210536 2.4067577901296318 1.6580739549972348 1.1049145746364959 2.9114966944689513 3.3414026627178828 0.42530232692661263 0.45375749791855957 0.25052834674715985 0.35864097523153771 0.8032451197504995 0.47113579953293072 2.5305124885080659 0.25200434250382386 1.7673958402883725 0.23727708397723291 0.6072714957408607 1.3810825273394587 1.4475529652345356 0.7936597860771144 0.6514596971719584 leaf_count=85042 7 29 12 1 12 26 33 33 38 36 26 49 9 40 38 14 20 2 16 6 23 57 306 15 146 21 7 36 17 58 internal_value=0 -0.00916287 -0.0381235 -0.0906098 0.0209867 0.0347237 -0.00917599 0.00288122 0.0126886 -0.0118739 0.0380012 -0.0607775 -0.128491 0.00560838 -0.0234242 0.0620072 0.0297013 -0.0438728 -0.0860495 0.0589623 0.0287768 -0.158665 -0.213305 0.0984946 0.0100315 -0.0598281 0.0436381 0.0708029 -0.115113 0.0771126 internal_weight=0 38.222 19.4954 6.93009 18.7266 16.0329 12.5653 1.99828 11.9157 7.95418 4.95067 2.69366 4.9318 11.0265 6.2529 3.96148 2.8049 1.29638 1.04585 2.3796 1.92584 3.63543 0.449931 4.11728 0.595918 1.33069 4.77357 2.82864 1.53883 1.4547 internal_count=86175 1133 781 598 352 291 183 61 247 100 62 61 537 133 78 147 121 471 469 107 87 66 307 44 162 54 55 43 50 64 is_linear=0 shrinkage=0.1 Tree=671 num_leaves=31 num_cat=0 split_feature=2 5 3 3 7 1 4 7 9 5 4 3 4 1 9 2 0 9 1 4 2 8 5 9 5 5 6 5 2 5 split_gain=0.330319 1.87128 2.87975 3.12159 3.01655 2.56995 2.56322 5.35347 3.87294 3.13368 2.53199 2.54984 4.97841 3.55508 4.46045 3.39489 2.69384 3.58747 2.48791 4.34686 2.46225 2.42754 2.39087 4.09834 3.05095 3.03944 3.95956 3.95747 3.09316 3.09988 threshold=10859.040039062502 2.6451699733734135 42.179998397827156 44.471200942993171 102.1468963623047 139.81220245361331 0.10809033364057542 93.060775756835952 1.2096731066703799 2.6422950029373173 0.019995000213384632 6.3065781593322763 0.068553999066352858 98.433982849121108 1.2096731066703799 19089.429687500004 0.17533997446298602 1.3268429040908816 108.84904861450197 0.040001999586820609 14056.177734375002 61.931032750000007 2.6611049175262456 1.087821424007416 2.6658649444580083 2.7058100700378422 54.065002441406257 2.6995050907135014 15114.193359375002 2.670010089874268 decision_type=10 8 10 10 8 8 10 8 2 8 8 10 8 10 2 10 8 2 10 8 10 10 10 2 10 8 10 10 8 10 left_child=-1 2 4 -4 18 10 9 -8 21 -5 -3 12 13 -12 -15 -14 -17 -18 19 -2 -20 -9 -7 -24 -25 27 -27 28 -26 -30 right_child=1 5 3 6 -6 22 7 8 -10 -11 11 -13 15 14 -16 16 17 -19 20 -21 -22 -23 23 24 25 26 -28 -29 29 -31 leaf_value=-0.00018337550974083618 0.084841969685344076 -0.05431942445388576 0.10391164708429478 -0.0047022091841623743 0.077149220690303388 0.066050912379031421 0.13307724287254366 0.02764886687416895 0.088270220666580204 -0.14526314465499732 -0.047367870865576291 0.0030895584707075902 0.20935823822470667 -0.059683110263426632 0.14432405502769038 -0.032135137391066104 0.088426932838206074 0.59280307324253079 0.016318304483414384 -0.040957851558988047 -0.090247333081761069 -0.064656618416885608 0.081787801976366523 -0.14698598881050048 0.094750057997824266 -0.10613585078382914 0.099141923309729499 0.16038797279218389 0.05706955852856798 -0.080458580784257647 leaf_weight=7638.1204092871576 3.50346332058007 7.3659350648008513 2.8277070820331565 162.19757090916028 2.3370823411678421 12.89439690299332 4.1436010203324285 5.0557123057078552 4.14474900253117 1.6017464026808728 5.7731912141898629 335.06724165952437 2.4831445999443522 1.6829582187347112 2.9509602634570911 1.6369606293737886 0.78425588963727966 0.17193603515625 2.6530130812025154 12.716578211257003 11.864602434419792 6.527859028428793 6.4560020151548114 1.5083919428288961 2.7220667057554246 4.2267553943238445 1.2082476583309469 1.9413073540781614 2.5697712170658642 4.5246355643612333 leaf_count=77939 53 546 15 1975 29 137 28 54 26 18 130 4338 19 21 44 18 116 2 32 133 138 49 47 13 20 120 8 23 28 56 internal_value=0 0.00222469 -0.00517955 -0.000356772 -0.0323738 0.00633051 -0.00196203 0.0319542 0.00531356 -0.00607671 0.00370371 0.00492292 0.0445976 0.0049953 0.0702322 0.125788 0.0457627 0.17912 -0.0407012 -0.0137856 -0.0707731 -0.0243694 0.0310385 0.0130927 -0.0106221 0.00134161 -0.0605008 0.0299281 0.00412836 -0.0306425 internal_weight=0 615.542 219.574 186.499 33.0747 395.968 183.671 19.8719 15.7283 163.799 357.917 350.551 15.4834 10.4071 4.63392 5.0763 2.59315 0.956192 30.7377 16.22 14.5176 11.5836 38.0516 25.1572 18.7012 17.1928 5.435 11.7578 9.81647 7.09441 internal_count=86175 8236 2550 2165 385 5686 2150 157 129 1993 5234 4688 350 195 65 155 136 118 356 186 170 103 452 315 268 255 128 127 104 84 is_linear=0 shrinkage=0.1 Tree=672 num_leaves=31 num_cat=0 split_feature=8 9 5 1 3 2 7 7 6 2 6 5 0 2 2 9 2 2 2 6 6 7 6 9 6 3 6 0 8 4 split_gain=0.327478 4.92067 1.95985 3.03375 2.14173 2.77856 2.30366 2.89227 2.31169 3.28502 2.50112 2.80069 2.2673 2.0313 2.44799 1.82565 1.75631 2.35024 1.68525 1.30194 1.26325 2.16411 1.49223 1.1897 1.70545 1.1549 1.10488 1.04909 0.862889 2.78385 threshold=88.484342550000022 1.5335874557495119 2.6199631690979008 160.80149841308597 108.79690170288087 4931.3598632812509 85.059902191162124 87.25397109985353 50.41822814941407 1839.8850097656252 53.337013244628913 2.6900134086608891 0.18998345732688907 3526.4384765625005 1365.7219848632815 1.1109600067138674 14056.177734375002 42747.324218750007 814.69497680664074 51.514183044433601 51.542337417602546 87.132465362548842 48.196331024169929 1.5271995663642886 49.212829589843757 2305.724975585938 51.001256942749031 0.20998344570398333 88.353219990000014 0.089999500662088408 decision_type=10 2 10 8 10 10 8 10 10 10 10 8 10 10 8 2 10 10 10 10 8 8 10 2 10 10 8 10 10 10 left_child=28 2 13 4 5 12 -6 20 9 15 11 27 18 14 -2 -9 -7 -18 -4 -16 22 -22 -8 24 -14 -3 -27 -10 -1 -30 right_child=1 25 3 -5 6 16 7 8 10 -11 -12 -13 23 -15 19 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-7.1963316156476076e-06 0.069746092126260498 -0.10755007963550892 0.033035613348459433 -0.11142392629918484 -0.039643391074519974 -0.13107659912293684 0.013014939193342415 -0.061446388508789598 0.12093520784374659 -0.1502959495911409 -0.092076448467626915 -0.10169716908280391 -0.020628041084933907 0.089398692673184385 0.022835579796252052 0.1100875021058626 0.08103863281610045 -0.10261131139835894 -0.14375204677242343 -0.083463469887716524 -0.10968362781511998 0.10438164381901915 0.11763209607146437 -0.036124121927086562 0.095108501687327623 0.11343602004741785 -0.10315436014286877 0.033601681184393925 -0.033814546225246982 0.069588294895164798 leaf_weight=8164.6183876925334 4.3043129383295282 4.3190232554115928 0.88226088514784207 2.1447266673785625 4.2912778370082405 2.8138132130698059 1.7146747859660534 1.2342609004117533 3.6935603288002312 1.8860671386355532 1.2214607825153505 0.89242882607868512 1.8369579724967477 6.3415636676363638 2.1200107401236901 1.2476738416589794 1.2750945126535955 1.5365724422281344 1.3867689530452478 2.5239736194489524 0.87462575733661707 1.0265898231882602 6.6557451660919469 1.65847379155457 4.1486221496306825 0.51452383212745179 0.43435195525671588 2.1916336438152939 19.158203624821912 3.0131283283699295 leaf_count=83949 177 409 54 34 29 31 14 14 44 20 31 90 12 62 27 34 14 33 25 18 4 88 127 13 75 4 91 16 564 72 internal_value=0 0.00705611 0.0152046 0.00461559 0.0104758 -0.0190881 0.0275341 0.0402679 0.00769324 -0.050814 0.0396419 0.0633801 0.012767 0.0461017 0.0154176 0.0247841 -0.0752225 -0.0193258 -0.0750122 -0.0349372 0.0794879 0.00590412 0.0962013 0.038823 0.0595893 -0.0856036 0.0142908 0.0884124 -6.06957e-05 -0.0197619 internal_weight=0 65.171 59.9032 44.6133 42.4686 15.5386 26.93 22.6387 12.3671 4.368 7.99908 6.77762 9.91308 15.2899 8.9483 2.48193 5.62548 2.81167 2.26903 4.64398 10.2716 1.90122 8.37042 7.64405 5.98558 5.2679 0.948876 5.88519 8186.79 22.1713 internal_count=86175 1590 1086 802 768 257 511 482 249 68 181 150 179 284 222 48 78 47 79 45 233 92 141 100 87 504 95 60 84585 636 is_linear=0 shrinkage=0.1 Tree=673 num_leaves=31 num_cat=0 split_feature=0 1 1 1 9 5 9 8 7 2 3 2 3 0 1 7 6 7 9 6 8 0 9 9 1 5 7 2 6 4 split_gain=0.3108 2.0286 2.13792 1.94775 3.0436 2.15707 2.13475 1.82628 1.93952 3.53488 3.28188 2.31128 1.88889 1.77426 2.39229 3.96128 2.70957 2.02095 3.06903 2.29723 2.18819 2.23591 1.8192 3.37072 1.69298 2.91843 2.65855 4.30358 3.84289 3.80588 threshold=0.59004998207092296 133.79336547851565 137.54299926757815 121.2915496826172 1.33274382352829 2.4500950574874882 1.5900974869728091 47.827284630000008 97.13147354125978 233.44899749755862 14.612899780273439 1548.749450683594 95.656948089599624 0.56020000576972973 87.354000091552749 100.14232635498048 56.91405105590821 86.454730987548842 1.5085163712501528 57.16821479797364 68.854262760000012 0.57029998302459728 1.1426048278808596 1.2944614887237551 105.36164855957033 2.7444100379943852 95.120311737060561 856.39001464843761 55.135643005371101 0.049060000106692321 decision_type=10 10 10 10 2 8 2 10 8 10 10 10 10 10 10 10 8 8 2 10 8 10 2 2 10 8 8 10 10 10 left_child=13 3 -3 24 5 -5 -6 12 10 -10 11 -9 -4 -1 16 17 22 -16 19 20 -19 -22 -15 -24 -2 26 27 -26 29 -28 right_child=1 2 7 4 6 -7 -8 8 9 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 23 -25 25 -27 28 -29 -30 -31 leaf_value=-6.3571867425322216e-06 -0.011183129563803539 0.066871219382065542 0.12089394783540795 -0.00059484412510134939 0.065655389810971743 -0.092815098684657094 -0.12193064916180874 0.048619788054125035 0.020741879704357487 -0.08105337876232406 0.07899982429272126 -0.069244216371193074 -0.0089580817440729054 0.087754002485101887 -0.10384515920459417 -0.058475554523332265 0.12908250505735971 0.055523175499576652 0.14205155248276222 -0.058353321854927621 0.066476124790094043 -0.095542922834391725 -0.10396591926783882 0.11328168962257422 0.10974406536158754 0.14401773221709688 0.067053456170830458 0.004439293228439627 0.018948776631909928 -0.08642234745236882 leaf_weight=7991.0814363101599 118.44204644660022 7.0731416599919603 2.5752680189907577 3.5770657799585033 3.453827300372267 8.7178546921531961 0.73592419322085323 2.7531798061900208 6.795127241057342 6.8502755912668363 5.8532958115101792 4.2046288375277072 1.9827080860268322 2.2937921321936274 1.1126743070781291 6.9763303705221906 3.9006034033991464 12.755936227771608 2.3581055862669009 3.0555120301432899 1.3894071795766643 2.2012128150090575 2.0754374029638716 1.0888912343652917 5.4924255461810416 1.6014291489555024 1.9678047855254615 13.2270915529225 14.914204232423115 9.0312760658641746 leaf_count=81658 2196 109 31 78 164 116 28 34 70 139 92 40 20 24 7 80 51 164 39 38 18 36 46 12 89 17 107 195 276 201 internal_value=0 -0.00371835 0.01726 -0.00812887 -0.0409014 -0.0659847 0.0327062 0.00594564 -0.00412648 -0.0303615 0.023817 -0.0226059 0.0644086 9.77611e-05 0.0213184 0.00748714 0.0654326 0.0276061 0.0343276 0.021235 0.0361117 -0.0328489 0.0199457 -0.0292079 -0.00484823 0.0113804 0.00662136 0.0353364 -0.0141221 -0.0589646 internal_weight=0 219.249 38.0876 181.161 16.4847 12.2949 4.18975 31.0145 26.4565 13.6454 12.8111 6.95781 4.55798 8030.29 39.2079 29.8492 9.35872 22.8728 21.7602 19.4021 16.3466 3.59062 5.45812 3.16433 164.676 46.2342 44.6328 18.7195 25.9133 10.9991 internal_count=86175 4002 535 3467 386 194 192 426 375 209 166 74 51 82173 515 382 133 302 295 256 218 54 82 58 3081 885 868 284 584 308 is_linear=0 shrinkage=0.1 Tree=674 num_leaves=31 num_cat=0 split_feature=8 9 8 9 4 9 1 9 5 2 3 1 4 4 8 0 4 3 4 0 8 5 3 4 4 9 9 2 9 9 split_gain=0.310491 5.57647 4.69742 3.90975 7.92053 5.99756 9.33401 7.64475 5.70008 3.96679 3.63493 3.34735 2.8511 3.95842 3.65949 3.88097 3.58878 3.38316 2.84032 2.72724 2.72388 6.49825 10.0261 14.7503 5.60192 13.2105 12.4728 11.9605 9.45868 7.5616 threshold=57.044835510000006 1.0399255156517031 56.065080170000009 1.0613657236099245 0.070001501590013518 1.0580517053604128 66.99499893188478 1.054794490337372 2.5729150772094731 119.61317062377931 26.082884788513187 104.39070129394533 0.080005999654531493 0.16000332683324817 56.807741540000009 0.5408499836921693 0.099062498658895506 180.31765747070315 0.14700999855995181 -0.63104999065399159 60.182958530000008 2.670010089874268 300.02999877929693 0.090002503246068968 0.14999667555093768 1.0580517053604128 1.0448677539825442 130.84089660644534 1.0564270019531252 1.1043708920478823 decision_type=10 2 10 2 8 2 10 2 10 10 10 8 8 10 10 10 8 8 8 8 10 10 8 10 8 2 2 10 2 2 left_child=2 -2 19 4 -4 6 -6 9 12 -8 -10 -11 -5 14 16 18 -14 -18 -16 -1 21 22 24 -24 28 26 -26 -27 -3 -30 right_child=1 20 3 8 5 -7 7 -9 10 11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 25 27 -28 -29 29 -31 leaf_value=-0.11609594804645323 -0.10430231323523667 0.12908716973473874 0.10488551307479024 -0.10634919439065194 -0.22012878579114617 0.12925132676551485 0.038907001387677026 0.073419088369900437 0.061396613273204725 -0.10812096665951616 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20.947250239551067 208.27628750930307 leaf_count=23 459 45 57 95 12 63 25 92 24 79 190 34 51 69 26 12 42 48 62 19117 60537 2259 426 18 89 132 72 568 106 1343 internal_value=0 0.000322166 -0.00115953 -0.0268154 -0.00402933 -0.024278 -0.0371773 -0.0189152 -0.0518052 -0.0515095 -0.100106 -0.074878 -0.0157678 0.00101511 0.0335786 0.111021 -0.00894428 0.048084 0.017512 -0.000149462 0.000405001 0.00656137 0.0145461 -0.0265519 0.0207136 0.0395763 -0.0297687 0.0572148 0.0120788 0.00865256 internal_weight=0 6434.46 1812.69 68.6619 35.9145 30.2843 27.937 25.4015 32.7474 18.7741 13.9929 14.9184 18.7545 15.8228 11.1126 3.93896 7.17365 4.34743 2.0869 1744.03 6429.37 646.426 395.554 51.6142 343.94 108.004 21.9012 86.1033 235.936 229.224 internal_count=86175 66054 20121 981 362 305 242 230 619 138 214 113 405 310 241 100 141 90 88 19140 65595 5058 2799 444 2355 861 161 700 1494 1449 is_linear=0 shrinkage=0.1 Tree=675 num_leaves=31 num_cat=0 split_feature=8 8 8 3 8 6 7 6 2 9 6 1 3 3 0 1 5 8 6 1 0 8 7 0 9 9 9 0 0 1 split_gain=0.330281 9.26398 8.83224 8.25458 8.57197 16.2904 12.962 7.61211 7.83808 7.56213 10.8311 8.73841 7.41591 6.7696 7.41977 11.7111 6.74212 6.49825 11.1612 13.6315 26.215 10.4104 18.6882 9.70622 9.08222 7.55844 7.47086 7.41824 5.62537 5.13727 threshold=70.628452205000016 70.190128230000013 71.117230790000008 85.202899932861342 70.87353305500001 55.479749679565437 96.289451599121108 56.262248992919929 749.58267211914074 1.2012907266616824 54.354694366455085 95.10858535766603 6044.5651855468759 31.272417068481449 0.27005000412464147 69.203296661376967 2.6962049007415776 69.472333410000019 58.295309066772468 90.188610076904311 0.57029998302459728 69.293986920000023 94.70849990844728 0.030000104568898681 1.1777723431587221 1.2560290694236758 1.1980048418045046 0.40495000779628759 0.24904999881982806 88.755001068115249 decision_type=10 10 10 10 10 10 10 8 8 2 10 10 10 10 8 10 10 10 10 10 8 10 10 10 2 2 2 8 10 10 left_child=1 17 3 4 5 6 13 -6 28 10 11 -3 -5 14 -2 -16 -11 21 19 -19 23 -1 29 -21 -22 27 -24 -25 -9 -23 right_child=2 9 -4 12 7 -7 -8 8 -10 16 -12 -13 -14 -15 15 -17 -18 18 -20 20 24 22 26 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00010591568721805974 0.11475999728693893 -0.035996982841884656 -0.00012728025257767643 0.088598753904061647 0.10762276076630815 0.096487708904346409 -0.21801218856493643 0.10358883553194567 -0.090881696287844635 -0.090938551811412249 0.07787030671707916 0.11296251065035774 -0.0067835225775777054 -0.10321643497488323 0.12289195520035108 -0.10965176758763653 0.0068614560882366005 0.057619605391079826 -0.077263842443836231 0.12248416713226642 -0.2617323767987732 -0.02806197260376856 -0.035627059422503014 0.0013829930204826129 -0.072138053297041191 0.11032217168313425 -0.16739561205981335 -0.16674620154891096 -0.052894448986454949 0.074553689484820579 leaf_weight=3843.4752106259239 4.5470314174890563 62.265513493985054 3984.1120109682161 30.990743930626195 12.141055936575869 8.3881837055087072 4.4937095269560805 7.2574222795665282 5.7525918520987025 27.494681035677786 11.672081112861632 4.2040849924087516 11.060541832586749 8.5755884870886785 3.1148686856031418 7.1066631507128477 9.4790120683610422 73.872779430414084 10.85056911036372 8.24185422004666 4.3024814873933774 11.411775358021261 6.5259402040392187 39.587958306132357 6.1214324841275811 5.9809228479862204 12.630369566380976 2.8106252700090328 3.3612743243575096 8.522006977349518 leaf_count=41726 22 332 41833 198 106 48 23 46 29 159 79 27 68 40 17 39 57 528 52 46 22 117 44 233 46 39 68 15 18 98 internal_value=0 -0.000632782 0.00063344 0.0290144 0.006607 -0.0256754 -0.0624859 0.047623 0.00312681 -0.0286047 -0.0109744 -0.0265756 0.0635108 -0.0325473 0.00848772 -0.0387873 -0.0658654 0.000165368 0.0204646 0.0279897 -0.00465765 -0.000628127 -0.0519737 0.0221721 -0.150393 0.00508309 -0.122506 -0.00976238 0.0540551 0.0158078 internal_weight=0 4149.45 4090.9 106.79 64.7384 36.226 27.8379 28.5123 16.3713 115.115 78.1417 66.4696 42.0513 23.3442 14.7686 10.2215 36.9737 4034.33 151.769 140.918 67.0453 3882.57 39.0901 56.6214 10.4239 48.3795 19.1563 42.3986 10.6187 19.9338 internal_count=86175 43688 42487 654 388 189 141 199 93 654 438 359 266 118 78 56 216 43034 981 929 401 42053 327 333 68 287 112 248 64 215 is_linear=0 shrinkage=0.1 Tree=676 num_leaves=31 num_cat=0 split_feature=1 9 9 2 8 9 1 9 9 1 4 2 2 3 1 3 1 3 9 9 9 2 8 3 9 8 9 9 5 6 split_gain=0.36961 1.86334 8.77815 11.8796 5.02746 4.29356 5.10265 4.71919 4.11849 4.07202 4.02688 3.98839 8.30572 4.46395 4.02639 3.99099 3.64167 4.17035 4.00469 5.9731 3.56641 3.38961 3.27787 4.57209 6.82483 5.80191 11.1783 7.03859 7.44874 6.93144 threshold=71.956893920898452 1.1392991542816164 1.1243017911911013 154.21499633789065 83.598192555000011 1.1912651062011721 62.174999237060554 1.1828010082244875 1.2375842332839968 66.378250122070327 0.10000333562493326 444.61189270019537 214.95999908447268 386.97500610351568 71.550888061523452 9.9818997383117694 68.712821960449233 4952.9711914062509 1.2560290694236758 1.2509382963180544 1.2358905673027041 585.38000488281261 84.209998250000012 183.43103790283206 1.1929618716239931 75.824262485000006 1.2012907266616824 1.1996469497680666 2.5960299968719487 51.881221771240241 decision_type=10 2 2 10 10 2 10 2 2 10 8 10 10 8 10 10 8 8 2 2 2 10 10 10 2 10 2 2 8 8 left_child=1 2 -1 4 -4 6 -3 9 20 -8 -5 12 -11 -14 15 -13 17 -10 19 -18 22 -21 23 25 -25 27 -27 28 -7 -29 right_child=-2 5 3 10 -6 8 7 -9 16 11 -12 14 13 -15 -16 -17 18 -19 -20 21 -22 -23 -24 24 -26 26 -28 29 -30 -31 leaf_value=-0.0015266169576725382 0.00023087197907204653 -0.003236068879577992 -0.033701085351003177 8.5517090107616641e-05 0.12363518377518781 0.068115106438554715 0.057112286969868288 0.090421626058466972 0.0086623653246430295 0.027964929123265665 -0.095845368945283338 0.15294554189983317 -0.11279076132104911 0.024027022514862446 -0.057163376266273935 0.032426021491022632 -0.026293274556865066 0.14289869214559364 -0.0061109167252649949 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-0.0520712 0.0547828 0.0012945 0.0135425 0.0293658 -0.00469683 0.0215516 -0.0799411 0.00849332 -0.0184969 -0.0790195 0.0315328 0.0446522 0.00289103 0.0103892 -0.0162596 -0.071559 -0.0185113 -0.190815 -0.0150853 -0.0178516 -0.0516402 -0.00737631 0.0404653 -0.0196751 -0.0497585 0.0101525 internal_weight=0 872.81 287.711 39.8909 8.25212 585.099 192.196 98.9138 392.903 87.6908 31.6388 64.1384 29.5368 12.8274 34.6016 30.1431 253.605 182.248 71.3572 11.065 139.298 3.04438 133.192 129.176 30.57 98.6056 20.165 78.4406 39.0528 39.3877 internal_count=86175 12497 4593 469 98 7904 2178 857 5726 704 371 499 248 101 251 221 3788 2362 1426 145 1938 50 1867 1415 561 854 247 607 303 304 is_linear=0 shrinkage=0.1 Tree=677 num_leaves=31 num_cat=0 split_feature=9 9 8 4 8 8 8 6 1 3 7 9 6 6 8 8 8 8 9 1 8 8 6 9 2 1 2 8 8 7 split_gain=0.334502 4.52191 7.84572 5.05443 4.36586 12.7837 11.6516 7.44944 6.13861 10.0843 7.40507 5.26391 8.04985 7.72487 10.2064 12.0663 5.47046 9.31041 13.3577 13.0539 9.23588 13.8075 7.85542 7.9674 6.29718 5.67741 5.20035 4.91192 5.88553 6.83217 threshold=1.1059830784797671 1.1076380610466006 30.368199260000001 0.052423998713493354 65.747008215000008 66.558369800000023 63.602178550000012 55.852941513061531 125.68610000610353 50.295619964599616 102.27501678466798 1.1026969552040102 57.590518951416023 52.488489151000984 71.361888165000025 83.507371530000015 69.472333410000019 68.854262760000012 1.0861997008323672 89.323200225830092 66.889917430000011 67.264778700000008 54.552045822143562 1.0977049469947817 173.82878112792972 78.381099700927749 498.66499328613287 64.489505505000025 65.243336400000018 92.67895889282228 decision_type=2 2 10 8 10 10 10 8 10 10 8 2 10 8 10 10 10 10 2 10 10 10 8 2 10 10 10 10 10 10 left_child=4 3 -3 -2 6 7 -1 26 9 -8 -10 16 13 -13 -15 -16 17 18 20 -19 -7 25 -20 -24 -23 -22 -6 -11 29 -29 right_child=1 2 -4 -5 5 11 8 -9 10 27 -12 12 -14 14 15 -17 -18 19 22 -21 21 24 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00054308289008521101 -0.026927811707645601 -0.11023066728937142 0.00031422887211417233 0.056611338201555339 0.10608778879993384 0.12430723591951426 -0.0044288678746893882 -0.093917494294387685 -0.12117412536430716 0.11518752705767099 0.030379503073771116 0.013793277097297588 0.069699966138366612 0.048317844870805877 -0.13466770848944562 0.025479099283261083 0.0056513988103026819 -0.13870174368525096 0.063973728682741635 0.035648200063507898 0.00015658138799641783 -0.042540892787588824 -0.13882352606109491 0.0084493154266961981 0.059716776850402289 -0.15394691495089496 -0.10589721097971508 -0.056861170935148114 0.10560206378023634 0.071820662559991505 leaf_weight=1919.4129336348024 9.779759409837423 6.4275243599677188 5715.4315115298859 27.916879857308231 3.53661071872921 7.5446790331043294 23.112767952814465 25.727431889623404 4.9517819629982087 19.176288366666995 9.2399799227714539 13.838836792157961 6.5017371922731391 5.5774566680192939 21.701234887819741 6.0071030613034955 288.41637515330513 13.472044995054604 3.5920082703232792 6.3036860562860957 3.7926182036608207 7.8779370259726411 13.184041365515442 5.0922666490077964 25.565160777892743 6.4675976764410734 1.7200739231775513 7.7581348940730157 11.126989626616703 8.8128114097780763 leaf_count=16946 70 3312 60763 270 52 63 254 130 60 196 99 97 48 25 151 42 2655 107 21 39 45 49 112 22 229 36 40 43 113 86 internal_value=0 0.000417481 0.000190051 0.0349385 -0.00097367 -0.00969291 0.00105392 -0.0717534 0.0374682 0.0496284 -0.0225005 -0.00527181 -0.0346071 -0.0489983 -0.0751044 -0.0999483 -0.00114616 -0.0222516 -0.00578687 -0.0831262 0.0221339 0.00449535 -0.0712188 -0.0977894 0.0356287 -0.0969836 0.0367228 0.076283 0.049348 0.0115748 internal_weight=0 5759.56 5721.86 37.6966 2469.51 465.919 2003.59 30.9841 84.1788 69.987 14.1918 434.935 53.6264 47.1246 33.2858 27.7083 381.308 92.892 73.1163 19.7757 51.248 43.7033 21.8683 18.2763 33.4431 10.2602 5.25668 46.8742 27.6979 16.5709 internal_count=86175 64415 64075 340 21760 3963 17797 222 851 692 159 3741 363 315 218 193 3378 723 577 146 422 359 155 134 278 81 92 438 242 129 is_linear=0 shrinkage=0.1 Tree=678 num_leaves=31 num_cat=0 split_feature=7 7 7 3 3 5 6 5 5 4 4 9 7 6 1 6 9 0 9 2 9 3 6 6 4 9 6 6 5 1 split_gain=0.35169 1.50058 1.88154 2.03793 2.59577 2.01213 2.55292 2.2458 1.73194 1.70434 4.73497 4.07105 4.65316 4.13133 7.2046 5.46297 4.91978 4.66907 4.70799 4.42885 4.00897 4.21216 3.89671 4.38861 4.13732 3.94915 4.76806 3.19239 6.95016 4.8593 threshold=97.963802337646499 98.23557281494142 98.310241699218764 3490.775024414063 362.83680725097662 2.6199631690979008 53.723968505859382 2.5300999879837041 2.68000340461731 0.056494999676942832 0.051726499572396285 1.3268429040908816 101.54062652587892 52.372661590576179 89.037445068359389 51.302978515625007 1.2276334166526797 0.099210001528263106 1.2762882113456728 292.52249145507818 1.1342637538909914 142.42850494384768 52.576929092407234 53.366773605346687 0.039905000478029258 1.1026969552040102 55.135643005371101 58.975288391113288 2.6399934291839604 129.5018005371094 decision_type=8 8 8 10 8 10 8 8 10 8 10 2 10 10 10 8 2 10 2 10 2 10 10 10 10 2 10 8 10 10 left_child=-1 -2 3 4 5 7 -7 -3 -8 10 11 12 13 15 -15 -4 19 18 22 -17 27 -22 -16 -24 25 -25 -27 29 -29 -19 right_child=1 2 9 -5 -6 6 8 -9 -10 -11 -12 -13 -14 14 17 16 -18 20 -20 -21 21 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=-0.00075908564571464815 0.015792782149209341 -0.073177221993505723 -0.025424464339529985 0.061151483281233265 -0.10702491132697867 0.044714092628233289 -0.13687278361549288 0.042784097284756691 -0.025702358436985203 0.00096532920566959151 -0.047078817742042707 -0.045120783839530318 0.028220411906472911 0.041808163575778573 -0.16940914952410194 -0.052667133891259668 -0.10257106047709733 0.02038769342231872 0.14299073334444812 0.079719868228697865 0.0017470790940504102 -0.11694101912837607 0.05848341244475852 -0.2039150772656535 0.004122842733824658 -0.13032463027547858 0.031592034497595893 0.0052597552464334306 -0.23142942906631792 -0.048568161842398733 leaf_weight=3502.9099125484108 63.824306961472757 2.2506126131265853 15.59961473168323 2.2969669662998049 4.3250579838131662 1.8497694617617515 3.346825062231801 6.475037058815361 2.4108227401447948 4371.3030823633153 26.906535957259621 20.712010786545193 49.413039101007598 18.458685161458561 1.444453801435883 2.8917052930919516 1.9464925869833667 17.612868445925415 2.1723770366224917 20.034639359859284 4.0056879242329151 11.794056590209946 9.1463609567144868 1.9208597894758002 20.779107278038282 3.3651796513004228 3.9574842900037766 2.6819797484204164 2.3084519256372005 24.345693241804838 leaf_count=37378 615 27 391 22 36 24 27 50 19 42678 279 1576 483 411 28 69 340 163 34 301 228 329 122 13 180 46 41 44 17 204 internal_value=0 0.000563475 0.000354701 -0.0282043 -0.0381398 -0.0198987 -0.0574889 0.0128741 -0.0903239 0.000496209 -0.00734581 -0.00278861 0.00131084 -0.00677403 -0.015829 0.0209672 0.0500629 -0.0259101 -0.000437706 0.0630219 -0.0432788 -0.0868502 -0.00810957 -0.00216124 -0.0206366 -0.0762948 -0.0428179 -0.0286157 -0.104227 -0.0196227 internal_weight=0 4719.58 4655.76 22.9551 20.6581 16.3331 7.60742 8.72565 5.75765 4632.8 261.497 234.591 213.879 164.466 123.993 40.4725 24.8728 105.535 42.7858 22.9263 62.7487 15.7997 40.6134 39.169 30.0226 9.24352 7.32266 46.949 4.99043 41.9586 internal_count=86175 48797 48182 205 183 147 70 77 46 47977 5299 5020 3444 2961 1860 1101 710 1449 464 370 985 557 430 402 280 100 87 428 61 367 is_linear=0 shrinkage=0.1 Tree=679 num_leaves=31 num_cat=0 split_feature=0 9 1 2 7 5 6 2 1 6 7 6 5 8 8 6 6 6 2 9 2 2 4 7 9 1 7 6 2 9 split_gain=0.327866 0.676041 0.691806 0.746739 0.964074 0.839055 0.693189 0.659588 0.585461 0.347402 0.339647 0.334847 0.33414 0.331578 2.93454 5.33911 1.5781 1.91968 1.67913 2.12872 1.59531 1.48273 1.26426 2.85925 5.70698 3.82399 2.66421 2.36016 2.55457 7.09335 threshold=1.4203000068664553 1.137657165527344 114.81845092773439 206.01550292968753 99.113479614257827 2.3562499284744267 59.888229370117195 115.81000137329103 46.343500137329109 50.523035049438484 106.59830856323244 58.665687561035163 2.310500025749207 88.018790025000015 87.952414245000014 50.41822814941407 56.420606613159187 57.735210418701179 123.49499893188478 1.204683840274811 146.12154388427737 2027.1029052734377 0.030000999569892887 93.792598724365249 1.116006135940552 123.35924911499025 94.944957733154311 51.393583297729499 352.41999816894537 1.1043708920478823 decision_type=10 2 10 10 10 10 10 10 10 8 8 8 10 10 10 10 8 10 10 2 10 10 8 8 2 8 8 8 10 2 left_child=13 7 3 5 -5 6 12 8 -2 -4 -7 -10 -3 14 -1 21 18 -18 19 -15 -20 -16 -22 24 -24 -26 -25 -28 -29 -30 right_child=1 2 9 4 -6 10 -8 -9 11 -11 -12 -13 -14 16 15 -17 17 -19 20 -21 22 -23 23 26 25 -27 27 28 29 -31 leaf_value=3.4696620331837518e-06 0.097749064505980726 -0.092488764718016772 0.076557268633208275 -0.017281986952625238 0.11910281058516561 -0.0088487685227438134 0.095797978779971538 -0.1106444693658216 0.019513753223727115 -0.089409516797408051 -0.11894858904266332 -0.074670662279503891 0.046179367822979753 0.10204104675965311 -0.027962880616784275 -0.12115692052187102 -0.10324716153901198 -0.0039516413644236628 -0.090556487514469791 -0.033584607489732153 0.0010723473722176111 0.060185851208966225 -0.058759021998899479 -0.074594742501547379 0.10303803059553707 -0.026044114300506394 0.070635437653831665 0.027312946416118977 -0.55590393822288597 -0.039564861148750421 leaf_weight=8013.1222603164852 0.3527283626932548 0.445773452159415 0.14426144387834905 0.88947210684273192 1.24202965583936 0.4401172497309741 0.81268464624008629 1.2931324876335564 0.56206619381282474 1.0030264985000485 0.7710869028196613 1.1493882609947832 0.2847832334746272 3.8078059433028093 4.9886378464288992 5.6212743968571877 2.9300273551380069 5.803369693850982 1.7462101318960765 1.6625586543959796 132.8770884642372 3.0903150602243841 3.8603657046332982 4.3913161345117286 11.793627872306384 2.8495150660164663 4.8131933908152833 4.4260687298956336 0.29814521968364749 2.4724020673020277 leaf_count=80854 31 41 19 32 22 21 24 53 45 126 37 121 19 78 39 250 261 295 55 116 2455 25 40 86 211 37 154 179 4 445 internal_value=0 -0.0186756 0.00133974 0.0177486 0.0621897 -0.0166417 0.0322539 -0.0546439 -0.0195616 -0.0685406 -0.0789414 -0.0437391 -0.0384336 2.05538e-05 -7.55912e-05 -0.0463175 0.00422091 -0.037265 0.00629129 0.0608216 0.0045317 0.00575527 0.00552134 0.022458 0.049404 0.077919 -0.00794204 0.0164291 -0.0198248 -0.0951293 internal_weight=0 9.39055 6.03324 4.88595 2.1315 2.75445 1.54324 3.35732 2.06418 1.14729 1.2112 1.71145 0.730557 8210.55 8026.82 13.7002 183.732 8.7334 174.998 5.47036 169.528 8.07895 167.782 34.9046 18.5035 14.6431 16.4011 12.0098 7.19662 2.77055 internal_count=86175 591 341 196 54 142 84 250 197 145 58 166 60 85584 81168 314 4416 556 3860 194 3666 64 3611 1156 288 248 868 782 628 449 is_linear=0 shrinkage=0.1 Tree=680 num_leaves=31 num_cat=0 split_feature=7 0 6 6 3 1 9 7 3 0 2 1 8 4 1 2 9 9 8 2 4 7 8 6 2 9 5 5 3 0 split_gain=0.301824 2.9051 2.93574 2.2857 2.43043 2.51616 2.16423 2.05797 4.23132 2.90928 2.9518 2.09605 5.21237 5.01744 5.01672 3.74915 4.56073 4.38957 4.42149 4.29683 3.61782 3.25661 6.23097 3.92387 3.81692 5.17743 3.20435 3.84935 3.18157 3.09151 threshold=89.022712707519545 -0.079846628010272966 58.570875167846687 55.135643005371101 2305.724975585938 80.055000305175795 1.1243017911911013 88.962146759033217 899.02999877929699 0.31605000793933874 3630.560668945313 100.96319961547853 85.351314280000011 0.020010000094771389 114.29119873046876 1933.2100219726565 1.0777724981307986 1.1326038241386416 87.489998390000011 297.30000305175787 0.080005999654531493 88.284236907958999 60.333021200000012 50.17073059082032 4285.2539062500009 1.27454149723053 2.689985036849976 2.6399934291839604 563.16000366210949 0.072695001959800734 decision_type=8 10 8 10 8 10 2 8 10 8 10 10 10 10 10 10 2 2 10 10 8 10 10 10 10 2 10 10 8 10 left_child=1 -1 3 7 5 -5 -7 11 9 10 -9 12 13 -3 15 17 -17 19 20 -13 -19 24 -23 -24 28 -26 27 -14 -18 -15 right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 -12 14 26 29 -16 16 21 18 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.11626370406212357 -0.00016304833692209087 -0.12372259004853246 0.054498621461475841 -0.097552559870967781 -0.129140892662858 0.045208719101974416 -0.03480628491589767 0.029263366607451727 0.14745546538771889 0.10089604286457571 -0.091730988348048992 -0.14140313994198125 -0.0059329062194944287 -0.018072539366866161 0.0065383481173979302 -0.10878969443040919 0.079248232070994643 -0.17109952838547166 -0.032365385852882532 0.063599423837161134 -0.031270673589802338 0.085427870391227415 0.044097508864701269 -0.096225256368733345 -0.068006514081415947 0.010628137376878498 0.0082730827690449989 0.13615916720161442 -0.035264007173338177 0.012703787954646453 leaf_weight=2.060487678856588 7664.6853484943922 2.9940505397116786 10.727734646105089 3.3014228242682355 2.275945747322111 5.935589340515433 7.8522375885295332 5.3728786126957839 2.930692839546281 2.8203403541774597 3.2275102385701757 1.306493191281336 2.5778090287349205 40.609206557870493 174.4590726708775 4.483402127865701 10.402920718082893 6.3022592596207678 9.6422397648930183 4.7022857081610709 2.6194041743874577 3.065175928175452 2.4081070908941902 11.554246207957474 10.916344034019856 35.93991435226053 6.3790726308834556 7.3216090290807188 3.1642615335058517 166.30001535357769 leaf_count=53 78759 66 144 27 26 62 84 62 44 37 48 25 57 591 2599 67 100 146 119 61 21 22 33 181 161 522 251 83 54 1670 internal_value=0 0.00225466 0.00269738 0.00166994 -0.0320651 -0.0191365 -0.000360233 0.00292264 0.040266 0.0127599 -0.0161428 0.00186589 0.00903115 0.00480363 -0.00390225 -0.021004 -0.0107293 -0.0552637 -0.0793098 0.0190256 -0.130046 -0.00505283 -0.0436803 -0.0720236 0.00583251 -0.00769178 0.063543 0.0991584 0.0525406 0.00666345 internal_weight=0 553.653 551.592 540.865 19.3652 17.0892 13.7878 521.499 14.3514 11.4207 8.60039 507.148 226.182 209.903 280.966 106.507 81.9344 24.5727 18.5639 6.00878 8.92166 77.451 17.0275 13.9624 60.4234 46.8563 16.2785 9.89942 13.5672 206.909 internal_count=86175 7416 7363 7219 199 173 146 7020 191 147 110 6829 2718 2327 4111 1512 1140 372 286 86 167 1073 236 214 837 683 391 140 154 2261 is_linear=0 shrinkage=0.1 Tree=681 num_leaves=31 num_cat=0 split_feature=6 4 7 0 9 9 5 4 0 0 6 1 7 3 0 0 7 5 1 2 9 1 8 8 7 0 3 1 0 5 split_gain=0.345358 2.77726 3.9262 2.9795 1.89254 3.08196 2.06787 1.99876 2.32291 2.41943 1.88808 4.21789 6.26004 3.32319 3.76179 3.22633 3.42626 3.14253 3.04336 3.95553 2.96205 3.38591 2.94772 9.05102 4.22337 4.12819 4.33235 3.81806 3.80145 3.48389 threshold=51.514183044433601 0.10000333562493326 87.448143005371108 0.15000005066394809 1.0811170935630801 1.0465513467788699 2.6440050601959233 0.11000333353877069 0.17277343571186068 0.12254672870039941 52.433956146240241 188.28499603271487 88.833370208740249 2009.330017089844 0.028716756962239746 0.10262840241193773 89.338031768798842 2.6798100471496586 42.885000228881843 604.50000000000011 1.137657165527344 135.81590270996097 60.522278915000008 60.968498590000003 88.570766448974624 0.30001319944858557 272.27499389648443 85.923751831054702 0.38492329418659216 2.7066066265106206 decision_type=8 8 10 10 2 2 10 10 10 10 8 10 8 10 10 8 10 10 10 10 2 8 10 10 10 10 10 10 10 8 left_child=1 -1 3 -3 5 6 -4 -6 9 -9 11 13 -13 18 -15 16 -14 -16 19 -2 -19 -22 25 24 -24 29 27 -27 -29 -20 right_child=10 2 4 -5 7 -7 -8 8 -10 -11 -12 12 15 14 17 -17 -18 20 22 -21 21 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00068231722171506178 -0.13296968818995109 -0.023782775828534761 0.018676668115054182 0.13369925423920503 -0.11035596612222516 0.04503679640754471 -0.10371908737334011 -0.038798821624671728 -0.078580206466536309 0.088630994139256236 -0.00023107121681041468 -0.05618634649944157 0.14250096908430779 0.042387352266443475 -0.047481151997397684 0.1686394726986031 -0.0023725843545468377 0.094278345551041809 -0.00017844703743460341 0.045945687385522724 -0.046412456238301321 0.15571717659883688 0.012825021604561017 0.011771741346254777 0.17809697123787832 0.11412008558125822 0.085073174757517897 0.039577211956502018 -0.039355787606477934 -0.0352607391343625 leaf_weight=743.00777797353476 3.3983584744555619 2.3945278034370849 2.1749077034619422 2.4110633203672478 5.7010242796059201 5.4570486062439159 3.7783795231953263 4.6929935086518508 7.5914800722384825 2.1830167867301498 6908.5902487718822 3.5266333205800011 2.715611845254899 8.1479995398622105 31.862169853506202 3.9921161803067653 4.0928029420319945 3.284079048142301 116.84742781613022 1.9417284615919923 6.3555657603665168 0.9530010164817212 2.2613794934004536 258.33892591179392 4.888886297121644 3.0234540731289625 9.891805590130387 10.82661963067949 13.979986747581277 37.356362717255251 leaf_count=11288 51 23 32 43 77 52 55 39 100 26 67079 42 22 137 513 39 29 79 942 44 479 64 43 4096 27 46 98 93 134 383 internal_value=0 -0.00200328 -0.0289787 0.0552292 -0.0417933 -0.00924618 -0.0590044 -0.0602068 -0.0404451 0.00165799 0.000209306 0.00597484 0.0594916 0.00448125 -0.0198495 0.0972633 0.0554118 -0.0317941 0.00714185 -0.0679136 0.0153917 -0.0200558 0.00801809 0.0148435 0.125827 -0.0014235 0.0282292 0.00802481 -0.00490619 -0.00867724 internal_weight=0 779.392 36.3844 4.80559 31.5789 11.4103 5.95329 20.1685 14.4675 6.87601 7436.28 527.685 14.3272 513.358 50.6028 10.8005 6.80841 42.4548 462.755 5.34009 10.5926 7.30857 457.415 265.489 7.15027 191.926 37.7219 27.8301 24.8066 154.204 internal_count=86175 11735 447 66 381 139 87 242 165 65 74440 7361 132 7229 1272 90 51 1135 5957 95 622 543 5862 4166 70 1696 371 273 227 1325 is_linear=0 shrinkage=0.1 Tree=682 num_leaves=31 num_cat=0 split_feature=1 6 6 0 4 3 3 0 9 6 0 4 3 9 8 1 2 8 4 2 7 1 0 4 3 9 2 2 6 0 split_gain=0.332074 3.15908 3.58716 4.26164 3.76453 2.78599 3.22124 3.92126 4.02072 3.75119 2.77564 2.65194 2.97515 2.53539 2.44356 3.41395 3.73813 2.42856 2.41047 3.03786 3.1754 2.27367 2.19654 4.56266 2.3989 2.90886 2.89765 2.54923 2.15349 2.76972 threshold=211.64724731445315 53.154035568237312 54.664556503295906 -0.037466512992978089 1.0000000180025095e-35 115.26855087280275 248.45815277099612 0.044505000114440925 1.0845726132392886 53.52466011047364 0.0140050002373755 1.0000000180025095e-35 15.033600330352785 1.087821424007416 61.931032750000007 241.24684906005862 899.12002563476574 22.435539010000003 0.059998499229550369 10274.441406250002 88.570766448974624 241.24684906005862 0.46015000343322759 0.010049999691545965 73.653854370117202 1.1442847251892092 3040.8686523437505 12356.027832031252 59.189291000366218 0.18521668761968615 decision_type=8 8 10 8 8 10 10 8 2 8 8 8 8 2 10 10 10 8 8 10 8 8 10 8 8 2 10 10 10 10 left_child=11 18 3 -3 -5 10 7 8 -7 -8 -6 12 -1 -10 -11 16 -16 -9 19 -2 -21 -22 23 -12 25 -25 -27 -26 29 -4 right_child=1 2 28 4 5 6 9 17 13 14 22 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 24 27 26 -28 -29 -30 -31 leaf_value=-0.32796089444358656 0.064889818876152486 0.091858990101809521 0.045586013519199296 0.10266897214727598 0.10509739063463626 0.070913291930090924 -0.17687079012547391 -0.07137816048510949 -0.13797036679207916 -0.056071740758028947 -0.34431920539848715 0.00012086961969712063 -0.051691420225398958 -0.031742637978736769 -0.19262787164914269 0.072548871319466565 0.026427512026842639 0.061753757965787193 -0.074177682281423005 -0.073331586084592712 0.075474498209254726 -0.017265908101927518 0.10655324993137538 0.059444955316916549 -0.13726188833599909 -0.12488857934930107 0.049546128850844286 0.047449128418760533 -0.047082499952883709 -0.02457971576435496 leaf_weight=0.44759841268734168 13.87749131873551 3.0115394797176123 19.821254396811131 2.0927420227908442 0.86270192475058138 3.0397135841194549 2.0507609122432795 1.5761983934789885 2.9712600335478774 18.005021109009252 0.65760371927171868 8069.4951892229128 3.0187204669437051 9.2152699353173357 1.3375245269853615 4.1264341059140861 1.8655993472784755 10.484247158816288 2.3450097893364754 4.2404555007815334 5.286107273772358 5.2881332016550013 0.61178163811564523 2.2782567478716347 6.3616925352405937 3.5175307529761994 1.3058526515960691 0.84661053121089924 4.7696479037404051 7.8554007490165523 leaf_count=14 164 40 171 60 37 42 13 18 14 156 10 84179 142 78 15 34 35 144 38 32 35 30 12 31 400 86 12 4 49 80 internal_value=0 -0.00483417 -0.0128708 -0.0247254 -0.0295213 -0.0334114 -0.022557 0.00176016 -0.0319781 -0.0467866 -0.069504 8.33053e-05 -0.0873655 -0.0576426 -0.0362566 0.0124191 -0.0650432 0.0443545 0.0233031 0.0312702 -0.00022258 0.0290954 -0.0791725 -0.0867638 -0.074928 -0.0336779 -0.0776632 -0.115568 0.0149762 0.025671 internal_weight=0 139.702 108.665 76.2183 73.2068 71.1141 54.672 27.2867 15.2262 27.3853 16.442 8072.96 3.46632 12.1865 25.3346 7.32956 3.20312 12.0604 31.0372 28.6922 14.8147 10.5742 15.5793 14.9675 14.3099 7.10164 4.82338 7.2083 32.4463 27.6767 internal_count=86175 1840 1541 1241 1201 1141 549 296 134 253 592 84335 156 92 240 84 50 162 299 261 97 65 555 543 533 129 98 404 300 251 is_linear=0 shrinkage=0.1 Tree=683 num_leaves=31 num_cat=0 split_feature=7 9 6 9 5 8 8 8 9 6 4 8 8 9 8 6 4 1 0 3 3 4 5 6 4 5 1 6 9 6 split_gain=0.337194 1.92396 5.21032 4.1555 7.33265 5.37633 9.08799 6.52136 3.9375 7.30021 7.38793 7.73568 9.06412 4.50151 7.3497 5.23459 4.38824 4.10033 3.6927 3.2465 3.15512 3.61862 3.13856 5.55046 4.27468 3.01807 2.97613 2.80556 3.09232 2.76558 threshold=97.049575805664077 1.0514340996742251 68.044853210449233 1.048164486885071 2.6658649444580083 50.568756935000003 49.091092425000006 53.053214340000004 1.0613657236099245 50.471309661865241 0.051002999767661102 56.489202475000006 40.321323380000003 1.063004791736603 53.053214340000004 52.283020019531257 0.067473500967025771 135.81590270996097 0.047004999592900283 450.58499145507818 97.74499893188478 0.1272619962692261 2.7161099910736088 51.940803527832038 0.077362999320030226 2.5399399995803837 93.620300292968764 58.767860412597663 1.0148731470108034 53.308040618896491 decision_type=8 2 8 2 10 10 10 10 2 10 10 10 10 2 8 10 10 10 8 8 10 10 8 10 8 10 10 10 2 10 left_child=1 2 3 5 -5 6 -1 -7 9 -3 19 12 22 14 15 -10 17 -16 -9 -11 -6 -22 23 -12 -25 -13 -8 28 -20 -14 right_child=-2 8 -4 4 20 7 26 18 13 10 11 25 29 -15 16 -17 -18 -19 27 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0036747144767563531 0.00051723130860370568 -0.11277762499338528 -0.09626105061821949 0.081987932333977998 0.043972506017440127 -0.10794418807099336 0.02673061113408717 0.16001247685324119 0.026845801084146432 0.071200149272103233 -0.12040189279250656 0.0041699190004831866 -0.1170140451525794 -0.0012265937586272196 -0.10487010437414944 0.16951479519073373 -0.21223255984261652 0.1956432512175689 0.11072908145080324 -0.06354247671855201 -0.096345312077425471 0.043381213139733255 0.11004388796991882 0.074370463736982348 -0.022415416053250935 0.12136957914642948 0.11847410522653967 0.12679803433878942 -0.049880077816018713 -0.055017272789306432 leaf_weight=245.20193154758772 4974.6842995144161 8.1022508499881933 4.8555549085140219 19.120925504714251 5.843302856956142 9.0971468687057513 5.6872318424284449 1.3171629550342894 5.1654709614813292 12.335144447832132 3.6720456620678368 4.6030255854129773 10.769557740539311 2811.8655139112661 1.054110213641253 5.1215935051441193 1.3553660613251848 0.79757685959339131 1.3575399918481696 2.0913250175872244 5.7719229867798258 2.730176942422986 2.5131687298417082 7.2681462652981281 12.261981872841718 4.2039844162500231 9.3475502338260394 1.2460943013429631 10.251644892792681 21.679892525076866 leaf_count=2147 51257 163 35 141 45 151 32 46 37 128 38 25 59 30998 49 27 11 4 27 47 76 28 22 45 111 41 76 8 192 109 internal_value=0 -0.000794107 0.00654333 0.00811815 0.0414438 0.00418425 0.00830211 -0.0418681 -0.00160423 -0.0222545 -0.013244 -0.0272266 -0.0404513 -0.00095008 0.0566691 0.097876 -0.0755076 0.02457 0.000545504 0.0516673 -0.0125974 -0.0514766 0.00389322 -0.0076046 0.0136035 0.0601146 0.0837701 -0.0157936 -0.031099 -0.0755932 internal_weight=0 3236.69 321.828 316.973 33.4663 283.506 260.237 23.2696 2914.86 89.5005 81.3983 66.9718 58.1648 2825.36 13.4941 10.2871 3.20705 1.85169 14.1724 14.4265 14.3454 8.5021 25.7153 23.2022 19.5301 8.80701 15.0348 12.8553 11.6092 32.4495 internal_count=86175 34918 3004 2969 290 2679 2255 424 31914 788 625 450 384 31126 128 64 64 53 273 175 149 104 216 194 156 66 108 227 219 168 is_linear=0 shrinkage=0.1 Tree=684 num_leaves=31 num_cat=0 split_feature=9 9 9 0 9 9 5 2 9 0 4 8 7 9 2 4 8 5 9 3 1 1 1 3 6 8 4 7 1 8 split_gain=0.300102 3.73128 8.32615 10.5026 5.14429 13.4556 10.249 11.5898 9.01289 6.6642 6.03675 7.22403 6.57242 5.74243 7.27085 4.96945 14.6058 9.67228 8.76075 6.4774 7.28104 6.07057 11.0363 7.8417 6.46418 7.97681 7.97897 5.88717 6.29216 5.78547 threshold=1.1761901974678042 1.1861543059349062 1.1844688057899477 0.09000007808208467 1.1895753145217898 1.1912651062011721 2.6510967016220097 466.54255676269537 1.1878084540367129 0.15000005066394809 0.10101667046546937 59.392466590000005 94.999534606933608 1.1878084540367129 267.69500732421881 0.12140499800443651 75.253016200000005 2.5920299291610722 1.1777723431587221 10.395199775695803 91.284999847412124 162.71350097656253 181.95790100097659 52.958499908447273 54.950485229492195 73.35557599000002 0.037223499268293388 101.39843368530275 78.381099700927749 70.87353305500001 decision_type=2 2 2 8 2 2 8 10 2 8 10 8 10 2 8 8 8 8 2 10 10 10 8 10 10 10 8 10 8 10 left_child=-1 2 15 -4 6 10 8 13 9 -3 11 -6 -12 -8 -15 19 17 -17 -18 27 -21 23 -23 -22 25 26 -25 28 -2 -30 right_child=1 4 3 -5 5 -7 7 -9 -10 -11 12 -13 -14 14 -16 16 18 -19 -20 20 21 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.00060009570228692071 -0.239893476440703 -0.1832203274410045 -0.0050611944361700027 0.10219857428804557 0.19710241585335242 -0.00024198148639220621 0.012178174242440182 0.067917991668109648 0.006977105272648239 -0.035389461084111729 -0.096869827166644301 0.061114519672050262 0.061138461705797842 -0.032590413678116582 -0.17424197429534236 -0.011107708641250033 0.074152028590387845 0.077337496342086046 -0.066613497080118725 0.047172240218755525 0.062856091389434515 0.1486096450696342 -0.047511689472452538 0.035528418396628667 -0.10906492585489952 0.090951174600161125 -0.07669049107115522 0.040334079647827474 -0.16227999426607922 0.021048711412039088 leaf_weight=4132.3523067034494 2.851085975300518 9.0585889008361846 15.965271967928855 21.319801669715162 4.73525042831898 3742.3926764433108 12.982653878629209 15.793887603656911 6.8689912764821193 4.5968951613176623 4.4413439999334496 22.318121255728329 6.4636005908250809 11.791926970705392 5.2311296984553328 17.739558279514313 5.5484256605632281 40.808317288756371 21.764170652635585 23.540270394762047 7.655642138561233 5.6344873062334928 5.8465305659919986 8.9421457014977985 12.177087893709539 5.1107629910111418 21.739830897509815 3.2592684469418591 3.1914465459994981 3.7370484326966107 leaf_count=36003 17 82 105 234 23 47121 94 193 110 68 35 251 30 100 31 83 67 340 268 244 47 55 85 63 80 36 195 53 25 37 internal_value=0 0.000609426 0.0130728 0.0562705 -0.000125517 0.000358867 -0.0277345 -0.00141905 -0.0864565 -0.133455 0.0595978 0.084917 -0.00321484 -0.0379155 -0.0761195 0.00457552 0.0223689 0.0505393 -0.0380176 -0.0101589 -0.000679447 -0.0174653 0.0487379 -0.0311296 -0.046129 -0.0247175 -0.0439847 -0.0760608 -0.114852 -0.0633973 internal_weight=0 4073.51 226.831 37.2851 3846.68 3780.35 66.3241 45.7996 20.5245 13.6555 37.9583 27.0534 10.9049 30.0057 17.0231 189.546 85.8605 58.5479 27.3126 103.686 90.6468 67.1065 11.481 55.6255 47.9698 35.7927 30.682 13.0388 9.77958 6.92849 internal_count=86175 50172 2034 339 48138 47460 678 418 260 150 339 274 65 225 131 1695 758 423 335 937 805 561 140 421 374 294 258 132 79 62 is_linear=0 shrinkage=0.1 Tree=685 num_leaves=31 num_cat=0 split_feature=2 6 6 7 8 0 9 9 9 6 3 3 0 1 3 8 6 1 9 9 6 8 5 1 2 9 1 9 1 5 split_gain=0.312192 1.70164 2.93332 1.94487 2.87658 1.67999 1.64916 4.49298 2.86612 4.57327 2.49106 2.43652 2.59059 4.16968 3.81227 2.32048 2.96728 2.17145 5.10264 4.85998 3.05072 2.15211 2.1201 2.07303 2.5452 3.19724 2.33125 2.05369 11.6983 5.70342 threshold=2742.005004882813 60.300041198730476 63.199125289916999 102.73867416381837 72.315607970000016 0.86050000786781322 1.0415483117103579 1.0382359027862551 1.0596722364425661 56.852272033691413 9640.4501953125018 2697.0900878906255 0.27240999042987829 103.47080230712892 697.06835937500011 55.793656990000009 55.312780380249031 102.54955291748048 1.018160939216614 1.0349020361900332 53.760551452636726 42.537642925000007 2.6954250335693364 70.174999237060561 7005.5219726562509 1.0316978693008425 97.810398101806655 1.067902743816376 105.6864471435547 2.6787817478179936 decision_type=8 10 10 8 10 10 2 2 2 10 8 10 10 10 8 8 8 10 2 2 10 10 10 10 10 2 10 2 10 10 left_child=-1 5 3 4 -3 6 7 17 9 10 11 12 14 -14 15 16 -8 18 21 -19 23 -2 -15 -20 -25 -26 -27 28 -10 -30 right_child=1 2 -4 -5 -6 -7 8 -9 27 -11 -12 -13 13 22 -16 -17 -18 19 20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=0.00032615184525303662 -0.12307466167294488 0.068308491161135229 0.068961205323495728 -0.11118031796916666 -0.061968433550987051 -0.06259713101786217 0.0088172858488427732 -0.085659035106951317 0.039847730376471553 0.11502203996281873 0.098139162545003641 -0.057055600639013153 0.030153635563337024 -0.15515832352009656 0.13502523917779261 -0.048002787773314765 0.071421916860898202 0.00042655284015947716 0.052503314695263086 0.14714498372141621 0.035523242795060805 0.14561821641738878 -0.0060262278279627985 -0.091165887931442799 -0.083691890594575588 0.078568028465219125 -0.036022252906382876 -0.00035647653803695645 -0.09386321842890244 0.023039014904868312 leaf_weight=6426.8868687579979 0.34376084114808181 2.3185992569196934 2.305122802295954 4.0160369905643174 6.3006799034774303 4.4005354616037939 30.447462677955627 8.059039550018495 17.303173681095359 4.6937257982790461 3.2558033239620263 5.2100559614482327 4.7169453832320851 2.8868193698581308 2.884465471841394 4.971827366272918 10.0764153143391 33.551401709904894 1.8395578786730826 2.420577209442853 4.9808325787307686 2.243905197091749 1.4232422336935995 11.714992446592079 5.5067558744922263 3.3452961891889572 3.7831363528966904 1564.8371443134258 18.778837846242826 5.3659151128958902 leaf_count=65265 361 23 42 53 72 105 230 60 116 34 28 31 36 40 18 40 72 321 18 12 41 16 18 122 67 26 16 18629 209 54 internal_value=0 -0.00117238 -0.0347783 -0.053704 -0.0269237 -0.000886947 -0.000732181 -0.0149661 -7.18694e-05 0.0196529 0.0128574 0.00842315 0.0143657 -0.0348131 0.0235418 0.0164736 0.0243842 -0.00679579 -0.0250119 0.0102993 -0.0362138 0.109923 -0.105913 -0.0498569 -0.0575898 -0.026459 0.0177537 -0.000938409 -0.0229089 -0.0678829 internal_weight=0 1773.98 14.9404 12.6353 8.61928 1759.04 1754.64 77.7893 1676.85 70.5668 65.873 62.6172 57.4072 9.02701 48.3802 45.4957 40.5239 69.7302 33.7582 35.972 31.1706 2.58767 4.31006 26.1897 24.3502 12.6352 7.12843 1606.29 41.4479 24.1448 internal_count=86175 20910 190 148 95 20720 20615 1060 19555 547 513 485 454 94 360 342 302 1000 667 333 290 377 58 249 231 109 42 19008 379 263 is_linear=0 shrinkage=0.1 Tree=686 num_leaves=31 num_cat=0 split_feature=4 8 3 0 0 3 4 0 7 6 6 0 3 0 0 7 4 8 1 3 2 8 6 5 8 9 1 2 0 8 split_gain=0.297657 0.554264 0.54014 0.61392 0.688245 0.397542 0.363558 0.923085 1.14764 1.27158 0.331565 2.46023 2.26216 2.22279 2.00889 2.19939 2.59625 2.12596 2.16964 2.06298 2.72386 1.94034 2.15857 2.79675 1.90579 1.81404 1.8135 1.66002 2.57379 1.77639 threshold=0.28014999628067022 73.722831840000012 3.3227499723434453 0.48819999396801 0.35939337313175207 0.96234998106956493 0.2658079862594605 0.24224997311830523 104.69990539550783 61.834878921508796 63.199125289916999 -0.63104999065399159 674.11999511718761 0.069205000996589675 0.10521500185132028 115.70485687255861 0.14999667555093768 73.244465885000011 133.79336547851565 46.968950271606452 47.444999694824226 47.108760685000007 65.634479522705092 2.640009999275208 61.931032750000007 1.1644290089607241 166.61599731445315 150.269401550293 0.18521668761968615 60.333021200000012 decision_type=10 8 8 10 8 10 10 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 10 8 10 2 10 10 10 10 left_child=6 2 5 4 -4 -2 10 -8 9 -9 -1 -12 14 -14 26 16 17 18 24 20 -19 -17 23 27 -16 -15 -13 28 -23 -30 right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 11 12 13 25 15 21 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-6.8491805457828803e-05 -0.044078020047023492 -0.082811840769292155 -0.10711147845755109 -0.083810075394335021 0.043808794466538847 0.10368460552115269 0.095199557904648818 0.08135405265208355 -0.07865679865822528 -0.051000980504190989 -0.081312330952096543 0.088426929785662134 -0.12476086426225302 -0.068825625880488489 -0.0061963423777127886 -0.11323053187242718 0.058452121206835475 0.068098472595675127 0.028605219034178911 0.077013178044492328 -0.041791565277457643 0.063764005396301213 0.023393447975104786 0.086130787144361051 -0.10796375553108391 0.041761575888525915 -0.014507818083370412 -0.10509734358584254 -0.003740511892982485 -0.12165153167293107 leaf_weight=8098.1818867676448 0.25326310823669418 1.2254805734992258 0.38768464819901305 1.1358919778358538 1.3698506020009515 0.64777720581332687 1.4169526268960897 2.0479508730204548 1.2510076283651868 1.1244119902949021 3.1078931018710128 6.2337015719675701 2.2697059698402864 2.7206639925771015 3.5037019357332628 1.806142088955428 14.013346632069441 3.7112776424037275 4.4752661590464413 5.8099385257810345 5.7509044490288943 2.2801910012494773 12.656650857272323 1.6706723984389107 3.8757457761530532 3.261542895808816 2.3593753948807716 3.9186829091049731 2.5005104631600261 2.6127556301362347 leaf_count=84120 616 42 200 54 12 20 14 29 28 29 18 58 17 30 41 64 127 43 42 41 41 20 209 33 59 29 19 34 35 51 internal_value=0 -0.0243421 -0.00545847 -0.0265129 0.0105182 0.0621517 1.58438e-05 0.0249568 0.00245576 0.0344421 -1.94889e-06 0.00608439 0.00926381 -0.0405015 0.0145847 0.00887401 0.0235004 0.00544482 -0.02633 0.0301094 0.00130974 -0.0130505 -0.00599345 -0.0346421 -0.0596454 -0.00853268 0.0601644 -0.0524788 -0.02459 -0.0639902 internal_weight=0 5.01995 3.79447 2.89343 1.75754 0.90104 8192.56 5.84032 4.42337 3.17236 8186.72 88.5387 85.4308 8.25191 77.1789 68.5858 41.1402 27.1268 11.8547 15.2721 9.46218 27.4456 25.6395 12.9828 7.37945 5.98221 8.59308 11.3121 7.39346 5.11327 internal_count=86175 944 902 266 212 636 85231 100 86 58 85131 1011 993 76 917 840 394 267 142 125 84 446 382 173 100 59 77 140 106 86 is_linear=0 shrinkage=0.1 Tree=687 num_leaves=31 num_cat=0 split_feature=1 4 2 7 3 3 0 5 5 9 5 5 3 5 4 2 7 9 8 8 9 3 8 8 8 3 2 2 4 2 split_gain=0.300803 1.84901 2.01034 2.48638 2.51455 3.47099 2.28923 4.38491 4.29398 3.92973 2.82511 3.52188 3.60086 3.29949 2.60382 2.44993 4.63473 2.34578 2.72929 2.87319 4.3545 2.1044 2.08541 11.9965 4.83905 4.69371 5.25995 4.6584 4.26912 3.99678 threshold=71.956893920898452 0.055514499545097358 1756.476989746094 88.639492034912124 4495.4799804687509 3769.515014648438 0.37481330335140234 2.5700099468231206 2.5099099874496464 1.3990214467048647 2.6995050907135014 2.6812050342559819 20.062123298645023 2.7200067043304448 0.20619666576385501 1309.195007324219 92.49573135375978 1.0646093487739565 74.680035045000011 75.139998530000014 1.203055262565613 119885.89843750001 70.628452205000016 71.117230790000008 70.190128230000013 189.72499847412112 297.30000305175787 340.86499023437506 0.12861499935388568 176.28599548339847 decision_type=10 8 10 8 10 8 10 10 10 2 10 8 10 10 8 10 10 2 8 10 2 10 10 10 10 10 10 10 8 10 left_child=1 -1 3 -3 5 6 15 8 -8 -10 11 12 14 -12 -9 22 17 -17 -19 -20 -21 -6 24 27 25 26 28 -24 -5 -27 right_child=-2 2 -4 4 21 -7 7 10 9 -11 13 -13 -14 -15 -16 16 -18 18 19 20 -22 -23 23 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.032917948537071959 0.00020853635982264292 0.077745708101507272 0.011095321314094136 -0.068248208992745946 0.048539760687203573 -0.091910283134201229 0.014088722822995984 0.099719092671326975 -0.071840841807249423 0.084264151314699443 -0.14801446461662332 0.17792545924270081 -0.0031541920529011233 0.049127440640231522 -0.011615445029389163 0.023676624418972246 0.057034878570561824 -0.12619050637027046 0.093268616633551377 0.0861087408038642 -0.12310070388202443 -0.073214026116145456 0.033359308444793581 -0.0034869766047760302 -0.083221147239896626 -0.044627012986955594 -0.032590880762739791 0.1499099737284208 0.0048047414292548118 0.077633640574006457 leaf_weight=18.640134621402694 7332.0515139456174 3.7907678460178991 116.90969315581515 8.5795630601060129 14.042693972405685 4.4963537030516809 32.437690447845625 10.608649322937714 12.469681413041142 1.8521322906017292 1.5693812980316573 2.1495470043446394 9.4486810745438543 1.84940356467996 2.6192872069732429 2.534315372817221 3.9138375988695762 6.7096225614659462 1.3706290102563805 1.338195589436509 3.8780753129394725 1.5792382543149859 6.8417118787765485 363.45013349058718 9.179424084722994 3.5817392572607778 82.326229504949879 6.875625979155302 118.31709903936553 10.548628395787089 leaf_count=1157 73678 102 1851 77 193 491 623 124 198 11 30 29 129 567 21 21 42 64 14 56 109 40 42 4311 42 62 764 44 1143 140 internal_value=0 -0.00176432 -0.00107731 -0.00303115 -0.00345375 -0.00432824 -0.00376922 0.0127449 -0.00604708 -0.051653 0.043855 0.0555912 0.043995 -0.0413699 0.0776735 -0.00573704 -0.0404052 -0.0644952 -0.0813008 -0.0355747 -0.0694296 0.0362315 -0.00461433 -2.22247e-05 -0.0120627 -0.00913824 -0.0129056 0.0917787 -0.000134414 0.0466432 internal_weight=0 863.908 845.268 728.358 724.568 708.946 704.449 75.0045 46.7595 14.3218 28.2449 24.8262 22.6766 3.41878 13.2279 629.445 19.7447 15.8308 13.2965 6.5869 5.21627 15.6219 609.7 377.167 232.533 223.353 209.223 13.7173 126.897 14.1304 internal_count=86175 12497 11340 9489 9387 9154 8663 1732 832 209 900 303 274 597 145 6931 306 264 243 179 165 233 6625 4397 2228 2186 1984 86 1220 202 is_linear=0 shrinkage=0.1 Tree=688 num_leaves=31 num_cat=0 split_feature=7 7 6 9 4 9 9 0 1 0 1 0 5 5 9 6 6 9 3 9 9 8 6 1 7 9 9 9 1 6 split_gain=0.310979 2.02052 3.60027 4.28376 4.51862 3.85101 5.15493 2.78509 2.67557 3.83526 4.21194 2.67171 3.18051 5.16415 3.4778 2.7549 7.82913 2.63065 2.60581 2.58071 3.74492 5.81566 2.40201 2.18011 2.05862 1.87936 1.92054 4.29352 4.75545 3.61563 threshold=104.69990539550783 106.59830856323244 64.527114868164077 1.0531262755393984 0.21722232550382617 1.0382359027862551 1.0349020361900332 0.29004999995231634 111.50355148315431 0.36394999921321874 134.77335357666018 0.19660002738237384 2.6534099578857426 2.5491399765014653 1.5024287104606631 59.514837265014656 57.590518951416023 1.1543519496917727 9.1297502517700213 1.1526684761047366 1.1844688057899477 74.075884320000014 55.355739593505866 93.325000762939467 105.58964920043947 1.0049744844436648 1.0148731470108034 1.0382359027862551 92.16300201416017 61.834878921508796 decision_type=10 10 8 2 10 2 2 10 10 10 10 10 8 10 2 10 10 2 10 2 2 10 8 8 10 2 2 2 10 8 left_child=-1 2 3 5 8 6 22 -6 11 -10 -11 12 13 14 -5 16 -13 -18 -17 -15 -21 -22 -2 -20 -14 -3 29 28 -28 -27 right_child=1 25 -4 4 7 -7 -8 -9 9 10 -12 15 24 19 -16 18 17 -19 23 20 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.00012721481130977872 -0.074198051499792958 -0.10067767512039261 0.079183756421725648 -0.0016200466220181106 -0.049061792408866572 0.11095097487752351 -0.12928906303462828 -0.17639809031211401 -0.066786648851254307 -0.059513354124941048 0.089788977814844712 -0.055871697446577231 0.019035436203767141 0.030165321131224349 0.12122127696507884 0.017950984189065051 0.13626090113987421 0.020891594438707098 -0.14498168084533486 -0.12462964427851304 0.078106453325993308 -0.086512193069118393 0.043103660372454854 -0.044300674071147531 0.1356041150057988 0.073141511347009552 0.063015328139094592 0.0046843859729843087 -0.11009062050401981 -0.038025842290063755 leaf_weight=7863.2765712483924 2.0312250261195048 1.7285990488248888 4.1042914403369641 4.695731960586274 4.164522409439086 4.1757907532155505 2.4857210930567808 2.9233969463966787 20.697357053402815 3.7144514942083324 3.8458603107064846 12.662568199571981 3.0199836598767424 4.8001452162861851 4.5262004043906927 2.677650212775915 3.4472948461770994 4.6322063207408064 4.3333202855428654 4.9430260816588989 3.7636796068400127 4.9931652332888916 12.418138935925981 4.269999001873658 3.0400662958272733 9.7683118442073429 2.101459846560827 179.79026577752848 6.4819987040245906 4.1766440524661457 leaf_count=82285 21 75 45 43 29 34 31 15 231 67 34 164 24 32 24 24 22 50 27 28 24 68 132 39 22 95 351 1982 90 67 internal_value=0 -0.00300445 -0.0129414 -0.016034 -0.0245854 0.0249391 0.00373058 -0.101581 -0.0187835 -0.0445207 0.0164354 -0.0077316 0.0118864 -0.00245968 0.0586715 -0.0284271 -0.0067965 0.0701164 -0.0681989 -0.0329325 -0.0550406 -0.0157593 0.0266139 -0.0950117 0.0775129 0.00314947 0.00403657 0.00138567 -0.0677097 0.0398459 internal_weight=0 330.413 126.366 122.262 101.151 21.1109 16.9351 7.08792 94.0627 28.2577 7.56031 65.805 33.782 27.7219 9.22193 32.023 20.7421 8.0795 11.281 18.5 13.6999 8.75684 14.4494 8.60332 6.06005 204.047 202.319 188.374 8.58346 13.945 internal_count=86175 3890 1230 1185 967 218 184 44 923 332 101 591 265 219 67 326 236 72 90 152 120 92 153 66 46 2660 2585 2423 441 162 is_linear=0 shrinkage=0.1 Tree=689 num_leaves=31 num_cat=0 split_feature=3 7 7 8 6 0 9 7 4 4 2 3 0 9 5 5 6 6 1 4 2 9 5 5 8 9 8 8 9 0 split_gain=0.300793 1.84195 2.69996 2.60577 2.86631 2.20142 2.44818 2.16178 2.0386 1.8487 2.8883 1.56245 5.32112 2.48326 3.56083 2.65756 4.53949 2.68146 2.59929 2.69079 2.51587 3.46802 4.30391 3.16758 2.99603 3.40919 2.05222 3.65739 2.62129 2.64269 threshold=12.087590217590334 86.278442382812514 87.72849273681642 66.059192255000013 50.41822814941407 0.6991499960422517 1.1359563469886782 85.822437286376967 0.045500500127673156 0.040880499407649047 4745.8298339843759 13.431650161743166 0.019999990239739421 1.1644290089607241 2.6734716892242436 2.6422950029373173 53.894306182861335 52.819286346435554 127.39005661010744 0.1020033322274685 13074.514648437502 1.2944614887237551 2.6611049175262456 2.6900134086608891 80.871604945000016 1.2905700802803042 83.823592210000001 75.559999525000009 1.0777724981307986 0.42603336274623876 decision_type=10 8 8 8 8 8 2 10 10 10 10 8 8 2 10 8 10 8 8 8 10 2 8 8 10 2 8 8 2 8 left_child=1 3 5 4 -1 6 -3 -5 9 10 -8 12 -2 14 18 16 17 -15 19 -14 21 24 -23 -24 25 -17 27 28 -21 -30 right_child=11 2 -4 7 -6 -7 8 -9 -10 -11 -12 -13 13 15 -16 20 -18 -19 -20 26 -22 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.012202574019938513 0.1397676642561109 0.040111732281355984 -0.0013047220974921744 -0.082069509378425498 0.13382929568554464 0.044676090734302239 0.093227427583773032 0.057190164792314396 -0.11161138143895587 0.06492502785055973 -0.094605019521001185 5.7781192846974373e-05 -0.082703024374716244 -0.018219515285087192 -0.1128351820809628 0.040161396045034818 0.015362747126323521 -0.18099276967489109 0.091370496537451731 0.013447855871769113 -0.037656751429356226 0.10246783687637254 -0.16169188027977188 -0.007114152648669137 0.17845172325407574 0.1581167084461102 -0.075415800060848789 0.090085513299903885 0.016926559413104121 -0.12972069301916866 leaf_weight=2.0491105591376 3.1865557819223795 2.3422600412740158 1041.8179652647591 2.3989807579200724 3.9065136392600834 2.6290562508183966 1.0014643369649983 2.0822314352262765 6.3757385727221845 1.5010410078102721 4.4847984296284267 7019.8565635683235 4.4176696110516804 1.9560132636397636 3.177570820611435 19.563397466662089 16.953850409583538 2.0971374791115522 2.732703333720564 14.832141246646648 4.050939739070599 2.7174580925056917 1.7639117803773849 5.3357362927035865 2.1528251811396322 2.8011173829436293 3.095580975059419 4.7230340577661982 2.0789076089859 3.0052844861056656 leaf_count=40 22 22 12841 35 40 36 21 23 110 28 79 71899 29 26 47 195 150 18 27 98 42 28 23 166 16 16 22 24 12 40 internal_value=0 -0.00156264 -0.00197419 0.0402422 0.0835851 -0.0400157 -0.0541931 -0.0173614 -0.0707227 -0.0334128 -0.060318 0.000235148 0.0126066 0.00844878 -0.0114911 0.0212277 -0.00736643 -0.10244 -0.00226007 -0.0102179 0.0368763 0.04567 -0.00455505 -0.0455191 0.0657809 0.0549351 0.00132767 0.0109694 -0.00779252 -0.0697572 internal_weight=0 1070.59 1060.15 10.4368 5.95562 18.3344 15.7053 4.48121 13.363 6.9873 5.48626 7120.5 100.642 97.4553 38.0629 59.3924 21.007 4.05315 34.8853 32.1526 38.3854 34.3344 9.81711 7.09965 24.5173 22.3645 27.7349 24.6394 19.9163 5.08419 internal_count=86175 13275 13137 138 80 296 260 58 238 128 100 72900 1001 979 299 680 194 44 252 225 486 444 217 189 227 211 196 174 150 52 is_linear=0 shrinkage=0.1 Tree=690 num_leaves=31 num_cat=0 split_feature=8 8 4 7 7 3 6 1 1 2 1 5 9 6 6 5 0 6 4 1 2 4 2 6 0 0 6 4 7 3 split_gain=0.301672 1.45996 2.86442 3.86719 6.05569 6.13639 6.97182 2.45634 2.3737 1.50733 1.33619 3.14332 2.69091 3.97427 5.43491 2.91558 2.29984 2.2995 2.25309 2.1076 1.8966 1.50927 3.09806 1.35131 2.54457 3.63896 2.10535 2.5899 2.51056 4.61808 threshold=27.513094805000005 25.090244000000002 0.05587549880146981 95.67389297485353 94.999534606933608 113.11325073242189 54.469223022460945 110.03092193603517 93.900451660156264 383.94645690917974 57.65950012207032 2.6131182909011845 1.0895128250122073 55.172666549682624 52.107950210571296 2.6280050277709965 0.26000010967254644 56.720886230468757 0.052423998713493354 95.410400390625014 77.08499908447267 0.19910333305597308 150.269401550293 54.590385437011726 0.53004997968673717 0.29999986290931707 53.860177993774421 0.084694001823663725 98.913600921630874 253.20050048828128 decision_type=8 8 10 10 10 10 8 10 10 10 8 10 2 8 10 10 10 10 10 10 10 8 8 10 8 10 10 10 8 8 left_child=1 10 -3 4 5 6 -4 -7 -5 -8 11 -1 21 14 19 18 -17 -13 -16 -14 -19 23 -23 26 25 -25 28 -28 -12 -30 right_child=-2 2 3 8 -6 7 9 -9 -10 -11 12 17 13 -15 15 16 -18 20 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.11723922396732485 0.00012019311243373121 -0.12287416910822109 0.14682212393905153 0.0034888241022902216 0.14977967524549524 0.015103974474832138 0.024374528460605477 -0.11696554265838566 -0.10621377577087646 -0.069933144743365247 -0.0016215357207590203 -0.13226066091156877 -0.27434327924533464 -0.10176070945486931 0.038650048026813544 -0.005596366882679036 0.095970865292445251 -0.069477058627693336 -0.08672956915148361 -0.070651961114416462 0.1077929312023318 0.022515137098878535 -0.13250586581816687 0.0098544907750445221 -0.069437343216433578 0.081475092142723235 0.076347617051765501 -0.041009722934547799 0.07652424908707986 -0.061596991461203857 leaf_weight=1.0676516074929328 7880.6042216439964 2.649512760195651 3.7433883063495239 2.9644928872585279 2.6780880987644187 1.9111014902591694 3.3595346656802585 5.3522773142904043 5.8936109943315387 3.4201287813484669 145.65126165054605 0.5235243878582877 0.91957078874111831 6.3520925827324382 2.2502463459968558 4.2225368991494161 4.7231125049293041 0.68524177626386507 3.9476713854819536 1.1349068623967467 5.0618168087676167 2.6721301475699581 2.4908899158154441 46.928651204332709 3.3214085586769206 8.3575791293696948 2.0685207750648287 20.683120605535805 10.179624171927568 3.1759321643039593 leaf_count=248 82571 27 22 16 19 30 25 67 101 20 1283 285 4 35 12 27 32 301 39 39 51 25 106 360 34 66 18 189 85 38 internal_value=0 -0.00306806 -0.0232991 -0.0143017 0.00959101 -0.0115171 0.0372819 -0.0822161 -0.0695002 -0.0232008 -0.00072802 0.0413733 -0.00187619 -0.0341659 -0.00919982 0.011506 0.048029 0.0683793 -0.0412086 -0.161823 0.0866564 0.0012209 -0.0522745 0.00236998 0.0155741 0.0206813 -0.00188768 -0.0303399 0.00218344 0.0436792 internal_weight=0 308.39 31.9721 29.3226 20.4645 17.7864 10.5231 7.26338 8.8581 6.77966 276.417 7.33823 269.079 23.5501 17.198 15.1436 8.94565 6.27058 6.19792 2.05448 5.74706 245.529 5.16302 240.366 58.6076 55.2862 181.758 22.7516 159.007 13.3556 internal_count=86175 3604 327 300 183 164 67 97 117 45 3277 885 2392 188 153 110 59 637 51 43 352 2204 131 2073 460 426 1613 207 1406 123 is_linear=0 shrinkage=0.1 Tree=691 num_leaves=31 num_cat=0 split_feature=8 7 8 9 7 6 9 1 9 9 2 3 1 5 5 8 2 8 3 9 7 5 1 0 6 6 6 8 1 8 split_gain=0.300036 1.2701 3.13228 2.62139 2.49092 2.43063 2.25427 1.63136 1.60851 3.74787 3.83011 1.50814 1.2937 3.12775 2.62416 2.44209 3.23427 2.16027 4.41374 3.34704 3.10453 2.86529 4.02683 2.64276 2.01352 3.31458 1.86601 1.65395 1.64715 2.22446 threshold=88.172383900000014 91.178050994873061 88.353219990000014 1.5271995663642886 93.969257354736342 52.878839492797859 1.2096731066703799 83.230804443359389 1.5085163712501528 1.1326038241386416 677.77099609375011 6.710400104522706 139.81220245361331 2.6593050956726079 2.6099965572357182 88.902841900000013 1715.7805786132815 88.484342550000022 71.927349090576186 1.5335874557495119 88.204822540283217 2.7199048995971684 114.02039718627931 0.1998868137598038 50.17073059082032 50.359931945800788 53.337013244628913 88.297967175000011 123.35924911499025 88.297967175000011 decision_type=10 10 10 2 8 10 2 10 2 2 10 10 10 10 10 8 8 10 10 2 10 10 10 10 8 10 8 10 10 10 left_child=-1 12 4 5 8 7 -6 11 9 -3 -11 -4 15 14 -14 17 -17 21 20 26 23 28 27 -19 -15 -26 -20 -23 -2 -30 right_child=1 2 3 -5 6 -7 -8 -9 -10 10 -12 -13 13 24 -16 16 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-8.445900707017001e-05 -0.020103918897043275 0.1112290916399305 -0.13249357757705379 -0.094134104309796462 0.042865731130770968 0.082342182556808141 -0.11534616085291137 0.063695393004353132 0.10955043342093995 -0.39727837229145402 0.031960690119988942 -0.015547390332434692 0.066761345405752667 0.13826983781162025 -0.042722346127739848 0.10513918272188763 -0.0715635291073876 -0.11868290122506474 0.084671203574701426 -0.05926336259453488 -0.10292881529213574 0.15144717001855537 -0.11364401307096642 0.055966405751258691 -0.16163882660675472 0.064912641824455414 -0.044213512900967381 0.029625608615627009 0.064883777876045823 -0.053894285930754383 leaf_weight=8032.2059854990384 57.332699512611725 1.4458094108849766 1.3930026665329913 2.8714087776024817 2.9125520922243604 3.5056890426494638 1.3037153343102543 1.9666635238363595 7.198092701844871 0.36628878909687035 0.48068252105440479 5.2919723095837981 3.0523774549947138 2.8302280739298995 7.7418723525188398 1.1717141015069472 8.9320606444416626 1.1051483907431263 13.119640074277413 2.183407115724548 3.6044524176541017 2.6782087018727898 1.0828436005103865 4.0107421242864802 0.74485236755572337 4.8560430508077843 1.2285277948831215 1.9087906732456756 5.3058282599085933 2.2433553894516081 leaf_count=82677 1129 19 8 145 37 199 150 120 57 12 60 83 33 23 79 36 168 82 326 171 79 28 76 78 6 103 54 21 51 65 internal_value=0 0.00437346 0.0233325 -0.00819791 0.057903 0.0120991 -0.00605509 -0.0163637 0.086316 0.0133726 -0.153672 -0.0399164 1.96456e-05 0.0238844 -0.0117628 -0.00431252 -0.0510717 0.000618854 0.0257186 0.0560831 -0.0318448 -0.00836487 0.0598072 0.0182382 0.069523 0.034784 0.0736358 0.100753 -0.0143222 0.0295871 internal_weight=0 153.869 28.7359 15.0287 13.7071 12.1573 4.21627 8.65164 9.49087 2.29278 0.846971 6.68497 125.133 19.2254 10.7942 105.907 10.1038 95.8036 25.2519 16.5316 8.72034 70.5517 5.66984 5.11589 8.43112 5.6009 14.3482 4.587 64.8819 7.54918 internal_count=86175 3498 890 555 335 410 187 211 148 91 72 91 2608 244 112 2364 204 2160 790 551 239 1370 125 160 132 109 380 49 1245 116 is_linear=0 shrinkage=0.1 Tree=692 num_leaves=31 num_cat=0 split_feature=7 5 0 1 0 1 6 8 1 6 4 0 5 4 0 0 4 7 0 9 6 8 3 6 1 3 7 7 0 1 split_gain=0.299863 2.611 1.75867 1.69395 2.28755 2.76637 2.01072 1.89489 1.65367 2.42153 1.58966 1.95282 1.557 2.29655 3.44939 1.4314 1.4208 1.28423 1.26744 1.24971 2.04718 1.88285 1.37637 1.19443 1.19149 1.52682 1.17616 0.968146 3.57472 2.38185 threshold=112.07624816894533 2.6312500238418584 0.091900084167718901 90.188610076904311 0.14911996573209765 53.155000686645515 60.751745223999031 74.075884320000014 85.923751831054702 58.295309066772468 0.19007666409015658 0.50005000829696666 2.5273933410644536 0.21012333035469058 0.40495000779628759 0.57029998302459728 0.099994499236345305 118.51842498779298 0.30505000054836279 1.1459585428237917 59.514837265014656 37.490001645000007 13.8474497795105 58.767860412597663 48.145000457763679 58.725000381469734 115.70485687255861 109.97735595703126 0.07000999897718431 137.54299926757815 decision_type=10 10 10 10 10 10 10 10 10 8 10 8 10 8 10 8 10 10 10 2 10 10 10 10 10 10 10 10 10 8 left_child=27 2 -2 4 -4 7 17 -6 9 -7 11 16 13 14 -11 -16 -8 18 -5 20 -3 24 -21 -20 25 -22 -14 -1 -29 -30 right_child=1 19 3 6 5 8 10 -9 -10 12 -12 -13 26 -15 15 -17 -18 -19 23 22 21 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-2.2985951078399509e-05 0.069723981760543868 0.12503290413683507 -0.09190843693657566 -0.11980933787398335 -0.1065783554927676 0.14861841917923252 -0.049059215851842225 0.039787593056325045 0.12267145325885759 -0.13516864451825575 -0.076179107055604878 -0.046323036703121531 0.0067830708670117814 0.10268624298415403 0.14115491894358742 -0.046794947188016633 0.061544368660987531 0.011702468285500098 -0.098314835999749481 -0.014437519523194779 -0.13391583864894266 0.11078295903318554 -0.11745840711988587 0.058798048143362196 -0.13822540627344235 0.1355711704463507 0.09917990337065688 -0.11608347602216902 0.03337464065466246 -0.051216189931613511 leaf_weight=8092.7722081732163 3.6101353167032348 0.8678407021798179 1.7364313527941728 3.8665610227035385 2.249391710958665 1.5693704778677755 1.4071808950975517 1.4577243387611813 2.4484154889360061 2.4062492556404331 2.2955103973508804 3.6043764034293408 2.7827431165787857 1.121019621965387 0.86701564450049928 0.76074534551298534 6.6505609470186755 1.7174480619578387 0.97933135171842856 1.9363996485408277 0.39781286798188453 0.59331059362739313 3.9263766958683846 0.95646166754886508 1.608561329434451 0.44587935926392674 2.7285561997559853 1.924954353366046 30.080410388625751 3.7428257181309155 leaf_count=84745 30 11 17 28 29 27 13 51 20 21 30 36 29 25 15 29 87 19 27 40 266 8 83 18 14 6 41 14 361 35 internal_value=0 -0.00735977 0.0027723 -0.00303719 0.0178063 0.0281652 -0.0225708 -0.0490239 0.0476522 0.0326405 -0.000112212 0.0148604 0.0155763 -0.0239284 -0.0591136 0.0533153 0.0422289 -0.0642565 -0.0867398 -0.054221 -0.0104594 -0.0490682 -0.0834319 -0.0206865 -0.0877434 0.00850422 0.0525273 4.95483e-05 0.01647 0.024014 internal_weight=0 54.9914 45.2152 41.6051 20.1277 18.3912 21.4774 3.70712 14.6841 12.2357 13.9576 11.6621 10.6663 5.15503 4.03401 1.62776 8.05774 7.5198 5.80235 9.77618 3.9134 3.04556 5.86278 1.93579 2.45225 0.843692 5.5113 8128.52 35.7482 33.8232 internal_count=86175 1020 592 562 304 287 258 80 207 187 166 136 160 90 65 44 100 92 73 428 305 294 123 45 286 272 70 85155 410 396 is_linear=0 shrinkage=0.1 Tree=693 num_leaves=31 num_cat=0 split_feature=6 4 1 1 3 9 9 0 0 4 5 7 5 5 8 8 8 7 7 1 1 9 9 4 4 9 0 5 1 2 split_gain=0.291174 2.2442 3.74841 1.97888 1.93393 2.03666 2.44787 1.84829 5.82441 4.71704 3.27833 2.62257 2.56601 3.87081 3.26633 3.70927 2.8626 2.9763 2.85721 5.00831 3.33681 3.18949 2.93981 2.76919 2.76274 2.53888 3.12458 2.83476 2.53584 2.87784 threshold=59.754011154174812 0.053801501169800765 82.310581207275405 197.17499542236331 5455.2058105468759 1.4318569302558901 1.0232319235801699 0.24000012129545215 0.2547632902860642 0.096158668398857131 2.5400049686431889 91.232048034667983 2.6399934291839604 2.6569499969482426 59.244131955000007 60.751124400000009 64.993942295000011 105.86622238159181 97.206172943115249 100.33264923095705 93.620300292968764 1.2358905673027041 1.5776674151420595 0.13950666785240176 0.17855834215879443 1.1477001309394839 0.20000014454126361 2.5399399995803837 99.982028961181655 197.68679809570315 decision_type=10 10 10 8 10 2 2 10 10 10 10 8 10 10 8 8 8 10 8 10 10 2 2 8 8 2 10 10 10 10 left_child=-1 2 -2 4 7 6 -6 12 10 -10 -9 -11 18 -14 -15 -16 -17 23 19 21 22 -3 25 -18 28 26 -20 -27 -22 -30 right_child=1 3 -4 -5 5 -7 -8 8 9 11 -12 -13 13 14 15 16 17 -19 20 -21 24 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.00014651499788328405 -0.087356622475385476 -0.029225400848770258 0.0352711471540295 -0.071852245794503153 0.0056665644394545489 0.0042483654693782902 -0.1254688822766451 -0.0092224402333232047 -0.04566272203679668 0.13148370001669318 -0.12602945678571281 -0.00045161514936149056 0.081468628964069589 -0.066508253144215018 0.12908188863140291 -0.1242315328672393 -0.0091347004905340586 -0.09150219526049469 0.076503888918220422 -0.075619167649215419 0.047729253832379123 0.08442253842759849 0.087120917164251369 0.14028386610960603 0.093481569565665251 0.0029043251177509914 -0.059078991105184525 -0.043317766137093865 0.028242480271839683 -0.0087657901531638278 leaf_weight=7714.0060178658705 2.7438369030711582 5.8370382897555846 27.234201642451808 4.2857652232050887 2.1395547629799676 4.8718450041487813 4.2531152088195086 3.8164773630123801 25.292550223002763 1.5210221740417171 6.4866521860421926 159.1817174733286 10.147477237624118 4.7999715190380785 2.9147687721997491 1.5588421642787569 2.5048480606965344 1.613256540847942 5.5304400026584508 12.59918550821021 16.42875750141684 4.2802597265690565 2.7804214744828633 2.4570129513740517 4.2870303604286155 21.632766844588332 2.4539329260587692 34.315634007274639 33.461863945849473 56.475392978172749 leaf_count=81137 25 50 318 34 20 41 38 37 296 11 69 2266 92 35 22 31 47 27 54 113 133 48 33 16 36 186 20 265 269 406 internal_value=0 -0.00242261 0.0240472 -0.00423458 -0.0035663 -0.0444593 -0.0815793 -0.00247571 -0.00957487 -0.00552071 -0.0827619 0.000797129 0.0036883 0.0332446 0.00236805 0.0322904 -0.00239436 0.026491 -0.000151862 -0.033543 0.00412477 0.0188549 -0.0135399 0.0648543 0.0147749 -0.0179176 0.0348336 -0.0254457 0.0116026 0.00500343 internal_weight=0 467.906 29.978 437.928 433.642 11.2645 6.39267 422.377 196.298 185.995 10.3031 160.703 226.079 25.9962 15.8487 11.0487 8.13396 6.57512 200.083 22.7165 177.366 10.1173 66.7132 4.96186 110.653 63.9328 7.98437 55.9484 106.366 89.9373 internal_count=86175 5038 343 4695 4661 99 58 4562 2679 2573 106 2277 1883 270 178 143 121 90 1613 211 1402 98 558 63 844 525 74 451 808 675 is_linear=0 shrinkage=0.1 Tree=694 num_leaves=31 num_cat=0 split_feature=2 2 3 5 3 7 6 6 4 0 1 2 9 9 6 1 8 1 0 1 8 1 6 5 7 7 9 9 7 5 split_gain=0.293282 1.52109 6.14067 3.4183 3.09427 4.01215 3.61814 5.3994 4.58054 3.72124 2.8662 2.72932 2.53957 3.70162 5.25502 3.25874 2.75703 4.46659 2.70753 2.51756 2.45556 2.44712 3.40986 2.40343 2.31606 2.308 2.40195 2.02898 1.88559 2.27324 threshold=2742.005004882813 3040.8686523437505 15363.130371093752 2.5890133380889897 20.755000114440922 92.386997222900405 55.096605300903327 57.369850158691413 0.070001501590013518 0.044505000114440925 86.518749237060561 2964.390014648438 1.4105740785598757 1.1342637538909914 53.588890075683601 159.09695434570315 76.303434405000004 94.196922302246108 0.15990499407052997 166.61599731445315 68.659882405000019 94.480247497558608 55.708833694458015 2.6100032329559331 94.423061370849624 92.445404052734389 1.1193306446075442 1.1276808977127077 98.483123779296889 2.5777766704559331 decision_type=8 10 10 8 8 10 10 8 10 8 10 10 2 2 10 10 8 8 10 8 10 8 10 8 8 10 2 2 10 10 left_child=-1 2 3 19 5 10 8 21 9 24 20 -10 13 14 25 23 -14 -18 -19 27 -5 -8 -23 -15 -6 26 -11 -2 29 -29 right_child=1 -3 -4 4 6 -7 7 -9 11 12 -12 -13 16 15 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00031409227607959915 -0.12720052641770119 -0.00030461505869076085 0.088780211171663487 0.069269357688852437 0.10440242485319506 -0.076419559623575037 0.13761735120493093 -0.066793473459359085 -0.10421911895881636 -0.013011040345526899 0.11932465409489462 -0.0036885468833997592 -0.10557404884622915 -0.14796715049387429 0.14780590545831504 -0.17065251625480027 0.18484484309342097 -0.060186410785737887 0.077599946843985482 -0.14192998039830659 -0.078575931328973087 0.11355504311778145 -0.036983926584414142 -0.033385346706151793 -0.016446648759092145 -0.09388234191372144 0.10628335498242797 -0.027859106321131213 0.027956482567203803 -0.15272922783353404 leaf_weight=6411.2353274189782 2.2908227856685874 1635.5291831037716 5.8458231202748712 2.8426354541443271 4.144319473711227 2.4357796856784253 3.6305919373407916 3.8887352347373971 9.737510722060291 11.333999033028176 5.0546168022337952 3.736997313797473 1.2977799729778752 1.9490518952952687 2.329708218574523 2.0413568289950481 1.9017602577805526 2.8867775622020417 2.8185859615914524 2.82019666628912 1.8574671198148278 2.8378029951309154 3.2029121668510925 30.129119726414046 2.5688415158074349 2.8864497747272244 1.9831303805112828 8.153217298560774 4.4816740880487478 1.775355985155328 leaf_count=65265 140 19126 60 28 35 28 22 29 82 151 57 30 101 19 17 17 17 68 48 35 50 20 26 487 18 23 15 98 47 16 internal_value=0 -0.00114053 -0.0114305 -0.0160426 -0.00905173 0.0383868 -0.0151196 0.0327197 -0.0230552 -0.0125389 0.0670543 -0.0763381 -0.0202488 -0.0286018 0.00737401 -0.0481434 0.0291408 0.0521232 0.00788334 -0.0545386 0.0108413 0.072733 0.0337362 -0.0403473 0.0581586 -0.0128169 0.00475377 -0.0397814 -0.0258842 -0.0501875 internal_weight=0 1768.39 132.863 127.017 107.496 12.1905 95.3054 13.56 81.7454 68.2709 9.75472 13.4745 61.5577 52.6528 18.5333 34.1195 8.9049 7.60712 5.70536 19.5213 4.7001 9.67131 6.04072 32.0782 6.71316 16.2036 13.3171 16.7011 14.4102 9.92857 internal_count=86175 20910 1784 1724 1388 163 1225 97 1128 1016 135 112 963 729 206 523 234 133 116 336 78 68 46 506 53 189 166 301 161 114 is_linear=0 shrinkage=0.1 Tree=695 num_leaves=31 num_cat=0 split_feature=7 1 5 6 1 1 9 0 8 1 0 1 1 0 3 1 9 8 0 6 9 3 0 7 8 8 8 6 6 6 split_gain=0.279309 1.63054 2.91947 4.04568 3.2064 2.88828 2.63831 2.79492 3.2595 2.63194 2.50047 2.37436 3.33696 2.85832 2.81224 4.58749 3.16857 4.1936 2.27241 2.1811 2.07148 3.19427 3.52965 3.63973 3.25091 2.73564 5.96778 4.21351 2.71152 2.70056 threshold=104.69990539550783 106.00159835815431 2.5699650049209599 55.569528579711921 131.91500091552737 103.78250122070314 1.1526684761047366 0.35939337313175207 74.493741635000021 128.08464813232425 0.22001499682664874 110.3452491760254 111.50355148315431 0.27461998164653784 119.62250137329103 137.54299926757815 1.2242988944053652 48.641006055000013 0.094338413327932372 64.527114868164077 1.0349020361900332 830.69000244140636 0.19000002741813662 106.59830856323244 18.376746910000005 60.076609070000011 64.884590965000015 56.050838470458991 59.289501190185554 63.199125289916999 decision_type=10 8 10 8 10 10 2 10 10 10 10 10 10 10 10 10 2 10 8 8 2 10 10 10 10 10 8 8 8 10 left_child=-1 5 4 9 18 20 -6 8 -8 -4 -7 13 -13 -5 16 -16 17 -14 -3 -18 -2 22 24 -24 -22 28 -27 -28 -26 -29 right_child=1 2 3 11 6 10 7 -9 -10 -11 -12 12 14 -15 15 -17 19 -19 -20 -21 21 -23 23 -25 25 26 27 29 -30 -31 leaf_value=0.00011782657798338216 0.035816577988696217 0.028909455292179011 -0.018729561229320554 -0.080354348717451896 -0.054575680755713313 -0.006992564006000586 -0.080002854049189109 0.072476269168840229 0.071593092563110708 -0.12777227011411982 0.093360387477948614 0.13542648295116474 0.040396222738146997 0.061148164947960132 0.10088240307050185 -0.072593835624939193 0.096581421637680298 -0.060288990532174548 -0.054487888698260947 -0.079872789005532033 -0.091198613648179605 -0.061264063513376259 -0.037646938437892394 0.00087658793102854057 0.087437418120325697 -0.097602618810369662 0.11418370578316693 0.0036818423363543283 -0.00028906380233168855 0.090621575634777712 leaf_weight=7852.8816008772465 14.608493207415448 3.6274445224553347 7.4495024746829568 4.6044284304080056 5.2523289083037552 4.1145032686763425 3.6321607045829278 6.9673190892208368 2.326994075672701 3.1492831039286102 6.2613313808833482 2.6991892095829817 6.8703927956521609 2.0689701400769991 7.4876190494323946 1.9140673466608857 4.4086147462348881 10.396548169199376 32.90388070055451 0.83283708947783441 2.6726753618568173 9.0427384355571103 35.982409938027558 77.026034334143333 10.430655985139307 4.6705304774513925 4.390088105108588 40.038051586248912 5.3205102197825918 3.92293340031756 leaf_count=82285 587 27 117 52 61 36 27 54 27 51 66 28 68 25 67 29 144 86 416 26 26 71 327 882 75 38 41 355 36 45 internal_value=0 -0.00287347 -0.0130131 0.00398181 -0.0291293 0.0020734 0.00518897 0.0294728 -0.0208061 -0.0511301 0.0535658 0.0181311 0.028662 -0.036484 0.0196311 0.0655648 0.000444713 -0.0202271 -0.0462068 0.0685438 -0.000493943 -0.00323529 -0.000390468 -0.0113895 0.0170072 0.0212123 0.0103418 0.0207688 0.0578047 0.0114401 internal_weight=0 325.073 106.592 51.8815 54.7101 218.481 18.1788 12.9265 5.95915 10.5988 10.3758 41.2827 34.6093 6.6734 31.9101 9.40169 22.5084 17.2669 36.5313 5.24145 208.105 193.497 184.454 113.008 71.4454 68.7728 53.0216 48.3511 15.7512 43.961 internal_count=86175 3890 1305 693 612 2585 169 108 54 168 102 525 448 77 420 96 324 154 443 170 2483 1896 1825 1209 616 590 479 441 111 400 is_linear=0 shrinkage=0.1 Tree=696 num_leaves=31 num_cat=0 split_feature=7 5 5 5 6 4 0 0 8 1 0 8 4 9 0 9 4 0 3 3 9 6 8 3 8 3 5 7 0 0 split_gain=0.288545 2.32381 1.31338 1.96001 2.36618 1.86971 2.5626 2.51913 2.07131 1.75007 2.16969 1.70494 2.5224 1.99455 1.92358 1.68077 1.31904 1.30278 1.08309 1.85977 1.01316 1.69748 1.86563 1.22249 1.19934 0.87693 0.865501 0.73447 2.79936 2.33311 threshold=112.07624816894533 2.6312500238418584 2.5673632621765141 2.4801000356674199 58.207023620605476 0.1071133352816105 0.27705000340938574 0.31274999678134924 37.490001645000007 107.59039688110353 0.53644999861717235 74.680035045000011 0.11800333112478258 1.2342023253440859 0.26737000048160559 1.2375842332839968 0.22822549939155581 0.31004999577999121 22.061336517333988 1.4608800411224367 1.1459585428237917 59.624731063842781 27.513094805000005 73.653854370117202 68.008555565000009 13.005650043487551 2.599985003471375 109.97735595703126 0.07000999897718431 0.10521500185132028 decision_type=10 10 10 10 10 8 10 10 10 10 10 8 10 2 10 2 8 10 10 10 2 10 8 10 10 10 10 10 10 10 left_child=27 2 3 4 -2 26 -7 -8 -9 15 -11 12 -5 14 -14 16 18 -16 19 -6 21 -3 23 -23 25 -22 -4 -1 -29 -30 right_child=1 20 5 11 9 6 7 8 -10 10 -12 -13 13 -15 17 -17 -18 -19 -20 -21 24 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-1.5827888877939901e-05 -0.096702043255041711 0.087894072809522925 0.14565621697603226 0.086738643885818256 -0.093221799082194565 -0.07323140330489615 0.12649971047099762 -0.095498335304521398 0.061372548363347851 0.061836181875458598 -0.1230085715985456 -0.096804192816313903 0.041962711910970368 -0.11070762127127982 -0.11098560194023877 0.087797665515699008 0.10183264073586643 -0.011480538159774401 -0.077355432065959517 0.098130810525554765 -0.023249962446697317 -0.13342927963077791 0.10801837695871166 0.11705453463327925 -0.0044129875022279408 -0.13321036831230013 0.044308225833758652 -0.10432596971718361 0.12140438745920762 0.014170563962688097 leaf_weight=8086.8543478184693 1.5954296015052012 1.1628722082823499 1.6439630710519835 2.0395613741129663 0.80203926460308794 2.7677190446411242 2.2428336626035161 1.5458542145788672 1.8478515585302373 1.1325746276415878 1.4454578347231288 3.2156626516953102 3.8789243353530747 2.6195883629843584 2.1399335209280252 5.6046016324689845 1.1695204134557493 3.4164168350835098 1.7643809648579916 1.3850165620679034 0.94287950577199797 1.6965987984476671 0.52553256787359703 0.22012303746305395 1.5456629425752906 3.1422849605924057 1.7286866422509772 1.8781029335223127 2.170289112487807 31.15542368581373 leaf_count=84745 35 13 17 16 18 40 21 14 40 26 19 63 39 21 15 47 42 36 23 36 25 279 8 5 31 67 24 14 15 381 internal_value=0 -0.00734029 0.00223471 -0.00821404 0.0183754 0.0308114 0.00557036 0.0442645 -0.0100831 0.0321761 -0.041803 -0.0311 -0.0161095 -0.0335103 -0.0120774 0.049958 0.00854453 -0.0498032 -0.0190663 0.0279578 -0.052941 -0.0115482 -0.0588974 -0.104663 -0.0794426 -0.107831 0.0937093 4.69142e-05 0.0144597 0.021154 internal_weight=0 53.222 43.986 32.2091 14.899 11.7769 8.40426 5.63654 3.39371 13.3036 2.57803 17.3101 14.0944 12.0549 9.43527 10.7256 5.12096 5.55635 3.95144 2.18706 9.23595 3.60513 2.44225 1.91672 5.63083 4.08516 3.37265 8122.06 35.2038 33.3257 internal_count=86175 1020 592 436 246 156 115 75 54 211 45 190 127 111 90 166 119 51 77 54 428 305 292 284 123 92 41 85155 410 396 is_linear=0 shrinkage=0.1 Tree=697 num_leaves=31 num_cat=0 split_feature=9 3 3 9 8 9 8 1 8 8 4 9 6 9 8 6 7 3 6 7 2 3 1 1 0 1 8 0 7 7 split_gain=0.289477 0.877653 0.983212 0.288196 2.83839 7.19516 5.00109 4.31232 5.54777 4.82149 4.16672 3.94097 3.06822 2.81372 3.24798 4.06167 3.20495 3.89786 2.98331 2.63762 2.42668 4.14066 2.41144 2.3317 2.78485 2.1257 3.34828 2.02633 2.01371 2.01355 threshold=1.0016464591026308 4.6003799438476571 5.861074924468995 1.5525022745132449 74.879702425000019 1.5776674151420595 74.980382370000015 88.755001068115249 73.98361871500002 73.869909720000024 0.099994499236345305 1.5900974869728091 54.137121200561531 1.539929270744324 88.297967175000011 52.283020019531257 91.875728607177749 147.87545013427737 60.751745223999031 105.58964920043947 184.97500610351565 379.23950195312506 91.001350402832045 114.81845092773439 0.1799832955002785 117.24040603637697 88.353219990000014 1.1232500076293948 105.01190185546876 103.21296691894533 decision_type=2 10 8 2 10 2 10 10 8 10 10 2 10 2 10 10 10 10 8 10 8 10 10 10 10 10 10 8 10 8 left_child=1 -1 -3 13 5 -5 -6 8 12 10 28 -12 -7 -2 15 23 -17 19 -19 -18 -14 27 -11 24 -15 26 -16 -22 -9 -8 right_child=3 2 -4 4 6 7 29 9 -10 22 11 -13 20 14 25 16 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.10641663987811992 -4.2374845955785995e-06 0.11814268745719821 -0.070667703598596629 -0.11577990722617822 0.082980442927690107 -0.12327752451192434 0.0023074449220923574 -0.058336805475752845 0.15178934567966648 0.0096464548643110746 0.11801245640756293 -0.0065130952666981618 0.067284711111583115 -0.069561346508764055 0.24000331233146316 -0.084576086189016741 0.130659997825982 0.024064010724285698 -0.081091880949778677 -0.0034745166512422814 -0.063669867967436872 0.12394762240590831 -0.12172115706487252 0.18211791402107871 0.12805918546238654 -0.12914628951940352 -0.1029126908200667 0.051808849394360625 0.13542407519392224 -0.023820839203696192 leaf_weight=0.97545761439209799 7775.2530435922363 0.55188751958485194 0.5513159646618534 7.2563292629770322 7.3158354535698882 1.7047487984637033 251.7810900194163 11.931296590348666 2.9664756990969172 1.7400753102265278 3.7449866291135532 7.9083906326704891 6.215139688516504 1.1495000115319265 0.48477911949157648 2.6554433878827686 5.2928952457150471 19.656512303110507 3.1271488703787318 2.0275727808475494 7.1215688367374179 1.8831315564457316 7.0941054034046829 2.6016445018776722 1.8781887302429821 2.1169481322722277 0.69003449143201578 1.9316806449787733 0.56161897975835096 33.407956256343823 leaf_count=297 79737 8 35 486 38 86 3148 644 16 26 19 85 48 33 2 90 58 165 23 11 140 43 95 50 44 124 78 33 4 509 internal_value=0 -0.0373143 0.0237864 8.19181e-06 -0.00278026 -0.0222048 0.00134096 -0.0098148 0.0246699 -0.0326329 -0.00950581 0.033505 0.0046714 0.000134672 0.0260473 0.0342216 0.0207379 0.0300275 0.00963094 0.0935083 0.0173887 -0.0109672 -0.0958456 0.112689 0.0530301 -0.0692823 0.0385893 -0.0390303 -0.0496263 -0.000753306 internal_weight=0 2.07866 1.1032 8171.5 354.564 62.0595 292.505 54.8032 21.8227 32.9805 24.1463 11.6534 18.8563 7816.93 41.6807 38.3889 32.7596 30.1041 22.7837 7.32047 17.1515 10.9364 8.83418 5.62933 3.02769 3.29176 1.17481 9.05325 12.4929 285.189 internal_count=86175 340 43 85835 5420 1725 3695 1239 366 873 752 104 350 80415 678 474 347 257 188 69 264 216 121 127 77 204 80 173 648 3657 is_linear=0 shrinkage=0.1 Tree=698 num_leaves=31 num_cat=0 split_feature=9 1 8 7 8 8 1 7 0 3 3 6 7 3 5 1 1 6 1 6 7 7 8 6 2 2 1 6 3 2 split_gain=0.295368 1.82115 1.7986 2.53382 1.93353 3.35885 4.256 3.73693 3.57855 2.76039 2.90075 3.2375 2.83991 2.74415 2.72016 2.62391 2.33955 3.00209 2.69717 2.18754 2.10272 2.90701 2.02987 2.0225 4.3832 3.8634 3.57926 3.51133 2.68537 2.41011 threshold=1.6318134069442751 91.284999847412124 86.904427585000022 87.801750183105483 87.489998390000011 87.598326995000008 122.09254837036134 107.47714233398439 0.16989340633153918 774.05999755859386 1741.259948730469 51.682460784912116 89.022712707519545 1212.7578125000002 2.6798100471496586 111.50355148315431 98.131198883056655 52.225957870483406 103.78250122070314 52.669942855834968 92.847381591796889 91.356075286865249 86.991949630000008 55.479749679565437 1394.2634277343752 123.49499893188478 145.22690582275393 54.785516738891609 272.27499389648443 193.56475067138675 decision_type=2 8 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 10 8 10 10 8 10 10 10 10 10 10 10 10 left_child=-1 -2 3 -3 14 7 9 8 -6 20 12 -12 -11 -14 16 -13 -4 18 -18 -19 21 -7 -16 24 29 -25 -27 28 -26 -21 right_child=1 2 4 -5 5 6 -8 -9 -10 10 11 15 13 -15 22 -17 17 19 -20 23 -22 -23 -24 25 27 26 -28 -29 -30 -31 leaf_value=-8.7605044242030963e-05 0.055972970696541939 -0.11238967239022896 0.054838311633033078 0.073813263321282227 -0.0045298066657367408 -0.032690009156810876 0.13866992695870081 -0.01608921552756816 0.087160673778967745 0.1130007464719824 0.02870910072360764 -0.088769959910346863 -0.12757556906232756 0.09448551702381551 -0.032737627047880066 0.064900638084065265 -0.12732782432380207 0.063735140508336216 -0.031736552923473847 0.017271161008916121 0.043237978377248264 -0.13744882307380946 0.092601687577796271 -0.047713438566127447 -0.021135898585047788 0.010796602315269277 0.13736526820904327 -0.096368777682619602 0.081957847728806349 -0.10763114837536586 leaf_weight=8010.6374760890822 6.5297994939610353 0.8294564038515081 4.1202918831259003 6.1447488467674702 5.9992242595180931 14.806229397654539 1.9418611001692614 9.2031060010194761 14.653442771174012 4.4413365200161961 9.0402287188917416 6.0378059875074532 1.2060989649908154 1.0332333048136204 1.898177035152911 1.3617372494627487 4.5991581985726926 3.5730425752699366 8.2401630460517481 1.8783370782621229 2.6970732621848574 3.2260588406970774 4.0466470690444112 8.3429788184294029 5.2004311550408584 9.6634247526526433 2.9062605015933505 2.8702038377523413 4.9141359608620405 8.7022707604337466 leaf_count=84484 81 5 35 192 63 107 29 68 176 39 65 86 25 18 11 18 33 35 93 25 36 59 54 72 35 81 25 20 35 70 internal_value=0 0.00425023 0.00205109 0.0516678 -0.000309282 0.0108132 -0.00620135 0.0369094 0.0605263 -0.0126169 0.0111404 -0.0114394 0.0667046 -0.025116 -0.0121672 -0.06049 -0.018088 -0.0230227 -0.0659782 -0.011545 -0.0391145 -0.0514318 0.052581 -0.0175924 -0.0376805 0.0050438 0.0400608 0.00125056 0.0289519 -0.0854577 internal_weight=0 160.107 153.577 6.97421 146.603 75.6474 45.7917 29.8558 20.6527 43.8498 23.1204 16.4398 6.68067 2.23933 70.9555 7.39954 65.0107 60.8904 12.8393 48.0511 20.7294 18.0323 5.94482 44.478 23.5654 20.9127 12.5697 12.9848 10.1146 10.5806 internal_count=86175 1691 1610 197 1413 789 482 307 239 453 251 169 82 43 624 104 559 524 126 398 202 166 65 363 185 178 106 90 70 95 is_linear=0 shrinkage=0.1 Tree=699 num_leaves=31 num_cat=0 split_feature=2 1 1 7 1 4 7 3 4 5 9 1 5 5 3 5 5 4 5 6 7 8 6 3 1 8 8 8 5 3 split_gain=0.283962 1.94679 3.54484 2.15978 2.60095 2.58379 2.70124 2.94375 2.90949 2.33522 2.30687 2.4319 2.62818 3.45307 3.08222 2.30477 2.45457 3.60898 2.10984 2.68168 2.42902 1.98925 1.98459 1.88117 2.52975 1.84485 3.13793 2.51992 2.53784 2.35201 threshold=49994.080078125007 87.642147064208999 83.832332611083999 87.350585937500014 91.001350402832045 0.035191001370549209 98.559455871582045 800.78533935546886 0.054487999528646476 2.5579032897949223 1.1076380610466006 106.35115051269533 2.6364799737930302 2.6582233905792241 899.02999877929699 2.6227700710296635 2.6327034235000615 0.051726499572396285 2.6776800155639653 50.471309661865241 86.278442382812514 52.112075745000006 51.940803527832038 119885.89843750001 92.450927734375014 87.824652140000012 87.622871280000012 88.27951542000001 2.6498100757598881 24812.035156250004 decision_type=8 8 8 8 10 10 8 8 10 8 2 10 10 8 10 10 8 8 10 10 10 10 8 10 10 10 8 8 10 8 left_child=-1 2 -2 18 22 9 10 8 -8 -6 21 12 14 -14 -12 -13 -17 -18 -3 20 -20 -7 -5 24 -11 26 29 -27 -29 -26 right_child=1 3 -4 4 5 6 7 -9 -10 23 11 15 13 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=9.3387317384306884e-05 -0.0097134180627873046 -0.061034264948206199 -0.089622250688471766 -0.027393227571045439 0.10524162826346502 -0.010720488249052217 0.00087261544188808535 -0.032840628967396111 0.13727645938511673 -0.10158486250116219 -0.050753241894479342 -0.022348922066592995 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100 38 25 40 27 76 28 20 31 146 28 105 21 29 105 21 70 155 75 49 371 37 530 165 74 47 194 44 internal_value=0 -0.00366672 -0.024523 0.000863573 0.00564708 0.00249893 -0.0117955 0.0353059 0.0773743 0.015781 -0.0205449 -0.0123121 -0.0383988 -0.0643347 0.011266 0.00729128 0.03593 0.00954159 -0.0258097 -0.00254042 -0.0634108 -0.0712349 0.0632078 0.0120807 0.00836545 0.0119308 0.021468 -0.019016 0.0172776 0.013032 internal_weight=0 206.042 36.7686 169.273 143.533 136.089 65.5468 10.2683 6.34897 70.5427 55.2784 47.5549 20.4035 13.4038 6.99971 27.1514 13.809 9.92199 25.7407 15.5009 4.93389 7.72357 7.4431 67.7407 64.5332 62.5063 47.781 14.7253 8.32067 43.1095 internal_count=86175 3430 744 2686 2251 1842 706 131 55 1136 575 486 185 133 52 301 155 126 435 300 145 89 409 1111 1074 1054 648 406 241 574 is_linear=0 shrinkage=0.1 Tree=700 num_leaves=31 num_cat=0 split_feature=3 6 2 2 9 9 9 1 8 0 1 2 9 7 6 8 1 2 2 1 2 6 1 8 8 2 4 0 1 2 split_gain=0.316144 2.72788 2.43997 1.89112 1.63958 1.96328 2.74775 1.37712 1.32967 1.20244 1.20011 1.1725 2.36465 1.9024 1.43421 1.12595 1.00187 0.791426 2.1056 1.35911 0.890822 0.864617 0.760557 0.993744 0.717555 0.664762 0.591571 0.556869 0.517525 0.483757 threshold=119885.89843750001 51.653978347778327 1647.2347412109377 594.77999877929699 1.099329471588135 1.1076380610466006 1.1477001309394839 152.39299774169925 65.80944297500001 0.050005000084638603 71.164203643798842 50025.664062500007 1.0514340996742251 93.435150146484389 54.704156875610359 74.402906950000002 71.956893920898452 28346.709960937504 6746.2304687500009 103.78250122070314 3871.658325195313 50.927904129028327 70.174999237060561 71.893560340000008 47.632367260000002 5296.0021972656259 0.069995000958442702 0.05947499908506871 106.68192672729494 899.12002563476574 decision_type=8 10 10 8 2 2 2 8 10 8 8 10 2 10 10 10 8 10 10 10 8 8 10 10 8 10 10 10 8 8 left_child=-1 2 3 8 25 -6 -7 9 -2 15 22 12 13 -11 -14 -3 -12 18 20 -19 -8 -20 23 29 28 -4 -10 -26 -18 -5 right_child=1 7 4 10 5 6 17 -9 26 11 16 -13 14 -15 -16 -17 24 19 21 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=3.9753993939787338e-05 0.12176542511600019 0.02779213421164195 0.06797526752563543 -0.28079183440267513 -0.17868772063653768 0.11797913548661546 -0.091929289014660256 -0.081016311670505756 -0.10493836834168227 -0.031272504395140566 -0.3630995205605192 0.083969115497779967 -0.10635049529144383 0.091854020925744184 0.010530220994346223 0.13031638464402756 0.0678410264030192 0.091076164456710143 -0.11451694120150342 -0.075533000515098384 0.047115745334529814 -0.29051136439463937 0.12953178885875388 0.022388399611961353 -0.16368305741644834 0.0011490553337267287 0.038042690827402532 0.0085702350999967061 -0.13457882367107427 -0.073609926182689578 leaf_weight=8129.8055210476277 0.61796837124774384 2.4295292378810709 2.5116558594745566 0.22930306196212746 0.91732323169708241 1.1434469893574712 0.90214324142107227 1.2449258401175018 0.85536705350386888 2.0992335111950506 0.19955779612064395 1.8525102510920994 2.5217422175701358 3.1198067484365311 1.7986697193118741 1.9159194212406871 0.28077166154980693 0.84514823183417354 0.61452493129399921 1.1638914673958423 0.94177139248495234 0.51147532555296504 0.2382570393383503 0.53700666051008739 2.7114779111833234 3.6544799877447076 0.43730655335821211 0.20163647391018447 0.22958729222678187 0.22162740263730996 leaf_count=85042 7 31 26 1 4 15 26 30 51 25 1 22 118 25 34 17 4 6 27 38 23 17 2 18 279 28 15 42 57 144 internal_value=0 -0.00923134 -0.0342909 -0.0831521 -0.00927961 -0.0422566 -0.0218151 0.0202306 0.00111098 0.0282398 -0.116353 0.0111679 -0.00296973 0.0423293 -0.0576908 0.0729953 -0.145294 -0.0539196 -0.0867109 -0.00544507 -0.0209126 -0.194461 -0.03084 -0.0695163 -0.132598 0.0283694 -0.0565684 -0.15176 -0.0232185 -0.178964 internal_weight=0 36.9481 19.9657 6.75987 13.2059 7.03972 6.1224 16.9823 1.91064 15.7374 4.84923 11.392 9.53945 5.21904 4.32041 4.34545 3.62303 4.97895 2.96991 2.00904 1.84391 1.126 1.22619 0.987937 3.42347 6.16614 1.29267 2.91311 0.510359 0.45093 internal_count=86175 1133 831 621 210 156 152 302 73 272 548 224 202 50 152 48 383 137 93 44 49 44 165 163 382 54 66 321 61 145 is_linear=0 shrinkage=0.1 Tree=701 num_leaves=31 num_cat=0 split_feature=9 8 9 8 1 8 8 7 1 8 2 6 6 1 8 3 7 9 4 7 9 8 1 1 2 8 6 6 3 0 split_gain=0.290588 2.3619 6.51022 4.00731 3.59193 4.75346 4.28871 3.49995 5.61127 3.7091 5.59969 3.29858 2.89949 3.45876 2.85476 2.46427 2.4542 2.35226 3.66012 2.34619 2.3395 2.78404 3.49451 3.72378 3.94133 4.1759 3.35279 4.8516 2.19188 2.17183 threshold=1.5525022745132449 74.879702425000019 1.5776674151420595 74.980382370000015 88.755001068115249 73.93013833000002 73.869909720000024 93.496208190917983 93.900451660156264 71.893560340000008 677.77099609375011 56.785594940185554 56.477449417114265 99.708000183105483 72.121931125000017 83.306198120117202 101.68435668945314 1.6201764941215517 0.099994499236345305 102.27501678466798 1.539929270744324 88.297967175000011 108.25125122070314 106.00159835815431 458.76499938964849 74.198335955000019 52.283020019531257 56.050838470458991 774.05999755859386 0.18000015616416934 decision_type=2 10 2 10 10 8 10 10 8 10 8 10 8 10 10 10 8 2 10 10 2 10 10 10 8 10 10 10 8 8 left_child=20 2 -2 -3 5 11 7 9 -9 10 28 14 13 -10 29 17 -8 18 -11 -14 -1 22 23 24 -22 -26 -24 -28 -6 -4 right_child=1 3 4 -5 6 -7 16 8 12 15 -12 -13 19 -15 -16 -17 -18 -19 -20 -21 21 -23 26 -25 25 -27 27 -29 -30 -31 leaf_value=-1.4474786484419553e-06 -0.11412147595602103 0.073364050127279798 0.1297411333603066 -0.0009893561097967065 0.29054846143396701 0.099308844228251036 -0.11821476873877113 -0.095939850244029956 0.1714238368414456 -0.12066336068222878 -0.10777043408612218 0.051084612274932842 -0.05125305199032068 -0.029048905498282054 -0.08432510215390103 -0.12078722409514137 0.022851956228081269 -0.1235092080242432 0.085451296377384009 0.13603338051317998 0.086061237092621465 -0.067528273276922679 0.12968134056837757 -0.11746378784315636 0.044591676750357058 -0.099398229975592195 -0.03055799087576154 0.077938926827379851 0.030117724887429836 -0.032491576871625093 leaf_weight=7775.4530447406669 6.6566533159368637 7.4396920539438716 1.3280689689163425 282.13522210431074 0.90391995255595881 5.841257073916494 6.7676019663922462 2.5358982243924375 3.6581955179572097 1.2773726738523676 1.0495767769014035 6.1088239184464319 2.3440293370076701 1.1253667123710327 6.087759352158173 4.9511414063163102 1.5081040076911456 1.6646697856485841 2.6465609036386013 0.93596862563572347 4.9983741134346902 3.0755204141751156 4.9153841415391097 2.475721842787606 4.0523578444262967 4.0044135954231024 6.70293162386952 10.701531348757269 0.50300541354226891 2.1792082852507524 leaf_count=80077 486 38 13 3657 49 48 107 46 23 48 314 91 58 86 168 75 14 13 24 10 33 204 92 35 64 48 126 76 6 46 internal_value=0 -0.00282256 -0.0208675 0.000920914 -0.00924639 0.0222929 -0.030567 -0.00884255 0.0338038 -0.043624 0.0670338 -0.00635416 0.0746067 0.124261 -0.0429234 -0.069415 -0.0925078 -0.0239026 0.018354 0.00219034 0.000124068 0.0239703 0.0314049 -0.00502043 0.0163028 -0.0269748 0.0567509 0.0361538 0.197439 0.0289396 internal_weight=0 349.648 60.0732 289.575 53.4165 21.5451 31.8714 23.5957 10.5995 12.9962 2.4565 15.7039 8.06356 4.78356 9.59504 10.5397 8.27571 5.5886 3.92393 3.28 7816.38 40.9262 37.8507 15.5309 13.0551 8.05677 22.3198 17.4045 1.40693 3.50728 internal_count=86175 5420 1725 3695 1239 366 873 752 223 529 369 318 177 109 227 160 121 85 72 68 80755 678 474 180 145 112 294 202 55 59 is_linear=0 shrinkage=0.1 Tree=702 num_leaves=31 num_cat=0 split_feature=8 8 9 7 5 7 9 5 6 3 1 7 6 2 6 1 9 6 8 1 1 7 9 4 8 7 1 1 6 8 split_gain=0.287018 3.52256 13.8521 5.34738 5.27374 4.76959 3.8524 10.4986 4.21518 6.53544 3.32993 3.08439 5.52458 6.41355 4.66307 3.14406 4.96364 3.00214 2.87191 2.80327 3.40942 4.33894 2.94651 3.56499 2.91656 5.86123 2.86673 3.6762 4.22884 2.85146 threshold=73.722831840000012 73.93013833000002 1.2712075710296633 97.13147354125978 2.6099965572357182 101.0102996826172 1.32133424282074 2.5491399765014653 54.590385437011726 379.23950195312506 109.43389892578126 97.657714843750014 55.479749679565437 173.82878112792972 58.665687561035163 132.85200500488284 1.2079980969429018 53.929851531982429 73.869909720000024 188.28499603271487 176.22499847412112 94.423061370849624 1.2869567275047304 0.029995999298989776 84.486923110000006 90.372039794921889 148.05899810791018 153.93620300292972 61.314634323120124 83.673071915000023 decision_type=10 10 2 8 10 10 2 10 10 10 10 8 8 10 8 10 2 10 10 10 10 10 2 10 10 8 10 10 10 10 left_child=-1 2 11 6 5 18 7 -4 -8 -10 -11 15 17 14 -14 -2 -17 -13 -5 20 26 22 29 -24 -21 -26 -3 28 -28 -22 right_child=1 19 3 4 -6 -7 8 -9 9 10 -12 12 13 -15 -16 16 -18 -19 -20 24 21 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.00046727585935961723 -0.10357627285824662 0.00036093333238058927 0.19707574348097587 0.079943464793782892 0.18723406240966212 -0.066746057841898562 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3.0958013841009207 6.4630403533228682 26.391695129575968 50.076140432262036 2.2894377484917632 4.7499935913365334 leaf_count=50557 200 33121 13 131 20 29 144 35 55 27 23 26 24 67 26 17 50 36 58 100 32 68 61 14 32 149 344 675 12 29 internal_value=0 -0.000750172 -0.0199279 0.0201576 0.0529669 0.0362786 -0.0162813 0.0645268 -0.0387775 0.00529563 0.0737097 -0.0571015 -0.0325259 -0.0655972 -0.00329224 -0.0831232 -0.0175049 0.0348197 0.0583934 -0.000168678 0.000100982 0.0461808 0.0663286 -0.0194549 -0.0340767 0.00888178 -0.000142274 -0.018971 -0.0475187 0.0910467 internal_weight=0 3158.77 92.9595 44.728 23.5362 20.9342 21.1918 4.61486 16.5769 9.39789 5.61722 48.2315 24.805 16.6357 8.28925 23.4265 5.56683 8.16926 17.2347 3065.81 3041.62 15.9725 13.896 3.10838 24.1891 9.55884 3025.65 78.7573 28.6811 10.7876 internal_count=86175 35618 981 535 238 218 297 48 249 105 50 446 179 117 50 267 67 62 189 34637 34356 204 136 75 281 181 34152 1031 356 61 is_linear=0 shrinkage=0.1 Tree=703 num_leaves=31 num_cat=0 split_feature=5 7 2 1 9 3 1 2 7 6 3 0 0 6 3 0 3 2 4 1 2 0 0 2 0 6 8 7 9 9 split_gain=0.286723 2.16789 2.72256 2.56902 3.02546 5.48744 4.07051 5.5948 4.12495 6.31977 2.95334 4.8699 2.86078 3.30362 2.75129 2.65816 10.9976 6.39314 4.44317 3.76931 3.61841 2.64115 2.57918 3.7194 2.4551 2.44734 2.4443 3.42773 2.3755 7.22312 threshold=2.4702500104904179 112.07624816894533 26.836180686950687 102.54955291748048 1.5335874557495119 25.23499965667725 86.798252105712905 157.91999816894534 100.61675262451173 57.096208572387702 66.740806579589858 0.27952314913272863 0.32999996840953832 59.189291000366218 108.79690170288087 0.32000008225440985 79.180000305175795 223.53499603271487 0.11000333353877069 106.68192672729494 1115.8455200195315 0.22995000332593921 0.23959012329578402 146.12154388427737 0.1799832955002785 61.314634323120124 67.714191485000015 97.888069152832045 1.2560290694236758 1.2375842332839968 decision_type=8 8 10 8 2 10 10 10 8 10 10 10 10 8 10 8 10 10 10 10 10 10 10 10 10 8 8 10 2 2 left_child=1 2 -1 4 6 -6 10 8 9 -8 11 -4 -13 26 -12 16 22 -18 21 -20 28 -19 23 -5 -7 -16 27 -14 29 -17 right_child=-2 -3 3 15 5 24 7 -9 -10 -11 14 12 13 -15 25 20 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.055671788964906037 0.00010943286714493446 0.011553547532614361 0.1078584645482103 0.072236456678798702 -0.045344982704804193 0.03659499190568468 0.062438254278155407 -0.098575682117568245 0.047187411984673834 -0.123548500915252 -0.1153300466087758 -0.092920286208067429 0.0011327492984331362 -0.052960008732171965 -0.036082937164807233 0.024646726800041267 0.11892502899936125 0.0120046011963061 0.053037616238286137 -0.083397003179278451 -0.023846998929242205 0.129351613986987 -0.13014408498809052 -0.10625426785868484 0.16651369054532744 0.093153300253240978 0.00011291047566170015 0.15135177430073332 0.050350108178340285 -0.11645912179993015 leaf_weight=6.5139736274384168 7860.8703570976777 75.830346194403319 4.1545837227604343 1.8728615851141359 5.5702673392079287 3.3552614850923419 2.7714845307637006 16.053013773715065 6.392605680215639 5.3610797170549631 4.0610211255261701 3.4853676943457712 2.9477968087230755 7.2478336113272226 15.190197292984523 30.799022334627821 4.834478716831657 10.59292605740484 2.6249313987791529 8.8590310541912896 21.844031360204099 2.3420631210319689 8.2786619798280281 3.0996404576580971 2.5676335089374334 1.6217343863099802 11.46615643420955 3.1338796159252524 21.384246529071788 4.1120817260816684 leaf_count=134 81905 1563 39 20 104 37 25 269 61 36 53 21 42 80 216 279 36 100 20 75 439 19 60 45 22 12 116 27 253 67 internal_value=0 -0.0030488 -0.00802459 -0.00994529 -0.02221 0.0259066 -0.0288023 -0.0578874 -0.0129194 -0.0601663 -0.0121189 0.0067627 -0.00808863 0.00383562 -0.0414601 -0.000248934 -0.0203748 0.0138602 -0.00694064 -0.0522116 0.0106987 0.0332519 -0.0959523 -0.0390269 0.092916 -0.0236164 0.0272941 0.0785404 0.0241033 0.00802626 internal_weight=0 298.368 222.538 216.024 95.3799 11.4932 83.8868 30.5782 14.5252 8.13256 53.3086 32.4356 28.281 24.7957 20.873 120.644 42.5046 29.2534 24.419 11.484 78.1394 12.935 13.2512 4.9725 5.92289 16.8119 17.5478 6.08168 56.2954 34.9111 internal_count=86175 4270 2707 2573 1160 163 997 391 122 61 606 325 286 265 281 1413 375 250 214 95 1038 119 125 65 59 228 185 69 599 346 is_linear=0 shrinkage=0.1 Tree=704 num_leaves=31 num_cat=0 split_feature=4 8 1 2 0 0 1 4 0 6 1 0 9 8 3 8 4 4 5 2 1 5 8 8 7 6 2 7 4 4 split_gain=0.304064 0.523018 0.561446 0.534344 0.52351 0.483804 0.562778 0.324517 0.75543 0.977458 0.66112 0.312762 2.56714 2.03637 2.00438 1.45953 1.60861 2.8053 1.53879 1.50039 2.02455 1.39082 1.17948 3.42041 2.74514 1.76883 1.45361 1.40286 1.08374 1.34902 threshold=0.28014999628067022 73.557281720000006 42.885000228881843 35.120000839233406 0.33769993484020239 0.4379699975252152 57.65950012207032 0.2658079862594605 0.24224997311830523 59.514837265014656 54.73500061035157 0.90049999952316295 1.1526684761047366 87.517355100000017 1.224454998970032 41.376632000000008 0.053801501169800765 0.09539049863815309 2.4600499868392949 119.61317062377931 121.6716995239258 2.341500043869019 73.35557599000002 73.638540480000017 97.585292816162124 54.098665237426765 21.717584609985355 88.570766448974624 0.15408100187778476 0.063723500818014159 decision_type=10 10 10 10 8 8 10 10 10 8 10 10 2 8 10 10 8 8 10 10 10 8 10 8 8 10 10 10 10 8 left_child=7 2 -2 -3 -4 -6 -7 11 -9 -10 -11 -1 13 14 -13 -16 -17 -18 19 20 21 -19 28 -24 25 27 -26 -25 29 -14 right_child=1 3 4 -5 5 6 -8 8 9 10 -12 12 22 -15 15 16 17 18 -20 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31 leaf_value=3.8641756657739298e-05 -0.10373406848128947 -0.018275259373208369 -0.10800487885298365 -0.11382161640497941 0.12616986921068046 -0.10825048040444479 0.049961210948275554 0.089414415501458996 0.062053997059653788 -0.1108110453579414 -0.00081693228718846965 -0.063847171742117473 -0.028509566495948713 -0.11274440525898764 -0.054906591429369073 0.093232912837658249 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270 51 57 188 internal_value=0 -0.0250703 0.00766235 -0.0580994 0.0284055 0.0471416 0.0131492 7.62288e-06 0.024238 0.0032543 -0.0365306 -8.80712e-06 -0.00810057 0.0126829 0.0188335 0.0284679 0.0362356 0.0225458 0.0387225 0.0197819 0.050495 0.083537 -0.0341108 -0.0135925 -0.0322073 0.0244725 -0.0773634 -0.0295738 -0.0613649 -0.0746171 internal_weight=0 4.83769 2.42975 2.40794 2.04833 1.80097 1.2593 8151.53 5.52359 4.17836 2.49213 8146.01 47.4885 26.3964 25.1625 22.5365 20.6158 16.6232 14.3915 10.776 6.42391 4.77109 21.0921 12.033 10.7256 4.75593 5.96962 2.66382 9.05905 7.8994 internal_count=86175 944 884 60 266 125 120 85231 100 86 65 85131 1335 484 473 300 209 174 159 129 81 60 851 420 414 111 303 77 431 374 is_linear=0 shrinkage=0.1 Tree=705 num_leaves=31 num_cat=0 split_feature=8 9 5 1 2 2 3 2 7 7 0 2 2 6 8 6 5 2 5 0 3 6 7 6 6 7 9 6 6 0 split_gain=0.288683 3.63616 1.55678 2.28932 1.69315 2.02935 1.41112 2.1079 1.85825 2.51187 1.65209 1.63554 1.79241 1.62427 2.73423 1.85913 2.17986 1.42825 1.31866 1.19957 1.1731 1.10699 1.78479 1.36441 1.02701 0.956318 2.17198 1.40547 0.94625 0.769859 threshold=88.484342550000022 1.5335874557495119 2.6199631690979008 160.80149841308597 3526.4384765625005 1365.7219848632815 108.79690170288087 4931.3598632812509 85.059902191162124 87.25397109985353 0.18998345732688907 14056.177734375002 42747.324218750007 50.41822814941407 88.902841900000013 53.337013244628913 2.6900134086608891 814.69497680664074 2.6498100757598881 0.20998344570398333 2305.724975585938 51.571136474609382 87.132465362548842 48.196331024169929 51.514183044433601 87.72849273681642 1.5271995663642886 49.875751495361335 51.001256942749031 0.30999997258186346 decision_type=10 2 10 8 10 10 10 10 8 10 10 10 10 10 8 10 8 10 10 10 10 10 8 10 10 8 2 10 8 10 left_child=-1 2 4 6 5 -2 7 10 -8 21 17 -9 -13 14 18 16 19 -4 -11 -15 -3 23 -23 -10 -7 -12 27 -27 -22 -6 right_child=1 20 3 -5 29 24 8 11 9 13 25 12 -14 15 -16 -17 -18 -19 -20 -21 28 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-5.8380391184974001e-05 0.065132390506127555 -0.1067741796246376 0.034746500862752008 -0.098783501532582654 0.11021492617498092 0.019957177106918328 -0.037848240385099589 -0.12396331777265542 0.010695986768569546 -0.077596342817635042 0.070843274906340431 0.075948628253691267 -0.090086568562873309 0.11483474333744147 -0.15191970387739817 -0.086812050742437863 -0.093688233576864094 -0.13431078935638704 0.067298571308626959 0.01909060253380343 0.11163704021020318 -0.10183174947892873 0.096081550656307926 0.11242830134195828 -0.076169317706109158 -0.061174160080866825 -0.12212593670989391 0.10294129545881177 -0.10262560361454798 0.03647793341052042 leaf_weight=8093.6421202256361 3.9732817422773206 3.5025366224326708 0.84035365382442107 2.0646228406694709 3.7559382569161235 2.0183650264516473 4.1442039646208313 2.5494936824106835 1.6889650257071496 0.98171834833919858 3.7076199501752853 1.2369546883855949 1.3706379830782678 3.2948847771622241 1.5304633597843347 1.111297504045069 0.86912350656712067 1.2328994111012432 1.7436998998746274 2.1706814125645906 0.50402334518730629 0.85548430681228604 0.9749338271940361 6.0078166243911255 2.4735237747663632 0.76837915973737869 1.0516227930784228 1.6262320801033636 0.34872533445377485 2.2726909370394424 leaf_count=84585 177 409 54 34 41 27 29 31 14 9 25 14 33 44 9 31 90 25 50 16 4 4 88 127 18 10 10 55 91 21 internal_value=0 0.00686536 0.0136734 0.00388559 0.0419163 0.0130728 0.00921724 -0.0158046 0.0234022 0.0353591 0.0128143 -0.0670097 -0.011325 0.00432148 -0.0449582 0.0324881 0.053417 -0.0657866 0.0151062 0.0768094 -0.081166 0.0734813 0.00358262 0.0901044 -0.0329763 0.0355935 -0.00232977 0.0502802 0.0240159 0.0824173 internal_weight=0 60.6712 56.3159 41.8221 14.4938 8.46517 39.7575 14.3842 25.3733 21.2291 9.22711 5.15709 2.60759 11.7019 4.25588 7.44599 6.33469 2.07325 2.72542 5.46557 4.35529 9.5272 1.83042 7.69678 4.49189 7.15385 3.44623 2.39461 0.852749 6.02863 internal_count=86175 1590 1086 802 284 222 768 257 511 482 179 78 47 249 68 181 150 79 59 60 504 233 92 141 45 100 75 65 95 62 is_linear=0 shrinkage=0.1 Tree=706 num_leaves=31 num_cat=0 split_feature=3 7 7 8 4 7 0 1 5 0 2 1 7 9 1 9 9 9 8 9 8 9 5 7 2 9 3 8 9 7 split_gain=0.272847 1.63248 2.17997 2.02674 2.49723 1.89791 1.87421 2.08944 1.59594 2.12084 1.5937 2.42082 1.45715 1.44566 1.42191 3.4531 6.38431 4.56798 3.22274 2.11652 10.3731 10.8407 5.21194 4.37294 6.63228 4.31769 3.63612 3.04717 2.8072 2.86023 threshold=12.087590217590334 86.278442382812514 87.72849273681642 66.059192255000013 0.037704501301050193 85.822437286376967 0.6991499960422517 150.86499786376956 2.7183034420013432 0.56020000576972973 7304.7746582031259 107.9310989379883 87.801750183105483 1.2112911343574526 157.25249481201175 1.2210472226142886 1.1392991542816164 1.2661221623420718 87.385966165000013 1.018160939216614 47.632367260000002 1.0232319235801699 2.4100500345230107 90.192985534667983 646.41448974609386 1.0198619961738589 9.1297502517700213 53.053214340000004 1.0382359027862551 102.27501678466798 decision_type=10 8 8 8 10 8 10 10 8 10 10 10 8 2 8 2 2 2 10 2 10 2 10 8 10 2 8 8 2 10 left_child=1 3 6 4 -1 -5 7 8 13 10 -10 -12 -4 -3 19 16 -16 -17 -19 23 21 -21 -23 -14 27 -22 -26 -25 29 -24 right_child=-2 2 12 5 -6 -7 -8 -9 9 -11 11 -13 14 -15 15 17 -18 18 -20 20 25 22 28 24 26 -27 -28 -29 -30 -31 leaf_value=0.18004509335159732 0.00021828436300883148 -0.022907476233921226 0.069000107320141932 -0.077976176226607588 0.035354179947061137 0.056695663911384489 0.040854794635325486 0.055303372139558896 -0.1401228034001635 0.064036076504733142 -0.11510747622343087 0.094097126901350248 -0.13131049814250315 -0.12089262132345446 -0.014214155020836389 0.19479605869464134 -0.1440163833309277 -0.058548260753757089 0.13875462716019757 -0.13663637952019189 0.076255422104821113 0.10392606618849803 -0.10358600301247436 0.010166748812781236 0.13778936052261573 -0.0010412384554917425 0.0091075954814664808 -0.098173090541155361 0.029404199960907332 0.12781794463769744 leaf_weight=1.6702346404498456 7087.1944829546919 2.0769853086675321 2.9410326246287459 2.2155738961882898 4.1731419245770667 1.9831315529299898 2.6407486167900052 1.65816469490528 1.6594721823930751 1.8533297441899774 1.1059902685956333 1.1064938465133307 2.0861998125124179 5.4745294675012701 52.86580086592511 1.7112079592370708 4.0817874756976371 2.814975294640647 1.1727640736662577 11.580590534871591 7.2904579052701584 3.3408865615210734 5.6055552104917279 101.05384331429876 6.4040877066900039 824.19998655797394 3.3416581451892862 2.6645423542031486 3.6096167340874672 0.5904046326968454 leaf_count=12 72900 29 34 35 68 23 36 18 33 11 51 10 30 108 449 9 29 305 31 159 36 62 105 1480 169 9704 23 40 22 154 internal_value=0 -0.0014984 -0.00188039 0.0386303 0.0767117 -0.014368 -0.0368041 -0.0505355 -0.0637539 -0.0239359 -0.0660441 -0.0104814 -0.00128868 -0.0939426 -0.00148853 -0.0160908 -0.0235179 0.058125 -0.000522969 -0.000547167 -0.00226161 -0.0660887 -0.003944 0.0121567 0.0147946 -0.000363506 0.0936665 0.00738348 -0.0406967 -0.0815358 internal_weight=0 1064.97 1054.93 10.0421 5.84338 4.19871 17.5757 14.935 13.2768 5.72529 3.87196 2.21248 1037.36 7.55151 1034.41 62.6465 56.9476 5.69895 3.98774 971.768 856.217 24.7271 13.1465 115.55 113.464 831.49 9.74575 103.718 9.80558 6.19596 internal_count=86175 13275 13137 138 80 58 296 260 242 105 94 61 12841 137 12807 823 478 345 336 11984 10242 502 343 1742 1712 9740 192 1520 281 259 is_linear=0 shrinkage=0.1 Tree=707 num_leaves=31 num_cat=0 split_feature=9 7 0 0 3 1 1 2 8 2 6 7 1 1 3 7 7 6 6 1 4 3 2 9 3 3 5 5 4 3 split_gain=0.297872 1.26523 2.19272 2.07941 1.93957 1.78788 1.72541 1.62669 1.58371 2.99843 3.11252 1.55988 2.09412 1.54239 2.76853 1.32322 2.33209 1.38536 1.50492 1.32201 1.31624 1.52771 1.60454 4.20323 1.30873 1.25816 1.24214 1.50193 1.58613 3.45609 threshold=1.0083022713661196 94.363582611083999 0.16223328560590747 0.23959012329578402 248.45815277099612 127.39005661010744 123.78184890747072 134.70010375976565 40.878328720000006 119.61317062377931 58.295309066772468 100.7435646057129 70.174999237060561 133.79336547851565 12.087590217590334 100.38489151000978 98.310241699218764 59.754011154174812 59.081159591674812 61.094999313354499 0.11100799962878229 6.3065781593322763 51.48481750488282 1.003304183483124 697.06835937500011 4.6003799438476571 2.6280050277709965 2.5201749801635747 0.1020033322274685 113.11325073242189 decision_type=2 8 8 8 10 10 8 10 8 8 10 10 8 10 10 10 10 10 10 10 10 10 8 2 10 8 10 8 10 10 left_child=1 3 -3 6 7 8 -1 -5 15 19 11 12 -11 -8 -15 16 17 18 20 -10 21 22 -4 -24 -23 -14 27 -21 29 -29 right_child=-2 2 5 4 -6 -7 13 -9 9 10 -12 -13 25 14 -16 -17 -18 -19 -20 26 -22 24 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.11404669588796618 6.0036411294188586e-05 -0.055853161582024802 0.018560229887646638 -0.051686179556623815 -0.1157406762295634 0.043543564536770087 -0.035732069034838353 0.062615902985803329 -0.039848106390173582 0.033869577503616521 0.053433323880501295 0.017149046827038224 -0.0063970700947016098 -0.013103172342429768 0.14617342692803198 -0.048757511902220517 0.11522600747568082 -0.10234022208773474 0.16874471457128992 -0.025428271822856664 -0.12273083731001849 0.1011334517377281 0.052962331290390366 -0.21817060710420477 -0.022208600268107254 -0.11433827842278912 -0.074527462377672438 0.041740992230107875 0.10660121598383042 -0.12375044104070335 leaf_weight=2.8519618026909344 8053.0721606053057 9.4970968639436233 6.6255868811858827 2.3937532462664448 1.7064972880762068 6.9347866801545015 2.8091403627768168 2.5946332067251205 6.6069594404662011 1.27875808120734 2.2316145151853553 1.6418509278446425 1.2229903375809943 2.4073554086498916 1.9962414130568502 3.0073533658869556 2.3746333634480825 1.0456181857202853 0.62413565391034431 5.5214376465505728 0.70884486135551661 3.0590342382492954 1.1787484189957536 1.1103609723049883 1.1968270934885366 9.2261221435699099 1.550565788114908 9.5062146413511055 2.6035454990342251 1.4550836198031891 leaf_count=23 84475 151 120 53 23 114 26 18 53 25 18 18 45 38 12 40 19 87 11 78 233 53 89 14 21 129 13 139 23 14 internal_value=0 -0.00551567 -0.0107371 0.0194733 -0.0237151 -0.00467767 0.0482015 0.00776631 -0.00992106 -0.0209353 -0.0558935 -0.0741418 -0.0869221 0.0221659 0.0591002 0.0126246 0.0229236 0.00882736 0.0168419 -0.000916262 0.010011 0.0171553 -0.00637671 -0.0785541 0.0664474 -0.101705 0.0115479 0.0185407 0.0364378 0.0197724 internal_weight=0 96.9678 80.2082 16.7596 6.69488 70.7111 10.0647 4.98839 63.7763 42.8451 15.6013 13.3697 11.7279 7.21274 4.4036 20.9311 17.9238 15.5492 14.5035 27.2438 13.8794 13.1706 8.9147 2.28911 4.25586 10.4491 20.6368 19.0863 13.5648 10.9613 internal_count=86175 1700 1507 193 94 1356 99 71 1242 555 235 217 199 76 50 687 647 628 541 320 530 297 223 103 74 174 267 254 176 153 is_linear=0 shrinkage=0.1 Tree=708 num_leaves=31 num_cat=0 split_feature=9 3 3 9 9 1 4 5 3 8 1 9 1 5 2 9 9 2 5 6 0 5 7 8 3 7 1 2 1 2 split_gain=0.307534 0.747986 0.824507 0.283385 2.27991 5.25053 5.62584 4.55863 4.43173 3.68507 3.57877 3.51194 3.36521 6.5838 5.11001 6.06904 4.87848 6.3874 6.80679 5.64016 4.59859 4.14332 4.07237 6.35902 4.5563 3.77757 3.6332 3.58353 3.20944 4.13415 threshold=1.0016464591026308 4.6003799438476571 6.3065781593322763 1.0299918651580813 1.0399255156517031 75.93500137329103 0.085270501673221602 2.5579032897949223 4.1601498126983651 56.807741540000009 82.004386901855483 1.0349020361900332 118.79549789428712 2.6724250316619877 1309.195007324219 1.0316978693008425 1.0365875959396365 154.21499633789065 2.5400049686431889 58.207023620605476 0.24652499705553058 2.618836641311646 93.792598724365249 49.091092425000006 52.958499908447273 95.606250762939467 96.603199005126967 1881.8937988281252 101.90145111083986 2543.7900390625005 decision_type=2 10 10 2 2 10 8 8 10 10 10 2 10 8 10 2 2 10 10 10 8 8 8 8 8 8 10 10 10 10 left_child=1 -1 -3 -2 5 7 8 -5 11 10 -8 -7 13 16 22 -16 17 18 19 -12 -14 -19 -15 -24 -25 26 -18 -17 29 -29 right_child=3 2 -4 4 -6 6 9 -9 -10 -11 12 -13 20 14 15 27 25 21 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-0.10601327283959124 0.0022306407313340019 0.10797915884320218 -0.070100856982356075 0.058717866580859451 0.00014310939159688493 -0.025906493576991749 0.055827377730318588 -0.1137110089520746 -0.0569859205144473 -0.10670466822783309 0.11435274440425086 0.10808795221285035 0.068582333050648689 0.12767786205947429 -0.12655549659836665 -0.080294592690075495 -0.084883796503484418 0.11637838383982471 -0.10790542364504899 -0.036458988587428395 -0.010642974176078353 -0.0099044965077766927 -0.087414529036662553 0.018523468407206631 0.11157443321362777 -0.1095081776399268 0.067831501925457185 0.09252575830051929 0.066265087844601542 -0.032727359025121937 leaf_weight=0.90859799073143577 534.05162302813733 0.51559658444602952 0.52445706166588479 1.8911784004885674 7396.4763544085445 5.1571357958018762 12.059711591224184 8.1013764428562354 32.259402403578861 3.0967286792583755 3.4333525802940157 3.1512328963726759 14.886477809399365 4.4580256491899481 4.3212275579571715 4.6874358300119665 3.3477346226573017 5.1135896518826458 9.2763613853603584 8.9291046845028159 14.426728176884355 5.2816211637109527 4.2990616410970715 19.50409839395434 7.2065942138433448 12.094312939909285 2.9137351214885712 3.2352002719417277 8.2294196635484678 14.208218090236185 leaf_count=297 5780 8 35 36 78015 29 106 284 308 129 26 27 229 24 48 27 22 32 61 59 117 36 20 132 38 87 22 21 35 85 internal_value=0 -0.0397273 0.0181806 3.8824e-06 -0.000152344 -0.0102898 -0.00684897 -0.0810773 -0.0402123 0.00135349 0.00342021 0.0249155 -0.000797374 -0.00818734 0.0116204 -0.0156737 -0.0357623 -0.012209 -0.0431587 0.00542507 0.029591 0.0522163 0.0383093 0.0254615 0.0436288 -0.0768669 -0.0138187 0.000108345 0.0147886 -0.00949688 internal_weight=0 1.94865 1.04005 8146.1 7612.05 215.569 205.577 9.99255 40.5678 165.009 161.912 8.30837 149.852 120.539 70.1493 34.6815 50.3898 32.034 21.6388 12.3625 29.3132 10.3952 35.4678 31.0098 26.7107 18.3558 6.26147 30.3603 25.6728 17.4434 internal_count=86175 340 43 85835 80055 2040 1720 320 364 1356 1227 56 1121 775 430 216 345 214 146 85 346 68 214 190 170 131 44 168 141 106 is_linear=0 shrinkage=0.1 Tree=709 num_leaves=31 num_cat=0 split_feature=5 9 7 1 9 6 7 8 0 9 1 3 7 4 8 3 9 2 9 9 3 9 9 0 0 7 7 2 1 6 split_gain=0.275391 3.32446 5.43819 5.49349 4.6278 5.09201 5.26134 4.52804 7.07001 5.26523 4.75465 5.19054 4.31956 7.07038 4.30572 4.17928 4.31021 8.38332 4.66944 5.16426 4.45124 6.01884 8.87978 7.30516 7.01234 6.13948 10.4436 7.90934 5.44999 7.59228 threshold=2.6485567092895512 1.2358905673027041 93.060775756835952 105.00469970703126 1.222699046134949 50.105657577514656 88.570766448974624 68.163682825000009 0.12254672870039941 1.2492841482162478 126.21020126342775 406.54499816894537 95.243495941162124 0.037223499268293388 83.351226575000013 43.264999389648445 1.2128868699073794 1423.414978027344 1.214552164077759 1.2161991596221926 91.358718872070327 1.1844688057899477 1.1929618716239931 0.077029999345541014 0.41564999520778662 91.650299072265639 93.792598724365249 724.00579833984386 126.21020126342775 51.625030517578132 decision_type=10 2 8 10 2 10 8 10 8 2 8 10 10 10 10 10 2 10 2 2 10 2 2 10 8 10 10 10 8 10 left_child=-1 4 -3 12 15 -6 -7 8 9 -5 11 -9 -4 -14 -15 -2 20 -18 -19 -20 -17 -22 -23 28 25 27 -27 -25 -24 -30 right_child=1 2 3 7 5 6 -8 10 -10 -11 -12 -13 13 14 -16 16 17 18 19 -21 21 22 23 24 -26 26 -28 -29 29 -31 leaf_value=-0.0003540234258424702 0.011838279434799369 0.0011305003111053719 -0.031368212554183636 0.30147080999677722 0.09171549865286871 -0.073804839320093032 0.024429313167471555 0.016600908538765217 -0.086724047520040495 0.000342114350041007 0.075066582834247553 -0.11950043495360618 0.070055280368135242 0.0036946927186545654 -0.060794817515959346 -0.011954004149469732 0.0064210917846418084 -0.19358211793963215 0.10211365806614543 -0.098413615819164524 0.00059354597722497738 0.075786530960337134 -0.10766411071305143 0.1327913121932891 -0.14169798412285919 0.15290396152833916 0.017857633702868057 -0.025441534564273501 0.1455343375862512 -0.077166381594436645 leaf_weight=5994.794153423627 337.20270984267563 408.72127018478977 52.736057447486019 0.65761716663837422 10.318803432863204 5.9031733572483054 71.367889854649547 6.7382465784394316 29.746103257721188 4.9609877155162394 5.2146597527171243 4.7969659756327019 13.984956105312447 58.400891667475662 12.583829118259017 237.69120944718816 17.08150587632554 3.8315954495919859 1.586906551849095 6.7345962830586359 766.38476556187015 27.047041912097484 8.330646237591278 3.7222148670698543 2.3906867215409866 9.260558519628832 15.004983611783244 20.876527843181975 2.6238196529448041 3.6749389208853245 leaf_count=57062 3672 8202 1196 3 119 87 482 490 2101 368 481 281 176 764 220 1615 118 46 20 120 7604 237 129 40 33 101 140 217 21 30 internal_value=0 0.000965265 -0.00536537 -0.0193523 0.00340825 0.0257356 0.0169247 -0.0470057 -0.0672917 0.0355871 -0.00417507 -0.0399974 -0.00888688 0.00506606 -0.0077377 0.00207191 -0.000852188 -0.0387478 -0.102234 -0.0601732 0.000157709 0.00350787 0.0275417 0.00773603 0.0255257 0.0337072 0.0693959 -0.00149817 -0.0545913 0.0156021 internal_weight=0 2149.58 598.542 189.82 1551.03 87.5899 77.2711 52.1146 35.3647 5.6186 16.7499 11.5352 137.706 84.9697 70.9847 1463.44 1126.24 29.2346 12.1531 8.3215 1097.01 859.316 92.9314 65.8844 51.255 48.8643 24.2655 24.5987 14.6294 6.29876 internal_count=86175 29113 14282 6080 14831 688 569 3724 2472 371 1252 771 2356 1160 984 14143 10471 304 186 140 10167 8552 948 711 531 498 241 257 180 51 is_linear=0 shrinkage=0.1 Tree=710 num_leaves=31 num_cat=0 split_feature=3 1 0 0 4 7 9 9 6 9 4 4 8 8 2 2 8 8 7 4 7 5 9 2 5 1 8 9 9 5 split_gain=0.301747 2.3631 2.97793 3.60953 3.64247 2.99276 2.51651 7.6632 6.12363 4.28138 3.62627 3.11216 3.06933 2.64403 4.31229 3.42281 5.0428 2.76098 4.16031 4.49782 3.63988 2.7419 3.18038 2.63236 4.59618 4.36012 2.56094 2.46174 3.95226 4.62731 threshold=1.224454998970032 86.798252105712905 0.062083277851343162 0.05947499908506871 0.089007500559091582 107.47714233398439 1.2259938120841982 1.27454149723053 53.556535720825202 1.3079319000244143 0.069002497941255583 0.1060033328831196 59.698715195000005 83.758449285000026 58.920650482177741 58.920650482177741 75.559999525000009 59.948030760000009 102.27501678466798 0.14186333864927295 103.38414001464845 2.6559033393859868 1.1661193370819094 856.39001464843761 2.6292734146118169 73.243469238281264 71.117230790000008 1.096052408218384 1.0895128250122073 2.684436678886414 decision_type=10 10 8 10 10 10 2 2 8 2 10 10 10 10 10 8 8 10 10 10 10 10 2 10 10 10 10 2 2 8 left_child=1 6 3 4 -3 27 13 8 12 -9 -11 -10 -8 15 -15 -1 17 18 -17 -20 21 23 -23 25 -25 26 -19 28 29 -4 right_child=-2 2 5 -5 -6 -7 7 9 11 10 -12 -13 -14 14 -16 16 -18 20 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0079916891518757496 0.00010525973114863235 0.0080350024784221624 -0.026040989138008709 0.14825201732528845 0.13200077598175733 0.074429017349659593 0.028722085054700724 -0.082539650287295929 0.1652664654938836 -0.11120088984974295 0.038674118550669698 0.05019968887605062 -0.12960792407952013 -0.078516518864557294 0.13089945713864332 -0.098703731163055725 -0.15093979553565229 0.047946342991929999 0.09205841449915525 -0.087631549858070007 -0.13638504787858027 0.13330395339040729 -0.0029358270471551672 0.14488710496077187 -0.11937440735469228 -0.11227646288339993 -0.10743160226561475 0.011246586538945768 -0.087460404203834052 0.02964682721883834 leaf_weight=15.741159585816318 7873.7671314043992 19.615992454302621 48.562483785302902 2.5659901582089324 2.6960010097589011 4.9889243788056765 3.7724076851736728 9.5784233487425769 4.8510175086557865 1.9957677051170311 8.4474321276575193 4.5600084001198411 1.8127246163785455 1.5992438079265401 2.5530887119821273 12.019380567016727 4.1680402330421193 4.5244357241317683 2.9010514393448821 2.6797635809343774 2.183616998139768 2.7759891021996728 4.4765422476921231 1.9916528449393802 0.98299585655331601 5.4861600263757282 1.3856354895979164 57.343585660640827 7.0535935014486304 21.539632190186239 leaf_count=887 81936 161 424 16 20 88 57 303 26 133 146 36 20 27 27 418 61 44 24 32 19 19 53 47 10 120 108 713 38 162 internal_value=0 -0.00332639 0.00405922 0.0359314 0.023014 -0.00162525 -0.0154071 0.00623099 0.0602841 -0.0342547 0.010032 0.109512 -0.0226659 -0.0269808 0.0502443 -0.0322105 -0.0460958 -0.0355422 -0.0655745 0.00577592 -0.0133398 -0.000914255 0.0492115 -0.0262111 0.0575598 -0.0480771 0.0115175 -0.0044463 -0.0161095 -0.00893031 internal_weight=0 264.853 164.366 24.878 22.312 139.488 100.487 35.0178 14.9962 20.0216 10.4432 9.41103 5.58513 65.4688 4.15233 61.3164 45.5753 41.4072 17.6002 5.58082 23.807 21.6234 7.25253 14.3709 2.97465 11.3962 5.91007 134.499 77.1557 70.1021 internal_count=86175 4239 1622 197 181 1425 2617 721 139 582 279 62 77 1896 54 1842 955 894 474 56 420 401 72 329 57 272 152 1337 624 586 is_linear=0 shrinkage=0.1 Tree=711 num_leaves=31 num_cat=0 split_feature=9 3 9 1 7 5 9 9 1 8 9 8 9 4 8 9 1 8 8 9 1 2 3 1 1 8 9 1 8 9 split_gain=0.284716 2.44706 5.92363 5.12917 6.54093 5.2294 4.62159 7.01522 7.11609 7.86172 7.57964 5.44888 10.7621 7.89379 4.78008 4.75342 5.20825 4.57343 5.072 6.23063 4.75149 4.10622 7.86573 5.18653 7.34498 4.07819 4.01193 4.27496 12.2609 10.1016 threshold=1.1326038241386416 21.420949935913089 1.1293502449989321 104.08095169067384 92.275657653808608 2.4702500104904179 1.1143009066581728 1.0895128250122073 87.354000091552749 70.87353305500001 1.096052408218384 67.714191485000015 1.0760917663574221 0.086001999676227583 67.503599680000022 1.1092507839202883 102.86154937744142 74.980382370000015 79.618289135000012 1.1259250044822695 97.810398101806655 352.41999816894537 1.224454998970032 79.415000915527358 76.300849914550795 75.474242615000023 1.0465513467788699 89.910800933837905 55.038618855000003 1.0514340996742251 decision_type=2 10 2 10 8 8 2 2 10 10 2 10 2 8 8 2 10 10 10 2 8 10 10 10 10 10 2 10 10 2 left_child=1 2 6 5 -5 -4 7 11 9 -9 -11 12 14 -14 26 -10 -17 20 -19 -20 -8 22 -13 24 25 -23 -1 28 -28 -30 right_child=-2 -3 3 4 -6 -7 17 8 15 10 -12 21 13 -15 -16 16 -18 18 19 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0061359422275321087 -0.00046864122498151107 0.0023404866930077633 0.069761056742826733 -0.11516675435586608 0.09068770925405456 -0.13935432521408159 0.15130898034905216 -0.12050471631983783 -0.018068300370006327 0.084090614395630855 -0.048597727174071598 -0.047044019568383472 0.10255674129423131 -0.09230501463746188 -0.15480820649377403 0.10225878619765133 -0.048552865126486301 -0.088633906425253969 0.0053183661012337962 0.14368410406646101 0.027970104137119381 -0.030402817268329441 0.11381433191399221 -0.047611059425104997 0.16377189055711977 0.13944937828244222 0.10211866182454302 -0.0039333754013537109 -0.11025675862342042 0.020854779325810889 leaf_weight=337.89761582821177 5056.9753318762587 2336.2170965051996 1.394465981982649 2.6283453777432433 3.7398168984800577 8.3963696290738881 5.2759558483958218 13.481707114726303 40.446223421371542 4.9188048187643281 34.504840092733502 4.047459221561442 2.3241469208151102 19.700751819342262 1.9961857611777976 7.5488510746508819 3.2870474644005299 4.6565121398307374 23.872404940426353 3.7681242879480115 7.6556290416046986 7.7012673217977881 12.210707203805212 9.6776573964743857 3.9107499688398084 1.7314007181266786 17.707563128322363 83.3088440875581 6.4298848025500766 68.261784532151069 leaf_count=4120 58986 19405 22 29 26 109 30 117 257 39 422 52 14 276 66 55 28 285 142 28 79 132 123 101 37 58 127 512 45 453 internal_value=0 0.000751117 -0.00424983 -0.0641335 0.00572495 -0.109571 -0.00291756 -0.00497314 -0.0288547 -0.054585 -0.0320425 -0.00066021 -0.0032871 -0.0717425 -0.000362901 -0.00230984 0.0565104 0.0280372 0.0079158 0.0241812 0.0782911 0.0352948 0.0737688 0.00812342 0.0485463 0.000774174 0.000237368 0.0124936 0.0273045 0.00956795 internal_weight=0 3078.7 742.481 16.159 6.36816 9.79084 726.322 681.093 104.187 52.9054 39.4236 576.906 537.627 22.0249 515.602 51.2821 10.8359 45.2286 32.297 27.6405 12.9316 39.2792 16.2582 23.0211 13.3434 9.43267 513.606 175.708 92.3992 74.6917 internal_count=86175 27189 7784 186 55 131 7598 7034 918 578 461 6116 5613 290 5323 340 83 564 455 170 109 503 175 328 227 190 5257 1137 625 498 is_linear=0 shrinkage=0.1 Tree=712 num_leaves=31 num_cat=0 split_feature=6 4 7 9 0 2 7 6 2 3 5 9 6 0 5 5 5 7 9 7 3 5 5 8 1 0 5 3 3 0 split_gain=0.296909 2.28382 3.3018 2.6705 3.30685 2.45028 2.85784 1.84558 1.80304 2.18589 1.72548 1.61214 1.60103 1.77913 2.21964 4.37755 2.58642 2.54166 2.42848 2.35735 2.34668 2.25346 2.8557 2.19653 2.58331 2.03254 1.80755 1.73027 1.71302 3.92471 threshold=51.514183044433601 0.10000333562493326 88.122100830078139 1.1143009066581728 0.15000005066394809 1797.0034790039065 91.81790924072267 50.927904129028327 123.49499893188478 8.6812500953674334 2.739705085754395 1.1143009066581728 51.682460784912116 0.0099899997003376501 2.5729150772094731 2.6510967016220097 2.5273933410644536 89.830139160156264 1.232557535171509 90.432712554931655 935.36001586914074 2.7192049026489262 2.7100449800491337 22.435539010000003 92.450927734375014 0.089829999953508391 2.6199631690979008 282.97850036621099 115.26855087280275 0.17000003904104236 decision_type=8 8 10 2 10 10 10 10 10 8 10 2 8 10 10 10 10 10 2 8 10 10 10 8 10 10 10 10 10 8 left_child=1 8 3 -3 -5 6 7 11 9 -1 -11 -4 13 27 16 17 -15 20 23 21 -16 22 -17 -19 -25 -20 -26 -2 -18 -30 right_child=12 2 5 4 -6 -7 -8 -9 -10 10 -12 -13 -14 14 15 19 28 18 25 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31 leaf_value=-0.10038171894749422 -0.13829102891688849 0.090527775066693253 0.062274634110675131 -0.13262761164771367 0.083378912363128208 -0.077772616546999282 -0.043234414426077748 0.10836771934024265 -0.0013671105385156758 0.061621827212904746 -0.048219315682632456 -0.1057092035022234 2.5202369241574105e-05 0.048811754939349222 0.10069737501963978 -0.029344018270179014 -0.1409947945374925 0.091803560337559473 -0.011805551874505105 0.026253377504038375 -0.0089949246171825165 0.017505385565186795 -0.17523848289473559 0.046496789723368917 -0.1252730702590526 0.11315766972991739 -0.013264886635829766 0.011793412319551701 -0.12989255253193885 0.084609814128929567 leaf_weight=1.091250360234423 1.4944213367994046 3.8576992111757127 1.2202331125031443 1.5981938570621426 1.2734506763081297 11.331647543818688 12.285085824973065 2.4551751483231783 720.5185498009705 10.881139374761004 1.6465608224898467 1.0742742402508154 7271.769806904882 2.622075462002611 11.577870921435535 13.088944654031367 2.1726022089569597 2.0030335504561672 1.8689394628163416 21.193276285595857 2.345377384684979 9.907336594827937 1.4948634458705772 3.3238080599985551 2.6348672118037939 4.2876390508608893 3.1790883592329919 1.5805748527636749 1.785839651012793 1.6329503636807206 leaf_count=43 16 41 13 20 30 152 140 23 10991 177 77 28 73060 48 120 193 24 14 26 412 44 235 18 31 29 61 37 27 33 12 internal_value=0 -0.00187712 -0.026798 0.0361764 -0.036838 -0.0417374 -0.0177665 0.0481065 -0.000685771 0.0353609 0.047185 -0.0163744 0.00018763 0.0135802 0.0162798 0.0215571 -0.0331335 0.0504174 0.0248188 0.00183404 0.0822197 -0.0192971 -0.0442984 -0.00303534 -0.0238244 0.0752228 -0.0640267 -0.0611463 -0.0715616 -0.0274377 internal_weight=0 769.233 35.0958 6.72934 2.87164 28.3664 17.0348 4.74968 734.138 13.619 12.5277 2.29451 7359.96 88.1935 85.1185 76.905 8.21347 31.2206 17.2974 45.6844 13.9232 24.4911 14.5838 11.1408 9.13776 6.15658 5.81396 3.075 5.59139 3.41879 internal_count=86175 11735 447 91 50 356 204 64 11288 297 254 41 74440 1380 1337 1220 117 362 198 858 164 446 211 111 97 87 66 43 69 45 is_linear=0 shrinkage=0.1 Tree=713 num_leaves=31 num_cat=0 split_feature=8 9 6 2 1 2 6 3 3 1 7 4 5 1 2 6 3 7 8 2 9 0 4 7 7 9 2 9 7 7 split_gain=0.30075 1.23221 3.96674 3.73316 2.98403 2.56031 3.49949 3.85408 3.15161 4.70289 3.12696 2.37689 4.2346 1.83678 1.40057 1.32966 1.13008 1.08764 1.02627 4.84666 6.33568 3.99274 4.65335 4.59349 3.69725 5.41312 3.67852 4.76119 3.46852 5.48244 threshold=27.513094805000005 1.0895128250122073 52.079084396362312 154.21499633789065 69.203296661376967 466.54255676269537 54.552045822143562 113.11325073242189 164.72000122070315 125.68610000610353 96.70874404907228 0.07400549948215486 2.6812050342559819 95.72259902954103 993.87500000000011 55.852941513061531 91.358718872070327 85.822437286376967 42.537642925000007 1681.7199707031252 1.0116130113601687 0.11742848530411722 0.1434070020914078 88.037700653076186 100.25712203979494 1.1076380610466006 292.52249145507818 1.0099684596061709 96.289451599121108 97.813060760498061 decision_type=8 2 10 10 10 10 10 10 8 10 8 8 8 10 10 10 10 8 8 10 2 10 8 10 10 2 10 2 8 10 left_child=1 17 13 4 -4 10 7 -7 -9 -10 -5 -12 16 -3 -15 -14 -13 -1 19 20 26 22 28 -23 -22 -26 27 -2 -21 -30 right_child=18 2 3 5 -6 6 -8 8 9 -11 11 12 15 14 -16 -17 -18 -19 -20 21 24 23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.073888105928083189 -0.0054316597768370584 -0.22194314348685373 0.0058412003193755099 0.1212122579918536 -0.13694736374834898 0.073191872648629683 -0.12807464455267251 -0.11965088499871693 -0.1036717114726 0.088259380256554346 0.076414396407665022 -0.10281892925870312 0.0077188789994031871 0.059896717589433351 -0.10518654621944523 0.10021080624711901 -0.024471819674735645 0.00019984184369093583 -0.00012219884670009349 0.0016013929224919518 0.016733900907019372 0.074729883369728897 -0.098920217692913801 -0.043379940897006274 0.096776681867223491 0.01827278624542545 0.042237737246338558 -0.072844882797314645 0.1353169650715573 -0.024488772983217111 leaf_weight=1.9970185309664135 58.569313029407795 1.0913875102996815 2.4081824421882621 2.9756228551268604 3.7312541536521167 4.2176742926239958 2.8217454701662055 3.3285104557871792 2.2552334470674404 2.9421910382807255 4.1838824748992929 3.4424156453460446 3.3290956281125554 0.64572042971849475 2.5178603515960276 2.9154745861887932 3.9576008096337318 254.74981137589182 7508.1534384703282 25.038041509222239 112.37291055172682 3.5650839880108824 3.5887339636683455 43.121038928395137 16.033460981212556 19.424649172462523 12.053875749930738 12.759030166926093 5.5757299009710533 3.4908443856984377 leaf_count=11 794 5 14 26 37 24 22 21 50 18 22 19 20 6 76 26 22 3185 79628 200 876 19 19 491 123 163 110 96 28 24 internal_value=0 -0.00309573 -0.0180255 -0.008811 -0.0809388 0.00336472 -0.0273095 -0.00499762 -0.043677 0.00497786 0.0263148 0.0104761 -0.00974278 -0.110082 -0.0714913 0.0509017 -0.0609181 -0.000376426 0.000112613 0.00569895 0.0131853 -0.0148148 0.00939428 -0.0343607 0.0256174 0.0537707 -0.00885597 -0.0174904 0.0207919 0.073788 internal_weight=0 303.511 46.7639 42.5089 6.13944 36.3694 15.5654 12.7436 8.52593 5.19742 20.8041 17.8285 13.6446 4.25497 3.16358 6.24457 7.40002 256.747 7823.75 315.593 231.213 84.3795 37.6933 46.6861 147.831 35.4581 83.3822 71.3283 34.1046 9.06657 internal_count=86175 3604 408 321 51 270 135 113 89 68 135 109 87 87 82 46 41 3196 82571 2943 2162 781 271 510 1162 286 1000 890 252 52 is_linear=0 shrinkage=0.1 Tree=714 num_leaves=31 num_cat=0 split_feature=3 3 1 1 1 1 3 1 7 1 3 4 5 4 2 2 3 3 0 6 7 0 4 2 6 2 3 0 5 4 split_gain=0.287882 4.50104 2.98568 3.21163 4.1873 2.88797 3.14669 2.83701 3.18815 2.8521 2.66199 4.42368 2.61817 2.55825 2.53349 2.1851 4.04814 3.00927 4.22742 2.73421 2.82199 2.66254 2.41934 2.2751 2.13169 2.10422 2.09466 1.93906 2.49906 2.25197 threshold=177.14215087890628 170.41699981689456 92.16300201416017 104.71112442016603 101.26010131835939 96.87884902954103 173.97499847412112 157.25249481201175 95.87570953369142 178.82440185546878 173.97499847412112 0.049823999404907234 2.6694049835205083 0.078765001147985472 2814.2507324218755 157.91999816894534 774.05999755859386 406.54499816894537 0.36834999918937689 58.767860412597663 103.77054595947267 0.07000999897718431 0.18389599770307544 62.879999160766609 56.313793182373054 4931.3598632812509 580.35501098632824 0.41564999520778662 2.559956550598145 0.10998599976301195 decision_type=8 8 10 10 10 10 10 10 10 8 10 10 10 10 8 8 8 10 10 8 10 8 10 10 8 10 8 10 10 10 left_child=1 -1 12 4 5 6 -4 8 10 -9 14 -12 -3 -10 -5 16 17 19 24 20 21 -2 -17 -23 -19 -11 -26 28 -18 -30 right_child=15 2 3 7 -6 -7 -8 9 13 25 11 -13 -14 -15 -16 22 27 18 -20 -21 -22 23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.00012520688430115405 -0.068283262936564684 0.078108828640387887 0.036127740460756827 0.13160758879855269 -0.1121826462777028 0.063912712151705228 -0.11915058067587986 -0.099219236895713714 -0.091251365540653107 0.089206978413833043 -0.033752870630561642 0.10649926499386209 -0.01444241339604959 0.032476550212929181 0.01387806928617707 -0.0010043677778800008 0.018478484131401334 0.014606762887378711 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0.0261758 0.0129033 -0.0272104 0.00771191 -0.0436709 0.0295282 0.0451267 -0.02389 0.0667508 0.0278308 0.059614 -0.0108203 0.102737 -0.000716417 0.0144516 0.0305532 0.0621486 0.0141411 0.0444668 0.0263651 -0.00114592 0.0464586 0.0809837 0.0253119 0.0998661 -0.012769 -0.00602228 -0.03813 internal_weight=0 4768.86 67.2742 48.1587 14.1109 10.0007 5.2243 34.0478 26.3527 7.69518 19.0065 9.13097 19.1155 7.3462 9.87549 3354.11 92.3607 58.0329 19.8395 38.1934 16.7176 14 3261.74 11.5483 17.0078 4.65484 13.2411 34.3278 31.7679 13.7495 internal_count=86175 48554 664 488 119 86 47 369 260 109 185 95 176 75 90 37621 1132 681 261 420 250 222 36489 169 220 65 120 451 420 246 is_linear=0 shrinkage=0.1 Tree=715 num_leaves=31 num_cat=0 split_feature=2 2 5 0 7 6 4 8 8 8 8 7 6 9 3 8 3 1 1 1 2 3 9 1 3 3 6 3 6 1 split_gain=0.280469 1.99842 2.85499 2.19568 2.97002 2.85975 1.96167 4.56864 5.66766 3.84554 3.65266 3.02448 2.83335 2.80825 4.18258 3.32687 3.1475 3.75398 3.50366 4.05986 3.26901 3.20499 2.62976 3.32702 2.55177 2.46028 4.80891 4.61545 2.35227 3.29732 threshold=6449.7519531250009 6171.0654296875009 2.6462316513061528 0.079295001924037947 89.022712707519545 54.320377349853523 0.043460499495267875 82.915767860000017 84.004879095000021 82.483280285000021 78.435385745000019 84.420028686523452 53.092426300048835 1.310455918312073 26.961949348449711 76.526457160000021 7502.4851074218759 73.243469238281264 116.32144927978517 129.5018005371094 6746.2304687500009 63.32500076293946 1.27454149723053 91.001350402832045 1363.595397949219 2491.992065429688 50.523035049438484 723.62567138671886 54.031345367431648 81.06995010375978 decision_type=10 8 10 8 8 8 8 10 10 8 8 8 10 2 10 8 10 10 10 10 10 10 2 10 10 8 10 10 8 10 left_child=1 -1 -3 -4 -5 -6 28 9 22 10 11 -8 25 -13 -15 16 17 21 -18 -20 -19 -16 -9 -24 -12 27 -27 -10 29 -2 right_child=6 2 3 4 5 -7 7 8 12 -11 24 13 -14 14 15 -17 18 20 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00010666755970971831 -0.07786773944288819 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3.965917337238352 33.536554364311087 1.7033434528857467 3.0158409955911338 3.9623042717576027 2.3991793284076266 2.8226337865926316 2.0808198638260365 6.1490684266900644 46.405482703334428 290.12206959202695 leaf_count=73516 241 633 30 55 58 17 15 28 103 26 31 4090 113 298 141 6 112 30 46 33 620 71 20 32 24 44 30 57 724 4931 internal_value=0 -0.000214666 -0.0258871 0.00717779 -0.0152967 -0.0638895 0.00164549 0.00524038 0.0385856 0.00283754 0.00348385 0.00256252 0.012063 0.00206078 -0.0161211 -0.00761681 -0.0108014 -0.0244389 0.0254992 -0.0320075 -0.0387346 0.0323793 0.0943409 0.0538438 0.0784529 0.0343972 -0.0259105 0.0572868 -0.00432961 -0.00760467 internal_weight=0 7207.79 30.1947 14.0032 10.5914 5.74977 913.262 570.203 38.3267 531.876 528.821 522.401 25.972 520.139 73.0228 64.8361 63.5795 46.2167 17.3628 6.57974 36.9259 9.29075 12.3547 6.97815 6.42007 17.8227 4.90345 12.9193 343.059 296.654 internal_count=86175 74309 793 160 130 75 11866 5970 427 5543 5517 5462 347 5447 1357 1059 1053 862 191 79 650 212 80 52 55 234 74 160 5896 5172 is_linear=0 shrinkage=0.1 Tree=716 num_leaves=31 num_cat=0 split_feature=9 9 8 3 3 4 7 4 4 8 1 1 8 6 9 8 1 6 5 2 0 8 1 8 7 1 7 8 8 7 split_gain=0.290494 1.60525 7.01751 2.40563 3.43913 3.03433 2.48039 3.98737 3.55473 2.6275 3.48942 3.48567 3.01627 2.22047 1.93628 3.5506 2.8025 2.43673 2.54882 3.23097 1.95742 1.50978 1.50064 1.52147 2.08087 1.76558 2.55441 1.50766 2.81055 3.07963 threshold=1.6318134069442751 1.5900974869728091 87.291245100000012 774.05999755859386 104.41055297851564 0.099994499236345305 89.396530151367202 0.069995000958442702 0.022057499736547474 71.893560340000008 86.798252105712905 83.523078918457045 73.93013833000002 59.081159591674812 1.6201764941215517 72.121931125000017 113.19015121459962 52.69920730590821 2.4904099702835087 228.68274688720706 0.56020000576972973 73.430923220000025 91.284999847412124 86.904427585000022 87.801750183105483 108.84904861450197 101.68435668945314 87.489998390000011 87.598326995000008 107.47714233398439 decision_type=2 2 10 8 10 10 10 10 10 8 10 10 10 10 2 8 8 8 10 10 10 8 8 8 10 10 10 10 10 10 left_child=1 -1 3 4 14 -5 8 -8 -6 -9 11 12 -11 -12 15 -3 -16 -17 19 -19 -20 -22 -2 24 -24 26 -26 -25 29 -29 right_child=22 2 -4 5 6 -7 7 9 -10 10 13 -13 -14 -15 16 17 -18 18 20 -21 21 -23 23 27 25 -27 -28 28 -30 -31 leaf_value=3.706661847075184e-05 0.051950347699970957 0.12080555966950042 -0.10399425148494937 -0.10374149137700912 0.052382158196565921 0.13499333735353156 0.076445481421454284 0.11793478767583609 -0.12791338359572677 -0.11033095913279552 -0.11291792653111124 0.18795006985093557 0.095903042965812688 0.049614574040153313 -0.12197132318578999 0.11381319556665695 -0.001715611084476254 0.10008767075768919 -0.095271769219175392 -0.10573818379375827 -0.10411834933775795 0.085579025189974622 -0.093591404960268784 -0.010401855284972887 0.10598311414679173 0.10541196212989296 -0.1476158407248567 0.056248097747748041 -0.0056937274252197162 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0.00224983 0.049099 0.0711047 -0.0185297 9.34732e-05 0.0100707 0.0342247 internal_weight=0 7961.82 63.1771 55.2563 50.6109 4.64541 28.068 23.6806 4.38747 10.7187 9.24336 4.0439 2.85714 5.19947 22.5429 14.746 7.79681 12.7936 11.6271 3.49014 8.13697 1.8722 156.936 150.606 6.62698 5.74153 1.58927 143.979 73.8114 29.1492 internal_count=86175 84484 1695 1084 858 226 403 342 61 183 170 66 49 104 455 391 64 347 318 96 222 62 1691 1610 197 192 46 1413 789 307 is_linear=0 shrinkage=0.1 Tree=717 num_leaves=31 num_cat=0 split_feature=0 6 6 9 2 4 2 2 1 2 0 6 8 3 8 9 2 2 7 7 6 5 3 0 2 2 7 9 6 3 split_gain=0.281357 0.630236 0.686035 0.700539 0.677498 0.569698 0.683223 0.495179 0.518807 0.440942 0.826123 0.807265 0.445182 0.364483 0.292063 3.19146 1.57634 1.90977 2.1915 3.70156 1.82645 1.71122 1.63168 1.35874 1.25811 2.61638 1.19839 1.14408 2.70361 1.09271 threshold=1.4203000068664553 50.885869979858406 55.266059875488288 1.137657165527344 162.0385437011719 0.14002999663352969 43.501779556274421 9.5950002670288104 171.1144943237305 119.61317062377931 1.5820000171661379 51.514183044433601 44.077775450000011 1.9808999896049502 88.484342550000022 1.5335874557495119 856.39001464843761 2607.829956054688 87.350585937500014 85.489490509033217 49.471027374267585 2.6199631690979008 71.927349090576186 0.028716756962239746 31414.053710937504 10274.441406250002 90.894676208496108 1.521198630332947 49.577369689941413 2305.724975585938 decision_type=10 8 10 2 10 8 8 10 10 10 8 10 10 10 10 2 10 10 10 8 10 10 10 10 8 8 10 2 10 10 left_child=14 -2 9 7 5 -5 -7 8 -4 12 -11 -12 -3 -13 -1 16 20 18 19 -18 26 -19 -21 -22 25 -23 -16 28 -20 -17 right_child=1 2 3 4 -6 6 -8 -9 -10 10 11 13 -14 -15 15 29 17 21 27 22 23 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-3.775881591722449e-05 0.081481209390725895 -0.1019836583236927 0.050044458004239928 -0.091072341906535736 0.083440709447174591 0.084941281688591996 -0.048947935505839438 -0.11265098703978645 -0.12061575198595627 -0.14089732057503404 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2.8746462811541278 0.78420493763405819 leaf_count=84000 37 27 79 56 42 42 28 115 2 29 10 26 60 38 33 409 9 75 21 8 22 192 71 370 113 66 17 31 55 92 internal_value=0 -0.0179642 -0.025236 -0.00224998 0.0238109 -0.00994469 0.0227286 -0.056052 -0.00239027 -0.0619861 -0.082561 -0.0236491 0.00659319 -0.0728611 1.31564e-05 0.00708911 0.0134253 0.00512679 -0.0271674 0.0225421 0.0486134 0.0186651 0.0747362 0.0692791 0.0057826 0.0154873 -0.0371814 -0.0613352 -0.101403 -0.0798806 internal_weight=0 8.71513 8.12127 4.99626 3.36588 2.14923 1.53217 1.63038 0.836905 3.12501 2.40382 1.19601 0.721186 0.880192 8106.71 57.9153 53.9824 43.681 12.9028 5.25603 10.3014 30.7782 3.78997 8.30174 23.703 20.131 1.99967 7.64679 3.6887 3.93289 internal_count=86175 591 554 364 168 126 70 196 81 190 103 74 87 64 85584 1584 1083 641 195 88 442 446 79 392 371 258 50 107 76 501 is_linear=0 shrinkage=0.1 Tree=718 num_leaves=31 num_cat=0 split_feature=1 8 8 8 0 3 3 9 3 9 9 9 9 7 9 9 6 9 9 6 9 1 2 8 0 0 7 6 4 0 split_gain=0.282846 2.08767 7.5216 7.21036 5.09916 7.35614 6.06987 6.37673 5.01451 9.83117 11.5021 8.7095 7.99957 7.82538 9.64262 7.25196 5.02745 4.8609 9.3346 5.74932 4.72432 9.17098 4.75648 4.60728 4.34828 4.2558 4.42657 4.11514 4.10066 4.05314 threshold=113.19015121459962 46.426018395000007 48.641006055000013 44.85843363 0.27952314913272863 2.2710633277893071 7.752199888229371 1.016515374183655 61.862352371215827 1.018160939216614 1.016515374183655 1.0148731470108034 1.0232319235801699 88.204822540283217 1.0299918651580813 1.0232319235801699 56.100383758544929 1.0232319235801699 1.024965286254883 60.024389266967781 1.1010892987251284 68.712821960449233 58.920650482177741 45.692128230000002 0.3500001877546311 0.36834999918937689 95.941101074218764 51.767759323120124 0.15999799966812137 0.46015000343322759 decision_type=8 10 8 10 10 10 10 2 10 2 2 2 2 10 2 2 10 2 2 8 2 10 10 8 8 8 8 8 10 10 left_child=1 3 8 20 5 -5 -7 -8 9 10 11 -3 -11 14 15 -10 -15 19 -19 28 29 -22 -23 24 -6 -14 -27 -9 -4 -1 right_child=-2 2 17 4 23 6 7 27 13 12 -12 -13 25 16 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0030822341897523923 -0.00090784541347491631 0.00414915638997482 0.0084129068071517165 -0.11243222475028042 -0.11323607133529792 0.15080690071308023 -0.021185716808043372 -0.028538486852685202 -0.091425278239741226 -0.14169594268415298 0.10804554884480433 -0.14193039404673688 -0.072667412228470452 0.11890533519458722 -0.10749501024082371 0.057673539471672655 -0.0073804959530552258 -0.12773324716139231 0.00018174749288119843 0.06693722947161386 -0.13057551664720168 -0.087414835438502092 0.062629966755836194 0.07009997192906986 0.010548916698166096 0.13974728512027154 -0.027721615373826974 0.095919237499238238 -0.14792887145968198 -0.025911821408579307 leaf_weight=371.23875883140033 2432.1731749068585 14.382339707211946 17.548187818378214 2.3650171376066274 4.9154901728034028 7.3813143298029891 8.9738792628049868 3.0841138367541161 4.4756511226296487 12.548040412366388 7.4693213999271384 5.6986089646816245 17.464766828343276 7.4412995688617212 9.920823738910256 12.031812639907001 5.4693998154252768 5.7114717411750453 5006.8773682071242 23.611961351707578 2.9914032982273957 2.2690124851355895 30.673670556889192 5.3862900268286458 6.7137914141640076 2.0964796626940343 6.3861185589339593 19.169705373700708 1.8550039753317822 55.410370536446067 leaf_count=3550 29361 119 315 42 24 33 57 36 35 72 37 29 117 71 104 128 49 91 48824 154 88 62 1082 53 66 12 72 220 17 1255 internal_value=0 0.000380861 -0.000227935 0.00641649 0.0396562 0.0587655 0.0692523 0.0499752 -0.0266695 -0.0435045 0.00210146 -0.0373056 -0.0761437 0.0015947 -0.0295785 0.0172485 0.0654065 0.000323242 3.59979e-05 0.033796 0.00224955 0.0370718 0.0522952 -0.0063594 -0.0417728 -0.0444429 0.0136684 0.0786709 -0.00653384 -0.000683322 internal_weight=0 5681.56 5160.99 520.573 57.9896 40.974 38.609 31.2277 105.385 66.0457 27.5503 20.0809 38.4954 39.339 26.4283 16.5075 12.9107 5055.6 5012.59 43.0152 462.583 35.9341 32.9427 17.0156 11.6293 25.9474 8.4826 22.2538 19.4032 426.649 internal_count=86175 56814 50246 6568 531 388 346 313 845 458 185 148 273 387 267 163 120 49401 48915 486 6037 1232 1144 143 90 201 84 256 332 4805 is_linear=0 shrinkage=0.1 Tree=719 num_leaves=31 num_cat=0 split_feature=9 7 2 8 4 7 3 3 7 0 8 4 6 8 8 2 3 2 3 8 3 0 1 1 7 0 1 1 1 2 split_gain=0.286253 1.06575 1.63584 3.93809 2.11741 2.07249 3.18998 2.66992 3.78947 1.61596 2.36031 2.00289 1.53514 1.50082 1.35897 1.35868 1.44507 1.01003 3.52708 1.47633 1.54348 2.09858 1.35296 2.25634 1.23403 1.68797 1.34042 1.39684 5.10351 1.34851 threshold=1.0083022713661196 93.319149017333999 119.61317062377931 41.376632000000008 0.12250650301575662 98.391803741455092 313.04499816894537 40.030328750610359 100.38489151000978 0.370049998164177 22.435539010000003 0.050005000084638603 57.96794509887696 40.878328720000006 39.379337840000005 749.58267211914074 406.54499816894537 47.444999694824226 5.4737000465393075 49.091092425000006 2.920450091362 0.16223328560590747 69.203296661376967 74.43500137329103 109.19346237182619 0.60015001893043529 82.942451477050795 61.094999313354499 51.555000305175788 16.724999427795414 decision_type=2 8 8 8 10 8 10 8 8 10 10 8 10 10 10 8 8 10 8 8 10 10 10 10 8 8 10 10 10 10 left_child=1 9 14 4 5 13 7 -7 -9 10 -1 -12 -5 15 -3 -4 -17 18 24 20 21 -19 -22 -24 -16 -26 27 28 -27 -29 right_child=-2 2 3 12 -6 6 -8 8 -10 -11 11 -13 -14 -15 17 16 -18 19 -20 -21 22 -23 23 -25 25 26 -28 29 -30 -31 leaf_value=-0.034675615348105641 6.013369399921558e-05 -0.10507222749977008 0.061802607834693081 -0.091378207409903087 -0.1176490020424677 0.048722787723982634 0.11915966213924599 0.03011870456475696 -0.29987251596889897 -0.058258236996914063 -0.001411243881505729 0.10805092773235503 0.016766765894278262 -0.058267670026019638 -0.080524098818229639 0.024248102826853302 -0.074789565402055266 -0.10376915209122269 -0.08491340910769879 -0.057340532739195149 0.083933218205493765 0.047938286082134719 -0.04663186414988478 0.042686329706247798 0.11604870588145288 0.06416395466201294 -0.083252272911211345 -0.011145559314460388 -0.14790469746831933 0.089139739693302925 leaf_weight=3.1397139150645028 8013.5974016967584 1.149581174044555 3.0894743669778153 9.3134216788204167 1.5115879364747531 2.4764619106426831 3.3921712525188923 0.74444631487131085 0.65345722487249713 2.1043696934257232 2.597270359052346 4.6901025762490454 1.5279564149677742 5.4958275109529486 1.3079495777769814 3.3046317845582971 2.6585312783718109 1.9978169081732695 4.9802419651159644 2.3832893613725892 4.5520083810843088 1.6774130751146001 3.6738924905657759 12.288072804221882 1.6481434931265568 2.8611595632746631 1.4160182581763372 2.0914663262374233 1.880722668212911 3.7360042548971251 leaf_count=35 84475 185 30 206 191 40 28 5 79 46 27 46 20 31 50 23 27 17 63 30 54 39 28 124 57 34 54 59 23 49 internal_value=0 -0.00548052 -0.00964026 -0.026338 -0.00319334 0.00473744 0.0483501 -0.0136466 -0.124137 0.0216763 0.0378086 0.0690378 -0.0761365 -0.0170458 0.00233458 0.0079798 -0.0199054 0.00499024 -0.0120322 0.0177521 0.0251508 -0.0345283 0.0358427 0.0221284 0.0122604 0.0211618 0.00811362 0.0203543 -0.0199466 0.0531476 internal_weight=0 94.3432 81.8117 34.168 23.3266 21.815 7.26654 3.87437 1.3979 12.5315 10.4271 7.28737 10.8414 14.5485 47.6438 9.05264 5.96316 46.4942 19.9217 26.5725 24.1892 3.67523 20.514 15.962 14.9415 13.6335 11.9854 10.5694 4.74188 5.82747 internal_count=86175 1700 1546 680 454 263 152 124 84 154 108 73 226 111 866 80 50 681 389 292 262 56 206 152 326 276 219 165 57 108 is_linear=0 shrinkage=0.1 Tree=720 num_leaves=31 num_cat=0 split_feature=9 9 9 0 3 0 9 9 5 2 9 3 9 7 7 4 8 7 7 3 2 1 9 8 3 6 9 7 8 2 split_gain=0.277836 3.1429 6.50222 9.53051 4.66875 4.51616 4.47836 10.4008 8.32432 11.4326 11.0999 5.85184 5.75519 5.14279 5.97412 4.99665 6.04694 5.33643 4.93613 4.85654 4.73237 4.50798 4.25791 18.625 5.79345 6.91761 8.66798 6.85507 6.663 8.44917 threshold=1.1761901974678042 1.1861543059349062 1.1844688057899477 0.099210001528263106 6.710400104522706 0.040049999952316291 1.1895753145217898 1.1912651062011721 2.6646066904067998 466.54255676269537 1.1878084540367129 10.810550212860109 1.1878084540367129 100.03244400024415 95.183742523193374 0.10101667046546937 73.056724475000024 94.999534606933608 89.466571807861342 129.12750244140628 267.69500732421881 112.89480209350587 1.1963809728622439 80.871604945000016 257.75955200195318 58.665687561035163 1.1946979165077212 93.857128143310561 76.018680405000012 115.81000137329103 decision_type=2 2 2 8 10 10 2 2 8 10 2 8 2 10 10 10 8 10 10 8 8 10 2 10 10 8 2 8 8 10 left_child=-1 2 4 -4 5 -2 8 15 10 12 13 -11 19 14 21 16 -8 -17 -12 -10 -14 -3 23 24 25 26 27 -9 29 -27 right_child=1 6 3 -5 -6 -7 7 22 9 11 18 -13 20 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.00058519600529627553 0.10416171871367973 0.035296626249556574 -0.0040530426966488044 0.099423500526719874 0.00094625508074620748 -0.073079403559095965 0.11407940960565427 0.059537957611215657 0.05682585418562261 -0.10794450059015173 -0.11312534265366517 0.10036653245947835 -0.035607210159305604 -0.028818988170665968 -0.28370084118399741 -0.089092909475454174 0.014704442691830931 0.054683510311453777 0.06083156866636618 -0.083395729493027038 -0.14937110087206465 -0.15385778182291585 0.0004297262284986587 0.088801570098847871 -0.085525813734970868 -0.070783928214100914 -0.11314317704889582 -0.051299594608475177 -0.12275987834273899 0.05044722172470311 leaf_weight=4081.500398615402 7.95983679872006 1.5685410896548981 16.669694964657538 19.09873420763688 176.83881958704296 1.7544779772433683 16.329750872217122 8.0850868579000252 8.7050850363448262 1.520826803520319 2.1858816393068992 11.90488439339606 10.904735110700132 3.9913052528863782 2.9263327550143003 4.383089035516603 9.7967847001600585 6.2806504666805267 6.427991405595094 3.4484828189015397 5.5011645145714274 6.4038936281576753 3590.3657581622206 13.835998897091484 18.54045135232991 7.4545649401843539 14.617659722454844 18.009818064980209 3.485557959709694 25.125639015808702 leaf_count=36003 131 40 108 231 1497 67 113 91 70 18 50 160 95 31 25 35 161 30 74 21 31 63 46104 213 240 53 100 121 29 170 internal_value=0 0.000585763 0.0121425 0.0511988 0.00465406 0.0721506 -9.00488e-05 0.000364341 -0.026014 0.000661425 -0.0736645 0.0767696 -0.0351168 -0.125933 -0.161498 0.053272 0.0768163 -0.00441254 0.0166878 0.017039 -0.0737541 -0.116642 -0.000161805 -0.0196187 -0.0353565 -0.0232415 -0.0514931 -0.0169584 0.00864999 0.0227087 internal_weight=0 4024.12 222.322 35.7684 186.553 9.71431 3801.8 3736.31 65.4891 41.9852 23.5039 13.4257 28.5595 14.8901 10.8988 36.7903 26.1265 10.6637 8.61387 12.1536 16.4059 7.97243 3699.52 109.155 95.3188 76.7783 40.7126 26.0949 36.0658 32.5802 internal_count=86175 50172 2034 339 1695 198 48138 47460 678 395 283 178 217 159 128 339 274 65 124 91 126 103 47121 1017 804 564 312 212 252 223 is_linear=0 shrinkage=0.1 Tree=721 num_leaves=31 num_cat=0 split_feature=6 4 1 3 1 4 7 2 7 5 1 3 8 3 6 2 2 2 7 5 3 0 0 5 4 7 3 8 0 5 split_gain=0.276093 1.80936 2.91021 1.80371 1.65487 1.65832 3.17853 1.72152 1.89993 1.6572 1.6459 1.55283 1.9314 2.10067 1.55624 1.41884 2.96842 2.79944 2.54528 3.26739 2.33142 1.56379 5.08416 4.17129 3.92831 2.46361 4.15066 3.75878 2.67825 2.67821 threshold=59.754011154174812 0.053801501169800765 82.310581207275405 31.272417068481449 85.923751831054702 0.041295999661087997 95.87570953369142 1756.476989746094 99.606616973876967 2.5799700021743779 197.17499542236331 5455.2058105468759 74.751024620000024 8469.6948242187518 61.122201919555671 2543.7900390625005 1881.8937988281252 1548.749450683594 102.73867416381837 2.5890133380889897 186.54541015625003 0.24000012129545215 0.26000010967254644 2.5491399765014653 0.12861499935388568 100.14232635498048 66.740806579589858 75.01961497500001 0.11000006645917894 2.599985003471375 decision_type=10 10 10 10 10 10 8 8 8 10 8 10 8 8 10 10 8 8 8 10 10 10 10 10 10 8 10 10 10 10 left_child=-1 2 -2 -4 -5 6 -6 8 -7 -8 11 15 13 -13 -15 16 17 21 19 -17 -18 25 23 24 -23 26 28 29 -3 -28 right_child=1 10 3 4 5 7 9 -9 -10 -11 -12 12 -14 14 -16 18 20 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00014177660390814602 -0.079771226641411161 0.035811286801339562 0.11746998324434639 0.1115318140436036 0.043046881327213397 0.11625641500808317 0.028523109974914869 -0.013846225908243363 0.020878285845542788 -0.099688792637615903 -0.065788853212792334 -0.12707693748552845 0.033425912473834758 -0.074343637964137427 0.03823717967290044 -0.064935263191380904 0.15401556251739648 -0.07420699527213219 -0.10214472325390032 0.06618934665657282 0.024107887415468623 0.074431734824610768 -0.003185943632701067 -0.11274422854110558 -0.073208079739650087 0.011183088974737935 0.0023055968443796925 -0.053527551660331379 -0.074441635940558096 0.069624359804512079 leaf_weight=7642.6774151307918 2.5859657376424279 2.6356760034977951 2.227670906577262 1.9663037592545176 5.1029570810496816 3.9968733556161125 1.3486777730286128 3.9252341672545308 4.3742382005075351 3.9925630625220947 4.2729921489953986 3.2566480841487602 2.6554977959021935 2.7301954571157703 2.2313913514371961 4.0375599563340048 2.0608277807477853 5.3731994567206121 3.9465860369382435 3.5900688134133816 4.1909722895361483 3.2082115730736396 172.53883174504 8.0715510014269949 4.1121463563977159 148.82600515471358 20.398003879934553 8.6075870697386545 13.430344255830276 8.320409177860709 leaf_count=81137 25 19 50 22 40 41 25 44 39 57 34 25 27 22 25 59 17 67 71 23 37 32 2427 99 41 1232 165 100 96 77 internal_value=0 -0.00238593 0.0215601 0.0312888 0.0235184 0.0159082 -0.013393 0.0407958 0.0664176 -0.0673149 -0.00403565 -0.00341364 -0.0407158 -0.0646727 -0.0237123 -0.00243235 -0.00143795 -0.00251861 -0.036951 -0.00321931 0.0669303 -0.0015313 -0.00809857 -0.0631676 -0.00850363 0.00457197 -0.013856 0.00443631 -0.0563543 0.0218094 internal_weight=0 458.015 29.5205 26.9345 24.7068 22.7405 10.4442 12.2963 8.37111 5.34124 428.495 424.222 10.8737 8.21823 4.96159 413.348 401.774 395.522 11.5742 7.62763 6.2518 390.149 187.931 15.3919 7.32036 202.218 53.392 37.326 16.066 28.7184 internal_count=86175 5038 343 318 268 246 122 124 80 82 4695 4661 99 72 47 4562 4409 4355 153 82 54 4288 2599 172 73 1689 457 342 115 242 is_linear=0 shrinkage=0.1 Tree=722 num_leaves=31 num_cat=0 split_feature=4 8 1 7 6 0 0 4 7 8 2 7 0 1 1 8 4 8 5 0 5 5 0 8 3 5 6 6 6 1 split_gain=0.271772 0.449161 0.42327 0.357138 0.52995 0.461308 0.375823 0.303302 1.27819 1.56104 1.46592 1.43125 1.27144 1.22359 2.30433 1.2734 1.18641 0.877515 0.521493 0.328945 2.11895 2.4236 1.61981 2.65952 2.28984 2.40134 2.8185 1.53949 1.85178 2.94017 threshold=0.28014999628067022 73.93013833000002 42.885000228881843 102.42935180664064 65.634479522705092 0.38967499136924749 0.3790500015020371 0.24011666327714923 108.04341888427736 73.557281720000006 119.61317062377931 96.70874404907228 0.33003500103950506 51.555000305175788 68.160701751708999 61.931032750000007 0.2658079862594605 72.513157530000015 2.5197299718856816 0.86050000786781322 2.5600099563598637 2.7329149246215825 0.80524998903274547 74.797592850000015 2.920450091362 2.4002467393875127 52.311855316162116 54.950485229492195 53.760551452636726 100.33264923095705 decision_type=10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 10 8 8 10 10 10 left_child=7 2 -2 4 5 6 -4 19 9 11 12 13 -10 17 -15 -16 -11 -9 -13 22 27 -22 -1 24 -24 -26 -27 28 29 -21 right_child=1 -3 3 -5 -6 -7 -8 8 10 16 -12 18 -14 14 15 -17 -18 -19 -20 20 21 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=-2.7650331258598346e-05 -0.10333445074071322 -0.078856747586697168 -0.10921686888775761 0.072332247957301796 0.046822734353566285 -0.078485389284477125 0.1385399355773167 -0.10291925587315812 0.07404190599378041 -0.077330021665040549 -0.10353294219494857 0.056585612066415131 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leaf_count=83264 620 42 134 59 13 75 1 41 18 27 19 28 31 23 25 25 22 10 25 108 260 38 36 96 35 20 66 634 91 289 internal_value=0 -0.0244351 -0.00629448 0.00648836 -0.0115013 -0.0498714 0.0629964 1.24258e-05 0.0121436 0.0274417 -0.0284998 0.0464685 0.00625262 0.0198847 0.0491752 -0.0369927 -0.0274903 -0.0383994 0.0950019 -1.84635e-05 -0.00804303 -0.0503454 3.23104e-05 0.0337048 0.056395 0.0722793 0.0974998 0.00182463 0.0208629 0.00331714 internal_weight=0 4.54965 3.41224 3.01507 2.36807 1.42838 0.288882 8094.06 20.5574 14.9356 5.62176 11.0932 3.8422 7.16736 4.77014 1.88022 3.84237 2.39722 3.92588 8073.51 50.7623 9.60139 8022.74 14.2607 11.1755 9.95026 7.87475 41.1609 20.9036 15.5127 internal_count=86175 944 902 282 223 210 135 85231 294 226 68 177 49 124 73 50 49 51 53 84937 1420 298 83517 253 157 121 86 1122 488 397 is_linear=0 shrinkage=0.1 Tree=723 num_leaves=31 num_cat=0 split_feature=7 7 6 3 6 0 5 1 3 1 6 0 0 0 1 0 7 6 9 8 6 9 9 9 2 4 4 5 2 9 split_gain=0.264503 1.79471 4.28775 2.06647 2.67397 1.77923 2.16044 4.70562 4.21257 3.93718 3.10654 4.0722 3.1705 3.05163 2.79354 2.40816 2.05512 6.27484 5.8193 4.94805 4.22445 3.22678 3.04157 4.13443 2.34512 3.47394 5.29145 4.48109 4.0629 3.96273 threshold=97.585292816162124 97.732166290283217 54.904756546020515 34.141143798828132 53.96045112609864 0.3790500015020371 2.4801000356674199 121.6716995239258 137.19499969482425 75.540901184082045 55.569528579711921 0.27240999042987829 0.20998344570398333 0.34000007808208471 103.16975021362306 0.15990499407052997 96.35712051391603 52.050189971923835 1.1426048278808596 73.722831840000012 56.720886230468757 1.1026969552040102 1.2627818584442141 1.2442238926887514 1076.699157714844 0.049060000106692321 0.050005000084638603 2.7229099273681645 566.54000854492199 1.6201764941215517 decision_type=8 8 10 10 8 10 10 8 10 10 10 10 10 8 10 10 10 10 2 10 8 2 2 2 10 8 10 10 10 2 left_child=5 2 3 -2 -5 6 7 9 13 -1 -11 12 14 -9 -12 -10 24 -18 20 22 21 -19 23 -20 25 -7 -27 29 -29 -28 right_child=1 -3 -4 4 -6 16 -8 8 15 10 11 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.032893613072255183 -0.03153846428941056 0.00029135559205564646 -0.0042481459202685255 0.036898467222523358 0.12335332219412061 0.064941939706738547 -0.0011731117743425403 -0.10090895948439849 0.037174533644129419 -0.090358615279451715 0.026872317141571525 -0.089852593201161027 0.07407634314673224 0.062739712015793855 -0.11598657850185053 0.16403691033420142 -0.10984023086494138 -0.04652438274944521 0.058745254595178521 -0.065007214573534922 0.012856828527677239 -0.17300224432655276 0.14015927158150651 -0.098353646468012798 0.0013138375852228769 -0.09828597207863507 0.023850722779668793 0.05319467412466055 -0.11157799260790656 -0.11037347014036665 leaf_weight=6.1189299593329443 2.1361544108954176 4714.6733405799059 26.573967991767859 8.3920101164549088 6.2357767075882302 14.251932553988807 2906.9087195945467 2.8762436709366721 3.6619846359826624 13.638917968724856 3.012510984088296 6.1609899392351499 4.6438046698458493 1.8870888818055389 2.5086714522913098 2.5301313828676939 5.9914432798577755 5.6298929492550052 11.778910362161701 4.0533149292459703 6.8729420057934485 3.1434427034109831 3.5571858413495638 1.9529652483761299 199.99645214477823 4.1421645567825172 114.64646310345734 2.1605287353813756 4.8687342566990992 2.2425684413174158 leaf_count=100 35 49412 223 97 55 349 31095 21 28 191 28 49 36 31 30 17 84 54 114 74 48 24 50 34 2529 54 1116 118 57 22 internal_value=0 0.000477561 0.0207346 0.0603369 0.0737539 -0.000683481 -0.00151713 -0.0227767 0.0346242 -0.0402043 -0.0551311 -0.0257016 0.0131802 -0.0360763 -0.0380388 0.0890112 0.00570799 -0.0149031 0.000474902 0.0344363 -0.0458502 -0.0918408 0.0577502 0.0364024 0.0082959 0.018108 0.0128959 0.0166123 -0.0609331 0.0212756 internal_weight=0 4758.01 43.3379 16.7639 14.6278 3339.24 2953.95 47.0393 10.9554 36.0838 29.9649 16.326 10.165 4.76333 5.52118 6.19212 385.289 42.9801 36.9887 21.3424 15.6463 8.77334 17.2891 13.7319 342.309 142.312 128.06 123.918 7.02926 116.889 internal_count=86175 49822 410 187 152 36353 31626 531 97 434 334 143 94 52 58 45 4727 482 398 272 126 78 198 148 4245 1716 1367 1313 175 1138 is_linear=0 shrinkage=0.1 Tree=724 num_leaves=31 num_cat=0 split_feature=1 1 5 6 8 9 9 3 3 8 2 3 8 2 2 2 9 9 9 1 2 3 2 4 4 2 2 1 4 9 split_gain=0.27493 1.68842 3.49554 2.99047 2.74447 3.23181 4.40768 3.0601 7.15324 6.60987 4.04093 4.79672 3.81507 3.49743 4.01326 3.44956 3.00669 6.72764 3.29833 3.49664 2.88731 3.27918 2.4753 2.34726 5.23721 4.32379 4.14347 4.45832 2.89654 2.5007 threshold=71.956893920898452 74.04019927978517 2.6670067310333256 61.314634323120124 83.351226575000013 1.391429126262665 1.4366575479507449 406.54499816894537 530.76501464843761 72.121931125000017 184.97500610351565 24.500749588012699 75.674278365000006 302.36500549316412 482.65499877929693 62.879999160766609 1.067902743816376 1.0465513467788699 1.1493571400642397 73.662002563476577 3759.551635742188 2141.599975585938 498.66499328613287 0.083395499736070647 0.078011002391576781 657.68499755859386 383.94645690917974 72.814998626708999 0.18007667362689975 1.1929618716239931 decision_type=10 8 8 10 10 2 2 10 10 8 10 10 8 10 10 10 2 2 2 10 10 10 10 10 10 8 10 8 8 2 left_child=-1 2 3 23 5 7 -7 10 -9 20 15 12 16 -13 -15 -4 17 -12 19 -18 21 22 -10 24 -2 26 27 -25 29 -29 right_child=1 -3 4 -5 -6 6 -8 8 9 -11 11 13 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0017060766478379256 -0.028870757175469088 -3.4181117292500152e-05 0.061236258937965193 0.077548973023583767 0.09225195984439731 -0.082581681675918783 0.065319258017900547 -0.14190360541613975 0.047578494615543122 -0.11206169792413639 -0.062843698785747068 0.13754718254363538 0.12915334141028928 -0.010674806743828936 0.074245444929732132 -0.03883039109040886 -0.11335336150806691 0.11490817924260142 0.011062285671367208 0.062440805163357899 -0.025627949535319879 0.082587859906992508 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0.0298568 0.0414895 0.011777 0.0665422 0.0524534 -0.0124177 0.000750916 0.0477029 -0.0230135 -0.0771147 0.0278562 0.048578 -0.00277133 -0.0282632 0.021647 -0.0439356 -0.0185841 -0.0436522 0.0105157 0.0462583 internal_weight=0 7247.32 163.115 32.9398 130.175 125.428 9.85323 115.575 33.4033 29.931 82.1712 64.4393 29.4782 34.9611 29.1727 17.7319 26.9468 9.05554 17.8913 6.91404 26.0519 18.777 7.48135 30.0079 7.17104 22.8369 17.0494 13.5466 7.16165 5.44253 internal_count=86175 73678 1725 363 1362 1318 132 1186 255 229 931 736 446 290 246 195 396 80 316 121 167 123 51 332 124 208 161 128 71 53 is_linear=0 shrinkage=0.1 Tree=725 num_leaves=31 num_cat=0 split_feature=2 0 6 7 6 6 1 1 2 1 5 5 6 8 6 0 8 6 9 7 2 2 4 9 1 1 3 4 0 4 split_gain=0.284769 1.64301 2.46651 1.6446 3.31133 3.3475 2.81927 3.86446 3.28205 2.79254 2.4523 2.11033 2.0802 3.23083 4.16496 2.4061 2.73067 2.10405 2.05932 2.20286 2.07131 2.44842 2.72651 2.25369 2.00502 5.47765 7.50674 4.78414 2.82832 2.93055 threshold=10859.040039062502 -0.037466512992978089 51.796979904174812 93.969257354736342 52.878839492797859 52.607093811035163 122.49349975585939 83.230804443359389 14056.177734375002 135.81590270996097 2.7366132736206059 2.6510967016220097 53.69075012207032 73.498535265000015 53.588890075683601 0.07000999897718431 60.182958530000008 53.308040618896491 1.0399255156517031 94.479389190673842 100146.75000000001 50025.664062500007 0.079994998872280135 1.2476399540901186 86.798252105712905 91.564998626708999 6044.5651855468759 0.039029000326991088 -1.0000000180025095e-35 0.053401499986648567 decision_type=10 8 10 10 8 8 10 10 8 8 8 10 10 10 8 10 10 10 2 10 10 8 10 2 8 8 8 8 8 8 left_child=-1 2 -2 24 5 6 7 -5 -8 -10 -9 -11 13 14 15 -6 -17 -15 -14 -20 21 -21 23 -23 28 26 27 -26 -3 -30 right_child=1 3 -4 4 12 -7 8 10 9 11 -12 -13 18 17 -16 16 -18 -19 19 20 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.00016934074117763541 0.062272796407745593 0.12347875681417009 -0.1111203533031677 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1580 is_linear=0 shrinkage=0.1 Tree=726 num_leaves=31 num_cat=0 split_feature=0 9 4 5 5 4 2 2 9 2 5 8 8 3 9 2 4 4 9 9 5 7 6 7 5 7 3 5 9 4 split_gain=0.262701 2.01194 2.11078 1.90296 2.6438 1.90068 1.81613 3.04376 2.591 3.27717 4.03147 5.29526 3.53829 4.50173 3.53469 3.48184 2.81692 5.32309 4.54136 8.00252 4.23727 5.11693 4.64846 3.78967 4.85429 3.36733 3.35037 3.23861 3.6293 5.1421 threshold=0.040049999952316291 1.558970093727112 0.10998599976301195 2.310500025749207 2.3698499202728276 0.081401500850915923 532.92172241210949 507.34075927734381 1.2762882113456728 828.84500122070324 2.6498100757598881 73.430923220000025 68.659882405000019 85.202899932861342 1.2728846073150637 712.11749267578136 0.052005000412464149 0.056494999676942832 1.2712075710296633 1.2593680024147036 2.618836641311646 88.50388336181642 52.255464553833015 86.067459106445327 2.6766099929809575 93.380386352539077 379.23950195312506 2.5273933410644536 1.1611987948417666 0.080869499593973174 decision_type=8 2 10 8 8 10 10 8 2 10 8 10 10 10 2 10 10 10 2 2 10 10 10 10 10 10 8 10 2 8 left_child=1 3 -3 5 -5 -1 7 -6 9 10 11 12 13 -8 16 -12 20 -18 19 27 21 26 -23 24 -22 -24 -11 -19 -29 -30 right_child=-2 2 -4 4 6 -7 8 -9 -10 14 15 -13 -14 -15 -16 -17 17 18 -20 -21 23 22 25 -25 -26 -27 -28 28 29 -31 leaf_value=0.0018637844352130868 -0.00015901582164283803 -0.10831648396162855 0.040533318908230392 0.052733686823725895 0.0097934136271476836 -0.097764047614020522 0.0054060042248986412 0.086225888920505978 0.01847673314730389 -0.0047725065184536248 0.047722136764331978 0.02407100117611416 -0.16608156019719958 -0.10161018653480353 -0.093959139798582364 -0.048406010057579781 0.057676212596055071 -0.052399879942099915 0.12521193118741178 -0.091926333577329114 -0.011973313018792729 -0.024885923884095443 0.091503718402150866 -0.034872005469689098 0.14508994705923112 0.014702041705701106 -0.089901069180342075 -0.0082034435492654208 0.0018511588831409997 0.055455097210394169 leaf_weight=3.914425613826551 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0.00634922 0.0102763 0.025202 internal_weight=0 564.442 4.5607 559.882 552.219 7.6632 541.606 117.086 424.52 364.127 42.612 26.7953 20.1809 16.3891 321.515 15.8167 317.524 172.319 152.162 149.181 145.205 70.5592 32.45 74.6455 9.77064 23.6651 38.1092 140.376 131.58 72.7894 internal_count=86175 5969 159 5810 5744 66 5687 1398 4289 3483 392 208 128 109 3091 184 3062 1387 1243 1225 1675 767 285 908 105 181 482 1157 1059 580 is_linear=0 shrinkage=0.1 Tree=727 num_leaves=31 num_cat=0 split_feature=4 0 0 5 2 0 5 9 8 3 7 3 7 2 6 5 1 7 0 0 6 7 1 1 1 8 7 9 9 7 split_gain=0.266432 2.04983 2.90183 2.63982 2.73776 2.31047 2.22201 2.16704 2.06479 1.8645 3.20275 4.30342 3.37493 3.16716 3.29062 3.44168 2.72638 2.69127 2.6197 2.40135 3.5664 3.79024 2.21962 2.40754 2.92473 1.97503 1.93789 1.7505 2.04547 1.73394 threshold=0.028823500499129299 0.052429858595132835 0.069205000996589675 2.5273933410644536 3321.141479492188 0.047004999592900283 2.6159449815750127 1.1276808977127077 59.86349009500001 800.78533935546886 90.06866836547853 155.9423522949219 93.435150146484389 8816.0419921875018 50.17073059082032 2.684436678886414 159.09695434570315 87.25397109985353 0.072695001959800734 0.13002999871969226 53.96045112609864 86.868511199951186 181.95790100097659 116.91954803466798 108.25125122070314 70.393947905000019 90.432712554931655 1.0711222887039187 1.0811170935630801 96.07342910766603 decision_type=8 10 10 8 8 8 8 2 10 10 8 10 8 10 8 10 8 8 8 10 8 10 10 10 10 10 10 2 2 8 left_child=1 3 7 -1 5 8 -6 -3 -5 10 19 12 22 17 15 -15 29 -11 -19 20 21 -4 23 24 -12 -20 -13 -21 -29 -16 right_child=-2 2 9 4 6 -7 -8 -9 -10 13 11 26 -14 14 16 -17 -18 18 25 27 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.13745207827172073 9.5239504079987171e-05 0.095824909257516674 0.014782638269911481 0.11548486310787542 -0.035006479556543305 -0.19009217408332305 -0.1154259396036692 -0.032174540142117798 -0.013331718408105861 0.014895713424459809 -0.068275887113527375 0.10074324215323938 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148 28 135 47 217 105 190 129 135 309 523 26 534 102 27 19 73 39 12 327 57 155 103 1085 464 10 1297 154 internal_value=0 -0.00332451 -2.5937e-06 -0.029624 -0.0356288 0.0271891 -0.0527874 0.0633555 0.0467023 -0.00220119 0.0034017 0.0258368 -0.00928497 -0.01873 0.00584608 0.0718903 -0.013431 -0.0440144 -0.0621991 -0.00609255 -0.0372311 -0.0485772 0.0252489 0.000703406 0.0399866 -0.0689389 0.0532419 0.00120679 0.00301855 -0.0224809 internal_weight=0 234.629 208.316 26.3126 25.3998 5.44941 19.9504 6.98638 5.00035 201.33 150.361 44.7101 19.5961 50.9689 25.8465 5.83963 20.0068 25.1225 19.1967 105.651 20.0631 18.7082 11.5785 8.80977 5.63039 18.5783 25.114 85.5878 84.2359 18.8726 internal_count=86175 6509 5884 625 617 265 352 156 218 5728 3579 1746 973 2149 843 128 715 1306 1177 1833 487 475 450 393 238 1158 773 1346 1307 688 is_linear=0 shrinkage=0.1 Tree=728 num_leaves=31 num_cat=0 split_feature=1 6 8 6 0 4 3 3 8 1 8 0 8 8 8 0 3 5 7 3 4 2 2 7 4 7 4 8 1 6 split_gain=0.273201 2.5772 2.98092 3.03181 3.35859 3.30299 2.3115 2.3291 2.49655 3.55001 4.89264 2.25206 2.18217 5.28134 4.97015 2.73021 2.71848 3.58133 4.10958 2.25998 2.13624 2.09428 2.43617 3.87481 2.21714 2.08389 2.03439 2.48439 1.9436 1.88036 threshold=211.64724731445315 53.154035568237312 87.321885330000015 54.664556503295906 -0.037466512992978089 1.0000000180025095e-35 115.26855087280275 167.63238525390628 62.880859350000001 224.385368347168 64.140004720000022 0.0140050002373755 61.319998600000012 60.968498590000003 60.522278915000008 -0.012469999957829712 266.79499816894537 2.5273933410644536 90.492675781250014 386.97500610351568 0.069995000958442702 189.51499938964847 3217.5720214843755 90.00799942016603 0.043460499495267875 87.882106781005874 1.0000000180025095e-35 69.08872266500002 224.385368347168 59.189291000366218 decision_type=8 8 10 10 8 8 10 10 8 10 10 8 8 10 8 8 8 10 8 10 8 8 10 8 8 8 8 10 10 10 left_child=26 20 3 4 -3 -6 11 28 12 10 -10 -7 13 14 15 -9 17 -17 -19 -18 25 -13 23 -23 -25 -2 27 -1 -8 -5 right_child=1 2 -4 29 5 6 7 8 9 -11 -12 21 -14 -15 -16 16 19 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.17869178104735914 -0.040878318439917537 0.086536096271980945 -0.13570410897122473 0.026955274712549104 0.10605422938225884 0.10362706125921675 -0.057372793189844354 0.051824280246359357 -0.2575651257487615 0.054954460193894564 0.010744799190878182 0.10187106701639936 -0.08954637728754633 0.1077195276101398 -0.14567488730192055 0.08495105802395965 -0.14287218499110452 0.041612192015136495 -0.1030133786296559 -0.028303757066706316 -0.096299154259347083 -0.30849584637456329 -0.02162849393412242 0.10520419990751084 -0.10158826700164557 0.038438313104418656 0.00010517490158416858 -0.0052549198064449458 0.065909804311797521 -0.04204133927868553 leaf_weight=1.411999286781864 3.83213042468235 2.8145383279770613 1.9046959913084709 26.49730680836365 1.8757605690789216 0.77880492550320213 1.6941164806157747 4.0409736866131425 0.97992269642054308 7.2694363559567137 2.2177379857748747 0.67077606464772088 6.9384894892573348 2.6399803236126891 3.8445502296090117 2.995327973738326 3.6212287843227378 3.3568603591993424 4.7376961987465629 3.2824706062674522 1.4616565147880489 0.88020475953817801 4.8771725259721288 0.55473898537457633 7.9299918832881042 24.424710901803337 7946.9583245186741 1.989818425303383 5.2163344887012499 4.641836612019687 leaf_count=70 36 40 81 222 57 37 44 40 35 91 32 50 33 13 17 43 24 26 29 27 29 6 38 14 426 234 84179 86 67 49 internal_value=0 -0.00444843 -0.011729 -0.0094662 -0.0205819 -0.0248643 -0.0284479 -0.0184389 -0.0265834 0.0163296 -0.0714787 -0.0621489 -0.0392513 -0.0270149 -0.0407594 -0.0224539 -0.0391352 -0.00846749 -0.0430363 -0.0883989 0.0215838 -0.0708063 -0.0789391 -0.108786 -0.088068 0.0276816 7.20787e-05 -0.0772437 0.0356867 0.0166701 internal_weight=0 135.979 106.261 104.356 73.2171 70.4026 68.5268 52.8351 45.9247 10.4671 3.19766 15.6917 35.4576 28.5191 25.8791 22.0346 17.9936 11.0899 8.09456 6.9037 29.7185 14.9129 14.2421 9.36494 8.48473 28.2568 7950.36 3.40182 6.91045 31.1391 internal_count=86175 1840 1541 1460 1189 1149 1092 521 410 158 67 571 252 219 206 189 149 98 55 51 299 534 484 446 440 270 84335 156 111 271 is_linear=0 shrinkage=0.1 Tree=729 num_leaves=31 num_cat=0 split_feature=9 9 8 7 3 3 9 7 9 8 6 6 6 5 2 7 6 7 0 0 7 8 0 2 7 1 1 6 3 8 split_gain=0.272749 1.3634 6.33294 1.99357 2.03887 3.30383 2.65277 2.28331 2.37646 3.0687 2.20565 2.74391 1.9483 2.34868 2.53236 1.86343 1.70615 3.10478 1.65207 2.52864 1.45372 2.24267 4.01318 1.75924 1.71899 1.24807 1.23243 2.12359 1.4177 1.32726 threshold=1.6318134069442751 1.5900974869728091 87.291245100000012 88.037700653076186 104.41055297851564 774.05999755859386 1.6105579137802126 89.084224700927749 1.6201764941215517 72.121931125000017 54.867120742797859 55.616619110107429 52.165784835815437 2.4904099702835087 223.53499603271487 103.0540237426758 57.590518951416023 100.25712203979494 0.16000659018754962 0.14911996573209765 89.396530151367202 72.513157530000015 0.15990499407052997 667.56854248046886 91.530918121337905 118.14445114135744 94.196922302246108 59.289501190185554 462.11274719238287 86.904427585000022 decision_type=2 2 8 10 10 8 2 10 2 8 10 10 8 10 8 10 10 10 8 10 10 10 10 10 10 8 8 8 8 10 left_child=1 -1 3 -3 7 6 10 -5 9 -9 -6 -12 -11 14 -14 -13 -15 -18 19 -7 -8 22 23 -22 -23 -10 27 28 -2 -28 right_child=26 2 -4 4 5 18 20 8 25 12 11 15 13 16 -16 -17 17 -19 -20 -21 21 24 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=3.0485404114225841e-05 0.083313260943612244 -0.1169007618082491 -0.10365206662302476 0.12454903739969714 -0.10958572252967801 -0.074849590388142873 -0.01144116214192524 0.11100810644898514 -0.10806810891294383 0.13540683296706746 0.090575203479529243 -0.10679343154242167 0.093377779837754582 -0.10041410422588326 -0.1047763974124645 0.062809559042085905 0.11922631116792815 -0.095331405492059262 -0.14800271023807537 0.14836384544615186 0.16534956237312809 0.053938072709907803 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-0.00691036 -0.0206546 0.0125831 -0.026122 -0.036477 0.0364169 -0.0521868 -0.0659118 -0.00249514 -0.0655491 -0.0180226 0.0497953 0.0623964 0.00344311 0.0775948 0.0867445 -0.0797853 0.00414033 0.0347158 0.0584021 0.00155354 internal_weight=0 7929 60.351 53.2341 51.7351 30.5169 26.301 21.2182 20.2281 13.5459 7.46195 5.43183 11.6481 10.9464 3.14873 2.96745 7.79768 2.74755 4.21582 2.67433 18.8391 15.624 4.56673 2.8091 11.0573 6.68224 155.822 12.1547 9.20029 143.667 internal_count=86175 84484 1695 1084 924 495 369 429 408 339 191 96 315 307 91 74 216 79 126 80 178 158 74 42 84 69 1691 125 102 1566 is_linear=0 shrinkage=0.1 Tree=730 num_leaves=31 num_cat=0 split_feature=9 9 8 9 8 4 4 1 4 7 2 1 9 7 1 5 1 3 3 7 1 5 5 2 2 2 7 0 3 2 split_gain=0.273094 1.65956 6.92815 3.71212 5.75149 13.2723 8.38919 7.97914 5.18287 8.62259 3.92115 3.83096 3.55774 5.65999 6.46464 7.89896 3.65569 3.56835 5.21054 3.56491 7.64056 3.81355 5.29672 3.58607 4.20394 6.06891 3.45545 5.82036 4.43917 3.43069 threshold=1.3680611252784731 1.303131699562073 85.100540475000017 1.310455918312073 84.859308435000017 0.076169498264789595 0.1020033322274685 113.47620010375978 0.088000997900962843 90.781970977783217 689.15118408203136 44.649999618530281 1.3158515691757204 89.276966094970717 96.290100097656264 2.5400049686431889 99.392101287841811 102.1347999572754 865.23950195312511 94.889053344726577 83.832332611083999 2.6000032424926762 2.5890133380889897 210.43499755859378 272.85049438476568 307.81477355957037 92.333343505859389 0.16000659018754962 318.92500305175787 4931.3598632812509 decision_type=2 2 8 2 10 10 10 10 10 10 10 10 2 8 10 10 10 10 8 10 10 10 10 10 10 10 8 8 10 10 left_child=1 -1 3 4 5 -3 8 -6 9 -7 -10 -5 13 -13 26 16 -16 -18 -19 23 -21 22 -22 -14 -25 -26 -15 28 -28 -27 right_child=-2 2 -4 11 7 6 -8 -9 10 -11 -12 12 19 14 15 -17 17 18 -20 20 21 -23 -24 24 25 29 27 -29 -30 -31 leaf_value=0.00016963596704062023 0.0014820568489631197 -0.097508993757316545 -0.09272108902276642 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23.818912888586055 23.723543732703547 8.7512246668338758 12.045615957205881 5.2460064387414596 177.29647152591497 6.0894636698067153 11.279458269244063 4.8607013709843159 20.387487381813116 leaf_count=61092 17963 388 1487 109 33 37 92 22 49 70 33 14 670 30 30 111 86 42 20 157 175 514 51 131 63 2035 54 122 42 453 internal_value=0 -0.000230999 -0.00614146 -0.00434286 -0.0269608 -0.0413978 0.00519823 0.0370814 0.036564 -0.00884969 0.0910992 -0.000577281 0.000344045 0.0238416 0.0294913 -0.0065575 0.0225621 0.040001 0.0673456 -0.00374173 0.0159552 0.032799 0.0550124 -0.00947493 -0.00498589 -0.00839292 0.0631726 0.045879 -0.00605395 -0.00557576 internal_weight=0 7008.48 444.905 435.85 62.2067 50.7632 27.7331 11.4435 20.927 11.4184 9.50858 373.643 370.576 54.8914 53.2432 25.7177 20.1537 17.26 12.6755 315.684 71.1707 56.2937 32.5701 244.513 214.976 202.93 27.5255 22.2296 10.9502 197.684 internal_count=86175 68212 7120 5633 724 669 281 55 189 107 82 4909 4800 551 537 289 178 148 62 4249 897 740 226 3352 2682 2551 248 218 96 2488 is_linear=0 shrinkage=0.1 Tree=731 num_leaves=31 num_cat=0 split_feature=9 3 3 2 4 5 3 6 7 4 7 7 7 7 7 7 9 5 1 5 6 0 3 0 8 7 2 7 6 6 split_gain=0.276638 0.667964 0.661152 0.295839 1.31914 1.86104 1.29628 1.31769 2.01103 1.6662 1.19501 2.1897 2.69316 2.18228 2.05082 2.0165 2.49144 1.7281 1.5827 2.38589 1.53116 1.59307 1.55023 1.67942 3.04571 1.3581 3.01775 1.59291 1.45398 1.61464 threshold=1.0016464591026308 4.6003799438476571 6.3065781593322763 55.204999923706062 0.071003500372171416 2.4801000356674199 70.163276672363295 56.313793182373054 90.54639053344728 0.068003501743078246 91.472785949707045 95.606250762939467 96.436347961425795 100.03244400024415 89.396530151367202 104.48049926757814 1.0083022713661196 2.5800232887268071 69.203296661376967 2.6266250610351567 62.405439376831062 0.15000005066394809 40.030328750610359 0.51010000705719005 64.884590965000015 107.00885391235353 47.444999694824226 107.47714233398439 59.514837265014656 62.405439376831062 decision_type=2 10 10 8 8 10 10 10 10 10 8 8 8 8 10 8 2 8 10 10 8 10 10 10 10 8 10 8 10 10 left_child=1 -1 -3 4 5 -2 7 8 -7 -9 14 17 -13 20 -6 16 -15 -12 -18 -20 21 -14 23 24 -23 26 28 -27 -17 -30 right_child=3 2 -4 -5 10 6 -8 9 -10 -11 11 12 13 15 -16 25 18 -19 19 -21 -22 22 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.10550565556799339 -0.15093557615004083 0.099374195616755465 -0.06595529782569852 -0.00010375104032450506 -0.025663515138925026 -0.13002358767854894 -0.095805806857781922 0.097659738890004927 0.0468401814354934 -0.067041016813403659 -0.016725361407262544 0.079646073911436521 -0.10499593786111039 -0.087006827990616264 0.11287899338358143 0.056453686183167776 -0.030513143758188335 -0.11287535814610278 0.08153093733674241 -0.024307838982916545 -0.10703526594181752 0.10490881985430885 -0.074840472937404909 -0.037655149187619558 -0.028462726553198054 0.10934171346444291 -0.16287601991990575 0.0051230500838032106 -0.081754115089876456 0.041935218001439983 leaf_weight=0.82339102269122466 1.1971353854894724 0.48567080112115946 0.4818649846607741 7833.8951844299563 1.8051517719868559 1.3563533894339346 1.595896537599401 2.1717904936122072 1.222213462955551 0.85646797477966163 6.6254982278915096 4.8389477800556042 1.8656641283305386 1.4357672091573501 2.6181400113964628 2.3752961645368469 2.1090225530097113 2.6039116398897031 11.708855745324398 2.6034983879908387 2.2059242583345613 3.5567044644922117 2.6977446172822956 4.5497537855335395 3.3016909650468733 1.4794750821747573 1.5137962519147548 168.03951573814538 3.0935018108066288 1.6018878124596083 leaf_count=297 79 8 35 81723 27 31 64 67 31 30 74 41 16 10 34 38 46 74 136 62 26 40 29 48 34 19 22 2974 41 19 internal_value=0 -0.0393041 0.0170346 2.4197e-06 0.00345316 -0.0354789 -0.0162893 0.00634384 -0.046192 0.0510782 0.00485893 0.00386109 0.0058721 0.00420501 0.0563396 0.00727962 0.0393161 -0.0438523 0.0503609 0.0622783 -0.0289406 -0.0181544 -0.00666867 0.00945227 0.0407026 0.00406755 -0.0347369 0.00603262 -0.00730294 -0.039556 internal_weight=0 1.79093 0.967536 8074.92 241.03 8.39986 7.20272 5.60683 2.57857 3.02826 232.63 228.206 218.977 214.138 4.42329 195.961 17.8571 9.22941 16.4214 14.3124 18.1775 15.9716 14.1059 11.4081 6.8584 178.103 8.58448 169.519 7.07069 4.69539 internal_count=86175 340 43 85835 4112 302 223 159 62 97 3810 3749 3601 3560 61 3367 254 148 244 198 193 167 151 122 74 3113 120 2993 98 60 is_linear=0 shrinkage=0.1 Tree=732 num_leaves=31 num_cat=0 split_feature=0 7 1 3 7 0 5 5 2 5 6 8 8 7 8 2 2 6 3 1 9 9 4 3 5 7 2 6 0 6 split_gain=0.265635 2.47953 3.94522 5.21809 2.93651 4.21449 2.45985 2.41956 3.88791 3.12678 3.5491 3.70985 3.52213 3.28303 3.12593 3.74134 4.18709 3.94765 3.64426 4.09794 2.93157 4.55442 2.85155 2.71529 2.69606 3.06868 2.68756 3.50034 2.30196 2.26225 threshold=0.12999981641769412 102.89816665649415 137.54299926757815 23.585000038146976 102.59058761596681 0.10000500082969667 2.4500950574874882 2.6099965572357182 180.6350021362305 2.6658649444580083 59.754011154174812 75.396836080000014 59.948030760000009 103.57094955444337 75.01961497500001 219.33060455322268 282.41656494140631 56.652551651000984 4495.4799804687509 108.25125122070314 1.2342023253440859 1.2797898054122927 0.12861499935388568 362.83680725097662 2.4904099702835087 103.77054595947267 358.54563903808599 58.474561691284187 0.089829999953508391 54.970867156982429 decision_type=8 10 10 10 10 8 10 10 10 10 10 10 10 8 8 10 10 10 8 8 2 2 10 10 10 10 10 10 8 10 left_child=1 4 6 -4 -1 -6 -3 8 22 10 11 12 -9 -11 15 -10 -17 29 19 24 -14 -22 -8 -13 -19 -26 27 28 -15 -18 right_child=-2 2 3 -5 5 -7 7 9 14 13 -12 23 20 26 -16 16 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0015320711019680693 -0.00034068395514144352 -0.11274710412262666 0.03578211622187704 -0.12290622374959524 0.013617554386409953 0.14144291284715527 -0.0072278061658429043 -0.0051265793142580935 -0.094141580486114346 -0.06777649489916987 0.02354652222762767 0.078013132927910539 -0.12590794134233399 0.029188015603932561 -0.090569678439213208 0.10139915629164203 -0.00076928317226261124 0.04294740418911417 0.08923775966355689 0.05893919316720822 0.087767178074159916 -0.098629223097215529 0.10325565748847128 -0.050351063698573166 0.041827621295031044 -0.081565284702444313 0.11130150071036021 0.1191799494109185 -0.11643575823681518 -0.10616684948665918 leaf_weight=1920.732323881115 6019.1764294583354 2.1800429663853711 2.9959980323910695 6.7199258481705328 9.1303600554601854 3.5949289005075107 3.6095918425125983 5.9078435748815599 3.5929414052516213 3.2620288945108742 7.7714590776595278 3.2847823713091193 10.846063007367777 2.1830533937172745 3.8016358353197566 4.6747185783460727 3.6267119040712696 3.8534228764474454 5.8038200419396153 7.9581774342805138 1.9292730372399081 4.0895530852139927 6.6212380967044737 3.3068647747859359 2.603941951878368 8.9178156210109574 4.0092342847565305 1.9113718100707044 2.1591054276286727 4.6444277241826057 leaf_count=20025 64878 45 17 112 82 31 33 41 28 35 69 33 82 36 61 35 37 23 36 56 15 49 56 20 22 68 37 31 40 42 internal_value=0 0.000975937 -0.0128348 -0.0739732 0.00184928 0.0497286 -0.00755701 -0.00547927 0.00815909 -0.0215534 -0.0365462 -0.05245 -0.0715731 0.0196132 -0.00344447 0.003807 0.0121696 0.00101906 0.0183269 0.000688953 -0.0948496 -0.0388818 0.0642754 0.013616 -0.0294613 -0.0536782 0.04739 0.00641543 -0.0432223 -0.0599523 internal_weight=0 2055.72 122.265 9.71592 1933.46 12.7253 112.549 110.369 59.7084 50.6606 37.1358 29.3644 22.7727 13.5248 49.4776 45.676 42.083 37.4083 29.1372 23.3334 16.8649 6.01883 10.2308 6.59165 15.3752 11.5218 10.2628 6.25353 4.34216 8.27114 internal_count=86175 21297 1159 129 20138 113 1030 985 497 488 309 240 187 179 408 347 319 284 205 169 146 64 89 53 113 90 144 107 76 79 is_linear=0 shrinkage=0.1 Tree=733 num_leaves=31 num_cat=0 split_feature=8 8 9 0 1 9 5 3 2 5 0 9 9 2 9 7 8 6 2 1 0 3 8 3 9 3 8 8 9 1 split_gain=0.271469 3.9415 6.26742 7.72681 15.7637 9.27707 8.50247 9.1967 8.11368 6.21598 4.78096 4.62941 3.82781 12.4339 10.2937 6.8752 8.93186 6.03562 4.89079 4.71638 4.25514 4.9432 4.07879 3.94928 3.67848 3.4604 3.44645 4.60739 3.44597 3.60939 threshold=57.044835510000006 55.434759575000008 1.0349020361900332 0.091894999146461501 79.095760345458999 1.0596722364425661 2.5099099874496464 22.804999351501468 150.269401550293 2.4702500104904179 0.099210001528263106 1.0514340996742251 1.0580517053604128 262.29499816894537 1.0613657236099245 101.85602951049806 64.373716720000019 57.369850158691413 899.12002563476574 90.188610076904311 0.27952314913272863 12.562700271606447 60.968498590000003 15.835000038146974 1.0564270019531252 22.804999351501468 56.065080170000009 56.807741540000009 1.0448677539825442 91.850250244140639 decision_type=8 10 2 10 8 2 10 10 8 8 10 2 2 10 2 10 10 10 10 10 10 10 10 8 2 8 8 10 2 10 left_child=1 -1 10 4 26 9 -7 -8 -6 -5 -3 -10 13 17 15 16 18 20 -14 -15 21 22 28 -23 -19 -13 -4 -28 29 -2 right_child=12 2 3 5 8 6 7 -9 11 -11 -12 25 14 19 -16 -17 -18 24 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00028854214188362662 0.11052084388242672 0.11822996575775063 0.12604271809404116 -0.093769048842771388 0.02212845658353714 0.0029158812259317806 0.098323217084811051 -0.11056811691187862 -0.16279521109128681 0.10606602274672926 -0.049098155366084362 0.049866397917103553 0.1321621369130952 -0.016778579174435523 0.00024213943973411332 -0.10128382154469791 -0.020422311813905539 0.029629916812186637 0.049289674646600987 -0.083061421663875923 0.1203802200798257 -0.16604933527299182 0.12999715761907568 -0.0019447004188334648 -0.18763289376480929 -0.092690152496118727 -0.03204005935733191 0.10762365136877435 -0.10463821489514805 -0.051980043451028503 leaf_weight=1615.696536929579 3.8664440466873256 5.6894914507865888 3.2929339744150612 1.8253173530101747 5.8187240611296138 50.510279678273946 2.4759118556976345 14.168647888815029 9.9645205102860945 10.571742452215403 2.4398200081195682 1.860720033757391 13.942451536655428 18.061863627666753 6198.5135770500347 2.7859588665305628 9.8997904400857788 1.2731814979342737 14.555926673114298 26.464111447960022 5.3383244133729013 1.7539633513661073 5.3440720184298698 8.9471800728442759 2.0088820606470108 20.057376726683287 7.8952089697122574 3.3703710911795497 1.8031033854931591 2.1142982555466006 leaf_count=14722 37 47 32 10 59 834 38 233 64 171 37 25 73 426 67837 23 107 75 85 372 83 18 54 250 9 336 43 33 17 25 internal_value=0 -0.00110592 -0.0172057 -0.0224613 -0.0523333 -0.00283758 -0.01751 -0.0794951 -0.0864625 0.0766427 0.0680104 -0.106281 0.000299796 -0.0218636 0.000573213 0.0504022 0.0614077 0.0252158 0.0898339 -0.0561739 0.0396829 0.0216046 0.062726 -0.0288422 -0.103352 -0.0805879 0.0360489 0.00974372 0.0165404 0.0530739 internal_weight=0 1755.64 139.941 131.812 52.2599 79.5519 67.1548 16.6446 37.7013 12.3971 8.12931 31.8826 6316.67 76.9754 6239.7 41.1841 38.3982 32.4494 28.4984 44.526 29.1674 23.8291 13.1279 10.7011 3.28206 21.9181 14.5585 11.2656 7.78385 5.98074 internal_count=86175 16684 1962 1878 592 1286 1105 271 484 181 84 425 69491 1366 68125 288 265 568 158 798 484 401 133 268 84 361 108 76 79 62 is_linear=0 shrinkage=0.1 Tree=734 num_leaves=31 num_cat=0 split_feature=7 7 6 3 0 2 9 9 9 8 0 4 4 9 1 7 3 1 1 1 0 9 4 4 9 7 7 1 3 6 split_gain=0.273557 1.39345 1.65414 2.06687 1.9502 1.94463 1.94971 1.92718 2.29374 3.19035 1.93503 3.62642 1.91327 1.82893 1.56646 1.51741 1.69023 2.17074 2.07466 3.32441 1.45073 1.44702 1.41024 3.81731 3.50785 4.63574 4.4533 4.54751 5.31261 4.15938 threshold=97.963802337646499 98.23557281494142 57.16821479797364 226.27590179443362 0.054781578481197364 257.26513671875006 1.1560110449790957 1.1761901974678042 1.087821424007416 53.385573055000009 0.33003500103950506 0.069995000958442702 0.076169498264789595 1.0465513467788699 95.72259902954103 98.310241699218764 3490.775024414063 80.410102844238295 120.1243019104004 138.72499847412112 0.23211999982595447 1.1694471240043642 0.056494999676942832 0.051726499572396285 1.3268429040908816 102.27501678466798 102.59058761596681 137.54299926757815 1869.7449951171877 60.450513839721687 decision_type=8 8 8 10 10 10 2 2 2 10 10 10 10 2 10 8 10 10 10 10 10 2 8 10 2 10 10 10 8 8 left_child=-1 2 4 5 -2 6 -4 8 9 13 11 -9 -12 -6 -5 16 17 -3 -19 -20 -13 -7 23 24 25 29 -27 28 -28 -17 right_child=1 15 3 14 7 21 -8 10 -10 -11 12 20 -14 -15 -16 22 -18 18 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0006836816958048649 -0.03221809009552043 0.046036841541479176 0.095095399336623573 0.1035243033133976 0.011672807594632319 -0.10280001474556577 -0.034451782086606451 -0.047383562203852606 0.091734009657211915 -0.090629698724663421 0.047319135153106304 0.036884679100670226 -0.11975269900722618 0.12011357645106907 0.0034491016033166046 -0.0099303331182762251 0.056581782527770741 -0.074417473521271801 0.075210419541525297 -0.070582593132051147 0.12091486110154681 -0.018318188132070919 0.00084696581232799717 -0.042985103536343869 -0.043065116745910868 0.1195176834062377 0.062214557080920878 -0.043368464542101165 -0.092596282996124241 0.049199649211407584 leaf_weight=3428.5619953325881 4.9767411139619062 2.8463872503489318 1.9551796693122039 2.257846985012292 3.9819849254563469 4.2057153806090337 2.86283620960603 4.7554046729492319 9.4976274592336249 1.9886006660526616 1.0553631561015202 8.8366852037142944 1.9555130678418207 2.552099734544754 5.0905635677627288 160.30873994700642 2.2461938302731133 10.989593084850641 2.939051201372421 3.3429831519024447 2.6769362088634798 3.9144966542953625 4298.4130366223835 26.18168148688892 19.63722270165033 5.229954848997294 18.750601797626594 8.299146650824694 2.5138793594669542 12.849901807523564 leaf_count=37378 58 25 16 19 36 25 28 74 75 31 34 71 25 19 45 2926 22 96 30 32 24 35 42678 279 1576 42 164 120 29 163 internal_value=0 0.00049437 0.0153173 -0.00815588 0.026581 -0.0322112 0.0181192 0.0344262 0.0579375 0.0202749 0.0124509 0.0260797 -0.0611912 0.0540279 0.0341979 0.000291644 -0.0256926 -0.0348786 -0.0482136 -0.0023733 0.0564218 -0.062074 0.000419301 -0.00682455 -0.00266468 0.00115039 0.0344585 0.0194111 0.0439129 -0.00554237 internal_weight=0 4637.11 62.5636 20.2866 42.277 12.9382 4.81802 37.3002 18.0203 8.52269 19.2799 16.269 3.01088 6.53408 7.34841 4574.55 22.3642 20.118 17.2716 6.28203 11.5136 8.12021 4552.18 253.771 227.589 207.952 34.7936 29.5636 21.2645 173.159 internal_count=86175 48797 615 168 447 104 44 389 161 86 228 169 59 55 64 48182 205 183 158 62 95 60 47977 5299 5020 3444 355 313 193 3089 is_linear=0 shrinkage=0.1 Tree=735 num_leaves=31 num_cat=0 split_feature=5 3 0 1 1 8 9 1 1 2 0 6 9 9 9 9 5 9 2 4 1 6 7 8 2 2 2 9 6 8 split_gain=0.283059 2.79877 3.68268 2.92731 3.8513 2.94916 3.16577 4.54417 5.07599 4.62166 2.87952 2.78383 2.68235 2.66043 2.97354 2.66744 4.96517 4.56667 3.57176 2.98864 3.54315 2.93228 5.2361 4.91637 3.60856 3.44986 2.90572 2.65307 3.02788 2.66529 threshold=2.6485567092895512 30.295001029968265 0.20521660149097445 139.81220245361331 155.65999603271487 55.793656990000009 1.1493571400642397 102.23339843750001 99.392101287841811 233.44899749755862 -0.079846628010272966 55.664741516113288 1.1109600067138674 1.162797808647156 1.1543519496917727 1.2905700802803042 2.6593050956726079 1.2924330830574038 8816.0419921875018 0.068553999066352858 90.728351593017592 53.52466011047364 95.549999237060561 60.076609070000011 814.69497680664074 2477.370239257813 4439.8291015625009 1.28161096572876 52.311855316162116 59.778939185000006 decision_type=10 10 10 10 10 10 2 10 8 10 10 8 2 2 2 2 10 2 10 8 10 8 10 10 8 10 10 2 10 10 left_child=-1 2 3 5 11 -2 12 8 10 -9 -8 -5 -7 14 -12 16 -15 -17 26 20 -19 24 -23 -24 -21 -26 27 28 -18 -30 right_child=1 -3 -4 4 -6 6 7 9 -10 -11 13 -13 -14 15 -16 17 18 19 -20 21 -22 22 23 -25 25 -27 -28 -29 29 -31 leaf_value=-0.00036010775504717162 -0.051268825870800942 -0.0009391639528802051 0.014624430359449228 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5.2498149713501316 3.3538173027336597 3.2388447046978399 3.6887847725301981 5.9983957805670798 3.7550359403248867 4.8777417261153451 9.7380510829389113 15.177360926754771 leaf_count=57062 117 23018 4052 92 125 220 10 84 55 334 20 18 53 23 31 35 39 92 138 25 49 58 28 59 28 42 64 39 54 111 internal_value=0 0.000984655 0.00782885 -0.00379082 0.0257928 -0.00954027 -0.00463567 -0.00973738 -0.00149388 -0.0570201 -0.00643486 0.0626863 0.0434886 -0.00414834 0.0522847 -0.00920935 -0.024281 0.0114946 -0.0156768 -0.00441023 -0.0695174 0.0108791 -0.0247587 0.0345781 0.0447203 0.0158834 -0.029364 -0.0199741 -0.0083002 -0.0206225 internal_weight=0 2125.59 466.383 172.104 28.0051 144.099 128.944 116.585 99.2762 17.3083 94.7521 14.0746 12.3592 93.1496 7.66628 85.4833 49.4707 36.0125 46.0723 30.0233 5.70964 24.3136 11.8425 6.59266 12.4712 9.68718 37.1057 33.3507 28.4729 24.9154 internal_count=86175 29113 6095 2043 235 1808 1691 1418 1000 418 945 110 273 935 51 884 468 416 445 381 141 240 145 87 95 70 307 243 204 165 is_linear=0 shrinkage=0.1 Tree=736 num_leaves=31 num_cat=0 split_feature=0 8 8 9 3 3 7 4 9 9 8 7 2 1 9 0 7 2 8 8 7 6 6 6 9 9 9 6 8 8 split_gain=0.314205 2.26823 3.13836 6.96416 2.57289 3.78344 2.45058 3.12393 7.8561 5.7674 5.40512 4.14736 4.23155 4.02848 4.04761 3.59383 3.03567 2.89968 3.31714 2.88918 2.63893 3.84755 3.60085 4.81265 3.36404 7.2421 3.14907 2.63545 2.3224 7.51067 threshold=0.12999981641769412 84.004879095000021 83.823592210000001 1.203055262565613 4107.3850097656259 1632.7188110351565 92.096240997314467 0.049823999404907234 1.2712075710296633 1.2797898054122927 84.486923110000006 98.050918579101577 423.93499755859381 87.642147064208999 1.2644609808921816 0.10999006778001787 96.141693115234389 1037.2650146484377 88.27951542000001 86.805891860000017 91.232048034667983 51.911022186279304 53.214130401611335 53.929851531982429 1.2593680024147036 1.2661221623420718 1.1143009066581728 52.021381378173835 83.673071915000023 83.723137205000015 decision_type=8 10 10 2 10 8 10 10 2 2 10 10 10 8 2 10 10 10 10 10 10 10 8 10 2 2 2 10 10 10 left_child=1 2 28 -4 5 -5 20 10 -9 -10 -8 12 -12 16 -15 -13 -14 19 27 -16 22 -22 -3 26 -25 -26 -24 -19 -1 -30 right_child=-2 6 3 4 -6 -7 7 8 9 -11 11 15 13 14 17 -17 -18 18 -20 -21 21 -23 23 24 25 -27 -28 -29 29 -31 leaf_value=0.0021209139853823446 -0.00036990077582987402 0.0020714672054063833 -0.12240142484482618 0.085006317769440162 0.18412793370015834 -0.049744399017828476 -0.091522708730857397 -0.0078953026355330601 -0.18591760830745885 -0.030316348396966893 -0.1002013066982789 0.12334104997684288 0.15420700554779679 0.12366893350322031 0.1879936526627474 -0.098066259859840632 -0.071983333706337499 0.033123873503571516 0.11511021820059966 -0.10279603093873312 -0.05363974521094278 0.079373911608424635 -0.42147020474761598 0.061101031224830051 -0.13100533107556905 0.054722552755003366 -0.11424307106375203 -0.11961906474742906 -0.086706742801676784 0.013649244470241956 leaf_weight=1839.9525637287234 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0.0016607 -0.0253057 internal_weight=0 2049.3 1887.4 16.0516 13.9232 12.144 161.899 55.0779 24.7793 9.88435 30.2986 24.3698 18.6808 14.7622 11.1168 5.68897 3.64549 9.30809 7.79999 1.5081 106.821 11.2234 95.5979 16.6658 12.3757 8.59065 4.29002 6.89023 1871.35 31.4008 internal_count=86175 21297 17003 170 147 138 4294 1278 492 269 786 746 610 460 337 136 123 313 227 86 3016 212 2804 501 276 167 225 170 16833 218 is_linear=0 shrinkage=0.1 Tree=737 num_leaves=31 num_cat=0 split_feature=3 6 6 6 3 4 3 1 1 1 2 3 6 2 7 6 3 1 8 9 8 6 9 9 9 1 9 8 6 9 split_gain=0.302282 2.35329 2.52462 6.90486 4.16449 4.4878 3.20248 8.06822 9.77233 6.84148 5.9098 6.97778 3.77753 5.54014 5.71115 4.66798 4.50064 3.75517 3.22791 4.6486 3.9717 3.15473 3.81154 3.00931 4.48421 6.30201 3.98945 4.56576 3.89925 3.82989 threshold=406.54499816894537 62.096370697021491 52.848875045776374 52.576929092407234 563.16000366210949 0.034071499481797225 935.36001586914074 76.300849914550795 94.790111541748061 70.174999237060561 430.78500366210943 674.11999511718761 54.664556503295906 657.68499755859386 91.294353485107436 55.945426940917976 774.05999755859386 91.001350402832045 81.947250455000017 1.5271995663642886 75.194010195000018 57.735210418701179 1.2661221623420718 1.087821424007416 1.0448677539825442 103.16975021362306 1.303131699562073 72.910438015000011 54.098665237426765 1.0349020361900332 decision_type=10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 2 8 10 2 2 2 10 2 10 8 2 left_child=-1 2 3 -2 5 -5 7 9 17 21 11 -11 23 14 -14 -16 -17 -9 19 20 -15 22 -4 24 29 -26 -25 28 -28 -10 right_child=1 -3 6 4 -6 -7 -8 8 12 10 -12 -13 13 18 15 16 -18 -19 -20 -21 -22 -23 -24 26 25 -27 27 -29 -30 -31 leaf_value=-0.00036183908944950166 -0.00095983218499714768 -0.030916216521879192 0.006869935750045502 0.036078459889883861 -0.026831791588664201 -0.13874299689587724 -0.00029202446267457513 0.023502019272103016 -0.017421305509058942 0.04258404193937558 -0.091142381083292395 -0.13495053184731634 0.12411906335414354 -0.031991637603162766 -0.057548266155245789 0.051592974599020791 -0.069990160653602904 0.056519130670803101 -0.093351556336459571 0.053172244239126067 0.090374542288994775 -0.082035247735065181 0.13177912122562474 0.02676639049872357 -0.1483463217515959 -0.016783771308714539 0.17015217076475722 -0.0076761151914307409 -0.11405989845646664 0.084325936977293736 leaf_weight=6013.7921176977725 440.14604498057679 22.779076839013896 26.47335897701851 1.8513445864227813 38.378920794764781 7.0989194737849175 928.02263195102682 140.12802148849005 8.4750929058645834 8.8687237048197876 19.740327564562904 2.9503529584035268 4.7857558249452259 68.849057172530593 8.247662012632647 17.89533412727906 3.6687614070251575 45.675122267741244 6.3395495736622243 7.9832238054405016 2.7587707713246337 3.5033736205659798 2.6912815347313872 122.37703643869645 4.5714462585747269 17.887657986953855 2.5260598784698227 71.828334250079934 0.59675985445164759 6.5653276946395627 leaf_count=63309 7940 220 381 41 609 80 8244 1097 116 67 179 23 41 695 72 159 26 311 73 87 27 37 37 1312 27 129 88 640 50 58 internal_value=0 0.00104591 0.00140618 -0.00486255 -0.0411566 -0.102582 0.00339903 0.00905722 0.0130344 -0.0244528 -0.0576584 -0.00173327 0.00331737 -0.011074 0.0227144 0.00643564 0.0309077 0.0316185 -0.024678 -0.019208 -0.0272773 0.00762596 0.0183964 0.0107039 -0.0152642 -0.0435627 0.0156388 -0.00252984 0.11584 0.0269926 internal_weight=0 2043.66 2020.88 487.475 47.3292 8.95026 1533.41 605.386 541.159 64.2274 31.5594 11.8191 355.356 120.528 34.5975 29.8118 21.5641 185.803 85.9306 79.5911 71.6078 32.668 29.1646 234.828 37.4995 22.4591 197.328 74.9512 3.12282 15.0404 internal_count=86175 22866 22646 8670 730 121 13976 5732 5008 724 269 90 3600 1180 298 257 185 1408 882 809 722 455 418 2420 330 156 2090 778 138 174 is_linear=0 shrinkage=0.1 Tree=738 num_leaves=31 num_cat=0 split_feature=0 0 5 1 9 4 2 1 3 9 8 5 0 5 6 0 1 4 2 8 4 3 5 2 1 9 9 9 0 8 split_gain=0.2967 3.33407 3.31998 3.12916 2.46775 2.27181 5.68436 2.91209 2.65966 2.78767 3.67112 2.76394 2.5123 2.23459 4.00922 2.10886 3.56864 3.75886 4.98496 2.93504 2.77563 4.50798 2.74056 2.21098 4.7076 6.94695 13.0431 10.9476 9.63806 9.37154 threshold=0.25002999603748327 0.23959012329578402 2.7374449968338017 162.71350097656253 1.1442847251892092 0.033004999160766609 2183.329956054688 82.310581207275405 674.11999511718761 1.0727607607841494 64.295733035000012 2.7200067043304448 0.30999997258186346 2.6099965572357182 52.107950210571296 0.25704999268054968 82.310581207275405 0.10809033364057542 700.32751464843761 66.212967135000014 0.12600333243608478 37.044269561767585 2.7229099273681645 803.02801513671886 87.930801391601577 1.2161991596221926 1.1861543059349062 1.2342023253440859 0.35939337313175207 76.526457160000021 decision_type=8 8 10 8 2 8 8 10 10 2 10 8 8 10 10 8 10 10 10 10 8 10 10 8 10 2 2 2 8 10 left_child=1 -1 3 -3 -5 6 8 -8 9 -2 -11 13 -9 -12 -15 16 -7 18 -18 22 -19 -22 -20 -17 25 26 -25 -27 -28 -30 right_child=5 2 -4 4 -6 15 7 12 -10 10 11 -13 -14 14 -16 23 17 20 19 -21 21 -23 -24 24 -26 27 28 -29 29 -31 leaf_value=3.8890232927210765e-05 0.12322584821089207 0.021743785241706146 -0.047592092351168735 0.0044865133459083325 -0.13476297547519331 -0.096330151241692849 -0.15726396622997238 0.031743946852879443 -0.053565129090518707 -0.066175950813104997 0.069995617101960825 0.1229880326688374 -0.011759621177311226 0.067576955243475026 -0.060750639250781974 0.0010640940601639298 -0.089175348117457226 0.086919467703270081 0.013364294680233528 0.11338618443073659 -0.085122026483919366 0.050948841191084442 -0.12395967729746366 0.0035207488210564383 -0.0080876912684739542 -0.096206339804702889 -0.063546786874301209 -0.0048093853264900548 0.089190821939225576 -0.019783976986280871 leaf_weight=3659.6376193238289 4.9654699203768464 135.87764046954157 7.9457171281467245 2.8511967938393346 2.2987302838591859 5.7718321736905969 1.1984298028496585 18.19217983605995 2.4618592627384706 2.8245856925586876 10.519340336136969 4.7232106538613143 49.108160279767844 4.8772770979703619 4.8609712897086865 2579.7538020725324 10.177919683861548 5.0321376873180252 6.4011725353557249 2.1472318080377581 4.082116693723945 6.033132115524495 1.8801192078676647 299.14336993116126 944.74228075600013 14.002854951817396 6.1238604605314322 204.52417432432347 42.677149292081594 9.681746165850198 leaf_count=39331 48 1517 193 25 24 48 58 414 146 102 285 121 950 109 225 25671 138 35 86 26 23 50 45 3018 9409 322 76 3159 364 157 internal_value=0 0.000635842 0.0153004 0.0188439 -0.0576691 -0.000579812 0.0140372 -0.00275146 0.0466775 0.0542081 0.0418829 0.0541012 -2.6326e-08 0.0380397 0.00352059 -0.000945863 -0.023368 -0.0115896 -0.0393889 0.00920117 0.0262285 -0.00396401 -0.0178127 -0.000718803 -0.00374297 0.00338126 0.0119648 -0.010666 0.0551567 0.0690402 internal_weight=0 3808.61 148.973 141.028 5.14993 4245.91 103.731 68.4988 35.2327 32.7709 27.8054 24.9808 67.3003 20.2576 9.73825 4142.17 41.5257 35.7538 20.6064 10.4285 15.1474 10.1152 8.28129 4100.65 1520.9 576.153 357.626 218.527 58.4828 52.3589 internal_count=86175 41090 1759 1566 49 45085 2458 1422 1036 890 842 740 1364 619 334 42627 451 403 295 157 108 73 131 42176 16505 7096 3615 3481 597 521 is_linear=0 shrinkage=0.1 Tree=739 num_leaves=31 num_cat=0 split_feature=3 3 8 7 6 0 7 1 1 5 8 5 0 0 4 0 1 2 3 8 3 2 8 2 0 4 0 0 9 1 split_gain=0.312066 3.63746 6.24618 4.6488 3.99957 3.87823 3.37152 2.97603 3.64612 3.19069 4.82194 2.93565 2.9241 2.65145 2.52128 3.25959 3.51344 3.51297 2.96092 2.79225 2.49698 3.16622 2.92203 2.48967 2.32389 2.30335 2.29839 2.1543 3.46044 6.58225 threshold=634.71594238281261 748.47998046875011 77.859354915000011 87.55328750610353 53.588890075683601 0.080014999955892577 93.060775756835952 119.45774841308595 105.36164855957033 2.709710001945496 63.039514395000005 2.5699650049209599 0.16701000928878787 0.16701000928878787 0.049823999404907234 0.18998345732688907 87.080352783203139 3871.658325195313 674.11999511718761 83.823592210000001 723.62567138671886 515.77999877929699 74.402906950000002 3321.141479492188 0.3335500061511994 0.079994998872280135 0.29804000258445745 0.11000006645917894 1.1392991542816164 139.81220245361331 decision_type=10 10 10 8 10 8 10 8 10 10 10 10 8 10 10 10 10 8 8 10 8 10 10 10 8 10 10 8 2 10 left_child=-1 2 4 -4 7 -5 11 8 9 10 24 -6 -9 -10 15 17 -17 -7 -16 -20 21 -8 -23 -13 -2 -22 -14 28 29 -3 right_child=1 27 3 5 6 14 20 12 13 -11 -12 23 26 -15 18 16 -18 -19 19 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00030822969166704366 -0.18320738685378965 0.03912823222993652 -0.081908611617636642 -0.038782933198955871 -0.034437552090708659 0.059422116896092572 0.04254830513742127 -0.1050433736107937 0.085551083476808301 0.068868785404265845 -0.015550242645894469 0.064296770514594301 0.046909478211714276 -0.01275281145149772 0.070080149251085772 0.081811571486701817 -0.12486605649829126 0.14386190700150178 0.028925241476057358 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-0.00156743 0.0445019 0.0214594 -0.0209477 -0.00687495 -0.027556 -0.0404391 0.0691797 -0.064403 0.0410851 0.0517639 0.0634299 -0.0318576 0.0710764 0.0151205 -0.0227054 0.00420969 -0.0112821 -0.0364869 0.0952329 -0.125947 0.0577871 -0.00396365 -0.000351848 0.00478661 0.0248621 internal_weight=0 1553.39 156.793 67.17 89.6233 64.1225 40.9583 48.665 36.7604 25.6848 22.6575 10.8745 11.9046 11.0756 58.9797 44.737 3.32329 41.4137 14.2427 8.43639 30.0838 23.3362 15.8941 8.68963 5.10812 6.74759 4.7864 1396.59 515.024 73.5928 internal_count=86175 17553 1660 667 993 622 388 605 384 242 184 124 221 142 534 391 78 313 143 84 264 207 143 89 44 57 119 15893 6241 1168 is_linear=0 shrinkage=0.1 Tree=740 num_leaves=31 num_cat=0 split_feature=9 7 9 8 8 6 6 0 3 4 7 8 2 9 9 7 3 9 3 9 2 3 2 9 9 1 6 8 4 8 split_gain=0.279197 1.63864 5.90873 7.58328 5.33737 5.14728 4.93469 6.15664 4.15812 4.58429 4.83736 3.56226 3.46611 5.58314 6.19475 6.76409 4.2636 4.32179 4.34639 4.23829 5.46811 4.34181 3.44727 3.1659 3.16356 3.07661 3.30046 6.18228 3.97822 3.87894 threshold=1.3680611252784731 95.183742523193374 1.4029334783554079 73.869909720000024 74.493741635000021 58.295309066772468 58.474561691284187 0.14911996573209765 313.04499816894537 0.090002503246068968 97.345504760742202 72.315607970000016 1115.8455200195315 1.406809985637665 1.4462668895721438 94.765163421630874 7.1803932189941415 1.3951563835144045 3490.775024414063 1.4711266160011294 43.501779556274421 1212.7578125000002 1076.699157714844 1.539929270744324 1.5900974869728091 105.6864471435547 60.300041198730476 75.01961497500001 0.10998599976301195 74.879702425000019 decision_type=2 10 2 10 10 10 8 10 10 8 10 10 8 2 2 10 10 2 10 2 8 10 8 2 2 10 10 10 10 10 left_child=-1 12 6 11 5 8 7 -3 -5 23 -11 -4 13 16 15 -15 -2 22 -19 20 -16 -22 -18 -10 -13 26 29 -28 -29 -6 right_child=1 2 3 4 25 -7 -8 -9 9 10 -12 24 -14 14 19 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.00023472526775881301 -0.095133257019134415 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2.26609841876052 80.18960989652976 11.438328118495518 0.98969934389606429 3.0804207399487487 5.1498817834071806 7.2802820241777217 84.981332139452206 23.620756383985281 4.6921679311781181 10.500471084364106 62.52429212052084 leaf_count=68212 39 195 1050 275 285 337 133 236 181 22 36 187 8015 779 9 24 882 213 21 1788 268 287 23 55 114 1283 149 88 125 864 internal_value=0 0.00149948 -0.00384595 0.000183053 -0.00511399 -0.0276036 -0.0431143 -0.018402 -0.0484346 -0.0246381 0.0483484 0.0424487 0.00436222 0.0144402 0.000672059 -0.035111 0.0321377 0.0354791 0.0706485 0.0141053 0.0659225 0.0846872 0.0229007 -0.0465258 0.0481905 0.00277078 -0.00645356 0.0182642 -0.0314997 -0.0161379 internal_weight=0 1070.83 373.468 338.716 300.993 78.1336 34.7528 24.3012 47.1056 28.6965 6.62036 37.7226 697.358 229.134 128.874 35.1753 100.26 97.6955 25.7362 93.6988 13.5092 12.428 71.9592 22.0761 36.4501 222.859 137.878 38.8134 15.1926 99.0646 internal_count=86175 17963 5615 5051 3700 906 564 431 569 294 58 1351 12348 4333 3155 803 1178 1139 234 2352 564 555 905 236 301 2794 1511 362 213 1149 is_linear=0 shrinkage=0.1 Tree=741 num_leaves=31 num_cat=0 split_feature=6 4 1 3 1 4 7 9 1 5 3 7 9 9 8 1 8 8 4 2 9 3 5 5 7 3 3 7 7 3 split_gain=0.316379 1.49607 2.5037 1.54196 1.52373 1.43139 2.75212 1.47127 1.84437 1.39965 1.36825 1.57173 1.2997 5.35573 2.8522 3.06554 2.89639 3.99989 2.68466 4.2278 2.62841 4.13343 2.49326 2.47758 2.65473 2.47427 4.25178 2.69414 2.79721 3.30255 threshold=59.754011154174812 0.053801501169800765 82.310581207275405 31.272417068481449 85.923751831054702 0.041295999661087997 95.87570953369142 1.2833399772644045 157.25249481201175 2.5799700021743779 5455.2058105468759 103.0540237426758 1.2526250481605532 1.2577676177024844 73.557281720000006 152.39299774169925 71.361888165000025 70.628452205000016 0.11999666318297388 165.91275024414065 1.1861543059349062 139.89246368408206 2.2695000171661381 2.4400500059127812 113.63326644897462 346.44999694824224 1047.414978027344 94.70849990844728 96.35712051391603 43.264999389648445 decision_type=10 10 10 10 10 10 8 2 8 10 10 10 2 2 10 8 8 8 10 8 2 8 10 10 10 10 10 8 8 10 left_child=-1 2 -2 -4 -5 6 -6 8 -7 -8 12 -12 14 -14 16 18 17 25 20 23 21 -16 -15 -20 -25 27 -27 -3 -29 -30 right_child=1 10 3 4 5 7 9 -9 -10 -11 11 -13 13 22 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 28 29 -31 leaf_value=0.00014794474292711548 -0.076685647306734966 -0.070585359763996589 0.112790555039972 0.10944593705974803 0.03954560911192468 0.090401440944291256 0.024574429165293444 -0.017483289784429454 -0.011759609301169264 -0.095832224209978958 -0.062184794340433419 0.02509176382986758 -0.10151400867041729 0.11633971227851531 0.11479307502578524 -0.088464105150207806 -0.08486019626601625 0.091570768323804813 -0.021004654490616361 -0.065526247828640652 0.1222301870468101 -0.0079173730441029141 -0.0079994859765028219 0.093491557152172791 0.00074718874213699365 0.082976961469545377 -0.0085448570576206351 0.054800316817694608 0.0016406729929558887 -0.028014320688663864 leaf_weight=7591.4506063749641 2.4606241762814447 6.5556603651493779 2.0188975255587165 1.8295319033786679 4.9741036612540492 5.9817321160808179 1.2962362735997892 3.4176721964213348 2.5081357173621663 3.7828842998715118 7.8981775753200036 2.7930832538404502 6.1985580734908572 1.6308299689990224 4.2646820573136219 2.2813067268580189 4.2956363558769217 4.4796169511973849 5.9515501258429202 5.7540045041823751 4.9850936043076208 7.7035278938710698 145.02580038159522 7.83660384750692 5.0916089504025877 8.5349618256148023 12.524951968953244 7.4193761050701132 116.58499695964406 55.398431952194926 leaf_count=81137 25 44 50 22 40 55 25 46 23 57 65 34 41 21 35 21 22 30 114 52 73 54 1817 77 48 100 105 57 1385 500 internal_value=0 -0.00257683 0.0196959 0.0288848 0.0217644 0.0144597 -0.0133255 0.037918 0.0602203 -0.0651034 -0.00406462 -0.0393839 -0.00314924 -0.0104651 0.00115737 0.0244024 -0.00356807 -0.00191698 0.0305938 0.00951589 0.0612207 0.0358086 -0.00661683 0.0323866 0.0569654 -0.00393994 0.0285462 -0.00761902 -0.00531813 -0.00791164 internal_weight=0 451.478 28.2698 25.8092 23.7903 21.9608 10.0532 11.9075 8.48987 5.07912 423.208 10.6913 412.517 152.855 259.662 43.8684 215.794 211.498 41.5871 24.6338 16.9533 11.9682 146.657 18.8798 12.9282 207.018 21.0599 185.958 179.403 171.983 internal_count=86175 5038 343 318 268 246 122 124 78 82 4695 99 4596 1879 2717 474 2243 2221 453 291 162 89 1838 239 125 2191 205 1986 1942 1885 is_linear=0 shrinkage=0.1 Tree=742 num_leaves=31 num_cat=0 split_feature=9 9 8 6 3 8 6 3 6 3 4 9 3 0 6 7 3 4 7 8 2 6 2 3 9 8 6 7 4 2 split_gain=0.277061 2.34054 6.31822 5.72682 9.49192 12.208 5.46159 4.69049 4.47691 4.34737 4.77969 4.21343 6.19051 10.526 8.84258 7.30357 6.78128 6.63004 6.37853 5.85084 4.40686 6.13017 4.95941 5.95939 4.28241 13.6169 8.15835 6.19352 10.8589 5.30623 threshold=1.1326038241386416 1.1426048278808596 48.197255490000011 54.904756546020515 42.179998397827156 83.723137205000015 51.14306831359864 1530.5406494140627 57.514093399047859 26.082884788513187 0.15847999602556231 1.1477001309394839 124.37325286865236 0.28000500798225408 51.968187332153327 94.765163421630874 31.272417068481449 0.041685000061988838 95.183742523193374 68.163682825000009 390.20500183105474 54.704156875610359 150.269401550293 1.4608800411224367 1.1510209441185 83.074457065000004 55.096605300903327 95.482738494873061 0.05711800046265126 219.33060455322268 decision_type=2 2 10 8 10 10 10 10 10 10 8 2 10 10 8 10 10 8 10 8 10 8 8 10 2 10 10 10 10 10 left_child=-1 3 -3 6 8 7 -2 -6 -5 -8 -11 12 14 17 -4 20 -17 18 -14 -18 21 -16 23 -23 25 26 27 28 -13 -27 right_child=1 2 11 4 5 -7 9 -9 -10 10 -12 24 13 -15 15 16 19 -19 -20 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=0.0007491795292568792 -0.028977874969305137 -0.10358667073787067 0.10372866110640003 -0.00090202727913939781 -0.080975850972098251 0.10819587307996077 0.066585375276953476 -0.013235424298716457 0.12667772075693809 0.012705996806842507 -0.12745876116519342 -0.064349441364127541 -0.069149808140293922 -0.10875140930955805 -0.11252923321805759 0.099113820288278129 -0.098710706670305806 0.073995938817813842 0.062205867844556388 0.062749769739837855 -0.083385301051860497 0.081960349533596599 0.099058172435087966 -0.067851668808887822 5.2187835198784732e-05 -0.013773731760635559 0.03997411099699312 -0.11090933760750857 0.067198265592372228 -0.13887054480995262 leaf_weight=3039.3812312597374 34.464105989784002 5.8797779594697195 6.8179876073263577 42.94035045216151 43.786104794315179 4.3731739008799186 15.242861555598209 13.334591036662458 2.9387592492421382 67.822150069288909 2.523406706750392 15.277988214511426 7.4745745994150639 4.3284233212470999 4.8643838912248638 8.6608134433627146 4.8965459764003727 40.70137283205986 7.3142656981945038 4.1434846259653577 15.279528634622691 3.9148080646991756 4.9514385191723695 8.2528985822573286 4568.595404755355 4.7252287743613151 26.502312721684575 8.0127819627523404 10.648905977606772 12.006014986429362 leaf_count=27189 305 2919 81 409 451 33 133 88 23 572 20 159 56 48 32 51 23 240 38 25 149 18 55 45 52594 36 157 49 67 110 internal_value=0 -0.000461447 1.07861e-05 -0.0103728 -0.0271521 -0.0528337 0.00463441 -0.0651621 0.00727002 0.0181692 0.00767806 0.000138557 0.0185141 0.0414443 -0.00368747 -0.0170119 0.0358778 0.05316 -0.00418391 -0.0247055 -0.0421358 -0.0134655 0.0146834 -0.0196515 -0.000342412 -0.0237024 -0.001602 -0.0340673 -0.0103191 -0.103541 internal_weight=0 5000.67 4773.25 227.426 107.373 61.4939 120.053 57.1207 45.8791 85.5884 70.3456 4767.37 121.601 59.8186 61.7819 54.9639 17.7008 55.4902 14.7888 9.04003 37.2631 21.9835 17.1191 12.1677 4645.77 77.1732 60.442 33.9397 25.9269 16.7312 internal_count=86175 58986 56952 2034 1004 572 1030 539 432 725 592 54033 861 382 479 398 99 334 94 48 299 150 118 63 53172 578 432 275 226 146 is_linear=0 shrinkage=0.1 Tree=743 num_leaves=31 num_cat=0 split_feature=0 5 5 0 8 5 0 7 6 2 7 7 6 0 1 9 5 6 2 5 6 1 4 2 1 8 9 9 5 4 split_gain=0.288519 1.71759 1.92674 1.07265 1.96958 3.28137 2.46338 2.3745 3.52321 2.83038 2.24999 1.73243 2.1493 2.30951 2.30625 1.81689 1.27737 0.999846 1.84778 1.57727 1.56158 2.05407 3.79745 3.37062 1.8842 1.1587 1.69245 1.38572 1.40695 1.14459 threshold=0.86050000786781322 2.5600099563598637 2.7300167083740239 0.74005001783370983 40.321323380000003 2.6954250335693364 0.78017500042915355 91.41662979125978 54.354694366455085 977.59631347656261 97.732166290283217 99.70434951782228 60.024389266967781 0.83009999990463268 60.010013580322273 1.1010892987251284 2.6378600597381596 54.950485229492195 364.11500549316412 2.5360499620437627 54.507638931274421 100.33264923095705 0.11999666318297388 119.61317062377931 66.378250122070327 87.321885330000015 1.1560110449790957 1.2161991596221926 2.4305000305175786 0.18999666720628741 decision_type=10 10 8 10 8 10 10 8 8 8 8 8 8 10 10 2 10 10 8 8 10 10 10 10 10 8 2 2 10 8 left_child=3 17 -3 -1 -5 7 -7 -6 16 10 -10 -12 13 14 -13 -16 -9 20 19 29 21 22 23 -2 -25 26 -23 -28 -29 -19 right_child=1 2 -4 4 5 6 -8 8 9 -11 11 12 -14 -15 15 -17 -18 18 -20 -21 -22 25 -24 24 -26 -27 27 28 -30 -31 leaf_value=-3.7406995192826612e-05 0.091071061597424119 -0.069765743273315931 0.040636285187433029 0.083317236466030412 0.079665672722171732 -0.0014551155931683767 -0.13711772623506688 -0.089736282335142581 -0.06937241070370713 0.12360670267085978 0.13667759870728025 0.096185529163419978 0.072345804344739736 0.06802476923544834 0.020594059519618263 -0.11858847088789813 0.040337968672995675 -0.028126067152469198 -0.083994596004096742 0.10502094175152897 0.10613611256216593 0.086636714537799156 0.08684708155682945 -0.028808038289995144 -0.1542490804827735 -0.034029887424563462 -0.10824609468830247 -0.11700301231326185 0.073518166596003742 0.024461198213773822 leaf_weight=7941.2721417532421 1.0762389946175455 7.3851451492691895 2.0112815497050187 3.9680433264002195 5.7585711688443579 2.9646778478563638 2.4401364223340352 4.1364534939621107 2.795171066070913 2.6570255987389819 1.3488151263882144 0.90283935645129432 4.5132603194215344 2.3812075160676613 1.3150841518654486 3.2701076978410129 0.92354037545737799 11.69248957339278 3.1934994509138042 1.2879755441099394 1.7920330843517138 5.4822449182356614 2.0909229353110277 1.996124187717214 2.9926188549834478 1.8820743743654027 0.91784956728224676 0.48309122507953395 1.9610662666468668 6.4068456793339168 leaf_count=83912 24 262 38 47 73 32 26 99 32 44 17 29 95 46 19 82 27 356 128 29 30 73 37 22 53 35 46 93 93 276 internal_value=0 -0.00738271 -0.0461345 4.42277e-05 0.0165086 0.00902135 -0.0627033 0.0219424 0.00823138 0.02781 0.0124084 0.0290559 0.0173327 -0.014219 -0.0499039 -0.0786694 -0.0659954 0.00103545 -0.0135122 -0.00190229 0.0169247 0.00845799 -0.0293663 -0.0694312 -0.104057 0.0372182 0.0523799 -0.00348089 0.0358614 -0.0095111 internal_weight=0 52.6515 9.39643 7980.65 39.3749 35.4069 5.40481 30.0021 24.2435 19.1835 16.5265 13.7313 12.3825 7.86924 5.48803 4.58519 5.05999 43.2551 22.5808 19.3873 20.6743 18.8822 8.1559 6.06498 4.98874 10.7263 8.84425 3.36201 2.44416 18.0993 internal_count=86175 1595 300 84580 668 621 58 563 490 364 320 288 271 176 130 101 126 1295 789 661 506 476 136 99 75 340 305 232 186 632 is_linear=0 shrinkage=0.1 Tree=744 num_leaves=31 num_cat=0 split_feature=9 7 0 0 3 1 1 1 3 2 1 4 2 8 0 5 1 9 1 8 1 5 7 6 0 7 7 2 2 7 split_gain=0.288422 1.03275 1.73025 1.64423 1.70606 1.44638 1.39781 1.2524 2.41132 1.21105 1.19802 1.58661 2.65725 2.76562 2.30355 1.07587 1.78195 1.36791 1.32661 1.05116 1.09478 2.48517 1.00028 0.901792 0.816377 2.19385 2.01952 1.18938 0.980377 2.16556 threshold=1.0083022713661196 94.363582611083999 0.16223328560590747 0.23959012329578402 248.45815277099612 123.78184890747072 127.39005661010744 133.79336547851565 12.087590217590334 134.70010375976565 83.230804443359389 0.11000333353877069 119.61317062377931 41.920930845000008 0.36834999918937689 2.5729150772094731 101.59129714965822 1.0066126585006716 83.230804443359389 41.376632000000008 108.84904861450197 2.5673632621765141 110.93072891235353 52.342802047729499 0.39534999430179601 97.497509002685561 99.606616973876967 223.53499603271487 162.0385437011719 100.38489151000978 decision_type=2 8 8 10 10 8 10 10 10 10 8 8 8 10 10 10 10 2 10 10 10 10 8 10 10 8 8 10 8 8 left_child=1 3 15 5 9 -1 10 -7 -9 -5 24 19 13 -13 -15 16 -3 18 -17 20 21 -12 -8 -16 25 -4 -26 28 -27 -30 right_child=-2 2 6 4 -6 7 22 8 -10 -11 11 12 -14 14 23 17 -18 -19 -20 -21 -22 -23 -24 -25 26 27 -28 -29 29 -31 leaf_value=0.10700600447909991 5.9813413730482875e-05 -0.079922248990816985 -0.090929990365711505 -0.045163222840224754 -0.11328885840431729 -0.032835587580026158 0.015820868769734327 -0.013707735191928772 0.13809567165448752 0.056023692308362565 0.068746027819554953 -0.094389818853581164 -0.092359839726852133 0.074809803309181688 0.017722684975278801 0.074640013382830384 0.075581989842312139 -0.13102882543147282 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-0.0104452 0.0176011 -0.0221427 0.0436486 -0.00488525 0.0198551 0.0539319 0.00762417 -0.00964434 -0.0254253 -0.0446325 -0.0108653 0.0234248 -0.0515348 -0.00195597 -0.0755748 -0.0349969 0.00546743 0.0226633 -0.00969813 0.039143 -0.0420593 0.00296564 -0.00254328 0.0472503 0.0057968 -0.000621259 -0.0690449 internal_weight=0 91.6197 75.7369 15.8827 6.28817 9.59458 66.7102 6.97511 4.23573 4.74012 60.2028 26.7394 16.4881 9.65628 6.8458 9.02668 2.94763 6.07905 3.51037 10.2513 7.95674 4.51796 6.50743 3.00996 33.4634 29.7612 3.70223 27.1951 24.8542 1.9313 internal_count=86175 1700 1507 193 94 99 1356 76 50 71 1242 502 403 199 69 151 63 88 72 99 69 45 114 40 740 479 261 462 399 113 is_linear=0 shrinkage=0.1 Tree=745 num_leaves=31 num_cat=0 split_feature=6 2 2 4 0 1 4 1 9 9 9 9 8 8 0 1 9 7 4 6 3 5 5 7 5 3 7 3 9 3 split_gain=0.273927 1.31476 2.05881 1.57757 2.24531 2.42103 1.43555 1.23156 1.25683 2.5883 2.26031 3.34876 2.41834 3.95054 3.9177 2.44579 2.84265 2.44048 2.38524 2.34518 2.2721 2.16262 2.05872 2.83983 1.91501 2.04798 3.04531 3.64209 3.03792 4.64584 threshold=59.754011154174812 15114.193359375002 28346.709960937504 0.053801501169800765 0.29004999995231634 82.310581207275405 0.12861499935388568 197.17499542236331 1.2459819912910464 1.2442238926887514 1.2577676177024844 1.2526250481605532 75.01961497500001 74.941262460000019 0.28976640105247503 81.391963958740249 1.6643133759498598 110.93072891235353 0.099994499236345305 62.784885406494148 12.562700271606447 2.2695000171661381 2.6100032329559331 102.89816665649415 2.310500025749207 288.44999694824224 103.77054595947267 126.61664962768556 1.4775379896163943 13.431650161743166 decision_type=10 8 8 10 10 10 10 10 2 2 2 2 8 8 10 10 2 10 10 10 8 10 8 8 10 10 10 10 2 10 left_child=-1 3 -3 4 5 -2 -4 8 9 -5 11 20 13 21 17 -16 18 22 -17 -18 -10 -12 -14 -24 -23 26 27 -26 29 -28 right_child=1 2 6 7 -6 -7 -8 -9 10 -11 12 -13 14 -15 15 16 19 -19 -20 -21 -22 24 23 -25 25 -27 28 -29 -30 -31 leaf_value=0.00013777293688228777 -0.096493023944678361 -0.1672691882637673 -0.096426532451750091 0.00071091997958596526 0.10809792398577361 0.021189128396397777 0.070675892244521102 -0.057187543960897737 -0.11994245948148868 0.11859361181760285 0.11431568790632006 -0.099260057478338562 -0.095972939218219311 0.073062852520593566 -0.11416106298034848 -0.054057711716766689 -0.10078326907167708 0.049658176452584593 0.055883867762979073 0.01982194402263868 0.018636949119264317 -0.13829608087014786 0.12727848817425921 -0.11561695896015994 0.0046841352829977969 -0.022213618838991266 0.036077612814565077 0.070653164804089549 0.01145683962248365 -0.10411416875328582 leaf_weight=7581.2697617579506 1.8979753033488638 1.2373578258557238 0.93291469244286451 246.24764925474597 2.698579233896452 22.145029360890476 1.1452002048608845 4.2212403528392306 1.4219558723270864 1.8767706416547287 1.5340660567362636 6.7007566196843973 11.835800278233361 7.1852715462446204 1.7430558177220543 2.4113507264410172 3.477526254951953 1.6134811864176288 10.864504277909871 3.0059361532330513 7.0440276921726772 1.0713141911437549 1.0435117930173878 0.89347502449527394 29.605899793330536 38.428576464775688 3.4429529356648363 11.666923223341653 12.84244339421093 7.5419982701278059 leaf_count=81137 21 19 17 2595 63 240 25 34 18 22 16 45 195 46 100 49 25 39 135 20 64 11 9 45 480 317 62 107 130 89 internal_value=0 -0.00240758 -0.0651465 -0.00193957 0.0216069 0.0118992 -0.00434032 -0.00344697 -0.00289836 0.00160256 -0.00965143 -0.0464431 -0.00593651 0.00130295 -0.0281757 -0.000608475 0.0094085 -0.0667009 0.0359147 -0.0448669 -0.004639 -0.00355519 -0.0803324 0.015238 -0.00528388 -0.00390748 0.00689862 0.0233321 -0.0215668 -0.0601746 internal_weight=0 447.778 3.31547 444.462 26.7416 24.043 2.07811 417.72 413.499 248.124 165.375 15.1667 150.208 113.319 36.8886 21.5024 19.7593 15.3863 13.2759 6.48346 8.46598 106.134 13.7728 1.93699 104.6 103.529 65.1002 41.2728 23.8274 10.985 internal_count=86175 5038 61 4977 324 261 42 4653 4619 2617 2002 127 1875 1258 617 329 229 288 184 45 82 1212 249 54 1196 1185 868 587 281 151 is_linear=0 shrinkage=0.1 Tree=746 num_leaves=31 num_cat=0 split_feature=7 5 1 0 5 5 1 0 1 7 1 1 4 4 3 4 3 6 9 3 3 5 1 2 7 6 8 0 1 5 split_gain=0.281495 1.92149 1.6273 1.0354 1.40993 2.94097 1.57987 2.28174 1.53712 2.80998 1.51721 1.45026 1.80413 5.28159 1.16563 1.95881 1.47398 0.990968 1.23025 1.05546 0.951214 0.923759 0.914507 0.814051 0.593652 2.12795 4.1685 2.75853 2.06403 2.8951 threshold=112.07624816894533 2.6312500238418584 35.254999160766609 0.46015000343322759 2.5399399995803837 2.4801000356674199 73.662002563476577 0.1998868137598038 99.102649688720717 115.70485687255861 54.73500061035157 119.12260055541994 0.11695516481995584 0.14999667555093768 26.961949348449711 0.15847999602556231 1.4608800411224367 65.634479522705092 1.1459585428237917 13.005650043487551 22.061336517333988 2.3302499055862431 102.54955291748048 94.713497161865249 108.62688064575197 58.767860412597663 57.044835510000006 0.32999996840953832 68.160701751708999 2.6099965572357182 decision_type=10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 2 10 10 10 10 10 10 8 10 10 8 10 left_child=24 2 -2 4 5 8 -7 -8 9 -4 -6 12 -12 -14 15 22 -17 18 -3 -20 -9 -18 -5 -15 -1 26 28 -27 -26 -30 right_child=1 17 3 14 10 6 7 20 -10 -11 11 -13 13 23 -16 16 21 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=-3.8492325216823174e-05 -0.14569967945550036 -0.010788583203806252 0.083121621683053537 -0.012522619393880273 -0.061595941253020405 0.024845513497553519 0.0039185085849040785 -0.055222246019675528 0.096871482260971892 -0.064433123039986787 0.12530208757519809 -0.028526248690373613 -0.12031652897611869 0.023217031350116907 -0.10242301588525674 -0.088975276957100627 -0.028297620703175066 0.09461514869967852 -0.015646965217755649 -0.1192693045604723 -0.15027981409260047 0.093321912967615758 -0.12190340647479121 0.10433446037096428 0.066263951628575915 -0.022522489143552246 0.066044101672769043 0.032102966701227503 0.016837333751688787 -0.094574810611441004 leaf_weight=7906.9609216295303 0.7386059197888234 3.2379070995957555 2.4572823247872346 1.4629627884960412 1.4390379904943955 2.4881200569216144 2.7392665036022663 1.750634624622762 2.8697113732341677 2.718339002225548 3.1475420894566906 2.1385864543262878 1.6948881977295966 1.7673250301741061 1.6345357738609889 0.7740155385363322 0.82380815621581893 0.4454227884452856 1.3645472160169445 3.5150210979263647 2.6404986931011081 2.5817555243265815 1.600721206820708 4.1240432048216462 2.5786696933214452 28.472874520528421 15.114092166728822 13.689239974245536 5.0368367051705718 4.3438524794764817 leaf_count=84335 12 36 30 32 20 29 17 20 34 28 27 33 22 29 58 25 19 285 21 86 23 60 38 36 22 305 212 194 50 37 internal_value=0 -0.00747297 0.00140821 0.00406786 0.0124564 -0.00644479 -0.043763 -0.0677036 0.0381706 0.00562294 0.0357852 0.0466717 0.0616541 0.0352465 -0.0261454 -0.00893233 0.0355907 -0.0506106 -0.0585795 -0.0902918 -0.112383 0.0639021 -0.0696722 0.0800004 4.22363e-05 0.00926175 0.0311396 -0.00478664 -0.0129722 -0.0347535 internal_weight=0 50.1546 41.5917 40.8531 31.9753 17.6639 9.61852 7.1304 8.04533 5.17562 14.3114 12.8724 10.7338 7.58626 8.8778 7.24326 4.17958 8.5629 8.11748 4.87957 4.39113 3.40556 3.06368 5.89137 7976.2 69.2356 27.0735 42.1621 11.9594 9.38069 internal_count=86175 1020 592 580 348 181 89 60 92 58 167 147 114 87 232 174 104 428 143 107 43 79 70 65 85155 820 321 499 109 87 is_linear=0 shrinkage=0.1 Tree=747 num_leaves=31 num_cat=0 split_feature=1 1 2 2 2 3 9 8 2 6 8 9 9 2 8 4 8 0 1 8 5 7 8 7 7 6 3 9 9 3 split_gain=0.272558 1.65717 1.59451 2.49699 2.27483 1.85478 1.94606 1.65349 1.63113 1.58801 1.54211 1.42118 6.97448 9.76653 4.33136 3.51471 3.45617 8.71613 7.65379 3.23827 4.25816 3.98338 6.10399 4.49172 3.2299 3.90512 5.81404 3.04601 7.62161 2.93789 threshold=71.956893920898452 72.400451660156264 328.73005676269537 507.34075927734381 700.32751464843761 57.305452346801765 1.1326038241386416 70.628452205000016 292.52249145507818 60.024389266967781 74.151832615000018 1.1392991542816164 1.1243017911911013 154.21499633789065 83.598192555000011 0.12001499906182291 73.722831840000012 0.370049998164177 68.712821960449233 73.93013833000002 2.559956550598145 99.309829711914077 86.805891860000017 100.03244400024415 101.54062652587892 58.975288391113288 44.471200942993171 1.1493571400642397 1.1510209441185 325.70500183105474 decision_type=10 8 10 10 10 10 2 10 10 8 10 2 2 10 10 8 8 8 8 10 10 8 8 8 10 8 8 2 2 10 left_child=11 2 8 -4 -5 7 -7 -6 9 -2 -9 12 -1 14 -14 -15 17 -13 27 20 24 22 29 -23 25 -18 -27 -19 -29 -21 right_child=1 -3 3 4 5 6 -8 10 -10 -11 -12 16 13 15 -16 -17 19 18 -20 21 -22 23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0013127228361191749 -0.048808868046804482 9.4688870836448388e-05 0.11116553756705966 -0.043820004647038946 0.060873744219638287 0.14790492847741116 0.03925854191836859 -0.14681752993779509 -0.099032618144592993 0.041212702379367631 0.0010154285912853064 -0.0040817705300785724 -0.029385522339763593 -0.00079457829155287754 0.12119104571000466 -0.090405373883973406 -0.12333653121118454 0.10183123751030668 -0.0032655943140139222 0.018810236396824082 -0.12718663644117409 -0.090325719336002516 -0.098576039552830119 -0.0066793357292620429 0.13090772797219716 0.12963420533234407 -0.13583290516250851 -0.11548183721143238 0.054906338349771537 0.079734628781085545 leaf_weight=238.02560265750321 3.0720784568975441 7154.2090501464854 3.9024094342603375 3.9687847311142859 2.463080764282493 2.4737861267640255 4.9426033689524047 1.0590705322101714 1.6877051768824447 5.4111525358675872 2.1143198413774371 165.75120376700943 3.5180289682466528 5.3485434930771598 4.1802718252874911 24.093920795363374 2.960496711079001 11.684872834244741 34.416441805793966 31.610535724321352 5.0092351902276278 6.596196867292746 3.7804497505894679 239.987647550297 1.3601803034543989 2.2475231162525238 1.3034752203955404 2.7912854701280585 44.129565708470182 10.558894451241938 leaf_count=4124 42 73333 37 31 24 16 63 13 15 60 44 1401 46 87 52 284 37 83 482 303 51 72 696 4107 6 63 96 15 397 95 internal_value=0 0.00019481 0.0232303 0.0390182 0.0224776 0.0426357 0.0754983 -0.00060432 -0.00924933 0.0086127 -0.0483216 -0.00170954 -0.00760158 -0.0479052 0.0523794 -0.0741266 0.00116413 0.00966709 0.0341655 -0.00604032 -0.0551115 -0.0038796 0.0231524 -0.0089169 -0.00924558 -0.0385221 0.0321884 0.056147 0.0447701 0.0340652 internal_weight=0 7185.3 31.095 20.9241 17.0216 13.0529 7.41639 5.63647 10.1709 8.48323 3.17339 839.354 275.166 37.1408 7.6983 29.4425 564.188 258.773 93.0222 305.415 12.8809 292.534 45.9499 246.584 7.87168 6.5115 3.551 58.6057 46.9209 42.1694 internal_count=86175 73678 345 228 191 160 79 81 117 102 57 12497 4593 469 98 371 7904 2378 977 5526 253 5273 1094 4179 202 196 159 495 412 398 is_linear=0 shrinkage=0.1 Tree=748 num_leaves=31 num_cat=0 split_feature=4 1 0 7 0 0 5 7 7 1 0 0 6 4 8 8 0 8 7 5 6 9 0 9 4 3 8 8 7 8 split_gain=0.281216 0.387387 0.375848 0.511424 0.344016 0.649428 0.57375 0.293671 0.27238 2.92468 2.56282 2.53428 2.29092 2.80453 2.28123 4.40331 4.48333 3.90708 3.49195 6.12906 5.39677 3.11368 3.00109 5.2291 4.82738 3.99413 3.72874 4.66137 3.76909 3.70577 threshold=0.28014999628067022 119.45774841308595 1.0609999895095827 103.77054595947267 0.35939337313175207 0.4379699975252152 2.3801500797271733 102.59058761596681 97.963802337646499 168.92400360107425 0.48205000162124639 0.1466433256864548 59.289501190185554 0.11328833177685739 66.704003095000019 67.714191485000015 0.53004997968673717 65.80944297500001 103.21296691894533 2.5640065670013432 54.950485229492195 1.087821424007416 0.10766500234603883 1.2712075710296633 0.1020033322274685 142.42850494384768 59.392466590000005 62.490172530000002 107.47714233398439 59.515317785000008 decision_type=10 8 10 8 8 8 10 8 10 10 8 10 10 10 10 10 10 8 10 10 8 2 10 2 8 10 10 8 8 10 left_child=8 2 3 -2 -5 -6 -7 -4 -1 14 11 -11 -13 -14 17 16 18 22 19 -16 -21 -17 23 24 29 26 28 -28 -26 -10 right_child=1 -3 7 4 5 6 -8 -9 9 10 -12 12 13 -15 15 21 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.00026119682833043256 -0.11000638732539135 -0.11648073618460889 0.10867925761951194 -0.10523072146585984 0.074115333705332839 0.043112753250836938 -0.086783391359290557 -0.028233204666647107 0.044977515102287147 0.0025782081246578763 -0.050725738658731728 0.091362834306699919 -0.031294112679018042 0.092983452509170214 -0.077529875653089622 -0.081564820973505536 -0.096511388263936917 -0.061380996377542657 0.10572318405009216 -0.071993216187734896 0.088928649945322 0.0030602374389532292 -0.0061884085587915298 0.099233263689002413 0.037020395949273817 -0.082746288267696491 -0.089705293607072176 0.046598306767104365 -0.085060680468148159 -0.027622285227408474 leaf_weight=6593.9719056856084 0.63576880488867704 0.42248216703910646 0.38965937355533231 0.33079468926793909 0.83399902540259063 0.55256737710419768 0.88409732208901914 0.26200927006107122 34.642147959209751 11.301297900397914 3.4800411320757112 11.138726265402513 4.4112851591780773 3.0862082429230213 4.1971843307837942 4.3725500898435703 2.1582943212997625 11.706834778207847 8.6317095441045222 2.5395652323204532 11.618295866464905 770.21299938031916 480.90929180162152 6.6073320577488621 19.526174691331111 7.6323850010521701 8.2308789305388892 3.6091556162573406 2.905218078987672 8.8211672207398788 leaf_count=71047 23 12 7 259 10 33 537 63 252 165 35 130 29 29 31 108 40 287 97 46 148 7236 4956 146 176 69 59 27 24 94 internal_value=0 -0.0255369 -0.0156569 -0.0296051 -0.00995592 0.0039239 -0.036823 0.0536324 9.48097e-06 0.00126487 0.0304988 0.0399406 0.0625977 0.0198625 0.000561201 0.00401829 0.0421764 -0.00419181 0.0532681 0.0286003 0.0600633 0.00258253 -0.00302316 0.0135271 0.00689351 -0.0173249 -0.00275524 -0.0481564 0.021209 0.0302429 internal_weight=0 4.31138 3.8889 3.23723 2.60146 2.27066 1.43666 0.651669 8015.71 1421.74 33.4176 29.9375 18.6362 7.49749 1388.32 803.731 29.145 584.591 26.9868 18.355 14.1579 774.586 572.884 91.9745 85.3671 41.9038 34.2714 11.84 22.4314 43.4633 internal_count=86175 944 932 862 839 580 570 70 85231 14184 388 353 188 58 13796 7706 362 6090 322 225 194 7344 5803 847 701 355 286 86 200 346 is_linear=0 shrinkage=0.1 Tree=749 num_leaves=31 num_cat=0 split_feature=9 9 1 8 2 4 9 1 5 8 1 9 0 3 1 3 9 6 9 5 4 5 0 7 4 0 3 1 1 0 split_gain=0.273599 3.83243 7.7101 5.14438 4.74554 4.76936 3.62202 6.47562 7.50184 4.49101 3.90749 3.18479 8.20412 5.23467 3.43579 5.27078 6.99371 6.38499 3.24563 3.09988 2.91551 2.75124 2.24815 2.20703 2.82668 2.46331 5.17022 6.95852 5.56602 3.70213 threshold=1.1342637538909914 1.1359563469886782 98.433982849121108 48.197255490000011 5687.0505371093759 0.030000999569892887 1.137657165527344 73.662002563476577 2.7073333263397221 75.064407355000014 96.87884902954103 1.1408789753913882 0.19215000420808795 325.70500183105474 99.392101287841811 129.12750244140628 1.1392991542816164 53.402170181274421 1.1392991542816164 2.6378600597381596 0.085270501673221602 2.68000340461731 0.157120056450367 88.773273468017592 0.063268501311540618 0.25231336057186132 4.1601498126983651 72.814998626708999 75.154251098632827 1.0005999803543093 decision_type=2 2 10 10 8 10 2 10 10 10 10 2 8 10 10 10 2 10 2 8 10 10 10 8 10 10 10 10 10 10 left_child=-1 2 -2 21 5 -4 7 -5 9 19 -10 12 14 23 -8 -16 17 -17 -15 -9 -7 -3 -6 -14 25 26 27 -25 -28 -27 right_child=1 3 4 6 22 20 11 8 10 -11 -12 -13 13 18 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 29 28 -29 -30 -31 leaf_value=0.00073820407482347436 -0.08479358605265877 -0.10357973009441113 0.048083311789726399 -0.092498364289470045 0.0065994041142681649 -0.11318582117838323 -0.14333555094841963 0.050515749222639308 0.050823311907396751 0.040789007394746758 -0.10716434463742151 3.3407619120765745e-06 0.091932911543077131 -0.1229977111075677 -0.11775700872713353 -0.034271721221562038 -0.095512386855596251 0.14102623051277285 0.00048423963040790396 0.17499959564185838 0.0027477835296295743 0.01806788814279418 0.12063978781268409 0.076644464671995538 0.070466314599954241 -0.076640145216250663 -0.01128946175849898 -0.19431736377592165 0.12950873450875958 0.076826896393323935 leaf_weight=3067.943977488947 16.040396720520221 7.3028882550843246 5.4724159957550027 3.7428049086574893 2.9475500797852865 5.7812034320086223 4.662539109587672 3.1333378344061247 2.5132766999304286 16.187469703610986 4.1512790527194738 4795.9368664771828 4.0219394546002141 4.5350277936086041 7.3383992202580002 4.5652703028172237 6.0598712339997283 3.8134482484310865 4.0114138722419739 5.5325458459556112 3.4718652851879597 2.4941443232819438 4.1802601292729378 1.6653597333934222 6.7516426723450413 7.2382540572434646 5.8308350518345815 2.1995278671383858 5.4153093323111534 2.007937066257 leaf_count=27528 122 3084 80 55 46 48 26 19 21 118 49 54323 39 35 51 36 64 21 20 28 21 33 22 52 51 71 35 21 30 26 internal_value=0 -0.000463725 -0.0321437 -0.000219285 0.00650151 -0.0259196 -7.45853e-05 0.03186 0.0466278 0.0718916 -0.0475855 -0.000305992 -0.0214641 0.0051495 -0.065429 -0.0487489 -0.0136756 0.0455125 -0.0650394 0.12999 -0.0696861 -0.0726105 0.0734809 0.0222247 0.0132124 -0.00265795 0.022218 -0.0775613 0.0565085 -0.0433127 internal_weight=0 4949.01 37.8937 4911.11 21.8533 14.7255 4901.31 35.2607 31.5179 24.8534 6.66456 4866.05 70.1168 43.6772 26.4395 21.777 14.4386 8.37872 8.54644 8.66588 9.25307 9.79703 7.12781 35.1308 31.1089 24.3572 15.111 3.86489 11.2461 9.24619 internal_count=86175 58647 339 58308 217 149 55191 290 235 165 70 54901 578 380 198 172 121 57 55 47 69 3117 68 325 286 235 138 73 65 97 is_linear=0 shrinkage=0.1 Tree=750 num_leaves=31 num_cat=0 split_feature=3 3 8 6 6 6 0 7 7 6 6 0 7 0 2 1 2 3 2 9 1 1 9 5 8 8 8 5 5 2 split_gain=0.283839 2.90184 5.13347 3.8316 3.25277 3.15972 2.97846 2.78309 3.43667 3.11963 2.90585 3.98556 2.69403 2.60366 3.07392 2.79028 2.62262 2.7898 2.96232 3.57509 3.70259 3.80317 3.76385 3.50078 2.96144 2.53531 2.7436 3.31862 4.0498 2.99599 threshold=634.71594238281261 748.47998046875011 77.859354915000011 51.796979904174812 53.588890075683601 61.834878921508796 0.44000002741813665 102.27501678466798 100.61675262451173 58.474561691284187 56.785594940185554 0.094338413327932372 86.751735687255874 0.080014999955892577 635.75497436523449 90.460800170898452 856.39001464843761 723.62567138671886 3871.658325195313 1.1493571400642397 102.23339843750001 94.790111541748061 1.2661221623420718 2.5799700021743779 84.486923110000006 63.383482725 73.557281720000006 2.6823101043701176 2.711575031280518 789.02499389648449 decision_type=10 10 10 8 10 8 10 8 8 8 8 8 10 8 10 10 10 8 8 2 10 10 2 10 10 10 10 8 8 10 left_child=-1 2 4 12 6 7 25 8 9 10 11 -6 -4 -5 15 -15 -16 18 19 -18 21 22 23 -21 -20 -2 27 -27 -29 -30 right_child=1 -3 3 13 5 -7 -8 -9 -10 -11 -12 -13 -14 14 16 -17 17 -19 24 20 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.00029643330204972662 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2.3716646461980408 1.9263948368607104 8.3309709884924796 2.7825029092491596 3.7486086784629151 3.0504964286228642 2.9529544705001172 3.8856877521902851 9.370278714288359 2.229629366775046 6.6263171252521706 8.2419016183473541 leaf_count=68622 242 15893 44 63 84 21 17 89 24 26 34 110 128 37 54 42 30 60 15 18 70 17 26 33 30 29 109 20 55 133 internal_value=0 0.00121161 0.0141741 0.035142 -0.00158502 0.0192102 -0.0192208 0.0261358 0.0105511 0.020425 0.0083076 0.0219889 -0.015028 0.0465989 0.0524245 -0.00764575 0.062521 0.0521843 0.0382451 0.0232821 0.00558305 -0.031174 0.00128947 -0.0557108 0.105726 -0.0238237 -0.00682517 0.0132653 -0.00569312 0.0131535 internal_weight=0 1546.61 155.355 66.6607 88.694 40.7013 47.9927 38.3329 28.7237 26.5595 23.6083 20.4921 12.3927 54.268 50.6828 7.29291 43.3899 36.8719 29.3379 24.0133 19.839 11.508 8.7255 4.97689 5.32462 46.4085 30.3538 20.9835 17.0978 14.8682 internal_count=86175 17553 1660 667 993 388 605 367 278 254 228 194 172 495 432 79 353 299 239 194 164 94 77 51 45 588 346 237 208 188 is_linear=0 shrinkage=0.1 Tree=751 num_leaves=31 num_cat=0 split_feature=0 6 6 8 2 2 4 7 7 3 5 8 8 9 9 8 4 8 5 3 2 4 5 1 6 3 9 9 9 5 split_gain=0.282154 0.504914 0.590056 0.600244 0.430413 0.566794 0.585054 0.58691 0.389962 0.365247 0.341394 0.276769 10.9359 21.1295 5.44583 4.48423 12.6473 4.43531 4.11796 3.88065 3.40676 3.90645 3.84715 3.28965 3.63914 3.46521 3.55964 3.40806 6.52596 4.62513 threshold=1.4203000068664553 50.885869979858406 55.266059875488288 72.513157530000015 162.0385437011719 87.415000915527358 0.14002999663352969 98.729282379150405 109.19346237182619 33.204999923706062 2.7900149822235112 75.253016200000005 75.139998530000014 1.206338703632355 1.222699046134949 75.396836080000014 0.070001501590013518 75.120756415000017 2.5400049686431889 38.954999923706062 1715.7805786132815 0.14999667555093768 2.670010089874268 115.69050216674806 53.001518249511726 6.3065781593322763 1.1744956374168398 1.1459585428237917 1.203055262565613 2.6300150156021123 decision_type=10 8 10 10 10 8 8 10 8 10 10 10 10 2 2 10 8 10 8 8 10 10 8 8 8 10 2 2 2 8 left_child=11 -2 8 10 5 6 -5 -8 -3 -10 -4 12 17 23 -15 16 -13 -1 -16 -20 21 -19 -22 24 -14 26 -26 29 -29 -27 right_child=1 2 3 4 -6 -7 7 -9 9 -11 -12 15 13 14 18 -17 -18 20 19 -21 22 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=6.0042198409989324e-05 0.07573670655846422 -0.098316043071795534 -0.10254582046215979 -0.068585011473293184 0.063537667473842457 -0.11121390144343726 0.101641063950022 -0.026060788931779641 0.022337835896423987 -0.077468916697431028 0.11021031018185767 0.099569765474912419 0.079467900214174339 0.11915712227546303 0.11126600303990941 -0.00027905269094975744 -0.052522747479422052 -0.093213772737687273 0.063507524544704944 -0.10947634785549652 0.18282474277022168 0.12018538147990628 -0.0367842598314784 -0.12758245061278742 -0.10355155297154013 0.086454221211244603 0.12408845783502827 -0.11117626231211851 0.029072445203885012 -0.058533113998737264 leaf_weight=5546.828331942449 0.52739755892628082 1.4168694526179026 0.73377489000756657 0.62390447678444649 1.190446248554508 0.44942879310110573 0.84092347248224608 0.62916338507784531 0.77617342609801177 0.69496112250453734 0.084061011672019958 6.3341292599216104 4.2225715555250671 25.428892977535725 3.513381935656068 2326.1562729208999 39.956544013737584 11.5546197257936 2.4298839513212451 2.7812482391891535 1.1590792462229722 0.9266136512160309 2.5585120664909482 2.434394732117652 0.90590987168252768 4.4545355141162881 2.8417123546823859 9.8047204222530109 5.0146642327308646 4.3476002071984121 leaf_count=56656 37 84 221 39 30 12 33 28 78 28 1 40 22 163 23 27233 610 321 37 60 12 5 55 16 57 26 36 123 31 58 internal_value=0 -0.0188146 -0.0255173 -0.00308464 0.0139107 -0.00931712 0.0125528 0.0469876 -0.0608728 -0.0248107 -0.0806777 1.36242e-05 0.000395315 0.0402019 0.0957676 -0.000892353 -0.0317113 -9.25477e-05 0.0275952 -0.0288162 -0.0523426 -0.0773709 0.0316859 -0.0155716 -0.00694026 -0.0202715 0.0690612 -0.0344444 -0.0637181 0.0148413 internal_weight=0 7.9671 7.43971 4.5517 3.73387 2.54342 2.09399 1.47009 2.888 1.47113 0.817836 8003.65 5631.21 68.1795 34.1534 2372.45 46.2907 5563.03 8.72451 5.21113 16.1988 12.4812 3.71759 34.0261 31.5917 27.3691 3.74762 23.6215 14.8194 8.80214 internal_count=86175 591 554 364 142 112 100 61 190 106 222 85584 57701 652 283 27883 650 57049 120 97 393 326 67 369 353 331 93 238 154 84 is_linear=0 shrinkage=0.1 Tree=752 num_leaves=31 num_cat=0 split_feature=2 5 3 3 0 9 5 5 1 8 4 4 7 5 0 5 0 2 4 6 4 4 7 1 3 5 7 1 7 9 split_gain=0.264063 1.48658 2.15887 2.45501 2.71994 4.11274 2.72341 2.86665 2.29352 2.69137 2.51275 2.25089 3.74407 3.18926 2.18885 2.56816 2.00257 1.95429 2.39437 2.24215 2.58593 2.57435 2.22225 2.01411 1.87227 2.08945 2.22313 4.82941 2.40863 4.18635 threshold=10859.040039062502 2.6451699733734135 42.179998397827156 95.656948089599624 0.24904999881982806 1.2797898054122927 2.6173266172409062 2.6068799495697026 108.84904861450197 69.961542290000025 0.052005000412464149 0.091664999723434462 102.27501678466798 2.5400049686431889 0.18521668761968615 2.6199631690979008 0.52504998445510875 42747.324218750007 0.063723500818014159 58.876743316650398 0.16477882862091067 0.15003500133752826 94.536071777343764 178.82440185546878 111.00000000000001 2.618836641311646 95.737377166748061 93.03079986572267 90.372039794921889 1.1243017911911013 decision_type=10 8 10 10 10 2 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 2 left_child=-1 2 8 4 5 6 7 -4 9 10 -2 24 13 -13 -11 -16 -10 19 23 20 21 -3 -20 -19 -5 -26 28 -28 29 -27 right_child=1 17 3 11 -6 -7 -8 -9 16 14 -12 12 -14 -15 15 -17 -18 18 22 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.00016683584932268984 0.061755319117723341 0.010320298215456755 0.020178584097465202 -0.072439377435251015 -0.059343332195008959 0.14503506442262692 0.057151983731654879 -0.092183070319815749 -0.077464769928371008 -0.046753315691903836 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27.954858282420901 21.135260641778586 leaf_count=77939 27 3277 58 50 37 43 74 21 145 20 85 51 34 38 42 31 35 2033 257 18 22 21 36 22 1062 28 11 125 343 190 internal_value=0 0.00202867 -0.00474887 -0.000498905 0.02646 0.037625 0.0223839 -0.0132193 -0.0290327 -0.0042993 -0.0345217 -0.00561419 0.0385317 0.0678174 0.0480353 0.085106 -0.0587953 0.00573673 -0.0033235 0.0113783 0.0103787 0.0117454 -0.0371893 0.00149543 -0.00902169 -0.00689638 -0.0210399 -0.0753808 -0.0140794 -0.0372136 internal_weight=0 591.521 209.182 178.025 28.392 25.1229 22.001 10.87 31.1565 17.0159 10.7867 149.633 10.7221 8.60794 6.22916 4.47791 14.1406 382.34 146.717 235.623 233.175 229.312 18.2764 128.44 138.911 134.407 58.7756 6.67371 52.1019 24.1471 internal_count=86175 8236 2550 2165 233 196 153 79 385 205 112 1932 123 89 93 73 180 5686 2348 3338 3320 3298 293 2055 1809 1759 697 136 561 218 is_linear=0 shrinkage=0.1 Tree=753 num_leaves=31 num_cat=0 split_feature=9 0 7 1 2 1 3 8 2 3 3 8 8 7 2 0 1 6 6 7 2 5 1 5 5 3 6 4 0 3 split_gain=0.263241 1.12073 5.05256 2.07847 3.42311 2.47635 2.69602 2.40052 2.52821 2.38423 3.57539 3.51848 2.24357 3.5103 2.77012 2.04491 1.99399 2.1787 1.94009 1.60752 1.59385 2.32709 1.80094 1.57201 1.50315 1.47532 1.47266 3.54898 2.67633 2.19022 threshold=1.6318134069442751 0.21000001579523089 93.559375762939467 100.96319961547853 6449.7519531250009 112.35755157470705 199.53859710693362 87.598326995000008 288227.26562500006 313.04499816894537 180.31765747070315 87.385966165000013 87.622871280000012 90.06866836547853 13074.514648437502 0.1399999335408211 98.433982849121108 51.393583297729499 52.729789733886726 88.570766448974624 43.501779556274421 2.4305000305175786 157.25249481201175 2.6694049835205083 2.6593050956726079 177.14215087890628 58.384933471679695 0.099994499236345305 0.26000010967254644 20.062123298645023 decision_type=2 8 10 10 10 10 8 10 10 10 10 10 10 10 8 10 10 10 8 10 8 10 10 10 10 8 8 10 8 10 left_child=-1 2 3 7 5 15 -7 8 -2 10 -6 -11 13 19 -14 -5 17 -9 -8 -13 21 -3 26 -18 -12 -17 -22 28 -28 -29 right_child=1 20 -4 4 9 6 18 16 -10 11 24 12 14 -15 -16 25 23 -19 -20 -21 22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=-8.5349417878190722e-05 0.12697541477651836 -0.031137813854901587 0.069963292287339593 0.00091239868656866306 0.046245031696823848 0.09039629771355627 0.031375904611518478 -0.080966286390013673 -0.014345563479831508 0.094020429923433388 -0.12754888805145118 -0.018293283170602623 0.15059424978453201 0.064345185519981113 0.015344887828383639 -0.15114402197210314 0.11574875833536713 0.019388459976522388 -0.064165232238089426 -0.12368445153545433 -0.0038949407369087761 0.11330372138507259 0.05894142084338392 -0.0042389564039977323 -0.029034783910746854 -0.064656038757853668 -0.24627301934819906 -0.04393696086325069 -0.069623453441989017 0.041190394188256242 leaf_weight=7850.7033540325119 4.0938867349177626 1.9690520201111201 12.579827529843895 3.0985847176925772 3.8089474277985556 2.3922038790769848 3.370477929711341 3.5532049253233691 1.8325565056875346 6.0881126765161779 3.0097148567438126 2.6753713134676236 1.768633380328535 2.6042235642671585 10.533121470914921 2.9559042965993259 2.4397940851631565 5.5304775484837592 5.7535906438715765 3.1527805840596557 36.315485038445331 2.5727912848815322 3.4720180174335828 1.9764191763824781 3.1909154243767262 5.927204170875485 1.1797242742031837 8.4184058913961035 3.1415853460066501 4.7152634635567656 leaf_count=84484 51 43 301 41 39 64 27 35 15 46 18 27 23 16 111 38 15 34 41 23 318 54 33 27 26 42 12 56 78 37 internal_value=0 0.00408784 0.0110633 0.00177312 -0.00738739 -0.0372097 -0.00409701 0.0302217 0.0832766 0.0116386 -0.0300101 0.0271812 0.00755535 -0.0321762 0.0347898 -0.0690361 0.00693063 -0.0198667 -0.0288718 -0.0753054 -0.00633695 0.0506831 -0.0108611 0.0620498 -0.0768524 -0.0934354 -0.0153684 -0.0392391 -0.117849 -0.0133745 internal_weight=0 154.12 92.336 79.7561 60.3298 23.498 11.5163 19.4263 5.92644 36.8318 10.0096 26.8222 20.7341 8.43238 12.3018 11.9817 13.4999 9.08368 9.12407 5.82815 61.7843 4.54184 57.2425 4.41621 6.20063 8.88311 53.7705 17.455 4.32131 13.1337 internal_count=86175 1691 1060 759 582 253 132 177 66 329 83 246 200 66 134 121 111 69 68 50 631 97 534 42 44 80 501 183 90 93 is_linear=0 shrinkage=0.1 Tree=754 num_leaves=31 num_cat=0 split_feature=4 0 9 0 2 9 9 5 1 0 9 4 0 6 4 1 9 1 9 9 3 9 9 9 0 6 9 8 7 8 split_gain=0.27171 1.61671 2.36535 2.36374 1.77503 2.74538 1.85318 1.72009 1.7073 2.31873 2.26036 2.24625 2.21352 3.76155 2.42692 2.5183 2.71397 2.42457 2.65004 2.65359 1.99814 1.84426 1.73147 5.26013 2.91833 2.753 2.18058 3.13667 2.81214 1.79065 threshold=0.028823500499129299 0.052429858595132835 1.1276808977127077 0.069205000996589675 1580.6350097656252 1.1276808977127077 1.33274382352829 2.5673632621765141 108.84904861450197 0.46015000343322759 1.0928202867507937 0.024604999460279945 0.087013289332389845 54.247951507568366 0.025646500289440158 110.6290969848633 1.1276808977127077 171.1144943237305 1.181110739707947 1.1828010082244875 47176.857421875007 1.1861543059349062 1.1929618716239931 1.1980048418045046 0.28976640105247503 55.219902038574226 1.2096731066703799 87.350006025000013 86.278442382812514 88.080442725000012 decision_type=8 10 2 10 10 2 2 8 10 8 2 8 10 10 10 8 2 10 2 2 8 2 2 2 10 10 2 10 8 8 left_child=1 2 -1 4 7 -6 -7 -3 9 10 11 -5 13 -10 20 -16 -17 18 -18 -20 -14 -21 24 -24 25 -12 -25 28 -28 -29 right_child=-2 3 -4 8 5 6 -8 -9 12 -11 22 -13 14 -15 15 16 17 -19 19 21 -22 -23 23 26 -26 -27 27 29 -30 -31 leaf_value=-0.011169652141194484 9.6723343318966723e-05 -0.17699086502422573 -0.085310443060662197 0.12092042752752163 0.12592834896123342 -0.10900829034748559 0.11332525678976116 0.075111185807848355 -0.083169835735176695 -0.094462039598884565 -0.10347782886224166 -0.02780411508586686 0.004311017724298591 0.10932652754522865 0.19292920821950565 0.1227116501351683 -0.12163619487914464 0.11440551250301226 0.15003552140761506 -0.15177886800374185 -0.085257802359516896 0.034852485425705369 0.13091098420752487 -0.10892314141841455 0.023171967878359324 0.018943403400956352 0.15157090823399411 -0.090135284479466837 0.0088392577582571095 -0.016762503728576648 leaf_weight=19.930462318012363 7773.6852736450764 0.57707448536530015 5.4879701339912108 2.4321980813365363 3.9513305258005857 1.0357995755912268 0.5875471924755401 0.50968088941499456 5.9816267986088851 3.6248843245584785 7.9720760732889158 1.743512164801359 120.32360566981231 1.2226174233946947 1.1385941912849347 2.5837461072951555 1.9635900184512136 1.5039657410234211 1.1224928796291354 0.87355555593967471 2.543293329540119 1.3442898686014357 2.6103598630288607 2.3760228370665599 4.2457479275763026 2.3869295227341354 1.5503716022558371 4.984893865836054 12.588977805591185 9.9957432803857955 leaf_count=204 79666 6 421 49 34 35 42 39 208 73 68 16 3042 16 14 34 21 15 5 5 199 233 19 82 27 22 19 794 465 302 internal_value=0 -0.00339679 -0.027177 -0.000430488 0.0581562 0.0809478 -0.0285378 -0.0587567 -0.00241042 -0.0170903 -0.0117872 0.0588225 0.00348984 -0.0505017 0.0064057 0.0524794 0.035452 0.00233504 -0.0294433 0.0247515 0.00245698 -0.0386571 -0.0178401 -0.00550276 -0.0466515 -0.0752694 -0.0168086 -0.00929259 0.0244897 -0.0411777 internal_weight=0 229.193 25.4184 203.775 6.66143 5.57468 1.62335 1.08676 197.113 56.5117 52.8868 4.17571 140.601 7.20424 133.397 10.5302 9.39164 6.80789 5.30393 3.34034 122.867 2.21785 48.7111 34.1064 14.6048 10.359 31.496 29.12 14.1393 14.9806 internal_count=86175 6509 625 5884 156 111 77 45 5728 1936 1863 65 3792 224 3568 327 313 279 264 243 3241 238 1798 1681 117 90 1662 1580 484 1096 is_linear=0 shrinkage=0.1 Tree=755 num_leaves=31 num_cat=0 split_feature=6 1 7 4 8 6 4 6 5 5 5 9 7 5 7 9 7 4 7 8 1 9 9 7 2 8 8 1 4 4 split_gain=0.259083 3.90292 4.33128 2.89829 2.62782 2.04998 1.91058 1.82692 2.9634 2.90899 3.10735 3.45345 6.21986 5.88341 5.28466 3.75996 4.97938 3.05218 4.99377 4.9444 3.04652 2.66519 9.85225 3.02256 3.31747 2.66979 4.50288 3.73029 2.8546 4.97723 threshold=52.433956146240241 184.69504547119143 88.833370208740249 0.042805001139640815 59.698715195000005 51.996004104614265 0.017374999821186069 52.225957870483406 2.3698499202728276 2.5399399995803837 2.6312500238418584 1.3079319000244143 92.445404052734389 2.6569499969482426 90.258865356445327 1.1980048418045046 95.87570953369142 0.057901499792933471 88.89941787719728 67.847581670000025 117.24040603637697 1.0711222887039187 1.0646093487739565 97.732166290283217 1456.4484863281252 50.568756935000003 49.091092425000006 118.14445114135744 0.085270501673221602 0.079371500760316863 decision_type=8 10 8 10 10 10 10 10 10 10 10 2 8 10 10 2 10 8 8 10 10 2 2 10 10 10 8 10 10 8 left_child=1 7 5 4 -4 -3 -6 8 -1 -9 -11 12 13 14 -12 16 -14 20 -19 -20 -15 22 23 24 25 26 28 -27 29 -10 right_child=-2 2 3 -5 6 -7 -8 9 21 10 11 -13 15 17 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.1079107975152329 -0.00025025318908324193 0.0091004413354937846 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2.2740427367389211 3.3594641848467299 996.56598146386068 9.4400265128861047 7.916114205698249 55.974954293342307 7.4607639912464929 5.7312079556286326 4.7166762838605791 12.861283630666547 2.2798563316464415 leaf_count=116 67079 74 21 40 22 21 53 116 209 426 27 407 166 70 21 103 71 21 90 22 29 15381 230 117 666 373 41 43 105 15 internal_value=0 0.0013088 0.0427535 0.073971 0.0418094 -0.0194033 0.0718536 0.000565155 -0.000667939 0.0124745 0.00834631 0.0198038 0.0111197 -0.0197095 0.0612545 0.0425153 0.0651876 -0.0421217 -0.010839 -0.036874 -0.0805438 -0.000422821 -0.0139958 -0.00617885 -0.00191486 0.0155627 0.0273479 -0.0257372 0.0145536 -0.00576053 internal_weight=0 1266.36 22.3218 14.859 9.70985 7.46278 7.28131 1244.04 1127.32 116.723 109.252 74.7507 64.2612 32.423 7.02937 31.8382 22.1827 25.3936 13.9973 11.7625 11.3964 1124.75 128.183 118.743 110.827 54.8521 42.6746 12.1774 36.9434 24.0821 internal_count=86175 19096 231 136 96 95 75 18865 17296 1569 1453 1027 620 280 48 340 237 232 133 112 99 17180 1799 1569 1452 786 370 416 329 224 is_linear=0 shrinkage=0.1 Tree=756 num_leaves=31 num_cat=0 split_feature=9 9 4 2 0 1 8 9 8 1 3 6 3 1 1 2 4 3 0 0 1 3 6 7 3 2 5 8 1 6 split_gain=0.278104 9.77293 15.502 8.80297 11.681 5.28314 5.16506 3.41303 6.18445 4.85696 6.44212 4.05315 8.13005 4.57396 3.88467 6.91863 7.61004 6.09079 4.67706 4.38655 6.22733 4.74212 3.83859 3.56738 4.28694 3.46784 2.90655 2.84169 2.43762 2.25515 threshold=1.1493571400642397 1.1510209441185 0.06591349840164186 689.15118408203136 0.049484999850392349 70.174999237060561 75.474242615000023 1.1442847251892092 59.392466590000005 44.649999618530281 426.97000122070318 52.938869476318366 161.82949829101565 86.223232269287124 89.323200225830092 214.95999908447268 0.052423998713493354 7.1803932189941415 0.30999997258186346 0.28231322765350347 126.21020126342775 43.264999389648445 58.384933471679695 95.808643341064467 6758.4301757812509 138.53034973144534 2.7286050319671635 48.197255490000011 68.712821960449233 54.174953460693366 decision_type=2 2 10 10 10 10 8 2 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 10 10 left_child=7 2 5 6 -5 -2 -4 -1 11 -10 14 -9 13 -13 18 -16 17 -17 22 20 29 -22 -11 -12 -25 -24 -7 -3 -27 -18 right_child=1 27 3 4 -6 26 -8 8 9 10 23 12 -14 -15 15 16 19 -19 -20 -21 21 -23 25 24 -26 28 -28 -29 -30 -31 leaf_value=8.9275048685056652e-05 -0.018266155705789235 -0.10329212463539394 0.11945632869960143 0.12356109812679572 -0.15604255837352254 -0.15709173513335895 -0.035857270267544698 0.14109702214134648 0.088638912011085022 -0.10819895513187749 -0.010354880252210487 -0.027590454418576677 -0.12197155567759724 0.13308507187374491 0.09503466772795327 0.070329391703060282 0.14803265878759195 -0.11979055338361154 0.074885013597754554 -0.075563765896260598 0.051877617180867447 -0.10505508195884404 0.04117899685452886 0.094271947502732767 -0.0089204792474645699 0.050674733960058505 -0.036195538646862757 -3.0442280096882541e-05 -0.10384150714088125 0.048654350268581031 leaf_weight=3291.4815936777441 4.7400821319315609 2.666569799057469 7.5526918582618245 2.1657712906599036 4.8182023419067264 13.195947984790108 2.988417975604535 5.8346763625741032 6.9512797133065751 10.134044986218219 9.2597848474979418 2.5376058104448003 2.4637908071745178 5.8701405813917518 6.7981117591261855 2.0807833373546627 4.4879793412983471 8.8606493819752341 2.7485785484313956 3.9415958896279326 3.9522685743868342 3.7548292279243469 4.7789212474599463 14.12731920442093 5.630204312503337 1.2858699997887013 2.3414854463189831 4550.0307612369706 4.9562612986192107 4.648674875497818 leaf_count=29562 35 2663 64 11 58 128 18 68 70 59 60 23 72 46 35 16 23 134 18 27 23 25 40 105 40 22 25 52594 85 26 internal_value=0 -0.000511368 -0.051147 0.0177358 -0.0693358 -0.11068 0.0754247 0.00068119 0.0176075 0.00805638 0.00193089 0.0738622 0.0377777 0.0845904 -0.0161646 0.00348473 -0.0161317 -0.0836346 -0.0478328 0.0194019 0.0416247 -0.0245786 -0.0637769 0.0408619 0.0648657 -0.0229301 -0.138873 -9.09239e-05 -0.0720114 0.0974696 internal_weight=0 4590.5 37.8026 17.5251 6.98397 20.2775 10.5411 3406.58 115.103 98.3972 91.4459 16.7062 10.8715 8.40775 62.4286 38.5249 31.7268 10.9414 23.9037 20.7853 16.8438 7.7071 21.1551 29.0173 19.7575 11.0211 15.5374 4552.7 6.24213 9.13665 internal_count=86175 55596 339 151 69 188 82 30579 1017 808 738 209 141 69 533 309 274 150 224 124 97 48 206 205 145 147 153 55257 107 49 is_linear=0 shrinkage=0.1 Tree=757 num_leaves=31 num_cat=0 split_feature=7 8 8 9 9 8 6 9 1 0 9 9 9 9 2 9 8 9 9 7 8 9 8 6 0 1 7 1 6 9 split_gain=0.274362 1.40261 11.9976 11.2344 7.70386 7.24873 3.70325 4.11128 4.25002 2.97621 3.55621 7.66752 6.40387 5.79262 5.63513 2.62531 20.7971 21.042 15.1769 8.62817 5.72071 11.3976 5.71254 7.35079 7.52309 5.63079 4.61519 4.53557 7.17189 5.97253 threshold=97.963802337646499 75.253016200000005 75.139998530000014 1.206338703632355 1.222699046134949 75.396836080000014 56.538747787475593 1.1744956374168398 81.06995010375978 0.13002999871969226 1.1844688057899477 1.214552164077759 1.2543222308158877 1.2924330830574038 977.59631347656261 1.2459819912910464 74.297319060000021 1.1946979165077212 1.1644290089607241 107.47714233398439 74.493741635000021 1.310455918312073 74.751024620000024 56.262248992919929 0.099210001528263106 123.78184890747072 98.818088531494155 104.39070129394533 58.975288391113288 1.5335874557495119 decision_type=8 10 10 2 2 10 10 2 10 8 2 2 2 2 10 2 10 2 2 8 10 2 10 8 10 8 8 8 10 2 left_child=-1 2 15 6 -5 9 7 -4 -9 -3 -11 14 -13 -14 -12 16 -2 18 -18 -20 27 -22 23 24 -23 -25 -24 -17 29 -29 right_child=1 5 3 4 -6 -7 -8 8 -10 10 11 12 13 -15 -16 20 17 -19 19 -21 21 22 26 25 -26 -27 -28 28 -30 -31 leaf_value=-0.00068480693394406742 0.0013091354481937195 0.053832829350494785 -0.08531655129988952 0.11477841709943884 -0.0071356916095817475 -0.00088526348003622243 0.12583746292528084 0.084225197344548322 -0.041175709352231443 -0.099482893705224631 -0.058644640015455107 -0.11800703621466507 0.11789602657917911 -0.10559259605759125 0.1270463066535833 0.0087859043363654882 -0.043358294286807625 -0.11289555110301941 -0.032667039052699069 0.12053281326152646 0.090194510600050556 0.022918181448526174 0.05794832563062853 0.032186068831340307 0.1999954127102781 -0.11150636250540891 -0.0096970294981522723 -0.027240892307638809 0.024170992645322964 0.079500092881589518 leaf_weight=3398.597477054986 2250.6306528420355 2.734432166442275 6.6311274745967301 23.846488595008854 6.6227392731088903 1538.305716891834 1.8425493203103531 4.8576862215995771 6.0920717120170593 11.546956707607022 2.6468686461448696 9.8098894953727704 2.7435583751648656 2.0089788621116895 4.2718529608100653 285.66339654872411 43.4407944001141 31.872902050614357 5.5248940959572819 10.986679349094628 21.713672254234552 4.4367669820785505 11.456193031277506 34.751460620667785 5.2243348471820354 2.959333259612321 84.32073808927089 129.06439745745695 42.611422284434411 5.4639056919279474 leaf_count=37378 21238 21 191 163 106 16276 13 52 36 307 20 91 29 85 37 3316 754 402 32 134 178 32 84 279 24 18 809 3268 558 244 internal_value=0 0.000500303 0.00176177 0.0503925 0.0882794 -0.00191996 -0.00904006 -0.0231758 0.0144564 -0.0464268 -0.0547274 -0.0306695 -0.0718503 0.0234236 0.0560072 0.000944865 -0.000594109 -0.0472425 -0.0123389 0.069271 0.00668833 0.0226838 0.0124434 0.0408481 0.118674 0.0209099 -0.00160575 0.00099032 -0.0115812 -0.0229056 internal_weight=0 4594.08 3020.01 49.8927 30.4692 1574.07 19.4234 17.5809 10.9498 35.7625 33.0281 21.4811 14.5624 4.75254 6.91872 2970.12 2342.46 91.8253 59.9524 16.5116 627.666 164.862 143.149 47.3719 9.6611 37.7108 95.7769 462.803 177.14 134.528 internal_count=86175 48797 31931 561 269 16866 292 279 88 590 569 262 205 114 57 31370 22560 1322 920 166 8810 1424 1246 353 56 297 893 7386 4070 3512 is_linear=0 shrinkage=0.1 Tree=758 num_leaves=31 num_cat=0 split_feature=3 4 4 9 2 9 5 6 7 6 6 7 4 6 4 2 2 7 9 2 9 0 9 7 0 6 4 4 6 4 split_gain=0.29601 1.33437 3.38989 7.50922 3.20413 5.15047 5.56299 3.36762 3.17057 3.19742 2.8704 2.71289 2.51162 2.5046 2.39224 2.36606 2.91004 3.14295 3.08091 2.88198 2.27786 2.22076 2.20476 3.62116 2.77668 2.70598 2.14065 2.20317 2.9761 2.71961 threshold=12.087590217590334 0.046223001554608352 0.056858500465750701 1.2869567275047304 252.63650512695315 1.0564270019531252 2.7200067043304448 54.950485229492195 91.760395050048842 50.964384078979499 53.69075012207032 94.829181671142592 0.050005000084638603 51.073438644409187 0.045500500127673156 5687.0505371093759 4589.5473632812509 97.13147354125978 1.2644609808921816 20875.949218750004 1.2610664963722231 0.55435001850128185 1.27454149723053 89.647022247314467 0.20254000276327136 51.824907302856452 0.04514999873936177 0.025646500289440158 50.471309661865241 0.035191001370549209 decision_type=10 8 8 2 10 2 10 10 10 10 10 8 10 10 8 10 8 10 2 10 2 10 2 8 8 10 8 10 8 10 left_child=1 14 3 4 7 11 10 -3 9 -8 13 -6 21 -7 26 16 -4 18 -18 22 -11 -5 24 25 -17 -24 27 -1 29 -29 right_child=-2 2 15 12 5 6 8 -9 -10 20 -12 -13 -14 -15 -16 19 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.023596641349751299 0.0002305588519860233 -0.14501104849762048 -0.001409834349533865 -0.11356201949657195 -0.0067013831659644141 -0.042042631090535576 0.060564997212926991 -0.018654637988337219 0.11405741072713099 -0.00033060874526049397 -0.022131951840324682 0.088800367122709709 0.1409445703653438 -0.12795680704453913 0.089181557401730352 0.10884195228439204 -0.12860194448675519 0.17950503625748279 0.028070818266875564 -0.024559240856301137 -0.15013627305414828 0.092971757936941166 -0.02505240005129732 -0.096526349112743146 0.021648555158324555 0.1512609643955527 -0.1115990814701581 0.046779444753668194 0.035021261330499279 -0.066377604521557665 leaf_weight=14.315229356782991 6949.4872782056418 5.0890144922886957 873.26889090399879 0.93644043605672722 8.5980063627939636 5.0688443747349146 2.9829669180326146 3.6023076966812368 2.4485131110996008 2.0149304177612066 6.9629466608166686 4.5477668760577226 3.3040482206488377 10.264442543964831 3.8158400024040011 7.7617882385384309 4.5951986209814484 0.48042858950793732 1.7267978067834802 7.7531921485897319 2.0453311260789633 1.1724453578560767 1.7731799047905945 2.4842835981689859 6.8980367740878172 1.7098572626709936 1.4714583642598871 3.2084011338301917 34.900238658016178 6.2837586145560635 leaf_count=353 72900 52 10355 59 89 59 59 33 43 28 44 28 63 92 43 61 251 3 279 224 16 41 33 46 110 14 13 64 593 127 internal_value=0 -0.00158485 -0.00250988 -0.0257295 -0.0370604 -0.0263099 -0.0480819 -0.0926399 0.0160339 -0.018043 -0.0753767 0.0263374 0.0865239 -0.0995555 0.0124 -0.00100089 -0.00191735 -0.0670701 -0.0858082 0.0274183 -0.0757943 0.00126144 0.0469553 -0.00428778 0.067814 0.0615016 0.00753139 0.0105173 0.021518 -0.0281299 internal_weight=0 1031.48 967.49 59.038 53.6251 44.9337 31.788 8.69132 9.49174 7.04323 22.2962 13.1458 5.41293 15.3333 63.9949 908.452 880.071 6.80243 6.322 28.3803 4.06026 2.10889 20.6271 5.96732 14.6598 3.48304 60.1791 58.7076 44.3924 9.49216 internal_count=86175 13275 12082 706 543 458 341 85 146 103 195 117 163 151 1193 11376 10888 533 530 488 44 100 264 93 171 47 1150 1137 784 191 is_linear=0 shrinkage=0.1 Tree=759 num_leaves=31 num_cat=0 split_feature=6 2 2 4 0 1 1 3 5 4 9 4 8 2 4 8 3 3 2 0 1 1 5 1 5 7 4 1 7 9 split_gain=0.291784 1.26444 1.70005 1.32899 1.99641 2.09836 1.19557 1.45047 1.23956 1.16236 1.15007 4.27313 4.00274 3.53477 3.07238 2.56573 2.42618 3.7083 3.6464 3.13869 2.37854 2.3727 3.04002 2.5738 2.11572 1.91053 2.48718 3.71117 6.32934 4.16503 threshold=59.754011154174812 15114.193359375002 28346.709960937504 0.053801501169800765 0.29004999995231634 82.310581207275405 159.09695434570315 153.35744476318362 2.6199631690979008 0.12861499935388568 1.1209892034530642 0.10502399876713754 64.489505505000025 340.86499023437506 0.12861499935388568 64.295733035000012 239.47029876708987 1047.414978027344 73.378749847412124 0.24904999881982806 109.72610092163087 152.39299774169925 2.6834199428558354 103.16975021362306 2.6292734146118169 106.59830856323244 0.099994499236345305 100.33264923095705 97.13147354125978 1.4711266160011294 decision_type=10 8 10 10 10 10 10 10 10 10 2 10 8 10 10 8 10 8 10 10 8 10 10 10 10 8 10 10 10 2 left_child=-1 3 -3 4 5 -2 8 -8 -7 -4 11 13 14 16 21 -16 18 -18 19 -5 -19 22 23 24 -13 26 27 -12 -29 -30 right_child=1 2 9 10 -6 6 7 -9 -10 -11 25 12 -14 -15 15 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.00014224001112156566 -0.093293173802360185 -0.16242486074699883 -0.093275377953748156 0.12056379228152457 0.10511454334002986 0.064360295904848944 0.026619937678783609 -0.10352196508536381 0.010321764492984938 0.06136913606086572 0.035117466672026768 -0.004168368800219196 0.096680372234285661 0.037717678448978838 0.00039655945043041795 -0.15111115186102131 0.082016207284129006 -0.078217491695146107 -0.079144411836948939 -0.038371348201392243 0.033498244235216058 -0.032647070015231129 -0.054705188038758137 0.094815317449664094 0.12475354438386613 0.0025566253699581824 -0.022030923818906614 -0.097906286861395506 0.045890519722331172 -0.040483027297753812 leaf_weight=7536.9796090336949 1.7895408009063718 1.152041312598157 0.89541442960035045 1.8608336821198488 2.4804164480301543 6.5409404458478155 1.8114504143595689 1.624319198541343 12.092169019153514 1.0630971205537205 22.348594093578868 6.4335814891237622 6.0449735141010015 8.2535334397107345 45.684150711279358 1.1457768827676762 3.8309795930981609 5.185540289618074 16.230178623634856 3.7395322263655544 3.013282012194396 3.8748053871095172 2.3758509792387477 11.754480266943572 1.5869129411876199 124.34140935570031 115.11535709579039 7.5533065088238827 12.660411591380582 9.986665774125866 leaf_count=81137 21 19 17 17 63 65 26 20 129 25 214 78 58 63 914 6 40 41 106 45 20 33 16 95 14 1532 1015 94 128 124 internal_value=0 -0.00250003 -0.0660329 -0.00205023 0.0197288 0.0108517 0.0192967 -0.0349069 0.0292914 -0.00933299 -0.0034391 0.00475788 0.0184865 -0.0209628 0.0119986 -0.00331034 -0.0352663 0.000793207 -0.055137 0.014438 -0.037159 0.0395452 0.0521736 0.0650145 0.0213398 -0.00683614 -0.0138019 0.00422486 -0.018636 0.00780244 internal_weight=0 442.47 3.11055 439.359 26.3388 23.8584 22.0689 3.43577 18.6331 1.95851 413.02 121.014 78.9005 42.1139 72.8556 46.8299 33.8603 12.0298 21.8305 5.60037 8.19882 26.0256 22.1508 19.775 8.02049 292.006 167.664 52.549 30.2004 22.6471 internal_count=86175 5038 61 4977 324 261 240 46 194 42 4653 1546 1214 332 1156 920 269 101 168 62 61 236 203 187 92 3107 1575 560 346 252 is_linear=0 shrinkage=0.1 Tree=760 num_leaves=31 num_cat=0 split_feature=6 5 3 4 0 0 7 9 6 3 9 9 8 5 6 8 0 1 1 8 9 9 2 9 4 8 4 0 6 4 split_gain=0.26093 2.45472 3.99179 4.86537 2.37721 2.51749 2.22647 3.70695 4.85674 4.9049 5.06643 4.73091 12.2203 4.17895 4.96411 3.93977 5.1234 3.88486 4.89201 3.74574 9.06758 5.89979 4.53309 8.38813 6.00641 4.51156 4.34121 4.35219 4.10955 3.69936 threshold=56.100383758544929 2.7435066699981694 634.71594238281261 0.055514499545097358 0.25002999603748327 0.11982686817646028 108.62688064575197 1.181110739707947 53.402170181274421 462.11274719238287 1.1963809728622439 1.1477001309394839 52.66233285500001 2.5960299968719487 54.320377349853523 57.860806910000001 0.35939337313175207 168.92400360107425 122.09254837036134 86.805891860000017 1.1243017911911013 1.1442847251892092 960.48999023437511 1.1043708920478823 0.079994998872280135 52.371645130000012 0.11800333112478258 0.15990499407052997 48.697698593139656 0.017374999821186069 decision_type=8 10 8 8 8 10 8 2 10 8 2 2 10 10 10 10 10 10 10 10 2 2 10 2 10 10 10 10 10 10 left_child=6 -2 3 -3 5 -5 -1 11 -9 10 -10 19 13 14 -13 -12 17 18 -17 20 22 -22 23 24 25 -8 27 -26 -21 -24 right_child=1 2 -4 4 -6 -7 7 8 9 -11 15 12 -14 -15 -16 16 -18 -19 -20 28 21 -23 29 -25 26 -27 -28 -29 -30 -31 leaf_value=-1.7154299774434712e-05 -0.00031928768438211334 -0.09779810109267234 0.097390700231729535 0.060592029095994572 0.034230411283051744 -0.064104344573562608 0.00091588136418461271 -0.054408078682652253 -0.11699126932253662 0.083345281500393567 0.069275539251223914 0.098810197855117521 0.12385412510981245 -0.11079067150896521 -0.10896692142153475 -0.0084076954594407109 -0.11305533702420707 -0.14680432183228018 0.14727899013316798 -0.092258898937497794 -0.15287036056886324 0.015930589041160053 -0.049603059482765187 0.12222911375864309 -0.0055375354741071491 -0.071392128743447553 -0.018938576275234906 0.10851658043698482 0.082299010222285043 0.039997867231204465 leaf_weight=3286.0077195878398 4436.5407602616606 9.4721571994496117 2.2958097278615233 2.0078018150888974 7.4014350688448838 8.3618972266085603 14.658454317599533 18.424447779389084 3.8100160245085162 7.0931654609885291 7.1097725890576866 3.4141809176653641 12.723141122412924 3.673138246871531 1.7337864339351652 6.9325259789511602 4.3228431693237317 1.3044531090854423 2.8472150635716389 1.5256471261382092 5.6707758815027756 3.2613691026344895 5.0187452062964431 4.8274458283558479 5.7878281912526308 20.977542044580332 13.876215952447636 7.9292215273162583 11.628535374766214 56.285876412639482 leaf_count=37492 42798 193 109 23 617 95 89 1790 81 196 58 33 130 97 41 380 166 44 73 39 50 34 26 40 88 338 151 114 253 537 internal_value=0 -0.000510587 -0.0292423 -0.0399138 -0.00906093 -0.0399604 0.000641567 0.0102688 -0.0131862 0.00953935 -0.010346 0.0172982 0.0611437 -0.0293069 0.0288328 0.00769922 -0.020716 0.0152965 0.036918 0.0110609 0.00621061 -0.0912365 0.0129391 -0.00482753 -0.0145281 -0.0416491 0.020498 0.0603921 0.0620535 0.0326626 internal_weight=0 4466.08 29.5391 27.2433 17.7711 10.3697 3510.84 224.836 51.8444 33.42 26.3268 172.992 21.5442 8.82111 5.14797 22.5168 15.407 11.0842 9.77974 151.448 138.293 8.93214 129.361 68.0567 63.2293 35.636 27.5933 13.717 13.1542 61.3046 internal_count=86175 43835 1037 928 735 118 42340 4848 2788 998 802 2060 301 171 74 721 663 497 453 1759 1467 84 1383 820 780 427 353 202 292 563 is_linear=0 shrinkage=0.1 Tree=761 num_leaves=31 num_cat=0 split_feature=6 1 7 7 9 9 0 6 7 0 9 1 3 4 5 9 8 1 0 3 3 8 8 5 3 0 1 0 1 3 split_gain=0.273818 1.12289 1.41794 4.36904 1.63743 3.473 2.50138 3.70942 2.40056 2.08185 1.95645 1.61441 1.56649 1.50401 1.90068 1.67338 3.40217 1.93519 3.10761 1.69942 3.05595 2.82297 2.66243 2.05333 1.80591 1.69058 1.96196 1.64906 1.5109 1.48633 threshold=49.680486679077156 42.885000228881843 89.889560699462905 89.466571807861342 1.2375842332839968 1.1661193370819094 0.14000999927520755 49.212829589843757 92.734897613525405 0.16470500081777575 1.521198630332947 49.80999946594239 487.31999206542974 0.05711800046265126 2.599985003471375 1.521198630332947 87.182795360000014 105.36164855957033 0.1799832955002785 282.97850036621099 106.61238098144533 59.244131955000007 83.507371530000015 2.6900134086608891 13029.415039062502 0.1399999335408211 126.77050018310548 0.14911996573209765 114.81845092773439 396.35794067382818 decision_type=8 10 10 10 2 2 10 10 8 10 2 10 10 10 10 2 8 10 10 10 10 8 8 10 8 10 10 10 10 10 left_child=1 -1 3 11 5 6 7 -4 -7 -8 -6 -3 -5 14 -13 19 -17 -18 -19 20 21 -16 -22 24 -21 -23 28 -24 -27 -11 right_child=-2 2 4 12 10 8 9 -9 -10 29 -12 13 -14 -15 15 16 17 18 -20 23 22 25 27 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.032700439360068383 -8.2206071230282434e-05 0.083553390628492874 0.01503169570180197 -0.13570702075429916 -0.052611445966141784 0.12627838687692669 0.12090902199268004 -0.10411282583679358 0.037010755715200322 0.038761947888390554 0.075279538845183749 0.089009591158477092 -0.014614700426742663 -0.035734414530881088 0.14788540556961158 0.13428357512103106 0.021352688357027368 -0.12088695561644336 -0.010120069740054003 0.079525803027212891 -0.10054156451737176 -0.049463693369413059 0.05975073733483776 -0.013096944156447196 -0.022503596281175021 0.024878655708716002 -0.031319815454147186 -0.048472428238954812 0.13969785715383629 -0.011427736192109548 leaf_weight=7.717248523125817 7832.9246533632395 2.447432905646564 6.7955273330444452 3.1769887708887827 5.7612294840091627 4.6952555002644631 2.1215621386654702 4.245746292595868 8.4054094888269901 13.992440221365543 1.5095792500869718 2.6924216121315103 1.6095259190769864 9.6203133917588257 1.7271404359489686 1.2291149483862653 3.8293504547327766 4.768444495595757 5.4023871755343862 9.5951910866424441 4.6465745874875184 3.2939785420785483 2.6198943681083628 5.4769634071385545 2.117656222777442 2.5653634212940233 2.6789986033800233 3.0437326393439434 2.0714667401698534 10.202917074551804 leaf_count=302 83415 81 85 50 315 42 21 52 74 151 73 67 41 266 19 88 41 98 58 93 115 73 32 253 26 58 22 29 43 92 internal_value=0 0.00437869 0.00654088 -0.00256394 0.0183084 0.0247014 0.00916548 -0.0307834 0.0690041 0.0259261 -0.0260585 0.00377163 -0.0949882 0.000873689 0.00697115 0.00295995 -0.0252342 -0.0392387 -0.0620515 0.0137383 -0.00425605 0.0293252 -0.0444385 0.0374454 0.0610791 0.0100251 0.0368101 0.00158971 0.0761732 0.0175975 internal_weight=0 140.06 132.343 74.6129 57.7297 50.4589 37.3582 11.0413 13.1007 26.3169 7.27081 69.8264 4.78651 67.379 57.7587 55.0663 15.2293 14.0002 10.1708 39.837 22.6471 12.3369 10.3102 17.1898 11.7128 10.6098 7.31583 5.66363 4.63683 24.1954 internal_count=86175 2760 2458 1553 905 517 401 137 116 264 388 1462 91 1381 1115 1048 285 197 156 763 391 215 176 372 119 196 123 61 101 243 is_linear=0 shrinkage=0.1 Tree=762 num_leaves=31 num_cat=0 split_feature=3 1 0 0 4 7 4 0 8 1 8 7 8 5 8 2 4 5 7 7 7 6 5 0 5 0 7 7 9 7 split_gain=0.27107 1.77203 2.19404 2.67018 3.06692 2.4714 2.37167 3.66263 3.12384 2.83991 2.51889 3.36803 7.3786 2.81966 2.87852 2.35145 7.28667 4.7377 3.16041 2.74293 2.65318 2.3094 2.29747 2.2946 4.58094 4.27399 3.54049 2.64734 2.3348 2.17812 threshold=1.224454998970032 86.798252105712905 0.062083277851343162 0.05947499908506871 0.089007500559091582 107.47714233398439 0.10502399876713754 0.3335500061511994 60.076609070000011 88.755001068115249 59.778939185000006 92.556716918945327 60.751124400000009 2.6252865791320805 73.638540480000017 267.69500732421881 0.087293002754449858 2.6475050449371342 97.049575805664077 96.506027221679702 99.014732360839858 55.397573471069343 2.5777766704559331 0.13002999871969226 2.6766099929809575 0.10000500082969667 95.183742523193374 88.89941787719728 1.0580517053604128 90.947826385498061 decision_type=10 10 8 10 10 10 10 10 8 10 10 10 10 10 8 10 8 10 10 8 8 10 10 10 8 10 10 10 2 10 left_child=1 -1 3 4 -3 6 9 8 -8 -4 15 29 -13 14 -14 18 17 19 21 -17 -20 -11 -7 24 -19 -26 27 -25 -29 -12 right_child=-2 2 5 -5 -6 22 7 -9 -10 10 11 12 13 -15 -16 16 -18 23 20 -21 -22 -23 -24 26 25 -27 -28 28 -30 -31 leaf_value=-0.014006621105046944 0.00010271730524709698 0.0059704269484501769 0.046674355905739484 0.12980440716309138 0.12209430295182583 -0.031877281133620414 0.089105809900260943 -0.035075958130488707 -0.04105107771077901 -0.015287480615970737 -0.0001319946545650989 0.15852089097025637 0.17817114443531412 -0.12374871320903258 -0.076374127822558077 -0.098002634016151557 -0.12438579703316939 0.10972390255621436 -0.11363414545775455 -0.011172964267270916 -0.0051712093540160313 0.067434982842575195 0.1203024380110702 -0.0024643638860167077 -0.12448398691611065 0.059995748223770608 0.059525782415978647 -0.17134317626019877 -0.044669934036681319 -0.12040729261119582 leaf_weight=95.255159830439084 7715.8696554915732 19.084688517716138 8.355232190609966 2.4572370071846867 2.5820685878625218 1.468458802229178 9.1740834908559918 5.7067261626630161 2.3078486137092122 5.7289838438337055 19.468072686200976 4.1526751518249503 0.90282738527275808 1.8372789171553447 0.8746667464147323 9.4574368335306609 7.813896241485053 5.0632354505360135 3.2895429655909512 5.9126310944557199 7.1732569597661504 8.2128477153019031 3.0579239861108363 7.9615330658853072 2.3251020782627174 2.7308397674933076 4.6363800019025794 2.2333039054647088 4.1755090970546007 1.6318803936082975 leaf_count=2617 81936 161 81 16 20 49 74 194 25 63 295 27 26 16 33 80 52 28 16 29 46 60 39 56 18 27 23 15 31 22 internal_value=0 -0.00321092 0.00322525 0.0310131 0.0198091 -0.00171646 -0.00422424 0.0304012 0.0629445 -0.00944787 -0.0138891 0.0112903 0.0675873 -0.0368778 0.0529149 -0.023364 -0.0353224 -0.0196821 0.00226812 -0.0646006 -0.0392724 0.0334426 0.070932 0.00402191 0.0424895 -0.0248419 -0.0164582 -0.0409733 -0.0888122 -0.00943414 internal_weight=0 255.031 159.776 24.124 21.6668 135.652 131.126 17.1887 11.4819 113.937 105.582 28.8674 7.76745 3.61477 1.77749 76.7145 52.3099 44.496 24.4046 15.3701 10.4628 13.9418 4.52638 29.1259 10.1192 5.05594 19.0067 14.3703 6.40881 21.1 internal_count=86175 4239 1622 197 181 1425 1337 293 99 1044 963 419 102 75 59 544 359 307 185 109 62 123 88 198 73 45 125 102 46 317 is_linear=0 shrinkage=0.1 Tree=763 num_leaves=31 num_cat=0 split_feature=8 8 4 1 2 9 1 0 0 9 3 7 0 8 7 2 8 9 9 7 7 6 3 3 1 3 7 0 2 5 split_gain=0.262516 2.19271 3.1305 4.72037 3.84817 3.94574 5.95739 3.04661 3.46673 3.49944 2.77536 4.40223 2.65776 6.24089 5.66477 6.42912 4.5868 5.37625 5.86321 3.06375 2.91382 4.76038 3.1146 2.85038 4.89806 3.31059 3.34768 3.65961 3.515 2.71044 threshold=83.598192555000011 83.673071915000023 0.030000999569892887 85.037765502929702 302.36500549316412 1.2779839038848879 91.284999847412124 0.12000017985701562 0.15990499407052997 1.3295322060585024 362.83680725097662 90.894676208496108 0.13002999871969226 83.723137205000015 92.214447021484389 1365.7219848632815 84.004879095000021 1.203055262565613 1.3268429040908816 92.096240997314467 91.294353485107436 56.262248992919929 277.30780029296881 4107.3850097656259 93.325000762939467 192.80765533447268 89.276966094970717 0.09000007808208467 458.76499938964849 2.6299934387207036 decision_type=8 8 8 10 10 2 10 8 10 2 10 10 8 10 8 10 10 2 2 8 10 8 8 8 8 10 10 8 10 10 left_child=-1 2 -2 7 -5 6 -6 -4 -9 -10 -7 -12 13 14 -3 -16 17 -15 23 20 21 -18 -22 24 25 -19 -27 28 -28 -21 right_child=1 12 3 4 5 10 -8 8 9 -11 11 -13 -14 16 15 -17 19 18 -20 29 22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0002443032340885037 0.10081935362096367 0.03095538429129413 0.13183324273603611 0.051842544111051672 -0.052699221864005566 -0.1170769143495474 0.10232753970121711 -0.030741093524698278 0.14422544525519473 -0.0065394487182108664 0.057371210728845691 -0.098404350635892299 0.0029344582526870705 -0.11691874509623917 -0.065591048630505785 -0.25165967654411048 -0.0016852654053009924 0.12260656792776613 -0.09691816977042958 -0.056422598312769245 0.11191360897053292 -0.10896185208083138 0.0075635682168029615 0.14887516115089897 -0.090809680552435726 0.10017878496547082 -0.066368301058383677 -0.036660138142109902 0.099899475659561685 -0.01501679990389594 leaf_weight=6771.0511856031153 4.5504091456530631 3.4675790593027473 4.1886094585061056 7.8417264670133617 5.4312425963580626 5.7917789965867978 4.5599608421325684 4.9482565112411958 3.6718644513748586 2.6511655151844025 3.4602046683430672 3.8135711476206779 907.04059962507313 2.4222476202994576 6.4211532101035118 2.6124947741627693 93.902585512834776 5.5012656273320415 2.9788711592555037 21.789208831985889 4.4580301964679139 4.3271007891744366 7.9811855063890116 2.6615016423165789 2.5784090496599665 5.7682620948180583 1.6471899151801972 7.8509738855063986 5.5744271967560053 57.607610655881217 leaf_count=64918 26 26 32 48 33 34 22 33 30 19 17 30 15656 41 49 12 1781 53 19 1202 83 25 156 13 13 61 18 69 54 1602 internal_value=0 0.0013619 0.0216696 0.0139005 -0.00867088 -0.0292518 0.0180546 0.0590122 0.0319506 0.0810117 -0.065427 -0.0243004 0.000460238 -0.00890823 -0.0776955 -0.119401 -0.00512083 0.0271006 0.0371944 -0.0113905 -0.000636667 -0.00641089 0.0449611 0.0498441 0.0407305 0.0536059 0.0353921 0.0105983 0.0619752 -0.02638 internal_weight=0 1197.5 50.9088 46.3584 30.8985 23.0568 9.9912 15.4599 11.2713 6.32303 13.0656 7.27378 1146.59 239.55 12.5012 9.03365 227.049 36.9831 34.5609 190.066 110.669 98.2297 12.4392 31.582 28.9205 26.3421 20.8409 15.0726 7.22162 79.3968 internal_count=86175 21257 324 298 184 136 55 114 82 49 81 47 20933 5277 87 61 5190 341 300 4849 2045 1806 239 281 268 255 202 141 72 2804 is_linear=0 shrinkage=0.1 Tree=764 num_leaves=31 num_cat=0 split_feature=2 9 8 4 9 7 7 5 1 3 7 5 2 1 9 8 8 3 1 1 1 3 1 3 6 3 3 9 1 3 split_gain=0.266964 1.46172 4.79578 5.69977 5.8297 5.2624 4.23841 4.00358 7.1788 3.31911 3.12992 4.40405 2.97881 2.91881 3.22693 6.5334 4.22317 4.72079 3.71445 5.60371 4.62384 4.20976 3.45729 4.58703 3.44261 4.10779 4.83412 5.64346 4.34447 3.91589 threshold=2742.005004882813 1.204683840274811 75.253016200000005 0.040001999586820609 1.1844688057899477 106.21330642700197 91.294353485107436 2.6798100471496586 87.930801391601577 1097.6350097656252 92.556716918945327 2.6798100471496586 10274.441406250002 95.72259902954103 1.3875452280044558 72.910438015000011 76.526457160000021 206.50534820556643 83.832332611083999 83.523078918457045 85.366905212402358 1047.414978027344 87.354000091552749 3769.515014648438 55.355739593505866 45.620000839233406 55.850948333740241 1.406809985637665 70.68500137329103 27.755000114440922 decision_type=8 2 10 8 2 8 8 10 10 8 10 10 8 8 2 10 10 8 10 8 10 10 10 10 8 10 10 2 10 10 left_child=-1 2 -2 6 5 -5 7 8 9 -4 12 -12 -8 14 18 -16 24 -18 19 21 -20 -3 -19 -24 -17 29 28 -28 -27 -26 right_child=1 13 3 4 -6 -7 10 -9 -10 -11 11 -13 -14 -15 15 16 17 22 20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31 leaf_value=0.00030144638043024094 -0.0011136698377596564 0.0049354572582434022 -0.13663062923432456 0.046826469947940631 0.1066353927893372 -0.064226916649730043 0.10602227760765598 -0.071610694992899834 0.072289451162244431 -0.015783538045808395 -0.015642894459026207 0.06190379676892032 -0.014788204600231128 0.00044359332190282893 0.13192204180270015 0.059226532473736118 0.12395654099406568 -0.04465321363181509 -0.081713210521536003 0.13604519399033474 -0.022421231491738591 -0.049799510920204369 -0.051442478181672135 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0.00978717 0.0729569 -0.00416332 -0.0119035 0.00394616 -0.0016997 0.0369383 -0.0185697 -0.00229834 -0.0291878 -0.00706954 0.0114964 0.0488148 -0.0143206 -0.021491 -0.0491632 -0.017322 -0.102989 0.00346582 internal_weight=0 1717.2 898.644 114.524 39.7872 26.8885 74.7368 31.2399 20.082 11.4969 43.4969 33.2299 10.267 818.551 305.416 90.4236 86.603 21.3233 214.992 84.8962 130.096 82.066 16.4993 9.91172 65.2797 59.4807 28.2059 17.7221 10.4838 31.2747 internal_count=86175 20910 8140 1138 557 394 581 272 135 74 309 226 83 12770 4238 1080 1015 175 3158 1631 1527 1600 135 76 840 795 341 233 108 454 is_linear=0 shrinkage=0.1 Tree=765 num_leaves=31 num_cat=0 split_feature=8 8 3 0 7 2 8 2 5 3 6 9 7 2 5 5 2 3 3 8 9 9 8 3 7 8 5 1 9 6 split_gain=0.282026 2.46999 4.75608 7.64331 3.7785 4.7718 4.6951 3.40951 3.21873 3.93876 3.94538 3.01182 3.25392 2.7801 3.54812 2.77986 2.51719 2.89507 2.44886 2.20344 3.78706 8.4091 4.36315 2.8978 4.27623 4.11375 3.7002 3.47812 2.55973 2.28913 threshold=86.904427585000022 85.351314280000011 48.10499572753907 0.11982686817646028 97.585292816162124 35.120000839233406 86.805891860000017 7005.5219726562509 2.4801000356674199 697.06835937500011 50.680240631103523 1.1477001309394839 102.27501678466798 3759.551635742188 2.5890133380889897 2.6099965572357182 302.36500549316412 68.530090332031264 85.202899932861342 87.489998390000011 1.6201764941215517 1.1493571400642397 87.420011245000026 81.177448272705092 90.192985534667983 87.385966165000013 2.6399934291839604 157.25249481201175 1.6643133759498598 51.108139038085945 decision_type=10 10 10 10 8 10 10 10 10 10 10 2 10 10 10 10 10 10 10 10 2 2 10 10 10 8 10 10 2 10 left_child=1 -1 4 7 -3 -6 -7 -4 -5 10 15 -8 -13 14 -11 -10 17 -12 -19 20 21 22 -2 27 25 26 -25 -22 29 -28 right_child=19 2 3 8 5 6 11 -9 9 13 16 12 -14 -15 -16 -17 -18 18 -20 -21 23 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=-5.922540942192902e-05 0.02662027517722583 0.077710545067192549 0.072996744162729041 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34.345534404768841 13.690333412387188 2.344343462958931 3.9067350486293497 31.767202046699822 5.2553480779752126 6.8728309627622348 2.9997632680460802 3.4478939399123183 3.9380284547805786 leaf_count=72960 148 62 237 14 53 97 16 18 9 18 18 23 23 30 49 43 198 17 44 8598 305 2634 16 27 323 54 48 32 21 40 internal_value=0 0.000136812 0.0168221 0.0311749 -0.0209662 -0.0368295 -0.0583622 0.0641794 -0.00526499 0.00288894 0.0235326 0.0242762 -0.0670992 -0.0642215 -0.121453 -0.0762044 0.0417266 -0.00706952 -0.0416025 -0.00255297 -0.0138211 -0.0450283 0.00468281 -0.00387595 0.0106813 -0.0217374 0.000804711 -0.0253884 0.0244288 0.000500973 internal_weight=0 7551.31 87.6909 63.5524 24.1385 20.7955 17.2998 33.3482 30.2042 28.4304 21.7423 4.91992 2.08126 6.6881 3.74061 3.35433 18.388 6.71252 5.25854 411.03 122.022 29.4884 15.7981 92.5333 55.188 23.4208 18.1655 37.3453 14.2588 10.8109 internal_count=86175 73929 969 695 274 212 159 255 440 426 329 62 46 97 67 52 277 79 61 12246 3648 2798 164 850 513 190 136 337 109 88 is_linear=0 shrinkage=0.1 Tree=766 num_leaves=31 num_cat=0 split_feature=0 5 5 0 8 3 5 6 5 5 4 1 9 7 6 7 1 0 2 2 2 2 9 6 9 2 6 5 9 2 split_gain=0.297814 1.33188 1.59273 0.903604 1.95136 2.0582 2.00272 1.97153 1.10095 1.03602 1.00364 0.765942 1.2229 1.19023 1.28882 1.01926 1.41809 1.26533 0.92924 1.55443 1.26698 2.33743 1.14667 3.93566 1.30293 1.42393 1.12327 1.04838 0.971205 0.830366 threshold=0.86050000786781322 2.5600099563598637 2.7329149246215825 0.80524998903274547 74.797592850000015 2.920450091362 2.3904000520706181 52.311855316162116 2.4801000356674199 2.5491399765014653 0.12381000071763994 157.25249481201175 1.6024157404899599 98.23557281494142 54.065002441406257 93.559375762939467 112.89480209350587 1.0609999895095827 776.60021972656261 677.77099609375011 364.11500549316412 282.41656494140631 1.0132265686988833 64.527114868164077 1.0415483117103579 214.95999908447268 73.543857574462905 2.5099099874496464 1.3185774087905886 26.836180686950687 decision_type=10 10 10 10 8 8 8 8 10 10 10 8 2 8 8 10 10 8 8 8 8 8 2 8 2 10 8 8 2 10 left_child=3 11 -3 -1 5 -5 -7 -8 -6 -10 -9 12 13 14 15 16 -2 -17 19 20 21 22 26 24 -24 28 -15 -23 29 -26 right_child=1 2 -4 4 8 6 7 10 9 -11 -12 -13 -14 18 -16 17 -18 -19 -20 -21 -22 27 23 -25 25 -27 -28 -29 -30 -31 leaf_value=1.8960586520209555e-06 -0.057283336214431657 -0.064871050279254591 0.036795909957722105 -0.07148789016400893 -0.11571814992126393 -0.044164650074590896 -0.0098431253532546663 0.14092483659980679 0.086929124233576696 -0.074733270672016447 0.058173603001659913 0.056861388979506239 -0.095167673992002572 -0.093010571876084802 0.067031081171157955 -0.11315740706729574 0.11458866984600423 0.023276143771046018 -0.10969899902715802 0.14808597183266015 -0.077625348473149683 0.026441805426506135 0.093853885889812083 -0.16375343345358898 0.028217384891282601 0.052604423006534062 0.050271004342739449 0.14465169904950911 -0.10037353934623594 -0.039234570377125022 leaf_weight=7895.1202577340619 0.7880084275676017 7.01808008572152 1.9744474058097692 1.3260373718567233 1.296998940058985 1.5079759350046504 1.8229797194653663 3.7469568715605419 0.81692441331688292 0.77012299728085054 2.4072467578807846 2.2358012353070071 1.3977555585597645 0.63962467987217309 4.8095843909286495 1.3891599660273639 1.2284067086657158 1.3311452253783502 0.91078876048777502 0.63116242132673406 2.5551435281822696 1.7120778826720191 1.1136301206424857 1.8842196840537315 2.5277144939682312 2.307400706151383 3.784342767088674 1.3354947537009136 1.8275684053874091 6.565623646351014 leaf_count=84318 38 262 38 40 24 32 20 41 22 51 32 35 101 119 80 28 42 36 74 12 85 33 16 108 88 39 63 13 116 169 internal_value=0 -0.00769817 -0.0425485 4.64144e-05 0.0257106 0.0452067 0.0615208 0.0814992 -0.0473729 0.00848161 0.108556 -4.97149e-05 -0.00333432 0.000103193 0.0305672 -0.00645765 0.0474217 -0.0463955 -0.0103599 -0.00699441 -0.0107228 -0.0035092 -0.0155743 -0.0278786 -0.0100276 -0.0187729 0.0295551 0.0782433 -0.0338537 -0.0204847 internal_weight=0 49.9672 8.99253 7908.82 13.6952 10.8112 9.48516 7.97718 2.88405 1.58705 6.1542 40.9747 38.7389 37.3411 9.5463 4.73672 2.01642 2.72031 27.7948 26.884 26.2528 23.6977 20.6501 16.2262 14.3419 13.2283 4.42397 3.04757 10.9209 9.09334 internal_count=86175 1595 300 84580 262 165 125 93 97 73 73 1295 1260 1159 224 144 80 64 935 861 849 764 718 536 428 412 182 46 373 257 is_linear=0 shrinkage=0.1 Tree=767 num_leaves=31 num_cat=0 split_feature=0 6 6 8 7 7 7 1 1 3 5 9 9 9 8 8 0 0 9 7 9 7 8 3 7 3 9 1 8 4 split_gain=0.284634 0.374236 0.631127 0.554112 0.497707 0.354618 0.411655 0.300458 0.410828 0.299565 0.299149 0.26246 7.71936 4.89726 5.15366 4.60026 5.13661 2.98311 2.95038 5.35263 4.27723 5.87284 3.8485 5.61426 4.17797 3.87015 2.66961 2.56324 5.39091 5.19479 threshold=1.4203000068664553 51.514183044433601 55.266059875488288 72.513157530000015 109.19346237182619 106.59830856323244 99.014732360839858 107.9310989379883 69.704998016357436 33.204999923706062 2.7900149822235112 1.4711266160011294 1.5024287104606631 1.4836104512214663 74.493741635000021 74.751024620000024 0.31004999577999121 0.09000007808208467 1.4366575479507449 92.847381591796889 1.4225609302520754 101.85602951049806 74.198335955000019 4107.3850097656259 98.391803741455092 865.23950195312511 1.4555323123931887 92.16300201416017 74.879702425000019 0.15999799966812137 decision_type=10 8 10 10 8 10 10 10 10 10 10 2 2 2 10 10 8 8 2 8 2 10 10 10 10 10 2 8 10 10 left_child=11 -2 4 10 -3 6 7 8 -5 -6 -4 18 13 14 -13 17 -17 -16 20 -20 -1 -22 24 27 -21 -26 -25 28 29 -24 right_child=1 2 3 5 9 -7 -8 -9 -10 -11 -12 12 -14 -15 15 16 -18 -19 19 22 21 -23 23 26 25 -27 -28 -29 -30 -31 leaf_value=-2.2185296352167116e-05 0.053530443108664144 -0.11426081112344372 -0.10240858966566924 -0.062298800728953607 0.019616601747290935 -0.053703815967389705 0.078208394968609943 -0.055909472064014268 0.0674512945902878 -0.073580046745292463 0.10882282261079848 -0.11316505084159233 0.00089673727057473893 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40 11 41 28 1 255 8022 1006 21 344 28 30 950 141 925 77 128 54 117 21 101 304 489 45 internal_value=0 -0.0195612 -0.0264491 -0.00290163 -0.0659032 0.013719 0.0287044 -0.00025375 0.0295432 -0.0253678 -0.0812678 1.59767e-05 -0.00210927 -0.0495318 -0.0215653 0.00485041 -0.0511613 0.0545313 0.000171324 0.0141069 -0.000114461 -0.0639673 0.0176389 0.0213465 -0.0545064 0.0346003 0.0714233 0.0131539 0.00520607 -0.0312182 internal_weight=0 7.43347 6.79329 4.25423 2.53907 3.50983 2.87159 1.81177 1.18001 1.38125 0.744399 7949.72 541.51 32.279 21.299 16.5316 7.77069 8.7609 7408.21 148.871 7259.34 10.4755 143.879 136.846 7.03253 3.00986 19.2404 117.606 91.1797 28.1074 internal_count=86175 591 547 364 183 142 113 73 62 104 222 85584 9706 1684 678 423 372 51 75878 2350 73528 1002 1400 1121 279 138 155 966 662 173 is_linear=0 shrinkage=0.1 Tree=768 num_leaves=31 num_cat=0 split_feature=5 9 6 1 0 9 3 8 3 4 7 0 9 1 9 8 8 8 7 6 1 4 2 5 7 6 7 7 2 7 split_gain=0.275053 2.6032 4.63866 6.46487 4.59496 6.09001 4.74981 4.34071 7.16265 6.59156 5.30375 4.71687 4.2031 6.62917 4.15987 5.06114 6.49419 7.42911 4.36239 4.47877 4.14333 5.74393 3.88078 3.91135 4.78299 3.82958 3.79376 6.63549 3.69306 4.18225 threshold=2.6485567092895512 1.2358905673027041 54.031345367431648 105.00469970703126 0.11982686817646028 1.27454149723053 16.667900085449222 68.343569515000027 70.163276672363295 0.090991999953985228 88.122100830078139 -0.019999990239739415 1.2476399540901186 106.99300003051759 1.0727607607841494 57.860806910000001 59.244131955000007 64.373716720000019 91.294353485107436 52.197921752929695 99.982028961181655 0.12996499985456469 1548.749450683594 2.7192049026489262 91.69946670532228 62.096370697021491 100.50041580200197 101.68435668945314 272.85049438476568 89.776916503906264 decision_type=10 2 8 10 8 2 10 10 10 10 8 10 2 8 2 10 8 10 8 10 8 10 10 10 8 8 10 10 10 10 left_child=-1 14 7 20 5 -5 -6 8 11 10 -10 -3 13 -13 15 25 -17 -18 19 -16 -4 -22 23 24 -11 -2 -27 -28 -21 -30 right_child=1 2 3 4 6 -7 -8 -9 9 22 -12 12 -14 -15 18 16 17 -19 -20 28 21 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.00035566269174782582 -0.0013583371108314959 0.20009564180611839 -0.012443139750038303 0.074666010583975859 -0.00086419176615724891 -0.067406313231414564 -0.093504595500396526 0.0083906393987818063 0.046860080335310077 0.11359312828474406 -0.10123313334525695 -0.10769458234881352 0.0040821834348220088 0.072295788897201521 0.0044333720094148097 -0.1259715506107921 0.10803377028955796 -0.10853429931914194 0.010002064547051982 0.058292800443133265 0.0063048010076773089 0.17847756220520294 -0.071835294504676503 0.17782340450635348 -0.051967648729726805 -0.07051228558433674 0.17303001765227868 -0.11835594162202344 -0.0017243778775394851 -0.042814982324757306 leaf_weight=5858.4830882386468 330.04511200454112 1.1629296131432045 109.70954737162083 5.7625135034322721 7.1790794089211003 6.3330612510444553 24.159055081250472 270.42415311059904 2.7436216921810255 2.7896369063964794 20.395828883621107 8.0117363466415519 99.096708824496091 2.7481592149706566 223.09536772638603 7.7983336790639415 3.4988621091179093 2.8942201291411038 821.73795875126962 5.6332182586193076 6.5843902768715434 2.7456781225719169 4.5297451026490299 1.7077802810090359 4.6596060208939889 14.630423447336399 1.8459965474903577 1.3552744625058037 43.901452806778252 56.840168772730976 leaf_count=57062 2899 6 1350 34 161 447 1793 5670 462 27 2203 122 1500 20 2519 125 131 711 6940 44 278 25 67 31 86 377 12 306 350 417 internal_value=0 0.000979631 -0.00471191 -0.0190517 -0.052075 0.000279076 -0.0722821 0.000858237 -0.0129193 -0.051136 -0.0836739 -0.000242409 -0.00236317 -0.0617237 0.00316385 -0.00618509 -0.0647219 0.00999097 0.0061042 -0.00361754 -0.00700251 0.0569723 0.003874 0.0413255 0.0100325 -0.00379712 -0.0489363 0.0496703 -0.0205024 -0.0249084 internal_weight=0 2094.02 580.743 162.473 43.4337 12.0956 31.3381 418.27 147.846 36.8262 23.1395 111.02 109.857 10.7599 1513.28 362.068 14.1914 6.39308 1151.21 329.47 119.04 9.33007 13.6868 9.15702 7.44924 347.877 17.8317 3.20127 106.375 100.742 internal_count=86175 29113 14282 4088 2435 481 1954 10194 4524 2876 2665 1648 1642 142 14831 4561 967 842 10270 3330 1653 303 211 144 113 3594 695 318 811 767 is_linear=0 shrinkage=0.1 Tree=769 num_leaves=31 num_cat=0 split_feature=6 4 7 0 2 3 4 0 0 9 6 7 8 1 3 6 8 6 1 7 8 1 6 1 8 8 7 7 7 5 split_gain=0.318649 1.91185 2.6759 2.18303 1.67231 1.61572 1.50232 2.2051 2.68658 2.18285 1.4581 1.45631 4.10292 4.50603 3.36026 2.99762 3.54097 1.78254 3.08929 4.67089 2.62837 9.65134 4.61187 3.91631 4.33361 4.50273 4.78293 4.0599 4.4099 4.44706 threshold=51.514183044433601 0.10000333562493326 87.448143005371108 0.15000005066394809 123.49499893188478 8.6812500953674334 0.11000333353877069 0.17277343571186068 0.12254672870039941 1.054794490337372 48.697698593139656 86.067459106445327 72.792983550000017 103.16975021362306 257.75955200195318 53.275117874145515 56.807741540000009 52.404510498046882 184.69504547119143 88.833370208740249 84.718582635000018 106.99300003051759 52.225957870483406 103.47080230712892 60.522278915000008 70.190128230000013 88.358043670654311 93.060775756835952 91.294353485107436 2.684436678886414 decision_type=8 8 10 10 10 8 10 10 10 2 10 8 10 8 10 10 10 8 10 8 10 10 10 8 10 10 8 8 10 8 left_child=1 4 3 -3 5 -1 9 8 -8 -4 -7 12 13 -2 -14 -15 -17 18 20 -20 23 22 -22 24 27 26 -26 28 29 -13 right_child=11 2 6 -5 -6 10 7 -9 -10 -11 -12 17 14 15 -16 16 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.086748083449422517 0.10079914150284473 -0.02011154490136333 0.00050162725829726654 0.12091981497054834 -0.0015275862733499382 -0.024209739990545685 -0.028344212872177966 -0.051424276470039165 0.08125236677301631 -0.10678812900019814 0.063137934152328573 0.038386534695242218 0.001830996177775109 -0.079707226865213421 -0.12757058871246033 0.11672050679281068 -0.050393111915723189 -0.00014570136038419458 -0.049843824989862562 0.087817713975936018 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-0.000874071 0.0349643 -0.0361762 -0.0216016 0.0141013 -0.0713738 0.0453457 0.000196604 -0.025084 0.00808446 -0.0795422 -0.0263438 0.0282252 0.000276632 0.0061587 0.0537853 0.00480929 -0.0111096 -0.049987 0.00834148 0.0177357 0.0317053 0.0612194 0.00263616 -0.00802474 0.005216 internal_weight=0 747.709 33.6833 4.3978 714.026 12.7871 29.2855 20.7099 9.42572 8.57558 11.7822 7198.23 22.7145 14.1166 8.59792 10.2941 5.08954 7175.51 480.689 13.2442 467.445 84.8851 36.4416 382.559 205.448 106.717 34.8236 98.731 77.3516 59.1593 internal_count=86175 11735 447 66 11288 297 381 262 96 119 254 74440 285 179 106 131 56 74155 7042 130 6912 2613 1302 4299 2008 1072 445 936 741 598 is_linear=0 shrinkage=0.1 Tree=770 num_leaves=31 num_cat=0 split_feature=4 2 6 2 8 9 9 0 1 8 8 8 6 6 7 6 0 2 9 5 7 8 7 3 7 2 0 2 8 6 split_gain=0.301539 1.53507 1.66861 1.66361 2.70327 1.43071 1.43073 2.62443 2.43044 2.22826 3.32146 2.57668 1.86064 2.92728 3.96048 2.27938 2.17204 2.14687 2.04363 2.37292 1.99781 1.77592 1.7549 1.74154 1.84345 2.68692 1.70408 1.69486 1.57152 1.50629 threshold=0.028823500499129299 109.0102005004883 59.624731063842781 1423.414978027344 65.379383525000009 1.0662164688110354 1.1209892034530642 0.11742848530411722 81.391963958740249 73.638540480000017 60.182958530000008 79.618289135000012 52.576929092407234 52.107950210571296 86.868511199951186 51.14306831359864 0.030000104568898681 14056.177734375002 1.1276808977127077 2.7299966812133794 88.204822540283217 88.297967175000011 87.72849273681642 161.82949829101565 90.372039794921889 5922.9660644531259 0.10262840241193773 11506.671875000002 83.723137205000015 50.726736068725593 decision_type=8 10 8 10 10 2 2 10 10 10 8 10 10 8 10 10 10 8 2 10 10 10 10 8 10 8 10 10 10 10 left_child=1 -1 5 -4 -5 -3 9 12 -9 10 23 -11 13 14 15 21 -15 28 22 26 -18 -8 -14 -7 25 -25 -20 -24 -16 -19 right_child=-2 2 3 4 -6 6 7 8 -10 11 -12 -13 18 16 17 -17 20 29 19 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.096177221381214484 9.8264890379312617e-05 -0.11191754669236016 0.12824577688853162 -0.13813766659201024 0.097040079377686661 0.086607791388111033 -0.073235718811716768 -0.14225386887276972 0.002086442093023336 -0.06501468526694569 0.10723627291180007 0.05883273326774692 -0.059946000332354546 -0.12346414375925041 -0.040246543616541425 0.088760991290104951 -0.10496780418766523 0.066500276687487841 -0.10926977377344593 0.077517453585766116 0.10103319370577711 0.054796584786160951 0.05929294491007317 -0.093998346377977562 0.052442880427989273 0.017553390486961661 -0.001005092800764337 -0.035025236661576246 -0.12894994654200406 -0.040622803210538488 leaf_weight=1.7777803868637239 7718.9099416615181 1.2226121321000381 1.9206916312450624 0.8442072546056355 1.1608411451734353 2.6413816255517348 2.4611798203077395 1.1768218699216948 133.89429862222642 5.5483870366588226 4.8408239041455081 2.4094196995720267 5.974505580961706 0.5931890071296938 3.6183828296598186 3.8149903192097554 0.52700452929275332 1.7630892432880507 8.5210338933975383 0.91194786238702441 4.4124070115649374 1.9352878154459174 3.8354583606123924 3.651353141292927 4.1772815845906743 5.2839315147139141 1.7529231310181792 3.7857203781604767 4.458053382273647 5.1376245238452611 leaf_count=134 79666 95 50 53 93 31 143 93 3956 53 49 26 34 21 68 143 53 56 273 87 133 51 21 44 35 49 54 19 408 184 internal_value=0 -0.00362317 -0.00288291 0.0617341 -0.00197936 -0.00404467 -0.00343725 -0.00659592 0.000828861 0.017424 0.0347891 -0.0275169 -0.0253403 -0.00801795 -0.023612 0.0322017 0.0573408 -0.0542127 -0.0454163 -0.0770757 0.0790542 -0.016877 -0.0193685 0.0125278 -0.00239477 -0.0280316 -0.0907979 0.0124416 -0.0892093 -0.0132535 internal_weight=0 224.053 222.275 3.92574 2.00505 218.349 217.126 188.574 135.071 28.5526 20.5948 7.95781 53.5028 28.7212 23.1886 8.21146 5.5326 14.9771 24.7816 11.1859 4.93941 4.39647 13.5957 15.7539 13.1126 8.93528 10.274 7.62118 8.07644 6.90071 internal_count=86175 6509 6375 196 146 6179 6084 5797 4049 287 208 79 1748 1260 1053 337 207 716 488 414 186 194 74 159 128 93 327 40 476 240 is_linear=0 shrinkage=0.1 Tree=771 num_leaves=31 num_cat=0 split_feature=1 8 8 8 1 9 7 9 9 6 5 2 3 7 3 3 2 6 9 1 9 9 9 9 2 7 2 2 0 0 split_gain=0.273586 2.07936 6.12866 6.1071 4.5494 8.55698 10.9678 4.4077 8.26002 4.40721 4.82219 4.30827 4.30075 4.2259 4.59528 6.16238 4.82672 4.76708 4.19524 7.51848 4.02537 13.5658 12.6341 8.55902 7.46095 5.01242 4.61245 3.81378 3.71751 3.59602 threshold=113.19015121459962 46.426018395000007 48.641006055000013 44.85843363 93.325000762939467 1.0299918651580813 97.345504760742202 1.0232319235801699 1.024965286254883 59.514837265014656 2.5197299718856816 346.63420104980474 61.862352371215827 99.411361694335952 2.2710633277893071 6.710400104522706 370.52030944824224 54.282121658325202 1.1010892987251284 68.712821960449233 1.018160939216614 1.0232319235801699 1.016515374183655 1.0283345580101015 176.28599548339847 86.067459106445327 101.57119750976564 58.920650482177741 0.40495000779628759 0.11982686817646028 decision_type=8 10 10 8 10 2 8 2 2 8 10 10 10 10 10 10 10 10 2 10 2 2 2 2 10 10 10 10 10 8 left_child=1 3 4 18 20 11 12 9 -9 10 -4 -6 -7 14 -5 -16 -17 29 -1 -20 22 -22 24 -23 26 -25 -3 -21 -27 -18 right_child=-2 2 7 13 5 6 -8 8 -10 -11 -12 -13 -14 -15 15 16 17 -19 19 27 21 23 -24 25 -26 28 -28 -29 -30 -31 leaf_value=-0.00015731171088053869 -0.00090323784182186416 -0.0575011719534579 -0.11430673882762832 -0.088331126863381834 0.082319317433800623 -0.047402168798566242 -0.11659710700536784 -0.12488170060833753 0.00012098277542297945 0.059996787680767584 0.019502665885150348 -0.052549088273690051 0.058974543410951763 -0.044798912824858622 0.1420848376055501 0.10638711374893356 0.12660545341102608 0.11258972858700411 -0.12451860904718055 -0.074841502808813062 -0.13622491705787473 0.074765848755752484 0.099700789643919152 -0.11811745577110822 -0.14631761520360251 -0.056968410003324081 0.088482407710878508 0.059638537678260641 0.082359169150938147 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-0.0132477 -0.0601926 -0.0564802 -0.00395282 0.049941 -0.0025692 0.00629316 internal_weight=0 5557.83 5046.96 510.873 102.103 42.0093 25.9372 4944.86 4902.7 42.1573 17.7233 16.0722 15.8974 56.8961 51.2538 48.8409 42.1361 33.6742 453.976 34.197 60.0933 37.4136 22.6796 22.4938 15.4036 15.0844 9.31854 31.5166 8.04649 28.729 internal_count=86175 56814 50246 6568 845 362 202 49401 48915 486 321 160 129 1409 1379 1277 1245 765 5159 415 483 323 160 232 123 153 92 372 60 694 is_linear=0 shrinkage=0.1 Tree=772 num_leaves=31 num_cat=0 split_feature=7 1 0 9 3 2 8 6 3 6 9 8 0 9 9 9 8 4 9 9 1 9 8 0 8 8 8 6 5 5 split_gain=0.268532 2.41626 2.35367 2.11261 3.69792 2.82809 2.0399 3.47612 2.03029 3.96634 5.13307 4.20049 7.45612 5.35953 4.20229 6.6422 3.9606 7.61234 5.16546 5.31256 5.1338 4.52406 3.66464 7.61978 3.97155 5.58002 3.65563 3.57527 4.61239 3.28294 threshold=97.963802337646499 168.92400360107425 0.4780499935150147 1.2309741973876955 177.14215087890628 4439.8291015625009 68.163682825000009 60.172929763793952 46.968950271606452 52.283020019531257 1.3009637594223025 54.454116875000004 0.07000999897718431 1.1059830784797671 1.2944614887237551 1.2358905673027041 73.430923220000025 0.065000999718904509 1.4029334783554079 1.391429126262665 42.885000228881843 1.0465513467788699 68.343569515000027 0.23000001162290576 67.503599680000022 66.704003095000019 73.35557599000002 50.964384078979499 2.6399934291839604 2.5699650049209599 decision_type=10 10 10 2 10 10 8 10 8 10 2 10 10 2 2 2 10 8 2 2 8 2 10 8 8 8 8 10 10 10 left_child=-1 8 3 4 6 -6 -3 -8 -2 10 11 12 -10 -13 15 27 17 21 19 20 -19 -11 24 29 25 -23 -22 28 -15 -24 right_child=1 2 -4 -5 5 -7 7 -9 9 16 -12 13 -14 14 -16 -17 -18 18 -20 -21 26 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00027619811593078452 0.005592347907505844 0.073878718582236408 -0.045523699576808935 0.093011515519566726 -0.072787150357985067 0.064276905812666638 0.064910567250648241 -0.12232609320243369 0.14440657298952897 0.029273422217882844 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17.750899464823306 17.720431880792603 leaf_count=71624 5414 97 41 89 85 20 48 9 12 86 212 182 86 23 26 66 3440 60 253 37 3167 472 13 56 27 26 59 88 155 202 internal_value=0 0.00124678 0.0282004 0.0380262 0.0246251 -0.0337079 0.0521254 -0.00773212 0.000609817 -0.00235392 0.0212587 0.0280195 -0.0311095 0.0394623 0.018528 0.00800089 -0.00430238 -0.0107252 -0.00463494 -0.00565934 -0.00410893 -0.0394391 -0.0480828 -0.0202241 -0.0675245 -0.0572461 -0.00269145 0.0230166 -0.000555265 -0.0527753 internal_weight=0 1407.38 32.4913 28.6701 23.0519 7.38565 15.6662 4.17582 1374.89 862.095 65.7153 62.0824 10.0663 52.0161 36.494 33.2902 796.379 435.303 359.131 356.53 350.869 76.1718 67.6605 27.8103 39.8502 36.0308 346.117 29.9102 20.4188 20.0547 internal_count=86175 14551 389 348 259 105 154 57 14162 8748 850 638 98 540 358 332 7898 4458 3576 3323 3286 882 796 271 525 498 3226 266 178 215 is_linear=0 shrinkage=0.1 Tree=773 num_leaves=31 num_cat=0 split_feature=3 1 6 3 2 6 2 8 3 4 7 0 1 1 3 6 9 4 4 8 9 9 2 8 1 0 2 8 9 9 split_gain=0.268395 1.22168 2.33923 1.91555 2.94242 2.51186 2.59793 2.86094 2.81756 2.07657 1.4595 1.3804 1.63605 1.29612 1.87083 1.89148 1.17946 1.15955 2.74487 2.41052 3.87145 5.04982 3.80411 3.03623 3.21766 2.60568 2.33471 3.34138 2.17714 5.83962 threshold=12.087590217590334 44.649999618530281 57.808019638061531 1.224454998970032 35.120000839233406 55.708833694458015 214.95999908447268 87.887373765000021 5.861074924468995 0.20001550018787387 92.67895889282228 0.097099941223859801 38.299499511718757 46.343500137329109 1.7305999994277956 56.313793182373054 1.1259250044822695 0.046223001554608352 0.072585500776767745 78.435385745000019 1.0911181569099428 1.096052408218384 58.920650482177741 81.947250455000017 123.35924911499025 0.019999990239739421 302.36500549316412 81.360097850000017 1.1442847251892092 1.0895128250122073 decision_type=10 8 10 10 8 8 10 10 10 10 10 8 10 10 8 8 2 8 8 8 2 2 8 10 8 8 10 8 2 2 left_child=1 2 3 4 -1 6 -5 8 -8 11 -4 -6 -13 14 15 -3 -7 -15 -19 25 -21 -22 -23 26 -25 -20 27 -24 29 -27 right_child=-2 13 10 5 9 16 7 -9 -10 -11 -12 12 -14 17 -16 -17 -18 18 19 20 21 22 23 24 -26 28 -28 -29 -30 -31 leaf_value=-0.23089088556571924 0.00021781524364109653 -0.098779533640500738 0.023326586258554577 -0.070272613182275498 0.049230513386217589 0.046829210269988313 -0.14625855910232313 0.15798203855183998 0.12178533239197094 0.16785165605435587 -0.097464678732699733 -0.086884818752359191 0.029892653623019596 0.011309042076396504 -0.089526994680628469 0.12751769238445576 0.12282091206169926 -0.015092632533194546 -0.058532931357926657 -0.12072381489836287 0.17059043883193523 0.014811702172159068 0.017603420344297831 -0.0094784582323428641 -0.082437523901200738 0.0028160857546988328 -0.13852268247997501 -0.096987379419444297 0.011092730748382379 -0.036214736534730875 leaf_weight=0.53795246202958402 6907.835264235031 0.5993402493621135 1.6572781973056852 2.5902151153422865 2.9281905964016914 3.5982997942046495 0.90893488697474845 1.6189163029193876 0.68975058075739071 0.76140292314504154 2.523370663075184 2.8369231047684025 2.0788400105884648 62.907312574850209 3.7598399390715826 0.96253238250847073 4.7236988660879433 150.2414682575552 6.9533212405510776 3.2007296943884276 1.5399531573057164 39.477274631276941 4.8811690956354115 80.369050323031843 6.5364287701668209 363.41802458316442 3.3348085023462763 5.3159253492340222 217.68926464026049 42.852701499024988 leaf_count=161 72900 19 51 29 25 76 31 11 20 176 338 56 20 1180 405 36 52 1745 51 93 9 513 27 686 55 3610 26 40 2738 996 internal_value=0 -0.00151885 0.0192907 0.0316624 -0.00400214 0.0547406 0.00427019 0.0642782 -0.0306114 0.0101815 -0.049581 -0.00512333 -0.0375005 -0.00209358 -0.0513124 0.0406802 0.0899633 -0.00182866 -0.00272135 -0.000324808 -0.0119677 -0.00950689 -0.0114891 -0.0218267 -0.0149659 0.00234468 -0.0658887 -0.0421348 0.00302309 -0.00130081 internal_weight=0 1021.49 27.4538 23.2731 9.14331 14.1298 5.80782 3.2176 1.59869 8.60536 4.18065 7.84395 4.91576 994.039 5.32171 1.56187 8.322 988.717 925.81 775.569 144.655 141.455 139.915 100.437 86.9055 630.913 13.5319 10.1971 623.96 406.271 internal_count=86175 13275 1046 657 438 219 91 62 51 277 389 101 76 12229 460 55 128 11769 10589 8844 1449 1356 1347 834 741 7395 93 67 7344 4606 is_linear=0 shrinkage=0.1 Tree=774 num_leaves=31 num_cat=0 split_feature=7 5 0 3 3 6 1 4 1 1 5 5 5 8 2 6 9 3 1 4 7 0 9 1 1 6 3 1 5 5 split_gain=0.270479 1.70273 0.977426 1.60578 1.96016 2.0123 1.2764 1.24184 1.03532 1.97055 1.28982 1.60711 1.16995 1.00234 1.51931 0.887518 1.05032 0.974346 0.576417 0.5659 0.445982 2.02197 1.97067 2.68651 3.79804 2.50532 2.27948 2.67836 1.62904 2.64707 threshold=112.07624816894533 2.6312500238418584 0.091900084167718901 145.18714904785159 63.32500076293946 60.172929763793952 80.055000305175795 0.13611599802970889 117.53895187377931 87.930801391601577 2.4702500104904179 2.5273933410644536 2.3801500797271733 73.93013833000002 228.68274688720706 65.634479522705092 1.1459585428237917 13.005650043487551 108.84904861450197 0.11567999795079233 109.97735595703126 0.07000999897718431 1.206338703632355 117.84069824218751 93.03079986572267 58.876743316650398 31.272417068481449 58.913000106811531 2.5201749801635747 2.4600499868392949 decision_type=10 10 10 8 10 10 10 8 10 10 10 10 10 10 10 10 2 10 10 10 10 10 2 8 10 8 8 10 8 10 left_child=20 2 -2 4 5 18 -6 19 9 10 -9 -12 -11 14 -5 16 -3 -18 -4 -7 -1 -22 23 24 26 -24 -23 -28 29 -27 right_child=1 15 3 13 6 7 -8 8 -10 12 11 -13 -14 -15 -16 -17 17 -19 -20 -21 21 22 25 -25 -26 28 27 -29 -30 -31 leaf_value=-9.2513261403388261e-06 0.054211777381287754 -0.01226202231203433 -0.037778079054127459 0.07144892487518055 0.10171663775277417 0.0058958061851589749 0.0066306595458576617 0.10406267693340794 0.070206918695939841 0.0032878348732314627 -0.050556954701460793 0.068368623300471734 -0.080839489142719378 -0.11038553531511489 -0.061091311219358652 0.093524967628281511 -0.014914493084412384 -0.11605393983129152 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0.00107028 -0.00354157 0.00583163 -0.00629396 0.0587274 0.0107897 -0.00135598 -0.0109919 0.0294779 0.00203554 -0.0477897 -0.0502255 -0.0230725 -0.0488619 -0.0564259 -0.0868191 -0.0536722 0.0667442 3.97705e-05 0.011587 0.0175674 -0.00553864 0.0150446 0.0446835 -0.0229909 0.0177231 0.0161038 0.0479165 internal_weight=0 48.1224 39.8818 36.6971 30.561 24.8618 5.69922 18.273 15.014 13.2323 6.30171 4.60673 6.93056 6.13605 4.22784 8.24056 7.82488 4.63506 6.58886 3.25898 7878.62 33.306 31.453 16.9822 13.3949 14.4708 8.86949 5.39182 9.83216 6.10382 internal_count=86175 1020 592 562 472 411 61 287 221 200 120 69 80 90 74 428 143 107 124 66 85155 410 396 216 178 180 123 56 121 56 is_linear=0 shrinkage=0.1 Tree=775 num_leaves=31 num_cat=0 split_feature=9 9 9 8 8 0 9 7 9 6 8 3 7 5 6 1 9 8 1 2 1 5 5 9 1 2 8 8 4 3 split_gain=0.273487 6.77333 4.55586 4.58638 3.92784 4.41298 2.39508 4.48537 3.77559 5.3942 3.27716 4.74421 3.68168 3.39942 4.46975 3.09245 3.61506 3.52074 3.74481 2.5007 3.81201 5.80301 5.66795 5.60898 6.26724 5.1082 3.52743 5.2626 4.08942 3.2236 threshold=1.4711266160011294 1.5024287104606631 1.4836104512214663 74.493741635000021 74.751024620000024 0.31004999577999121 1.4366575479507449 92.847381591796889 1.4225609302520754 58.207023620605476 74.198335955000019 4495.4799804687509 98.391803741455092 2.5699650049209599 55.664741516113288 123.35924911499025 1.4601647257804873 74.402906950000002 95.72259902954103 3630.560668945313 92.16300201416017 2.6100032329559331 2.559956550598145 1.4413009285926821 103.47080230712892 557.34448242187511 74.879702425000019 75.01961497500001 0.15003500133752826 83.306198120117202 decision_type=2 2 2 10 8 8 2 8 2 10 10 10 10 10 10 10 2 8 10 8 10 8 10 2 10 10 10 10 8 8 left_child=6 2 3 -2 -5 -6 8 -8 -1 -10 12 19 -9 -14 -15 16 -13 -18 -19 20 21 26 -22 -24 -25 -26 28 -28 -12 -23 right_child=1 -3 -4 4 5 -7 7 10 9 -11 11 15 13 14 -16 -17 17 18 -20 -21 22 29 23 24 25 -27 27 -29 -30 -31 leaf_value=-1.9011897727541527e-05 -0.11185114815690467 0.00056048494027746807 -0.10341812985446826 0.048785582059981826 -0.10856958905618848 0.053110956974652596 -0.08239649464581611 -0.11884048655279385 -0.10396715437494314 0.06992648848839314 -0.059148510514995395 0.13145594689189674 -0.12637881771527101 0.20223663140553727 -0.11855886847372291 -0.041347116957084117 0.11478173193513502 -0.11595276336856869 0.062038354425627398 -0.014563752906500693 0.12064900129010987 0.030828027618059035 0.20231388919707133 0.074032115860879016 0.092100466926771221 -0.12538142157090773 0.066271011030855739 -0.052126724209608136 0.036557578368947796 0.13076914485539404 leaf_weight=7228.6511943408168 4.3702995179627413 509.41398627323861 9.9731236300436858 8.7763823494315165 4.6911850644901234 2.6371889521833545 4.7889236708160743 3.708431475726683 7.4282142311521948 2.3476260491515859 19.95539228618145 7.7570683957892497 0.94422638685955496 1.4068596660863479 0.62831622768680961 2.3026889414031748 3.3319853693246815 2.1749956570565709 2.589180239912821 27.200943569943774 8.4496656497940439 23.559322958812121 1.4167399527505029 5.0291505455825227 1.3947148066727093 4.7861196509329602 10.045622330158951 5.9943058937788001 5.7513454998843399 3.739699824829585 leaf_count=72958 255 8132 1017 51 344 28 956 146 963 54 120 55 28 65 57 33 16 11 35 194 68 255 37 35 58 40 61 34 42 27 internal_value=0 -0.00217797 -0.0479937 -0.0209972 0.00365759 -0.0503872 0.000153593 0.0127923 -0.000103 -0.0622073 0.0159988 0.0193721 -0.0523362 0.030441 0.103198 0.0669416 0.0826706 0.0359285 -0.0192202 0.0120106 0.0200314 0.00866844 0.0572561 0.0148343 -0.00885977 -0.0763063 -0.014775 0.0220244 -0.0377363 0.044519 internal_weight=0 539.862 30.4482 20.4751 16.1048 7.32837 7385.38 146.956 7238.43 9.77584 142.167 135.479 6.68783 2.9794 2.03518 18.1559 15.8532 8.09616 4.76418 117.323 90.1221 69.0457 21.0764 12.6267 11.21 6.18083 41.7467 16.0399 25.7067 27.299 internal_count=86175 9827 1695 678 423 372 76348 2373 73975 1017 1417 1121 296 150 122 150 117 62 46 971 777 539 238 170 133 98 257 95 162 282 is_linear=0 shrinkage=0.1 Tree=776 num_leaves=31 num_cat=0 split_feature=7 3 8 7 4 6 8 8 9 5 0 0 6 6 2 9 9 3 4 1 5 3 1 2 0 9 8 6 1 9 split_gain=0.267771 1.45679 1.44434 1.45664 2.98194 2.32892 2.40566 2.7455 3.23185 2.69559 2.28556 2.62487 2.26922 4.06118 2.90674 2.23529 3.72019 2.97557 2.32514 2.09789 3.25662 2.5259 2.23999 1.96604 2.31573 1.95619 1.94974 1.79492 2.66236 1.62603 threshold=104.69990539550783 3769.515014648438 87.517355100000017 106.59830856323244 0.21722232550382617 64.527114868164077 55.664277840000004 64.295733035000012 1.1844688057899477 2.5940849781036381 0.39004999399185186 0.14911996573209765 59.514837265014656 59.081159591674812 1057.6399536132815 1.3268429040908816 1.2924330830574038 257.75955200195318 0.17855834215879443 72.814998626708999 2.6252865791320805 546.59375000000011 116.01065063476564 466.54255676269537 0.24652499705553058 1.2096731066703799 64.993942295000011 60.300041198730476 93.900451660156264 1.0049744844436648 decision_type=10 8 8 10 10 8 8 10 2 10 8 8 10 8 10 2 2 10 10 10 8 10 10 8 10 2 10 10 10 2 left_child=-1 2 3 4 5 6 10 8 -8 -10 11 -2 13 15 23 16 19 18 -17 -9 22 -22 -21 24 27 -26 -6 -14 -29 -5 right_child=1 -3 -4 29 26 -7 7 12 9 -11 -12 -13 14 -15 -16 17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00010981784091451818 0.054690758584169975 -0.045738400690339909 -0.065110603624871699 -0.10058181664982294 -0.13045836943396139 0.081374336767967251 -0.11859045348824725 -0.07523661434712639 -0.083490184195542536 0.062331632402426534 0.068946186088788317 -0.016548101854687469 -0.065805218734147006 0.095495723082041781 0.058597093006911918 -0.11112736784898368 0.094610927995865859 0.05346606980437877 0.02826448536729681 0.12414319175393909 0.0080204913151334656 -0.10845700417012039 -0.0058446980405821112 -0.10458564758456784 0.0099276864663881415 -0.097639209519882669 -0.028363152168257369 -0.035763456163144428 0.10947499614877387 0.0055186420523055078 leaf_weight=7618.5051244383139 6.9360149548156196 7.7445930324902283 3.5597737991465683 1.4564104095759365 3.1424621673722859 2.9998752113606306 5.5069848563289252 3.8405938966898345 2.4481580803694669 2.6289872461711639 6.1741026502770628 20.338776818709448 2.1649949206184891 4.4116015653708009 2.9285901729017487 5.4352137961432145 4.2241961009567595 2.1781646633608034 1.5345255024731157 3.1098104537231821 5.5973762981593609 2.7897080555558205 2.3107294556684792 4.7102563986554733 2.3659735862165672 5.923107162989254 4.6214072350412607 2.3297041787300259 2.7542556773114484 175.53003246605385 leaf_count=82285 60 113 326 75 30 38 75 37 44 42 60 174 19 32 21 91 36 20 15 28 45 17 22 37 17 60 34 25 27 2270 internal_value=0 -0.00292778 -0.00179987 -0.00102377 -0.0098716 -0.00547565 -0.00801398 -0.0186582 -0.0655324 -0.00798246 0.0140049 0.00156803 -0.0101933 0.00572103 -0.0345224 -0.00704642 0.0103138 -0.0485543 -0.0804375 -0.00986313 0.00832052 -0.0307222 0.0687305 -0.0479906 -0.0308342 -0.0669361 -0.0696867 0.0104478 0.0429201 0.00464555 internal_weight=0 301.696 293.952 290.392 113.406 105.642 102.642 69.1929 10.5841 5.07715 33.4489 27.2748 58.6088 35.4319 23.1769 31.0203 21.8724 9.1479 6.96974 17.6482 13.8076 8.38708 5.42054 20.2483 15.538 8.28908 7.76387 7.24895 5.08396 176.986 internal_count=86175 3890 3777 3451 1106 1042 1004 710 161 86 294 234 549 343 206 311 185 126 106 149 112 62 50 185 148 77 64 71 52 2345 is_linear=0 shrinkage=0.1 Tree=777 num_leaves=31 num_cat=0 split_feature=9 8 8 9 5 9 6 1 5 9 8 0 2 1 8 0 7 7 3 9 3 2 1 6 8 9 0 0 7 9 split_gain=0.264298 2.20369 8.69105 5.92015 5.12095 4.13104 4.52605 5.91101 3.2952 5.23354 3.33974 2.80274 3.50909 3.52506 2.26898 3.03103 2.08335 2.4232 2.00721 5.59577 2.86315 2.54273 3.38786 2.14165 2.09221 4.59316 4.30147 3.47643 2.93933 2.7869 threshold=1.5525022745132449 88.226823920000015 87.952414245000014 1.6973063349723818 2.6000032424926762 1.5715809464454653 50.471309661865241 122.49349975585939 2.689985036849976 1.5838068723678591 87.785873745000018 0.10000500082969667 498.66499328613287 99.982028961181655 88.27951542000001 0.1998868137598038 95.060844421386733 102.42935180664064 239.47029876708987 1.558970093727112 501.28579711914068 50025.664062500007 104.71112442016603 51.653978347778327 75.01961497500001 1.5838068723678591 0.16989340633153918 0.14911996573209765 94.70849990844728 1.5776674151420595 decision_type=2 10 10 2 8 2 10 8 10 2 10 8 10 10 10 10 8 10 10 2 10 10 10 8 10 2 10 10 10 2 left_child=-1 2 8 -4 -3 -6 -7 14 11 -10 -11 12 13 16 -8 -16 -2 -18 24 -20 23 22 -22 -21 25 27 -26 -13 -27 -28 right_child=1 4 3 -5 5 6 7 -9 9 10 -12 18 -14 -15 15 -17 17 -19 19 20 21 -23 -24 -25 26 28 29 -29 -30 -31 leaf_value=0.0001142211159082044 0.10441682163168767 0.1201930000570425 -0.11118437558641166 0.020689018134726136 0.09131879994987685 -0.093668173640217831 -0.09391173029621086 0.11639832326807242 0.12301049011581233 0.026529942272169718 -0.11988467583969331 0.017207300381730298 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22 51 571 53 27 152 29 50 514 458 59 20 350 66 177 112 59 30 29 71 56 115 159 235 225 321 80 108 190 1031 internal_value=0 -0.0027785 -0.00580592 -0.0749794 0.0193084 0.0065313 -0.007286 0.00999452 -0.00147104 0.0407516 0.00399807 -0.00433243 -0.0318552 0.00655652 -0.0119924 0.00123516 0.0285642 0.00474345 -0.000345779 0.0135206 0.00672571 -0.0136796 -0.0406214 0.0276132 -0.00683358 -0.026848 4.37346e-05 -0.0793321 -0.00433465 0.00729052 internal_weight=0 329.567 289.839 17.0921 39.7277 35.2618 30.3206 25.2662 272.747 17.3107 11.9648 255.436 32.3184 13.7007 20.9394 18.0283 11.5302 8.77462 223.118 71.1178 67.1761 33.9802 17.2487 33.1958 152 38.8725 113.127 11.6691 27.2035 99.3987 internal_count=86175 5420 4822 624 598 547 520 368 4198 1031 517 3167 527 177 318 289 111 89 2640 665 636 330 215 306 1975 639 1336 128 511 1111 is_linear=0 shrinkage=0.1 Tree=778 num_leaves=31 num_cat=0 split_feature=0 9 2 8 3 3 7 7 3 8 8 1 2 4 1 6 5 4 4 4 1 7 7 1 0 5 3 9 6 6 split_gain=0.278979 1.73262 1.36957 1.35781 1.42554 1.13941 1.21018 1.67228 1.34839 1.36751 1.5235 1.13209 1.63596 2.35959 1.42392 1.29844 1.19106 1.06479 1.02572 0.991467 0.966834 0.787263 0.768153 0.737543 0.661341 1.36724 1.76256 1.70427 0.94685 0.895683 threshold=0.90049999952316295 1.1526684761047366 21.717584609985355 87.517355100000017 0.96234998106956493 49.229299545288093 92.445404052734389 93.006793975830092 3.3227499723434453 73.722831840000012 73.244465885000011 121.2915496826172 119.61317062377931 0.16000332683324817 133.79336547851565 53.556535720825202 2.341500043869019 0.053801501169800765 0.18999666720628741 0.046223001554608352 116.01065063476564 98.310241699218764 89.950969696044936 181.95790100097659 0.72929999232292186 2.3302499055862431 0.96234998106956493 1.0845726132392886 63.199125289916999 57.735210418701179 decision_type=10 2 10 8 10 10 10 8 10 10 8 10 10 8 10 8 8 8 10 8 10 8 10 10 10 10 10 2 8 10 left_child=24 3 -3 4 21 6 20 -8 9 10 19 12 16 15 -13 17 18 -14 -6 -9 -4 -2 23 -22 -1 27 -27 -26 29 -28 right_child=1 2 5 -5 11 -7 7 8 -10 -11 -12 14 13 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=-3.8052492998499291e-05 0.087390478869384614 0.061799225108270586 -0.10830699970333829 -0.10239338165910505 -0.10310658243629352 0.035417482891712392 0.12112646758489841 0.10317045283323374 -0.087635832337011541 -0.053214027170103179 0.14805338593904249 -0.11043910177655475 0.055842130750693122 -0.0789862629292543 0.01542802255481873 0.081554794125456423 0.10599102891706136 -0.044298883137320229 0.056332836217928707 -0.082577462776856764 -0.10315166426746483 -0.081285643098888125 0.12041210866736428 0.08759116766465605 0.012998126362479101 -0.10105761765500809 0.023097315789355463 -0.10590183979573578 0.07235632599018349 -0.014376819907003211 leaf_weight=7821.7201009500131 0.31953146898346263 1.4431304505606899 4.3213149707072516 1.0383179923519481 0.55644233349358474 1.795719112577898 0.71039707899035143 0.43697713365372581 3.3575221889377644 2.7123625989061111 0.954386606812477 1.2945780111549527 1.8909267038106898 2.2940959521729383 2.9399017472751439 3.5056519394856878 4.1709996972931549 2.4215111535741016 1.4679605017025776 0.83929682184316468 0.78687338804775186 2.0643583408043469 0.3314354534522862 0.2730657272040844 2.7682402694986186 1.2353462648175071 33.576865209279276 2.1354959422678803 3.2096774538804302 7.8737591344324747 leaf_count=83777 18 116 210 12 32 84 19 39 149 98 5 31 20 62 40 33 69 25 40 62 94 188 14 3 34 35 551 75 42 198 internal_value=0 -0.00814307 -0.0316234 0.00945671 0.0145224 -0.0397849 -0.0489567 -0.0261294 -0.0387322 -0.00551473 0.052485 0.0230171 0.0349797 0.0101881 -0.0230525 0.0363549 0.0754447 -0.000388843 0.0125081 -0.0189802 -0.0849633 -0.0586767 -0.0124627 -0.0540117 3.58117e-05 0.0114089 0.0167714 -0.0387808 0.0200307 0.0159789 internal_weight=0 41.9268 17.9625 23.9643 22.926 16.5194 14.7236 9.01094 8.30055 4.94302 2.23066 20.5421 16.3076 10.1122 4.23448 7.81809 6.1954 4.31244 2.0244 1.27627 5.71269 2.38389 1.39137 1.05994 7872.52 50.7994 45.8956 4.90374 44.6603 41.4506 internal_count=86175 1463 893 570 558 777 693 372 353 204 106 352 281 140 71 78 141 45 72 101 321 206 111 97 84712 935 826 109 791 749 is_linear=0 shrinkage=0.1 Tree=779 num_leaves=31 num_cat=0 split_feature=0 0 1 7 6 1 1 9 4 7 9 9 2 4 3 9 1 9 9 5 4 1 5 7 0 2 7 0 8 2 split_gain=0.291178 1.58294 1.8292 3.36549 1.91479 1.57277 1.61348 2.27871 2.35595 1.50807 2.47436 3.05336 3.71639 3.36522 2.89361 1.81683 1.49225 1.47184 2.39039 1.44549 2.8798 2.52293 2.32067 2.31401 1.92577 2.93199 2.86111 2.21445 2.15375 2.1254 threshold=0.59004998207092296 0.56020000576972973 87.354000091552749 100.14232635498048 56.91405105590821 133.79336547851565 121.2915496826172 1.33274382352829 0.11800333112478258 88.122100830078139 1.2161991596221926 1.2358905673027041 1456.4484863281252 0.066691000014543547 20.062123298645023 1.0148731470108034 137.54299926757815 1.1426048278808596 1.2944614887237551 2.6834199428558354 0.033525999635457999 116.91954803466798 2.6954250335693364 94.423061370849624 0.76014998555183422 474.27500915527349 89.215847015380874 0.63005000352859508 87.321885330000015 436.48014831542974 decision_type=10 10 10 10 8 10 10 2 10 10 2 2 10 10 10 2 10 2 2 8 8 8 8 8 10 10 10 10 10 8 left_child=1 -1 4 9 17 6 19 8 -8 15 14 -12 -13 -14 -11 -4 -7 -3 -19 24 -21 22 23 -22 25 29 27 -27 -26 -2 right_child=5 2 3 -5 -6 16 7 -9 -10 10 11 12 13 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=-9.4721487914073517e-06 -0.010973832287683588 0.085418635957480185 0.091236774457113368 -0.0550333213390269 0.11678588253432527 0.057810239068150499 -0.093209278478712868 0.03168245833400226 0.0055408073162427577 -0.099614189478821169 0.16853096753028968 0.099846712657000847 0.095649860353411262 -0.1185559565628902 0.06544244558861384 -0.033290946432067668 0.0053573893715030893 -0.093010683326731972 0.098848635428361656 -0.096663882365580545 0.11380633054065459 0.13991100925655836 0.0016569728145828617 -0.031925644146824597 0.01222988632578881 0.11400889352243725 -0.069739099520998535 -0.037188898541021469 -0.059928069562456013 0.10889301093100306 leaf_weight=7678.6151791962648 41.910654777244446 2.0481664027356574 1.4530285878572673 6.4342649472600888 3.6026651129304819 6.7220963055374332 7.5678114669226471 3.417641943587113 3.5489490001345985 2.1490606900770208 2.5109342848882061 4.5164216538978508 1.147379068675946 2.0328063289634883 2.0999971530400217 6.0492878741179084 28.082059583505725 1.851064772839891 1.0003138212487099 2.2727819028950762 3.9143601047471739 1.6578308265889052 27.43199360345443 1.5098377885315128 41.694583884699995 1.6254841620393587 17.26588854133297 2.3972652936499799 4.5920142637296513 1.5333760084176891 leaf_count=81658 635 24 18 80 51 109 150 192 44 18 28 59 34 33 30 82 426 46 12 56 41 13 336 26 1205 21 332 68 329 19 internal_value=0 8.98154e-05 0.0207534 0.00856901 0.0614432 -0.00380212 -0.00793776 -0.0397297 -0.061684 0.0272054 0.046084 0.0727761 0.0415372 -0.0412726 -0.0180388 -0.00917275 0.0154882 0.0207494 -0.0257031 -0.00481153 0.0123681 0.019548 0.0134748 0.0732415 -0.0105041 -0.0216411 -0.0520437 0.023906 0.00507122 -0.00674308 internal_weight=0 7715.51 36.8954 28.3932 8.50221 197.145 162.34 14.5344 11.1168 21.9589 14.4566 10.2075 7.69661 3.18019 4.24906 7.50232 34.8042 4.89954 2.85138 147.806 36.7868 34.514 32.8562 5.4242 111.019 64.7327 21.2886 4.02275 46.2866 43.444 internal_count=86175 82173 515 382 133 4002 3467 386 194 302 202 154 126 67 48 100 535 82 58 3081 472 416 403 67 2609 1075 421 89 1534 654 is_linear=0 shrinkage=0.1 Tree=780 num_leaves=31 num_cat=0 split_feature=3 3 6 5 1 9 9 7 9 7 9 6 5 1 0 6 9 0 4 9 2 2 2 5 5 2 1 2 2 6 split_gain=0.265769 2.10345 3.38078 6.68347 4.62678 3.75085 4.97624 3.48076 3.86911 3.47605 3.78491 2.81156 3.19544 2.6721 3.09059 2.65999 2.65315 2.58071 3.33655 3.27228 2.15061 3.25348 3.08189 3.03294 2.04932 2.36059 4.13602 2.80488 1.97938 1.96039 threshold=406.54499816894537 370.74000549316412 54.867120742797859 2.6498100757598881 130.24291992187503 1.1912651062011721 1.1611987948417666 91.592548370361342 1.1493571400642397 94.257038116455092 1.203055262565613 53.186521530151374 2.7381100654602055 211.64724731445315 0.09000007808208467 54.282121658325202 1.179467558860779 0.07000999897718431 0.080005999654531493 1.2096731066703799 444.61189270019537 749.58267211914074 914.20001220703136 2.5890133380889897 2.7154400348663335 1212.3784790039065 96.603199005126967 498.66499328613287 585.38000488281261 52.848875045776374 decision_type=10 8 8 10 10 2 2 8 2 8 2 10 10 8 8 8 2 8 8 2 10 10 10 10 10 8 10 10 10 8 left_child=1 -1 3 15 11 6 7 -4 13 -7 -11 12 -5 14 -9 -3 -8 -12 -19 -20 23 28 -23 -21 25 27 -27 -16 -22 -2 right_child=29 2 5 4 -6 9 16 8 -10 10 17 -13 -14 -15 24 -17 -18 18 19 20 21 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-7.5506207207543148e-05 -0.0046180633687547641 -0.057694803656227436 0.13711242833666309 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3.3640142079384558 15.864243785461438 0.45291117121814739 1.1136496737599362 2.5458263811097614 3.8544141696766019 4.9522109126846772 3.2485489726968808 1530.8371904674118 leaf_count=61509 8670 270 14 163 37 46 20 21 16 19 23 51 62 67 43 31 38 57 8 283 35 30 178 3 13 155 24 69 24 14196 internal_value=0 -0.000344561 -0.0135869 -0.0366166 0.0142088 -0.00109975 0.0242835 0.00522603 -0.00469599 -0.0204847 -0.028865 -0.0147331 0.0106594 0.00864999 0.019125 -0.0684312 0.103392 -0.0213525 -0.0282366 -0.018196 -0.0247304 -0.0139436 -0.0351215 -0.0901475 0.0318992 0.0403803 -0.00779608 0.0687617 0.0447744 0.00098756 internal_weight=0 5903.71 117.561 41.3327 15.9122 76.2284 33.0075 26.5996 24.7385 43.221 39.7499 12.3535 9.62631 22.2092 20.353 25.4205 6.40791 37.5257 35.1065 31.7397 30.4775 26.1633 19.2283 4.31413 18.3781 17.2644 6.40024 10.8642 6.93507 2006.75 internal_count=86175 63309 1800 614 313 1186 480 422 408 706 660 276 225 392 325 301 58 641 618 561 553 267 208 286 304 291 179 112 59 22866 is_linear=0 shrinkage=0.1 Tree=781 num_leaves=31 num_cat=0 split_feature=8 8 9 9 9 6 9 3 3 9 9 1 1 9 7 6 3 2 3 3 6 6 2 7 3 2 8 1 3 7 split_gain=0.287397 2.01847 4.97792 5.32178 4.47073 5.6489 4.18071 4.02725 3.97503 3.98291 7.01915 5.51027 3.94583 4.10014 5.33848 4.18539 3.80463 3.80008 3.97675 3.73366 3.63925 6.76726 4.8693 6.01092 5.41609 3.13477 2.90552 3.25659 2.77701 3.71602 threshold=83.598192555000011 83.823592210000001 1.1392991542816164 1.1442847251892092 1.2492841482162478 55.052148818969734 1.2509382963180544 5.4737000465393075 31.272417068481449 1.1092507839202883 1.1326038241386416 74.817810058593764 79.095760345458999 1.222699046134949 90.667102813720717 52.546287536621101 14.612899780273439 677.77099609375011 723.62567138671886 51.65050125122071 54.391788482666023 53.796087265014656 193.56475067138675 91.929523468017592 332.28517150878912 1580.6350097656252 83.723137205000015 98.759304046630874 192.80765533447268 94.423061370849624 decision_type=8 8 2 2 2 10 2 10 10 2 2 8 10 2 10 8 10 10 8 8 10 10 10 10 8 10 8 10 10 10 left_child=-1 2 8 -4 5 7 -6 -5 9 16 -11 -12 -9 14 15 -14 -2 -17 -19 -10 21 22 -8 24 26 -26 27 -24 29 -22 right_child=1 -3 3 4 6 -7 20 12 19 10 11 -13 13 -15 -16 17 -18 18 -20 -21 28 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00025929878260767158 0.0080143813782173872 -0.00041620895355143941 -0.049305456517006477 0.1223500353093151 -0.11396327307046235 0.1181240925267926 0.10707100814428988 -0.068624927454021392 0.15019905085403984 0.14110070132392868 0.10799661302574406 -0.033244309934395387 0.12313579347651599 0.11878934469454915 -0.091521981726225415 0.061176145333678038 -0.12827116630500787 -0.099399171564979946 0.026189571375060162 0.040405196019749984 -0.053161126741637622 0.12770412876416098 -0.0095800231443280374 -0.065752792192886753 0.1071373604268423 0.021395692269365288 0.037054853731249858 -0.13806830238067971 -0.068085570515295776 0.023196174079906415 leaf_weight=6725.8250071913862 7.6304777958422694 986.16387316795851 17.642842717468739 3.4881779775023452 3.3182690143585196 6.8619807865470639 4.2915294282138339 5.4418690889142445 5.484868943691251 5.7062148600816753 3.9200514778494808 9.3515039645135403 3.9317523958161571 3.95572037808597 4.3572057932615271 7.9307265505194691 2.800060810521245 4.6423303112387631 5.518475517630578 7.1151518509723255 10.466278803534808 5.036289006471633 4.2871779203414926 11.662123568356035 6.7152410149574306 11.681642755866049 3.8611809518188247 3.6536954045295715 10.152945082634686 16.298588663339615 leaf_count=64918 53 19961 89 20 24 94 35 50 26 27 26 53 37 45 20 41 14 29 25 35 72 26 33 87 35 66 29 23 80 102 internal_value=0 0.00143065 0.0106663 0.00240035 0.00903224 0.0344129 -0.00377351 0.0197839 0.0412041 0.0210691 0.0483523 0.00847436 0.00978428 0.0238497 0.00961367 0.0296229 -0.0285712 0.00930015 -0.0311902 0.0881992 0.000376447 0.0176361 0.00562516 -0.0047749 0.0187733 0.0526932 -0.0341004 -0.0686991 -0.0235551 -0.006663 internal_weight=0 1183.37 197.204 155.196 137.553 46.1282 91.425 39.2663 42.0083 29.4083 18.9778 13.2716 35.7781 30.3362 26.3805 22.0233 10.4305 18.0915 10.1608 12.6 88.1067 51.1889 46.1526 41.8611 30.1989 18.3969 11.8021 7.94087 36.9178 26.7649 internal_count=86175 21257 1296 1062 973 361 612 267 234 173 106 79 247 197 152 132 67 95 54 61 588 334 308 273 186 101 85 56 254 174 is_linear=0 shrinkage=0.1 Tree=782 num_leaves=31 num_cat=0 split_feature=4 8 9 9 8 1 1 9 9 9 9 9 3 2 3 1 9 9 8 3 2 9 3 3 8 9 1 1 3 9 split_gain=0.296945 2.26851 2.84767 6.46899 3.39858 9.18152 6.88903 11.638 10.3392 9.4764 9.87467 7.81854 7.45437 3.89324 5.91921 4.52981 6.62182 5.09633 4.20337 4.51854 4.18849 4.10796 3.70562 5.49363 4.73875 4.47822 3.30097 3.03084 2.77728 2.55977 threshold=0.090002503246068968 84.096144080000016 1.3241015672683718 1.3268429040908816 84.859308435000017 131.91500091552737 99.102649688720717 1.1677789688110354 1.1644290089607241 1.162797808647156 1.1644290089607241 1.1694471240043642 52.958499908447273 594.77999877929699 111.00000000000001 100.96319961547853 1.303131699562073 1.3055681586265566 85.351314280000011 70.163276672363295 105.07999801635744 1.2964575886726382 108.79690170288087 580.35501098632824 84.718582635000018 1.310455918312073 131.06404876708987 117.84069824218751 248.45815277099612 1.2924330830574038 decision_type=8 10 2 2 10 8 10 2 2 2 2 2 10 10 10 10 2 2 10 10 10 2 10 10 10 2 10 8 10 2 left_child=-1 -2 4 -4 6 13 7 8 -3 -8 -11 -12 -13 18 -15 -16 -17 -18 19 -6 -20 -22 -14 24 27 -26 -5 -24 -27 -21 right_child=1 2 3 26 5 -7 9 -9 -10 10 11 12 22 14 15 16 17 -19 20 29 21 -23 23 -25 25 28 -28 -29 -30 -31 leaf_value=0.00073854379709595297 -0.001037970737316595 0.11755685301753174 -0.10834779619428381 -0.0095073699952902858 0.031867303272557282 -0.15677533483170858 -0.0968940734226547 0.11838945294722401 -0.072742645571145723 0.14900490388566243 -0.098234897290709847 0.16668319036568857 -0.073387550319591807 -0.10773739124663347 -0.022784573847199775 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33 39 152 29 30 39 34 32 53 internal_value=0 -0.00051003 0.00861985 -0.0160989 0.0130977 -0.000419899 0.0246404 0.0657656 -0.00735211 0.0103828 0.0205079 0.0108683 0.0205318 0.00543324 0.0390652 0.0549491 0.080389 0.0324712 -0.00653712 -0.03981 0.0111758 0.0330229 0.0130447 0.0196606 0.0483109 0.0150254 0.00167341 0.0932334 0.0426715 -0.0652524 internal_weight=0 4706.42 257.275 39.4576 217.817 100.326 117.491 30.2465 12.6584 87.2446 79.7203 74.1572 68.1233 96.7057 25.3847 22.9063 17.2582 10.797 71.321 24.7775 46.5435 30.4129 64.8036 60.196 31.6916 18.2036 33.0838 13.488 13.8886 18.2866 internal_count=86175 44079 2404 670 1734 1027 707 225 72 482 421 397 358 1005 189 143 83 55 816 129 687 436 340 316 164 91 621 73 62 92 is_linear=0 shrinkage=0.1 Tree=783 num_leaves=31 num_cat=0 split_feature=8 8 9 8 5 4 7 5 5 7 1 7 6 2 6 6 7 3 9 8 3 8 8 8 3 8 9 2 3 0 split_gain=0.275764 3.15401 10.7594 4.05994 4.43701 5.6128 4.91921 4.26689 3.78339 3.63311 3.0601 2.68532 4.84101 5.29378 3.26498 3.16891 2.5951 4.36933 2.50713 4.36022 6.21231 6.42269 5.29238 5.02517 5.01128 5.96817 6.59891 5.1517 4.94709 3.88641 threshold=73.722831840000012 73.93013833000002 1.2712075710296633 73.869909720000024 2.4904099702835087 0.080005999654531493 96.35712051391603 2.5399399995803837 2.599985003471375 100.03244400024415 118.79549789428712 97.657714843750014 55.479749679565437 173.82878112792972 51.173202514648445 58.474561691284187 94.03128814697267 66.740806579589858 1.0977049469947817 75.824262485000006 65.085384368896499 76.526457160000021 81.360097850000017 74.297319060000021 1.224454998970032 77.190249095000013 1.0911181569099428 302.36500549316412 122.10000228881837 0.079295001924037947 decision_type=10 10 2 10 8 8 10 10 10 8 8 8 8 10 10 10 10 10 2 10 10 10 10 10 10 10 2 10 10 10 left_child=-1 2 11 4 -4 6 7 -6 -8 -5 16 14 -13 15 -2 -14 -7 -18 19 23 21 -21 -22 28 -23 -26 27 -27 -3 -24 right_child=1 18 3 9 5 10 8 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 20 22 24 29 -25 25 26 -28 -29 -30 -31 leaf_value=0.00046191804111385805 0.055265629798678634 0.087170012368126229 -0.085121784411735055 -0.10888983042190957 0.086829368952649505 0.10777199353096426 -0.0067255336786275341 -0.086805909930656303 0.13683605928151368 0.034117428836014312 0.17149413100673863 0.032495352416817808 -0.065658663881074275 -0.1221901189157977 -0.090618920205840559 0.062120055189906688 0.1105930851552288 -0.05049082760916597 -0.0007200389372431841 -0.11977891413405523 -0.082887868495396352 -0.052482861156550459 0.058079157680065469 0.079914985955325618 0.15499490301855548 0.066948384183505003 0.07208151017329803 -0.075024900105407355 -0.11265170354263443 -0.043505425494570295 leaf_weight=4862.625371237842 1.6634535499179062 2.0693218663218458 3.0372953023761502 4.3950899457558981 1.7773362919688276 6.3171365996822697 3.981873206794261 6.9470950160175562 3.4058909006416798 2.9816730292513967 3.130980445072054 8.0621143374592084 4.0921316333115083 7.6501106140203774 19.732576369307935 3.6918627507984638 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179 126 53 165 144 446 179 117 267 50 127 45 34637 1223 982 404 578 241 385 337 306 183 48 326 is_linear=0 shrinkage=0.1 Tree=784 num_leaves=31 num_cat=0 split_feature=6 7 7 0 3 1 6 7 7 9 5 6 1 2 6 5 4 4 2 9 8 2 2 7 0 1 1 6 0 4 split_gain=0.264744 1.78562 1.9705 3.61572 4.25474 2.65834 2.51482 4.09346 2.97368 2.37428 2.32218 2.10543 1.94624 3.06445 1.76756 3.53407 3.24913 5.42366 3.03706 5.41356 5.10469 3.43664 3.11654 3.01093 3.51928 3.11486 2.99424 2.50252 2.31315 2.1784 threshold=57.884914398193366 88.89941787719728 91.875728607177749 0.31935000419616705 235.21315002441409 90.728351593017592 58.123060226440437 90.894676208496108 90.372039794921889 1.1309865117073061 2.7321050167083745 59.400131225585945 131.91500091552737 667.56854248046886 57.514093399047859 2.4305000305175786 0.059196500107645995 0.048076000064611442 302.36500549316412 1.4462668895721438 74.941262460000019 73.378749847412124 91.058799743652358 107.47714233398439 0.37481330335140234 85.923751831054702 143.89499664306643 57.735210418701179 0.11000006645917894 0.13167417049407962 decision_type=8 8 8 10 10 10 10 8 8 2 10 8 10 10 8 10 8 10 10 2 10 10 10 8 8 10 8 10 8 8 left_child=14 12 3 6 5 -5 7 9 -8 -3 -9 -10 13 -2 -1 -16 17 -17 21 -20 -21 -18 -23 24 25 -24 28 -25 -27 -26 right_child=1 2 -4 4 -6 -7 8 10 11 -11 -12 -13 -14 -15 15 16 18 -19 19 20 -22 22 23 27 29 26 -28 -29 -30 -31 leaf_value=0.00018504460019299802 0.070436627737803695 0.036690171026727114 -0.00049276307158910694 0.068545941051654527 0.15223923849580742 -0.060365648744924665 -0.071130650205804224 -0.15324173561019083 0.063425457234353361 -0.06408883626772971 -0.030185872386818226 -0.025126067012184467 0.14755052027774948 -0.044153070842767116 -0.061149873507209018 0.030479463600066106 0.064080986524839276 -0.1014905907739459 0.055425104436971219 -0.066652422885659326 0.098274681253733634 -0.092916057088016896 0.048764275079858754 -0.11265909300758375 0.16141678623393418 -0.12229429620560162 0.085291170185550103 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1283.7388305664065 1.2210472226142886 0.039457499980926521 2.6173266172409062 73.93013833000002 52.546287536621101 1.203055262565613 1.137657165527344 79.618289135000012 51.714319229125984 2.6600034236907963 86.518749237060561 -0.006449999986216425 1.1408789753913882 2.711575031280518 90.726867675781264 6746.2304687500009 7967.4946289062509 19002.500000000004 95.10858535766603 3420.414916992188 103.47080230712892 110.6290969848633 101.59129714965822 decision_type=8 8 10 8 10 8 10 2 8 10 10 10 2 2 10 10 8 10 8 2 8 10 10 10 10 8 10 8 10 8 left_child=1 2 3 4 -1 -4 9 -8 -5 -6 11 -10 -13 14 18 16 -16 -18 -2 20 22 -22 -15 -24 26 -26 27 29 -29 -21 right_child=13 -3 5 8 6 -7 7 -9 10 -11 -12 12 -14 19 15 -17 17 -19 -20 24 21 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.061821988434340364 -0.054984100089260815 0.00017049525917256194 0.0090642020324343854 -0.094452789501187739 -0.054220307959609394 0.087610052042015815 -0.18687149152726865 0.041727882589478169 -0.13786268847666289 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13.960767955213326 61.537723427868059 3.8129307338622302 leaf_count=24 97 64646 102 44 16 97 24 44 16 170 23 44 15 68 50 96 99 21 4951 855 48 16 14 79 138 753 12362 433 791 39 internal_value=0 0.000294095 0.0190292 0.00350594 0.0268399 0.0538415 0.0404801 -0.0466716 -0.0274401 0.0556445 -0.00486801 -0.0342933 0.000663347 -0.00109836 0.00278697 0.0523785 0.0107313 -0.0606736 0.000738153 -0.0031878 -0.0392699 0.0217459 -0.0641561 -0.0250617 -0.00249263 0.0166969 -0.00359471 -0.0154208 -0.0302092 -0.00224144 internal_weight=0 6196.74 40.6135 28.0884 16.0137 12.525 13.8786 2.05696 12.0747 11.8216 9.03231 5.81948 4.35095 1699.6 594.368 23.5813 10.4768 6.07915 570.786 1105.23 20.891 6.05221 14.8388 7.87641 1084.34 58.8925 1025.45 160.215 75.4985 84.716 internal_count=86175 65265 619 420 278 199 254 68 142 186 98 75 59 20910 5314 266 170 120 5048 15596 225 64 161 93 15371 891 14480 2118 1224 894 is_linear=0 shrinkage=0.1 Tree=786 num_leaves=31 num_cat=0 split_feature=9 9 8 8 5 6 2 9 3 7 4 7 1 3 2 0 9 9 1 6 3 1 6 6 0 1 8 3 6 9 split_gain=0.279016 4.25484 18.4887 11.6499 8.57064 7.98835 7.91987 6.94682 6.35981 6.29705 6.7723 4.65506 3.66088 5.68634 3.59265 3.14188 5.50301 9.14817 4.61495 2.68435 3.74735 3.85801 4.52154 3.76615 3.57209 2.6657 4.55882 3.88808 2.58994 2.58945 threshold=1.206338703632355 1.2112911343574526 83.351226575000013 68.659882405000019 2.6000032424926762 54.627439498901374 403.80993652343756 1.2096731066703799 800.78533935546886 90.781970977783217 0.068003501743078246 92.152797698974624 143.89499664306643 68.530090332031264 776.60021972656261 -0.019999990239739415 1.2526250481605532 1.2476399540901186 94.480247497558608 51.968187332153327 1212.7578125000002 117.53895187377931 55.804910659790046 52.909761428833015 0.10521500185132028 87.642147064208999 80.871604945000016 173.97499847412112 51.001256942749031 1.2012907266616824 decision_type=2 2 8 10 8 10 10 2 10 10 10 8 10 8 10 8 2 2 10 8 8 8 8 10 8 10 8 10 10 2 left_child=29 2 3 6 5 -4 -2 11 -6 -9 -11 -5 13 -8 -15 16 17 -3 -18 -13 21 22 -21 -22 -24 27 -27 -26 -16 -1 right_child=1 15 4 7 8 -7 12 9 -10 10 -12 19 -14 14 28 -17 18 -19 -20 20 23 -23 24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00013541321679569072 -0.10619883498580251 0.12900381632887112 0.0060851313621846162 -0.063394233661725294 0.078350367080064973 -0.26526112662854689 0.14688727183541808 0.14016528149149945 -0.12373804253218855 -0.081620034012464565 0.082652321953340227 0.12370321320276363 0.12486966396820841 0.063954391734212038 0.033278473756905499 -0.00021511786028051037 -0.038848431540409893 -0.12028392207257615 0.13364950406625395 0.12209258665455754 -0.093537393717658901 -0.046411096851774053 -0.071197330050770002 0.057965219025272463 0.051415177718645858 0.079670570564063389 -0.040782127281809515 0.18292373871204051 -0.12820792048676363 -0.015673466658595654 leaf_weight=4523.6864087084741 8.8359061405062693 2.3583441417795248 1.4920614016009466 4.937368841841816 3.209597671375378 3.9763268828392029 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9.46562 7.61107 3142.44 15.2664 6.27556 8.99087 52.6291 49.2 42.2429 37.9459 6.95711 30.2662 27.4556 12.6897 14.7659 5.53933 4633.55 internal_count=86175 44070 1017 777 240 81 187 590 159 183 87 407 139 127 110 43053 204 78 126 375 345 288 257 57 203 190 63 127 82 42105 is_linear=0 shrinkage=0.1 Tree=787 num_leaves=31 num_cat=0 split_feature=0 0 5 1 0 2 4 1 6 7 9 1 9 6 3 6 1 9 0 4 4 7 6 7 9 6 8 4 2 1 split_gain=0.287123 2.66429 2.65997 2.5494 2.22757 2.65165 2.07713 3.81354 3.25386 5.51324 2.64892 4.31539 3.48215 2.73374 3.40894 3.2606 3.21399 3.23507 5.51111 2.69546 2.47229 3.5587 2.12578 2.1122 2.34453 7.04011 2.05543 1.9612 1.8741 1.98877 threshold=0.25002999603748327 0.23959012329578402 2.7374449968338017 162.71350097656253 0.2443000674247742 763.82550048828136 0.093102000653743758 78.752498626708999 59.400131225585945 99.504287719726577 1.232557535171509 139.81220245361331 1.2577676177024844 54.970867156982429 1869.7449951171877 49.212829589843757 131.06404876708987 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0.613547 0.903748 0.671303 0.572568 0.553817 0.498847 0.478948 0.421764 threshold=119885.89843750001 51.653978347778327 1647.2347412109377 594.77999877929699 70.628452205000016 7637.8703613281259 288227.26562500006 90.124980926513686 65.80944297500001 142.36499786376956 0.050005000084638603 71.164203643798842 52.968900680541999 54.137121200561531 54.950485229492195 856.39001464843761 1.1326038241386416 1.1477001309394839 50.568756935000003 66.415079260000013 0.10999006778001787 2.6299934387207036 70.174999237060561 803.02801513671886 68.712821960449233 107.31589508056642 47.632367260000002 0.059998499229550369 3759.551635742188 288227.26562500006 decision_type=8 10 10 8 10 10 10 8 10 8 8 8 8 10 8 10 2 2 10 10 10 10 10 8 10 10 8 10 8 8 left_child=29 2 3 8 18 17 7 -7 -2 10 -3 22 21 -14 -15 -16 -11 -6 -4 -20 26 -12 23 -5 -25 -22 -13 -10 -19 -1 right_child=1 9 4 11 5 6 -8 -9 27 16 12 20 13 14 15 -17 -18 28 19 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=9.9521475787157649e-05 0.11763336469207697 0.085734316376728695 -0.020125025894215436 0.099822251459850631 0.097064238153648161 -0.023533204895112677 -0.0024257139129861905 -0.16725549523106789 -0.11903639502958746 0.02762528684230869 -0.0034151769728439536 0.022977045178993571 -0.087044763301583977 0.13786681904222919 -0.071625469336242448 0.051140561499595283 -0.10993905739195631 -0.081416051551341351 0.022068457049849527 0.13557014401649489 0.10480908542911074 0.098508069850035324 0.12472589276843221 0.062469465970503582 -0.17353348105944311 -0.12607786241145244 -0.16771859530011088 0.012436285887404426 0.019034536537275864 -0.0083073696454115352 leaf_weight=7794.1510388461556 0.56560875446284953 3.7201655599055821 1.9267757870256881 0.24801456480054163 0.95064790913602371 1.0026318290729253 1.7765929598099317 1.6839553991294449 0.60027654826626509 0.92764171864837353 1.14808819850441 0.16120471954888849 2.73369824270958 1.4135153835868548 1.6625105601269754 1.5090439857704039 1.1555090500769436 0.86688451973895975 2.1129417877916699 1.1363262313398079 0.20519523253460636 1.7441370537253531 0.2090701162815094 0.15415395191106995 0.55251984298229218 0.22537389604985947 2.7554117659239949 0.55583131604362279 1.049084832353401 60.136264881713942 leaf_count=84113 7 42 12 7 22 31 24 21 44 12 16 59 38 16 18 28 35 21 39 17 20 97 2 153 3 20 284 22 23 929 internal_value=0 -0.00875623 -0.0322731 -0.0800241 -0.00847493 -0.0365482 -0.0693576 -0.113618 0.00115709 0.0187611 0.0288457 -0.111009 0.00811955 -0.0116115 0.0333631 -0.0132127 -0.0486807 0.0145344 0.0312797 0.061762 -0.139024 0.058049 -0.0304332 -0.064412 -0.122052 -0.0160447 -0.157179 -0.0558272 -0.0264146 3.51542e-05 internal_weight=0 34.7528 18.7385 6.23266 12.5058 7.3298 4.46318 2.68659 1.72172 16.0143 13.9312 4.51094 10.211 7.31877 4.58507 3.17155 2.08315 2.86662 5.17604 3.24927 3.34719 2.89223 1.16376 0.954688 0.706674 0.430569 2.91662 1.15611 1.91597 7854.29 internal_count=86175 1133 831 621 210 142 76 52 73 302 255 548 213 100 62 46 47 66 68 56 383 113 165 163 156 40 343 66 44 85042 is_linear=0 shrinkage=0.1 Tree=789 num_leaves=31 num_cat=0 split_feature=4 5 5 2 8 1 3 7 4 5 2 9 6 1 3 4 5 8 3 0 9 0 1 3 1 6 9 7 0 8 split_gain=0.26293 2.28912 6.38254 6.10641 3.97725 3.67734 5.65815 4.77308 3.67641 3.01235 8.56678 3.50252 2.86845 2.85688 4.10933 2.77299 2.60991 3.49018 2.76779 2.94826 2.465 5.5274 2.39754 2.69989 3.13109 2.15149 2.03416 3.42397 2.02082 1.93682 threshold=0.090002503246068968 2.6852366924285893 2.689985036849976 1881.8937988281252 68.659882405000019 117.53895187377931 44.471200942993171 94.829181671142592 0.10405899956822397 2.68000340461731 302.36500549316412 1.0646093487739565 50.237092971801765 96.290100097656264 45.620000839233406 0.099994499236345305 2.6928167343139653 59.604882060000008 36.131723403930671 0.15000005066394809 1.1777723431587221 0.21245000511407855 99.392101287841811 89.33499908447267 89.910800933837905 54.590385437011726 1.024965286254883 93.319149017333999 0.15233500301837924 65.631410680000002 decision_type=8 10 10 8 8 10 10 8 10 10 10 2 8 10 10 8 10 10 10 8 2 10 8 10 10 10 2 8 8 10 left_child=-1 9 3 4 22 12 7 -7 -9 29 15 -12 -4 -13 -15 -11 17 25 -19 -20 -17 -22 23 24 -3 -14 27 -18 -24 -2 right_child=1 2 5 -5 -6 6 -8 8 -10 10 11 13 16 14 -16 20 26 18 19 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00069708143378506516 0.0029480186991474953 0.0045884065521640668 -0.10493914380928415 -0.15195527874854703 -0.13535389286467123 0.14206637854891649 -0.093373629036075656 -0.11873234624060088 0.037787680399355705 0.068039815950773352 -0.015417026768741144 0.047315215131958299 -0.062732179998523027 0.044133179138778601 0.18480230922619489 -0.12876770696617876 0.19365502525774456 -0.00083548657415921353 0.035642122293313823 0.14297605903108451 0.10823468501942757 -0.10959632185655187 0.033066420750770556 -0.056289567532714538 0.13777756751631126 0.035970191101279685 -0.0045847048430329856 0.0049692066835983987 -0.10148638524765632 -0.0015773998888331928 leaf_weight=3190.8400093955697 1386.9567672093253 7.1958118659533827 2.6279890106889061 5.195771594066172 3.2151908800005904 2.204922807519325 10.990645291807594 2.6329927843471532 3.4894902411615476 1.7521346022167543 4.8821392990648773 11.887424044311048 4.9044841788709181 3.6859009546460566 4.7567172840208514 3.916441520676015 1.3921132730320085 4.9562145397430859 5.0346096769499118 5.2047128614221938 1.9470115033909676 2.8998140654693998 1.4801436046968763 4.5609977506101123 2.3387181746584247 4.0174393663182855 222.72272775865713 3.1107654340219142 4.5395845698453741 2972.8980622913405 leaf_count=42096 16475 64 78 38 18 12 150 31 34 26 42 78 35 23 30 28 8 48 30 47 14 49 13 38 18 35 2147 436 66 23968 internal_value=0 -0.000479248 -0.00890373 -0.0539144 -0.0320803 -0.00420547 -0.0462652 0.0159094 -0.0295242 9.92053e-05 0.0290179 0.0606418 -0.00100625 0.0789068 0.123389 -0.0468048 8.04539e-05 0.0313587 0.0605081 0.0902006 -0.0697669 -0.0220917 -0.0155732 0.00698829 0.0372583 -0.0182876 -0.00323938 0.0633035 -0.0684023 -0.000137774 internal_weight=0 4697.4 301.815 28.5262 23.3304 273.289 19.3181 8.32741 6.12248 4395.58 35.7276 25.2122 253.971 20.33 8.44262 10.5154 251.343 24.1175 15.1955 10.2393 8.76327 4.84683 20.1153 14.0955 9.53453 8.92192 227.226 4.50288 6.01973 4359.85 internal_count=86175 44079 3346 255 217 3091 227 77 65 40733 290 173 2864 131 53 117 2786 195 125 77 91 63 199 120 82 70 2591 444 79 40443 is_linear=0 shrinkage=0.1 Tree=790 num_leaves=31 num_cat=0 split_feature=8 8 9 7 8 3 8 6 7 3 1 1 7 0 1 3 5 1 8 8 7 6 1 0 2 2 9 7 9 1 split_gain=0.309204 7.20622 6.63229 6.85482 5.68075 6.35254 6.81636 12.3481 8.10607 6.80713 6.47225 11.0975 6.09244 6.02517 8.81147 5.92034 5.54798 10.2515 5.04709 8.9951 13.9299 8.19067 11.474 19.6793 8.12045 7.69477 7.08177 6.44912 6.15947 5.94289 threshold=70.628452205000016 70.190128230000013 1.0943974852561953 97.963802337646499 71.117230790000008 66.740806579589858 70.87353305500001 55.479749679565437 96.289451599121108 31.272417068481449 96.005779266357436 85.366905212402358 94.829181671142592 0.27005000412464147 74.04019927978517 6044.5651855468759 2.6600034236907963 99.708000183105483 69.472333410000019 69.293986920000023 94.70849990844728 58.295309066772468 90.188610076904311 0.57029998302459728 814.69497680664074 397.03614807128912 1.1980048418045046 95.422435760498061 1.1777723431587221 118.14445114135744 decision_type=8 8 2 10 8 10 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 10 8 10 10 2 10 2 10 left_child=1 18 -3 16 5 6 7 8 9 13 11 -8 -13 -2 -15 -7 -4 -18 19 -1 -21 22 -20 24 25 -24 -26 -27 -25 -22 right_child=4 2 3 -5 -6 15 10 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 21 20 29 -23 23 28 26 27 -28 -29 -30 -31 leaf_value=-0.00011711884837608286 0.10755586245074125 0.028516974616911966 -0.093415933747391225 0.035613154311366711 8.1966164874744839e-06 0.07805757144310338 0.066729434720343053 0.086822480641904329 -0.17920707870412336 -0.10638979487048615 0.10480642101675389 -0.023967172755240278 -0.23457917031857051 0.080227543929557082 -0.1086876572170342 -0.0085246016107967532 -0.04473128234335428 0.098685913795525271 0.052940499269921219 0.012639080026936485 -0.13836540994686158 -0.066521009310749973 0.043223089055650199 -0.21807380603628632 -0.0054079243212466306 -0.038488048845591372 0.082354789032782788 -0.20644255808755113 -0.062049788051834434 -0.0045863086325310925 leaf_weight=3677.1032510989512 4.3046968579278406 18.841749198109028 19.395615046851162 11.544787256047128 3812.3067441556477 29.463231347646797 9.7813433693954739 7.6684513911604872 4.5160430148243895 8.0364445373415929 10.14369151368737 3.4141549291089168 2.2979295393452048 4.1074563488364237 6.1893119420856237 10.789604233577846 56.988278611563146 5.4617405682802191 70.370518410592922 18.58265311550349 14.989888646174224 10.557983878999947 7.0617192848585573 4.6283119991421682 16.115556134609506 7.2318348372064047 21.40852424222976 3.3430621993611567 5.581637185998261 4.2655676286667576 leaf_count=38289 22 125 127 78 45270 208 80 48 23 37 68 32 12 22 34 68 283 41 528 215 91 52 59 22 87 46 121 20 46 21 internal_value=0 -0.000624856 -0.0256038 -0.0365228 0.000627487 0.0240697 0.0035771 -0.0252333 -0.0568786 -0.0324752 0.0427097 0.00205439 -0.108695 0.00820635 -0.033328 0.0548496 -0.0466979 -0.0321883 0.000101189 -0.000616278 -0.0491245 0.0183197 0.0249186 -0.00524655 0.0183588 -0.037607 0.0446631 -0.0915838 -0.132778 -0.10873 internal_weight=0 3973.47 112.232 93.3904 3913.02 100.712 60.4595 34.8224 27.154 22.6379 25.6371 15.4934 5.71208 14.6015 10.2968 40.2528 81.8456 62.45 3861.24 3714.94 37.8381 146.299 135.741 65.3706 55.1607 17.6366 37.5241 10.5749 10.2099 19.2555 internal_count=86175 40251 654 529 45924 654 378 186 138 115 192 124 44 78 56 276 451 324 39597 38616 327 981 929 401 333 125 208 66 68 112 is_linear=0 shrinkage=0.1 Tree=791 num_leaves=31 num_cat=0 split_feature=9 9 1 4 8 3 1 7 3 8 8 2 7 1 3 9 3 7 4 6 5 4 9 9 0 1 3 5 0 6 split_gain=0.292809 3.0026 11.5999 11.4097 8.84819 15.3458 8.38224 5.87096 9.97919 6.43862 6.18008 5.36511 5.07413 4.65045 5.26119 5.05812 4.46201 3.83848 3.50606 3.21535 3.1497 2.19406 2.03848 5.83271 8.29749 5.51474 6.07191 4.13061 4.30181 6.89128 threshold=1.1761901974678042 1.1710925102233889 90.728351593017592 0.1071133352816105 59.244131955000007 206.50534820556643 132.85200500488284 90.492675781250014 111.00000000000001 69.293986920000023 70.393947905000019 776.60021972656261 104.69990539550783 192.29094696044925 697.06835937500011 1.1744956374168398 9.9818997383117694 95.941101074218764 0.059998499229550369 55.995513916015632 2.5400049686431889 0.14002999663352969 1.1861543059349062 1.1844688057899477 0.09000007808208467 74.43500137329103 9.5827898979187029 2.684436678886414 0.1998868137598038 52.165784835815437 decision_type=2 2 10 10 8 10 10 8 10 10 10 8 8 10 10 2 10 10 10 10 8 10 2 2 8 10 10 10 10 10 left_child=1 -1 7 4 5 -4 -5 18 9 -9 21 12 -12 14 -6 -16 -14 -10 -3 -8 -18 -11 23 27 -25 26 -26 28 -2 -30 right_child=22 2 3 6 13 -7 19 8 17 10 11 -13 16 -15 15 -17 20 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.0001469919275074599 0.020323968585012203 -0.16505980994706926 0.21869317060318172 -0.069794877447661996 -0.13213291483217604 -0.093504901922058556 -0.0033965012767592402 -0.11797972592337679 0.11605269520144212 0.11555884899286449 0.11636413275245193 -0.11561672360294301 0.086371402558830121 0.036717753411682118 -0.11804275784949927 0.023433883019054663 -0.011243304080796292 -0.012023356019742765 -0.00078486146257805462 0.12976790383465597 -0.14459520966035849 0.00036856894559998471 6.1163154663836585e-05 -0.0053709736261099272 0.10694749269410908 0.11628526881961515 -0.19293392438315118 -0.025764740613655704 -0.18179601046667804 -0.0078628386682619272 leaf_weight=3872.4819834502828 110.12182671149094 2.6257664910517624 2.6261084377765647 5.2856620401144019 22.422269993418013 3.9315700847655535 2.5848907157778722 4.3305176608264473 12.931669864221474 6.1225048080086726 3.4462485456606382 4.3897794313961631 2.6787284920574166 2.4882518947124472 4.9122062217102194 5.2045731519574474 4.4547729715704918 2.8570355772972098 2.5716064334847033 6.0738995224237442 2.9402583427727222 2.2653694897890091 3685.5518333161385 15.71484656690154 1.3935219065751909 15.698784242244072 1.3098306665197013 39.309518673457205 2.461483073886483 30.542448629828868 leaf_count=34986 1016 26 11 25 259 68 13 37 97 62 64 74 29 12 44 35 26 20 18 48 37 12 48138 105 25 189 20 343 19 317 internal_value=0 -0.000603887 -0.0171174 -0.0488398 -0.0750885 0.0315189 0.0294386 0.0170113 0.0282969 -0.00499374 0.013612 -0.0195636 0.0116236 -0.0950471 -0.105123 -0.0452602 -0.0242083 0.0928768 -0.0837783 0.0900146 -0.0642639 0.0844486 0.000615194 0.0100444 0.0479953 0.0935685 -0.0383513 0.00294721 0.010833 -0.020835 internal_weight=0 3979.63 107.144 55.5294 41.585 6.55768 13.9445 51.6143 46.4169 30.6282 26.2977 17.9098 13.52 35.0273 32.539 10.1168 10.0738 15.7887 5.19737 8.65879 7.39503 8.38787 3902.1 216.552 34.117 18.4021 2.70335 182.435 143.126 33.0039 internal_count=86175 36003 1017 515 429 79 86 502 458 341 304 230 156 350 338 79 92 117 44 61 63 74 50172 2034 339 234 45 1695 1352 336 is_linear=0 shrinkage=0.1 Tree=792 num_leaves=31 num_cat=0 split_feature=5 5 2 6 6 2 0 7 4 8 2 7 3 6 2 7 3 0 0 0 1 0 0 5 7 6 0 3 5 4 split_gain=0.283487 3.85909 3.58757 2.79526 2.08347 4.59132 4.47036 2.67873 1.93508 2.96954 2.00679 2.63844 3.61339 2.93261 2.78162 2.51658 2.26221 3.90057 2.97314 2.20379 1.97945 2.24623 1.97679 2.14849 1.8809 2.5888 3.52223 4.88789 3.76501 2.29372 threshold=2.7169150114059453 2.7161099910736088 635.75497436523449 51.940803527832038 54.704156875610359 3131.3349609375005 0.25704999268054968 98.729282379150405 0.19910333305597308 68.659882405000019 763.82550048828136 93.319149017333999 65.085384368896499 58.384933471679695 430.78500366210943 93.113033294677749 210.29000091552737 0.16000659018754962 0.12999981641769412 0.099210001528263106 116.91954803466798 0.22501661628484729 0.3790500015020371 2.7229099273681645 86.997737884521499 54.282121658325202 0.16989340633153918 164.72000122070315 2.7343299388885502 0.10000333562493326 decision_type=10 10 8 10 10 10 10 8 10 8 10 10 10 10 8 8 8 10 10 10 8 10 8 10 10 8 10 10 8 10 left_child=1 -1 -3 -4 24 8 7 -7 10 -10 11 13 14 15 22 -6 17 -12 -18 -14 -21 -22 23 -13 25 29 -27 28 -28 -2 right_child=4 2 3 -5 5 6 -8 -9 9 -11 16 12 19 -15 -16 -17 18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-7.1344511931352968e-05 -0.021632033055107136 -0.12885044487094963 0.050449767361350928 -0.080013490426782366 -0.0041124387115971861 -0.12627694865047143 0.059733916877536278 0.017223598123327421 0.093839952970554141 -0.022580619160728024 -0.02968729231211141 -0.053141766998928766 0.081474978550093627 -0.071841626166032749 -0.082625722702447835 0.10143619539805111 0.060855108930159198 0.091171530742740009 -0.069613788807244753 -0.11548878629199776 -0.12288061850409292 0.0847137797339369 -0.06625044802618725 0.036025823948361298 0.007685137588057331 -0.082192682215146348 0.48952275983395177 0.0084936026907293655 0.13577211852074397 0.0747009581007676 leaf_weight=7343.077358717851 52.664544982770849 4.4328994004099487 3.4059319408770543 3.1715188848538673 4.5394026606527378 7.5890818529423969 2.1112961077506034 1.5699315745296196 4.8232147211347156 4.0145374387502679 4.2314486161922122 3.3884048228610579 0.77727704776407236 2.6148027147173698 4.5540428533422519 4.4965751364397883 2.697604067689098 7.2382732179139566 4.9546178559940017 8.1644039294960713 0.93305956570839166 1.1808831312864638 3.3440675115816694 13.343388014720402 375.62843640928895 1.1436092862722933 0.4881688171226416 1.5892648848785027 0.78414416105010798 2.5933821893704581 leaf_count=74016 1691 54 47 34 114 106 56 16 371 22 38 37 26 42 39 70 43 73 133 173 46 29 62 168 8190 99 19 81 241 39 internal_value=0 -0.000160048 -0.0593184 -0.0124571 0.00225282 -0.0119149 -0.0714417 -0.10168 -0.00300494 0.0409561 -0.00885096 -0.0198954 -0.0333853 0.0214231 -0.0120661 0.0484117 0.0184896 0.0465839 -0.0236202 -0.0808807 -0.0931585 -0.00691498 0.00393979 0.0179682 0.00507294 -0.011484 0.0661485 0.125432 0.271501 -0.0171109 internal_weight=0 7354.09 11.0104 6.57745 521.458 86.5663 11.2703 9.15901 75.296 8.83775 66.4583 47.3363 35.6855 11.6508 24.6299 9.03598 19.1219 11.4697 7.65222 11.0556 10.2783 2.11394 20.0759 16.7318 434.892 59.2631 4.00519 2.86158 1.27231 55.2579 internal_count=86175 74151 135 81 12024 1664 178 122 1486 393 1093 806 580 226 306 184 287 111 176 274 248 75 267 205 10360 2170 440 341 260 1730 is_linear=0 shrinkage=0.1 Tree=793 num_leaves=31 num_cat=0 split_feature=9 9 3 3 0 5 7 8 3 9 7 1 1 5 4 5 9 6 8 1 2 2 7 3 1 8 9 8 2 8 split_gain=0.282845 4.9588 9.80431 5.25224 8.55214 6.39473 4.8856 3.44065 6.87021 5.93924 8.85562 5.86575 7.44041 5.86214 5.4878 5.07218 7.15335 6.84113 5.44671 5.93084 6.34174 6.68702 4.93243 4.9646 4.54257 4.08789 4.51829 9.18777 5.3331 6.07606 threshold=1.2342023253440859 1.2358905673027041 257.75955200195318 24.500749588012699 0.080014999955892577 2.6213200092315678 94.423061370849624 69.472333410000019 262.00399780273443 1.2593680024147036 92.847381591796889 75.154251098632827 64.890895843505874 2.5399399995803837 0.10809033364057542 2.5201749801635747 1.2526250481605532 60.596574783325202 77.190249095000013 104.39070129394533 403.80993652343756 1057.6399536132815 103.21296691894533 6.3065781593322763 125.68610000610353 82.915767860000017 1.2459819912910464 73.557281720000006 189.51499938964847 82.483280285000021 decision_type=2 2 10 10 8 8 8 10 8 2 8 10 10 10 10 8 2 10 10 10 10 10 10 10 8 10 2 10 10 10 left_child=-1 2 3 -2 -5 -6 -4 8 -3 10 -9 12 -12 -14 -10 24 22 18 -18 20 -20 -22 23 -17 -13 26 27 -25 29 -29 right_child=1 7 6 4 5 -7 -8 9 14 -11 11 15 13 -15 -16 16 17 -19 19 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.00043833264686615021 0.062188589857851362 -0.0045761767296208572 -0.018505260751585158 0.14739979366494596 0.052907247200351053 -0.1004994569286589 0.15450825808422913 0.083989829393046389 -0.080342426712634599 0.00022538098616204538 0.02581493575233329 0.0018205304142460167 -0.05532884084665745 0.094025788188068796 0.038157748845339935 0.13272343174885734 0.11971541117617619 -0.089582451117500406 0.14206289036164374 0.078587538300676635 -0.25772341497103707 -0.0091210169266180263 0.13520497494310513 0.11880677427710651 -0.11233721169186051 0.030166160066938671 0.021448131927668038 -0.10495676533329226 -0.097584038056880026 0.082906865189611267 leaf_weight=5140.1879169615331 9.9521591514353549 438.24368842250033 2.0353239476680729 2.3268001328106038 3.7012126951594846 10.22137766099695 8.2393343059229665 18.318481638940284 20.691573420840545 2008.034753784892 26.971511838404695 14.907781599671582 33.359254842871451 2.8526875096431459 4.8180424005986415 3.1224087886512271 16.309660866856575 2.6517461724579325 1.4838030335959072 13.801776781678198 1.6478037536144254 3.151029463740997 3.2207579389214507 3.0935238972306278 4.549447549681644 34.241118521604221 18.882447976619005 2.8959566764533546 15.626290932297705 4.2455609813332558 leaf_count=47870 81 8290 15 19 35 84 105 291 3081 24037 398 176 436 68 61 25 127 14 30 100 20 49 19 18 43 383 132 31 110 27 internal_value=0 0.000820619 0.0374447 0.00497904 -0.0300597 -0.0597175 0.120236 0.000325311 -0.00751271 0.00195286 0.0173471 0.01145 -0.0139472 -0.0435631 -0.0579611 0.0226067 0.0300343 0.0654869 0.0767856 0.0419242 -0.0386183 -0.0944851 0.0138112 0.00904943 -0.0248716 0.00416038 -0.0157411 -0.0428945 -0.0648653 0.00672629 internal_weight=0 2733.6 36.4762 26.2015 16.2494 13.9226 10.2747 2697.12 463.753 2233.37 225.333 207.015 63.1835 36.2119 25.5096 143.831 124.374 39.0458 36.3941 20.0844 6.28264 4.79883 85.3281 82.1073 19.4572 78.9849 44.7438 25.8613 22.7678 7.14152 internal_count=86175 38305 339 219 138 119 120 37966 11432 26534 2497 2206 902 504 3142 1304 1085 340 326 199 99 69 745 726 219 701 318 186 168 58 is_linear=0 shrinkage=0.1 Tree=794 num_leaves=31 num_cat=0 split_feature=5 6 6 3 2 3 0 5 0 3 7 6 1 0 5 9 0 6 1 0 7 1 1 9 9 8 4 8 2 9 split_gain=0.278775 2.55809 3.30985 3.14502 3.09431 3.64373 2.55243 3.16478 2.49808 3.83633 2.13488 1.86945 1.91288 1.98271 1.81475 1.98692 3.60706 2.46574 1.73103 1.65916 1.75381 1.37121 4.08758 3.09665 2.79459 2.40428 3.0604 2.08806 2.07501 1.86405 threshold=2.3698499202728276 52.819286346435554 53.432479858398445 306.47000122070318 2881.819946289063 189.72499847412112 0.57029998302459728 2.3562499284744267 0.57029998302459728 426.97000122070318 95.120311737060561 54.664556503295906 136.95379638671878 0.61000007390975963 2.3904000520706181 1.203055262565613 0.36834999918937689 58.384933471679695 102.86154937744142 0.55435001850128185 95.549999237060561 102.86154937744142 137.54299926757815 1.204683840274811 1.206338703632355 57.044835510000006 0.18784166872501376 55.664277840000004 130.84089660644534 1.2079980969429018 decision_type=8 8 10 8 10 8 10 8 10 10 8 10 8 10 8 2 10 10 10 8 8 8 8 2 2 10 10 10 10 2 left_child=1 -1 4 6 5 -3 7 19 9 -6 -8 -12 13 -13 15 16 -2 -17 -19 20 -4 25 24 -24 -23 27 -27 -22 -28 -25 right_child=14 2 3 -5 8 -7 10 -9 -10 -11 11 12 -14 -15 -16 17 -18 18 -20 -21 21 22 23 29 -26 26 28 -29 -30 -31 leaf_value=-0.076258147654145819 0.10754847879032325 0.081547742508649546 -0.090127521063514002 -0.083606722978880638 -0.11873914214193373 -0.10715481916181131 0.10582093777979987 0.11182541075248634 0.24528257125560005 0.35123132199203411 -0.10895479579443684 0.083582948649219793 -0.068971854300411542 -0.01499856261741267 1.6383758955230353e-05 -0.097749845008489933 -0.03213412945260069 -0.046388132533481743 0.07805302596039522 0.10415712242441455 0.046024516408475949 0.060865503066919679 -0.059497010254395771 0.11294542762870263 -0.096681498666464125 0.15399412435622803 -0.084869584857741681 -0.10509759569187756 0.079159322240112309 0.025432724499326653 leaf_weight=3.6594285890887397 2.5013315543833432 3.711886922624493 1.6986244985600922 3.9773424081142812 0.55846257787197862 1.4127228029155459 1.2761237479244325 3.5186397462384766 1.5011441498354541 0.2520950026510036 2.4814072599197088 2.4750175075605538 5.1354675004258743 11.612288065727766 7757.2421537890059 6.5332299383881018 7.0856078140495811 3.3182120021083392 1.6857166212284935 1.9332371088676144 2.1635198732424201 1.4139577820897091 3.9605451356619623 2.790193140506747 5.5264111532014795 3.111870007996913 1.2647454242687675 1.5834676558151839 1.9763977552356662 19.064991915598512 leaf_count=160 21 138 23 108 17 161 26 43 15 69 82 28 87 465 83954 136 107 49 19 13 26 11 25 14 89 37 31 54 19 148 internal_value=0 0.00559493 0.0091439 0.00298837 0.0728523 0.0295273 0.00770728 0.0203843 0.168896 0.0274284 -0.0198788 -0.0272695 -0.016725 0.00232135 -6.33237e-05 -0.0293337 0.00431051 -0.0572908 -0.00446657 0.0134632 0.00952802 0.0134779 0.00354539 0.0218616 -0.0645845 0.0456909 0.0831608 -0.0178393 0.0151526 0.0366052 internal_weight=0 88.06 84.4006 76.9642 7.43631 5.12461 72.9869 50.0066 2.3117 0.810558 22.9803 21.7042 19.2228 14.0873 7778.37 21.1241 9.58694 11.5372 5.00393 46.488 44.5547 42.8561 32.7561 25.8157 6.94037 10.1 6.35301 3.74699 3.24114 21.8552 internal_count=86175 1889 1729 1329 400 299 1221 533 101 86 688 662 580 493 84286 332 128 204 68 490 477 454 287 187 100 167 87 80 50 162 is_linear=0 shrinkage=0.1 Tree=795 num_leaves=31 num_cat=0 split_feature=5 1 7 8 8 9 1 2 6 3 7 4 7 2 4 3 7 3 0 6 4 2 6 8 9 8 3 8 4 3 split_gain=0.260031 2.26127 2.99748 3.1818 4.46836 10.2913 10.7763 7.09437 6.00271 6.11896 5.17583 5.04807 4.89696 5.53588 4.37001 6.16902 5.11401 5.64448 4.34717 8.58575 5.88587 4.24929 4.19865 4.10571 8.09366 7.64868 6.49236 5.9367 5.82978 4.9764 threshold=2.6498100757598881 139.81220245361331 84.420028686523452 65.504867765000014 64.373716720000019 1.1293502449989321 94.790111541748061 524.88000488281261 57.435873031616218 222.09999847412112 99.208786010742202 0.058555500581860549 98.913600921630874 1486.6809692382815 0.075008500367403044 450.58499145507818 92.734897613525405 66.740806579589858 0.18998345732688907 53.122838973999031 0.033004999160766609 1715.7805786132815 56.477449417114265 59.071444280000001 1.1426048278808596 52.66233285500001 325.70500183105474 63.23751475000001 0.078765001147985472 1530.5406494140627 decision_type=10 10 10 10 10 2 10 10 10 10 10 10 10 8 10 10 8 8 8 8 10 10 10 10 2 10 10 10 8 10 left_child=-1 2 -2 4 8 14 7 -7 9 10 -4 -12 22 -14 15 -6 -16 -18 19 -8 -20 -10 23 25 -25 -11 27 28 -26 -27 right_child=1 -3 3 -5 5 6 18 -9 21 12 11 -13 13 -15 16 -17 17 -19 20 -21 -22 -23 -24 24 26 29 -28 -29 -30 -31 leaf_value=-0.00034222204873392476 -0.016403235004625143 0.012572736763318413 -0.0044776241307074409 0.0054763617428473773 0.087561994806220789 -0.031443537122071596 0.072461770911803655 0.12536653251039032 0.022636440561888665 0.0087107809586292936 -0.13644603918585491 -0.026706526047171511 0.11590595866332257 -0.013632612845840816 -0.1598095422635705 -0.024223013707403651 0.11267962111237842 -0.035483820136574598 0.028703156987754982 -0.070717672639351123 -0.084656195001928405 0.1249958461451314 -0.12478169824600507 0.092191942404346527 0.11599722196476243 -0.096074882206334047 -0.01978562849278474 -0.11112395177172735 -0.012888175666040357 0.056649719543563654 leaf_weight=5818.6763004646755 105.0109177379577 155.18774340314303 517.70710102398152 836.78999975877923 14.725145776494175 5.7561958381947971 6.8643941792311187 5.784402403049171 55.215527365224261 95.006520804017782 4.4965251731055096 61.851286926584635 9.1322917018060217 5.1648600506614466 2.2183230966329548 7.4267952969094031 3.5185044265817842 9.5504870815202594 5.1139705166979175 10.742006897235113 43.893070486825309 4.377163834302336 2.3410029194037625 15.854474889434639 11.247689760195501 12.027394768083466 28.997695292377557 1.896542175198191 5.1011511906981495 2.5935982776572919 leaf_count=57200 3036 1776 5250 12373 169 68 176 43 872 878 62 647 119 74 11 83 23 57 73 287 995 56 33 191 99 215 1049 146 41 73 internal_value=0 0.00096853 1.59135e-05 0.000981633 -0.00298329 -0.0214076 -0.0420593 0.0471531 -0.000426636 -0.00278297 -0.00784766 -0.0341438 0.0128381 0.06911 0.0217026 0.0500843 -0.0194235 0.00440554 -0.0575151 -0.0148948 -0.0728269 0.0301549 0.00824252 0.0100454 0.0303676 -0.00165125 0.00961977 0.0563543 0.0757825 -0.0689833 internal_weight=0 2045.59 1890.41 1785.39 948.604 115.593 78.154 11.5406 833.011 773.418 584.055 66.3478 189.363 14.2972 37.4393 22.1519 15.2873 13.069 66.6134 17.6064 49.007 59.5927 175.066 172.725 63.0976 109.628 47.2431 18.2454 16.3488 14.621 internal_count=86175 28975 27199 24163 11790 1985 1642 111 9805 8877 5959 709 2918 193 343 252 91 80 1531 463 1068 928 2725 2692 1526 1166 1335 286 140 288 is_linear=0 shrinkage=0.1 Tree=796 num_leaves=31 num_cat=0 split_feature=5 5 2 9 6 4 4 3 5 8 8 8 4 3 9 1 1 0 3 6 3 7 8 0 4 2 2 8 0 8 split_gain=0.307075 3.16902 2.88933 2.44748 1.82175 1.9946 4.21947 2.90975 2.21677 2.17114 2.02698 3.94536 5.79217 4.71691 3.91106 3.59187 4.02372 3.31274 4.69007 6.58694 3.37854 3.42647 3.26204 3.00014 3.10008 2.97175 2.36679 3.55326 6.36032 3.59399 threshold=2.7169150114059453 2.7161099910736088 635.75497436523449 1.1963809728622439 59.081159591674812 0.19435833394527438 0.17531999945640567 50.295619964599616 2.7300167083740239 65.379383525000009 65.504867765000014 64.373716720000019 0.032472500577569015 977.28500366210949 1.1076380610466006 152.39299774169925 119.12260055541994 0.18998345732688907 77.274997711181655 49.875751495361335 1000.0069885253907 101.39843368530275 87.952414245000014 0.71019998192787182 0.12600333243608478 689.15118408203136 390.20500183105474 63.990744600000006 0.28496499359607702 53.385573055000009 decision_type=10 10 8 2 10 10 10 10 10 8 10 10 10 10 2 8 10 8 8 8 10 8 8 10 10 10 10 8 8 10 left_child=1 -1 -3 -4 5 6 10 8 -8 -7 11 26 13 -13 -14 16 -12 18 -16 -20 21 -21 23 24 -18 -23 27 29 -29 -2 right_child=4 2 3 -5 -6 9 7 -9 -10 -11 15 12 14 -15 17 -17 22 -19 19 20 -22 25 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-8.8489248907180307e-05 0.068387104896598647 -0.11714786868537563 0.028491171125469578 -0.10704741665320645 -0.046154813909259636 0.1007612359181541 -0.10970130568636427 -0.13905757941689906 0.017523646282456097 0.012154760823652586 0.007554679948735943 0.070161215310209635 0.10316906122358849 -0.10374991075746454 0.14051700322596494 -0.15712768500699226 0.082236676379897011 -0.077146312107018528 0.15856865231907724 -0.11639869730972036 0.1467461560905638 -0.081025176306458169 -0.077779326265069004 -0.078551592649213117 -0.13989850537745963 0.23623023605278851 7.4827569571035972e-05 0.25249503631120707 -0.023050162019739293 -0.0021276208167730734 leaf_weight=7329.5274510544677 9.9472026427888505 4.3627496618391861 4.5040108105167755 1.8918882468969966 7.6270981167936034 4.2477213898864621 2.0195520997513068 3.3316607299493626 4.2551117135953973 7.9244610327295968 112.72744041344185 8.424378135119694 1.6527815841254767 1.9138691992534393 1.7303155741064991 1.21938333048456 18.827246477172149 22.172093912381566 1.462215790816116 6.7782014242202422 0.65834997936144635 0.62905772076919653 1.738979418776579 1.3647087619174261 0.64994597023178258 0.55640782360569574 264.49349261864063 1.8035823397176489 1.5642588267182875 26.440742675238653 leaf_count=74016 148 54 42 39 443 306 16 27 45 48 4214 106 69 72 27 143 891 571 29 205 34 43 280 19 5 8 3765 91 32 387 internal_value=0 -0.000168095 -0.0544013 -0.0116007 0.00235531 0.00308287 0.00210213 -0.0635285 -0.0234247 0.0430757 0.00339738 -0.000631692 -0.0279347 0.0379659 -0.047051 0.0137329 0.0152727 -0.0543563 -0.0115868 -0.0376857 -0.0709686 -0.0889669 0.0538025 0.0647812 0.0748241 0.0678812 0.00349429 0.0262438 0.124513 0.0171487 internal_weight=0 7340.29 10.7586 6.3959 516.16 508.533 496.361 9.60632 6.27466 12.1722 486.755 350.227 45.9777 10.3382 35.6394 136.528 135.308 33.9866 11.8145 10.0842 8.62202 7.96367 22.5809 20.8419 19.4772 1.18547 304.249 39.7558 3.36784 36.3879 internal_count=86175 74151 135 81 12024 11581 11227 88 61 354 11139 5587 1164 178 986 5552 5409 917 346 319 290 256 1195 915 896 51 4423 658 123 535 is_linear=0 shrinkage=0.1 Tree=797 num_leaves=31 num_cat=0 split_feature=6 4 4 4 9 7 0 9 5 2 5 3 7 8 1 3 6 8 4 3 6 3 0 1 7 0 7 1 5 2 split_gain=0.307071 1.5731 2.14272 2.236 2.68275 3.03799 1.73435 1.58889 1.9194 1.33824 1.39497 1.44444 1.24118 3.58587 3.6448 2.95328 2.42962 2.91017 1.98702 1.48286 1.36275 2.98677 3.25584 2.25538 3.87315 2.55163 2.35639 2.21325 2.04337 2.56616 threshold=51.514183044433601 0.15003500133752826 0.13950666785240176 0.10000333562493326 1.1143009066581728 87.132465362548842 0.12254672870039941 1.0465513467788699 2.6440050601959233 123.49499893188478 2.7409050464630131 8.6812500953674334 86.067459106445327 72.792983550000017 103.16975021362306 257.75955200195318 53.275117874145515 56.807741540000009 0.053014999255537994 266.79499816894537 52.404510498046882 2305.724975585938 0.0099899997003376501 184.69504547119143 88.833370208740249 0.10262840241193773 91.592548370361342 176.22499847412112 2.4801000356674199 335.27999877929693 decision_type=8 8 8 10 2 10 10 2 10 10 10 8 8 10 8 10 10 10 10 10 8 10 10 10 8 8 8 8 8 10 left_child=1 2 3 9 5 -5 -7 8 -8 10 11 -1 13 14 19 -15 18 -18 -16 -2 21 23 -23 27 -25 26 -26 28 29 -14 right_child=12 -3 -4 4 -6 6 7 -9 -10 -11 -12 -13 20 15 16 -17 17 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.07700456874763606 0.030807518566148547 -0.10789115667987076 0.079128316909735569 0.14623621900248823 -0.061703344156096865 -0.07140661426299183 0.039632886474328721 0.043663419986907044 -0.10142831576933123 -0.0015830709596061064 -0.087721358937909708 0.051893221984301102 -0.15804665630721904 -0.00049055981429971935 -0.10989724498603126 -0.12406077583443385 0.1080169431934217 -0.046420909106686808 0.034358394583193098 0.15985259311301914 -9.9259219827710755e-05 0.080332960975595669 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-0.00100173 0.0316822 0.0411737 0.000198585 -0.0237502 0.00799691 -0.0761035 -0.0233019 0.0267202 -0.072521 0.0947037 0.000271412 0.00545327 -0.0204884 0.00788415 0.0497337 0.0823187 0.0435285 0.00663967 0.00727987 -0.0575145 internal_weight=0 737.021 735.622 732.361 28.0481 14.4628 13.1663 9.38754 3.92031 704.313 12.3086 11.4022 7116.39 21.5748 13.4305 8.14429 9.8683 4.89422 4.97408 3.5622 7094.81 473.63 40.5794 433.051 12.5058 9.31299 6.01155 420.545 417.295 4.811 internal_count=86175 11735 11691 11649 361 173 155 115 66 11288 297 231 74440 285 179 106 131 56 75 48 74155 7042 1131 5911 117 82 48 5794 5761 138 is_linear=0 shrinkage=0.1 Tree=798 num_leaves=31 num_cat=0 split_feature=4 4 1 3 8 9 2 6 2 8 9 0 0 8 4 5 9 2 9 9 9 1 5 5 8 9 2 6 6 9 split_gain=0.296785 1.43783 3.38989 3.94415 1.43631 1.40837 1.29201 1.46576 1.35814 2.3227 1.26499 1.18855 2.16859 2.16316 2.1713 2.05059 1.75212 1.6463 2.1119 1.64756 1.55181 3.1786 1.50276 1.70672 2.87625 1.29518 1.87299 1.31127 1.23007 3.25322 threshold=0.028823500499129299 0.029995999298989776 171.1144943237305 262.00399780273443 59.604882060000008 1.206338703632355 109.0102005004883 59.624731063842781 1423.414978027344 65.379383525000009 1.0662164688110354 0.052429858595132835 0.069205000996589675 52.112075745000006 0.025646500289440158 2.6159449815750127 1.11765992641449 1580.6350097656252 1.1276808977127077 1.33274382352829 1.1259250044822695 224.385368347168 2.5491399765014653 2.5197299718856816 87.321885330000015 1.079471290111542 2349.1650390625005 56.652551651000984 54.137121200561531 1.1243017911911013 decision_type=8 8 10 10 10 2 10 8 10 8 2 10 10 10 10 8 2 10 2 2 2 10 8 10 10 2 10 8 10 2 left_child=6 2 3 4 -2 -6 -1 10 -9 -10 -8 13 17 -12 15 20 -17 -13 -19 -20 -15 -22 23 24 -14 26 -24 28 -27 -30 right_child=1 -3 -4 -5 5 -7 7 8 9 -11 11 12 22 14 -16 16 -18 18 19 -21 21 -23 25 -25 -26 27 -28 -29 29 -31 leaf_value=-0.089874437942860999 0.047216261034922068 5.661646495407302e-05 0.17598629115306644 0.13493513496434434 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1.4856294784694903 3.6794780330819776 1.5752278212457893 159.42390156041211 1.1050888565368948 3.138578444151789 2.8188243499025694 8.2369002478098974 leaf_count=134 16 79485 11 83 25 46 95 50 53 93 16 36 30 92 43 9 289 33 35 37 53 14 10 64 20 4977 40 46 26 214 internal_value=0 0.000101599 0.0419844 0.0110883 -0.036775 -0.0724085 -0.00363073 -0.00294719 0.059478 -0.000417865 -0.00402701 -0.003472 -0.000818043 -0.0245328 -0.0320331 -0.0228883 -0.0884671 0.0582498 0.0812562 -0.0213559 -0.0077309 0.0512402 -0.00276216 0.0440191 -0.0128053 -0.00451918 0.065665 -0.00556646 -0.00438729 0.0278688 internal_weight=0 7631.77 8.18787 6.65375 4.79906 3.36952 219.169 217.446 3.69739 1.87052 213.748 212.642 188.844 23.7971 22.4102 20.6296 3.87299 6.01743 5.04198 1.43492 16.7566 3.5239 182.827 6.61811 2.93863 176.209 2.59072 173.618 170.48 11.0557 internal_count=86175 79666 181 170 87 71 6509 6375 196 146 6179 6084 5568 516 500 457 298 141 105 72 159 67 5427 114 50 5313 50 5263 5217 240 is_linear=0 shrinkage=0.1 Tree=799 num_leaves=31 num_cat=0 split_feature=1 9 9 0 4 0 7 9 4 6 6 2 2 9 2 9 8 1 7 8 5 8 2 5 4 6 3 9 9 4 split_gain=0.295862 3.8482 12.5463 3.33565 3.66215 3.32303 3.28293 2.97958 2.39215 2.33783 2.93099 2.27154 3.54543 2.22402 2.44266 2.21242 2.19544 4.44479 2.01231 4.72009 3.64083 3.6203 2.75365 2.73515 2.99396 2.43623 2.22682 3.63198 5.40779 2.17853 threshold=203.32500457763675 1.0432021617889407 1.0514340996742251 0.082314997911453261 0.051002999767661102 -0.019999990239739415 93.618850708007827 1.079471290111542 1.0000000180025095e-35 54.950485229492195 53.760551452636726 1285.6154785156252 5296.0021972656259 1.067902743816376 4931.3598632812509 1.2128868699073794 64.140004720000022 273.60275268554693 93.496208190917983 47.827284630000008 2.559956550598145 48.641006055000013 646.41448974609386 2.6018366813659672 0.023359999991953376 52.255464553833015 266.79499816894537 1.1426048278808596 1.1946979165077212 0.098001997917890563 decision_type=8 2 2 10 10 8 10 2 8 10 10 10 10 2 10 2 8 10 10 10 10 10 10 10 10 8 10 2 2 8 left_child=8 -2 -3 4 5 -4 -6 13 -1 10 11 15 -13 14 -7 16 17 -9 19 -5 22 -21 -20 25 -25 -23 27 -27 -29 -22 right_child=1 2 3 18 6 7 -8 9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 20 21 29 23 -24 24 -26 26 -28 28 -30 -31 leaf_value=-0.090541704044157609 0.084116925556103159 -0.16714889129817154 0.075682892637693067 -0.075211705754395702 -0.1315799083812442 0.12062778609992071 0.0052226932195171827 -0.12148703252261382 0.00011919860726242542 0.046255531792758625 -0.076769658258058343 0.094721060635857224 -0.0038651809350424421 -0.12751807029341319 -0.12015759667707199 -0.095561106944388879 0.035117334292889157 -0.0051585743430317219 -0.093270851727831131 0.10322386860654985 0.089488829423387928 0.15670452396493167 0.038519178714076251 0.051414803878683926 -0.072635379115321572 0.084531474201920448 -0.048891920533750688 -0.13827340726084281 0.033639039944025395 -0.0035309759179853249 leaf_weight=2.9114738576349808 4.7682060426625972 4.7452124478295437 4.3967582695186138 6.5789606345351777 4.8075908923055968 0.91953095840290078 2.7619383120909333 4.2200849410146555 7690.8957304434234 7.0869556162506333 6.6999799949116996 4.7907118526018193 15.291244706604628 3.7756956443190575 0.77758754044771194 3.7621923511539412 6.8369289971888056 14.816730316728354 2.9414378032088306 4.2773445397615424 11.157697382383045 1.3089929185807729 3.4390430590137839 2.6749201286584121 7.1356997254770249 7.5152582884766224 4.2306547857588148 2.40190048702061 7.6823244015686214 3.2514388784766206 leaf_count=151 184 33 54 72 51 48 24 34 83851 76 69 79 115 19 8 465 64 113 22 25 117 12 25 42 60 151 36 19 137 19 internal_value=0 -0.00432712 -0.00713326 -0.00191607 -0.0154402 -0.00860834 -0.0816639 -0.0139812 8.48909e-05 -0.00787987 -0.0146801 -0.00631293 0.0196534 -0.0847793 0.0103045 -0.0239082 -0.0134895 -0.0309463 0.0150308 0.00287172 0.0406514 0.016671 -0.0222368 0.00543523 -0.0388124 0.0241955 0.0162499 0.0319091 -0.00730775 0.0684988 internal_weight=0 155.053 150.285 145.54 80.9439 73.3744 7.56953 68.9776 7693.81 63.5048 56.4179 49.7179 20.082 5.47281 1.69712 29.6359 25.8737 19.0368 64.5957 43.8061 20.7896 37.2271 6.38048 32.9498 9.81062 23.1391 21.8301 17.5995 10.0842 14.4091 internal_count=86175 2173 1989 1956 1219 1144 75 1090 84002 1015 939 870 194 75 56 676 211 147 737 554 183 482 47 457 102 355 343 307 156 136 is_linear=0 shrinkage=0.1 Tree=800 num_leaves=31 num_cat=0 split_feature=9 9 0 3 3 5 0 6 5 9 9 8 8 9 8 4 2 4 6 2 0 3 9 3 2 9 1 8 8 8 split_gain=0.279662 4.2417 8.44617 4.78206 6.67704 4.761 3.60793 3.23611 2.99004 4.83482 3.90071 10.1567 9.09783 7.04336 10.7663 20.8974 12.0951 6.88725 5.7278 5.2152 5.00066 4.97551 4.659 7.80547 4.24184 4.21645 5.39119 6.16332 7.85016 6.36629 threshold=1.2342023253440859 1.2358905673027041 0.079295001924037947 257.75955200195318 24.500749588012699 2.6213200092315678 0.56020000576972973 54.031345367431648 2.6569499969482426 1.2627818584442141 1.2644609808921816 84.859308435000017 82.483280285000021 1.2694969773292544 78.137514370000019 0.10101667046546937 364.11500549316412 0.048076000064611442 54.590385437011726 899.12002563476574 0.050005000084638603 65.085384368896499 1.2526250481605532 865.23950195312511 58.920650482177741 1.2851773500442507 85.923751831054702 73.869909720000024 71.67887041500002 78.137514370000019 decision_type=2 2 8 8 10 8 8 10 10 2 2 8 10 2 8 8 10 8 8 10 10 10 2 8 10 2 10 8 10 10 left_child=-1 2 -2 4 -4 -6 7 -5 10 -10 11 12 17 14 15 20 -16 -3 -17 21 -12 24 -14 -24 -20 26 27 28 -15 -29 right_child=1 8 3 6 5 -7 -8 -9 9 -11 13 -13 22 25 16 18 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0004365743940653033 0.16694854421079008 0.13016652844853666 0.057494370339588367 -0.068209947176124996 0.046814326346689819 -0.086276723830919028 0.19208652829608552 0.093378676930125443 -0.024799244909854537 -0.0012374915383143205 -0.020450016102615678 -0.12302178644814894 0.027412313572418252 -0.048676489086235369 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538 219 71 42 212 2529 45 70 79 74 200 18 80 17577 1290 203 205 141 internal_value=0 0.000817675 0.0350488 0.017124 -0.00555808 -0.0506222 0.0841604 0.0421159 0.000362458 -0.00672122 0.00193374 0.011226 0.0132449 2.44829e-05 -0.0293053 -0.000367017 -0.0767844 0.00494832 0.0475836 0.0589056 -0.0898822 0.0311458 0.0429464 0.0801521 0.0733716 0.00134113 0.0142342 -0.00786498 0.0149325 -0.0445627 internal_weight=0 2722.08 35.7241 31.4501 23.4991 13.7044 7.95103 5.72195 2686.36 487.7 2198.66 374.753 369.201 1823.9 78.3592 48.6856 29.6737 288.589 31.7031 29.6028 16.9824 20.5944 80.6116 23.7435 11.8494 1745.55 221.466 73.6696 45.4407 28.2289 internal_count=86175 38305 339 302 202 121 100 64 37966 13282 24684 4334 3311 20350 715 432 283 2555 311 269 121 199 756 218 125 19635 2058 768 424 344 is_linear=0 shrinkage=0.1 Tree=801 num_leaves=31 num_cat=0 split_feature=8 8 3 0 2 1 2 1 5 9 0 4 9 1 9 8 3 6 6 0 0 5 0 5 8 6 3 3 2 2 split_gain=0.311009 2.684 6.25731 6.33513 4.1232 3.76964 3.41675 3.33111 4.33623 3.61832 4.04153 4.25493 4.1587 3.86968 3.42777 7.27063 3.24377 3.10268 4.62954 3.69651 3.44864 3.46637 3.43175 3.26984 3.08726 5.93322 4.23983 6.64922 3.64997 3.35944 threshold=62.490172530000002 60.751124400000009 18.187437057495121 0.29535000026226049 712.11749267578136 115.1014976501465 2477.370239257813 92.450927734375014 2.6100032329559331 1.0845726132392886 0.26483660936355596 0.078765001147985472 1.0861997008323672 105.00469970703126 1.067902743816376 61.319998600000012 5.861074924468995 55.616619110107429 53.796087265014656 0.16470500081777575 0.16470500081777575 2.6353199481964116 0.099210001528263106 2.6945049762725835 60.968498590000003 57.435873031616218 5.861074924468995 1.7305999994277956 257.26513671875006 223.53499603271487 decision_type=10 10 10 10 10 8 10 10 8 2 10 10 2 10 2 10 10 10 10 10 10 10 8 10 10 8 8 10 10 8 left_child=1 -1 3 4 24 6 -5 17 -9 14 11 12 -11 -14 15 -10 -6 18 22 -20 21 -19 -4 -21 25 -3 27 28 -26 -29 right_child=-2 2 7 5 16 -7 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 20 19 23 -22 -23 -24 -25 26 -27 -28 29 -30 -31 leaf_value=0.00010391366576567053 -0.00044540630355492916 0.051354990779015945 -0.033304835993332942 -0.13048040264704316 0.14027694337355165 0.046952867186693364 0.033286472726276072 -0.084875344136095043 0.095744979198156999 -0.069293352679500222 0.081910210591064403 -0.081630216975687633 -0.0019012177811689682 0.13743222690792639 0.087678644788512713 -0.08112655881076962 0.0045110468693671541 0.026361250485826354 0.15933938755190194 0.12307921136961818 0.07815929102141228 -0.11127472068040263 0.066436896701468615 -0.027071091755784794 0.028875184075087615 -0.11875678726429369 -0.037394959161659094 0.15931557415565314 -0.14340603699653157 0.044903297442854068 leaf_weight=2448.2347710748036 5244.2241458036533 3.1526035610586378 5.2696965675859282 8.0033648677344846 3.6660194151336318 1.9891517600044615 1.5151570048183209 4.1453022090718141 4.6149349668994564 4.1140590906143251 4.464478436857461 7.7072339523583642 5.0014652856625599 3.3140083439648151 11.922029381617902 4.6819707611575723 3.3845175032620318 4.2609554706141335 7.4602343990700302 3.1096181080210954 4.4892555971164256 3.2070932807400823 9.9870690632378665 2.7181077530258335 2.4252719869837227 5.8640378238633284 12.218919280736371 3.6643829557578984 2.4946645740419626 8.5648948760936037 leaf_count=26334 58510 25 51 123 41 18 16 69 26 19 28 53 47 25 139 23 63 25 45 23 46 25 107 26 27 42 110 22 20 47 internal_value=0 0.000892967 0.0139978 -0.0119713 0.00481504 -0.0782479 -0.104412 0.0303435 0.0130672 0.0219279 -0.00417016 -0.0232548 0.0129422 0.0536281 0.052186 0.00667154 0.0751043 0.0516565 0.0695701 0.112723 0.0088927 -0.0327454 0.031986 0.0530477 -0.00809573 -0.0592784 0.00761845 0.0396908 -0.0584804 0.0791858 internal_weight=0 2595.65 147.41 56.943 45.4353 11.5077 9.51852 90.4675 49.9655 45.8202 24.6012 20.1368 12.4295 8.31547 21.2189 9.29691 7.05054 40.502 28.5447 13.288 11.9573 7.46805 15.2568 5.82773 38.3848 9.01664 29.3681 17.1492 4.91994 12.2293 internal_count=86175 27665 1331 554 397 157 139 777 429 360 172 144 91 72 188 49 104 348 252 94 96 50 158 49 293 67 226 116 47 69 is_linear=0 shrinkage=0.1 Tree=802 num_leaves=31 num_cat=0 split_feature=5 5 6 6 2 3 9 7 0 3 8 2 8 6 5 8 4 9 3 4 9 2 5 1 2 0 6 0 8 6 split_gain=0.283428 2.5331 2.53411 1.54685 2.96892 4.41901 3.48662 2.63251 3.54791 2.73749 2.43605 2.38197 2.9316 2.87018 3.21463 2.82787 3.44534 2.68229 2.48614 2.80317 2.96037 2.39906 4.88253 5.48787 3.16495 2.83619 2.36566 3.39321 2.27916 2.40103 threshold=2.7169150114059453 2.7161099910736088 51.039192199707038 54.627439498901374 2881.819946289063 66.740806579589858 1.1276808977127077 84.420028686523452 0.060004999861121185 124.37325286865236 88.556267855000016 507.34075927734381 50.568756935000003 54.320377349853523 2.7569400072097783 70.87353305500001 0.043460499495267875 1.0727607607841494 1212.7578125000002 0.063268501311540618 1.2292694449424746 677.77099609375011 2.725513339042664 111.7962989807129 712.11749267578136 0.4379699975252152 53.337013244628913 0.24904999881982806 87.350006025000013 54.282121658325202 decision_type=10 10 8 8 10 10 2 10 10 10 8 10 10 8 10 10 10 2 10 10 2 10 8 10 10 8 8 10 8 10 left_child=1 -1 -3 7 -5 -6 -7 8 9 -2 11 12 -9 15 -15 18 -17 -14 21 20 -20 22 23 -13 -23 -24 -10 -28 29 -19 right_child=3 2 -4 4 5 6 -8 10 26 -11 -12 13 17 14 -16 16 -18 28 19 -21 -22 24 25 -25 -26 -27 27 -29 -30 -31 leaf_value=-9.0034911638569443e-05 -0.075306111781922272 0.048516382470717906 -0.073072151574765862 -0.0009868010070281858 -0.12585022118520495 0.0557753530427509 -0.05115937242755552 0.10017197588063959 -0.084125498241130664 0.083779754983732621 -0.13197348396004049 -0.2001521651312059 -0.070281909487350067 0.020279352198477138 0.16993943934448608 0.012699671829066245 0.093020126694023583 0.044569706161478012 0.094795096824974501 -0.068497910250025815 -0.1457197559805454 0.1039346266501565 0.012243100519697035 0.02627113570472819 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0.00495256 0.0713291 0.0036148 0.0346247 0.020259 0.000736686 0.0519435 0.0772936 -0.000937839 -0.0386271 -0.123268 0.00132937 -0.00241724 -0.0583935 0.00996429 0.0287177 0.0356869 internal_weight=0 7325.29 10.7126 512.009 128.474 18.5136 13.6263 383.535 18.7435 5.29448 364.792 363.541 40.3064 323.234 6.38579 316.849 26.91 35.0233 289.939 9.18111 7.58471 280.758 15.9307 4.77324 264.827 11.1575 13.449 3.67809 32.0309 29.9842 internal_count=86175 74151 135 12024 2752 486 331 9272 912 268 8360 8083 1474 6609 114 6495 1650 1377 4845 762 706 4083 310 75 3773 235 644 76 1067 847 is_linear=0 shrinkage=0.1 Tree=803 num_leaves=31 num_cat=0 split_feature=9 9 0 4 1 2 3 3 6 9 3 2 1 1 9 3 4 7 2 2 8 1 3 6 2 3 1 6 2 6 split_gain=0.276159 6.69792 10.1889 4.80394 7.42071 4.5041 5.46797 3.28105 2.37556 2.22478 5.52362 4.60999 6.47268 4.92816 4.89441 7.47532 4.48326 6.86134 4.0402 4.20766 4.02858 8.27842 5.23132 6.27353 6.45862 5.31733 5.05518 5.01116 7.11591 5.01054 threshold=1.1043708920478823 1.1026969552040102 0.1399999335408211 0.040001999586820609 74.817810058593764 340.86499023437506 77.274997711181655 4107.3850097656259 52.819286346435554 1.1243017911911013 3193.3649902343755 252.63650512695315 42.885000228881843 102.86154937744142 1.1226413846015932 32.200216293334968 0.063268501311540618 102.89816665649415 323.08480834960943 390.20500183105474 65.631410680000002 137.54299926757815 487.31999206542974 55.569528579711921 1017.7399902343751 386.97500610351568 93.620300292968764 53.461326599121101 1839.8850097656252 54.748006820678718 decision_type=2 2 10 8 10 10 8 10 8 2 10 10 10 10 2 10 10 8 10 10 8 10 10 10 10 8 10 8 10 10 left_child=1 -1 3 -3 7 -4 -7 -5 -8 10 11 12 -2 14 -14 -16 -15 -18 -13 -20 -21 22 23 24 25 -22 -25 28 -26 -29 right_child=9 2 5 4 -6 6 8 -9 -10 -11 -12 18 13 16 15 -17 17 -19 19 20 21 -23 -24 26 27 -27 -28 29 -30 -31 leaf_value=-0.0001715136612990184 -0.080319362392676924 0.015299305370274009 0.094708614489533591 0.033704367922527234 -0.14574111697511238 -0.12649263244166456 -0.023229577919948976 -0.099091652185251344 0.074488913048980962 -0.00022090401418940398 0.045512291277127054 -0.035860654690365777 0.057688684554552408 0.08169454203216861 0.084091434295153186 -0.12478509813051758 -0.083360765564969491 0.038144418991768819 0.045765153340222381 0.014097167088859828 0.0023694399636042091 -0.095673151592485073 0.021708491208642353 0.10005826889598607 0.057926815556838568 -0.14006053359930487 -0.017004516774787641 -0.11360191410782372 -0.068355847865615965 -0.0032592269293356272 leaf_weight=2278.7595683929949 5.5270339339040211 4.3017571121454239 5.283525604754689 4.4267431106418433 13.329853457864372 3.2800758294761154 5.3393014185130587 3.2095182798802853 4.658212425187231 5054.6314787182782 34.537339980772231 30.884044699487276 51.377959772245958 4.5537812854163375 3.0880802702158681 3.8488180562853813 10.368665402755143 8.4228306030854565 20.575085897929966 108.48866163054481 55.524524736450985 10.693166620621922 51.113766161259264 7.7055768519639951 7.4755949804093715 2.751008460065349 7.0768304187804461 17.377808965742592 11.069381372071801 5.3921945095062247 leaf_count=21080 48 28 50 31 117 24 30 15 45 60681 299 247 475 74 45 18 63 79 182 862 386 439 389 46 50 22 48 204 71 27 internal_value=0 -0.000916272 -0.0396378 -0.0809617 -0.100712 0.0166178 -0.0144567 -0.0221098 0.0223011 0.000383723 0.00705873 0.00392139 0.0244115 0.0315 0.0470435 -0.0318001 -0.0073264 -0.028899 -0.00139348 0.00209385 -0.00106259 -0.0103977 -0.00488753 -0.0167734 -0.0257966 -0.00435424 0.0440164 -0.0560413 -0.0174505 -0.0874715 internal_weight=0 2322.59 43.829 25.2679 20.9661 18.5611 13.2776 7.63626 9.99751 5512.48 457.852 423.315 87.1872 81.6601 58.3149 6.9369 23.3453 18.7915 336.128 305.244 284.669 176.18 165.487 114.373 99.5905 58.2755 14.7824 41.315 18.545 22.77 internal_count=86175 21420 340 191 163 149 99 46 75 64755 4074 3775 802 754 538 63 216 142 2973 2726 2544 1682 1243 854 760 408 94 352 121 231 is_linear=0 shrinkage=0.1 Tree=804 num_leaves=31 num_cat=0 split_feature=1 9 9 0 4 7 0 9 4 6 6 8 9 3 2 8 8 8 4 2 8 9 2 0 7 4 6 3 7 6 split_gain=0.283892 3.3911 9.77465 2.82811 3.03942 2.87119 2.81682 2.45756 1.98156 1.92794 2.4207 2.03406 2.98899 2.29451 2.83147 2.10284 3.67767 4.66532 1.77436 1.74581 3.02754 1.74535 2.17043 1.69701 2.47569 3.56884 3.12345 3.52678 2.84594 2.3415 threshold=203.32500457763675 1.0432021617889407 1.0514340996742251 0.082314997911453261 0.051002999767661102 93.618850708007827 -0.019999990239739415 1.079471290111542 1.0000000180025095e-35 54.950485229492195 53.760551452636726 60.522278915000008 1.1276808977127077 379.23950195312506 11506.671875000002 60.968498590000003 61.319998600000012 61.931032750000007 0.044162999838590629 930.83856201171886 64.140004720000022 1.067902743816376 4931.3598632812509 0.11982686817646028 90.432712554931655 1.0000000180025095e-35 53.69075012207032 81.177448272705092 87.72849273681642 53.246049880981452 decision_type=8 2 2 10 10 10 8 2 8 10 10 10 2 10 10 10 10 10 8 10 8 2 10 10 8 10 10 10 10 8 left_child=8 -2 -3 4 6 -6 -4 21 -1 10 11 12 13 14 -9 -13 -17 -18 -11 20 -19 22 -8 -5 25 28 27 -27 -25 -26 right_child=1 2 3 23 5 -7 7 9 -10 18 -12 15 -14 -15 -16 16 17 19 -20 -21 -22 -23 -24 24 29 26 -28 -29 -30 -31 leaf_value=-0.082973832984739981 0.081988809892463432 -0.14607964005706531 0.07097000175682025 0.039491553669275481 -0.12436835901060384 0.0045878101140258238 0.11861352078052081 0.079707861187695711 0.00011415720389441485 0.078398367484612638 -0.071177452803708255 -0.094817768601152527 -0.093707336952550901 -0.04234147154870558 -0.0041497474461178454 0.098077114762549281 -0.15062621181527619 -0.11673517546498809 -0.027100841381234558 0.028656864440987563 -0.00039723069949954026 -0.11567148219587463 -0.11804719770399333 -0.096704118065944811 0.099986079192274716 0.080347997497910786 -0.15917641843386529 -0.07841261375976126 0.10438107466772691 0.0092137403553133167 leaf_weight=2.8713916044800953 4.4239602558266133 4.8769023902714244 4.2124048545956612 18.192152271862142 4.5890511069446793 2.7679276764392853 0.84585125534796535 9.4649975672364324 7674.5714171797445 4.5725685278885058 6.5347935536410651 3.7153838202357319 2.2449188126335988 3.7814446389675131 7.0075752455741158 2.608494204265301 2.6945603245048941 3.1875764791811898 2.447525096591562 7.1821758492624204 7.5002221784970979 3.7452438436448574 0.7151647973805666 0.96027001738548223 3.1530355904251364 2.0104415491223318 2.6191716184839606 4.6025693812407553 2.6355395230930299 28.784548999974504 leaf_count=151 184 33 54 218 51 24 48 102 83851 35 69 22 339 24 44 45 13 33 41 89 159 19 8 5 47 24 20 53 66 304 internal_value=0 -0.00428012 -0.0068649 -0.00210963 -0.0146092 -0.075851 -0.00839132 -0.0132896 8.3082e-05 -0.00777992 -0.0139808 -0.00641272 0.0157731 0.0279077 0.0440341 -0.0249768 -0.013779 -0.0279673 0.0416165 -0.00947192 -0.0350944 -0.0786452 0.0101896 0.0137374 0.00327119 -0.0338351 -0.0667529 -0.0301473 0.0506808 0.0181752 internal_weight=0 152.076 147.653 142.776 79.8179 7.35698 72.4609 68.2485 7677.44 62.9422 55.9221 49.3873 22.4989 20.254 16.4726 26.8884 23.173 20.5645 7.02009 17.87 10.6878 5.30626 1.56102 62.9577 44.7656 12.828 9.23218 6.61301 3.59581 31.9376 internal_count=86175 2173 1989 1956 1219 75 1144 1090 84002 1015 939 870 509 170 146 361 339 294 76 281 192 75 56 737 519 168 97 77 71 351 is_linear=0 shrinkage=0.1 Tree=805 num_leaves=31 num_cat=0 split_feature=1 8 8 8 0 9 8 9 9 6 3 3 8 6 3 9 9 9 9 2 0 7 8 0 9 8 1 2 1 2 split_gain=0.276814 3.68257 6.67407 5.92273 10.3429 7.577 7.52033 5.6224 7.12353 5.22553 5.19167 4.78055 4.68942 4.21255 4.02945 3.926 11.1958 8.34507 7.68887 6.6885 5.08554 4.2578 3.86148 6.80153 7.03313 8.60938 7.95425 4.2689 5.86004 4.60396 threshold=98.759304046630874 46.426018395000007 48.641006055000013 41.920930845000008 0.27952314913272863 1.0148731470108034 44.077775450000011 1.0232319235801699 1.024965286254883 58.295309066772468 1047.414978027344 8.2114148139953631 44.85843363 54.065002441406257 1.9808999896049502 1.018160939216614 1.0232319235801699 1.016515374183655 1.0283345580101015 180.6350021362305 0.39004999399185186 86.278442382812514 53.053214340000004 0.042308313772082336 1.0727607607841494 52.66233285500001 76.300849914550795 390.20500183105474 96.005779266357436 247.73229980468753 decision_type=10 10 10 8 10 2 8 2 2 10 10 10 8 10 10 2 2 2 2 8 10 10 10 8 2 8 10 10 10 10 left_child=1 3 15 -1 5 6 10 13 -9 -7 -5 14 -13 -4 -8 17 -17 19 -18 -3 -20 -22 23 -10 25 26 -25 29 -29 -28 right_child=-2 2 7 4 -6 9 11 8 22 -11 -12 12 -14 -15 -16 16 18 -19 20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.00070106593650965526 0.00061424104541241229 0.012284677175551097 0.062330598786834404 0.090083302827815542 -0.01669188929232494 0.092343102058969187 -0.11109012307408082 -0.12256972512405427 0.11524900393719284 -0.045109884334358606 -0.1044398515972278 -0.17205729645361345 -0.0099566646273335901 -0.0087452580913955219 0.062808972950346625 -0.12079740136356881 0.072157117394430911 0.092148954884572587 -0.072439431905478399 -0.11043120935211628 -0.07750578580127622 0.086890282699658775 -0.0004991986175383596 -0.091254425911699175 0.033245871082501079 -0.15951750742700466 -0.012625336096137902 -0.067330176504595676 0.024451030975684893 0.061771083526058472 leaf_weight=222.19434993784481 3781.3832181861644 11.456500053909968 24.286443186457745 11.684160067699858 31.698033774271607 35.332552869721972 1.7642728580849487 4.8343031935219178 3.6608328409497517 3.0006993813440195 1.5545838028192509 3.7605784833431244 3.3964933678507805 12.698944180272518 5.4439477510750294 14.781620811671017 7.6182610634714392 7.0838017389178267 17.085009451489899 7.2535452640792064 2.4273172752000383 4.4890295118093491 3494.3904834562304 15.864155336283146 18.477384972386062 5.180931261740624 29.676219590939581 23.310187858412974 9.9157207049429399 11.557782364077864 leaf_count=3031 44718 102 221 145 271 728 93 86 22 39 24 25 20 194 30 97 89 37 147 40 34 43 34869 222 161 68 212 252 62 93 internal_value=0 -0.000575815 -0.00145972 0.00972173 0.0302506 0.0528173 0.0128702 -0.000864809 -0.00126148 0.0815834 0.0672411 -0.0372368 -0.0951301 0.0379267 0.0202457 -0.0315685 -0.0489551 -0.000291288 -0.01537 -0.03529 -0.043152 0.0291949 -0.00109913 -0.0189189 -0.0232281 -0.0341541 -0.0269633 -0.0132657 -0.0399396 0.00822778 internal_weight=0 4045.88 3726.05 319.83 97.6353 65.9373 27.604 3653.85 3616.87 38.3333 13.2387 14.3653 7.15707 36.9854 7.20822 72.1951 46.4012 25.7938 31.6196 18.71 24.0014 6.91635 3612.03 117.643 113.982 95.505 90.3241 74.4599 33.2259 41.234 internal_count=86175 41457 37051 4406 1375 1104 337 36462 36047 767 169 168 45 415 123 589 410 179 313 142 224 77 35961 1092 1070 909 841 619 314 305 is_linear=0 shrinkage=0.1 Tree=806 num_leaves=31 num_cat=0 split_feature=9 7 0 0 3 1 1 1 3 3 3 2 0 1 3 5 2 5 5 1 9 3 3 1 0 7 7 0 3 1 split_gain=0.294849 0.889984 1.46572 1.32256 1.55305 1.23944 1.21274 1.22294 1.37577 2.16075 2.49872 3.72994 1.24228 1.1965 2.05479 1.17379 1.03767 1.03172 1.00586 1.43661 1.11474 0.978209 1.02314 1.48742 1.1319 1.51328 0.911269 0.91092 0.900505 0.846169 threshold=1.0083022713661196 94.363582611083999 0.16223328560590747 0.23959012329578402 248.45815277099612 125.68610000610353 127.39005661010744 83.230804443359389 288.44999694824224 7.1803932189941415 2.59309995174408 119.61317062377931 0.29999986290931707 133.79336547851565 12.087590217590334 2.5099099874496464 134.70010375976565 2.5799700021743779 2.5729150772094731 101.59129714965822 1.0066126585006716 0.38024999201297766 2.59309995174408 79.415000915527358 0.40495000779628759 98.391803741455092 110.93072891235353 0.11982686817646028 8.6812500953674334 51.555000305175788 decision_type=2 8 8 10 10 8 10 8 10 8 8 10 10 10 10 10 10 10 10 10 2 10 10 8 10 8 8 10 8 10 left_child=1 3 18 5 16 -1 7 21 9 10 -9 -12 15 -7 -15 -10 -5 -17 19 -3 27 -4 29 24 25 -24 -8 -20 -11 -23 right_child=-2 2 6 4 -6 13 26 8 12 28 11 -13 -14 14 -16 17 -18 -19 20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.098225582788301291 6.4751948908481837e-05 -0.071936296897882057 -0.10325094794562564 -0.041206800814023191 -0.11123934668082486 -0.037845453544619635 0.015209539885946699 -0.09092581976033394 -0.076252672429464041 -0.19126498269778675 0.099076271409781216 -0.064004426677447254 0.074973551147457101 -0.010977770972977575 0.13152784487484745 0.055961362417755137 0.053480322156420505 -0.035700168950844505 0.02517782458196376 0.069292704369813732 -0.12389519020353618 0.10015795664912285 -0.085930678529124546 0.080845777659721757 0.057830628696855263 -0.0069127511336277599 0.10482036177113872 -0.079289696848936109 -0.070781822261917857 0.019382035744806826 leaf_weight=2.6193103585389084 7732.2607291032382 1.41992057983987 0.84289959951407567 2.2274532078586153 1.4291859784279948 2.4870778862386951 4.6217113928869358 2.5165223346509764 2.1494801362277922 0.67890894150514114 3.2480213597373231 2.4682692317292094 1.982326873578131 2.3672802716027945 1.7671225741505621 2.5791382044553757 2.4091910608112812 2.3439819514751434 1.4345249845018773 1.4617431695951379 2.4523695148527622 1.7644138665536946 2.7876610676758089 1.9437746991170559 2.2176446894569599 18.560420328751206 1.504144796868786 1.9961036775493992 7.1914736322061188 4.8939916204703877 leaf_count=25 84475 40 385 53 23 24 55 128 38 9 31 28 26 38 12 26 18 24 40 23 16 21 21 23 40 186 59 32 192 64 internal_value=0 -0.00574456 -0.0103381 0.0161808 -0.0201001 0.0399963 -0.00510855 -0.00956545 -0.0261745 -0.0437101 -0.00789465 0.0286587 0.00501053 0.016962 0.0499318 -0.0145989 0.00799244 0.0123197 -0.0487006 -0.000296943 -0.0724102 0.00309262 0.00587916 -0.00323234 -0.0101674 -0.017231 0.0372126 -0.0356064 -0.0811748 0.0407869 internal_weight=0 88.3661 73.0594 15.3066 6.06583 9.24079 64.2948 58.1689 25.1581 16.1032 8.23281 5.71629 9.05493 6.62148 4.1344 7.0726 4.63664 4.92312 8.76466 2.88166 5.883 33.0108 32.1679 25.5095 23.5657 21.3481 6.12586 3.43063 7.87038 6.65841 internal_count=86175 1700 1507 193 94 99 1356 1242 502 388 187 59 114 74 50 88 71 50 151 63 88 740 355 270 247 207 114 72 201 85 is_linear=0 shrinkage=0.1 Tree=807 num_leaves=31 num_cat=0 split_feature=8 9 7 3 2 9 2 7 0 0 2 7 3 1 2 0 3 4 0 0 8 7 2 5 3 1 1 4 5 4 split_gain=0.268444 3.98896 6.99723 7.28375 6.09689 4.75688 2.62894 2.03017 2.01163 1.50314 2.8483 2.64388 2.95128 3.79104 2.4241 2.98255 3.696 1.88581 3.03228 2.28338 2.88675 2.57024 2.52752 1.88053 1.86177 2.51595 3.00167 2.14244 3.65565 3.44321 threshold=34.179560925000011 1.1076380610466006 94.31333160400392 214.22879791259768 35815.000000000007 1.1043708920478823 4745.8298339843759 95.422435760498061 0.27705000340938574 0.091894999146461501 35815.000000000007 98.391803741455092 235.21315002441409 118.47315216064455 28346.709960937504 0.042308313772082336 450.58499145507818 0.1563455015420914 0.51504999399185192 0.29004999995231634 30.368199260000001 85.822437286376967 914.20001220703136 2.5751932859420781 243.87955474853518 128.08464813232425 150.86499786376956 0.054487999528646476 2.739705085754395 0.046223001554608352 decision_type=8 2 10 10 8 2 8 10 8 8 10 10 10 10 10 10 10 10 8 10 8 10 10 10 10 10 10 8 8 10 left_child=1 5 3 -3 -4 9 7 8 -7 11 17 12 -1 14 15 -14 -17 19 -19 -11 21 -21 -23 -13 25 27 -27 29 -29 -24 right_child=-2 2 4 -5 -6 6 -8 -9 -10 10 -12 23 13 -15 -16 16 -18 18 -20 20 -22 22 24 -25 -26 26 -28 28 -30 -31 leaf_value=0.066815756371890897 0.00012897337165818884 0.14834413775815525 -0.11948979159685176 -0.095181600503520036 0.053705297752629146 -0.052590778288976806 -0.023000452110538121 0.12869539617695278 0.11721429322546179 -0.017260056407412069 0.08779303839492715 0.031596860899658019 -0.023387137564072291 -0.048115221778239792 -0.049330137452481639 0.015503221388359576 0.13638517142073966 0.021456395458552373 -0.10745041550243609 -0.085553043094830958 -0.11039523048081044 0.030526545431983576 -0.026664278760892848 -0.063682310707369891 0.022725468483624611 0.14974784017725895 -0.026099302769097124 -0.028339305211873719 -0.15292230135044943 0.053683821757005992 leaf_weight=12.110021146945696 7452.5099384944388 3.0762985199689892 10.698536768555638 2.0444022100418806 2.509244181215764 1.5473953597247572 2.5774024426937112 5.394844975322485 1.2704796986654394 146.27273209459085 3.2689388564544961 3.0591964060440642 3.876759856939322 8.401885284110902 2.8908056020736685 4.7616942748427373 5.395219124853611 35.54206684057587 1.9235700122062542 3.0633887600561129 2.2293732988182446 32.003110700180059 18.032599232625223 6.416012242436409 18.966127889754716 1.9610447133891278 1.9222146859392522 14.711114322300999 2.8042773604392996 7.5735317543148986 leaf_count=97 81917 26 133 58 19 16 16 44 28 1412 159 27 28 92 19 33 35 636 383 31 21 328 140 48 164 18 40 132 15 60 internal_value=0 -0.00264387 -0.0481134 0.0511183 -0.0865858 -0.000248912 0.0651105 0.0927624 0.0239683 -0.00234045 -0.00502456 0.014268 0.0262114 0.00679611 0.034056 0.0512327 0.0797141 -0.00608174 0.014838 -0.00922262 0.00216205 0.00464561 0.00746589 -0.0329202 -0.00372106 -0.0143921 0.0627034 -0.0213348 -0.0482855 -0.0028997 internal_weight=0 366.304 18.3285 5.1207 13.2078 347.976 10.7901 8.21272 2.81788 337.186 290.274 46.9116 37.4364 25.3264 16.9245 14.0337 10.1569 287.005 37.4656 249.54 103.267 101.037 97.974 9.47521 65.9709 47.0048 3.88326 43.1215 17.5154 25.6061 internal_count=86175 4258 236 84 152 4022 104 88 44 3918 3539 379 304 207 115 96 68 3380 1019 2361 949 928 897 75 569 405 58 347 147 200 is_linear=0 shrinkage=0.1 Tree=808 num_leaves=31 num_cat=0 split_feature=8 9 9 5 7 7 1 6 7 1 2 4 4 9 1 7 6 8 9 9 9 9 4 5 1 7 9 0 7 8 split_gain=0.269088 2.36948 4.14062 4.64487 3.25404 2.69382 3.50735 2.68593 4.01934 2.16711 3.51994 2.02668 2.63296 1.99526 1.98951 1.96446 4.99722 6.78646 4.42474 4.13985 12.2829 8.40503 7.25445 6.67319 5.64532 5.46517 4.71922 4.45542 4.09473 4.52214 threshold=62.490172530000002 1.3079319000244143 1.2964575886726382 2.5940849781036381 108.62688064575197 97.13147354125978 54.73500061035157 54.552045822143562 89.889560699462905 93.620300292968764 352.41999816894537 0.051726499572396285 0.07200499996542932 1.0531262755393984 118.47315216064455 89.647022247314467 65.634479522705092 60.333021200000012 1.28161096572876 1.2712075710296633 1.2677250504493716 1.2627818584442141 0.11472066491842271 2.6734716892242436 75.154251098632827 91.294353485107436 1.2644609808921816 0.094338413327932372 96.506027221679702 54.454116875000004 decision_type=10 2 2 8 10 10 10 10 8 10 10 8 10 2 10 10 8 10 2 2 2 2 8 8 8 10 2 8 10 10 left_child=1 2 15 -4 9 6 -3 8 11 -5 14 -8 -13 -2 -11 -1 18 28 19 20 21 -17 23 26 -22 -21 -23 -27 -18 -30 right_child=13 5 3 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 16 17 -19 -20 25 24 22 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.0039386980034445736 -0.10139929581843309 -0.11287601825103527 0.17833945538127627 -0.099167156002203286 0.11920643893478805 0.11067030631717772 0.088208667957593578 -0.054981470157700121 0.071642287722689255 0.23392623570390525 -0.10841422666270616 -0.10684921560640742 0.039810661125520334 -0.00037503813936257466 -0.1156963419421307 -0.0013659943172399009 -0.1091737874609605 0.1111546144755836 -0.067604178807370741 -0.049232853725964192 0.032775187054141695 0.064431497655036057 0.12466325507256476 0.11321693374401993 -0.13240320093154698 0.13277674185679064 -0.070692964162612157 0.032102973276707233 -0.056341977015595436 0.097348544105138254 leaf_weight=1120.1041128034917 1.9557390871941596 1.9019306124589608 0.81447136774662432 10.412353219519863 0.87085684016347009 3.555169846629723 1.3021218338981331 3.3402005061507216 14.119977305962719 0.72857104663671579 1.0897404960396668 3.2314083068631589 1.9706168938428161 5235.8833431349922 0.20957888588327478 1314.1918305480845 10.572196191176777 2.443209432065486 9.8694618958979827 5.5998596344143179 2.5975894131697688 3.8761118222028035 9.6635528858751076 4.923450641334056 10.1699699528981 6.2438314072787735 7.7574408855289221 14.85390828084201 8.6062603993004796 2.4621970802545539 leaf_count=14538 438 54 5 241 7 100 13 30 174 22 35 72 16 58072 85 11147 126 25 99 57 22 31 52 25 103 36 63 110 354 23 internal_value=0 0.000835333 0.000509529 -0.0534816 -0.0676661 0.0290518 0.0178338 0.0282076 0.0416805 -0.0807478 0.0138277 -0.0233641 -0.0512919 -0.000412759 0.155822 0.000810506 -0.0016678 -0.0468295 -0.000885159 -0.000407957 -0.00117732 -0.000247479 0.0558133 0.0156287 -0.0987973 0.0385875 -0.0256717 0.0618972 -0.0646658 -0.0221533 internal_weight=0 2577.48 2548.06 14.1256 13.3111 29.4214 25.8663 23.9643 20.6241 12.4402 2.02789 6.50415 5.20203 5237.84 0.93815 2533.93 1413.83 24.0839 1389.75 1379.88 1353.18 1340.41 26.2206 16.557 12.7676 26.6976 11.6336 21.0977 21.6407 11.0685 internal_count=86175 27665 27206 395 390 459 359 305 275 383 142 101 88 58510 107 26811 12273 528 11745 11646 11443 11318 171 119 125 203 94 146 503 377 is_linear=0 shrinkage=0.1 Tree=809 num_leaves=31 num_cat=0 split_feature=5 8 8 7 4 7 9 9 8 6 9 9 9 8 1 0 4 8 1 7 7 0 5 6 8 5 5 7 5 8 split_gain=0.279104 2.15199 3.91316 3.52273 4.05524 4.77409 3.54138 4.70065 3.27203 3.56621 2.9842 4.1491 3.63667 4.40478 6.96743 4.77336 3.18566 4.13041 4.12299 3.98617 8.11147 3.61292 3.2332 3.19894 4.56239 3.08806 4.95079 3.06233 3.04915 2.91184 threshold=2.7009150981903081 65.504867765000014 65.379383525000009 88.711933135986342 0.097016669809818282 90.781970977783217 1.1359563469886782 1.1526684761047366 65.80944297500001 56.91405105590821 1.2905700802803042 1.33274382352829 1.2661221623420718 69.961542290000025 93.620300292968764 0.31004999577999121 0.041685000061988838 66.415079260000013 117.84069824218751 92.950023651123061 92.67895889282228 0.31274999678134924 2.7192049026489262 51.653978347778327 68.46405746500001 2.7140200138092045 2.7540049552917485 91.41662979125978 2.7169150114059453 68.854262760000012 decision_type=10 10 8 10 10 10 2 2 10 10 2 2 2 10 10 10 10 10 10 10 8 10 10 8 10 10 10 10 10 10 left_child=-1 2 -2 -3 8 -6 -7 -8 -5 10 12 -12 13 16 -15 27 21 18 -18 20 23 -10 -21 25 -25 -19 -27 -16 -23 -11 right_child=1 3 -4 4 5 6 7 -9 9 29 11 -13 -14 14 15 -17 17 19 -20 22 -22 28 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.00020005753385487436 -0.00072685135069532991 -0.010630323746360698 -0.071888545857802577 0.059532440478038309 -0.12789633807010567 0.063078556517175352 -0.09330360834196863 0.0036934585821713031 0.12203142905490603 -0.001884938639235231 -0.10384313543614275 0.014605942459977731 0.087086203307065985 0.023113908888841968 0.019306174329256201 -0.20329738957535934 -0.095874065232120109 -0.13528024707580455 0.075628457929685422 0.10254302798756909 -0.22317296842502377 -0.12269087452864819 0.022850976265016934 -0.048485869630540225 0.11146195771631028 0.078838282942356772 -0.17587654883967796 -0.124200259259618 0.062579381600850401 -0.16257621318100274 leaf_weight=7045.9567492217893 515.59668723666982 63.414106805230404 7.8450127262840388 23.208400036834064 3.1712341198290224 7.2028403835283816 6.1342417048290363 26.930538348613482 8.0923595543863467 2.7726569772912617 4.2220547610013446 9.8718018635727258 9.5120086471724772 18.865541397667588 3.6926797974156198 2.4550620629452169 4.846802143380045 1.9524905458092696 1.9721116125583646 11.582369662821295 1.465523216058499 1.2532053887844075 9.0837073541770206 2.550167168432381 5.9307665545493364 3.1518728322116658 1.0068259048857724 2.4894682042358909 3.0508885467424989 1.9007214460471002 leaf_count=70655 8141 2532 172 343 26 41 42 256 152 94 383 1856 134 565 33 18 54 14 20 123 22 9 164 28 83 67 21 28 56 43 internal_value=0 0.00181078 -0.00179338 0.00961353 0.0168107 -0.00976371 -0.000460302 -0.0143016 0.025366 0.0182684 0.0220014 -0.0208775 0.0285028 0.0218246 -0.0109426 -0.0853295 0.0379348 0.0252017 -0.0462735 0.0384733 0.00109732 0.0826598 0.0675146 0.0236213 0.0633666 -0.031536 0.0171715 -0.0384819 0.008635 -0.0672401 internal_weight=0 765.224 523.442 241.782 178.368 43.4389 40.2676 33.0648 134.929 111.721 107.048 14.0939 92.9539 83.4418 27.5028 8.63721 55.9391 43.5426 6.81891 36.7237 16.0576 12.3965 20.6661 14.5921 8.48093 6.11119 4.1587 6.18215 4.30409 4.67338 internal_count=86175 15520 8313 7207 4675 365 339 298 4310 3967 3830 2239 1591 1457 644 79 813 596 74 522 235 217 287 213 111 102 88 61 65 137 is_linear=0 shrinkage=0.1 Tree=810 num_leaves=31 num_cat=0 split_feature=6 6 1 2 4 3 4 7 5 7 5 1 0 9 4 6 3 4 2 8 1 4 8 5 6 9 5 6 5 9 split_gain=0.289645 1.87833 3.24023 4.94866 5.75983 5.05689 5.244 4.63639 3.68972 3.56503 2.92533 2.90016 3.37258 2.8921 2.67372 2.62026 2.59697 2.32886 2.31393 3.29057 2.0515 1.99608 1.95729 2.1983 1.9697 1.9588 1.92631 1.90939 1.94491 2.15871 threshold=53.337013244628913 53.186521530151374 168.92400360107425 3630.560668945313 0.059998499229550369 139.89246368408206 0.10405899956822397 90.894676208496108 2.6937448978424077 93.380386352539077 2.5800232887268071 93.620300292968764 0.18521668761968615 1.1727803349494936 0.049463000148534782 53.246049880981452 100.03596115112306 0.039905000478029258 1234.7395629882815 69.08872266500002 132.85200500488284 0.063268501311540618 52.66233285500001 2.6724250316619877 53.275117874145515 1.5776674151420595 2.7140200138092045 53.308040618896491 2.5729150772094731 1.2161991596221926 decision_type=10 10 8 10 8 10 8 8 8 10 8 10 8 2 10 10 10 10 8 8 10 10 8 10 10 2 10 10 10 2 left_child=1 -1 3 4 14 6 18 17 27 13 -11 12 -8 -9 22 -16 -4 -5 19 -6 -17 -10 -3 24 25 -24 -25 28 29 -7 right_child=-2 2 16 7 5 8 11 9 21 10 -12 -13 -14 -15 15 20 -18 -19 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.00021197878673458526 0.00072072629644073934 0.077142742332136388 0.022871144993669684 0.012453083838969715 0.097225079235881223 0.054893090778288217 -0.10120146563777346 0.021415624593017654 -0.27385053720857427 0.13572575272284401 0.010133917651726432 -0.11447863714104055 0.044635979998835257 -0.093566462133204048 -0.028555671885671652 0.045710099909791815 -0.11186807969199508 0.134971777461878 -0.044440554305934167 -0.034099850068648872 0.15379112445569193 -0.11745597524864659 -0.11303116798388593 -0.14434879141178178 0.057214509987572548 0.052853388600900289 0.01097176838990525 0.0081669544137650697 -0.10552333807064124 -0.081242562868039908 leaf_weight=4458.759276120868 3248.888218391101 1.9866050668060786 1.923936182836768 2.2607651089492746 6.435537860706968 1.9452799973078132 2.6919741227757203 3.87770310835913 1.2677173393822152 2.5774398860521588 6.6130630563711756 5.3608186907658819 3.8586501037643757 5.0187485079586622 2.6875145251815393 4.6431210967239167 5.5771613232936943 4.9448861381933966 2.883737937780098 2.7120567558449702 2.8245398914441466 2.2907216945241089 1.9887572721054314 2.4465497768615028 3.31983269232569 1.1086519241798667 1.1853529411855559 3.2187498942948869 8.7849326691357401 2.9031545838806778 leaf_count=52842 32183 17 25 31 67 18 17 35 15 20 66 34 27 65 35 53 50 47 21 40 17 39 55 44 61 15 70 31 87 48 internal_value=0 -0.00051498 -0.0141151 -0.00895352 -0.0232647 -0.0440748 -0.0128989 0.028699 -0.080646 0.00167514 0.0453556 -0.0599337 -0.0152958 -0.0434491 0.0183287 0.0561175 -0.0773092 0.0965317 0.0336671 0.0582902 0.0865903 -0.173173 -0.0135556 -0.0314857 0.00370051 -0.0536563 -0.0936564 -0.0611084 -0.0774638 -0.0266225 internal_weight=0 4558.1 99.338 91.8369 66.5443 44.3533 23.9428 25.2926 20.4106 18.087 9.1905 11.9114 6.55062 8.89645 22.1909 10.1552 7.5011 7.20565 12.0313 9.14759 7.46766 3.55844 12.0357 10.0491 6.41724 3.09741 3.6319 16.8521 13.6334 4.84843 internal_count=86175 53992 1150 1075 811 444 206 264 238 186 86 78 44 100 367 105 75 78 128 107 70 54 262 245 131 70 114 184 153 66 is_linear=0 shrinkage=0.1 Tree=811 num_leaves=31 num_cat=0 split_feature=5 5 4 0 2 6 7 1 4 7 7 6 7 7 7 0 8 4 1 7 4 4 5 5 7 7 1 9 3 2 split_gain=0.278187 2.12162 4.45732 3.13659 3.8478 3.1254 5.286 2.60415 1.99388 1.98605 2.1337 2.81601 3.10512 2.50774 3.53462 2.81455 2.49447 2.45568 2.91984 4.59444 2.93337 2.45273 2.38696 2.37301 3.05418 2.28155 2.13361 2.4175 4.19408 3.04432 threshold=2.7321050167083745 2.7343299388885502 0.034583000466227538 0.20781671255826953 7967.4946289062509 51.23481750488282 95.87570953369142 103.78250122070314 0.043460499495267875 84.420028686523452 88.358043670654311 51.714319229125984 86.868511199951186 89.527534484863295 90.726867675781264 0.097099941223859801 66.059192255000013 0.04389650002121926 92.16300201416017 87.350585937500014 0.037704501301050193 0.05711800046265126 2.7366132736206059 2.7351033687591557 95.060844421386733 85.059902191162124 98.759304046630874 1.1996469497680666 199.53859710693362 3871.658325195313 decision_type=10 10 8 8 8 10 8 10 10 8 8 10 10 8 8 10 10 8 10 10 10 8 10 10 8 10 10 2 8 10 left_child=-1 2 -2 4 -4 8 7 -7 -5 -3 11 17 -13 16 15 -15 26 18 19 20 -11 -19 -17 24 -16 -20 27 28 -12 -29 right_child=1 9 3 5 -6 6 -8 -9 -10 10 13 12 -14 14 23 22 -18 21 25 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.00012020949575233435 0.15459845293943558 -0.11110284781100775 0.083096935282111151 -0.020407669911117702 -0.1075412304749318 -0.061543801075144233 0.066344251309368565 -0.21297970788060933 0.090128734563143145 0.034274987465272126 -0.1234066383847373 -0.086192044941643634 0.095600963143037898 -0.036767671615143036 0.0096422267356223671 0.1244296132153683 0.033429738947553557 0.058252692956402556 0.060793843824849314 0.14427520382691314 -0.12538863168158712 -0.0055107175936699171 0.03296718457253877 -0.0035297429438415776 -0.16312545089549205 -0.045081179322070841 -0.0024595908656310228 0.054934036395074617 0.029049225677495988 -0.079224752500449636 leaf_weight=7508.2004434014798 2.5972251695017121 1.588384510122977 8.5874906113476719 3.2511508837365053 1.2076391553382571 2.9252290323802299 2.2217719661657611 1.8560712969228914 3.2764714983077283 3.7545402886489736 8.5897804075211823 1.0810111938353637 7.1803368243417935 5.1336399290094077 1.9570105559687352 3.2475583925797791 5.2590910901908492 14.547472250114874 2.3090009127408875 2.7391611045113677 1.6591813949053174 10.306685950967223 23.508416363080869 141.41075625110386 2.1444396400802361 17.17514605790393 9.0578654730966246 3.2309871162287882 2.2843406061874711 3.5496858925325796 leaf_count=78032 56 64 134 43 19 37 36 38 53 45 77 70 177 162 47 47 456 230 38 55 53 153 656 4252 38 716 258 27 34 72 internal_value=0 0.002997 0.030331 0.0164944 0.0595932 -0.0147056 -0.0611065 -0.12033 0.0350749 0.000389187 0.00104478 0.0175439 0.071813 -0.00374268 0.000903375 0.0310555 -0.0295223 0.00900278 -0.0115087 0.0387393 -0.0146582 0.0318109 0.0440686 -0.00570458 -0.0806892 -0.0325343 -0.041916 -0.0621593 -0.09138 -0.0152982 internal_weight=0 297.638 25.923 23.3258 9.79513 13.5307 7.00307 4.7813 6.52762 271.714 270.126 60.7525 8.26135 209.374 177.402 31.8896 31.9718 52.4912 27.637 8.15288 5.41372 24.8542 26.756 145.512 4.10145 19.4841 26.7127 17.6548 10.8741 6.78067 internal_count=86175 8143 416 360 153 207 111 75 96 7727 7663 1537 247 6126 5202 865 924 1290 907 153 98 383 703 4337 85 754 468 210 111 99 is_linear=0 shrinkage=0.1 Tree=812 num_leaves=31 num_cat=0 split_feature=6 4 4 4 7 5 7 0 9 2 1 2 1 0 9 1 7 1 2 5 6 4 1 5 8 8 9 9 9 7 split_gain=0.272099 1.22651 1.76731 1.83121 2.35139 2.58366 1.50394 1.90017 3.03952 2.27034 1.39584 3.46526 3.94408 6.45489 2.69978 2.49785 2.45638 2.93794 2.19683 2.7477 5.07476 2.76479 2.50084 2.31274 2.31884 5.98995 5.88474 3.24162 3.48719 6.60406 threshold=51.514183044433601 0.15003500133752826 0.13950666785240176 0.10000333562493326 88.122100830078139 2.6787817478179936 96.289451599121108 0.38967499136924749 1.1963809728622439 1797.0034790039065 84.737030029296889 328.73005676269537 95.72259902954103 0.26000010967254644 1.0895128250122073 83.832332611083999 88.711933135986342 102.23339843750001 317.81999206542974 2.6199631690979008 51.14306831359864 0.079994998872280135 77.730895996093764 2.6200132369995122 77.190249095000013 67.847581670000025 1.1661193370819094 1.2526250481605532 1.1996469497680666 87.25397109985353 decision_type=8 10 10 8 8 8 10 8 2 10 10 10 10 10 2 10 8 10 10 10 8 8 10 10 10 8 2 2 2 8 left_child=1 2 3 10 -5 6 7 8 9 -6 14 12 -12 -14 15 -1 -15 -18 -16 20 -20 23 -22 -21 25 27 -27 28 -25 -30 right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11 11 -13 13 16 18 -17 17 -19 19 21 22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=-0.030689311763995076 0.00018832084180879331 -0.10350368305275362 0.073158519175575823 0.043896941164092818 0.057737827385784202 -0.080866079166230509 -0.088110540610549154 0.11109560120617407 -0.098011142585974556 -0.059688810869275771 0.096583211766008842 -0.0051261780236247926 -0.032345609766187472 -0.074387862776683022 -0.012642885550804893 -0.24254100565954154 -0.072754592527337944 0.10276905783135254 0.09843455457667577 -0.07851392935153477 -0.18123809085149523 0.08106649443439097 0.030220529418623177 -0.023905383388088106 0.028138857921653417 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1.067902743816376 1.0580517053604128 0.079994998872280135 55.479749679565437 53.402170181274421 462.11274719238287 1.1963809728622439 51.714319229125984 1.0465513467788699 1715.7805786132815 23.585000038146976 81.391963958740249 202.79999542236331 53.723968505859382 69.961542290000025 2.5800232887268071 2.7199048995971684 53.186521530151374 47.827284630000008 108.25125122070314 157.91999816894534 86.805891860000017 59.071444280000001 2.5870165824890141 0.157120056450367 62.490172530000002 59.071444280000001 decision_type=8 8 2 2 2 10 8 10 10 2 10 2 8 10 10 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 left_child=1 -1 3 4 6 -6 10 -4 9 -9 -3 13 -13 -12 -15 19 18 -18 -17 21 -21 26 23 24 28 -25 -5 -28 -23 -20 right_child=-2 2 7 15 5 -7 -8 8 -10 -11 11 12 -14 14 -16 16 17 -19 29 20 -22 22 -24 25 -26 -27 27 -29 -30 -31 leaf_value=3.6006170958147745e-05 -0.00053015210883879669 0.093983197813235331 -0.050605646250601835 0.10652417099848949 -0.15594406703133465 0.021699216399904294 0.088929410539356379 -0.11509098489921754 0.073594788533766817 0.0073264104143783045 0.057398476503648967 0.089524836568686886 -0.031305032902895415 0.079908881163807163 -0.094268087778139595 0.10814863282284326 -0.098247141010350009 0.017108309142718926 -0.066838642680184426 -0.11351171852437165 0.057973973081044877 0.030382386849031426 0.081095960400956624 -0.062421240980047421 0.080423415530930339 0.081758775078834514 0.041390396700124572 -0.090079569677213672 -0.12046132402895667 0.034039505689311217 leaf_weight=3199.4473469912264 4386.8922504854436 3.2616165169893092 17.07878636166879 2.0881407996639583 6.7748264621895924 3.7627702181744098 6.2078688119113385 3.5260715066688197 7.1769779103051397 21.172476239675689 2.8695732092601274 6.7084118038183052 8.0716370418667793 1.1246988285274699 9.1109069858939602 6.4167545517557327 8.6123251169919985 8.7187614674912748 4.0612550741061595 3.9395464435692693 3.6065998740959913 2.1813604962080735 32.016338802175596 2.1575119793415061 3.3766450742259622 12.906638046260921 3.4937683017924437 5.7332191015593699 4.6298855374916457 15.376984364796952 leaf_count=37492 43835 76 1790 26 49 62 59 81 196 721 44 82 40 43 153 52 99 70 52 109 25 26 221 11 61 167 26 67 38 402 internal_value=0 0.000677565 0.0101734 0.0166612 -0.00778088 -0.0925111 0.0161211 -0.0119866 0.00870534 -0.0101504 0.00160975 -0.00919478 0.0235376 -0.0461104 -0.0751293 0.0264721 0.00576497 -0.0402152 0.0365863 0.0382186 -0.031552 0.0458954 0.0575722 0.0277471 -0.0215831 0.0611091 -0.0132036 -0.0402989 -0.0721523 0.0129629 internal_weight=0 3415.61 216.162 167.208 47.8923 10.5376 37.3547 48.9543 31.8755 24.6985 31.1468 27.8852 14.78 13.1052 10.2356 119.316 43.1861 17.3311 25.855 76.1297 7.54615 68.5835 57.2684 25.252 10.1879 15.0642 11.3151 9.22699 6.81125 19.4382 internal_count=86175 42340 4848 2060 608 111 497 2788 998 802 438 362 122 240 196 1452 675 169 506 777 134 643 524 303 125 178 119 93 64 454 is_linear=0 shrinkage=0.1 Tree=814 num_leaves=31 num_cat=0 split_feature=9 9 9 8 3 1 8 8 9 8 2 5 8 6 6 3 9 5 8 8 7 3 1 8 7 1 9 5 6 3 split_gain=0.28865 4.43984 4.59603 8.70683 2.51718 3.61 1.6811 1.58741 7.77187 4.48331 2.98226 2.20107 1.65249 4.88896 5.23242 1.48486 1.47519 5.90501 4.38611 4.81921 5.96234 4.51222 4.26846 3.99835 7.6464 3.9828 2.66609 5.14698 4.54973 4.98723 threshold=1.3491482734680178 1.3427831530570986 1.3460645675659182 83.723137205000015 1283.7388305664065 121.6716995239258 66.889917430000011 72.121931125000017 1.6201764941215517 71.893560340000008 960.48999023437511 2.5900232791900639 72.315607970000016 58.474561691284187 51.331277847290046 173.97499847412112 1.3566636443138125 2.5600099563598637 83.507371530000015 83.351226575000013 88.833370208740249 346.44999694824224 100.96319961547853 72.669456165000014 93.380386352539077 91.564998626708999 1.3680611252784731 2.5099099874496464 55.995513916015632 38.954999923706062 decision_type=2 2 2 10 10 8 8 10 2 10 10 8 10 8 8 10 2 8 10 10 10 10 8 10 10 10 2 10 10 10 left_child=1 -1 -3 -4 5 15 -2 8 10 11 -8 -10 13 14 -9 -5 17 -14 19 20 22 -20 25 24 -22 -19 27 28 29 -18 right_child=6 2 3 4 -6 -7 7 12 9 -11 -12 -13 16 -15 -16 -17 26 18 21 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.000117060692259679 -0.10024768966682068 -0.10816177958075079 -0.10761746858917108 0.14841467158398916 0.15115220626094361 -0.14160872603388333 0.17380013426297836 0.11238668510668243 0.10937755952965345 -0.11636592080947505 0.045759567508632415 -0.034535269215197527 0.15949367633773329 0.063466985560102746 -0.10848417466844362 -0.0087811918871834576 -0.10555880704100117 -0.10120199245637584 -0.085420744889554701 0.081696602701521417 -0.11347729289120168 0.1365726694720045 -0.10607124251841259 0.15557252857180748 0.090872786949180273 0.1193486147893085 0.0019089516983027488 -0.11556301523384969 0.14186260975331511 -0.0029936121511802269 leaf_weight=6643.7722010005091 1.6224391156499098 7.7087853508128328 4.7638297585945111 1.4587002151092754 2.4648382833693177 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7.90083 7.28033 4.25692 1119.54 12.1347 8.59898 2.48055 1107.4 41.7301 38.9001 30.9046 20.3255 7.99543 9.79903 10.5265 7.82318 3.4275 1065.67 44.7946 39.496 37.6311 internal_count=86175 66517 678 339 95 81 19658 15299 147 102 45 60 15152 150 122 67 15002 555 529 327 279 202 201 78 58 136 14447 693 476 403 is_linear=0 shrinkage=0.1 Tree=815 num_leaves=31 num_cat=0 split_feature=9 8 8 8 8 8 9 4 8 0 3 8 1 2 2 6 7 8 1 5 4 8 9 1 4 1 6 7 4 1 split_gain=0.27104 2.98804 2.92061 3.06208 2.92624 3.8562 2.68359 5.53385 4.69519 13.4281 6.02 4.10684 4.01311 4.83721 3.88667 3.72227 5.92556 5.43215 4.38853 3.75081 3.73994 3.68682 3.52003 7.33387 7.31133 4.01387 3.10793 4.45155 2.72235 2.66645 threshold=1.0828325152397158 74.680035045000011 74.151832615000018 73.130797875000013 72.910438015000011 72.910438015000011 1.087821424007416 0.054487999528646476 68.163682825000009 0.51504999399185192 243.87955474853518 52.112075745000006 77.730895996093764 272.85049438476568 842.31301879882824 52.079084396362312 100.50041580200197 62.880859350000001 99.982028961181655 2.6399934291839604 0.17531999945640567 69.472333410000019 1.0895128250122073 65.658298492431655 0.06591349840164186 99.102649688720717 51.073438644409187 97.422809600830092 0.038593001663684852 100.66500091552736 decision_type=2 10 10 10 8 10 2 10 10 8 10 10 10 10 10 10 8 10 10 10 10 10 2 10 8 10 10 10 10 10 left_child=1 2 3 4 -1 -6 7 8 9 10 11 28 -10 -14 -15 18 20 29 19 -9 -17 -16 23 -8 26 -26 -25 -28 -2 -18 right_child=6 -3 -4 -5 5 -7 22 15 12 -11 -12 -13 13 14 21 16 17 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.0010731380340977595 0.0096196419146864342 -0.10348282311244705 0.095987178573158694 -0.11014055235280794 0.038685578924790139 0.30005520442794054 -0.065919435767096787 0.13141352431737743 0.10534774683488123 -0.13351831419566093 -0.039140259814118894 0.0023272451084039307 0.10705405426099941 -0.0464254081367175 -0.015204563404790422 -0.10479122934162265 0.045696741458789811 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internal_value=0 0.00110984 0.00127742 0.00109624 0.00125828 0.0944295 -0.000316663 -0.0145131 -0.000401005 -0.0185479 0.00281048 0.0339274 0.0287662 0.0133638 -0.00486337 -0.0446067 -0.0599378 0.00402014 0.0137589 -0.0572934 -0.08806 0.0345736 -6.27182e-06 0.0264098 0.0422895 0.0735397 -0.0125278 -0.0371581 0.083012 -0.0734347 internal_weight=0 1704.79 1702.06 1698.81 1696.34 3.36423 6090.12 130.305 88.7068 54.6841 46.1169 26.4773 34.0227 28.3257 23.7125 41.5984 32.9447 10.0616 8.65373 4.33663 22.883 12.1673 5959.82 50.0207 42.6801 27.1834 15.4967 11.8978 10.3698 4.76583 internal_count=86175 17000 16519 16480 16398 90 69175 1020 610 402 307 184 208 153 129 410 267 99 143 96 168 63 68155 340 267 179 88 65 79 60 is_linear=0 shrinkage=0.1 Tree=816 num_leaves=31 num_cat=0 split_feature=3 5 1 1 4 2 0 0 6 8 6 1 5 0 5 9 5 5 7 1 1 2 4 6 5 8 1 2 6 0 split_gain=0.280175 1.3635 2.99346 3.5457 3.18871 2.62189 2.65695 2.5465 2.268 4.36441 2.8649 2.84751 3.19671 2.38269 1.97838 1.6995 1.6964 2.42273 4.28091 3.599 3.77808 3.13938 2.92548 2.84785 2.61206 2.22064 2.48673 2.25147 4.93302 2.46975 threshold=12.087590217590334 2.4904099702835087 81.391963958740249 78.060043334960952 0.086001999676227583 1234.7395629882815 1.0609999895095827 0.61000007390975963 56.100383758544929 73.810261685000015 58.767860412597663 126.21020126342775 2.3904000520706181 0.63005000352859508 2.4702500104904179 1.0349020361900332 2.5751932859420781 2.5541366338729863 86.067459106445327 85.632835388183608 95.72259902954103 47.444999694824226 0.17001000046730044 52.878839492797859 2.559956550598145 46.426018395000007 178.82440185546878 39.329999923706062 59.081159591674812 0.16000659018754962 decision_type=10 8 10 8 10 8 10 8 10 10 10 10 10 8 8 2 8 10 10 10 10 10 8 10 10 10 8 10 10 8 left_child=1 2 3 14 7 6 8 -4 9 -6 15 12 13 -12 -1 -10 17 19 21 22 -21 -19 23 -3 -20 -22 27 -27 29 -29 right_child=-2 16 4 -5 5 -7 -8 -9 10 -11 11 -13 -14 -15 -16 -17 -18 18 24 20 25 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.012940833759863719 0.00022511432540141737 -0.045038350561602762 -0.11252790952076604 -0.1068798812822372 0.043176414509061338 -0.10824005233286303 -0.026177606517580262 0.00020447728183971473 0.071469803031458098 0.18418529500497055 -0.10852231348342396 -0.016024276014653879 0.097002841816644592 0.055997329942171964 0.085309614966126088 -0.027317174311014943 -0.0012915604340816703 -0.045052180634244696 -0.13717043768655032 -0.095624328392437161 -0.080165481832483218 0.097563869934475828 -0.028395932604832325 0.080051027116631257 -0.046554202563596631 0.089958518508625143 -0.11342959353573773 -0.049626078208710685 -0.076836811677984757 0.033040071680726472 leaf_weight=19.648848578919463 6789.5106898216709 2.200982421705759 2.5712277916063595 3.8379125193953874 7.1021718522106863 1.2724417175340921 5.8224927698209958 9.0792368533092809 2.159756702836602 3.1768127491232008 1.4475725015088361 4.5091396947391322 12.934488179860635 2.2463798246462834 2.2881319195448659 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13275 1911 718 1193 826 781 367 528 131 397 262 216 69 646 135 11364 1137 305 832 573 89 259 201 216 484 444 424 373 313 is_linear=0 shrinkage=0.1 Tree=817 num_leaves=31 num_cat=0 split_feature=5 7 5 4 0 1 1 7 7 4 4 9 2 8 6 4 4 1 4 7 6 3 1 6 3 6 5 7 0 7 split_gain=0.270441 1.78055 1.63266 3.76023 2.94689 2.91064 4.09204 2.80234 1.83244 1.75653 2.84974 1.7239 2.75288 3.62773 2.39466 2.15404 1.71512 2.45454 1.69758 1.56241 1.94828 1.88242 1.46939 2.02278 2.67946 1.39911 2.31799 1.57366 2.91139 2.48886 threshold=2.7321050167083745 84.420028686523452 2.7343299388885502 0.032472500577569015 0.20781671255826953 82.310581207275405 89.323200225830092 88.773273468017592 85.059902191162124 0.19435833394527438 0.17271000146865848 1.1293502449989321 700.32751464843761 68.659882405000019 50.300912857055671 0.054104501381516464 0.16000332683324817 66.378250122070327 0.037223499268293388 96.640411376953139 53.929851531982429 153.35744476318362 56.274999618530281 55.43550109863282 26.082884788513187 48.495475769042976 2.7351033687591557 88.358043670654311 0.094338413327932372 86.997737884521499 decision_type=10 8 8 8 8 8 8 8 8 10 8 2 10 10 10 10 8 10 10 10 8 10 10 8 10 8 10 10 10 10 left_child=-1 -2 3 -3 7 -6 -7 -5 18 10 16 -8 14 15 -13 -14 25 -18 -4 20 21 -9 23 -11 -25 26 -10 29 -29 -27 right_child=1 2 8 4 5 6 11 19 9 22 -12 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31 leaf_value=-0.00012186396355743485 -0.10557893612318801 0.15352500617596998 0.0059499674244502185 -0.089003003210868681 0.12184016721275588 -0.1758483375848893 0.055011925665838263 0.1433455226941994 -0.23916355772817061 0.070206159745479918 -0.066347884557169792 0.19355134682626246 -0.068146762742434155 0.064141102963939031 -0.021744784193387212 -0.22562061930115487 -0.025762588919581504 0.13373386540631513 0.14368115320930525 0.15689631756322173 -0.021820057229549064 0.013572692571302459 0.10568467980673778 0.067377215106128693 -0.11127180125252056 -0.006836323748822282 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0.0722276 0.0765154 0.0544518 0.0914054 0.0419409 0.0182574 -0.0366121 -0.000680318 -0.0465743 0.00056612 -0.00443388 0.0137838 internal_weight=0 295.681 294.177 25.7619 23.5916 13.6245 12.2156 9.96706 268.415 264.831 255.098 10.5546 7.40741 5.22359 2.18382 3.81116 248.527 3.94576 3.58458 8.80981 6.91243 4.65641 9.73312 7.09648 3.45122 244.582 6.46697 238.115 172.762 65.3526 internal_count=86175 8143 8079 416 373 214 198 159 7663 7607 6958 176 138 88 50 72 6887 52 56 135 106 71 649 604 568 6835 320 6515 4511 2004 is_linear=0 shrinkage=0.1 Tree=818 num_leaves=31 num_cat=0 split_feature=7 1 2 5 9 8 3 1 6 7 6 8 7 6 0 6 3 6 9 5 4 7 6 2 2 0 9 1 6 0 split_gain=0.262494 1.38123 2.73948 3.16662 3.78143 3.02961 4.13747 2.74802 2.59166 3.12169 2.19601 2.00618 1.67755 2.63661 1.66956 1.48292 1.43563 1.766 1.73832 1.69557 2.0913 1.43508 1.35572 1.32206 2.29329 2.03007 1.26902 1.23048 1.23283 1.1919 threshold=104.69990539550783 108.84904861450197 712.11749267578136 2.5491399765014653 1.2242988944053652 48.641006055000013 126.61664962768556 130.24291992187503 63.795240402221687 106.21330642700197 62.405439376831062 68.008555565000009 107.00885391235353 60.596574783325202 0.49205000698566442 54.282121658325202 79.180000305175795 54.950485229492195 1.3758142590522768 2.5900232791900639 0.085270501673221602 105.01190185546876 49.212829589843757 87.415000915527358 346.63420104980474 0.28727652132511144 1.2096731066703799 108.25125122070314 68.044853210449233 0.10000500082969667 decision_type=10 8 10 10 2 10 10 10 8 10 10 8 8 10 8 8 8 10 2 10 10 10 10 10 10 10 2 8 8 8 left_child=-1 22 3 7 5 23 11 10 9 29 21 -7 -9 -14 -12 -4 -17 -18 19 20 -19 -3 -2 25 -25 -5 -13 28 -24 -6 right_child=1 2 15 4 8 6 -8 12 -10 -11 14 26 13 -15 -16 16 17 18 -20 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00011155503126592186 -0.11613071803520883 0.018123927409768727 -0.12494725488219985 -0.056233706406591449 0.095664592985143987 -0.099945678437728225 0.058713951538121562 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2.137624226976186 3.4168952107429504 1.7054059839938407 2.7336626016904111 2.7527904416147071 leaf_count=82285 18 13 63 32 14 59 37 43 41 172 29 36 19 56 19 20 20 29 31 36 30 186 2365 32 28 30 20 23 316 73 internal_value=0 -0.00292739 -0.0137527 -0.00488926 0.0128995 -0.00718794 -0.0347511 -0.0311224 0.0594529 0.0766354 -0.0576831 -0.0615229 0.00660914 -0.0285856 0.00708569 -0.050437 -0.038298 -0.0266163 -0.0442053 -0.0213002 0.0161279 -0.0787522 0.00139133 0.0317226 0.0622327 -0.00527212 -0.020901 0.00193756 0.00124563 0.00348011 internal_weight=0 295.442 84.2529 67.8576 40.4371 28.2482 16.5352 27.4205 12.1889 10.7028 16.0924 12.8535 11.3281 6.16849 3.94993 16.3954 14.0985 12.4324 10.209 7.80431 4.74488 12.1425 211.189 11.713 6.41911 5.29392 6.24792 210.212 208.507 3.77544 internal_count=86175 3890 1168 939 574 274 152 365 300 259 247 115 118 75 48 229 166 146 126 95 59 199 2722 122 60 62 56 2704 2681 87 is_linear=0 shrinkage=0.1 Tree=819 num_leaves=31 num_cat=0 split_feature=7 5 4 3 2 4 6 2 2 8 5 3 9 6 3 3 0 8 2 6 9 3 3 0 1 0 4 7 0 8 split_gain=0.261091 1.5044 0.797772 1.17386 1.89463 1.81181 1.46924 1.49046 2.11483 1.002 0.798558 1.39503 1.18952 1.0759 0.787337 0.882347 1.26389 0.756547 0.836145 0.712579 0.839741 0.835536 0.66544 0.649102 1.58989 0.392375 0.36145 3.69197 3.24583 4.31806 threshold=112.07624816894533 2.6312500238418584 0.079994998872280135 145.18714904785159 201.88640594482425 0.11472066491842271 60.172929763793952 146.12154388427737 98.317661285400405 87.385966165000013 2.5201749801635747 22.061336517333988 1.1777723431587221 61.553859710693366 58.725000381469734 29.450950622558597 0.32000008225440985 73.93013833000002 184.97500610351565 65.634479522705092 1.1459585428237917 13.005650043487551 12.562700271606447 0.38000005483627325 99.708000183105483 0.27461998164653784 0.10998599976301195 90.492675781250014 0.11503000184893609 63.23751475000001 decision_type=10 8 10 8 8 10 10 8 8 10 10 10 2 10 10 10 8 10 10 10 2 10 8 8 10 8 10 8 10 10 left_child=26 2 -2 4 6 -5 14 8 9 10 11 13 -12 -8 15 16 -4 18 -7 20 -3 -22 -18 -15 -25 -6 -1 28 -28 -30 right_child=1 19 3 5 25 17 7 -9 -10 -11 12 -13 -14 23 -16 -17 22 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.00029401962603677279 0.07673707427240177 -0.014702069833461617 -0.11836061655421132 0.016115632952525088 0.038631350178748157 0.038557077397614617 0.087580780619896104 -0.08295985065163819 0.093619576596979504 0.066741352612001578 0.077783625313524923 -0.085572405651172259 -0.051860631496930189 -0.078402607964244031 0.019629558331236988 -0.1037841995643054 -0.019979703662835833 -0.14057815492685938 -0.08609937238761485 0.086651198449358785 -0.014549902587901217 -0.1106402542171934 0.10045255895706851 0.06749650826438755 -0.05837890952199442 0.1090736118947095 -0.065888390611397923 0.0022948559323636504 0.038381995186587053 -0.040135263700889726 leaf_weight=6241.1225190726054 1.3315937535023739 3.1577418878414383 0.94199468765874106 3.4445687320549032 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26.2426 19.1829 17.673 14.4371 12.2628 9.03254 3.23028 6.52496 7.05976 5.41447 2.96556 4.08174 2.63852 7.89785 7.51939 4.36165 2.02356 5.32169 4.0169 3.23611 7738.2 1497.07 43.4622 28.9536 internal_count=86175 1020 592 560 460 100 416 304 290 253 209 140 69 112 112 90 69 73 63 428 143 107 58 88 67 44 85155 13409 447 317 is_linear=0 shrinkage=0.1 Tree=820 num_leaves=31 num_cat=0 split_feature=8 9 9 9 3 8 8 9 9 9 8 9 6 1 6 8 9 1 1 2 9 3 1 7 2 8 7 6 8 2 split_gain=0.262978 2.24176 1.91386 7.97176 13.744 3.91221 4.37608 3.22269 4.74573 7.25402 10.1868 6.81029 4.85978 4.19218 4.711 4.06317 11.639 6.26764 9.76035 5.87399 4.45686 5.29294 3.80946 7.67838 3.73359 6.68557 5.59063 5.07075 6.31238 3.97285 threshold=83.598192555000011 1.087821424007416 1.112635135650635 1.116006135940552 44.471200942993171 87.420011245000026 87.549911195000007 1.1392991542816164 1.1744956374168398 1.2593680024147036 87.182795360000014 1.2661221623420718 52.225957870483406 95.410400390625014 51.740386962890632 84.096144080000016 1.1594565510749819 108.84904861450197 99.102649688720717 4589.5473632812509 1.1560110449790957 50.295619964599616 89.641059875488295 90.492675781250014 1647.2347412109377 83.89519991500002 89.589599609375014 51.393583297729499 84.486923110000006 4285.2539062500009 decision_type=10 2 2 2 10 10 10 2 2 2 10 2 8 10 8 10 2 10 10 8 2 10 8 10 10 10 10 10 10 8 left_child=-1 -2 5 4 -4 -3 -7 13 15 10 24 12 -11 -5 -15 16 20 18 19 -17 21 -9 -14 -24 -10 26 -26 28 -27 -28 right_child=1 2 3 7 -6 6 -8 8 9 11 -12 -13 22 14 -16 17 -18 -19 -20 -21 -22 -23 23 -25 25 27 29 -29 -30 -31 leaf_value=-0.00024729600392804413 -0.10213298756499373 0.0402375103793794 -0.12280373689174742 0.0048489470231638807 0.080013067319084197 -0.11741574666637654 0.0054229800153868038 -0.014390321996034586 0.051017549415621921 0.12267346615419904 -0.10107240842188076 0.00046357293497775872 -0.13006402444116036 -0.024230627896839222 0.063268161438677167 0.011386982929145736 -0.12339113037892394 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internal_value=0 0.00138482 0.00157148 0.000639409 -0.0675861 0.0193021 -0.0130071 0.0017014 -0.000261524 0.00284519 0.0261717 -0.00102953 -0.0673007 0.0168557 0.0449596 -0.0161881 -0.0342282 -0.00180149 -0.0129608 0.00192986 -0.0154346 -0.0303207 -0.0841694 -0.0245748 0.0331743 0.0138645 -0.0379244 0.0386699 -0.0186863 -0.0641546 internal_weight=0 1160.16 1158.07 1100.24 16.8637 57.8381 22.7416 1083.37 959.136 802.581 114.325 688.256 15.1649 124.236 37.189 156.556 69.4582 87.0973 74.2485 63.5322 57.3666 44.6355 13.9282 6.05965 108.362 52.0422 16.8541 35.1882 10.7186 13.9588 internal_count=86175 17820 17600 16962 118 638 342 16844 15961 14381 2911 11470 237 883 294 1580 488 1092 1023 929 359 294 190 61 1184 385 95 290 88 79 is_linear=0 shrinkage=0.1 Tree=821 num_leaves=31 num_cat=0 split_feature=5 3 0 5 7 2 7 3 5 8 0 9 0 7 8 9 4 7 1 0 8 6 1 2 9 1 3 5 9 9 split_gain=0.289179 2.11235 3.00617 2.38518 4.77179 5.28118 4.95399 5.02503 4.31744 3.79418 3.52254 3.39141 10.324 5.90687 5.86095 4.61306 4.88373 5.00852 5.12512 4.74692 4.4944 4.8643 4.78283 4.49913 4.00698 4.48542 3.71939 3.65753 3.40331 3.64285 threshold=2.6498100757598881 30.295001029968265 0.20521660149097445 2.6547749042510991 91.003246307373061 1715.7805786132815 88.037700653076186 4107.3850097656259 2.6534099578857426 75.064407355000014 0.20000014454126361 1.2342023253440859 0.20781671255826953 89.156623840332045 63.23751475000001 1.222699046134949 0.14539666473865512 93.060775756835952 111.22568511962892 0.28727652132511144 59.698715195000005 50.769674301147468 78.060043334960952 3759.551635742188 1.2161991596221926 110.6290969848633 113.11325073242189 2.6658649444580083 1.214552164077759 1.2128868699073794 decision_type=10 8 10 10 10 10 10 10 8 10 10 2 8 8 10 2 10 10 8 10 10 10 10 8 2 10 10 8 2 2 left_child=-1 2 -2 4 5 -3 -7 -8 -6 -9 -10 15 -13 -14 27 24 17 20 -19 -20 22 26 -17 -23 28 -26 -22 -15 29 -5 right_child=1 3 -4 11 8 6 7 9 10 -11 -12 12 13 14 -16 16 -18 18 19 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00036470717144373505 -0.0037833271165226921 0.071323494381451732 0.013445654319617429 3.9335756429575432e-05 -0.0098373074789885259 -0.038367768287201121 0.054376113259444206 0.06331023611262479 0.098009889003446204 -0.11994311331178741 -0.023805420893256789 -0.0028314487686623077 0.0060202729198997953 0.10229186509583561 -0.08931453696801589 0.055836869046869846 -0.048155973761438986 0.14463915221431553 0.12211586641025279 -0.032980530104461614 -0.0099163858095239824 -0.019602405621734861 -0.10953439180468745 0.093317996086266411 -0.11769591454436959 -0.011411776802103665 0.14605513496636 -0.038869884439768208 0.098574553934020398 -0.076381914335267101 leaf_weight=5768.4790252813436 159.23875258883561 22.286553282425302 278.20949917478083 1004.4794989616703 91.373563799090334 13.661093218601307 23.369561408646408 1.7318402174860228 7.1145759871578758 3.2502704876242206 3.5625142547069117 259.15812526625109 13.818966286208932 2.5966735109686825 32.286062705814402 2.7338358461856833 7.2786458916962138 7.6736472193151686 3.3505959315225482 4.8009343165904284 2.095055392477664 13.688600162044169 4.8543382084462792 4.7538181185373096 6.0847924127592732 11.428420368582008 5.6577799003571272 6.261596982987613 3.4836928059812626 6.2765077315270892 leaf_count=57200 2027 286 4021 9776 900 153 194 17 43 34 27 6879 722 17 3012 16 49 48 39 32 22 82 93 32 106 95 51 109 34 59 internal_value=0 0.00102902 0.00717401 -0.000684123 0.0106376 0.0319747 0.0111013 0.0349377 -0.00280624 -0.0562421 0.057365 -0.00202674 -0.0111803 -0.0505463 -0.069545 0.000614477 0.028337 0.0395602 0.0859853 0.0307701 0.0178132 0.0374442 -0.0499551 0.00950457 -0.000914046 -0.0483391 0.103907 0.00250963 -9.51415e-05 -0.000435219 internal_weight=0 2006.56 437.448 1569.11 166.35 64.2993 42.0128 28.3517 102.051 4.98211 10.6771 1402.76 314.121 54.9633 41.1443 1088.64 56.8873 49.6086 15.8252 8.15153 33.7834 26.1953 7.58817 18.4424 1031.75 17.5132 7.75284 8.85827 1014.24 1010.76 internal_count=86175 28975 6048 22927 1654 684 398 245 970 51 70 21273 10739 3860 3138 10534 464 415 119 71 296 187 109 114 10070 201 73 126 9869 9835 is_linear=0 shrinkage=0.1 Tree=822 num_leaves=31 num_cat=0 split_feature=9 9 0 3 3 1 5 5 1 9 8 8 6 9 8 0 9 4 8 7 8 6 6 9 8 4 7 1 0 5 split_gain=0.285702 3.65689 6.99281 3.87404 5.5075 4.44195 4.77999 3.94095 3.03916 2.97071 14.4991 15.2027 10.0433 10.9981 11.7108 7.17819 8.28364 6.39894 12.5744 7.81259 8.74703 6.37943 7.26995 7.67236 11.6803 9.55178 5.72849 5.11421 6.50181 4.99016 threshold=1.2342023253440859 1.2358905673027041 0.079295001924037947 257.75955200195318 24.500749588012699 74.817810058593764 2.5399399995803837 2.6213200092315678 87.930801391601577 1.2178118228912356 69.293986920000023 78.137514370000019 54.507638931274421 1.232557535171509 80.732610590000021 0.32999996840953832 1.2309741973876955 0.069995000958442702 69.73619044500002 97.813060760498061 70.190128230000013 58.474561691284187 52.968900680541999 1.2276334166526797 67.503599680000022 0.10998599976301195 98.23557281494142 61.094999313354499 0.15990499407052997 2.6823101043701176 decision_type=2 2 8 8 10 10 10 8 10 2 8 10 8 2 10 10 2 10 10 8 10 10 8 2 10 10 8 8 10 10 left_child=9 2 -2 4 8 -5 -7 -6 -4 -1 21 17 27 14 -14 16 -16 -12 -19 20 -20 22 -11 29 26 -26 -25 28 -13 -24 right_child=1 -3 3 5 7 6 -8 -9 -10 10 11 12 13 -15 15 -17 -18 18 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=0.00012919022348945657 0.15485501330450033 0.00040324090644509143 -0.0054632845267788017 -0.062868521721854656 0.04274472757251712 0.2428378613824228 0.055465479107074833 -0.079072450050202553 0.10723627948581896 -0.012615777126984355 -0.10847017067460865 -1.0215754503406225 0.11659902454729565 -0.12663045177950075 -0.028496168667757706 -0.16984834919005259 0.079029074338967359 -0.15010762026757618 0.064813174645411545 0.084120574676891671 -0.090857484144028999 -0.064909786374410458 0.091829892601786742 0.07999919074513262 0.045530090591357986 -0.15003066648118321 -0.016931880919511817 0.10538599377776353 0.10531546306786391 0.021047868739379427 leaf_weight=4798.4773490774651 4.1461589885875583 2663.494253651591 4.5713408924639278 1.7742569747206278 3.6547677938069656 2.0207487530751678 4.1732700520660728 9.7154299580943189 5.02100202254951 46.850202871253487 26.564179393044697 0.092400436682507414 7.1948759639635673 8.1916578933596593 42.557062616819167 2.9880441413552026 8.6151471156626922 8.029576390981676 5.252554237842566 6.9170994982123366 11.538932466879485 9.8619025861407845 27.051363133039558 15.058138161897661 3.8151878267526609 7.2319255024194717 10.24520833045244 8.8893506690728827 0.11482700177293736 15.764735758304594 leaf_count=44478 37 37966 38 26 36 35 39 85 43 498 870 34 65 60 337 26 48 35 23 46 134 100 301 88 58 31 100 408 10 120 internal_value=0 0.00082569 0.0329035 0.0165563 -0.00429141 0.0766341 0.116594 -0.0457735 0.053528 -0.000447922 -0.0105983 -0.0335613 -0.00487347 -0.0177978 -0.00326729 -0.0191908 -0.0103937 -0.0722581 -0.0419493 -0.00531846 -0.0421621 0.0125451 0.0186066 0.0370839 0.00329744 -0.0824926 0.0407522 0.0939378 -0.397153 0.0657682 internal_weight=0 2698.57 35.077 30.9308 22.9625 7.96828 6.19402 13.3702 9.59234 5071.3 272.824 136.946 78.6434 69.5468 61.3551 54.1603 51.1722 58.3023 31.7382 23.7086 16.7915 135.879 126.017 79.1666 36.3505 11.0471 25.3033 9.09658 0.207227 42.8161 internal_count=86175 38305 339 302 202 100 74 121 81 47870 3392 2096 988 536 476 411 385 1108 238 203 157 1296 1196 698 277 89 188 452 44 421 is_linear=0 shrinkage=0.1 Tree=823 num_leaves=31 num_cat=0 split_feature=0 7 3 2 7 3 2 9 9 6 3 4 4 1 9 7 8 6 4 2 2 3 8 7 8 4 6 8 6 1 split_gain=0.270855 1.93964 2.45522 2.86834 2.38867 2.3513 1.90026 3.44903 4.40308 4.25228 6.90034 3.78332 3.66704 3.56951 3.19171 3.1115 3.0561 2.92539 4.25543 2.64477 3.04753 2.88853 3.09799 3.95934 3.57984 6.82489 2.88829 4.57596 6.14017 4.15288 threshold=0.4100001603364945 93.680648803710952 438.30630493164068 50025.664062500007 93.792598724365249 362.83680725097662 712.11749267578136 1.5147894620895388 1.2593680024147036 55.995513916015632 11.651244640350344 0.083395499736070647 0.06956499814987184 91.284999847412124 1.2442238926887514 94.536071777343764 48.197255490000011 53.275117874145515 0.15003500133752826 165.91275024414065 146.12154388427737 597.36499023437511 41.376632000000008 109.97735595703126 49.091092425000006 0.15847999602556231 55.852941513061531 64.884590965000015 55.664741516113288 85.923751831054702 decision_type=10 8 10 10 8 8 10 2 2 10 10 10 8 10 2 10 10 10 8 10 10 8 10 8 10 8 10 8 8 10 left_child=-1 2 5 -4 -3 -2 19 8 11 10 -10 12 13 -8 -14 17 -15 -13 -19 20 21 22 23 -6 25 -24 27 29 -29 -21 right_child=1 4 3 -5 6 -7 7 -9 9 -11 -12 15 14 16 -16 -17 -18 18 -20 26 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00015839722695571595 0.0041706407824502068 -0.10096032515339859 0.069293227309472738 -0.042015337450689583 0.091589806060691226 -0.10288115472514146 0.11512450021537966 -0.11170304240339993 0.12875469224361938 0.13197610298299356 -0.092109509973770071 -0.1224122774670196 0.053305521362959268 0.072108562100156912 -0.098668135118897521 -0.063377996119888896 -0.064432303241199085 0.087955052564259922 -0.12363496165917286 -0.063912723141195754 -0.059488716781974607 -0.11178394181703113 -0.0897194634089305 -0.022332613462877956 -0.00043664774822914913 0.0066441426452305526 0.023257454385409521 -0.013599537128609066 -0.13448690329653953 0.038835760652745854 leaf_weight=7202.2634761115314 172.55578690292833 2.6468632195837918 11.19035859434234 2.9190226928985785 7.1074805974894817 2.0764191404959993 1.4993203079066031 3.858918819909376 2.3455973880882066 3.7255261945756502 3.5637280573737371 1.3195679560221822 13.104909696776305 1.8809951748698939 1.5448360955342639 26.255633093031065 12.754181235097347 4.4636105738609331 1.2076691086404023 4.6294452866859528 11.913292683933831 2.576132829361085 14.294410062989867 5.3449243863180991 98.824669024332991 15.127993762991993 65.937508076663107 36.242298842821583 4.7526183183704225 26.173490984755972 leaf_count=77063 2277 51 175 33 143 28 43 162 81 66 157 122 164 13 28 433 208 52 49 75 156 36 148 572 1794 205 835 525 118 363 internal_value=0 -0.00212129 0.0061397 0.0462651 -0.00630035 0.00289777 -0.005624 -0.019546 -0.0147184 0.0483073 -0.00444155 -0.024202 0.00105902 -0.0318285 0.0372797 -0.0475922 -0.0468833 0.0116947 0.0428981 -0.00193946 -0.0108912 -0.00685036 -0.00492908 0.0426911 -0.00955286 -0.0401726 0.00814665 -0.00573076 -0.0276142 0.0233935 internal_weight=0 561.837 188.742 14.1094 373.096 174.632 370.449 77.5245 73.6656 9.63485 5.90933 64.0307 30.7842 16.1345 14.6497 33.2465 14.6352 6.99085 5.67128 292.924 155.189 143.276 140.699 12.4524 128.247 29.4224 137.735 71.7979 40.9949 30.8029 internal_count=86175 9112 2513 208 6599 2305 6548 1578 1416 304 238 1112 456 264 192 656 221 223 101 4970 3054 2898 2862 715 2147 353 1916 1081 643 438 is_linear=0 shrinkage=0.1 Tree=824 num_leaves=31 num_cat=0 split_feature=4 5 1 8 7 6 3 2 4 1 1 2 7 7 1 0 5 1 9 8 7 9 1 8 3 9 0 1 1 8 split_gain=0.284066 2.51062 4.73811 3.79023 3.6521 6.36481 3.60486 2.86008 5.33803 4.38056 3.37444 3.96047 3.49136 6.03393 4.24947 3.33055 3.29356 3.18125 3.77905 4.80084 3.16871 3.16025 3.56077 3.6508 3.34484 3.8961 3.03261 3.37905 3.37861 3.80888 threshold=0.054487999528646476 2.5700099468231206 104.71112442016603 74.075884320000014 89.950969696044936 50.927904129028327 41.207149505615241 1188.1757812500002 0.053014999255537994 96.87884902954103 152.39299774169925 5487.8325195312509 92.847381591796889 96.436347961425795 153.93620300292972 0.47004324197769171 2.6734716892242436 146.69315338134768 1.0911181569099428 73.130797875000013 87.350585937500014 1.0531262755393984 162.71350097656253 74.586318020000007 36.131723403930671 1.1342637538909914 0.370049998164177 71.956893920898452 138.72499847412112 73.98361871500002 decision_type=8 10 10 10 10 8 8 10 8 8 10 10 10 8 10 8 8 10 2 10 10 2 10 10 10 2 10 10 10 10 left_child=1 2 6 -4 5 -5 -1 8 26 -10 17 15 14 -14 -13 21 -11 -9 -19 -20 -21 -12 23 -23 -24 -26 28 -28 -3 -30 right_child=-2 7 3 4 -6 -7 -8 10 9 16 11 12 13 -15 -16 -17 -18 18 19 20 -22 22 24 -25 25 -27 27 -29 29 -31 leaf_value=-0.0038370182707971445 0.00028971741543392103 0.010838382458569981 -0.028129969733727497 0.076871835788833776 0.039661641754789867 -0.097208944197611252 -0.12874113599843776 -0.004289499613076995 -0.17681418024563639 -0.099246124813092251 -0.036455396159244619 0.13979629511959099 -0.096544834463383716 0.041442422674986865 0.0010529453266275193 -0.09813428353964368 0.013301665411934324 -0.093052090288746267 0.036138196021992801 0.02526118194160535 -0.12238689483506425 0.10096777444329981 0.086700810633917783 -0.028982304979543013 0.042423148609417601 -0.029668279512677934 -0.13465997757014056 0.052010568723050425 0.000695011527106553 -0.056849508251690543 leaf_weight=3.6546548994157577 6256.5528858897451 312.48346840575323 44.273235940697049 3.2537619719514632 21.86936682484702 5.9247554536741527 6.2831950929611375 857.58979157220438 2.4182204265525771 4.1275597896819809 5.6711741243489078 2.3025641519343472 9.2009505051246343 4.8339000035193758 53.498003952365252 1.9535646219737817 7.0261711531456976 8.8492895432864334 9.0482279579591687 2.1298690712428643 4.5774103283329168 13.912194215692582 7.1182665955275288 2.5596580617275313 16.954057584516708 13.438817239904891 1.0136648516199809 22.363917337939711 40.193990923464298 16.113736982539194 leaf_count=99 61801 5880 661 54 308 333 680 12972 26 30 40 16 111 55 553 33 138 68 81 49 107 102 97 62 147 168 68 571 326 539 internal_value=0 -0.00124063 -0.0179075 -0.00934461 0.0174427 -0.0354977 -0.0828075 -0.000239489 0.00685559 -0.0548013 -0.00307952 0.0118681 -0.0044355 -0.0490191 0.00677807 0.0303491 -0.0283479 -0.00530665 -0.0407591 -0.0113881 -0.0755019 0.0345567 0.0420169 0.0807741 0.0249978 0.0105465 0.00898938 0.0439164 0.00677536 -0.0157727 internal_weight=0 1504.64 85.259 75.3211 31.0479 9.17852 9.93785 1419.38 405.741 13.572 1013.64 131.443 69.8354 14.0349 55.8006 61.6077 11.1537 882.195 24.6048 15.7555 6.70728 59.6542 53.983 16.4719 37.5111 30.3929 392.169 23.3776 368.791 56.3077 internal_count=86175 24374 2135 1356 695 387 779 22239 7578 194 14661 1384 735 166 569 649 168 13277 305 237 156 616 576 164 412 315 7384 639 6745 865 is_linear=0 shrinkage=0.1 Tree=825 num_leaves=31 num_cat=0 split_feature=8 9 7 3 2 9 2 1 3 5 5 0 2 8 4 2 0 0 0 3 8 6 6 5 0 0 1 3 6 6 split_gain=0.274271 3.40357 5.96172 6.32769 5.4243 3.94293 2.13069 2.01056 1.24809 1.52076 2.63581 1.19562 2.40075 2.26968 3.50983 2.50122 2.27774 1.88288 1.75115 1.68395 2.06834 2.80337 1.73575 1.51738 1.504 1.95008 2.93055 1.43448 5.37199 5.1331 threshold=34.179560925000011 1.1076380610466006 94.31333160400392 214.22879791259768 35815.000000000007 1.1043708920478823 5922.9660644531259 95.410400390625014 44.471200942993171 2.6766099929809575 2.6911567449569707 0.091894999146461501 35815.000000000007 30.368199260000001 0.12861499935388568 4142.8669433593759 0.064226582646369948 0.064226582646369948 0.038845000788569457 332.28517150878912 22.435539010000003 55.569528579711921 50.17073059082032 2.6084799766540532 0.12999981641769412 0.18521668761968615 131.06404876708987 262.00399780273443 54.552045822143562 53.062681198120124 decision_type=8 2 10 10 8 2 10 10 10 10 8 8 10 10 10 10 10 10 10 10 10 8 10 10 8 8 8 10 10 10 left_child=1 5 3 -3 -4 8 7 -7 9 -1 -11 13 19 14 15 -10 18 -16 -17 22 24 -22 -13 -19 -21 26 -26 -24 29 -29 right_child=-2 2 4 -5 -6 6 -8 -9 11 10 -12 12 -14 -15 17 16 -18 23 -20 20 21 -23 27 -25 25 -27 -28 28 -30 -31 leaf_value=-0.069410721632322397 0.00012417421153701144 0.14153047641651759 -0.11570933127573711 -0.093194870953088149 0.047271731048798088 -0.010178284872585187 -0.018973408271145423 0.11390786600386243 0.044292912642709514 0.14940191418703749 -0.12134646335462476 -0.060156080780552568 0.083022894471830935 0.074658306360818369 -0.094498304940364652 -0.049819744254353607 -0.099881912704801235 0.029414748266120422 0.047414660458263452 0.061985063490561668 -0.073301956360619175 0.030422157103534991 -0.0031947611641789499 -0.06897464522434224 -0.095446321233776055 0.003873294605945197 0.030864178798748605 0.029406923961588474 0.089594120511087658 -0.078130834232307933 leaf_weight=5.38012299435968 7397.5715293680587 2.9056784696877029 9.9541063364595139 1.8991234945133326 2.569111045449973 1.66844391915947 2.5242503359913826 6.007305845618248 19.42007786314932 0.92429939657449689 0.58851051610463412 4.9346262915059915 3.137395325677061 5.3517050854861727 4.3189117070287448 3.0159257575869542 2.4929313659667969 3.9666366679593921 4.8000456281006336 2.8591074310243147 12.531788463471454 3.2896855436265477 198.07051710732048 2.5915508419275284 5.6449836958199713 18.414311513836768 2.7228255681693563 13.095587087795144 8.1062615790142427 6.7146318443119517 leaf_count=305 81917 26 133 58 19 34 16 54 152 5 592 55 56 30 43 28 43 31 32 33 206 21 1689 19 43 276 26 119 55 59 internal_value=0 -0.00270275 -0.045942 0.048754 -0.0822741 -0.00051562 0.0607259 0.0869358 -0.00239503 -0.0445035 0.0440759 -0.00150326 -0.00396084 0.013444 0.00537627 0.0231597 -0.0166515 -0.0432288 0.00989511 -0.00494824 -0.0225401 -0.0517351 -0.00148484 -0.00946507 -0.00695684 -0.0143167 -0.0543458 -0.0002037 0.0210182 -0.00704277 internal_weight=0 359.9 17.328 4.8048 12.5232 342.572 10.2 7.67575 332.372 6.89293 1.51281 325.48 279.522 45.9578 40.6061 29.729 10.3089 10.8771 7.81597 276.384 45.4627 15.8215 230.922 6.55819 29.6412 26.7821 8.36781 225.987 27.9165 19.8102 internal_count=86175 4258 236 84 152 4022 104 88 3918 902 597 3016 2638 378 348 255 103 93 60 2582 605 227 1977 50 378 345 69 1922 233 178 is_linear=0 shrinkage=0.1 Tree=826 num_leaves=31 num_cat=0 split_feature=0 0 1 4 1 3 1 8 4 4 0 8 8 9 0 6 7 6 9 5 7 9 1 6 5 9 2 7 7 3 split_gain=0.260508 2.35724 2.14607 4.39522 3.06141 3.32829 2.90139 3.42444 2.65024 3.11038 2.77411 4.20926 2.60027 3.92162 3.42707 3.09407 2.53019 3.7381 3.3367 2.45624 2.85735 2.29167 2.2815 2.37043 2.46723 2.28354 2.27314 2.26286 2.95045 2.20005 threshold=0.25002999603748327 0.23703330010175708 87.080352783203139 0.19007666409015658 87.354000091552749 46.968950271606452 86.518749237060561 59.392466590000005 0.18007667362689975 0.17001000046730044 0.11742848530411722 67.264778700000008 50.568756935000003 1.0760917663574221 0.19511013478040698 58.665687561035163 95.183742523193374 55.312780380249031 1.1459585428237917 2.6000032424926762 99.809799194335952 1.0744642019271853 71.956893920898452 56.91405105590821 2.599985003471375 1.0116130113601687 138.53034973144534 89.889560699462905 93.060775756835952 15.033600330352785 decision_type=8 10 8 10 8 10 10 10 10 10 10 10 10 2 10 8 10 10 2 10 10 2 10 10 10 2 10 8 10 10 left_child=1 2 6 4 5 -4 12 21 9 -6 -10 -12 22 14 -14 -16 18 -18 -9 20 -11 -8 23 -1 -25 -24 -26 -7 -29 -27 right_child=-2 -3 3 -5 8 27 7 16 10 19 11 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 25 24 26 29 -28 28 -30 -31 leaf_value=-0.048876803721188827 -0.00055493408683384294 0.012755537235540189 -0.048348953961789183 0.078404533796975248 0.00087656054292858639 -0.016286808413351676 -0.04597985725644365 -0.17465687179715395 -0.13667408618621221 0.058333979127769491 -0.10444198290378624 0.06297837919206499 -0.10524659749744779 -0.0039269845846610155 0.070381752868038314 -0.12079299670016606 0.087992583708652428 -0.06128501239254739 -0.055239046499018674 0.081541354218898132 -0.077679541534227944 0.072779935900538925 -0.040224774581765765 -0.064768917655627908 -0.020656429106286438 -0.042446001499400504 0.10133781469116231 0.14701251792427647 0.040200263009382974 0.051829166631644698 leaf_weight=8.4175575928222788 4097.2860475778234 153.01462924344469 3.119137558037326 7.3967948273311768 2653.3740856081422 2.6341488463804099 2.6844706349074867 2.956292656715962 2.7701922326377808 3.5562561340630046 2.8355891809769673 3.1924142520874739 7.1336275183248272 713.56023872278092 2.719520839673351 1.229240611195564 2.6186532568535759 4.66741537314374 11.220174569432855 8.579328506079035 2.7303949897177517 4.116440580226481 3.6950046178133098 2.2615775645426748 2.419728506480169 2.7263728380203274 4.1417400958016515 4.6327468546787713 5.8538673532166285 26.885596620850265 leaf_count=87 45085 1918 23 76 29726 28 28 17 19 23 24 20 612 7538 110 14 22 54 121 55 26 35 55 38 25 19 54 45 48 230 internal_value=0 0.000606158 7.56313e-05 0.00142545 0.00121404 0.0445009 -0.00446157 -0.0359329 0.000951444 0.00113212 -0.0538423 -0.0157766 -0.00331412 -0.00484378 -0.0638733 0.0108695 -0.0555269 -0.00763382 -0.0801419 0.046746 -0.000738908 0.0259028 0.0186148 -0.0109144 0.0253033 0.0338999 0.056349 0.0665736 0.0873875 0.0431493 internal_weight=0 3657.14 3504.13 2700.67 2693.28 16.2399 803.454 28.2634 2677.04 2668.24 8.7982 6.028 775.19 724.643 11.0824 3.94876 21.4625 7.28607 14.1765 14.866 6.28665 6.80091 50.5476 17.2406 8.82305 33.307 6.56147 13.1208 10.4866 29.612 internal_count=86175 41090 39172 30113 30037 144 9059 277 29893 29830 63 44 8782 8274 736 124 214 76 138 104 49 63 508 204 117 304 79 121 93 249 is_linear=0 shrinkage=0.1 Tree=827 num_leaves=31 num_cat=0 split_feature=8 3 7 2 0 5 2 3 2 0 7 2 7 6 1 4 2 3 3 6 8 4 6 2 7 4 1 6 6 4 split_gain=0.267285 1.60762 2.62077 2.64074 1.94943 1.74562 1.7355 2.4006 3.81118 2.71507 3.97504 2.88703 3.82487 2.9808 2.65433 3.28194 2.52471 2.31303 2.82103 2.47134 2.86915 2.06984 1.9899 1.97057 3.41222 2.98544 2.12005 1.94476 2.31633 1.94422 threshold=37.490001645000007 44.471200942993171 88.773273468017592 272.85049438476568 0.26271004974842077 2.5920299291610722 5487.8325195312509 652.61721801757824 3217.5720214843755 0.09000007808208467 98.391803741455092 4589.5473632812509 93.969257354736342 50.769674301147468 91.564998626708999 0.071003500372171416 2412.693969726563 111.00000000000001 417.16500854492193 50.41822814941407 25.090244000000002 0.033525999635457999 53.122838973999031 20875.949218750004 86.600742340087905 0.077362999320030226 98.433982849121108 54.174953460693366 55.355739593505866 0.030594499781727794 decision_type=8 10 8 8 10 10 10 10 8 8 10 8 10 10 10 8 10 10 8 10 10 8 10 10 10 10 10 8 10 10 left_child=1 2 -1 4 -4 -6 7 9 -9 10 14 16 13 -13 -3 -16 21 -18 19 -19 29 -11 -17 24 26 -25 -8 -24 -29 -21 right_child=-2 6 3 -5 5 -7 23 8 -10 11 -12 12 -14 -15 15 22 17 18 -20 20 -22 -23 27 25 -26 -27 -28 28 -30 -31 leaf_value=0.29648794307813814 0.00013025278867349316 0.12029412110016864 -0.060538210737026137 -0.14309830151189615 -0.10778580280855526 0.083805158735235974 0.10085809432525497 -0.12240277171854737 0.01209264307396673 0.074681009134353479 -0.029881000430565109 0.1062068804767882 0.18980524970012838 -0.058888111503828611 0.079891258942658458 -0.039949532358167804 -0.11719180809659779 -0.10618790156448998 -0.092380112804778203 -0.075389357472191179 -0.043647520234914056 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-0.0515183 0.00245843 0.0267918 -0.000949769 0.0665574 0.0164891 0.0442306 0.0328846 -0.00243905 -0.0292019 -0.0208086 -0.0070233 0.00337165 0.00091857 0.00679803 -0.0187509 -0.0328152 0.00889008 0.0545454 0.0315287 0.00311558 0.031492 internal_weight=0 396.667 10.1432 9.91929 7.6086 2.87988 386.524 335.834 8.45234 327.382 40.2206 287.161 6.19833 4.40772 30.7565 26.7642 280.963 31.3198 28.5924 23.9747 21.7 249.643 17.2122 50.6897 33.5955 17.0942 3.94589 11.257 7.67191 13.5789 internal_count=86175 4585 939 933 615 585 3646 2944 109 2835 304 2531 67 55 229 208 2464 355 329 250 225 2109 131 702 509 193 91 83 57 126 is_linear=0 shrinkage=0.1 Tree=828 num_leaves=31 num_cat=0 split_feature=6 9 9 3 8 1 8 5 6 8 3 3 1 2 8 9 5 7 0 5 4 5 1 3 2 5 7 9 9 6 split_gain=0.262298 1.0954 3.96073 2.18664 2.079 3.24865 2.98446 2.619 2.47248 2.00299 2.81132 1.98865 2.07861 1.82004 2.38233 1.75438 1.63995 3.27646 3.16507 2.88503 2.5829 3.05877 2.7699 3.22362 2.5638 3.40058 2.84082 2.53003 2.02352 2.56612 threshold=59.754011154174812 1.2526250481605532 1.2577676177024844 417.16500854492193 75.01961497500001 97.810398101806655 74.941262460000019 2.6600034236907963 68.044853210449233 75.253016200000005 362.83680725097662 10.395199775695803 83.230804443359389 173.82878112792972 85.728648085000017 1.1477001309394839 2.4904099702835087 106.59830856323244 0.31935000419616705 2.4400500059127812 0.22822549939155581 2.5850065946578984 92.16300201416017 145.18714904785159 165.91275024414065 2.4400500059127812 104.48049926757814 1.5335874557495119 1.3875452280044558 62.784885406494148 decision_type=10 2 2 10 8 10 8 8 10 10 8 10 10 10 10 2 10 8 10 10 8 10 10 8 8 8 10 2 2 8 left_child=-1 9 3 -3 6 7 16 8 11 -2 13 12 -6 14 -11 -16 17 18 24 -19 21 28 23 -23 -4 -26 -27 -24 -18 -30 right_child=1 2 4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 20 19 -20 -21 -22 22 27 -25 25 26 -28 -29 29 -31 leaf_value=0.00013416951151250185 -0.00070267406159228555 -0.13540792498608076 0.088845984514942813 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5.8196252716497847 17.016161414353522 3.0115244504995653 2.2734905872493973 3.6350941527634868 2.542681498453021 2.936665099916353 32.82956555171404 5.3633681237697592 leaf_count=81137 2672 32 20 14 45 289 46 31 19 55 49 260 27 89 9 108 166 41 81 32 43 103 348 28 25 36 15 45 271 39 internal_value=0 -0.00241506 -0.00894105 -0.0865675 -0.00576287 -0.0260389 0.000885428 -0.0516247 -0.0627025 0.00151437 0.0353989 -0.0717907 -0.00173453 0.0149337 0.0606034 -0.0276844 -0.00311091 0.0191657 -0.00628478 0.0698952 -0.00984332 -0.00592368 0.020157 0.0667854 0.0204351 -0.0101949 0.0282861 -0.000480752 -0.0205882 -0.0089892 internal_weight=0 427.168 160.541 6.31436 154.227 38.0825 116.144 21.5472 19.5712 266.627 16.3739 18.3702 3.31973 13.163 5.24747 1.93141 109.348 25.3775 16.8993 8.47821 83.9707 79.9761 28.784 8.83115 12.2352 8.45127 6.17778 19.9528 51.1921 38.1929 internal_count=86175 5038 2056 46 2010 671 1339 382 351 2982 310 332 72 261 172 117 1293 250 177 73 1043 1000 524 131 96 76 51 393 476 310 is_linear=0 shrinkage=0.1 Tree=829 num_leaves=31 num_cat=0 split_feature=4 0 6 8 1 5 8 9 1 8 9 1 0 0 3 7 7 9 8 9 1 0 8 9 8 8 9 3 9 7 split_gain=0.256428 2.1154 3.25039 2.24386 5.0534 4.80322 4.06431 4.30246 7.34364 4.19297 4.64132 5.8499 5.25105 4.0367 4.02137 3.93366 4.01728 3.84576 3.66543 6.85679 7.35355 5.23922 4.61447 7.91266 3.60207 3.43657 5.8326 5.51382 4.93824 4.77349 threshold=0.054487999528646476 0.370049998164177 58.975288391113288 65.094124090000022 81.700363159179702 2.5273933410644536 72.121931125000017 1.2593680024147036 126.21020126342775 69.73619044500002 1.1844688057899477 146.69315338134768 0.17277343571186068 0.31274999678134924 210.29000091552737 89.466571807861342 101.54062652587892 1.2944614887237551 73.430923220000025 1.2712075710296633 80.410102844238295 0.049484999850392349 72.910438015000011 1.406809985637665 71.893560340000008 60.333021200000012 1.1293502449989321 977.28500366210949 1.0895128250122073 93.380386352539077 decision_type=8 10 8 10 10 10 10 2 10 10 2 8 10 10 10 8 10 2 10 2 10 10 10 2 10 10 2 10 2 8 left_child=1 3 -3 4 -1 -5 7 9 -9 10 11 12 15 -12 -15 -7 -17 25 19 20 -8 -21 23 -23 -11 29 27 28 -27 -6 right_child=-2 2 -4 5 17 6 18 8 -10 24 13 -13 -14 14 -16 16 -18 -19 -20 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.074648140169291166 0.00027557074431468009 0.007971445255427102 0.1124724255314032 -0.11786615425784125 0.006142132234678954 0.032177779210841549 0.09711061005310978 -0.073626250043960034 0.19425999188240473 0.090982777414982396 0.064045243758249312 -0.16114361855123971 0.023361128979420984 0.055351372204057628 -0.066133517044950338 -0.1084078512529326 0.079455231185579678 0.090379606005105181 0.00039341228993037652 0.050987325281992159 -0.086322613232184806 -0.027750662571057502 -0.087286335697735404 0.1108929605665106 -0.066232294862573607 -0.027478985669746936 -0.041740718637432589 -0.081562581558127512 0.10949264034572344 -0.01800764000093576 leaf_weight=11.209932091304266 6247.5737805978861 146.86504529692183 3.0379891839884285 3.4235907544534703 207.80998705266393 4.2505157006889904 2.4366778758048921 9.1357979774081723 1.1524002602745884 13.137477501513782 26.813343863002956 2.2270593001740044 38.591063325344294 5.2185898032039386 5.7018671249970794 8.4439681795702182 1.3156324150040752 4.0482629635602043 724.74601487212749 13.575423322152345 21.197047882764309 22.332799484021965 8.3067657412029785 5.0466640777885905 1.6391840483993299 4.0537473849253711 57.770046099816682 3.5153212185832663 7.5057236570864916 135.03256344399415 leaf_count=313 61801 2631 75 430 2069 47 38 823 135 186 309 27 426 99 51 191 9 1243 12011 103 310 275 149 35 14 47 953 86 110 1179 internal_value=0 -0.00118062 0.0100893 -0.00243236 -0.00838573 0.000360287 0.000802517 0.0181553 -0.0436198 0.0240763 0.0161795 -0.00239716 0.00432394 0.0431719 -0.00807919 -0.0481143 -0.0830832 -0.00661606 -0.00175647 -0.0231312 -0.0674103 -0.00188794 -0.0220023 -0.00219546 0.0735428 -0.00756067 -0.0272861 0.0281072 0.0614586 -0.00336954 internal_weight=0 1499.54 149.903 1349.64 430.946 918.692 915.268 117.627 10.2882 107.339 92.562 54.8282 52.6012 37.7338 10.9205 14.0101 9.7596 419.736 797.641 72.8954 23.6337 49.2617 35.6862 27.3795 14.7767 415.687 72.8448 15.0748 11.5595 342.843 internal_count=86175 24374 2706 21668 6000 15668 15238 2317 958 1359 1159 700 673 459 150 247 200 5687 12921 910 348 562 459 310 200 4444 1196 243 157 3248 is_linear=0 shrinkage=0.1 Tree=830 num_leaves=31 num_cat=0 split_feature=0 0 5 0 2 5 2 6 6 0 6 2 9 9 2 6 5 8 4 1 3 2 3 9 5 5 7 1 1 4 split_gain=0.264304 1.92993 1.94386 2.04154 2.07517 2.0075 3.42314 3.95007 3.76622 3.25287 2.99588 6.11135 2.69842 3.9265 3.18681 3.02297 3.31816 2.92753 5.72852 2.97442 2.86868 2.64686 3.22548 3.0402 2.22403 2.00662 1.89219 1.86253 1.80435 3.69127 threshold=0.25002999603748327 0.23703330010175708 2.7374449968338017 0.2443000674247742 515.77999877929699 2.7017099857330327 498.66499328613287 52.225957870483406 51.485130310058601 0.24652499705553058 57.884914398193366 242.98909759521487 1.096052408218384 1.112635135650635 1095.6741333007815 55.43550109863282 2.6173266172409062 68.46405746500001 0.090002503246068968 87.642147064208999 131.70989990234378 352.41999816894537 222.09999847412112 1.1426048278808596 2.6099965572357182 2.5890133380889897 99.606616973876967 71.550888061523452 87.080352783203139 0.19007666409015658 decision_type=8 10 10 10 10 8 10 10 10 10 10 8 2 2 10 8 10 10 8 8 10 10 8 2 10 10 8 10 8 10 left_child=1 28 5 4 -4 6 7 9 -8 -3 -9 26 15 -14 -15 16 25 -16 19 -19 -18 27 -23 -24 -17 -10 -12 -7 -1 -30 right_child=-2 2 3 -5 -6 21 8 10 12 -11 11 -13 13 14 17 24 20 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0040358484602898989 -0.0005580567136246428 -0.11476177942544537 -0.083405305071850733 -0.087301185674197812 0.060613719691655091 -0.14788011129927789 0.04978922394182618 0.052586638544433406 -0.011093783559297283 0.040233446616835755 0.026016352149663958 0.092688651773598738 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31 103 93 7 131 378 36 37 47 42 25 114 49 31 13 29 19 135 48 94 37 113 31 17 124 89 30037 76 internal_value=0 0.000612581 0.0116274 -0.0351032 0.0114009 0.0143565 0.00997195 0.0260614 -0.00683915 -0.0536618 0.0337234 0.00680301 -0.0175851 -0.0340557 -0.0230386 0.0139095 -0.0186794 0.000616311 0.0248025 -0.00736599 -0.0685023 0.0461496 0.0699709 0.0104334 0.0658394 0.0420024 -0.0224711 -0.0175126 0.000132235 0.00137079 internal_weight=0 3647.6 152.421 8.4103 4.44773 144.011 126.557 64.6665 61.8906 5.66998 58.9965 24.3071 52.0193 34.1566 30.8946 17.8627 10.9751 20.0294 14.3044 11.3672 6.02681 17.4535 12.701 5.30135 6.88752 4.94833 18.1281 4.75251 3495.18 2694.5 internal_count=86175 41090 1918 227 124 1691 1351 673 678 82 591 213 547 371 346 176 114 232 183 164 61 340 244 150 62 53 171 96 39172 30113 is_linear=0 shrinkage=0.1 Tree=831 num_leaves=31 num_cat=0 split_feature=1 8 8 0 8 0 7 6 4 3 7 7 3 7 8 6 5 9 0 1 8 6 4 7 7 3 9 9 2 2 split_gain=0.276453 2.00187 8.33873 5.24868 4.48918 6.08101 4.91116 4.86522 3.8115 3.41824 4.11174 3.29205 3.1403 3.07151 3.59914 3.78013 3.38998 6.36595 3.29529 3.77644 3.75234 2.93452 2.92608 3.20126 3.27498 3.86936 7.61933 4.56174 3.7146 2.82629 threshold=113.19015121459962 46.426018395000007 42.537642925000007 0.58004999160766613 48.641006055000013 0.16000659018754962 100.14232635498048 59.400131225585945 0.12996499985456469 272.27499389648443 100.61675262451173 94.363582611083999 1000.0069885253907 93.857128143310561 3.8536719175000003 52.050189971923835 2.6462316513061528 1.087821424007416 0.20000014454126361 224.385368347168 22.435539010000003 57.435873031616218 0.087293002754449858 97.13147354125978 94.087879180908217 9.9818997383117694 1.0198619961738589 1.018160939216614 490.38099670410162 287.56500244140631 decision_type=8 8 10 10 8 8 10 10 10 10 10 8 10 8 10 10 10 2 10 8 10 10 10 10 8 8 2 2 10 8 left_child=-1 2 12 8 5 6 22 -7 9 10 11 -4 13 18 -15 -16 -17 -18 19 20 -2 -13 23 24 25 26 27 28 -3 -26 right_child=1 4 3 -5 -6 7 -8 -9 -10 -11 -12 21 -14 14 15 16 17 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=0.00038464662908839351 0.0050679140899242432 0.030357648128410925 -0.14296259811310971 0.03262957959656751 -0.00086783235221425746 0.086612420219844374 0.077920744053822627 0.0037985030863426669 0.03291332698551163 -0.022714751741574418 -0.1940421242423897 -0.032049307444727254 0.074146094958030914 -0.073401857804978557 -0.062851537602424831 0.0069140466269738523 0.0026447254678268993 0.14454736085716877 0.0034608986065344004 0.083790482071126063 -0.070876993759412685 -0.13645585251795872 -0.088672060340234352 -0.057500984655178791 0.12141046067937632 0.04395944800708633 -0.1507322373537108 0.1281018650405526 -0.10543282751302943 0.022034550563376224 leaf_weight=5426.399055304284 8.9328850582262174 4.4694352617950717 5.4851862844079795 6.9066331677604458 1961.4537680504236 20.296560262699703 7.5890355892479411 10.905910597532054 3.8252865374088278 10.020506062544881 3.3995233550667754 13.089158173650505 5.4350454914383581 5.5928642802686843 7.0665308743534174 119.31130449915145 7.7510756235569698 5.3390495590865612 29.98638492669852 2.2456903457641593 23.945437353570014 3.3890681210905305 4.1626323498785487 8.2750836312770826 3.8371307190027411 7.8941409341059616 4.5388693213462821 2.3204477522522202 3.6676733968779445 11.260324908420444 leaf_count=56814 99 48 40 69 26079 219 56 125 28 79 44 100 54 130 127 1003 69 43 339 15 227 26 44 48 33 65 21 20 22 89 internal_value=0 -0.000921106 -0.00915709 -0.0477527 0.000130031 0.0220682 0.00292172 0.0576672 -0.0619121 -0.0721636 -0.0917001 -0.0758595 -0.000901991 -0.00284274 0.00525642 0.00841072 0.0122141 0.0605223 -0.020887 -0.0416735 -0.0502431 -0.0535225 -0.00836558 -0.00113981 0.0111376 -0.0127078 -0.0425376 0.00442188 -0.0308478 0.0472917 internal_weight=0 2312.39 261.722 46.1154 2050.67 89.2172 58.0148 31.2025 39.2087 35.3834 25.3629 21.9634 215.606 210.171 145.061 139.468 132.401 13.0901 65.1104 35.124 32.8783 16.4782 50.4257 46.2631 37.988 22.8906 14.9964 10.4576 8.13711 15.0975 internal_count=86175 29361 2492 386 26869 790 446 344 317 289 210 166 2106 2052 1372 1242 1115 112 680 341 326 126 390 346 298 176 111 90 70 122 is_linear=0 shrinkage=0.1 Tree=832 num_leaves=31 num_cat=0 split_feature=9 1 7 5 2 8 1 4 5 8 2 6 1 2 0 5 6 1 1 6 3 1 3 8 2 3 4 7 8 3 split_gain=0.293108 0.915514 0.880536 1.26839 1.16256 1.07418 2.17115 1.7545 1.15171 0.865681 2.63872 3.23703 1.46787 1.38569 1.88104 1.44415 1.4331 1.29157 1.16436 1.15783 1.13931 1.11861 2.0887 1.08581 2.06184 0.859978 1.90073 0.965327 0.81976 1.93078 threshold=1.0083022713661196 40.679105758666999 94.363582611083999 2.5400049686431889 1647.2347412109377 22.435539010000003 129.5018005371094 0.056858500465750701 2.618836641311646 40.878328720000006 119.61317062377931 58.295309066772468 71.550888061523452 94.713497161865249 0.44000002741813665 2.5197299718856816 59.514837265014656 100.96319961547853 49.80999946594239 56.153474807739265 0.96234998106956493 74.817810058593764 4.6003799438476571 40.321323380000003 43.501779556274421 3.7308750152587895 0.070594999939203276 100.7435646057129 41.920930845000008 2.2710633277893071 decision_type=2 8 8 8 8 10 10 8 10 8 10 10 10 10 8 10 8 10 10 8 8 10 10 10 10 10 10 10 10 8 left_child=1 -1 3 -3 9 6 -5 -7 -9 13 18 12 -12 14 -4 -15 -16 -17 -11 -20 -18 23 -23 -22 -25 26 -14 -27 29 -21 right_child=-2 2 4 5 -6 7 -8 8 -10 10 11 -13 25 15 16 17 20 -19 19 28 21 22 -24 24 -26 27 -28 -29 -30 -31 leaf_value=0.080794648265180638 6.063512822921619e-05 -0.087451906263841403 -0.100682992628863 -0.1175963716215116 -0.068665989914667977 -0.015820038857729195 0.043107757038962725 0.015315463102533504 0.10208941120279205 -0.064006582525813302 0.033728309411056694 0.038382981993085263 0.13384556368718867 0.10070264557709217 0.12717904627239041 -0.03314713847350706 0.10775750533451525 0.055638109673202499 -0.070670653909289408 -0.089940487868372707 -0.058025886034870189 -0.13295706861621046 0.054685933372786502 0.10589459417062846 -0.035260451256534778 -0.10537943201714149 -0.12537283840643745 -0.020204034692988468 0.030698272958721785 0.013266283416954683 leaf_weight=1.2035813042599119 7649.3779363521044 1.1153571207082791 2.0863603555501999 1.4572615798524577 3.4110931279875265 3.6663551346864556 1.9869664744473992 2.4072374808602008 4.1951485197350848 2.4997163681039209 1.1806152249009745 3.3294288022443643 0.54508748759144399 2.574955524876712 0.85797005716176222 3.1991670206189156 0.78265345582803902 3.3585749138146639 1.7738022925041139 2.2199562957903298 1.8398331618172958 1.8164898990653457 0.88088481895192661 2.0402642812724707 2.0998478308320045 8.7628475613892061 0.58802665770053864 1.5688115060329426 12.707857321930645 9.8799718148075044 leaf_count=253 84475 36 66 35 148 42 19 22 39 20 20 29 38 35 21 27 74 33 25 76 33 44 41 26 17 149 5 27 218 82 internal_value=0 -0.00580888 -0.00703759 0.0150989 -0.0117265 0.0234399 -0.0248866 0.0396491 0.0704515 -0.00880994 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threshold=0.41564999520778662 0.42603336274623876 945.13940429687511 103.9820899963379 53.402170181274421 93.680648803710952 52.938869476318366 68.163682825000009 438.30630493164068 6.710400104522706 2.7017099857330327 54.441499710083015 0.067473500967025771 61.094999313354499 105.6864471435547 95.410400390625014 26.836180686950687 474.27500915527349 0.078011002391576781 109.97735595703126 43.356953145000013 267.69500732421881 0.10405899956822397 60.751745223999031 0.45685000717639929 73.869909720000024 41.376632000000008 1.214552164077759 93.510261535644545 2.4600499868392949 decision_type=10 8 10 8 10 8 8 10 10 10 8 10 8 8 10 10 10 10 8 8 10 10 10 10 8 10 8 2 8 10 left_child=-1 2 3 -2 -4 8 7 -7 -3 -9 11 -11 -12 -8 15 17 -17 19 -19 -15 -21 23 25 24 -18 -23 -16 28 29 -28 right_child=1 5 4 -5 -6 6 13 9 -10 10 12 -13 -14 14 26 16 21 18 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00015446104342591786 0.016752598914087573 0.0053182728654314858 -0.02971946240112415 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23.536786413453228 5.710478409953792 7.005236198019702 5.8797229835909084 16.83890061888815 2.1266389873344451 17.410820032948322 80.352687728373922 10.23759886503103 30.007299211865757 leaf_count=77210 151 2124 117 69 45 424 1157 99 181 103 30 63 47 508 129 60 33 55 314 84 520 79 109 71 211 55 245 1469 134 279 internal_value=0 -0.00211156 -0.0251964 -0.00385057 -0.0577983 -0.00050678 -0.00507329 -0.0303977 0.00875606 -0.0567703 -0.0796456 -0.102646 0.0112028 -0.00208737 -0.00452184 -0.0142961 -0.0340296 -0.00467826 -0.0342622 0.00519896 -0.0215257 -0.0406075 -0.00861203 -0.0588228 -0.0789281 0.0423302 0.00427887 0.000989346 -0.0152749 -0.00143147 internal_weight=0 542.686 35.2735 21.3166 13.9569 507.412 339.862 35.8456 167.55 19.5626 13.3754 10.6732 2.7022 304.017 281.096 133.181 43.6409 89.5405 22.4122 67.1283 25.927 40.9133 14.8424 26.0709 20.1912 7.83712 147.914 138.008 57.6557 47.4181 internal_count=86175 8965 382 220 162 8583 6278 766 2305 342 243 166 77 5512 4355 2099 618 1481 369 1112 604 558 243 315 244 134 2256 2127 658 524 is_linear=0 shrinkage=0.1 Tree=834 num_leaves=31 num_cat=0 split_feature=5 7 8 8 3 9 1 4 6 3 6 1 2 0 8 6 9 5 7 3 1 9 6 2 6 7 0 6 7 4 split_gain=0.271426 1.48682 2.56387 2.21428 2.051 3.26268 3.09266 2.60964 2.40952 3.55712 2.97081 2.5867 3.43898 3.15919 3.01483 3.95357 2.66104 2.23525 1.7258 1.63505 1.57454 1.41041 1.39633 2.38294 1.88698 2.4203 2.3531 3.24317 2.87967 2.03811 threshold=2.4702500104904179 91.41662979125978 49.585035525000009 41.920930845000008 501.28579711914068 1.0596722364425661 166.61599731445315 0.072585500776767745 63.795240402221687 23.585000038146976 59.624731063842781 124.22424697875978 94.713497161865249 0.53004997968673717 60.968498590000003 56.973905563354499 1.2259938120841982 2.4400500059127812 92.040664672851577 13.8474497795105 173.65999603271487 1.2833399772644045 53.432479858398445 150.269401550293 53.122838973999031 97.206172943115249 1.0005999803543093 52.255464553833015 95.183742523193374 0.11567999795079233 decision_type=8 10 10 10 8 2 10 10 10 10 8 8 10 10 10 8 2 8 10 10 10 2 8 10 8 10 10 8 10 8 left_child=1 2 3 -1 5 -4 8 20 10 17 11 12 -7 -13 15 -14 -15 21 -3 -12 -8 -10 23 -20 26 -26 27 29 -29 -25 right_child=-2 18 4 -5 -6 6 7 -9 9 -11 19 13 14 16 -16 -17 -18 -19 22 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.069714646418503598 0.00010842316645992782 -0.11953851835937016 -0.093384685561091321 0.099698632110398103 0.1103304404681901 0.054968535592154623 0.04130990866438123 -0.11104078166209444 -0.11216554958159136 -0.14221099077561822 0.019794226076656086 0.1055523067367965 0.081849176511119115 0.11587705030915703 -0.08014219020445662 -0.056642218746195919 -0.1055493323338908 0.13651280061429238 0.1276163882388148 0.10571166520899195 -0.048541132275912259 0.036417260695803963 -0.0092071362893391493 -0.086994954514688042 0.11059394043384092 -0.035549052402155654 0.09117984093399624 0.067575982358214645 -0.06005468499257393 -0.31136187379719105 leaf_weight=0.91504423218694242 7459.8541863432174 1.3624387737345376 3.4764330033212891 4.9182102111117274 1.7545066563980061 6.4660434794614963 3.5628669969737512 3.5611201580613852 1.1965912655869031 2.1952952930587344 3.4307394140763545 5.1980932517326428 3.9145849607884857 0.81163732148706946 7.0332042199624984 4.3540114518255004 1.6382077121743348 1.1191662766505031 1.8453352241558629 6.2503909517745342 4.3091933043324389 1.3706756853498516 184.58950024004741 1.8227842425712886 3.2110290355267344 1.7512579523572638 1.7584838566699534 3.2812771444478139 3.8326489712344483 0.52046600216999683 leaf_count=336 81905 32 25 65 70 174 24 25 46 26 172 32 31 10 218 34 61 12 25 69 39 28 2393 69 39 37 36 48 83 11 internal_value=0 -0.00311073 0.00975688 0.0731233 0.00376052 0.000638409 0.00643267 -0.0400082 0.0182375 -0.0414359 0.0272148 0.0114009 -0.00617621 0.0614295 -0.032014 0.00892348 -0.0321904 0.0185763 -0.00736739 0.0752648 -0.00787486 -0.0328365 -0.00661312 0.0199541 0.00767364 0.0590181 -0.0150433 -0.0347947 -0.00118542 -0.13683 internal_weight=0 271.451 67.476 5.83325 61.6428 59.8883 56.4118 11.4332 44.9786 5.88173 39.0969 29.4158 21.7678 7.64794 15.3018 8.2686 2.44985 3.68643 203.975 9.68113 7.87206 2.56727 202.613 18.0233 16.1779 4.96229 11.2157 9.45718 7.11393 2.34325 internal_count=86175 4270 1497 401 1096 1026 1001 88 913 112 801 560 457 103 283 65 71 86 2773 241 63 74 2741 348 323 76 247 211 131 80 is_linear=0 shrinkage=0.1 Tree=835 num_leaves=31 num_cat=0 split_feature=0 7 7 3 8 8 1 4 2 0 5 2 6 7 4 7 5 8 0 8 9 9 2 9 1 1 7 1 7 1 split_gain=0.271695 1.14168 0.67523 0.625597 0.637753 0.742715 0.6884 0.555142 0.677061 0.507066 0.766374 0.548719 0.743878 0.392427 0.685637 0.273408 0.421813 0.268926 2.61244 2.38481 4.32443 4.58677 4.68399 3.9109 9.34531 6.23635 6.04886 7.4238 4.60604 5.83275 threshold=1.3024500012397768 108.04341888427736 107.47714233398439 52.958499908447273 72.513157530000015 87.489998390000011 117.84069824218751 0.079994998872280135 21.717584609985355 1.5820000171661379 2.4305000305175786 115.81000137329103 55.01366043090821 99.113479614257827 0.13000332564115527 93.739456176757827 2.5699650049209599 84.096144080000016 0.13002999871969226 85.100540475000017 1.3241015672683718 1.3268429040908816 2077.4470214843755 1.1677789688110354 110.03092193603517 113.76994705200197 95.183742523193374 88.755001068115249 90.124980926513686 97.201396942138686 decision_type=10 10 10 10 8 10 8 10 10 10 8 10 10 10 8 10 10 10 8 10 2 2 10 2 10 10 10 10 8 10 left_child=17 2 3 4 9 6 7 -6 -9 11 -11 12 -2 14 -10 16 -7 -1 -19 20 23 -22 -23 24 -20 26 28 -28 -25 -30 right_child=1 -3 -4 -5 5 15 -8 8 13 10 -12 -13 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 25 -26 -27 27 -29 29 -31 leaf_value=-0.00017699371125098215 0.096949735828008171 -0.10097612047399328 0.11861335665292159 0.075165502657375705 0.11374631689942341 0.051243205597009435 -0.064718056896896234 0.11284992269134608 -0.11179812137106078 -0.10954115143075367 0.045766334718968543 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45.515642121434212 leaf_count=70385 16 85 10 66 19 39 33 21 35 187 58 54 37 25 12 9 12 4793 209 9051 49 34 47 82 34 247 76 14 210 226 internal_value=0 -0.0152902 -0.00381436 -0.00920089 -0.0167616 0.00372772 0.0214846 0.0390038 0.0193982 -0.0513425 -0.00619019 -0.0848764 -0.0170593 -0.00474257 -0.0410724 -0.070275 -0.0224522 1.86229e-05 0.00180004 0.0049843 0.0143009 -0.0339053 0.00429048 0.0190889 -0.014398 0.0259416 0.0403221 -0.028471 0.0494529 0.0588067 internal_weight=0 11.6104 10.2391 9.80761 9.00097 5.65209 4.55833 3.7884 3.00117 3.34888 1.4272 1.92168 0.736083 2.38505 1.32343 1.09376 0.571179 7717.23 763.579 589.016 187.357 16.9277 11.0033 170.429 28.9514 141.478 96.2991 11.2839 85.0152 73.195 internal_count=86175 718 633 623 557 205 145 112 93 352 245 107 53 72 47 60 51 85457 15072 10279 1228 130 81 1098 243 855 608 90 518 436 is_linear=0 shrinkage=0.1 Tree=836 num_leaves=31 num_cat=0 split_feature=8 8 6 6 8 5 9 9 1 7 7 7 5 8 3 2 6 6 1 7 7 8 7 7 9 1 8 8 3 2 split_gain=0.267673 2.09109 4.499 1.15282 2.37954 2.55825 2.51064 1.88685 3.12186 5.27883 2.41182 3.20443 2.30273 2.92464 2.17077 2.1103 2.10542 2.40912 1.85144 2.59117 4.37332 2.75272 1.80075 1.75916 2.02858 5.22137 3.13457 5.13697 3.77999 2.60195 threshold=88.018790025000015 87.952414245000014 50.41822814941407 51.14306831359864 88.080442725000012 2.5890133380889897 1.1342637538909914 1.521198630332947 112.62240219116212 87.882106781005874 86.454730987548842 85.059902191162124 2.6593050956726079 88.226823920000015 386.97500610351568 272.85049438476568 50.577184677124031 50.105657577514656 109.72610092163087 87.801750183105483 89.466571807861342 88.435926750000007 86.751735687255874 85.822437286376967 1.5271995663642886 131.91500091552737 88.27951542000001 88.297967175000011 126.61664962768556 2183.329956054688 decision_type=10 10 10 8 10 10 2 2 10 10 10 10 10 10 10 10 10 10 10 8 8 10 10 8 2 8 10 10 10 10 left_child=1 -1 -3 4 -2 6 -6 12 9 22 11 -10 13 15 -13 -7 17 -15 19 -5 21 -21 -9 -20 -25 26 28 -28 29 -26 right_child=3 2 -4 18 5 7 -8 8 10 -11 -12 14 -14 16 -16 -17 -18 -19 23 20 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-2.3089995705759744e-05 0.088207604051436059 0.0071507914887774283 -0.11518832372161414 0.077790613613206022 -0.024499439635298603 -0.014331816277245233 0.11469385559260237 -0.11254500110819335 -0.085108004065673523 0.11525877618673773 -0.07438571006346216 0.097513576018254208 0.044562987891413802 -0.04086280008355106 -0.05485906769128851 0.11995924318284089 -0.1037261491775911 0.073870245126102574 -0.078434685158583706 -0.162566824989584 -0.01399309126296548 0.011267793765275093 0.0089264121156650937 0.0426839590457899 0.077298447168278384 -0.11390923876521082 0.077126163775847731 -0.010114069133078994 -0.066562302434725107 -0.03829423050571585 leaf_weight=7547.8941135682917 4.0382376800371267 7.6741066474933159 4.9416198432409146 2.333119756169256 1.8842462422326196 2.1335825659334686 4.1495226927218027 1.9649385927768905 2.6744189154123914 4.0501038660004269 9.9237858147680509 3.1995757259719539 16.973573915174711 6.5696013080887479 1.3209957580402258 2.5914963526010979 3.1519170328974715 2.5368272210471332 2.3572368067107154 3.6012344486662213 23.393468328440576 1.219384984418866 3.220877515792381 14.272714968115904 4.4817105097463381 3.7282782168622353 12.637941000051796 14.486099774406284 9.4546843273565155 3.4435813695235993 leaf_count=81405 93 64 254 36 25 13 85 42 33 38 174 56 352 74 41 44 41 33 28 71 1730 33 34 531 51 115 72 390 180 37 internal_value=0 -9.10814e-05 -0.0407698 0.00397082 0.0136794 0.00914315 0.0712261 0.00293218 -0.017145 0.0297119 -0.0424253 0.00165657 0.0185145 -0.0075189 0.0529874 0.0593209 -0.0332828 -0.00890099 -0.00319125 -0.02349 -0.0318652 -0.118595 -0.0370999 0.00636855 0.00956671 -0.000233214 0.00928988 0.0305339 -0.0238646 0.0270728 internal_weight=0 7560.51 12.6157 165.793 70.3837 66.3455 6.03377 60.3117 26.3547 9.23592 17.1188 7.19499 33.957 16.9834 4.52057 4.72508 12.2583 9.10643 95.4095 30.5472 28.2141 4.82062 5.18582 64.8622 62.505 48.2323 44.504 27.124 17.38 7.92529 internal_count=86175 81723 318 4452 1178 1085 110 975 418 114 304 130 557 205 97 57 148 107 3274 1870 1834 104 76 1404 1376 845 730 462 268 88 is_linear=0 shrinkage=0.1 Tree=837 num_leaves=31 num_cat=0 split_feature=6 8 8 8 2 9 2 7 9 9 5 9 9 4 3 1 8 2 0 0 7 2 4 1 1 7 9 1 9 1 split_gain=0.258737 1.11482 6.42161 3.41437 5.03059 3.85244 3.8314 3.7436 2.53511 5.47246 3.84397 3.43644 4.52384 3.2661 2.87532 2.67875 2.0623 6.8038 3.24466 2.91885 2.7114 3.30539 3.95748 2.98917 4.06408 2.47282 2.22779 2.08199 2.04531 5.04737 threshold=51.514183044433601 69.08872266500002 69.293986920000023 68.163682825000009 28346.709960937504 1.2851773500442507 646.41448974609386 87.639511108398452 1.2476399540901186 1.2358905673027041 2.618836641311646 1.2526250481605532 1.2797898054122927 0.077362999320030226 15.033600330352785 81.06995010375978 65.504867765000014 1095.6741333007815 0.11503000184893609 0.36394999921321874 85.059902191162124 9242.6884765625018 0.042805001139640815 139.81220245361331 159.09695434570315 88.50388336181642 1.0711222887039187 79.415000915527358 1.1694471240043642 85.632835388183608 decision_type=8 10 10 10 10 2 10 8 2 2 8 2 2 8 10 10 10 10 8 8 10 10 8 10 8 10 2 8 2 10 left_child=1 3 -3 5 6 8 -5 -8 9 16 -10 15 13 -13 -14 -12 20 25 -19 27 21 26 -23 28 -25 -18 -1 -20 -22 -30 right_child=-2 2 -4 4 -6 -7 7 -9 10 -11 11 12 14 -15 -16 -17 17 18 19 -21 23 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.0044446894664567872 0.00018128892020301168 0.12350946779960092 0.00060027401084185121 0.070186959794704712 0.091898866778193117 -0.042178886538712976 0.033128112440434336 -0.096257853890386977 0.14752405794703197 -0.10444022623319751 0.014411610655162952 -0.095230334481176321 -0.01043141804568091 0.04646370868317562 0.10451676081388028 0.1545911753695634 -0.024701066139776989 -0.10725336597055973 -0.075675200284697791 -0.099406138485181927 0.0019223736138582752 -0.090900649001447426 0.082876786024734334 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0.0171049 -0.00499404 -0.0576205 0.0454087 0.0861838 -0.00109664 0.0276182 -0.0109312 0.0111189 -0.00370771 0.0330529 -0.0299258 -0.00663309 -0.0416662 0.104601 0.0612922 0.0323632 -0.00297968 -0.0227079 internal_weight=0 717.398 366.763 350.635 21.6635 328.971 19.2532 17.2672 305.304 280.281 25.023 22.5109 17.0549 8.3434 8.71149 5.45599 275.06 22.9267 15.2768 12.4311 252.133 18.5855 5.75372 233.547 22.0553 7.64992 12.8318 10.4269 211.492 42.0923 internal_count=86175 11735 5949 5786 205 5581 190 156 3695 3172 523 491 438 311 127 53 3051 283 154 119 2768 152 55 2616 255 129 97 102 2361 637 is_linear=0 shrinkage=0.1 Tree=838 num_leaves=31 num_cat=0 split_feature=0 7 1 3 7 0 0 5 1 3 7 8 5 6 1 1 4 2 7 3 5 2 9 9 4 2 4 9 1 8 split_gain=0.280699 2.19024 3.37329 4.51136 2.22351 3.53008 2.15451 4.259 3.47443 3.29291 8.71168 3.89604 3.40346 2.14295 2.77326 3.61181 3.23478 2.30297 2.06112 3.35541 3.10336 2.52794 3.2042 2.87458 2.46768 2.14625 3.2611 2.23689 2.22051 2.03562 threshold=0.12999981641769412 102.89816665649415 139.81220245361331 23.585000038146976 102.59058761596681 0.10000500082969667 0.12000017985701562 2.5273933410644536 101.90145111083986 104.41055297851564 98.818088531494155 59.948030760000009 2.6593050956726079 60.172929763793952 86.798252105712905 94.196922302246108 0.17855834215879443 228.68274688720706 104.48049926757814 33.204999923706062 2.6776800155639653 173.82878112792972 1.2342023253440859 1.303131699562073 0.14873799681663516 403.80993652343756 0.16999850422143939 1.1861543059349062 87.642147064208999 73.35557599000002 decision_type=8 10 10 10 10 8 10 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 2 2 10 10 10 2 10 10 left_child=1 4 13 -4 6 -6 -1 -8 -9 10 -10 -12 -11 18 16 -16 -15 -17 25 -20 21 24 -23 -24 -21 26 27 28 -3 -29 right_child=-2 2 3 -5 5 -7 7 8 9 12 11 -13 -14 14 15 17 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.0009313597993939088 -0.00035572280893760494 -0.10136146113626671 0.030138267369116314 -0.12731923619266233 0.01124693422897694 0.13228471685062645 0.1794916171863111 -0.011846785190260804 0.10614686089571278 -0.047019676118716297 0.027739826162588927 -0.13940845031020629 0.049456454437852689 0.10768988159536015 -0.077977072267820524 -0.045157161552534519 -0.02924573959078074 0.04555237111850069 -0.07183826739192295 -0.033777315534953015 0.098857020398036483 -0.052882109049352803 0.10306949339384119 -0.0051406387053133072 0.091916335608209249 -0.063785198679810057 -0.084597108072244395 0.13738789757255401 0.023301518882626989 0.017904350449469596 leaf_weight=1771.8879123111578 5761.2824645703276 2.55427742702887 2.7393515408039075 5.4196036286375602 8.7296058052161225 3.3282721025316269 1.6278936080634583 26.192596241773572 13.899502475920601 7.4114872599020583 3.4487900715321294 2.341133749607252 7.2176103856238569 5.5979638801654819 4.9420153285609585 3.8245758075790937 2.4934972214978188 10.436163074336944 6.0255724720773278 2.2818795721395864 3.4528945838646896 12.096031869179571 3.0266303702956092 12.996585045300888 4.9505547969602048 14.665759608440565 4.5312113009858868 2.0087425994279329 3.242771509103477 4.9139794005695876 leaf_count=19463 64878 22 17 104 82 31 9 208 94 73 20 25 133 63 45 39 27 85 77 29 63 111 22 124 35 160 37 19 26 54 internal_value=0 0.00103014 -0.0125354 -0.0744532 0.00185461 0.0446564 0.00157321 0.0198756 0.0155816 0.0365154 0.0632158 -0.0398459 0.000579099 -0.00767979 0.0163859 -0.00430558 0.0654912 0.0212251 -0.0162385 -0.00241096 0.0083697 -0.000468438 -0.0140303 0.0152992 0.0522592 -0.0356606 -0.0117508 0.0141995 -0.0316271 0.0525745 internal_weight=0 1958.28 112.2 8.15896 1846.08 12.0579 1834.03 62.139 60.5111 34.3185 19.6894 5.78992 14.6291 104.041 27.2942 19.2028 8.09146 14.2607 76.7469 44.8301 38.8046 35.3517 28.1192 16.0232 7.23243 31.9167 17.251 12.7198 5.79705 6.92272 internal_count=86175 21297 1159 121 20138 113 20025 562 553 345 139 45 206 1038 259 169 90 124 779 461 384 321 257 146 64 318 158 121 48 73 is_linear=0 shrinkage=0.1 Tree=839 num_leaves=31 num_cat=0 split_feature=1 1 7 1 6 6 8 4 5 0 7 4 8 1 2 3 7 6 3 4 7 7 8 7 6 9 5 3 9 9 split_gain=0.266616 1.72552 3.7377 3.06805 2.90973 4.7343 4.40463 4.20608 3.50238 4.10258 2.91341 2.89237 3.94749 4.18348 3.95763 3.25784 2.80468 3.31618 2.81098 2.72318 3.35197 2.73399 2.61541 2.54683 3.73769 2.7937 3.44815 2.69415 2.6708 2.60666 threshold=113.19015121459962 109.72610092163087 100.7435646057129 110.3452491760254 51.625030517578132 50.964384078979499 88.27951542000001 0.058938499540090568 2.6199631690979008 0.14000999927520755 89.084224700927749 0.049463000148534782 84.859308435000017 112.06219863891603 3131.3349609375005 9.5827898979187029 93.262512207031264 55.616619110107429 44.471200942993171 0.14700999855995181 98.050918579101577 100.03244400024415 65.504867765000014 102.27501678466798 56.100383758544929 1.2128868699073794 2.5699650049209599 218.06399536132815 1.5085163712501528 1.0365875959396365 decision_type=8 8 10 10 8 10 10 10 10 8 10 8 10 10 10 10 8 10 10 10 10 10 10 10 10 2 10 10 2 2 left_child=1 -1 3 -3 5 8 11 -7 -5 -10 -11 -6 13 19 15 -15 17 18 -17 20 -13 -22 -12 24 27 29 28 -4 -27 -25 right_child=-2 2 23 4 6 7 -8 -9 9 10 22 12 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31 leaf_value=-6.0169753289040174e-05 -0.0009049853708592479 0.03466164527369784 -0.071958190925020718 -0.080952825689336955 -0.023511502914867147 -0.10410894279634947 0.097671282985370242 0.020043026541248548 0.11931020373158846 -0.058480615815652143 -0.038034789812298971 -0.013584120073525899 0.068952729692184564 0.11820238910979214 0.091629313680132315 0.11805588233522862 0.0016675971085726973 0.1747318106700681 -0.026660496166277303 0.072212910110022399 0.084999452324284089 -0.04428329874195424 0.086726220165467674 0.034360773871940836 -0.11318965260553944 -0.064920731770732515 0.099995522535647557 0.10311318375186625 0.061222639686186388 -0.06993912743146348 leaf_weight=5105.1056577924146 2302.4705288502228 47.081566340007384 1.7580942840413611 3.4644118611158801 24.423860670014619 9.2474699674025924 5.721924604047671 3.8710934600967439 3.8892959316481202 4.8779219936091085 2.6380516549243112 83.381830114750301 11.853976974060059 3.1149566141775713 8.87360169625026 2.152214295230805 39.120298772369097 2.1003412283616854 3.5663582239976677 4.5006962556815315 6.4048681219901464 2.1967822681399412 4.6280970116531535 3.351571464037991 6.282438736048789 4.1529362492201454 4.2921100916091746 1.7579241056446333 2.8169941365049453 8.4057348903152143 leaf_count=52780 29361 604 34 57 621 189 96 52 103 118 86 798 125 36 68 14 395 21 44 36 63 22 55 33 70 62 108 22 29 73 internal_value=0 0.000379663 0.00762456 0.0114038 0.0066434 -0.0210263 0.011215 -0.0674735 0.0102245 0.0299256 0.00129905 0.00863428 0.0133281 0.0090854 0.0300794 0.0191678 0.0125957 0.0672724 0.0278043 -0.00373668 -0.00745285 0.0519818 0.0414304 -0.0242866 -0.0669852 -0.00611152 0.0294835 0.0155733 -0.0139381 -0.0402071 internal_weight=0 5415.03 309.927 277.11 230.028 32.6163 197.412 13.1186 19.4978 16.0334 12.1441 191.69 167.266 155.412 58.9278 50.0542 46.9392 7.81891 5.71857 96.4842 91.9835 8.60165 7.26615 32.8178 9.79846 23.0193 11.262 3.51602 6.96993 11.7573 internal_count=86175 56814 4034 3603 2999 660 2339 241 419 362 259 2243 1622 1497 578 510 474 79 58 919 883 85 141 431 126 305 199 56 91 106 is_linear=0 shrinkage=0.1 Tree=840 num_leaves=31 num_cat=0 split_feature=5 7 5 4 7 2 6 1 1 7 0 2 6 5 4 4 4 1 7 0 2 3 0 9 2 0 0 9 4 4 split_gain=0.257195 1.44273 1.35949 3.05393 2.22605 2.73748 2.77101 2.87087 2.69238 3.09654 2.58554 2.24642 1.83943 1.59524 1.43485 2.30188 1.43293 2.16735 1.50362 2.42057 2.3293 2.4711 3.3686 3.03502 4.34936 3.17313 2.75361 5.84419 3.42022 3.93197 threshold=2.7321050167083745 84.420028686523452 2.7343299388885502 0.034583000466227538 95.87570953369142 307.81477355957037 53.69075012207032 104.39070129394533 88.472000122070327 99.411361694335952 0.4379699975252152 9734.2363281250018 54.590385437011726 2.7329149246215825 0.19435833394527438 0.17271000146865848 0.16000332683324817 66.378250122070327 88.358043670654311 0.094338413327932372 66.224700927734389 37.920721054077156 0.3500001877546311 1.2661221623420718 4589.5473632812509 0.53004997968673717 0.18521668761968615 1.1594565510749819 0.059568999335169799 0.038122499361634261 decision_type=10 8 8 8 8 10 8 10 10 10 10 10 8 10 10 8 8 10 10 10 10 10 10 2 10 8 10 2 10 8 left_child=-1 -2 3 -3 5 -5 7 11 -6 -10 -9 13 -8 -7 15 16 18 -18 -4 -20 -21 22 -22 24 25 -24 27 -23 29 -29 right_child=1 2 14 4 8 6 12 10 9 -11 -12 -13 -14 -15 -16 -17 17 -19 19 20 21 26 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00011785182391247848 -0.098273134482205649 0.13152962206749147 0.012826155076506852 0.11882473347456367 0.19048364598674 -0.0094700288136851715 -0.1862870602358381 -0.013951661830429746 0.094238414992629929 -0.094866635440868818 -0.19553412137382467 -0.055427657461168567 -0.039320578992936422 0.10439775961563678 0.039601113863986057 -0.059003405097722984 -0.022477951868795955 0.12992890205966412 -0.032098927862314892 -0.13561086865654023 0.038097514551381995 0.055977329851059777 0.032181806096160052 0.070260938681130786 -0.14708538571766114 -0.11867733026742394 -0.018489155702991141 -0.095153918357485892 -0.080414380794467485 0.064546032418575414 leaf_weight=7425.764262211158 1.4022403201843179 2.4576525600123205 70.155252860207383 1.6679201749102599 1.3936912798089895 1.7165848074655476 1.3164924401244218 3.1166751966047741 2.4729471480777652 1.3324716797087601 1.0477818462386492 1.7875078767538068 2.4117660593583423 4.3434390149741375 9.428474078909856 6.4713288416205605 1.6736674511521408 2.1086867739941226 26.896949611294076 1.246237843603011 32.751428395866242 17.473456534706205 5.6207354932557783 2.8388131458923445 3.0411763505544513 1.8542171884328116 68.149751329684477 2.1906882731977895 6.9653379646160829 5.2041270258096137 leaf_count=78032 64 56 2253 29 15 26 21 72 52 26 10 21 40 48 649 71 27 25 881 59 568 242 149 74 29 34 1556 623 150 273 internal_value=0 0.00291509 0.00340583 0.0256627 0.0141538 -0.00299488 -0.0159035 0.00747186 0.0715728 0.0280231 -0.059638 0.0430851 -0.0912162 0.0721431 0.00129326 -0.000125138 0.00141018 0.0624898 0.00046486 -0.00451244 0.000523616 0.00168493 0.0208371 -0.0214919 -0.0462604 -0.00523992 -0.00714693 0.0171346 -0.0301292 0.0172355 internal_weight=0 290.537 289.135 25.0649 22.6073 17.4082 15.7402 12.012 5.19911 3.80542 4.16446 7.84753 3.72826 6.06002 264.07 254.642 248.171 3.78235 244.388 174.233 147.336 146.09 46.1064 13.3549 10.5161 7.47495 99.9834 31.8336 14.3602 7.39482 internal_count=86175 8143 8079 416 360 267 238 177 93 78 82 95 61 74 7663 7014 6943 52 6891 4638 3757 3698 854 286 212 183 2844 1288 1046 896 is_linear=0 shrinkage=0.1 Tree=841 num_leaves=31 num_cat=0 split_feature=7 3 6 9 8 7 7 0 9 9 9 1 3 6 8 9 4 6 9 1 7 8 4 4 9 0 1 9 9 9 split_gain=0.251947 1.99683 2.96047 4.47429 3.10257 3.82236 3.83428 3.69053 3.49252 3.85504 5.2259 3.5447 3.02042 2.62331 4.59712 4.87452 2.71437 2.52984 4.5209 2.53759 2.50316 2.37729 5.41792 4.8271 8.24875 7.76724 4.05772 3.95194 4.19388 4.73665 threshold=97.963802337646499 46.968950271606452 52.283020019531257 1.3009637594223025 60.522278915000008 101.68435668945314 99.411361694335952 0.44000002741813665 1.1442847251892092 1.2944614887237551 1.2358905673027041 100.96319961547853 597.36499023437511 48.898498535156257 69.293986920000023 1.1828010082244875 0.062005000188946731 53.001518249511726 1.2712075710296633 66.378250122070327 98.646739959716811 73.430923220000025 0.070001501590013518 0.079994998872280135 1.0911181569099428 0.29804000258445745 42.885000228881843 1.4029334783554079 1.391429126262665 1.3055681586265566 decision_type=10 8 10 2 10 10 10 8 2 2 2 10 10 10 10 2 10 10 2 8 10 8 8 10 2 8 8 2 2 2 left_child=-1 17 3 4 5 6 -3 8 11 10 13 12 -6 -10 16 -16 -15 18 19 -2 -21 22 -4 24 -24 -26 -25 28 29 -28 right_child=1 2 21 -5 7 -7 -8 -9 9 -11 -12 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 23 26 25 -27 27 -29 -30 -31 leaf_value=-0.00026713136620488845 0.048359808143497225 -0.061986806547960155 -0.028056258036823642 -0.093671283579787989 0.064227300165849391 -0.12700225404961715 0.063804069015345785 -0.1073939276803299 -0.028846314581775112 0.12487693861077316 -0.12503463962031905 0.099970410522152942 -0.095689280135706531 0.039983201473930946 0.045435739418842429 -0.16688249478379699 0.16377003666180362 0.0075221926532496033 0.10928090358491556 0.051966224466603594 -0.081031938832892836 0.0026566713204302633 0.16619056289576439 -0.10281973860972932 -0.043480883799656915 0.092650557028800706 -0.0073825016698856388 0.13174319021223088 -0.093783472727901371 0.036184820707820767 leaf_weight=6357.0683156853929 2.2983272818707983 4.238659378606938 105.68303997286057 3.3076208938268783 3.0448360639784395 2.5676056023221454 5.6574795357882977 1.6802128960844118 6.4676773506216803 2.9730853834189466 2.7606110198830711 14.563887723197693 1.9295494509060516 3.5537952464073879 3.2941026631742716 1.6097429906949399 3.5319400057196617 491.96045345735286 2.0421970937463803 1.605281652009581 11.946765980072085 355.96517167773163 4.3794707600027349 4.2032952825538805 10.18090278740328 7.1242387583588469 263.97993271859741 2.1332542592435848 5.2098375447094432 27.559845382915228 leaf_count=71624 49 43 1263 212 35 37 52 14 78 26 57 160 24 30 31 34 20 5256 105 30 134 3550 31 60 141 96 2487 182 36 278 internal_value=0 0.00123365 -0.001741 0.0194477 0.0259128 -0.018282 0.00992602 0.0380431 0.0436313 0.0182332 0.00329013 0.0750774 0.00219613 0.0224834 0.0501727 -0.0242601 0.101686 0.00617882 -0.0307574 -0.0488003 -0.0652779 -0.0033894 -0.00838923 -0.00198942 0.0435893 0.0125622 -0.00525039 -0.00387824 -0.00485319 -0.00326399 internal_weight=0 1357.45 847.6 61.1808 57.8732 12.4637 9.89614 45.4094 43.7292 24.191 21.2179 19.5383 4.97439 18.4573 11.9896 4.90385 7.08574 509.853 17.8926 15.8504 13.552 786.419 430.454 324.771 21.6846 17.3051 303.086 298.883 296.75 291.54 internal_count=86175 14551 8977 853 641 132 95 509 495 276 250 219 59 193 115 65 50 5574 318 213 164 8124 4574 3311 268 237 3043 2983 2801 2765 is_linear=0 shrinkage=0.1 Tree=842 num_leaves=31 num_cat=0 split_feature=6 4 3 1 2 7 8 4 6 1 2 7 1 1 0 3 1 1 9 7 3 0 7 7 1 7 0 0 2 2 split_gain=0.258796 1.12422 1.45059 1.39973 1.19419 2.71868 2.54616 2.48467 2.2321 2.10643 1.64838 2.81865 1.49416 2.04758 2.15636 1.61811 1.18105 1.77157 2.38123 2.80563 1.46732 1.26368 1.13202 1.00345 2.87846 1.59788 1.29859 4.84744 3.14316 4.38132 threshold=59.754011154174812 0.053801501169800765 31.272417068481449 82.310581207275405 1456.4484863281252 94.140834808349624 69.472333410000019 0.15221333503723147 63.199125289916999 100.33264923095705 1260.840026855469 103.38414001464845 88.201896667480483 100.96319961547853 0.079295001924037947 1530.5406494140627 92.450927734375014 98.433982849121108 1.1243017911911013 95.808643341064467 100.03596115112306 0.15990499407052997 92.556716918945327 92.49573135375978 101.26010131835939 93.006793975830092 0.24000012129545215 0.2547632902860642 575.37423706054699 482.65499877929693 decision_type=10 10 10 10 8 10 10 10 8 10 8 8 10 10 10 10 10 10 2 10 10 10 10 8 8 8 10 10 8 8 left_child=-1 2 -2 -4 10 9 7 -7 12 -6 23 -12 -8 15 -15 -14 22 -18 19 -19 -20 -21 -5 24 -3 -25 -27 -28 29 -29 right_child=1 4 3 16 5 6 8 -9 -10 -11 11 -13 13 14 -16 -17 17 18 20 21 -22 -23 -24 25 -26 26 27 28 -30 -31 leaf_value=0.00013633206048697038 0.1066380824978983 0.07981581392409294 -0.070652723369333578 -0.0026593819097376153 0.028977119963653215 0.14012425059662054 -0.1102741920417272 -0.010143150073477013 0.073584665896752471 -0.14216679254742057 -0.007810290828889864 0.1405083236502247 0.066474858727467681 0.015891631058233879 -0.090623953730910367 -0.035848110064781773 -0.080091349013911045 0.085618749042735934 -0.044315931229649712 -0.12343594217535439 0.066964272260125565 -0.015548725760053434 0.099892678309474264 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-0.0380617 -0.0262254 -0.0571704 0.0178302 0.018693 0.00655599 0.0184577 -0.0313146 0.0501328 -0.0721612 0.0632012 -0.00302052 0.0364287 -0.00372169 -0.00315014 -0.00944948 -0.00564233 -0.00283306 internal_weight=0 421.402 25.4892 23.7697 395.913 27.8505 23.9253 4.44905 19.4762 3.92528 368.062 5.2916 17.4811 15.0193 8.82241 6.19691 21.8633 17.1788 15.1041 5.87402 9.23009 4.35334 4.68452 362.771 6.33529 356.436 353.857 170.017 161.792 155.476 internal_count=86175 5038 343 290 4695 353 273 56 217 80 4342 59 194 160 113 47 268 215 194 90 104 58 53 4283 70 4213 4190 2560 2465 2392 is_linear=0 shrinkage=0.1 Tree=843 num_leaves=31 num_cat=0 split_feature=9 1 8 8 8 8 4 8 9 0 8 4 2 3 2 1 3 1 7 1 0 2 7 3 2 2 8 8 6 1 split_gain=0.256886 2.60916 5.66031 5.23567 6.55366 5.14004 5.26815 4.72719 5.75584 4.63897 7.75964 8.4298 4.54018 4.51398 6.55778 4.45962 5.34115 4.33861 4.09344 4.08157 3.97611 5.7669 5.19074 4.97437 7.51962 6.30363 4.51302 4.97632 4.7722 3.99197 threshold=1.0828325152397158 88.472000122070327 65.747008215000008 66.558369800000023 67.714191485000015 60.522278915000008 0.040001999586820609 60.751124400000009 1.0727607607841494 0.26271004974842077 59.778939185000006 0.057901499792933471 635.75497436523449 48.10499572753907 262.29499816894537 98.759304046630874 15.033600330352785 89.910800933837905 98.913600921630874 95.10858535766603 0.30001319944858557 1980.0065917968752 104.69990539550783 935.36001586914074 3217.5720214843755 5687.0505371093759 58.677270650000004 51.797274035000008 56.594217300415046 141.08250427246097 decision_type=2 8 10 8 10 8 8 8 2 8 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 8 left_child=1 -1 5 -4 -5 9 -7 8 -8 -3 12 -12 18 14 15 19 -17 -15 -11 -9 21 26 29 -23 -25 -26 27 28 -14 -22 right_child=-2 2 3 4 -6 6 7 13 -10 10 11 -13 20 17 -16 16 -18 -19 -20 -21 22 23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.0070864255171757531 -0.00030867295855548424 0.0032704743960739087 -0.13695197923621222 0.063594174310430865 -0.10751099190558029 -0.10996947742452051 0.16747416291423431 0.030216062270645883 -0.005517099247775977 0.0071329604913407578 -0.12842451068574809 0.06895413714917524 -0.0273688957704495 -0.10712531517843236 -0.081116256791822758 0.16219924890782197 -0.044780588840072119 0.047566110661888601 -0.022240849541037142 -0.15623113088689219 -0.003958518432984978 -0.045090595533421367 0.087450546176244481 0.09141113434540224 -0.098594032732069778 0.015103493683926873 0.042734076104775663 -0.10521162330366596 -0.18092863655357483 -0.10783399416036923 leaf_weight=507.11319893600859 6021.4820056283679 621.68940404747343 5.8070495405408993 4.8618119627353735 4.1486444980837405 2.7677894495429882 5.0886785425245744 3.5050026351727883 3.0920623186975718 210.82444668842845 10.152909251395611 2.7498511211015275 26.756368732020636 1.9025551530066867 8.9940044040995399 3.8608116296527442 1.8413677796488626 38.554801662801765 61.218819292873604 1.7655735360167453 66.560367359197699 24.370107200695202 5.9608920235186806 9.1912644803524 6.557474352419379 19.019875235389918 4.2390791575890026 18.65928489388898 2.1893796548247328 3.9173922111513084 leaf_count=6471 69175 5657 61 35 172 84 27 48 26 1768 69 24 263 17 89 47 16 383 477 13 600 174 52 44 34 109 21 119 14 86 internal_value=0 0.0010874 -0.00149018 -0.0629073 -0.015187 -0.00070931 0.025292 0.0307489 0.102089 -0.00240555 -0.00987584 -0.0863589 -0.00772803 0.0210903 -0.017816 0.0340692 0.0953606 0.0402916 0.000522872 -0.0322413 -0.0197042 -0.0317921 -0.00215369 -0.010449 0.0138321 -0.0140461 -0.0561382 -0.0649424 -0.0389837 -0.00973227 internal_weight=0 1687.36 1180.25 14.8175 9.01046 1165.43 71.3726 68.6049 8.18074 1094.06 472.368 12.9028 459.465 60.4241 19.9668 10.9728 5.70218 40.4574 272.043 5.27058 187.421 110.983 76.4387 59.1387 34.7686 25.5773 51.8441 47.605 28.9457 70.4778 internal_count=86175 17000 10529 268 207 10261 750 666 53 9511 3854 93 3761 613 213 124 63 400 2245 61 1516 778 738 361 187 143 417 396 277 686 is_linear=0 shrinkage=0.1 Tree=844 num_leaves=31 num_cat=0 split_feature=3 1 6 3 2 6 2 8 3 7 0 6 4 1 1 1 5 4 1 9 6 4 8 4 5 1 2 4 8 4 split_gain=0.288033 1.27328 1.73969 1.6127 2.24213 1.97075 1.83672 2.23845 2.38636 1.20719 1.14301 3.13072 2.30857 1.17533 3.73213 3.2196 4.68712 6.22963 3.3785 7.83477 3.65506 4.07429 3.80508 3.89757 3.2309 3.33649 3.14609 4.07513 3.08686 2.97783 threshold=12.087590217590334 44.649999618530281 57.808019638061531 1.224454998970032 47.444999694824226 55.708833694458015 214.95999908447268 87.887373765000021 5.861074924468995 92.67895889282228 -0.006449999986216425 52.342802047729499 0.059998499229550369 86.223232269287124 85.632835388183608 93.325000762939467 2.6018366813659672 0.16000332683324817 98.433982849121108 1.0148731470108034 52.311855316162116 0.05711800046265126 69.08872266500002 0.063723500818014159 2.640009999275208 94.196922302246108 94.713497161865249 0.12140499800443651 82.251262175000008 0.040001999586820609 decision_type=10 8 10 10 10 8 10 8 8 10 8 8 10 10 8 8 8 10 8 2 8 10 10 8 10 10 10 10 10 10 left_child=1 2 3 4 -1 6 -5 8 -8 -4 11 -3 -13 14 -12 16 17 -15 19 -17 21 29 -22 -24 25 -25 28 -28 -18 -21 right_child=-2 10 9 5 -6 -7 7 -9 -10 -11 13 12 -14 15 -16 18 26 -19 -20 20 22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.19916059148936996 0.00023045415194492241 0.053027981155479624 0.025759233924099872 -0.058193093275393994 0.010822150953108171 0.084970328087791619 -0.14337119160304371 0.14435036602688836 0.11646624925521087 -0.088551111920638359 -0.0043851499398060052 0.013192445723214784 -0.11605070967307846 -0.076589740615875188 -0.062891490411994475 0.10175897173258244 -0.036592308149356344 0.072802715090410419 0.00094325474879928162 0.066266074052290971 -0.070966551442087938 0.07013074546596984 -0.15262107842406239 -0.095755183171300579 0.096901612514806293 -0.0002209647004088293 0.023453486375968471 0.12347069158325781 0.064773837147719115 -0.055043443498600825 leaf_weight=0.54228150143206022 6715.6733824928351 2.6936220329953331 1.5607471820027279 2.4181785944383565 8.1634741880329766 7.8823710604192465 0.80987474150606442 1.5113532394170759 0.62716864160029229 2.2639684269051941 378.67560895321787 2.0153174289152966 4.3984066607881687 11.054905689751676 11.226354572144485 4.77855867062621 15.296476187608279 3.7341332910454517 348.75927257071851 2.6107024421799023 26.132400675647659 6.709262167569249 1.9856940761383164 4.5703739332384492 2.6707458144519469 18.266892924963031 100.15365357635164 4.2464526444673529 3.7384412976971353 8.997138547128996 leaf_count=261 72900 27 51 29 177 128 31 11 20 338 5449 18 43 192 477 66 166 83 4065 29 240 62 30 49 40 187 876 29 30 71 internal_value=0 -0.00159787 0.0203346 0.0311773 -0.00225767 0.053147 0.00640527 0.0593867 -0.0299704 -0.0419046 -0.00218517 -0.0374438 -0.07544 -0.00184843 -0.00606971 0.00107133 0.0143307 -0.0388691 -0.00323619 -0.0222349 -0.0304708 0.00809588 -0.043644 -0.0176743 -0.00716927 -0.01934 0.0207047 0.0275217 -0.0166841 -0.0277599 internal_weight=0 988.494 25.7794 21.9547 8.70576 13.2489 5.36658 2.9484 1.43704 3.82472 962.714 9.10735 6.41372 953.607 389.902 563.705 138.224 14.789 425.481 76.7218 71.9432 18.3171 53.6261 27.4937 25.508 22.8373 123.435 104.4 19.0349 11.6078 internal_count=86175 13275 1046 657 438 219 91 62 51 389 12229 88 61 12141 5926 6215 1376 275 4839 774 708 162 546 306 276 236 1101 905 196 100 is_linear=0 shrinkage=0.1 Tree=845 num_leaves=31 num_cat=0 split_feature=9 7 0 7 3 0 3 5 8 8 2 3 1 3 8 2 7 7 0 0 3 0 2 9 1 2 3 7 3 5 split_gain=0.259653 0.681634 1.13139 1.30043 1.22737 1.06811 0.950257 1.04268 0.88444 1.73998 1.07215 0.829388 0.747903 0.819036 1.99215 1.95766 0.743832 1.01812 1.22811 1.99272 1.13521 1.97653 2.66809 1.82348 2.4163 1.39157 2.78694 1.36579 1.72512 1.91294 threshold=1.0083022713661196 94.536071777343764 0.17021000385284427 91.760395050048842 332.28517150878912 0.16223328560590747 325.70500183105474 2.6099965572357182 47.827284630000008 39.379337840000005 737.08648681640636 339.02232360839849 40.679105758666999 1.224454998970032 40.321323380000003 9.5950002670288104 106.21330642700197 101.54062652587892 0.38967499136924749 0.60015001893043529 9.9818997383117694 0.3500001877546311 91.058799743652358 1.0066126585006716 73.662002563476577 47.444999694824226 2.920450091362 100.38489151000978 108.79690170288087 2.5600099563598637 decision_type=2 8 8 8 10 8 10 10 10 10 10 10 8 8 10 10 10 10 10 10 8 8 8 2 8 10 10 10 10 8 left_child=1 2 4 -4 -1 8 7 -5 9 11 -11 -3 -7 14 -14 -16 17 18 20 -20 23 27 -23 24 25 26 -15 28 -22 -30 right_child=-2 5 3 6 -6 12 -8 -9 -10 10 -12 -13 13 16 15 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.01353034207899933 5.6860143494135168e-05 -0.010306188151265999 -0.08716553194294549 -0.015197930448851425 0.10366676852929918 0.077642851227379836 -0.052801241238272179 0.080221453472902493 -0.087427674345925604 0.089981912585205936 -0.045483531078837042 -0.12393611251043238 -0.14108383902531363 0.052762387363166477 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113 18 73 93 43 47 51 107 67 33 159 49 86 46 34 11 37 43 internal_value=0 -0.00553858 0.0139156 -0.01126 0.0442276 -0.00971746 0.00989325 0.033823 -0.0438193 -0.0187989 0.0405578 -0.0757112 -0.00517941 -0.00666188 0.0306046 0.0522186 -0.0103345 -0.00827584 -0.0125435 0.0255008 -0.0192308 -0.0370559 -0.0763292 -0.00371848 -0.0211524 0.00472788 -0.0203403 -0.0107112 0.00274851 0.0198998 internal_weight=0 83.8451 14.8258 8.09908 6.72671 69.0194 6.33395 4.58421 8.10597 5.15074 2.52122 2.62951 60.9134 59.8422 5.36841 4.76815 54.4738 52.834 48.2718 7.21662 41.0551 19.1035 7.66978 21.9517 16.0713 11.1182 7.40187 11.4337 9.928 8.49061 internal_count=86175 1700 198 123 75 1502 78 48 150 110 58 52 1352 1110 279 166 831 788 741 158 583 350 192 233 184 98 52 158 147 80 is_linear=0 shrinkage=0.1 Tree=846 num_leaves=31 num_cat=0 split_feature=7 1 8 6 0 0 8 9 5 5 0 5 8 8 0 0 2 0 8 8 9 9 2 6 1 0 3 4 9 4 split_gain=0.256431 1.99778 2.28773 2.46219 3.43673 2.03519 4.72166 1.88236 1.71823 3.25267 3.0303 3.1135 2.31557 3.87268 3.59583 3.75431 3.24739 3.0981 4.34355 4.06261 3.91174 6.0973 3.2403 3.08037 3.02599 2.88498 3.15885 3.22021 4.29209 2.94004 threshold=97.963802337646499 168.92400360107425 73.810261685000015 59.289501190185554 0.23000001162290576 0.16470500081777575 63.771519430000005 1.546302378177643 2.6900134086608891 2.6928167343139653 0.069205000996589675 2.746313333511353 66.704003095000019 42.537642925000007 0.11742848530411722 0.11000006645917894 165.91275024414065 0.1998868137598038 71.893560340000008 72.513157530000015 1.1043708920478823 1.1109600067138674 1037.2650146484377 52.576929092407234 51.555000305175788 0.22001499682664874 1283.7388305664065 0.11928999796509744 1.1560110449790957 0.10920333489775659 decision_type=10 10 10 10 10 10 10 2 8 10 10 8 10 8 10 8 10 10 10 10 2 2 10 10 10 10 8 10 2 10 left_child=-1 8 3 5 -5 6 -3 -4 12 -10 11 -11 13 23 15 16 24 18 -16 -20 -21 -22 -23 -2 -14 26 27 29 -29 -19 right_child=1 2 7 4 -6 -7 -8 -9 9 10 -12 -13 14 -15 17 -17 -18 25 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00027004852229790523 -0.083509576382759215 -0.044093515131168916 -0.064841387112685153 0.067960897582584778 -0.065302823445312699 0.093464648271286144 0.13377446763692361 0.052290460809261974 0.062147892410397511 0.095282617072918685 0.0017027437929540514 -0.032812035534064483 -0.044024657746517447 -0.012434908567610663 0.052317131020210961 -0.12008400560895867 -0.0089343771184743105 -0.004493960430943883 -0.078914370225201452 0.12660389106806566 -0.14183253759214645 0.0062377194867842475 0.043399134408258697 0.0094007216497370826 0.051468491464736504 0.0059034936156291207 -0.11882180365263471 0.042133454186738438 -0.068614262971290807 0.093405225530561103 leaf_weight=6348.6830419845319 3.6576220644060404 4.1099305069074097 4.2371898247365598 3.5393409803509703 4.2696832958608866 9.3755789417773467 2.3434152528643608 2.0289727204944938 11.64225196535949 6.9795532529496969 104.19428979208442 2.6060201918517132 4.1465823265316457 310.46225480480985 31.459845184814185 2.8906393498182288 225.73234581579163 16.952648724429313 4.8269659783691159 3.0396803095936766 2.5317527260631314 101.39251912001055 30.528866859691334 146.31188267478501 16.6135164945008 269.11823942876981 3.1173918452113858 4.5417936369776752 15.24800565082114 3.7452735169790676 leaf_count=71624 54 68 116 30 35 96 15 29 154 112 2013 58 38 3253 211 13 2001 225 38 20 31 1040 314 1330 183 2874 29 24 113 34 internal_value=0 0.00124689 0.0268063 0.041047 -0.00490274 0.0637158 0.020496 -0.0269143 0.00066861 0.011804 0.00665265 0.0604577 -0.000498823 -0.00606079 0.00298121 -0.00678224 -0.00545354 0.00798598 0.018691 0.0112579 0.0144236 0.0118874 0.0148375 0.00713472 0.0323949 0.00203726 -0.021824 -0.0143556 -0.0431975 0.0132208 internal_weight=0 1351.64 29.9041 23.6379 7.80902 15.8289 6.45335 6.26616 1321.74 125.422 113.78 9.58557 1196.32 460.432 735.886 249.383 246.492 486.503 173.78 142.32 137.493 134.453 131.921 149.97 20.7601 312.723 43.6051 40.4877 19.7898 20.6979 internal_count=86175 14551 389 244 65 179 83 145 14162 2337 2183 170 11825 4637 7188 2235 2222 4953 1654 1443 1405 1385 1354 1384 221 3299 425 396 137 259 is_linear=0 shrinkage=0.1 Tree=847 num_leaves=31 num_cat=0 split_feature=8 8 0 9 4 1 6 9 3 8 8 0 1 4 3 8 3 4 2 9 9 9 8 9 1 4 0 8 1 2 split_gain=0.266369 3.91515 7.62563 5.66571 6.49673 9.86507 6.48467 7.65696 5.21994 3.82506 7.40138 9.45345 6.84391 9.57539 9.5938 7.69332 15.6162 7.58518 5.7485 5.66452 4.98704 4.80932 4.10122 3.96466 3.96466 7.04377 6.43307 5.52239 4.61764 4.58152 threshold=60.182958530000008 60.522278915000008 0.20521660149097445 1.1577662825584414 0.11567999795079233 77.375000000000014 56.594217300415046 1.1996469497680666 25.23499965667725 59.515317785000008 59.392466590000005 0.29535000026226049 66.378250122070327 0.082002002745866789 370.74000549316412 60.076609070000011 68.530090332031264 0.056494999676942832 317.81999206542974 1.232557535171509 1.2178118228912356 1.2712075710296633 59.86349009500001 1.214552164077759 84.454883575439467 0.053401499986648567 0.21000001579523089 59.778939185000006 71.956893920898452 2543.7900390625005 decision_type=8 8 10 2 8 8 10 2 10 8 10 10 10 10 10 10 10 8 10 2 2 2 10 2 10 8 8 10 10 10 left_child=9 2 3 4 -2 -6 8 -8 -5 10 -1 -12 -11 14 15 24 20 22 -15 -20 -17 -21 -16 -18 25 -14 29 -28 -27 -26 right_child=1 -3 -4 6 5 -7 7 -9 -10 12 11 -13 13 18 17 16 23 -19 19 21 -22 -23 -24 -25 26 28 27 -29 -30 -31 leaf_value=0.00026825702874698612 0.065648611672053672 -7.9185900064530606e-05 0.043734031367672573 -0.02706742530707908 0.12414067756409318 -0.080040958847164181 -0.070989561140561916 0.13915102965155932 -0.12628406180511126 -0.042706145095928724 -0.062280837232320876 0.12356927835210535 -0.061730544142948707 0.0057860612795184304 0.081116134344955765 0.069754889690993874 0.12080545536479835 -0.10818636919178584 0.11646512983097518 -0.049688058161848986 -0.099775633171993547 0.072781438888461072 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0.000905491 -0.000530627 -0.0462717 0.0126194 0.017601 0.00691605 0.0151721 0.0800259 -0.0579482 0.0569393 0.0800341 -0.030537 0.0336536 0.0166941 0.166132 0.00770764 0.0347501 -0.00257942 -0.0747942 0.0533392 0.00604898 internal_weight=0 5423.31 68.8869 55.5195 24.3457 15.7456 31.1738 7.17859 23.9952 2273.78 2025.46 34.768 248.32 227.808 179.148 158.921 16.4033 20.2277 48.6595 33.524 7.18173 14.7481 8.1374 9.22155 142.517 39.2742 103.243 11.0192 32.9296 92.2241 internal_count=86175 64259 654 535 191 109 344 50 294 21916 19627 327 2289 2049 1683 1445 146 238 366 212 83 102 117 63 1299 384 915 104 248 811 is_linear=0 shrinkage=0.1 Tree=848 num_leaves=31 num_cat=0 split_feature=9 8 9 9 7 5 7 1 4 3 3 2 3 4 6 7 4 7 8 8 0 1 5 0 2 2 6 8 3 1 split_gain=0.265923 2.52509 2.46956 3.2883 3.92113 4.77802 3.63277 5.22543 5.63431 7.4478 3.93089 3.96963 5.82333 3.77144 3.70113 4.71086 3.41032 3.43866 3.27948 6.81615 3.23442 3.14793 4.13999 3.27654 3.00131 2.88477 6.12557 2.94878 5.50595 3.68905 threshold=1.0828325152397158 74.680035045000011 1.0727607607841494 1.0744642019271853 101.39843368530275 2.559956550598145 93.496208190917983 104.71112442016603 0.12600333243608478 54.441499710083015 243.87955474853518 498.66499328613287 1.7305999994277956 0.080005999654531493 53.654310226440437 96.002998352050795 0.21722232550382617 89.647022247314467 62.490172530000002 64.642850080000017 0.15000005066394809 77.375000000000014 2.6299934387207036 0.14413331449031833 80.40000152587892 646.41448974609386 56.785594940185554 68.854262760000012 226.27590179443362 94.790111541748061 decision_type=2 10 2 2 10 10 8 10 10 10 10 10 10 10 10 8 10 8 10 8 10 10 10 8 10 10 10 8 10 10 left_child=1 2 -1 16 6 -6 7 8 9 -5 11 12 -8 18 -15 -16 17 -4 -13 -20 -12 -14 23 -23 -19 26 -11 28 29 -27 right_child=-2 -3 3 4 5 -7 10 -9 -10 25 20 13 21 14 15 -17 -18 24 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.00019163661221358678 -0.00031504660867156609 -0.10310933644924188 -0.070746513974728184 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2.4837025841698006 2.7471623085439196 8.6633310690522212 22.880406682845205 5.3690240532159867 2.0617446564137936 3.9829547479748717 9.089456086046992 9.948611129075287 leaf_count=14695 69175 481 24 11 31 70 69 94 52 92 254 102 58 21 22 47 17 11 43 87 121 27 26 68 257 33 14 24 89 60 internal_value=0 0.00110827 0.00125255 0.0114496 0.00627812 0.0603575 0.00220316 0.0217447 0.00642672 -0.010027 -0.00903189 0.00812095 -0.0235382 0.0294405 -0.00637807 -0.0335305 0.0420136 0.0529424 0.0593995 0.0191572 -0.0308447 0.000867276 -0.0239034 -0.0510019 0.0631503 0.000261634 0.0522064 -0.0148839 -0.00186476 -0.0384521 internal_weight=0 1679.27 1676.95 208.039 177.933 12.468 165.465 60.4033 47.5156 38.6838 105.061 58.813 23.6673 35.1456 16.0074 12.1373 30.1066 27.2349 19.1382 9.83938 46.2484 19.0546 13.8942 11.147 25.1586 36.6677 8.27769 28.39 24.4071 15.3176 internal_count=86175 17000 16519 1824 1515 101 1414 469 375 323 945 570 248 322 90 69 309 292 232 130 375 179 121 95 268 312 106 206 182 93 is_linear=0 shrinkage=0.1 Tree=849 num_leaves=31 num_cat=0 split_feature=2 8 8 3 9 9 4 1 8 8 9 9 9 1 0 5 9 3 6 5 9 9 9 1 3 6 5 6 8 3 split_gain=0.268772 1.61925 3.85463 3.8408 2.58965 3.26048 2.21091 1.98881 2.00457 1.91217 2.91375 2.11419 2.46825 1.87541 1.80324 1.72956 1.67098 4.94827 1.50724 1.50068 1.8988 1.89553 3.08914 2.48521 2.14091 1.48187 1.41709 1.60543 1.37832 2.00204 threshold=35.120000839233406 83.123132410000011 82.915767860000017 4.1601498126983651 1.2677250504493716 1.2425089478492739 0.071497000753879561 44.649999618530281 85.728648085000017 81.947250455000017 1.2276334166526797 1.2259938120841982 1.2210472226142886 98.433982849121108 0.39004999399185186 2.5100499391555791 1.2964575886726382 7.1803932189941415 60.751745223999031 2.5500099658966069 1.0215296745300295 1.0727607607841494 1.162797808647156 66.99499893188478 4.1601498126983651 58.295309066772468 2.4100500345230107 60.450513839721687 49.585035525000009 7.752199888229371 decision_type=8 10 8 10 2 2 8 10 10 8 2 2 2 10 10 8 2 10 10 10 2 2 2 8 10 8 8 10 10 10 left_child=1 2 4 -4 5 6 -1 -3 15 10 11 12 19 -5 25 -9 17 -17 -7 20 -8 26 23 -23 -24 -6 27 -22 -21 -30 right_child=-2 7 3 13 14 18 9 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 28 21 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.096854334041416357 -7.4026812731282324e-05 -0.13866422969507181 0.027932245415680897 -0.23788858794178572 0.040826179315754045 0.11129277440405744 -0.0069603573173178061 0.003091071473949665 -0.0097905647636962363 0.12107308407856775 -0.094428270536603409 0.16065263890124071 -0.12364156086889624 -0.066844502359077837 0.044478593512052807 0.13828247874079752 0.12688808815503552 -0.059972014591880424 0.021775986085271218 0.017678868601404087 0.050627681374269845 -0.14407227561524399 0.11696003961132306 -0.0044889969325218188 0.010445997730769131 -0.076420377857289779 0.08024936096573998 -0.13020563227609677 -0.099311131256394403 0.017954281320320366 leaf_weight=2.130959950214578 7577.8988660720852 0.6744146864075472 1.613632135446095 1.5635043833406146 1.2499655396859424 4.3172922171652308 19.096419129707613 4.0177175730641475 6.4646460332878624 1.4287299457937468 2.866049174219369 0.90278667211532493 1.4231936613214191 1.0864899681341738 2.0055783223403969 2.600407719030045 4.3513384647667408 2.440453534014523 3.3330547548830509 4.553029739048041 1.5185431202553457 1.575539579614994 3.3540677326964206 6.6990204566391194 4.3144076485186815 7.8345885234502939 9.8129016500897706 0.72550142375985149 3.8374665956944227 2.3459282641997561 leaf_count=53 83510 17 48 30 16 53 463 56 292 16 27 4 14 94 176 27 23 19 24 588 41 18 60 91 38 143 130 25 54 25 internal_value=0 0.00490171 -0.000905374 -0.093698 0.0037314 0.010465 0.0033612 0.0302192 0.03595 0.00667452 0.00408118 0.00877431 0.00646039 -0.167761 -0.0413418 0.0580007 0.0814894 0.0423007 0.0722927 0.00966203 0.0173532 0.0339354 0.0113088 -0.0310667 0.0570335 -0.0602881 0.0638549 -0.00783588 -0.0240761 -0.0548216 internal_weight=0 110.138 89.5887 4.26363 85.325 74.2349 66.5845 20.549 19.8746 64.4536 63.0249 60.1588 59.256 2.64999 11.0901 13.4099 9.3922 5.04086 7.65035 57.8328 47.0964 28 15.943 8.27456 7.66848 9.08455 12.0569 2.24404 10.7364 6.18339 internal_count=86175 2665 2231 172 2059 1724 1647 434 417 1594 1578 1551 1547 124 335 125 69 46 77 1533 866 403 207 109 98 159 196 66 667 79 is_linear=0 shrinkage=0.1 Tree=850 num_leaves=31 num_cat=0 split_feature=6 6 5 9 4 1 7 1 0 6 3 3 8 7 8 3 7 9 8 7 9 7 7 1 0 4 5 7 0 3 split_gain=0.248522 1.50314 2.52393 2.82987 4.20461 3.18216 3.73361 2.56419 2.35983 2.29061 2.14307 3.00803 3.16398 2.68881 2.35196 2.56497 2.48911 2.5506 2.1436 2.10275 1.56204 1.53054 1.50923 1.47581 3.28397 3.02249 3.86675 2.77794 5.43145 2.52837 threshold=51.302978515625007 51.039192199707038 2.6099965572357182 1.1209892034530642 0.037223499268293388 100.33264923095705 92.67895889282228 96.87884902954103 0.14260333776474002 51.108139038085945 4107.3850097656259 47176.857421875007 73.810261685000015 91.650299072265639 58.216000655000009 977.28500366210949 90.781970977783217 1.2096731066703799 58.911450515000006 90.314128875732436 1.0215296745300295 93.618850708007827 89.647022247314467 128.74700164794925 -0.079846628010272966 0.03120449930429459 2.6084799766540532 90.00799942016603 0.11000006645917894 697.06835937500011 decision_type=8 8 10 2 8 10 10 10 10 10 8 8 10 10 10 10 8 2 10 10 2 10 8 10 10 10 10 10 8 8 left_child=1 20 8 4 -4 6 7 9 -3 -6 14 12 -12 -14 -5 18 17 -17 -16 22 -1 -21 -7 -22 -25 26 -26 29 -29 -27 right_child=-2 2 3 10 5 19 -8 -9 -10 -11 11 -13 13 -15 15 16 -18 -19 -20 21 23 -23 -24 24 25 27 -28 28 -30 -31 leaf_value=0.083014262479192483 0.00016573488984003069 -0.095008188041240643 -0.12726332536351068 0.096637861870187525 -0.059274033769018214 0.01947155269285351 -0.15415621766296433 -0.11786637969473789 -0.014074521285126852 0.054244003204519067 -0.019979031286238666 -0.15600333510894887 0.091887108397566461 0.29727683719561887 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122 16 21 21 53 98 853 51 7444 30 17 10 35 153 357 100 110 42 internal_value=0 -0.00193311 -0.0128131 -0.00662233 -0.0323325 -0.0171037 -0.0534503 -0.0232666 -0.0515696 0.00541534 0.00551253 0.066503 0.0921622 0.151889 -0.000189784 -0.00450025 -0.0655389 -0.0250346 0.00328884 0.017828 0.000320421 0.0581409 -0.022985 -5.15134e-05 -0.0149288 -0.018039 0.00697993 -0.0389026 -0.0129784 -0.0728407 internal_weight=0 613.063 105.193 90.7042 29.0839 25.0633 12.2829 9.45043 14.4887 7.25175 61.6203 5.26861 4.72386 3.08224 56.3517 53.95 6.1054 4.3535 47.8446 12.7804 507.87 6.42959 6.35079 505.596 58.9087 57.9039 26.3299 31.574 17.9005 13.6735 internal_count=86175 10123 1841 1612 311 268 133 99 229 80 1301 218 172 138 1083 1046 172 119 874 135 8282 81 54 8251 807 797 392 405 210 195 is_linear=0 shrinkage=0.1 Tree=851 num_leaves=31 num_cat=0 split_feature=0 5 7 3 8 7 1 2 7 6 4 1 3 4 7 8 1 7 6 3 9 1 6 4 1 1 1 7 8 8 split_gain=0.261948 1.78678 3.4869 2.75218 2.9332 2.65964 3.41056 2.40194 2.10302 6.94522 1.93388 4.93012 2.82292 2.45803 1.89269 2.2976 1.85916 2.41745 1.85461 1.82804 2.27834 3.949 2.90251 2.77855 2.02055 3.88729 1.47157 1.4692 3.86746 6.66999 threshold=0.12999981641769412 2.5273933410644536 100.50041580200197 2491.992065429688 75.01961497500001 101.26604461669923 77.730895996093764 297.30000305175787 99.208786010742202 56.100383758544929 0.090002503246068968 102.86154937744142 35.073699951171882 0.22002299875020984 105.28884506225587 73.056724475000024 104.71112442016603 96.849517822265639 60.596574783325202 37.044269561767585 1.1727803349494936 173.65999603271487 57.302055358886726 0.067003000527620329 138.72499847412112 160.80149841308597 53.155000686645515 92.847381591796889 83.673071915000023 83.723137205000015 decision_type=8 8 10 10 8 10 8 10 10 10 8 8 10 10 8 10 10 8 10 10 2 8 10 8 10 10 10 8 10 10 left_child=1 2 3 4 8 -4 -7 -8 10 -10 19 13 -13 -12 15 -9 -5 -18 -14 -1 -21 23 -23 -22 -25 -26 -6 -3 -29 -30 right_child=-2 27 5 16 26 6 7 14 9 -11 11 12 18 -15 -16 -17 17 -19 -20 20 21 22 -24 24 25 -27 -28 28 29 -31 leaf_value=-0.059484509274606925 -0.0003425909280145821 -0.0020261922831754527 -0.13491410501194626 0.03814204632182281 0.15395460313814899 -0.11906321520428523 0.042967985772545098 0.018676741014728018 -0.073631014940037348 0.11070398146440324 0.044335926027716757 0.036818515091086794 -0.086225524178347501 -0.055051346329669584 0.01460399139758381 -0.092881483463082337 -0.10606819886267121 -0.0081901193514330225 -0.0073284910017628645 0.095320308098266929 0.11593139253191115 -0.13171880707477998 0.015025455673334792 -0.023558586385779207 0.11488305733571114 -0.025390820287312994 -0.083763901589488599 0.00543855791688172 -0.1062068870464062 -0.0079566293736373118 leaf_weight=2.5223677532023983 5737.4267614664859 653.95997521706386 2.823690271703529 2.1864514508488346 0.27606113722140335 3.7741059734253239 5.2008945751586024 2.5311901094391906 2.960786506533621 6.6006280574947596 13.976271832390916 3.2580641930107985 11.405835930258034 3.0274607507579949 4.790738928830252 6.8216608986258507 5.7910458128899309 4.4720735733280899 4.032871961593627 4.4135822756215957 3.7609668709337667 2.6859968751668921 2.7056021653115749 6.2046160791069358 4.4410472586750984 3.5585954301059246 4.5929452200707601 1094.0971952521872 7.6412892863154402 72.168321894128894 leaf_count=26 64878 7855 31 39 6 73 56 23 28 43 102 28 115 49 31 70 61 47 30 40 21 24 21 61 26 21 355 9777 52 2186 internal_value=0 0.00099986 -0.0108831 -0.00182904 0.00494391 -0.0432964 -0.0321063 -0.015141 0.00979198 0.0536228 0.00344156 -0.0123272 -0.0477661 0.0266403 -0.036509 -0.0626901 -0.045582 -0.0634186 -0.0656162 0.0220253 0.0294287 0.0169777 -0.0580799 0.0395034 0.019267 0.052483 -0.0702858 0.00177228 0.00388833 -0.0173635 internal_weight=0 1946.68 118.816 92.8733 80.4237 25.9423 23.1186 19.3445 75.5547 9.56141 65.9933 35.7005 18.6968 17.0037 14.1436 9.35285 12.4496 10.2631 15.4387 30.2928 27.7704 23.3568 5.3916 17.9652 14.2043 7.99964 4.86901 1827.87 1173.91 79.8096 internal_count=86175 21297 1427 1143 996 284 253 180 635 71 564 324 173 151 124 93 147 108 145 240 214 174 45 129 108 47 361 19870 12015 2238 is_linear=0 shrinkage=0.1 Tree=852 num_leaves=31 num_cat=0 split_feature=8 8 9 0 4 5 8 3 8 6 7 6 3 9 4 3 7 1 5 1 1 1 2 9 3 9 8 8 7 9 split_gain=0.283293 6.04409 5.18142 9.93055 4.98097 6.52908 4.74795 5.25944 5.32823 9.736 6.66207 6.04423 5.86985 5.79519 7.28313 5.07394 4.81278 7.74512 3.99077 7.44806 3.66375 6.22965 4.95148 6.07439 8.98588 4.64085 3.50744 7.47176 10.1843 6.74506 threshold=70.628452205000016 70.190128230000013 1.204683840274811 0.2547632902860642 0.11000333353877069 2.6099965572357182 71.117230790000008 66.740806579589858 70.87353305500001 55.479749679565437 96.289451599121108 57.23790359497071 31.272417068481449 1.096052408218384 0.12250650301575662 6044.5651855468759 91.003246307373061 74.04019927978517 2.704109907150269 109.43389892578126 90.728351593017592 81.06995010375978 193.56475067138675 1.1577662825584414 33.204999923706062 1.1611987948417666 69.472333410000019 69.293986920000023 94.70849990844728 1.0895128250122073 decision_type=10 10 2 10 10 10 10 10 10 10 10 8 8 2 10 10 10 10 10 10 10 10 10 2 8 2 10 10 10 2 left_child=1 26 3 4 5 20 7 8 9 10 12 -10 16 -13 -15 -9 17 -2 19 -4 21 22 -3 24 -24 -25 27 -1 -29 -28 right_child=6 2 18 -5 -6 -7 -8 15 11 -11 -12 13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 29 28 -30 -31 leaf_value=-7.4693232065664575e-05 0.077591662871692127 0.073238559418962526 -0.13265921851608159 0.09066514364158787 -0.096385280843448454 0.10681822781116534 3.5714832435681364e-05 0.073459665953885617 0.088714283385769019 0.080609985424840047 -0.1619133709379772 0.089369487972467382 -0.096373779788834352 -0.16235872246562211 0.023884443482259311 -0.0070581467875883309 0.097865842673922454 -0.10221762598178306 -0.0029772274281739588 0.010119289564263098 0.034191090625425594 -0.076341626737716425 -0.14523202240570296 -0.1113798897770466 0.070921211585046454 0.0022333431568385348 0.085014898900506744 0.0086904591476209929 -0.096141535338052656 0.0086519819788677035 leaf_weight=3554.4759663083182 4.0779687836766296 6.368598908185958 12.240257501602178 8.4857815765171818 8.3246779553592187 4.1687569818095644 3740.8219340910223 27.971794629207579 12.248801072943026 7.2414605841040602 4.4436406046152106 3.9991876333951941 7.9998518526554099 3.692053094506262 4.8683935888111591 10.86691416078247 4.3824682887643567 5.8064695224165916 7.5396912470459929 5.208133696607546 9.7037512846291047 20.268243871629238 2.3987237028777608 9.20574803650379 9.7028062120079994 5.8993560001254073 12.705080156549228 18.031444073654711 19.065807794220746 129.12928633880801 leaf_count=41726 22 31 66 107 47 43 41833 208 118 48 23 29 37 17 28 68 25 31 51 30 53 94 22 38 45 27 107 215 112 874 internal_value=0 -0.000610786 -0.0237662 -0.0119396 -0.0233898 -0.0144161 0.000603804 0.0223778 0.00350493 -0.0222356 -0.0501181 0.0387324 -0.0278078 -0.0100125 -0.0564408 0.0509311 0.0106391 -0.0280347 -0.0637715 -0.0900416 -0.0223692 -0.0325625 -0.00613457 -0.0247144 0.0280761 -0.0670078 6.84457e-05 -0.000540657 -0.045187 0.0154923 internal_weight=0 3842.92 109.515 84.5264 76.0407 67.716 3838.42 97.599 58.7603 33.9519 26.7104 24.8084 22.2668 12.5596 8.56045 38.8387 14.2669 9.88444 24.9881 17.4484 63.5472 53.8435 33.5752 27.2066 12.1015 15.1051 3733.41 3591.57 37.0973 141.834 internal_count=86175 43688 654 507 400 353 42487 654 378 186 138 192 115 74 45 276 78 53 147 96 310 257 163 132 67 65 43034 42053 327 981 is_linear=0 shrinkage=0.1 Tree=853 num_leaves=31 num_cat=0 split_feature=1 9 7 4 7 9 8 8 5 2 1 0 3 2 3 0 9 8 1 0 6 3 3 1 3 2 9 7 5 1 split_gain=0.282926 3.07796 3.18258 2.77467 3.30373 2.52337 3.06184 5.33153 4.68378 4.72962 3.92413 3.80764 3.55381 6.64875 4.81067 5.42788 4.88867 3.29455 4.18036 2.47299 2.25973 2.28922 2.15505 2.2683 2.0262 2.02515 2.36131 1.99597 1.98069 2.20049 threshold=188.28499603271487 1.0415483117103579 87.639511108398452 0.078765001147985472 94.200740814208999 1.1946979165077212 55.038618855000003 53.814256215000007 2.5500099658966069 899.12002563476574 192.29094696044925 -0.019999990239739415 102.1347999572754 532.92172241210949 32.200216293334968 0.14000999927520755 1.0943974852561953 58.677270650000004 192.29094696044925 0.34391674399375921 61.122201919555671 2.59309995174408 26.961949348449711 197.17499542236331 6.3065781593322763 1017.7399902343751 1.2309741973876955 96.002998352050795 2.5870165824890141 224.385368347168 decision_type=8 2 10 10 10 2 8 8 10 8 10 8 10 10 10 10 2 8 10 10 10 8 10 8 10 10 2 8 10 10 left_child=-1 -2 5 24 -5 6 7 8 9 -3 -11 -8 14 -14 -13 16 -16 18 -15 22 21 -7 -6 -24 -4 -23 -27 -25 29 -19 right_child=1 2 3 4 19 20 11 -9 -10 10 -12 12 13 17 15 -17 -18 28 -20 -21 -22 25 23 27 -26 26 -28 -29 -30 -31 leaf_value=0.00010017666847464137 0.070076622750885179 0.1035522661537151 -0.07434765473923291 -0.075417127699739156 0.090812086697060923 0.22583819229097185 0.11529595242976105 -0.14736994670767864 -0.094097137487103716 0.079352607090731123 -0.069400837447351885 0.03774278138528428 0.10761651842319558 -0.083002422337953005 0.10439493235735375 -0.38407823635627458 -0.15723796719743158 -0.085228048377513285 0.10673411168161531 -0.073494615623799497 0.12194126393102954 -0.11264107775083571 -0.062223160295634156 0.084103046287462194 0.018438787455671103 -0.12856667131482016 0.00043617537465921453 -0.011151678117629543 0.040814443730527457 -0.016861868065384002 leaf_weight=7463.7270030240843 5.5237428822775874 3.9945685947313807 2.4264092862140378 7.9513081759214428 3.2075468935072484 0.26369312556925706 2.7215241380035877 4.0455924943089476 5.9466200154274693 2.4646578803658485 6.3231539046391845 2.4777091443538657 5.4596457445295519 1.5514799747616042 0.97941912082023952 0.73734666127711523 2.6371348015964031 5.5897247860557391 4.6162996925413609 3.6720885289832941 0.67123137414455492 6.3680933026370354 4.1119086318649325 3.6824116036295882 78.314073618559632 1.9567346563562749 5.1623334228188469 5.4636607840657243 4.7983198678120962 29.846982369665056 leaf_count=83003 224 50 39 54 28 3 43 19 52 18 68 64 183 26 76 26 22 89 101 25 5 606 25 18 872 21 104 41 38 232 internal_value=0 -0.00359633 -0.00555808 0.00623247 -0.0208389 -0.0185703 -0.0119495 -0.0432661 -0.0207789 0.0133302 -0.027681 -0.000336431 -0.00569807 0.00323262 -0.0734958 -0.136799 -0.0863837 -0.00904894 0.0590067 0.000711226 -0.0572196 -0.0659651 0.0172604 -0.000534237 0.0156504 -0.0716702 -0.0350213 0.0272 -0.0194814 -0.0276458 internal_weight=0 212.965 207.442 108.829 28.0889 98.6123 84.1902 22.7746 18.729 12.7824 8.78781 61.4156 58.6941 51.8625 6.83161 4.3539 3.61655 46.4028 6.16778 20.1376 14.4221 13.7509 16.4655 13.258 80.7405 13.4872 7.11907 9.14607 40.235 35.4367 internal_count=86175 3172 2948 1102 191 1846 1107 207 188 136 86 900 857 669 188 124 98 486 127 137 739 734 112 84 911 731 125 59 359 321 is_linear=0 shrinkage=0.1 Tree=854 num_leaves=31 num_cat=0 split_feature=9 9 0 2 3 4 7 0 1 1 1 0 8 6 8 8 8 9 2 2 8 1 5 4 5 0 5 6 5 9 split_gain=0.274538 4.02314 15.4288 5.97671 5.9096 5.6202 6.43159 5.86859 5.00013 4.97534 4.19172 4.05352 4.00288 7.65776 3.88614 6.27732 5.72516 3.90626 3.69802 5.67745 3.40158 6.36075 6.13231 5.33098 4.14882 6.17396 4.49386 3.95458 3.89282 3.3714 threshold=1.1059830784797671 1.099329471588135 0.10000500082969667 776.60021972656261 16.234395027160648 0.18999666720628741 94.200740814208999 0.40000005066394811 102.86154937744142 134.77335357666018 74.43500137329103 0.32726997137069708 74.402906950000002 58.876743316650398 82.704916510000018 83.123132410000011 72.513157530000015 1.1026969552040102 1037.2650146484377 2412.693969726563 61.931032750000007 85.632835388183608 2.6300150156021123 0.05711800046265126 2.5900232791900639 0.19215000420808795 2.6593050956726079 54.469223022460945 2.5273933410644536 1.1076380610466006 decision_type=2 2 10 10 10 10 10 10 8 8 10 10 10 10 10 10 10 2 8 8 10 10 10 8 8 10 10 8 8 2 left_child=1 -1 3 4 -3 6 20 12 -9 10 18 -7 -8 -14 16 -16 17 -6 -5 -20 23 24 28 -4 -22 26 -26 -25 -23 -2 right_child=29 2 5 9 14 11 7 8 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 21 22 -24 27 25 -27 -28 -29 -30 -31 leaf_value=0.00027698873130978789 0.031130772192513031 -0.11031717987194592 -0.074510490470890867 -0.15198822389762345 0.030256109145527982 -0.1619900387522345 0.090852628844025785 -0.081602409752320679 0.072560435843359847 0.056322362609394161 -0.10828631560509057 -0.0011380408478711148 -0.088424679200412429 0.10956450542746642 0.10939579327025378 -0.016787880423297912 -0.16814439200711007 -0.096052023605284156 0.088661217063841835 -0.065322201039872435 0.12151899400513209 -0.085816200277085128 -0.12795940960046501 0.11580379170545754 -0.055669566956801336 -0.13686747296163113 0.088974714716004821 0.0089828203104934078 0.052764766086608142 0.0001861910189066628 leaf_weight=2127.7449814811744 35.441744337207638 6.0081963483244172 3.8933330718427896 2.3516177739948008 7.8886497491039353 3.0759582575410596 22.358809786848727 5.5327341407537434 3.3947953898459682 2.6940806321799746 25.010284535121173 3.192926311865449 4.0222818423062554 3.7982351072132587 6.3127782642841366 10.499823861755429 2.8149063214659682 3.5505019082920626 3.6083031063899389 7.1177130248397598 3.2518107891082773 3.5566744282841691 8.4520008116960508 6.3840413885191092 3.4734703870490176 2.7641651071608075 5.6283754259347916 7.5812723413109788 4.7130909524858007 5338.1131644941106 leaf_count=20400 340 84 31 14 75 16 182 46 29 25 190 30 30 29 27 81 16 75 24 33 30 17 51 51 21 21 50 48 34 64075 internal_value=0 -0.000915162 -0.0155834 -0.0485908 -0.0195321 0.0114467 0.0179065 0.0482443 -0.0229802 -0.0750081 -0.0842975 -0.0800634 0.0693137 0.00773386 -0.00197453 0.0305914 -0.040386 -0.00894761 -0.0384203 -0.0135212 -0.00596592 -0.0255594 -0.0680579 0.0289665 0.0214481 -0.00597571 0.0337752 0.0578145 -0.00683637 0.000390289 internal_weight=0 2300.68 172.931 77.8569 37.0749 95.074 88.8051 39.1069 8.92753 40.782 38.0879 6.26888 30.1793 7.82052 31.0667 16.8126 14.2541 11.4392 13.0776 10.726 49.6982 31.8396 16.7218 17.8586 15.1178 11.866 9.10185 13.9653 8.26977 5373.55 internal_count=86175 21760 1360 644 358 716 670 316 75 286 261 46 241 59 274 108 166 150 71 57 354 224 102 130 122 92 71 99 51 64415 is_linear=0 shrinkage=0.1 Tree=855 num_leaves=31 num_cat=0 split_feature=8 8 7 4 4 4 6 6 3 5 9 7 5 8 6 7 9 3 3 3 7 2 0 2 3 2 0 7 2 7 split_gain=0.315924 1.60971 2.76326 2.18631 5.60439 3.50032 3.36955 2.72157 2.82912 2.39669 1.98998 1.9882 4.6817 2.43765 7.56153 2.58773 1.87735 1.84665 1.71617 1.39484 2.01571 2.35845 1.63301 1.51004 2.21813 3.28225 2.16092 3.33713 2.24135 2.87143 threshold=37.490001645000007 40.321323380000003 91.98459625244142 0.14700999855995181 0.090002503246068968 0.062998499721288695 54.031345367431648 53.494003295898445 563.16000366210949 2.5699650049209599 1.0099684596061709 94.652008056640639 2.6200132369995122 39.379337840000005 57.435873031616218 112.07624816894533 1.048164486885071 865.23950195312511 830.69000244140636 44.471200942993171 88.773273468017592 272.85049438476568 0.26271004974842077 5487.8325195312509 652.61721801757824 3217.5720214843755 0.09000007808208467 98.391803741455092 4589.5473632812509 93.969257354736342 decision_type=10 10 8 8 8 10 8 10 10 10 2 8 10 10 8 8 2 10 10 10 8 8 8 10 10 8 8 10 10 10 left_child=19 2 -2 4 5 7 -5 8 -4 17 -6 -8 13 16 -15 -16 -13 -7 -11 20 -1 22 -22 24 26 -26 27 -21 -28 -30 right_child=1 -3 3 6 10 9 11 -9 -10 18 -12 12 -14 14 15 -17 -18 -19 -20 23 21 -23 -24 -25 25 -27 28 -29 29 -31 leaf_value=0.24491660540677795 -0.083468781299675665 1.6404252980741235e-05 0.049891934337022326 -0.15015627957829253 0.021057487200913952 -0.029220772304046717 -0.088233063948822785 0.084323521591044823 -0.085340794547160481 -0.013442637055573315 0.12624013659987665 -0.10317700606785654 0.1181973715532388 -0.28673825782012752 0.13870915830646743 -0.037682816701726497 0.11670834033527949 0.090014149569318413 -0.10099487830954401 0.040163846796697301 -0.057227484408578735 -0.13864541379191705 0.039159325620492694 -0.018105700586661062 -0.11946875457024038 0.0078306140689221402 -0.0024125484143466495 -0.028304602150983585 0.013041791324427503 0.16182303148690438 leaf_weight=0.24236421680341358 2.6141717381667595 7219.1013112812925 4.0433531096205177 1.5470198839902849 2.3871067231520957 2.570810546167194 1.9416358544549428 8.32323578186333 2.505651680752635 4.7998959235846979 7.2973124887794256 0.49739963248521091 3.4871033504605302 1.1268049998820968 1.062017388641834 3.8348627919338014 1.7700186185538767 2.6253716209903359 4.1960534304380417 29.943474348634481 4.5867457799613476 2.1763756839936343 2.8498600573788044 49.519968311859884 3.7619226816959754 4.3879044524801438 281.81996592346468 9.3386820862069708 4.203284033574163 1.8762004077434538 leaf_count=6 35 77499 27 11 27 19 12 55 33 39 70 101 37 8 8 101 19 26 26 229 30 447 1024 702 284 60 5098 75 55 12 internal_value=0 0.000148144 0.0169422 0.0218017 0.0344299 0.012477 -0.0102499 0.0463777 -0.00184816 -0.0230482 0.100314 0.00552562 0.0209817 -0.0199056 -0.0531726 0.000572427 0.0684725 0.0310227 -0.0542803 -0.00275672 -0.0399047 -0.0470857 -0.0202901 -0.00180543 0.000601708 -0.0509302 0.00188533 0.0238866 -0.00111662 0.0589574 internal_weight=0 7275.73 56.6298 54.0157 38.7488 29.0644 15.2669 14.8722 6.549 14.1921 9.68442 13.7198 11.7782 8.2911 6.02369 4.89688 2.26742 5.19618 8.99595 394.707 9.85535 9.61298 7.43661 384.851 335.331 8.14983 327.182 39.2822 287.899 6.07948 internal_count=86175 78153 654 619 322 225 297 115 60 110 97 286 274 237 117 109 120 45 65 8022 1507 1501 1054 6515 5813 344 5469 304 5165 67 is_linear=0 shrinkage=0.1 Tree=856 num_leaves=31 num_cat=0 split_feature=8 0 8 7 1 7 4 3 4 7 0 6 5 4 5 8 6 1 7 7 2 4 4 7 7 7 1 6 3 9 split_gain=0.27556 1.10345 1.03015 2.30851 2.33565 2.45966 2.24352 3.19973 1.83433 2.80728 2.56857 2.83727 1.12537 0.980827 1.61509 1.04779 3.36738 2.97104 2.76611 2.57516 4.65234 2.08472 1.98801 2.20939 1.89203 1.74774 1.68417 1.67543 3.33699 2.87076 threshold=11.539578135000001 0.044505000114440925 13.758170855000001 96.21506500244142 104.71112442016603 90.314128875732436 0.035801500082015998 142.42850494384768 0.03688549995422364 89.022712707519545 0.40000005066394811 52.079084396362312 2.6462316513061528 0.046223001554608352 2.746313333511353 8.0257143200000005 51.853130340576179 103.16975021362306 89.647022247314467 88.962146759033217 1580.6350097656252 0.1071133352816105 0.077362999320030226 96.21506500244142 92.67895889282228 92.950023651123061 138.72499847412112 53.860177993774421 117.42420196533205 1.024965286254883 decision_type=8 10 8 8 10 10 10 10 8 8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 8 8 8 2 left_child=1 -1 3 4 8 6 7 -6 -2 -10 11 -11 -7 14 -3 26 18 -18 19 20 -17 22 24 -24 -19 -20 27 29 -29 -15 right_child=2 13 -4 -5 5 12 -8 -9 9 10 -12 -13 -14 15 -16 16 17 21 25 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.08532902194742098 -0.090992291672489289 -0.11369342978248376 2.8464074402204762e-06 -0.10689661300787207 0.11545034430170807 0.015123021040101443 -0.11065490300775452 -0.10982857974805056 0.065702304119852617 0.0778994616325282 -0.09795187980658096 -0.060555484864618175 0.11637990800803562 -0.10035056661325457 0.021977809328037372 0.095995042793841773 0.11929521103305513 -0.011807111416229385 -0.11782427043657105 0.10672262173936163 -0.11235426746960922 0.099756585181886903 0.042315558241531749 -0.064354802516574619 0.12060445662945521 -0.001796704638342566 -0.11751026501136795 0.015125153552347823 -0.056944885381502608 0.02289747019722687 leaf_weight=1.3304989100584794 3.9762189937759089 1.7483304596435112 7535.9730862943552 2.6964010954834512 1.747965052723883 1.6995344851166008 1.7561136763542888 0.98619865044020105 3.3508793311193594 2.7372559979557991 4.3620174676179886 3.222557932138443 3.099099162966013 1.9941363874822986 1.7615053243935106 1.8946262449026088 4.5356382094323662 1.9106085244566191 3.2695660404860973 2.4223869256675243 2.4675659108906984 3.1673997770994893 3.286572275683282 4.7451552376151085 2.4797119051218033 2.1532012447714806 1.1790771167725171 14.675619466407403 11.427068595247343 36.151976297358487 leaf_count=85 25 40 83879 65 9 25 19 48 36 24 21 21 35 65 12 15 53 17 29 15 43 28 29 30 24 18 14 751 364 336 internal_value=0 0.00514712 -7.03272e-05 -0.0186784 -0.00984795 0.0307402 -0.0224557 0.0341934 -0.0312101 -0.0138246 -0.0396422 0.00303486 0.0805177 0.00633581 -0.0456032 0.00820055 0.0229277 0.0480621 -0.018509 0.0240482 -0.0218621 0.0273373 0.00887174 -0.0207054 0.0629807 -0.0717536 0.000922853 0.00309631 -0.0164252 0.0164545 internal_weight=0 102.601 7565.61 29.6342 26.9378 9.28891 4.49028 2.73416 17.6489 13.6727 10.3218 5.95981 4.79863 101.27 3.50984 97.7603 32.3324 20.1251 12.2073 6.78458 4.36219 15.5894 12.422 8.03173 4.39032 5.42277 65.4279 64.2488 26.1027 38.1461 internal_count=86175 1968 84207 328 263 136 76 57 127 102 66 45 60 1883 52 1831 301 181 120 73 58 128 100 59 41 47 1530 1516 1115 401 is_linear=0 shrinkage=0.1 Tree=857 num_leaves=31 num_cat=0 split_feature=8 9 7 3 2 9 7 0 0 4 2 4 2 2 7 4 4 0 6 3 7 1 7 2 8 6 6 4 9 7 split_gain=0.261244 2.98376 5.54176 5.11854 4.904 2.54639 2.37321 2.5921 4.3777 5.78693 2.2354 1.29462 2.26433 2.61671 2.56883 2.32258 2.2038 2.14674 2.21672 1.82947 1.81505 1.96899 1.67488 3.87638 2.99306 2.9069 2.40571 3.88506 2.7804 4.80609 threshold=34.179560925000011 1.1076380610466006 94.31333160400392 230.7561950683594 35815.000000000007 1.1043708920478823 95.941101074218764 0.28000500798225408 0.23959012329578402 0.066691000014543547 297.30000305175787 0.15999799966812137 383.94645690917974 267.69500732421881 102.1468963623047 0.16244000196456912 0.18784166872501376 0.27461998164653784 57.369850158691413 38.954999923706062 101.26604461669923 87.642147064208999 96.70874404907228 335.27999877929693 8.0257143200000005 56.852272033691413 52.576929092407234 0.083395499736070647 1.079471290111542 100.14232635498048 decision_type=10 2 8 10 10 2 10 10 8 10 8 8 10 8 10 8 8 10 10 10 10 10 10 10 10 8 10 10 2 10 left_child=1 5 3 -3 10 11 7 8 -7 -10 -4 19 13 15 16 -13 -15 18 -14 -1 -19 -22 23 24 -21 -25 -24 -28 29 -29 right_child=-2 2 4 -5 -6 6 -8 -9 9 -11 -12 12 17 14 -16 -17 -18 20 -20 22 21 -23 26 25 -26 -27 27 28 -30 -31 leaf_value=-0.089848461589574991 0.00012730772593004305 0.12814189149078198 0.083532226820287034 -0.10383098352524166 0.04465681173105953 0.021668031685176867 0.089746862093041516 0.11445189956564353 -0.077448980750722318 -0.64598434468845212 -0.1228579247140817 -0.077894577829758602 0.045073100644304177 0.071161925698874681 -0.12924561014858627 0.026159137739180417 -0.11468791339358125 -0.12124670748284394 0.15635773805557923 -0.01437986730741668 0.11111039764230907 -0.10861662111907165 -0.074174488507251127 -0.00065969026862576605 0.10364597763437147 -0.10492268878534794 0.048972041599520705 -0.039920180783358683 -0.056917187429370353 0.026217354800478116 leaf_weight=2.488283970304848 7313.6887722154343 2.9362094625830428 0.55677722383029227 1.4070059210062025 2.558653198182582 1.7670599855482563 5.8734514880925417 1.1251397235319016 0.5672708154888827 0.26159274578094482 9.1315821105033841 2.4286183773510777 8.3869152953411668 1.8070111796259869 2.8635582281276584 18.377588098074288 0.98629191864820276 1.2135197049315132 2.2756190579384556 3.2694736365228874 1.2033177742196128 0.61691081526805636 6.5979497646912924 195.12235481943935 6.2674839589744806 2.7112092021852723 9.3458950603380782 22.466169585473835 15.426466308534144 21.504564274102449 leaf_count=72 78480 30 1040 54 19 16 54 28 65 2 2319 19 124 15 25 695 222 185 19 29 45 15 69 1841 58 30 97 221 103 184 internal_value=0 -0.00266348 -0.0440595 0.0529931 -0.0784777 -0.000613146 0.0501607 -0.0123234 -0.0672711 -0.256881 -0.110997 -0.00211042 0.0146997 -0.00238302 -0.0626898 0.0140134 0.0055399 0.0477059 0.0688237 -0.00447747 -0.0265154 0.0366406 -0.00372608 0.000913328 0.0631842 -0.00208856 -0.0164957 -0.0109597 -0.0203897 -0.0075746 internal_weight=0 351.544 16.5902 4.34322 12.247 334.954 9.59451 3.72106 2.59592 0.828864 9.68836 325.359 40.1594 26.4631 5.65686 20.8062 2.7933 13.6963 10.6625 285.2 3.03375 1.82023 282.712 207.371 9.53696 197.834 75.341 68.7431 59.3972 43.9707 internal_count=86175 7695 3462 84 3378 4233 165 111 83 67 3359 4068 1364 976 262 714 237 388 143 2704 245 60 2632 1958 87 1871 674 605 508 405 is_linear=0 shrinkage=0.1 Tree=858 num_leaves=31 num_cat=0 split_feature=1 8 8 0 8 5 7 6 0 4 3 3 4 3 6 9 7 7 7 0 4 6 0 6 9 3 6 2 8 7 split_gain=0.256932 1.81214 6.55221 4.16392 3.62931 5.09635 3.57621 5.77044 3.51013 3.67816 4.17774 3.53782 3.09293 2.99436 2.96135 3.67053 3.42124 2.8318 6.03591 3.38835 3.90416 2.81206 2.88457 2.70595 2.6927 2.6214 2.578 2.37347 3.21733 3.31952 threshold=113.19015121459962 46.426018395000007 42.537642925000007 0.58004999160766613 48.641006055000013 2.4702500104904179 100.14232635498048 59.289501190185554 0.22995000332593921 0.087293002754449858 5.4737000465393075 7.752199888229371 0.12996499985456469 65.085384368896499 53.796087265014656 1.018160939216614 93.618850708007827 90.667102813720717 98.050918579101577 0.0069350001867860564 0.059998499229550369 54.469223022460945 0.099210001528263106 1.0000000180025095e-35 1.0232319235801699 89.33499908447267 60.751745223999031 142.59500122070315 44.85843363 93.113033294677749 decision_type=8 8 10 10 8 10 10 8 8 8 10 10 10 10 10 2 8 10 10 10 8 10 8 10 2 10 8 10 10 10 left_child=-1 2 23 12 5 -3 8 -8 9 11 -11 14 13 24 -7 21 -17 19 -19 -13 -21 -16 -23 -2 -4 -5 -25 -15 29 -29 right_child=1 4 3 25 -6 6 7 -9 -10 10 -12 17 -14 27 15 16 -18 18 -20 20 -22 22 -24 26 -26 -27 -28 28 -30 -31 leaf_value=0.00037638138470858781 -0.13623065271840148 0.089571085374207368 -0.065708871660780654 0.071253358435954942 -0.00078519393937425915 -0.091820481679751764 0.11026748430605662 -0.015714437728878157 0.066956892932291942 0.032485420392462876 -0.13796807263887365 0.088330673549226663 0.029643697389705393 -0.14456457621208235 0.035326774902833431 -0.042785062067622753 0.090744148964786386 0.11185654503305331 -0.060908745927731961 0.01726502872750621 -0.10732765918232867 -0.13702472161900786 -0.011851672453113903 -0.0018399100490622306 -0.17503211681212483 -0.063283249948034651 0.085764096501619411 -0.13471209463062353 0.038412141609022454 -0.033969804111805689 leaf_weight=5379.8844958854006 1.47702333757877 9.4220236976716034 5.0505572818219644 4.6397083008196196 1941.6597802297624 5.2522066997698955 8.4128821548074448 6.402777267852799 7.1749518163160237 2.1990626216865996 4.1542441444471478 3.280361593700948 3.8122219685465089 2.3082329761236933 2.9951738491654414 2.9994257250800702 5.3259332254529008 7.8793760892003757 2.7204138450324535 6.9892632246483162 3.928758345544332 4.0052028913050863 3.4071518033742931 203.94253371768355 4.0674729933962226 2.1055181159172207 3.4154500642889607 4.1945641953498187 4.4352383678778997 14.851424399064852 leaf_count=56814 74 144 41 56 26079 40 79 65 74 20 46 24 28 15 21 22 35 63 15 59 31 25 27 1988 34 13 44 34 41 124 internal_value=0 -0.000889809 -0.00884725 -0.0432493 0.000107907 0.0201439 0.0116625 0.0558228 0.00116264 -0.0073992 -0.0789692 0.00192174 -0.0558805 -0.0652205 -0.0254606 -0.0068551 0.0426368 0.0284063 0.0675167 -0.000791503 -0.0275686 -0.0464455 -0.0794879 -0.00135767 -0.114477 0.0292578 -0.00039696 -0.0478056 -0.0382941 -0.0561566 internal_weight=0 2282.51 254.3 45.4649 2028.21 86.5492 77.1272 14.8157 62.3115 55.1366 6.35331 48.7833 38.7197 34.9075 23.9851 18.7329 8.32536 24.7982 10.5998 14.1984 10.918 10.4075 7.41235 208.835 9.11803 6.74523 207.358 25.7895 23.4812 19.046 internal_count=86175 29361 2492 386 26869 790 646 144 502 428 66 362 317 289 170 130 57 192 78 114 90 73 52 2106 75 69 2032 214 199 158 is_linear=0 shrinkage=0.1 Tree=859 num_leaves=31 num_cat=0 split_feature=0 9 9 3 7 9 9 8 7 5 9 7 7 0 7 6 7 9 2 2 2 5 3 4 9 2 7 1 6 1 split_gain=0.275273 1.41414 3.59583 3.05396 2.92385 2.31533 2.08826 3.94974 1.72196 1.64747 3.917 3.16658 2.29198 2.25149 2.42629 3.05345 3.38953 2.68949 1.63016 2.09286 2.84942 1.76146 2.20154 1.72486 1.65247 1.78403 2.36304 2.28403 1.87153 4.11654 threshold=0.59004998207092296 1.1744956374168398 1.2161991596221926 37.920721054077156 91.178050994873061 1.222699046134949 1.1611987948417666 83.945794545000012 101.12480545043947 2.6378600597381596 1.239249646663666 88.037700653076186 94.652008056640639 0.65110000967979442 87.801750183105483 50.680240631103523 86.868511199951186 1.2851773500442507 2881.819946289063 1260.840026855469 1000.029998779297 2.3302499055862431 17.149353027343754 0.078765001147985472 1.2610664963722231 624.97500610351574 95.808643341064467 103.78250122070314 58.876743316650398 85.632835388183608 decision_type=10 2 2 8 8 2 2 10 10 10 2 10 10 8 8 10 10 2 10 8 8 8 10 10 2 8 8 10 10 8 left_child=-1 6 3 4 -3 8 -2 -8 -4 18 12 13 -11 -12 15 16 -15 -17 19 20 24 -20 -23 -22 -7 26 27 -26 29 -28 right_child=1 2 5 -5 -6 9 7 -9 -10 10 11 -13 -14 14 -16 17 -18 -19 21 -21 23 22 -24 -25 25 -27 28 -29 -30 -31 leaf_value=9.4788862358552542e-05 0.0031066876614866444 0.039909252471998377 0.10134994816345783 0.034269606080147147 -0.11260488732899294 -0.063822602429701392 0.15421884077000053 -0.10761839689401952 -0.016460064878182693 -0.0063384455083719442 -0.080804457349440084 0.050890394398844435 -0.17211311185916678 -0.09426598375816847 -0.072648883188845756 0.15160879327541799 0.052521610501742588 0.0051300556659391013 0.090709002933863525 -0.090495900438879909 -0.03217567551490632 0.029487506414815179 -0.10868410679116465 0.12200393174533899 -0.017446227429027353 -0.10761555243503645 0.085380704685223574 0.11058826770263804 0.0086203518436053263 -0.082591594184447226 leaf_weight=7474.1878486618116 75.614300845139525 1.4901968638878269 3.4462765525095156 2.5611942517425641 8.0326193125220016 9.5284895270015095 2.2661998681724067 0.77249308375758108 1.9385710894130168 1.5516241658478969 3.6496701608211879 15.581607769121545 1.8033272381871936 3.0357601556024747 3.0128113719856637 2.8008199743926525 3.2650405075401068 2.2689433942141477 2.5141231021843824 4.7188096506033608 1.0969326338563399 4.0471780383086307 1.6126466598416298 2.1434795755340019 2.677962954323454 1.9431587549388485 1.7602436375455006 2.9044788084229367 8.9871148551719653 8.5254464299555082 leaf_count=82173 1331 21 48 108 213 198 22 132 48 25 54 320 17 33 35 16 20 32 31 174 46 88 57 38 64 106 31 77 240 377 internal_value=0 -0.0038044 -0.0112928 -0.062667 -0.0887384 -0.00474516 0.00637314 0.0876549 0.0589378 -0.00857972 0.00758842 0.0178717 -0.0954443 -0.0106583 0.00714072 0.0282822 -0.0182015 0.0860531 -0.0199737 -0.027547 -0.0200397 0.0210578 -0.00988156 0.0698116 -0.0280545 -0.0153368 -0.00812248 0.0491686 -0.0247171 -0.0538456 internal_weight=0 185.552 106.899 12.084 9.52282 94.8145 78.653 3.03869 5.38485 89.4297 36.9696 33.6147 3.35495 18.033 14.3834 11.3706 6.3008 5.06976 52.4601 44.2861 39.5673 8.17395 5.65982 3.24041 36.3269 26.7984 24.8552 5.58244 19.2728 10.2857 internal_count=86175 4002 2517 342 234 2175 1485 154 96 2079 552 510 42 190 136 101 53 48 1527 1351 1177 176 145 84 1093 895 789 141 648 408 is_linear=0 shrinkage=0.1 end of trees feature_importances: rel_depth=4766 INCL=4098 GR=2702 DTS=2467 LLS=2204 DTC=2156 LLD=1982 DCALI_FINAL=1887 RHOB=1781 NPHI=1757 parameters: [boosting: gbdt] [objective: cross_entropy] [metric: rmse,recall] [tree_learner: serial] [device_type: cpu] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.1] [num_leaves: 31] [num_threads: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 3] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 5] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [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] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [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] [objective_seed: 5] [num_class: 1] [is_unbalance: 1] [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: ] [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:[]