tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=6 objective=binary sigmoid:1 feature_names=risk_score_v2 cust_seg2 avg_tnr income_grade repay_amt_6m_grade query_cnt_3m bank_997_cnt_3m feature_infos=[361:776] [1:8] [0:16.199999999999999] [1:10] [1:10] [0:20] [0:7] tree_sizes=2782 2761 3079 2965 3079 2542 2866 2866 3091 2556 3083 3290 2993 2885 2758 2777 2569 3298 2681 3301 2879 2897 2554 2879 2967 2986 2994 2889 2462 2685 2669 2683 2782 2885 2780 2479 2261 2244 2747 2235 2475 2971 2234 2454 2265 2251 2794 2548 2690 3338 2678 2007 1607 2378 2587 2683 2341 1504 2048 2580 2004 2017 1724 1516 2134 2786 2255 2448 2468 2140 1735 2699 2562 2473 2031 1633 1513 1838 1821 2986 2700 1813 2127 990 1186 1422 1519 1205 887 2365 1628 1306 1826 1509 2754 1300 1945 1835 3194 2432 1206 2356 2364 1005 1631 1097 2681 1942 1096 2160 1709 997 1937 2257 2157 2055 1198 2161 1629 1743 2159 989 992 1945 1721 1825 1842 2467 2238 1097 1520 1950 1959 1312 1622 975 1901 1961 1207 1719 2248 2160 1731 2472 1708 2681 2450 1281 2481 1736 1419 2788 1724 1401 2581 1940 2469 1518 1620 2646 2254 2135 2456 2054 2688 1842 2466 1527 1739 1307 2368 1522 3001 2354 1522 992 1734 1836 2553 1632 1106 1936 1301 1199 1820 2232 2484 2165 2454 1209 1400 1317 1636 2047 1634 1525 885 1731 1741 2481 994 1830 1910 1620 2885 2361 1742 1734 1715 2273 2451 1421 1295 2247 2040 2372 1408 2047 1307 1725 2466 2261 1510 2373 2052 2236 2135 1087 2261 2027 2163 2779 2361 2013 2047 2589 2042 1615 1915 1200 1636 2367 2674 991 1219 2153 1425 2162 1925 2469 1941 2133 1740 1827 1942 2260 1955 1833 2468 2038 1635 1308 898 1313 1205 1523 1205 2462 1926 1538 1415 1408 2580 2236 1532 2156 2586 2694 1728 2345 2489 1197 2563 2457 2373 1830 1406 2447 1948 991 2647 1954 1947 2049 1832 2789 2370 1207 2796 1631 Tree=0 num_leaves=26 num_cat=0 split_feature=2 1 5 5 2 4 1 4 4 2 1 3 2 5 6 6 4 2 6 5 2 3 1 4 2 split_gain=462.767 155.929 83.779 58.9977 41.0774 23.9718 22.0222 21.6851 18.5509 16.0061 14.4274 14.1418 13.2621 11.6724 11.2149 7.13344 6.04088 5.81673 5.72118 5.10154 5.01486 4.89434 11.7812 3.2368 1.94475 threshold=3.3500000000000001 4.5000000000000009 2.5000000000000004 2.5000000000000004 7.5500000000000007 4.5000000000000009 5.5000000000000009 5.5000000000000009 4.5000000000000009 1.8500000000000003 6.5000000000000009 5.5000000000000009 4.6500000000000012 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.3500000000000003 1.0000000180025095e-35 1.5000000000000002 1.9500000000000002 4.5000000000000009 5.5000000000000009 4.5000000000000009 2.3500000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 8 12 9 17 10 11 -1 -5 -3 16 -14 -11 -9 -2 -4 -10 -6 -19 -7 -23 -21 -8 right_child=1 3 6 7 19 21 24 15 18 14 -12 -13 13 -15 -16 -17 -18 20 -20 23 -22 22 -24 -25 -26 leaf_value=-1.1584882932992884 -1.2590344531040123 -1.229766014620661 -1.2393770339623038 -1.2805188682669724 -1.2860570517436798 -1.2106471671186574 -1.2074388076061011 -1.3098399937160163 -1.2899559967295913 -1.254829441319973 -1.219169506191597 -1.2876499852769951 -1.2892071514618397 -1.3104463413296894 -1.1915366859784911 -1.2695740202128547 -1.289642584673387 -1.3073831370436291 -1.2610394345480713 -1.3108888509857113 -1.2687920262840602 -1.2776506264573533 -1.2044161586025595 -1.3267513762754781 -1.2386397278411727 leaf_weight=48.146802514791489 24.158466279506683 87.276712685823441 13.78053358197212 226.10282877087593 9.5272824764251691 25.519506633281708 18.714304864406586 92.380614012479782 22.116905748844147 10.207802653312681 9.016892343759535 11.568843007087706 100.88711622357368 188.50408899784088 36.237699419260025 11.738973051309584 43.723421365022659 8.8467622995376569 65.329936981201172 48.146802514791489 56.313044637441635 13.27014344930649 8.6766322553157789 259.78857752680779 16.502614289522171 leaf_count=283 142 513 81 1329 56 150 110 543 130 60 53 68 593 1108 213 69 257 52 384 283 331 78 51 1527 97 internal_value=-1.28126 -1.2943 -1.2204 -1.27389 -1.31019 -1.19485 -1.25272 -1.2863 -1.25136 -1.17999 -1.27789 -1.23659 -1.29846 -1.30311 -1.2045 -1.30519 -1.27866 -1.2678 -1.26843 -1.32328 -1.27443 -1.22602 -1.24641 -1.32439 -1.22035 internal_weight=1456.48 1200.27 256.216 525.532 674.736 142.059 114.157 339.239 186.292 94.5923 235.12 98.8456 357.273 289.391 46.4455 104.12 67.8819 78.9403 87.4468 317.463 65.1598 47.4663 21.9468 307.935 35.2169 internal_count=8561 7055 1506 3089 3966 835 671 1994 1095 556 1382 581 2100 1701 273 612 399 464 514 1866 383 279 129 1810 207 is_linear=0 shrinkage=1 Tree=1 num_leaves=25 num_cat=0 split_feature=0 0 0 0 0 0 2 2 0 0 1 3 4 2 3 1 4 0 0 0 2 0 0 3 split_gain=869.663 135.659 103.4 26.629 21.1846 19.3656 13.7514 10.5684 8.5388 8.53589 7.77611 6.41374 6.36177 4.17394 3.32514 3.09075 2.99282 2.45057 2.38232 2.34056 1.54976 1.22057 1.68553 0.971605 threshold=597.50000000000011 544.50000000000011 643.50000000000011 565.50000000000011 516.50000000000011 610.50000000000011 4.1500000000000012 3.1500000000000008 670.50000000000011 584.50000000000011 3.5000000000000004 5.5000000000000009 3.5000000000000004 7.3500000000000005 4.5000000000000009 4.5000000000000009 5.5000000000000009 540.50000000000011 635.50000000000011 577.50000000000011 4.4500000000000011 495.50000000000006 498.50000000000006 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 10 21 11 16 19 -4 -9 13 12 -2 -3 17 -12 -7 -6 -8 -5 -16 23 -23 -1 right_child=2 3 8 7 14 6 18 9 -10 -11 15 -13 -14 -15 20 -17 -18 -19 -20 -21 -22 22 -24 -25 leaf_value=-0.047285417564853632 0.010155976241312974 0.018749698750483702 0.092949211101362006 0.0080132305984230556 -0.0095022829334310728 0.074893867466430925 0.036377909037411622 -0.0058585088122684315 0.1297248522160864 0.01279614871604942 -0.028802603864366939 -0.0020223744455403728 0.043086231723782308 -0.020774815452467382 -0.01655798625377634 -0.015289778707618476 0.039630288760206737 -0.035330652923679422 0.064101841310773913 0.033179172945397344 -0.033000476069537113 -0.026338717251605245 -0.045570915506495988 -0.058631947598886493 leaf_weight=121.25778867304325 20.600793063640594 19.729403421282772 67.832732200622559 14.340899661183355 39.056595608592033 87.153033927083015 63.284546047449112 164.86903841793537 38.289776265621185 96.223003312945366 84.265873268246651 13.009005039930342 62.470149368047714 8.8220877945423108 20.487003415822983 99.115437567234039 11.105169668793677 11.989669680595396 11.54103861749172 34.42895719408989 171.28998053073883 19.70717716217041 111.7068233191967 66.377712979912758 leaf_count=728 119 117 385 83 232 496 369 971 214 565 501 76 363 53 120 582 64 71 67 198 1020 118 668 399 internal_value=7.50408e-05 -0.0226431 0.0655746 -0.00425834 -0.0396698 0.0487483 0.0588182 0.00506903 0.107352 0.00102 -0.0178789 0.0301374 0.0351973 0.00607814 -0.0282828 -0.0216487 0.0713982 -0.0162272 0.041509 0.0261892 -0.0313649 -0.0482052 -0.0429453 -0.0516154 internal_weight=1458.95 1083.67 375.286 521.795 561.873 269.164 173.084 309.862 106.123 261.092 211.933 96.0799 83.0709 28.5515 242.823 183.381 98.2582 51.0463 74.8256 48.7699 191.777 319.05 131.414 187.636 internal_count=8579 6426 2153 3070 3356 1554 996 1817 599 1536 1253 558 482 170 1443 1083 560 303 436 281 1140 1913 786 1127 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=28 num_cat=0 split_feature=0 0 0 0 0 0 5 6 0 0 0 6 5 0 0 3 4 0 6 0 0 1 1 3 0 0 6 split_gain=745.17 150.234 93.5963 37.1662 19.3642 15.1408 4.33725 4.5514 4.11233 4.55108 3.61462 7.62069 4.69731 3.91183 3.70991 2.82282 2.80195 2.7376 2.61805 3.83024 2.7309 2.58648 3.40473 2.55201 2.22541 1.75096 1.57578 threshold=584.50000000000011 617.50000000000011 544.50000000000011 646.50000000000011 516.50000000000011 563.50000000000011 4.5000000000000009 1.5000000000000002 670.50000000000011 651.50000000000011 602.50000000000011 1.0000000180025095e-35 3.5000000000000004 599.50000000000011 589.50000000000011 3.5000000000000004 3.5000000000000004 606.50000000000011 1.5000000000000002 551.50000000000011 561.50000000000011 4.5000000000000009 6.5000000000000009 4.5000000000000009 495.50000000000006 498.50000000000006 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 4 21 24 18 7 -7 9 -5 12 23 13 -2 -14 -6 -8 -13 20 -20 -4 -3 -23 -12 -1 -26 -17 right_child=1 3 5 8 15 6 16 -9 -10 -11 11 17 14 -15 -16 26 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 leaf_value=-0.051100333665719304 0.0298458763436074 0.085322600248498651 -0.015208609663467652 0.11340405254280264 -0.0020101009150523086 -0.0090947100540358962 -0.010500055282382756 0.0085236907991790411 0.11748530659989215 0.074624119505480285 0.019788694791938739 0.052611381676498037 0.026708997372854766 0.0029783486857733799 0.000277908240787111 -0.035077680251171604 0.017639464589385433 0.030804170849028589 -0.0073030382346859924 -0.034230865564581811 0.0095402761623386203 0.052566292343902546 0.082263367672810575 -0.013434630686377659 -0.023578850318156111 -0.043267457777970558 -0.025427816862040632 leaf_weight=181.43638125061989 84.995148375630379 13.691916972398756 113.32682040333748 18.272390231490135 10.69153670966625 96.012675315141678 9.6667553484439832 57.766170620918274 42.072926536202431 41.302885070443153 10.931768774986269 24.669756576418877 17.824072137475014 16.863293528556824 46.456744432449341 83.155696958303452 52.599409446120262 60.713864862918854 20.701545029878616 42.259596914052963 11.422842234373091 108.76999142765999 14.945209875702856 10.131754443049429 18.430375874042511 112.05970597267151 152.75150641798973 leaf_count=1123 489 77 678 99 64 564 57 339 220 223 62 141 104 96 270 503 312 343 124 252 68 603 82 58 112 688 922 internal_value=0.000584531 0.0492882 -0.0253301 0.0781623 -0.038573 -0.00694856 0.00205978 -0.00243184 0.101442 0.0882767 0.0237544 0.0311142 0.0188511 0.0255186 0.0079803 -0.0278477 0.0130949 0.0376989 -0.0172991 -0.0257078 -0.0128448 0.0602965 0.0568247 0.00369674 -0.04692 -0.0407251 -0.0289841 internal_weight=1473.92 511.642 962.281 239.055 558.525 403.756 216.045 153.779 101.648 59.5753 272.586 106.447 166.139 101.858 64.2808 246.599 62.2662 85.3836 187.711 62.9611 124.75 137.407 123.715 21.0635 311.926 130.49 235.907 internal_count=8673 2867 5806 1304 3412 2394 1272 903 542 322 1563 604 959 585 374 1489 369 484 1122 376 746 762 685 120 1923 800 1425 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=27 num_cat=0 split_feature=0 0 0 0 0 0 0 2 5 6 2 0 0 4 2 0 2 6 2 6 0 5 5 0 2 2 split_gain=649.899 142.122 72.1279 28.005 13.0433 9.48542 8.48368 7.19742 6.92714 5.43027 4.41353 4.08476 3.68506 3.27445 8.10889 5.5486 3.12886 2.85867 4.01548 2.55899 2.38113 2.37471 2.1351 1.94426 1.05717 0.879366 threshold=581.50000000000011 619.50000000000011 531.50000000000011 643.50000000000011 563.50000000000011 495.50000000000006 610.50000000000011 4.1500000000000012 7.5000000000000009 1.0000000180025095e-35 4.6500000000000012 579.50000000000011 665.50000000000011 4.5000000000000009 5.4500000000000011 596.50000000000011 7.7500000000000009 2.5000000000000004 4.7500000000000009 1.5000000000000002 654.50000000000011 2.5000000000000004 4.5000000000000009 628.50000000000011 8.7500000000000018 2.6500000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 5 17 8 -1 13 21 9 -4 25 -9 20 14 -2 -15 22 18 -3 -12 -5 -6 -7 -19 -18 -8 right_child=1 3 4 12 7 16 10 11 -10 -11 19 -13 -14 15 -16 -17 24 23 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.050079628917315357 0.012931131722002262 0.065532447145145473 -0.026788929262442942 0.088427899866287712 0.030076139947957145 -0.02059603448034698 0.062897897992406068 -0.0048474500635477058 -0.045540857616289822 -0.011979630318347673 0.004244683606189876 -0.030917756824800198 0.10306084492537848 0.0017842140751344198 0.040313457066529994 0.02309268531859102 -0.047916766988835471 0.017508985337571861 0.03796928170236525 0.036858426292805696 0.059810710201515419 0.0056754810305516034 -0.034384161219255104 0.047989283320186538 -0.035004844940440344 0.038575898037583184 leaf_weight=179.67848964035511 84.481543123722076 68.687757819890976 95.806675434112549 36.567854091525078 15.489543482661245 58.621570080518723 12.624541118741034 127.54641851782799 22.927289083600044 187.85700733959675 13.607038348913195 16.284894526004791 51.898721307516098 76.233268246054649 40.586131125688553 50.835957422852516 48.259264647960663 11.077795624732973 24.180384159088135 10.866675838828085 25.39293347299099 28.498439997434616 77.395734682679176 15.68484355509281 65.166628584265709 21.633285626769066 leaf_count=1147 477 367 582 190 89 361 68 755 140 1139 77 96 259 440 233 288 302 60 133 61 132 166 480 84 408 119 internal_value=-0.000554417 0.0427308 -0.0260921 0.0721457 -0.0130188 -0.0410776 0.020461 -0.00259069 -0.0193616 -0.0170755 0.0375755 -0.0080268 0.0902182 0.0163219 0.022106 0.0104618 -0.0343992 0.0542984 0.05889 0.0198004 0.0779156 0.0148564 -0.0286718 0.0366379 -0.0409129 0.0492105 internal_weight=1467.89 544.359 923.532 233.49 494.41 429.122 310.868 187.819 306.591 283.664 58.7315 143.831 113.86 252.137 125.068 127.069 249.443 119.631 92.8681 24.4737 61.9608 43.988 136.017 26.7626 113.426 34.2578 internal_count=8653 2988 5665 1225 2967 2698 1763 1106 1861 1721 325 851 581 1438 710 728 1551 644 500 138 322 255 841 144 710 187 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=28 num_cat=0 split_feature=0 0 0 0 0 0 0 5 3 2 0 3 2 2 6 3 0 0 2 0 1 2 5 0 0 0 5 split_gain=592.943 102.779 68.0964 23.1499 11.481 10.087 8.22798 8.10287 4.75656 4.764 4.30356 4.08646 6.33379 5.07439 4.04027 3.55325 3.55245 3.51538 3.49916 2.87704 2.75571 2.55157 1.70268 1.44616 2.04636 1.31902 0.22528 threshold=584.50000000000011 620.50000000000011 537.50000000000011 646.50000000000011 565.50000000000011 495.50000000000006 603.50000000000011 3.5000000000000004 5.5000000000000009 4.7500000000000009 670.50000000000011 4.5000000000000009 5.4500000000000011 5.9500000000000011 1.0000000180025095e-35 4.5000000000000009 597.50000000000011 567.50000000000011 2.4500000000000006 561.50000000000011 5.5000000000000009 4.7500000000000009 4.5000000000000009 518.50000000000011 527.50000000000011 498.50000000000006 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 5 8 15 26 7 20 9 -3 18 12 -8 -13 22 19 -9 -16 -5 -4 -2 -17 -6 25 -25 -7 -1 right_child=1 3 4 10 14 23 11 16 -10 -11 -12 13 -14 -15 17 21 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 leaf_value=-0.049600738121593463 0.017640516552742187 0.060525254770963335 -0.012715609668790298 0.086193673697067846 -0.018405023791137207 -0.021157406203281697 0.02942070045202369 -0.0052241616520191658 0.016711399887540685 0.035071207037490386 0.098131880346865596 0.028060855097902515 0.06496703529784835 -0.010982063699148125 0.026621554593262233 -0.010187345274592766 0.021039417333096437 4.7346600748003322e-05 0.056331255768348 0.01272366054510436 0.035573599798532092 -0.02443776478569442 0.00037843255537621068 -0.021517573745959456 -0.034167294685664033 -0.038737005110308281 -0.035000495320417394 leaf_weight=151.86744694411755 81.988738551735878 81.28738309442997 67.950842827558517 30.199888125061989 40.216624066233635 17.627944380044937 47.12748309969902 51.709424018859863 11.050138548016546 32.13094000518322 44.454003810882568 42.740555539727211 18.998915448784828 9.4985867291688901 12.911219239234923 43.595489889383316 16.011061862111092 121.75772760808468 33.090468898415565 12.224169865250586 32.299777418375015 155.50201976299286 16.273105606436729 71.540682226419449 82.332420855760574 122.27720057964325 16.652018845081329 leaf_count=1000 462 420 415 149 238 111 254 298 58 173 211 234 105 53 76 263 91 714 167 73 180 955 96 449 513 784 110 internal_value=-0.000780059 0.0412627 -0.0248103 0.0662007 -0.011366 -0.0384263 0.0218114 0.0149506 0.0506405 0.0537275 0.0834993 0.0321057 0.0405238 0.0207949 -0.00187817 -0.0178125 0.00112834 0.00280942 0.0717774 -0.00866636 0.0230167 -0.0214089 -0.0129946 -0.0325419 -0.0284952 -0.0367233 -0.0484025 internal_weight=1465.32 532.587 932.729 232.213 470.431 462.298 300.375 182.009 124.468 113.418 107.744 118.366 66.1264 52.2391 191.159 279.273 67.7205 134.669 63.2904 80.175 114.289 199.098 56.4897 293.778 153.873 139.905 168.519 internal_count=8652 2855 5797 1178 2830 2967 1677 1031 651 593 527 646 359 287 1124 1706 389 790 316 488 642 1218 334 1857 962 895 1110 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=23 num_cat=0 split_feature=0 0 0 0 0 6 0 2 6 0 2 3 2 2 6 4 0 0 3 2 0 0 split_gain=522.619 129.057 39.183 28.3594 9.80972 7.80051 6.46461 6.93301 5.79731 5.50279 5.01171 4.73194 6.81302 4.05678 3.98071 3.87835 3.6592 3.16964 1.6617 1.05814 0.38833 6.78442 threshold=602.50000000000011 565.50000000000011 646.50000000000011 525.50000000000011 615.50000000000011 1.0000000180025095e-35 566.50000000000011 3.1500000000000008 1.0000000180025095e-35 495.50000000000006 5.4500000000000011 4.5000000000000009 4.1500000000000012 2.8500000000000001 1.0000000180025095e-35 3.5000000000000004 556.50000000000011 577.50000000000011 4.5000000000000009 6.7500000000000009 651.50000000000011 661.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 9 8 16 -3 17 18 -1 -9 12 -6 -10 -13 -7 -5 -8 -2 -11 -4 -22 right_child=2 6 20 5 11 15 7 10 13 19 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 leaf_value=-0.047393137767836054 0.014846852711609777 0.043203826808491934 0.091050537762835379 -0.035063108508434422 0.063254740935953277 0.003491299460165782 0 -0.0048724965180974395 0.011129370721572917 -0.0273046719195809 0.0082947734236868409 0.0066406716606118715 0.035988973910918175 0.03836086756643687 0.040326067539195057 -0.017108216024365477 -0.013826547429011597 0.02686647185730719 -0.013474393925331403 -0.037163015678864583 0.048519652363637866 0.080571293685687495 leaf_weight=162.49963970482349 9.6166324019432086 10.746694654226301 19.43348640203476 98.704913914203644 68.302363127470016 24.689508259296417 13.982183769345282 135.33638769388199 19.580894842743874 64.367312848567963 152.34506997466087 11.945209041237829 44.213793218135834 61.318405315279961 43.439291015267372 221.05513556301594 28.883234366774559 46.15326988697052 9.0715130716562253 120.18113382160664 32.44072799384594 62.910534232854843 leaf_count=1103 52 63 93 623 343 151 80 780 103 413 888 62 233 333 224 1372 177 255 51 785 159 292 internal_value=-5.40235e-05 -0.0178591 0.0501023 -0.0300472 0.0393145 -0.0203654 0.00662923 0.00536421 0.026311 -0.0403595 0.00208764 0.0467963 0.052996 0.0320472 0.0333962 -0.0150126 -0.0304394 0.0206666 0.000859199 -0.0339172 0.0746417 0.0703352 internal_weight=1461.22 1078.94 382.273 720.381 267.488 373.333 358.564 347.817 99.5874 347.048 287.681 167.901 112.516 80.8993 55.3845 245.745 127.588 60.1355 18.6881 184.548 114.785 95.3513 internal_count=8635 6690 1945 4624 1401 2323 2066 2003 539 2301 1668 862 576 436 286 1523 800 335 103 1198 544 451 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=26 num_cat=0 split_feature=0 0 0 0 0 0 2 0 2 2 4 6 3 0 0 0 2 2 0 2 0 3 4 6 3 split_gain=474.851 76.3629 67.2272 21.9429 12.7768 10.0364 7.97607 5.6185 8.90833 6.86847 4.54798 2.88917 2.78184 4.14961 3.78571 2.6367 2.16836 4.36134 2.74251 1.82913 1.63678 1.55394 2.43903 2.26565 0.637678 threshold=585.50000000000011 619.50000000000011 535.50000000000011 670.50000000000011 563.50000000000011 495.50000000000006 3.3500000000000001 603.50000000000011 6.7500000000000009 2.2500000000000004 6.5000000000000009 3.5000000000000004 4.5000000000000009 518.50000000000011 498.50000000000006 577.50000000000011 6.0500000000000007 5.4500000000000011 611.50000000000011 4.1500000000000012 590.50000000000011 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 5 11 21 24 15 8 9 -2 -8 19 13 -7 -14 -6 17 -9 -18 -3 -10 22 -4 -23 -1 right_child=1 3 4 -5 6 12 10 16 20 -11 -12 -13 14 -15 -16 -17 18 -19 -20 -21 -22 23 -24 -25 -26 leaf_value=-0.042245563136975771 0.035803630455286756 0.050623594993277267 0.0022497484582188003 0.08634660572636442 0.0087834126162033982 -0.033761941701871918 -0.0023429293992876152 0.026359487476051865 0.05692917330268852 0.00356261631746546 -0.03147454399870208 0.072588701986186971 -0.0081346210005296109 -0.002410760908398459 -0.034317000303641536 0.0369319879049156 0.027238800085069178 0.061157183378632421 -0.0072337233705513154 0.037690401295214358 0.026634769504524987 -0.026888396540955956 -0.016491571879448771 -0.01491772004249404 -0.052728934396206267 leaf_weight=101.28729985654354 18.189747735857964 129.95105639100075 25.220339849591255 51.21592678129673 21.627359107136726 19.609929740428925 175.008983746171 81.047029227018356 9.3452063500881213 125.04299719631672 13.594231709837912 15.23254783451557 16.117931589484215 22.738740280270576 205.9203075915575 14.235994040966032 11.919555559754373 10.443680569529532 9.4890713542699796 63.129312589764595 16.548930361866951 64.776368752121925 50.426012963056564 126.49359963834286 60.085239842534065 leaf_count=707 98 627 155 228 124 131 1033 429 53 702 81 75 105 145 1359 79 64 56 51 321 93 413 315 791 423 internal_value=-1.77703e-05 0.0370641 -0.0219359 0.0566089 -0.0092914 -0.0364616 -0.000466954 0.0189243 0.0129754 0.00791156 -0.00462399 0.048896 -0.0301755 -0.0174875 -0.0324838 0.0207914 0.0276 0.031004 0.0120953 0.0466367 0.0394642 -0.0166643 -0.0102302 -0.0191165 -0.0464804 internal_weight=1458.7 541.555 917.142 259.529 491.383 425.759 224.467 282.026 169.127 143.233 188.603 208.313 264.387 42.3487 222.038 35.8634 112.899 91.4907 21.4086 193.08 25.8941 266.916 75.6464 191.27 161.373 internal_count=8658 2797 5861 1251 2991 2870 1317 1546 946 800 1114 1023 1740 276 1464 203 600 485 115 948 146 1674 470 1204 1130 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=26 num_cat=0 split_feature=0 0 0 0 0 0 5 6 2 0 5 2 2 0 2 5 0 2 3 2 0 2 0 0 0 split_gain=400.411 105.787 41.0811 24.0671 8.74682 7.1952 5.79691 5.74475 5.26528 4.95883 5.28479 3.42244 3.34356 4.31359 2.74119 2.46806 4.48623 2.36807 2.23459 1.87611 1.80214 1.72398 1.5066 1.32946 0.322965 threshold=602.50000000000011 530.50000000000011 643.50000000000011 565.50000000000011 518.50000000000011 615.50000000000011 7.5000000000000009 1.0000000180025095e-35 2.5500000000000003 566.50000000000011 3.5000000000000004 4.5500000000000007 7.0500000000000007 522.50000000000011 4.4500000000000011 1.5000000000000002 673.50000000000011 2.5500000000000003 3.5000000000000004 4.6500000000000012 495.50000000000006 8.9500000000000011 498.50000000000006 651.50000000000011 635.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 6 20 7 14 19 24 -5 -11 -9 13 -6 -3 16 23 -17 -10 -2 -1 -14 -22 -4 -7 right_child=2 3 15 9 12 8 -8 11 18 10 -12 -13 21 -15 -16 17 -18 -19 -20 -21 22 -23 -24 -25 -26 leaf_value=-0.04632871092136609 0.010939028636795257 -0.002219700208883599 0.06111025609043063 0.034717232288238808 0.0071404610156744763 0.05565936684491616 -0.03847794982785413 0.016701501404712833 0.042437448197971205 0.0079931730202568597 -0.0044667712610862364 0.038165052498914991 -0.040797166231129049 -0.024536685399088164 -0.014991165948058547 0.094046321782989453 0.073797508140107715 0.059823976690443752 0.025249989917316841 -0.018123496038599207 -0.020531571419901296 -0.01819284656608355 -0.038972518356711172 0.038536569524329004 0.036158436227430556 leaf_weight=157.706040173769 10.153793767094614 52.12935034930706 16.559378609061241 11.687955826520918 15.838733240962027 37.42029857635498 23.368025675415993 48.401544347405434 32.242239356040955 204.11926355957985 144.06267963349819 34.277999222278595 29.099279627203941 29.036457285284996 248.39326691627502 20.396198347210884 35.307265117764473 21.066320389509201 75.003778398036957 9.9536377489566785 17.684229537844658 16.791720047593117 114.40923736989498 33.997289389371872 13.063279211521147 leaf_count=1138 55 322 76 67 104 180 152 252 161 1157 837 181 194 189 1580 92 153 99 377 55 116 112 785 157 62 internal_value=-0.000849495 -0.0167035 0.0425755 -0.0049173 -0.0377981 0.0309607 -0.0147873 0.0202334 0.0377483 0.00396842 0.00282544 0.0260095 -0.0236842 -0.0133353 -0.0128071 0.0658746 0.0588405 0.0785947 0.0308077 -0.00338774 -0.0421048 -0.0331971 -0.0367141 0.0470692 0.0515107 internal_weight=1452.17 1064.33 387.843 683.761 380.566 260.517 323.891 102.787 157.73 359.87 348.182 82.6795 90.7662 44.8752 300.523 127.326 85.8639 41.4625 107.246 20.1074 289.8 45.891 132.093 50.5567 50.4836 internal_count=8653 6753 1900 4115 2638 1323 2054 543 780 2061 1994 433 599 293 1902 577 386 191 538 110 2039 306 901 233 242 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=28 num_cat=0 split_feature=0 0 0 0 0 0 0 6 0 5 5 5 2 3 3 0 3 2 2 2 2 2 0 0 0 4 6 split_gain=370.813 62.5235 60.652 13.7834 9.54145 8.86646 5.51745 5.42093 4.39992 4.30244 3.78505 3.75369 3.72631 3.48858 3.14215 3.053 3.01165 2.93445 2.72948 2.68473 2.55622 2.03428 1.13088 0.5266 1.72217 0.526538 0.358127 threshold=581.50000000000011 615.50000000000011 531.50000000000011 661.50000000000011 495.50000000000006 565.50000000000011 579.50000000000011 1.0000000180025095e-35 566.50000000000011 1.5000000000000002 2.5000000000000004 7.5000000000000009 2.9500000000000006 4.5000000000000009 3.5000000000000004 602.50000000000011 4.5000000000000009 4.6500000000000012 6.9500000000000011 6.3500000000000005 1.0500000000000003 0.35000000000000003 498.50000000000006 478.50000000000006 455.50000000000006 5.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 4 12 23 11 8 9 -7 -2 15 17 20 -11 -12 -9 -14 -4 19 -6 -3 -5 -20 24 -1 -13 -8 right_child=1 3 5 21 18 6 26 10 -10 13 14 25 16 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.051256454454329747 -0.021270877168064917 0.032765302823873958 -0.0030442640165954681 0.083138720487768242 -0.027100572706785727 0.03119607437077733 -0.015224589367158212 0.01713942925149747 0.00024220516964003976 0.022829422635588445 -0.0063590628313668733 -0.023803011541409489 0.039045783826827933 -0.00229315180786616 0.014958865472311157 0.036498492607756214 0.021336528758997719 -0.015644170907995806 -0.016519213248521816 -0.0060151904160381225 0.053638206602494437 0.05727711421946944 -0.035974309784465884 -0.052246708812792378 -0.034145092132009745 -0.045020134650141715 -0.032108193482958937 leaf_weight=37.409200817346573 15.150707527995108 29.109430745244026 59.605730026960373 20.874119505286217 67.058424711227417 11.566919326782225 12.731914877891542 55.712781429290771 137.07908625900745 22.280539140105247 19.433247685432434 14.057349294424059 87.231689944863319 32.844449743628502 113.12875157594681 36.873427644371986 41.405222341418266 232.35133767127991 11.668631121516226 21.11240366101265 67.870510593056679 47.423192158341408 121.81879714131355 62.423326298594475 50.843274414539337 9.2663790881633741 9.0163904279470426 leaf_count=280 83 133 369 89 451 65 75 305 806 123 106 93 425 186 624 189 205 1491 78 143 316 206 849 463 379 62 53 internal_value=-0.000530872 0.0299737 -0.0214998 0.0462766 -0.0366632 -0.00981328 -0.000584552 0.0136358 0.00287667 0.00140765 0.0174074 -0.0147675 0.0399154 0.0079977 0.0117721 0.0252104 0.0335927 -0.013108 -0.0297318 -0.0222319 0.0478224 0.0663392 -0.0344463 -0.0465636 -0.0419474 -0.0339423 -0.0235477 internal_weight=1447.35 589.338 858.009 293.914 372.334 485.675 170.394 295.424 148.646 70.2757 225.148 315.281 225.617 55.125 132.562 92.5862 128.637 291.957 221.658 88.1708 96.9799 68.2973 133.487 150.676 88.2525 23.3237 21.7483 internal_count=8647 2990 5657 1374 2643 3014 999 1616 871 392 1224 2015 1079 309 730 494 630 1860 1521 594 449 295 927 1122 659 155 128 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=23 num_cat=0 split_feature=0 0 0 0 4 0 0 2 5 2 5 1 1 0 5 3 2 0 0 0 5 2 split_gain=372.219 79.9042 32.2865 24.4435 9.92513 6.32037 6.29217 6.16399 5.38983 5.50184 4.3692 4.21891 3.23322 3.21856 3.16073 2.62088 2.59227 3.53038 4.68261 2.17328 1.9701 0.676977 threshold=597.50000000000011 518.50000000000011 646.50000000000011 564.50000000000011 4.5000000000000009 612.50000000000011 496.50000000000006 6.8500000000000005 7.5000000000000009 4.6500000000000012 2.5000000000000004 4.5000000000000009 3.5000000000000004 498.50000000000006 4.5000000000000009 4.5000000000000009 0.35000000000000003 687.50000000000011 670.50000000000011 614.50000000000011 4.5000000000000009 3.5500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 8 10 11 -1 19 9 -3 -5 21 -6 -8 -13 -10 -4 18 -18 -7 -15 -2 right_child=2 3 16 4 12 7 13 -9 15 -11 -12 14 -14 20 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.047777789874968883 0.01221108394868281 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internal_value=-0.000399137 -0.0174428 0.0377321 -0.00875083 0.00120145 0.0291148 -0.0407338 0.0347676 -0.0172391 -0.0152668 0.0111361 0.0198155 -0.00626852 -0.0314152 0.0247766 -0.0357952 0.0594821 0.0539503 0.0579497 0.0368815 -0.0341799 0.00224922 internal_weight=1429.98 988.721 441.259 721.175 332.085 317.882 267.546 195.665 389.09 353.599 142.606 122.217 189.479 117.833 94.7592 35.4909 123.377 95.5689 82.4687 185.071 105.912 27.4574 internal_count=8571 6444 2127 4457 1908 1590 1987 944 2549 2307 812 646 1096 841 499 242 537 419 364 890 761 147 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=28 num_cat=0 split_feature=0 0 0 0 2 0 4 2 4 1 2 0 6 0 0 0 0 6 6 2 5 2 2 0 0 1 2 split_gain=330.321 54.3879 54.2171 10.4851 7.26338 6.6903 6.15472 6.14201 4.28217 4.25054 3.70622 3.52451 5.98386 3.32758 4.34229 3.67421 2.99126 7.54706 5.3088 2.27774 2.00631 3.24441 1.3376 0.900981 3.56148 0.722209 0.187233 threshold=585.50000000000011 619.50000000000011 535.50000000000011 507.50000000000006 3.3500000000000001 548.50000000000011 5.5000000000000009 7.3500000000000005 4.5000000000000009 3.5000000000000004 8.0500000000000025 643.50000000000011 1.5000000000000002 540.50000000000011 542.50000000000011 539.50000000000011 600.50000000000011 1.5000000000000002 1.5000000000000002 0.35000000000000003 7.5000000000000009 8.4500000000000011 6.7500000000000009 496.50000000000006 498.50000000000006 5.5000000000000009 5.5500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 3 23 6 13 19 9 -9 -7 16 12 -6 15 -15 -4 17 -2 -18 -3 22 -22 -5 26 -25 -13 -1 right_child=1 4 5 20 11 7 -8 8 -10 -11 -12 25 -14 14 -16 -17 18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 leaf_value=-0.025430527329850364 0.017353595309089396 0.069637974978038766 -0.015130164276029468 -0.016428269310694996 0.013312658070280304 0.017233666741496397 0.016766186335035477 -0.00060955843760616946 -0.025343156381294796 -0.0036324924021763415 0.04200030623105331 0.032753049663669188 0.042914513405537258 -0.04695784228626982 -0.017854964627621785 0.019367806471191257 0.0094294349859077621 -0.0065609563135336849 0.028995712800810522 0.050983004937210322 -0.049065739050697166 -0.0069569514878378052 -0.02650844132918443 -0.0094532305228089732 -0.04104225356261091 0.054119568153464248 -0.045038373826361368 leaf_weight=6.8565842956304541 80.52179066836834 34.529294699430466 32.860003665089607 67.957284361124039 37.843783110380173 25.862146198749542 12.309651628136633 26.489530757069588 53.4105024933815 262.11922237277031 11.104043677449225 14.457144916057585 33.402554422616959 17.392875790596008 55.335025399923325 8.9692817628383619 80.430744275450706 54.330161958932877 63.536732092499733 109.55402889847755 18.446175351738933 6.8470111936330786 94.443138837814331 12.881451517343519 40.1007229834795 25.823652416467667 138.97243434935808 leaf_count=53 446 147 218 464 183 158 56 162 337 1585 60 65 161 115 362 59 415 300 321 482 132 50 673 87 296 114 1101 internal_value=-0.000414362 0.0295778 -0.0196863 -0.0336219 0.0457948 -0.008465 0.053012 -0.00513318 -0.0173138 -0.00168815 0.0144684 0.0352487 0.0276621 -0.0189843 -0.0254252 -0.00733667 0.0132078 0.00770454 0.0182395 0.0559373 -0.0248372 -0.0385549 -0.0224473 -0.0417245 -0.0337721 0.0475512 -0.04433 internal_weight=1426.79 557.844 868.943 386.505 267.92 482.439 156.393 367.881 79.9 287.981 289.923 111.527 71.2463 114.557 72.7279 41.8293 278.819 134.852 143.967 144.083 187.694 25.2932 162.4 198.811 52.9822 40.2808 145.829 internal_count=8602 2750 5852 2856 1208 2996 685 2242 499 1743 1542 523 344 754 477 277 1482 746 736 629 1319 182 1137 1537 383 179 1154 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=30 num_cat=0 split_feature=1 5 2 2 5 3 6 3 6 3 5 4 5 2 6 1 2 2 4 1 1 2 4 4 4 3 2 2 2 split_gain=149.907 56.2308 40.8058 21.888 13.6793 12.3034 12.6525 10.8892 11.325 10.5655 7.8486 7.42986 5.82556 5.78161 5.49363 5.09268 6.02058 4.69438 4.67267 4.30751 2.80361 2.72347 2.57657 2.54539 2.19428 1.98435 1.8788 1.87639 1.06129 threshold=4.5000000000000009 2.5000000000000004 5.9500000000000011 3.3500000000000001 3.5000000000000004 4.5000000000000009 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 5.5000000000000009 5.5000000000000009 0.35000000000000003 1.0000000180025095e-35 5.5000000000000009 4.7500000000000009 4.6500000000000012 4.5000000000000009 5.5000000000000009 6.5000000000000009 6.1500000000000012 5.5000000000000009 4.5000000000000009 3.5000000000000004 3.5000000000000004 12.15 7.7500000000000009 3.6500000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 13 9 15 11 10 22 27 28 -7 -10 25 23 24 -17 -12 -11 -16 -15 -6 -9 -5 -3 -2 -23 -4 -1 right_child=1 5 4 14 21 6 -8 8 12 18 17 -13 -14 20 19 16 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.046823555796802231 0.07655395879122491 -0.010099718773007308 0.021889161977124483 0.014152081734396221 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18.58895505219698 24.088321261107922 81.263457238674164 20.872609034180641 13.077185846865175 12.66173382848501 18.540944874286652 leaf_count=58 65 95 114 130 84 991 59 183 456 131 148 454 163 510 490 190 162 136 449 357 115 1971 126 142 469 90 107 83 103 internal_value=0.000761237 0.0151875 -0.0173717 0.0289313 -0.0268073 0.00234998 -0.00476011 -0.000312385 -0.00830722 -0.0120037 0.0146237 -0.00726772 0.00124962 0.0421466 0.0179721 0.0127677 0.0231709 0.00177502 -0.0212572 0.0223614 0.0367775 -0.0325648 -0.02809 0.00303756 0.00535046 0.0605612 -0.0335927 0.0122775 0.0341007 internal_weight=1430.69 797.027 633.662 384.131 407.44 412.896 245.444 226.223 147.858 115.198 78.365 234.842 100.157 172.645 211.486 167.452 68.5327 48.0289 83.6499 162.805 136.202 292.242 47.7006 48.6812 98.9195 36.4429 279.773 31.548 30.3362 internal_count=8631 4319 4312 1899 2939 2420 1504 1373 928 777 445 1445 619 780 1119 916 352 284 580 847 625 2162 309 272 564 155 2078 197 161 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=27 num_cat=0 split_feature=0 0 0 0 0 3 6 6 4 3 6 5 4 0 6 0 5 6 6 0 1 0 6 0 0 0 split_gain=254.041 79.5967 23.3472 9.33588 7.66838 6.58069 6.75094 11.2657 4.58119 4.06651 3.27133 2.84851 2.38709 2.2146 3.28535 2.20467 2.06907 2.66964 1.85738 1.59549 0.761933 2.32169 0.752254 1.2821 0.497712 0.149492 threshold=600.50000000000011 538.50000000000011 643.50000000000011 509.50000000000006 565.50000000000011 4.5000000000000009 1.5000000000000002 2.5000000000000004 5.5000000000000009 4.5000000000000009 2.5000000000000004 4.5000000000000009 4.5000000000000009 638.50000000000011 3.5000000000000004 666.50000000000011 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 520.50000000000011 4.5000000000000009 495.50000000000006 1.0000000180025095e-35 654.50000000000011 457.50000000000006 550.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 20 16 13 12 -8 10 19 -6 -11 -7 14 -2 22 17 -3 -10 -5 24 -22 -4 -24 -1 -18 right_child=2 4 15 9 8 6 7 -9 18 11 -12 -13 -14 -15 -16 -17 25 -19 -20 -21 21 -23 23 -25 -26 -27 leaf_value=-0.049023781940397623 0.029277814562546068 -0.015325317804009753 0.057315361126445467 -0.023353074252607062 0.0082983637023391291 0.010770903126773188 0.04876304960085312 0.0010229580230949004 -0.01070726177438518 -0.019053840273638684 -0.0067580332117227393 -0.03321729783880039 -0.0093287387181538711 0.010839412313613045 0.058075691954553067 0.057446017245726233 -0.015362845968991233 -0.003876082696211619 0.0093554382291746851 -0.0006499291944699815 -0.043946827514484893 -0.010839736761145751 0.045201777951638822 0.027708301248260465 -0.038198985217372722 -0.032435411968477573 leaf_weight=34.266343332827091 152.72818692028522 76.431044533848763 12.017294079065321 10.418251737952231 217.11621768772602 33.887019962072372 26.719810903072357 22.770491719245911 71.243326917290688 74.51518839597702 42.071921929717064 85.846436232328415 24.489502370357513 16.131680458784103 11.410587161779402 61.727298140525818 7.1478388905525199 156.84946842491627 12.663049295544623 25.71028670668602 10.319324471056463 12.605102419853209 35.726303607225418 28.500280663371086 137.21909712255001 8.3978453725576383 leaf_count=291 732 508 52 77 1226 169 130 110 415 528 236 626 124 73 54 253 51 1011 73 173 84 93 154 124 1106 58 internal_value=7.92349e-05 -0.0138964 0.0322829 -0.0313761 -0.00231105 0.0240068 0.0139528 0.0273522 0.00252321 -0.0234071 0.00581858 -0.0268258 0.0022396 0.029885 0.0316496 0.0492334 -0.0089802 -0.00769801 -0.00754601 -0.00778407 -0.0392439 -0.0271657 0.0418621 0.0380596 -0.0406627 -0.0262907 internal_weight=1408.93 982.821 426.108 390.9 591.921 288.137 107.867 49.4903 343.095 196.49 259.188 160.362 58.3765 180.27 164.139 137.971 248.826 233.281 83.9064 36.1285 194.41 22.9244 76.2439 64.2266 171.485 15.5457 internal_count=8531 6556 1975 2978 3578 1392 533 240 1950 1404 1462 1154 293 859 786 583 1628 1519 488 250 1574 177 330 278 1397 109 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=26 num_cat=0 split_feature=0 0 0 6 0 0 5 0 5 5 0 4 5 0 0 1 0 2 0 6 0 6 2 0 2 split_gain=253.677 46.0346 42.9832 12.3133 9.47945 8.64568 7.60745 5.65687 5.98793 3.22799 3.07112 2.62159 3.40653 2.36965 2.96369 2.32524 2.14633 2.12133 1.89397 1.64321 1.49261 1.46096 1.02421 0.368798 0.0368885 threshold=581.50000000000011 643.50000000000011 516.50000000000011 1.0000000180025095e-35 563.50000000000011 610.50000000000011 3.5000000000000004 579.50000000000011 6.5000000000000009 7.5000000000000009 495.50000000000006 4.5000000000000009 1.5000000000000002 671.50000000000011 651.50000000000011 4.5000000000000009 657.50000000000011 4.4500000000000011 498.50000000000006 1.5000000000000002 608.50000000000011 1.5000000000000002 4.2500000000000009 507.50000000000006 8.1500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 10 11 9 6 -5 8 -6 17 -1 20 -13 14 -3 -9 -16 -4 24 -15 -2 -11 -7 -20 -12 right_child=1 13 4 5 7 22 -8 15 -10 21 18 12 -14 19 16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 leaf_value=-0.041859365640060493 0.0011259179602017859 0.055231212417655329 -0.0044346721755676383 0.020890531545230375 -0.0017037267810736179 0.032581283737828419 0.00073043981302628989 -0.0057271433506542822 0.031556427202462212 -0.036376379030742735 -0.0063997204048210354 -0.028498554841828772 0.00086542405913368032 0.07281261153392736 0.018854469831180099 -0.041146837571505571 0.041897035650909256 -0.015706637910058739 -0.037337768918347204 0.047635650880527527 0.017262158955353549 -0.0097895497461216851 0.023149421404878717 -0.027311080237265157 -0.015054757810278863 leaf_weight=132.16556125879288 31.784909307956696 33.964916855096817 51.227944508194923 130.76159644126892 153.63904902338982 105.14405658841133 73.494932934641838 8.8325544744730013 13.818521678447722 25.401802629232407 7.6339967846870413 12.313106656074522 36.890502780675888 20.972151175141335 19.690934583544731 10.828149303793905 32.935808897018433 295.1169498860836 39.297340497374535 29.910710737109184 26.46477584540844 8.269742399454115 67.116029188036919 49.932734772562981 8.2198267728090268 leaf_count=1141 172 144 326 684 906 476 405 53 83 188 54 65 200 85 85 64 140 2025 310 121 125 60 323 387 59 internal_value=-7.6821e-05 0.0238928 -0.0186079 0.0165609 -0.0110847 0.0208127 0.0136999 -0.00182782 0.00118224 -0.0156129 -0.0364489 0.00156198 -0.00680455 0.049362 0.0428475 -0.0265239 0.033881 -0.0140714 -0.0292664 0.0593125 0.00870915 -0.0304615 0.0290901 -0.0321472 -0.0118108 internal_weight=1425.83 621.444 804.384 483.97 567.135 376.517 204.257 187.118 167.458 380.016 237.249 107.453 49.2036 137.475 86.5917 19.6607 52.6267 346.345 105.084 50.8829 58.2497 33.6715 172.26 89.2301 15.8538 internal_count=8681 3025 5656 2450 3705 1888 1089 1106 989 2599 1951 562 265 575 369 117 225 2351 810 206 297 248 799 697 113 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=25 num_cat=0 split_feature=0 0 0 0 0 5 0 5 2 1 2 2 2 2 0 0 0 3 0 5 5 2 2 2 split_gain=214.122 41.7339 28.9436 9.09776 6.41122 5.3749 4.8397 4.49575 4.63287 4.20767 3.588 3.83627 3.21444 2.57851 2.48868 2.66846 2.37758 1.92786 1.58914 2.08544 1.03356 2.00994 1.438 0.933706 threshold=581.50000000000011 518.50000000000011 643.50000000000011 549.50000000000011 619.50000000000011 4.5000000000000009 638.50000000000011 4.5000000000000009 3.3500000000000001 3.5000000000000004 8.6500000000000004 2.2500000000000004 3.5500000000000003 2.3500000000000001 651.50000000000011 657.50000000000011 455.50000000000006 4.5000000000000009 658.50000000000011 1.5000000000000002 2.5000000000000004 7.6500000000000012 8.7500000000000018 3.3500000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 4 5 10 12 23 8 -5 -9 11 -2 -3 18 -15 -16 -1 -7 -4 -20 21 -18 -22 -6 right_child=2 3 13 7 6 17 -8 9 -10 -11 -12 -13 -14 14 15 -17 20 -19 19 -21 22 -23 -24 -25 leaf_value=-0.048843191066329297 0.0257111685974661 -0.038184886280617565 0.034289737761589979 0.010191381050682192 0.034351832959364212 -0.011756377461236074 0.0031286485298518234 0.030704416381155359 -0.010941072089933909 0.00070131489690706172 0.040441770505912002 0.0092614383593700687 -0.0068551865957230326 0.047537759621963487 0.0057266802650934121 0.033226834123211563 0.0013028940920492701 -0.02805092790902235 0.045371505969061587 0.073376200190215166 -0.037590824969829698 -0.031348118087834213 -0.027123117686861077 0.023791047532443075 leaf_weight=30.366793468594551 40.4810681194067 8.0322112739086133 23.310479313135147 29.10787071287632 56.04852594435215 26.792133659124374 22.195391267538071 12.524508029222487 184.28295333683491 89.221542745828629 10.294612899422644 291.93588112294674 112.72616268694401 22.146101623773575 13.579309925436972 30.500647574663162 7.3494325056672123 90.320695355534554 37.529233410954475 14.487134516239164 110.34005919843912 10.560956612229345 77.426665879786015 66.538586661219597 leaf_count=276 201 51 97 166 246 183 100 80 1141 562 55 1543 783 94 59 127 57 655 152 59 905 86 662 311 internal_value=0.00028411 -0.0170506 0.0220285 -0.00949389 0.016173 -0.0168621 0.0250312 -0.00388065 -0.00800106 0.00470613 0.0123543 0.0113508 -0.00927664 0.0419044 0.0333274 0.025181 -0.0346186 -0.0244966 0.0488441 0.0545023 -0.0322681 -0.0183252 -0.0334674 0.0288989 internal_weight=1418.1 789.052 629.047 553.008 487.494 237.871 144.783 315.137 213.391 101.746 342.712 332.417 120.758 141.553 66.2261 44.08 236.044 117.113 75.3268 52.0164 205.677 17.9104 187.767 122.587 internal_count=8651 5607 3044 3621 2456 1672 657 1949 1307 642 1799 1744 834 588 280 186 1986 838 308 211 1710 143 1567 557 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=25 num_cat=0 split_feature=0 0 0 0 0 0 4 1 0 0 0 0 1 3 3 5 4 1 0 0 0 4 1 0 split_gain=210.629 53.559 25.7273 8.22948 5.20627 4.90966 2.70664 3.56881 3.03287 2.4283 3.63176 2.38138 3.58007 2.35746 2.24061 1.77294 2.07217 1.77184 2.04158 1.58632 1.15572 1.21824 0.784281 0.500492 threshold=563.50000000000011 615.50000000000011 518.50000000000011 643.50000000000011 585.50000000000011 614.50000000000011 4.5000000000000009 5.5000000000000009 580.50000000000011 703.50000000000011 687.50000000000011 639.50000000000011 6.5000000000000009 4.5000000000000009 6.5000000000000009 8.5000000000000018 4.5000000000000009 3.5000000000000004 495.50000000000006 610.50000000000011 560.50000000000011 4.5000000000000009 4.5000000000000009 457.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 14 11 6 19 7 -2 -8 10 -5 12 -3 20 17 16 -15 23 -19 -6 21 -4 -16 -1 right_child=1 3 13 9 5 -7 8 -9 -10 -11 -12 -13 -14 15 22 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.051971576986732909 0.0015770382553363339 0.023618409802008678 -0.00010970517353215813 0.040977774362534351 0.010132828483875289 -0.021438196984816943 -0.00083647364037265639 0.025951511636512582 -0.020181851749125127 0.063686637408867305 0.012301567078175864 0.007179389698657313 0.050140428525066762 -0.023414392567995039 -0.046602934818698316 -0.03673525124040191 -0.013016826307719283 -0.036459105245779028 -0.01953324226169283 0.022303021778261493 0.0086220107549404186 -0.013287936912652277 -0.022989414411620473 -0.034925545998022695 leaf_weight=11.45568887144327 78.773682326078415 144.92404608428478 26.085927098989487 118.24384200572968 235.38201910257339 10.695891857147215 102.98732550442219 17.761511042714119 24.445995002985001 12.709712356328962 13.911512792110441 19.805367141962051 14.582151830196379 70.065409228205681 60.175796419382095 10.795490100979803 189.02621974796057 33.189846023917198 54.259067215025425 31.373408958315849 8.9791890531778318 57.94049534201622 7.8997696787118903 67.185203768312931 leaf_count=107 457 659 171 491 1242 52 617 100 143 51 56 89 65 479 538 83 1330 299 432 152 57 392 66 577 internal_value=-0.000345893 0.0160039 -0.0229512 0.0318137 0.00572961 0.0102945 3.18523e-05 0.00633305 -0.00471474 0.0408111 0.0381117 0.024331 0.0263715 -0.0145261 -0.0358694 -0.0169104 -0.015927 -0.0321364 -0.0263533 0.0116608 -0.00744773 -0.00930498 -0.0443076 -0.0380928 internal_weight=1422.65 825.596 597.058 324.177 501.42 277.451 223.969 96.5352 127.433 144.865 132.155 179.312 159.506 362.893 234.165 269.887 259.092 166.09 87.4489 266.755 93.0056 84.0264 68.0756 78.6409 internal_count=8705 4174 4531 1411 2763 1446 1317 557 760 598 547 813 724 2512 2019 1892 1809 1415 731 1394 620 563 604 684 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=23 num_cat=0 split_feature=0 0 0 0 2 2 2 5 0 2 4 6 2 4 0 5 1 5 0 0 0 5 split_gain=181.177 47.4119 17.341 12.0065 4.92491 4.45841 4.38021 5.17905 3.84631 3.56808 3.50984 5.25096 2.82805 5.16512 4.75047 2.81391 2.46775 1.42721 1.28931 1.45506 0.486991 0.246486 threshold=597.50000000000011 548.50000000000011 620.50000000000011 507.50000000000006 0.95000000000000007 1.5500000000000003 8.5500000000000025 6.5000000000000009 699.50000000000011 10.250000000000002 4.5000000000000009 1.0000000180025095e-35 4.1500000000000012 5.5000000000000009 635.50000000000011 7.5000000000000009 3.5000000000000004 1.5000000000000002 455.50000000000006 461.50000000000006 563.50000000000011 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 18 -2 -3 7 -5 12 -8 17 -12 13 -4 -14 16 -7 -6 21 -20 -17 -1 right_child=2 5 8 6 10 15 9 -9 -10 -11 11 -13 14 -15 -16 20 -18 -19 19 -21 -22 -23 leaf_value=-0.05128446787476041 -0.016413532804354848 0.024671798204503197 0.037485238947510442 -0.017330208182667603 0.019259967746751802 0.010419733522250327 0.0013849740869443267 -0.036971868767107854 0.059780307801441085 -0.024876375988213059 -0.0025988406842695514 0.030231612377387931 0.0095863565691762676 0.0073519938102958307 0.034701679213847321 -0.032813685513184698 -0.0030768881866496357 0.0057754622195980657 -0.008488320412335066 -0.033466655171290043 -0.011989247543048379 -0.029642145783480817 leaf_weight=20.237748511135582 12.033491209149359 14.299231573939322 171.37113328278065 183.01018844544888 26.765981674194336 35.783663749694824 45.136067882180214 42.631771989166737 13.471812188625334 16.905633956193924 14.684286981821058 60.05443486571312 38.464632213115692 16.562158703804016 39.488838285207748 6.9610540121793738 412.87004472315311 79.004265233874321 7.5000241622328749 134.75379432737827 8.9856181740760785 8.7158288359642011 leaf_count=198 57 75 720 1323 129 219 342 331 54 130 77 297 178 72 172 51 2464 391 70 1199 53 85 internal_value=-0.000172191 -0.0128887 0.0250621 -0.0243561 0.0133713 -0.00186216 -0.0179734 -0.02121 0.0330255 -0.00597271 0.015464 0.0237661 0.0314322 0.0349091 0.0226507 -0.00274078 -0.00196853 0.00938308 -0.0348855 -0.0322531 -0.0227745 -0.0461436 internal_weight=1409.69 937.791 471.901 458.891 192.542 478.9 287.684 225.642 279.359 62.0417 180.509 74.7387 265.887 187.933 77.9535 464.6 448.654 105.77 171.207 142.254 15.9467 28.9536 internal_count=8687 6540 2147 3678 951 2862 2126 1654 1196 472 894 374 1142 792 350 2787 2683 520 1552 1269 104 283 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=30 num_cat=0 split_feature=0 0 0 0 2 0 2 2 4 6 5 5 5 3 2 6 0 3 2 2 2 4 2 2 0 2 0 0 0 split_gain=152.668 33.6626 28.118 7.52847 7.00166 5.01487 3.81853 4.51341 3.59056 6.0238 4.78552 3.25469 3.18937 3.18015 2.76322 3.79321 5.06765 4.83777 2.41429 3.09149 2.40725 2.23365 2.53284 2.07697 1.59429 1.18022 2.37196 1.18818 0.563315 threshold=581.50000000000011 530.50000000000011 619.50000000000011 670.50000000000011 4.6500000000000012 507.50000000000006 9.8500000000000032 10.450000000000001 5.5000000000000009 1.5000000000000002 5.5000000000000009 3.5000000000000004 1.5000000000000002 4.5000000000000009 3.8500000000000001 1.0000000180025095e-35 604.50000000000011 5.5000000000000009 0.55000000000000016 1.6500000000000001 7.7500000000000009 5.5000000000000009 3.3500000000000001 3.6500000000000008 697.50000000000011 9.4500000000000011 502.50000000000006 478.50000000000006 684.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 14 21 8 25 12 -8 10 -10 -3 20 -6 -13 18 17 -17 -16 -2 -20 -7 23 -23 -4 28 26 -1 -27 -5 right_child=2 4 3 24 6 11 7 -9 9 -11 -12 13 -14 -15 15 16 -18 -19 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 leaf_value=-0.025835389985871052 -0.0078327744904484048 -0.0067373751592307426 0.031294796550379499 0.044215510201120092 0.0044283368145641598 0.0034851329929094553 0.035455519373718491 -0.013727371941798978 0.0022234155680145493 0.046649422558759854 0.026260219241173083 -0.0052888951159762339 -0.012667747055619552 -0.029322113890989848 0.0007981921322396283 0.0022084055341829562 0.021181439347350558 -0.036083987358975562 0.036379263566564679 0.012646376965510015 -0.02166190207163084 -0.0052993848491193381 0.026295591195769942 0.020520692692207024 0.062121662405852318 -0.031491774357734065 -0.049837218382111595 -0.048716501425888931 0.025759375622276051 leaf_weight=87.122419849038124 10.611970245838164 67.763022124767303 128.05659149587154 24.958748608827591 29.028393298387527 21.236748084425926 8.9074031338095683 7.8597248420119277 22.326733462512493 10.888581961393355 12.061143174767492 17.758294828236103 302.36428565531969 81.437699548900127 42.298751220107079 106.71698911488056 52.247730910778046 10.163078233599661 15.841237574815748 101.58465178310871 15.541150055825709 12.414770841598513 11.023714408278463 89.777022868394852 15.71965532004833 35.428146600723267 13.29337617754936 29.713693358004093 13.955239638686178 leaf_count=802 52 405 538 100 184 157 61 55 142 66 77 135 2016 654 229 575 251 58 76 518 123 54 50 400 63 348 115 271 56 internal_value=9.00631e-05 -0.0149776 0.0181811 0.0294314 -0.00644559 -0.0279467 -0.00995336 0.0126442 0.00430699 0.017871 -0.00142648 -0.0204584 -0.0111464 -0.0251653 0.00830202 0.00471927 0.00856905 -0.00679452 0.014097 0.0161704 -0.00730096 0.0253916 0.00982388 0.0269913 0.0464048 -0.033907 -0.0295222 -0.040042 0.0385333 internal_weight=1398.1 762.731 635.37 295.906 461.199 301.532 348.16 16.7671 113.039 33.2153 79.8242 135.974 331.393 99.196 339.464 211.427 158.965 52.4618 128.038 117.426 36.7779 241.272 23.4385 217.834 54.6336 165.558 100.416 65.1418 38.914 internal_count=8631 5611 3020 1261 3006 2605 2316 116 690 208 482 1069 2200 789 1759 1113 826 287 646 594 280 1042 104 938 219 1536 917 619 156 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=24 num_cat=0 split_feature=0 0 0 0 3 0 2 3 6 6 4 6 6 2 2 3 0 0 2 6 0 2 0 split_gain=150.91 38.2477 17.1753 4.90665 4.70147 4.19683 3.6343 3.24459 3.09558 3.04572 2.74181 2.85938 2.45753 5.12672 4.49881 2.38001 2.39341 2.21633 1.63856 1.96853 0.957699 0.41218 0.428405 threshold=563.50000000000011 619.50000000000011 507.50000000000006 670.50000000000011 5.5000000000000009 594.50000000000011 2.7500000000000004 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2.8500000000000001 2.9500000000000006 7.5000000000000009 552.50000000000011 591.50000000000011 5.1500000000000012 2.5000000000000004 496.50000000000006 1.4500000000000002 684.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 18 4 8 6 9 10 -3 -2 -4 -12 14 -14 -7 16 -9 -8 -1 20 -20 -5 -23 right_child=1 3 7 21 -6 12 17 15 -10 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 leaf_value=-0.0099523993216589085 -0.0064588023917659569 0.013874287757265655 0.018910838920796966 0.048911248680426435 -0.00029813394684035071 0.028150651777701957 0.0016636951907583485 -0.019643729502792931 0.02971660319926045 0.02564176401964002 -0.0053709397105975295 -0.034133763152692592 -0.0020221730727686595 0.01884037929344759 -0.0071694266283572287 0.0108989141607609 -0.0088186100153011659 -0.013583713895554539 -0.038529777320233778 -0.0043534247729836717 -0.02672529007030024 0.040840749461016651 0.022670750645784013 leaf_weight=8.7176177874207479 9.3878109902143461 41.910263985395432 8.9987253472208959 26.666664287447929 16.75210365653038 10.807350888848303 256.26329144835472 231.79694935679436 181.97920456528664 26.005861386656761 80.664923466742039 8.9037527292966825 37.33390000462532 128.53745137155056 36.982878029346466 6.8937880843877783 71.054944977164268 25.254130989313126 108.33797124028206 5.8736442625522605 38.110895827412605 16.235232353210453 12.716601178050039 leaf_count=77 51 182 59 107 74 53 1496 1755 778 137 562 61 178 636 197 53 481 139 1071 55 331 65 51 internal_value=0.000290493 0.0139285 -0.019496 0.0282939 0.0249443 0.00585969 0.00217597 -0.0139624 0.0268482 0.0170465 -0.00590138 -0.00863069 0.0112646 0.0141307 0.00112869 -0.0164842 -0.0171578 0.000234956 -0.033323 -0.0345542 -0.0356938 0.0420018 0.0340502 internal_weight=1396.19 826.833 569.353 296.26 240.642 530.573 316.911 408.313 223.889 35.3937 98.5674 89.5687 213.662 165.871 47.7902 309.746 302.852 281.517 161.04 152.323 146.449 55.6185 28.9518 internal_count=8649 4144 4505 1257 1034 2887 1823 2971 960 188 682 623 1064 814 250 2289 2236 1635 1534 1457 1402 223 116 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=30 num_cat=0 split_feature=0 0 0 2 5 6 4 0 3 5 2 5 5 0 0 2 4 6 2 0 6 0 0 3 2 2 4 4 2 split_gain=142.483 35.4795 21.3081 5.46103 5.40828 5.87025 6.03803 5.12433 3.94931 3.25503 3.30828 4.82962 3.53389 2.36618 2.22493 2.10032 1.8674 5.27527 2.50017 1.69301 1.6734 1.54857 2.29639 1.5168 1.3733 1.23931 1.02675 0.892357 0.845843 threshold=563.50000000000011 615.50000000000011 518.50000000000011 4.7500000000000009 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 636.50000000000011 4.5000000000000009 7.5000000000000009 4.4500000000000011 5.5000000000000009 4.5000000000000009 670.50000000000011 495.50000000000006 1.3500000000000003 5.5000000000000009 2.5000000000000004 5.5500000000000007 498.50000000000006 2.5000000000000004 482.50000000000006 455.50000000000006 5.5000000000000009 8.1500000000000004 10.850000000000003 5.5000000000000009 3.5000000000000004 8.1500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 14 13 5 6 -2 8 -5 10 11 -4 -12 23 21 -7 18 -18 -6 28 -15 22 -1 -3 26 -21 -11 -9 -16 right_child=1 3 9 7 16 15 -8 27 -10 24 12 -13 -14 20 19 -17 17 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.044326559952249593 0.013266306060252506 0.028154717296207332 -0.0062181319503037159 0.012302747690482924 -0.0011726414442234231 -0.0057426320809187519 -0.021931984488108822 0.01615813783756544 -0.019764586933411946 -0.02037224685393205 -0.0075874250664109272 0.031270283603902445 -0.019445807178256849 0.046995193710542081 0.0031248089949923695 0.017937973599598141 -0.012635375928422184 0.022275759689594433 0.0091616400720689953 -0.029963104986166274 0.02330439985473123 -0.046674328929164288 -0.024286222583196376 0.010117263629162453 -0.0083836959644048581 -0.0042420204160097405 -0.047386130829941947 0.037504158180907576 -0.019649822772188144 leaf_weight=25.970054738223553 24.042356804013252 188.70862500369549 39.831815406680107 29.933867320418358 145.43642607331276 9.2561862021684629 22.657081171870232 11.775792196393015 12.886268258094786 10.98315996676684 163.33751845359802 9.8651193976402265 105.91812065243721 33.117765814065933 7.1316469311714155 137.35533821582794 58.029973402619362 12.220679789781569 95.951353639364243 80.693676270544529 15.206675618886946 36.573547191917896 49.274549804627895 14.926947295665739 8.2533470019698125 5.8357934951782218 9.3027009069919568 16.52263405919075 7.0684167072176933 leaf_count=277 128 799 260 137 791 44 129 50 61 85 1159 66 779 133 56 718 337 69 545 704 61 369 494 65 67 53 76 71 57 internal_value=7.15416e-05 0.0132439 -0.019384 0.0261607 0.00493417 0.0114831 -0.00380774 0.0135155 0.00230751 -0.0116791 -0.0101426 0.00159492 -0.0123254 0.0296426 -0.0318435 0.0163803 0.000832114 -0.00626472 0.00293544 -0.0257047 0.0402652 -0.0370524 -0.0317592 0.0269129 -0.0277565 -0.0283538 -0.0346394 0.0296468 -0.00842977 internal_weight=1388.07 828.028 560.039 323.079 504.949 193.311 46.6994 71.1186 42.8201 347.492 318.953 49.6969 269.256 251.96 212.548 146.612 311.638 70.2507 241.388 100.73 48.3244 111.818 75.2446 203.636 28.5392 86.5295 20.2859 28.2984 14.2001 internal_count=8640 4138 4502 1377 2761 1019 257 319 198 2492 2264 326 1938 1058 2010 762 1742 406 1336 870 194 1140 771 864 228 757 161 121 113 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=26 num_cat=0 split_feature=0 0 0 0 0 0 3 4 6 5 0 0 0 1 6 0 0 3 6 3 6 1 4 6 6 split_gain=134.086 36.1184 16.8723 4.74233 4.34806 3.98025 3.88427 3.53078 4.19271 3.30616 4.49018 3.15649 2.98858 2.20271 1.90386 1.84701 2.34299 1.68492 1.62949 0.865082 0.741447 0.625075 0.620883 0.58392 1.93135 threshold=563.50000000000011 619.50000000000011 495.50000000000006 666.50000000000011 587.50000000000011 589.50000000000011 4.5000000000000009 4.5000000000000009 3.5000000000000004 4.5000000000000009 498.50000000000006 597.50000000000011 583.50000000000011 6.5000000000000009 1.5000000000000002 516.50000000000011 550.50000000000011 4.5000000000000009 1.5000000000000002 6.5000000000000009 1.5000000000000002 3.5000000000000004 7.5000000000000009 1.5000000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 18 13 7 -6 15 12 -9 14 -11 -7 -2 17 -8 -4 -17 -3 19 22 -15 -20 -1 -5 -25 right_child=1 3 6 23 5 11 9 8 -10 10 -12 -13 -14 20 -16 16 -18 -19 21 -21 -22 -23 -24 24 -26 leaf_value=-0.036733676936382693 0.0030608136714617281 0.023693320181806352 -0.022809419884078874 0.046217046049304156 0.029834804811462258 -0.00094690119180250323 -0.0089453473914927126 -0.0073944863228683922 0.027174586165105593 0.011687550982642257 -0.024485877682694786 0.010796902885191098 0.025862842483112367 0.042812728258499022 -0.020635290460760795 0.0024732664608369693 -0.01412813913236882 0.013005023012309656 -0.006184656015640686 -0.048173044796593019 0.023612682817985939 -0.028908748548502946 -0.016964600752835814 0.017237022037868147 0.04254040251096522 leaf_weight=48.69163129478693 91.746787220239639 140.52613414824009 13.664535626769064 27.573465302586555 20.4020074903965 80.935769438743591 123.72283719480038 134.85595351457596 8.3527040481567365 8.3088703751564008 158.25119002908468 187.07683353126049 16.30689500272274 18.706133514642715 51.354225978255272 57.876797176897526 32.057029128074646 59.476939827203751 7.2511006742715818 33.148351699113846 16.165308773517609 6.7432876154780388 8.2420490980148298 16.65871462225914 19.91814224421978 leaf_count=505 531 597 118 111 110 437 931 800 48 67 1269 911 86 78 373 407 212 258 76 356 67 69 86 67 80 internal_value=-3.84479e-05 0.0125297 -0.0192247 0.026443 0.00477669 0.00895458 -0.0149082 -1.56305e-05 -0.0051691 -0.0174868 -0.0225925 0.00724153 0.00675343 0.0229093 -0.0125004 -0.00627071 -0.00347963 0.0206202 -0.0373257 -0.0399329 0.034958 -0.0186656 -0.0343003 0.0387539 0.0319146 internal_weight=1388.01 838.702 549.312 299.025 539.677 288.415 445.235 251.262 143.209 341.637 166.56 268.013 108.054 234.875 175.077 103.598 89.9338 200.003 104.076 90.082 34.8714 13.9944 56.9337 64.1503 36.5769 internal_count=8650 4181 4469 1258 2923 1458 3377 1465 848 2640 1336 1348 617 1000 1304 737 619 855 1092 947 145 145 591 258 147 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=26 num_cat=0 split_feature=0 0 0 0 0 0 6 5 0 5 0 0 6 3 1 0 0 5 6 6 0 0 0 0 0 split_gain=107.008 25.3302 15.7937 7.01308 6.33873 4.10839 3.92466 2.89588 2.7854 2.56322 6.88784 4.8351 2.50794 4.70404 2.10081 1.8914 1.32005 1.24172 1.79416 1.53399 1.21625 0.571684 1.55028 0.521746 0.505956 threshold=588.50000000000011 516.50000000000011 670.50000000000011 556.50000000000011 610.50000000000011 495.50000000000006 1.5000000000000002 4.5000000000000009 513.50000000000011 3.5000000000000004 600.50000000000011 599.50000000000011 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 613.50000000000011 511.50000000000006 7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 560.50000000000011 482.50000000000006 480.50000000000006 490.50000000000006 683.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 17 9 21 -4 14 16 11 -11 -2 13 -6 -5 -14 -7 18 -3 -19 -9 22 -1 -23 -8 right_child=2 3 6 7 12 8 24 20 -10 10 -12 -13 15 -15 -16 -17 -18 19 -20 -21 -22 23 -24 -25 -26 leaf_value=-0.032992115013591027 0.019675616559872145 -0.017486028623417908 0.057445896532264555 -0.0073220221593450277 0.017634798504689138 -0.018054552893880537 0.017429621925460152 0.018722377224574465 -0.039907674999695289 -0.012662158717668532 0.01926040217919783 0.00090633114963294906 0.033986165556813143 -0.01203921259844856 0.0051558772131620649 0.018209979691049955 8.5953067898422231e-05 -0.030248120431434329 -0.0086589665840656541 -0.0007689185075179716 0.0027698502661941088 -0.048522081023562182 -0.0046137629868928274 -0.029121698743750597 0.034119189633445811 leaf_weight=63.117795430123806 67.792164698243141 91.025456763803959 22.797451749444008 188.73423662781715 39.480515465140343 64.098201267421246 13.191366091370581 13.568184897303579 13.912091083824633 46.659624695777893 25.152633413672447 69.829163819551468 22.478092193603516 18.889016419649124 39.788940832018852 234.20880813896656 11.19682042300701 19.260141633450989 178.33760412782431 6.1605299785733214 76.793464682996273 21.147977963089943 6.0366049334406844 14.359289787709711 18.866075664758682 leaf_count=682 353 685 92 1129 172 575 53 95 123 259 126 341 104 87 228 1000 99 163 1293 50 463 228 64 153 76 internal_value=-0.000532882 -0.0122941 0.0158452 -0.00728211 0.0131086 -0.0280146 0.0412181 -0.00211235 -0.0196146 0.00628683 -0.00130148 0.0102634 0.0175934 0.00790671 -0.00511467 0.0197374 -0.0153256 -0.0128316 -0.011714 -0.0235928 0.00539863 -0.0348736 -0.0306873 -0.041826 0.0281378 internal_weight=1386.88 807.537 579.345 613.669 524.49 193.869 54.8549 318.885 89.2071 209.434 71.8123 137.621 315.056 58.3695 228.523 256.687 75.295 294.784 269.363 25.4207 90.3616 104.662 69.1544 35.5073 32.0574 internal_count=8693 6030 2663 4106 2442 1924 221 1915 797 1079 385 694 1363 259 1357 1104 674 2191 1978 213 558 1127 746 381 129 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=23 num_cat=0 split_feature=0 0 0 0 2 6 0 5 2 0 0 1 3 2 2 5 2 2 0 0 0 6 split_gain=111.359 24.0619 18.0633 7.36346 5.91228 5.74098 4.74645 4.12334 4.09962 3.83827 6.3168 5.12097 3.05687 2.46709 2.42994 4.82502 2.3647 1.99014 1.29547 2.1283 1.27984 0.58131 threshold=565.50000000000011 610.50000000000011 516.50000000000011 699.50000000000011 4.8500000000000005 1.5000000000000002 606.50000000000011 7.5000000000000009 4.6500000000000012 567.50000000000011 581.50000000000011 4.5000000000000009 6.5000000000000009 6.3500000000000005 4.5500000000000007 3.5000000000000004 6.2500000000000009 7.6500000000000012 455.50000000000006 481.50000000000006 633.50000000000011 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 12 4 20 -6 9 14 -8 11 -11 -2 18 -9 15 -4 -16 -15 -1 -20 -3 -14 right_child=1 3 7 -5 5 -7 8 13 -10 10 -12 -13 21 17 16 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.042282623611413529 -0.0020036169177729767 0.018958736642560276 -0.015427573169024242 0.054984443970508667 -0.0043968881971762795 0.021639605328466812 -0.029506405950482609 -0.043732732306627553 0.0055517546314159194 -0.0038210683548318687 0.009331693391155969 0.046722528553263462 -0.042790962546099938 0.0085005919618608965 -0.017297566621740323 0.012136728510104659 -0.007542607405756508 -0.025209781417380801 -0.010104183691450851 -0.026725994053733788 0.026718600570472852 -0.021318988563668793 leaf_weight=11.295290030539034 8.9435315579175967 114.98968958854675 27.35442453622818 15.194090723991392 43.615034073591232 39.206207007169724 17.77255401015282 13.343939408659937 14.150700509548185 144.34005190432072 243.419189915061 11.625050589442251 45.48345272988081 5.8021198138594654 96.127310924232006 35.075477920472622 191.01733869314194 11.636596716940401 27.640150532126427 93.942023918032646 152.94859798252583 7.8622311055660239 leaf_count=130 52 503 178 62 200 173 86 108 68 856 1286 66 488 49 691 233 1419 100 294 899 627 79 internal_value=9.57537e-05 0.012032 -0.0168711 0.0214921 0.0198749 0.00797983 0.0041261 -0.0105571 -0.0141176 0.00559562 0.00442559 0.0261932 -0.0296154 -0.0279411 -0.0089367 0 -0.0108743 -0.0138699 -0.0250728 -0.0231013 0.0234898 -0.0401689 internal_weight=1372.79 806.205 566.58 365.954 350.76 82.8212 440.251 380.357 31.9233 408.328 387.759 20.5686 186.223 30.7827 349.575 62.4299 287.145 17.4387 132.877 121.582 267.938 53.3457 internal_count=8647 3979 4668 1565 1503 373 2414 2778 154 2260 2142 118 1890 257 2521 411 2110 149 1323 1193 1130 567 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=26 num_cat=0 split_feature=0 0 0 0 3 6 3 6 0 3 1 0 6 1 0 0 3 4 0 0 5 0 0 4 4 split_gain=98.2988 29.8768 8.48486 6.84277 5.52885 4.76004 7.6348 4.70867 4.11679 3.03484 2.98571 3.26752 2.96958 2.80694 2.73075 2.2358 2.18159 1.62543 1.15391 1.79359 1.10459 0.764538 0.528647 0.0160163 0.579963 threshold=601.50000000000011 518.50000000000011 565.50000000000011 646.50000000000011 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 567.50000000000011 6.5000000000000009 6.5000000000000009 642.50000000000011 1.5000000000000002 4.5000000000000009 561.50000000000011 455.50000000000006 4.5000000000000009 5.5000000000000009 681.50000000000011 654.50000000000011 2.5000000000000004 657.50000000000011 619.50000000000011 7.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 4 5 14 6 20 -6 13 15 11 -7 21 -4 -3 -1 -10 -17 19 -14 -2 -5 -8 24 -11 right_child=3 2 8 12 7 10 22 -9 16 23 -12 -13 18 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.045516082210433489 0.0066809020514796355 -0.0038187418195284972 0.00089114896929263089 0.025767880582459664 -0.023932408265144194 0.01695686590211978 -0.027611124587163739 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internal_value=-0.000865466 -0.0102282 -0.0054862 0.0183407 -0.0108258 0.0142009 0.00157279 -0.0144896 2.0974e-06 -0.0274399 0.0172245 0.015446 0.0278961 0.0211759 -0.000468735 -0.0231571 -0.00134417 -0.021005 0.0203155 0.0155553 0.0153524 0.0362097 -0.0203473 -0.0377765 -0.0393164 internal_weight=1364.79 918.008 720.98 446.787 365.408 313.83 61.24 269.273 355.572 197.028 252.59 232.182 132.957 20.5979 96.1352 141.942 334.974 131.452 71.6594 51.1871 37.9262 61.2971 23.3137 55.0861 47.9998 internal_count=8645 6695 4667 1950 2673 1411 288 2011 1994 2028 1123 1036 539 117 662 1425 1877 1300 290 207 172 249 116 603 521 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=27 num_cat=0 split_feature=0 0 0 5 2 0 2 6 0 3 2 5 0 5 0 2 5 4 6 0 6 3 4 4 0 2 split_gain=90.6134 20.9055 15.9865 5.07791 4.94209 4.65949 3.82199 3.48866 4.32433 3.64735 3.35677 4.03309 3.242 2.67592 2.40292 2.20379 2.05352 5.99267 2.17622 1.22886 1.49669 1.05435 0.885486 0.878645 0.826161 0.64562 threshold=563.50000000000011 615.50000000000011 509.50000000000006 7.5000000000000009 9.2500000000000018 643.50000000000011 3.3500000000000001 1.0000000180025095e-35 530.50000000000011 3.5000000000000004 2.9500000000000006 2.5000000000000004 587.50000000000011 2.5000000000000004 572.50000000000011 8.9500000000000011 1.5000000000000002 3.5000000000000004 1.5000000000000002 495.50000000000006 1.5000000000000002 5.5000000000000009 4.5000000000000009 7.5000000000000009 539.50000000000011 8.8500000000000032 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 19 7 6 10 14 9 -9 -4 13 -12 -8 -3 -2 24 18 -18 -7 20 23 -22 -21 -1 -5 -24 right_child=1 5 3 15 -6 16 12 8 -10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 22 21 -23 25 -25 -26 -27 leaf_value=-0.039837294924455119 0.029707967637202196 0.028881430699361922 0.014768743733683247 -0.042885170638802227 0.03438744507311161 0.029419176044365863 -0.0048913260660332133 -0.016914398692794354 -0.0016749261528980195 -0.019042918187322816 0.00086288590906108832 0.020271748833066303 0.0043830536633277005 0.0069735510968696058 0.007171352948612539 -0.001769655309325025 0.05328097037033757 0.01670330061401722 0.013701438163588632 -0.041547796022667303 0 -0.026666641889993788 -0.024277170043678582 -0.021213292777203598 -0.020787365189655283 -0.0098181764206225 leaf_weight=71.020042613148689 12.798494249582289 47.502377897500992 7.7014735266566268 17.441282674670223 11.162337586283682 44.316405639052391 193.39997337758541 64.586580313742161 164.42341179400682 110.73687049746513 72.277210891246796 42.144556105136871 181.70306605100632 21.601909875869751 105.15842859447002 6.3649630695581427 22.377813518047333 25.126346975564957 53.085179433226585 6.2274005115032187 5.3448695093393317 9.7734185606241208 28.451524563133717 12.516885466873644 11.361309781670569 15.201924972236155 leaf_count=829 72 197 54 162 64 180 1146 537 1162 870 315 188 931 91 527 55 91 102 215 58 59 110 269 146 94 145 internal_value=-0.000999761 0.00928666 -0.0171217 -0.0116433 0.0028688 0.0190858 0.00207697 -0.0097309 -0.00604943 -0.0166972 0.0136093 0.0081687 -0.000385736 0.0223015 0.00988782 -0.029608 0.0258469 0.0347803 0.0211299 -0.0310278 -0.0346236 -0.017657 -0.023277 -0.0373898 -0.0353263 -0.0196866 internal_weight=1363.81 832.654 531.152 382.616 504.222 328.432 493.06 347.448 229.01 118.438 183.526 114.422 375.103 69.1043 117.957 35.1676 144.906 47.5042 97.4016 148.536 98.6552 15.1183 49.8809 83.5369 28.8026 43.6534 internal_count=8669 4119 4550 2934 2740 1379 2676 2623 1699 924 791 503 2077 288 599 311 588 193 395 1616 1144 169 472 975 256 414 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=27 num_cat=0 split_feature=0 0 0 5 0 0 0 0 5 4 6 2 0 6 4 2 5 2 0 0 5 4 5 2 0 4 split_gain=79.9034 22.4441 10.1516 5.57037 4.58921 3.2202 4.16298 3.12716 3.28165 3.25605 4.90315 2.78956 2.52577 2.47623 4.64958 3.19048 2.26704 4.34378 2.3655 2.20982 2.16805 3.03743 2.98002 2.05435 0.997532 0.0287352 threshold=581.50000000000011 518.50000000000011 610.50000000000011 8.5000000000000018 606.50000000000011 643.50000000000011 638.50000000000011 495.50000000000006 3.5000000000000004 5.5000000000000009 1.5000000000000002 4.4500000000000011 498.50000000000006 1.0000000180025095e-35 5.5000000000000009 10.550000000000002 1.5000000000000002 2.2500000000000004 673.50000000000011 508.50000000000006 1.5000000000000002 4.5000000000000009 3.5000000000000004 4.6500000000000012 640.50000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 13 20 6 11 9 19 -1 -11 -4 -10 14 -3 -15 18 -18 -7 -9 21 -2 -22 -6 -8 -5 right_child=2 3 5 25 23 16 24 8 12 10 -12 -13 -14 15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 -27 leaf_value=-0.049029260917638769 0.01002925829195829 -0.0040477304128841455 0.021011511792670537 -0.024652627489174815 -0.023007128973523874 0.011780289977506618 -0.014189592234000277 -0.018380458145517486 -0.001795792090877613 -0.03193968665406699 0.005423067262664772 0.0084410180855013003 -0.028608751255219222 -0.0023204697432933938 -0.021591162150096085 -0.033778106813771185 0.050016691984379552 0.018753193080862915 0.028442534381222608 0.011254022650505848 0.015374693486963806 -0.013826730139411514 0.0027293267489920648 0.0024085974569187461 0.0040416063187666924 -0.043302391128830865 leaf_weight=25.190000906586647 26.066310539841652 103.7889227643609 125.36557118594646 9.5334498062729853 18.367771014571193 56.91388612985611 12.062581717967989 10.989437758922579 10.833553791046141 60.000751093029976 9.6882318630814535 73.514744356274605 62.093919582664967 340.33032014966011 59.788118846714497 7.2977859005331984 20.677478283643723 28.588585153222084 37.743245005607605 12.132849395275114 106.22759242355824 25.220762059092522 85.245345711708069 12.635808527469633 16.242665305733681 6.5626834183931342 leaf_count=299 129 727 535 76 89 230 51 104 93 723 110 334 611 2295 451 55 84 116 154 108 549 131 464 60 69 57 internal_value=-0.000364749 -0.0118313 0.012397 -0.00647572 0.0050412 0.0177818 0.0139073 -0.0264855 -0.0196174 -0.033109 -0.0266715 0.0164554 -0.0247714 -0.00551336 -0.0105825 -0.0030902 0.0237251 0.0327083 0.0187043 -0.00280131 0.00737566 -0.00164653 0.00981428 -0.0127409 -0.00377627 -0.034637 internal_weight=1363.1 718.23 644.872 527.301 273.764 371.109 227.186 190.929 96.0498 94.879 69.689 198.88 72.9275 511.205 163.577 347.628 143.923 49.2661 94.6571 23.1223 242.76 51.2871 191.473 31.0036 28.3052 16.0961 internal_count=8704 5709 2995 3661 1422 1573 989 2048 916 1132 833 869 704 3528 1178 2350 584 200 384 212 1273 260 1013 149 120 133 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=27 num_cat=0 split_feature=1 2 2 3 2 4 5 3 2 1 3 4 6 5 2 1 2 5 2 5 4 2 5 2 2 4 split_gain=42.3503 14.6926 13.866 7.75409 5.6554 5.00796 4.79224 4.30854 4.20959 4.20315 2.77304 2.45426 2.76163 2.63536 2.00409 1.96739 2.81717 1.9657 1.89826 1.55025 1.24953 1.23109 1.12102 0.840997 0.487602 0.00345641 threshold=4.5000000000000009 3.8500000000000001 5.9500000000000011 5.5000000000000009 3.9500000000000006 4.5000000000000009 6.5000000000000009 5.5000000000000009 8.5500000000000025 6.5000000000000009 3.5000000000000004 4.5000000000000009 1.5000000000000002 3.5000000000000004 6.6500000000000012 3.5000000000000004 7.2500000000000009 5.5000000000000009 4.6500000000000012 3.5000000000000004 3.5000000000000004 3.9500000000000006 7.5000000000000009 4.4500000000000011 8.9500000000000011 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 6 5 -3 19 17 8 -6 11 -7 13 -13 -2 -9 24 -17 18 -1 -4 -11 -8 -23 -19 -5 -22 right_child=1 4 3 15 7 10 21 14 -10 20 -12 12 -14 -15 -16 16 -18 23 -20 -21 25 22 -24 -25 -26 -27 leaf_value=0.003787183340702327 0.019059234172740414 -0.033664996685255737 0.012641062563705775 -0.036365215074941497 0.0063833421564534467 -0.04222934538150986 -0.0047795758837998192 -0.012465031718835786 -0.014070590161421832 0.037086388769949061 -0.013020195542087339 -0.001301561211384355 0.015009015484417894 0.0029519512755538544 0.00095814806475200099 -0.033548418297189971 -0.012924177650893098 0.028361543567390336 -0.0066453491028569461 -0.0048712107617214871 0.015016993143844632 -0.013715358083454152 -0.043961949695436146 0.0064343291141883488 -0.025006770939802404 0.023644234575973859 leaf_weight=105.11586271971464 140.79241751134396 10.272035986185072 23.112562760710716 40.976273149251938 330.49164561182261 8.2718099206686002 7.9788585305213955 60.527341827750206 26.150880582630634 23.608681321144104 113.75323465466499 55.596113130450249 46.627114057540894 32.359755098819733 49.313595645129681 24.768481776118279 57.568604968488216 7.3318087160587337 72.894817166030407 25.229251898825169 16.653846293687824 7.9850522950291616 7.3166431412100792 12.631159625947474 35.35833678394556 12.339940041303633 leaf_count=583 617 50 144 412 1827 64 55 388 180 98 967 283 222 161 375 202 548 49 487 191 70 62 69 98 412 53 internal_value=-0.000369907 0.00693289 -0.0110516 -0.0175456 0.00130985 -0.00999967 -0.00133599 0.00216107 0.00483442 0.0150626 -0.015368 0.0124725 0.00616308 0.016112 -0.00643925 -0.0255031 -0.0195164 0.00120535 -0.000470232 0.0034867 0.0280429 -0.0223127 -0.0302943 0.0156948 -0.03156 0.0195214 internal_weight=1355.03 804.733 550.293 329.039 476.755 170.367 221.254 466.483 356.643 327.978 122.025 275.375 102.223 173.152 109.841 158.672 82.3371 197.974 178.011 48.3418 52.6025 23.2806 15.3017 19.963 76.3346 28.9938 internal_count=8667 4324 4343 2940 2820 1366 1403 2770 2007 1504 1031 1283 505 778 763 1574 750 1217 1070 335 221 186 131 147 824 123 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=26 num_cat=0 split_feature=0 0 0 5 5 0 3 0 2 0 1 1 0 3 2 0 0 0 2 2 3 2 2 2 2 split_gain=72.2535 15.3381 11.7039 5.13116 4.77991 3.74065 3.42309 2.91472 3.48856 2.65025 4.2008 2.26078 2.24622 1.99987 1.96948 1.83229 2.83661 1.69885 1.56945 6.18412 1.89853 1.08699 0.740096 0.155911 0.0440328 threshold=563.50000000000011 610.50000000000011 516.50000000000011 7.5000000000000009 1.0000000180025095e-35 670.50000000000011 4.5000000000000009 687.50000000000011 0.65000000000000002 567.50000000000011 4.5000000000000009 5.5000000000000009 457.50000000000006 4.5000000000000009 6.3500000000000005 613.50000000000011 615.50000000000011 554.50000000000011 8.9500000000000011 9.4500000000000011 4.5000000000000009 4.3500000000000005 6.3500000000000005 1.9500000000000002 8.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 12 6 -2 15 14 23 -9 10 -6 -11 24 -5 -4 21 -17 -8 20 -20 -14 -3 -15 -7 -1 right_child=1 5 3 13 9 7 17 8 -10 11 -12 -13 18 22 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.024538198785502167 0.026517613194223296 0.035851646192677486 -0.0068149049940757879 -0.0039906630853881082 -0.0042694086701392702 0.030209854997264987 -0.013132627007122401 0.032849305438463573 -0.0038290340944691541 -0.001875903436812004 0.02652614439563928 0.0067611583044775731 -0.0080555394393540033 -0.050330312806960799 0.0084063547165598284 -0.0062928556336344608 0.014114031294022993 -0.0027212255017839207 0.012516857883108369 -0.025351900046652914 -0.03023405667846878 0.012865373701860373 -0.02546743296468186 0.047472237808145898 -0.045240643095662267 leaf_weight=5.9750172495842007 19.105816185474396 14.898811340332033 40.768513888120651 6.5994255095720318 18.8108821362257 15.985210105776789 183.72765589505434 11.87741766870022 12.249468326568602 302.11777566373348 24.330560773611069 99.948649749159813 12.703325577080248 8.2155588343739527 42.118576787412167 17.242025718092918 276.69786837697029 52.134526282548904 13.640106774866579 40.793869324028492 79.121636971831322 11.367840215563772 13.680655032396315 12.836283624172209 16.342556424438953 leaf_count=78 99 67 277 54 115 66 1444 50 50 1673 141 523 130 77 303 80 1161 368 149 465 850 53 129 52 219 internal_value=-0.000317647 0.00874262 -0.0150257 -0.00970798 0.00265286 0.0162794 -0.00781152 0.02868 0.0146171 0.00156037 0.0131926 0.000270204 -0.0258281 -0.029768 0.000868091 0.0141303 0.0128828 -0.0108736 -0.0231843 -0.0157179 -0.0273395 0.0269236 -0.0368052 0.0393998 -0.0412025 internal_weight=1353.29 837.469 515.821 347.245 464.314 373.155 318.749 52.9484 24.1269 445.208 43.1414 402.066 168.577 28.4956 82.8871 320.207 293.94 235.862 146.259 54.434 91.825 26.2667 21.8962 28.8215 22.3176 internal_count=8673 4130 4543 2652 2551 1579 2392 218 100 2452 256 2196 1891 260 580 1361 1241 1812 1594 614 980 120 206 118 297 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=22 num_cat=0 split_feature=0 0 0 0 2 6 6 0 2 0 0 1 2 1 1 6 1 6 0 3 0 split_gain=64.0924 10.602 9.69882 3.49551 3.22435 4.9823 3.18288 4.30376 3.59688 3.07386 7.67789 4.19287 2.64593 2.62196 2.43165 1.8754 1.56072 1.38486 0.966187 0.362661 0.492051 threshold=565.50000000000011 495.50000000000006 602.50000000000011 535.50000000000011 1.8500000000000003 3.5000000000000004 3.5000000000000004 670.50000000000011 5.7500000000000009 540.50000000000011 539.50000000000011 3.5000000000000004 6.5500000000000007 5.5000000000000009 4.5000000000000009 1.5000000000000002 5.5000000000000009 1.5000000000000002 478.50000000000006 6.5000000000000009 482.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 4 13 -2 12 7 8 -4 10 -5 -11 -6 14 -3 19 -8 -9 -17 20 -1 right_child=2 3 6 9 5 -7 16 17 -10 11 -12 -13 -14 -15 -16 18 -18 -19 -20 -21 -22 leaf_value=-0.021147021145333528 0.023107138663413025 -0.016063482108608359 0.0094535005621203452 -0.0032839509736850877 -0.0013641467254296329 0.029114800032335009 0.041410405750817975 0.036976339492212282 0.023130319879973882 0.0098129683913692062 0.05313091588519752 -0.010356681295620862 0.0087637401384800164 -0.043535651728196748 -0.0022164764393523711 0.0032037549870057506 0.018003177242970091 0.017530043240102766 -0.021740198068805398 -0.037949658842192383 -0.034970287153952222 leaf_weight=30.458045683801174 19.625565081834793 142.55619445443153 309.02750568091869 28.703225158154964 242.21092128753662 15.981651604175566 15.60041795670986 23.049359709024429 57.794358640909195 28.997421927750111 6.5603584274649611 179.38407655060291 86.551934033632278 6.6812065392732611 42.26692771166563 6.7154598608612996 19.52206201851368 22.612742960453033 6.7809402346611023 26.938008107244968 17.144189804792404 leaf_count=381 98 1320 1331 220 1346 89 67 96 263 208 48 1284 496 56 363 80 81 93 80 364 215 internal_value=0.00116151 -0.0124678 0.00995402 -0.00920783 0.00386327 0.00268963 0.0148813 0.0135651 0.011679 -0.00516941 0.00824918 -0.00749262 0.0013055 -0.0142663 -0.0129527 -0.0282404 0.029397 0.0280354 -0.00961899 -0.0313739 -0.0268455 internal_weight=1335.16 523.186 811.977 435.149 364.37 344.745 447.606 412.484 366.822 243.645 35.2636 208.381 328.763 191.504 184.823 88.0366 35.1225 45.6621 13.4964 74.5402 47.6022 internal_count=8579 4619 3960 3499 2029 1931 1931 1783 1594 1760 268 1492 1842 1739 1683 1120 148 189 160 960 596 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=24 num_cat=0 split_feature=0 0 0 2 3 5 2 4 6 2 6 6 2 5 0 2 6 2 2 6 5 0 3 split_gain=55.5607 16.3463 15.4951 7.70554 6.00979 4.58374 3.45006 3.24808 3.14702 2.71889 5.70036 2.70663 2.63915 2.45722 3.11796 2.1548 2.15066 4.44705 3.37278 1.87268 1.77527 1.08358 2.30272 threshold=565.50000000000011 619.50000000000011 500.50000000000006 0.35000000000000003 4.5000000000000009 7.5000000000000009 9.2500000000000018 3.5000000000000004 1.0000000180025095e-35 1.6500000000000001 1.5000000000000002 1.0000000180025095e-35 5.4500000000000011 6.5000000000000009 494.50000000000006 10.450000000000001 1.5000000000000002 6.1500000000000012 5.2500000000000009 2.5000000000000004 1.5000000000000002 478.50000000000006 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 13 20 7 8 9 -4 -6 10 -2 -7 -11 21 15 -15 18 -18 -5 -9 -3 22 -1 right_child=1 3 4 16 5 11 -8 19 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13.332631200551985 37.131826266646385 9.4419311881065351 leaf_count=192 85 109 68 416 817 112 55 639 1457 1509 68 168 1061 344 63 155 494 53 102 61 55 433 130 internal_value=0.000424785 0.00853489 -0.0123133 0.0179042 -0.00790186 -0.0113987 0.00320648 0.00236149 -0.00938275 0.00260056 0.0164422 -0.030432 0.00163159 -0.0292879 -0.0192945 -0.0247126 0.0145931 0.0190634 0.00964133 -0.000586231 0.0383044 -0.0359234 -0.0252935 internal_weight=1342.71 820.829 521.884 296.382 415.628 310.287 524.448 105.341 282.158 514.535 32.2806 28.1291 482.255 106.256 44.2596 37.8613 256.681 132.871 123.81 95.0936 39.701 61.9961 24.8642 internal_count=8646 4007 4639 1229 3322 2554 2778 768 2274 2723 153 280 2570 1317 562 499 1065 547 518 700 164 755 322 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=24 num_cat=0 split_feature=0 0 0 2 0 5 1 0 2 4 0 4 0 2 1 0 2 5 0 0 6 2 0 split_gain=60.0126 16.472 8.87684 5.65271 8.27977 4.94028 4.81176 16.1272 4.83666 4.5427 4.07731 3.49313 2.99986 2.54457 2.3569 2.31259 1.87477 1.68751 1.09695 1.18017 0.442423 0.504946 0.232972 threshold=548.50000000000011 615.50000000000011 495.50000000000006 7.3500000000000005 585.50000000000011 4.5000000000000009 3.5000000000000004 559.50000000000011 0.55000000000000016 4.5000000000000009 498.50000000000006 5.5000000000000009 520.50000000000011 3.7500000000000004 5.5000000000000009 531.50000000000011 8.0500000000000025 9.5000000000000018 699.50000000000011 685.50000000000011 1.5000000000000002 8.1500000000000004 476.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 17 6 9 13 7 -2 -8 -5 -7 18 -12 -4 -13 -15 -6 20 19 -3 21 -1 -22 right_child=1 11 5 4 16 10 8 -9 -10 -11 12 14 -14 15 -16 -17 -18 -19 -20 -21 22 -23 -24 leaf_value=-0.02559110400373182 0.07280130641483061 0.017624189966406023 -0.031123661258269531 -9.6515059677101619e-05 0.0013112106638739239 0.012170718535783217 -0.027098744794752928 -0.00068468732136851796 0.0038640494517080642 -0.026769958994561041 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-0.00557734 -1.21987e-05 -0.0037178 0.0149695 -0.0312651 0.0177293 0.0169264 -0.03359 -0.0357704 -0.0205418 internal_weight=1328.65 961.744 366.905 632.74 96.4093 285.692 536.33 33.2267 503.104 70.5976 146.677 329.004 137.572 139.015 29.9493 130.833 25.8117 81.2127 299.055 285.915 73.6003 61.2418 12.3585 internal_count=8564 4998 3566 3627 599 2483 3028 201 2827 469 1336 1371 1254 1147 128 1087 130 1083 1243 1187 981 830 151 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=24 num_cat=0 split_feature=0 0 0 2 2 2 6 5 2 1 6 6 5 0 0 0 3 5 0 5 2 2 5 split_gain=44.6481 13.1043 12.9987 5.68859 4.90807 6.36204 3.02233 2.54856 3.31567 2.44306 2.77502 1.94626 5.43143 4.06986 1.80155 3.28839 2.01593 2.00681 0.769496 0.556896 2.89652 1.12247 0.326988 threshold=561.50000000000011 509.50000000000006 643.50000000000011 9.2500000000000018 3.3500000000000001 3.2500000000000004 1.0000000180025095e-35 7.5000000000000009 8.9500000000000011 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 558.50000000000011 455.50000000000006 478.50000000000006 6.5000000000000009 6.5000000000000009 539.50000000000011 1.0000000180025095e-35 1.5500000000000003 1.2500000000000002 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 4 5 -2 -6 11 18 10 -4 12 -3 -13 22 16 -16 -17 -9 21 -21 -11 -1 right_child=2 7 9 -5 6 -7 -8 8 -10 19 -12 13 -14 -15 15 17 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.046187001506084853 0.0081149873477419782 -0.0015116226898961342 0.022644017200569147 0.035760645839896819 -0.0056384732808204135 0.046168778985809372 0.0033839816738743807 -0.036012861265004734 0.012035089542459368 0.042290386543367933 -0.0021727985958431089 -0.00055392499406912901 -0.024225773034999475 -0.027326649604042432 0.00093410827866514273 -0.033670027006384537 -0.025515672024017069 -0.015147765895171189 -0.014363021643606961 0.0051268812862528086 0.028472729521960328 0.021815153216398563 -0.02101306088912237 leaf_weight=13.131018284708263 190.52089153975248 65.611507475376129 21.564341649413109 13.304662041366099 122.16044500470161 10.815851330757139 373.70344571769238 14.471604026854044 5.5426191240549079 15.013655066490172 21.514556601643562 196.75428156554699 43.695650495588779 14.34327372908592 20.522334046661857 52.519694343209267 9.7756571322679502 25.39849204570055 9.747424975037573 20.524606615304947 43.279308661818504 23.140022575855255 5.335870996117591 leaf_count=197 881 526 88 75 682 52 1950 152 52 63 87 1527 375 98 257 621 137 304 88 85 175 94 78 internal_value=0.000464341 -0.011777 0.00729887 0.00449021 0.00383595 0.010402 0.00114428 -0.00673499 -0.0205711 0.0208987 0.0103684 -0.00537422 -0.0107743 -0.00251687 -0.0255127 -0.02254 -0.00798275 -0.0279642 -0.0284128 0.0251555 0.0212349 0.0308743 -0.0406231 internal_weight=1332.39 476.849 855.542 710.505 697.201 201.337 495.864 350.166 29.7616 145.036 43.0789 320.405 109.307 211.098 126.683 108.216 30.298 77.9182 24.219 101.958 63.8039 38.1537 18.4669 internal_count=8644 4412 4232 3640 3565 933 2632 2818 292 592 175 2526 901 1625 1594 1319 394 925 240 417 260 157 275 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=25 num_cat=0 split_feature=0 0 0 6 0 0 3 2 5 6 3 2 0 2 2 5 2 2 2 6 0 0 5 2 split_gain=40.7175 12.653 5.64782 4.20117 4.98012 4.47774 4.18726 3.28086 3.03596 2.96479 5.51332 4.63907 4.07802 3.06687 2.73469 2.73216 1.74021 1.7712 1.66851 1.49307 1.59822 1.24256 1.00461 0.995359 threshold=573.50000000000011 518.50000000000011 643.50000000000011 1.0000000180025095e-35 526.50000000000011 546.50000000000011 6.5000000000000009 10.450000000000001 8.5000000000000018 1.0000000180025095e-35 4.5000000000000009 3.7500000000000004 601.50000000000011 4.7500000000000009 4.5500000000000007 2.5000000000000004 11.65 10.750000000000002 4.4500000000000011 1.5000000000000002 651.50000000000011 666.50000000000011 4.5000000000000009 10.850000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 9 4 22 -6 16 8 -5 10 13 -12 15 -2 -14 -11 17 -1 19 20 -4 -21 -3 -8 right_child=2 3 18 7 5 -7 23 -9 -10 12 11 -13 14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 leaf_value=-0.016316088525355127 0.017964032683973574 0.024797063242408497 0.039413931688537907 -3.0427195829740917e-05 -0.027902045697396263 -0.0081756566612073232 -0.038450009485957802 -0.032954422623472958 -0.02913740121304384 0.0094448645900461863 -0.02742745869428545 -0.00067476454113490957 0.0073723304687285558 -0.0037920305087161747 0.018339614849530127 -0.0023567873425940251 -0.03784556891131783 0.0060389907257457328 0.0031802778550218715 0.0058740609806605774 0.018836259547435237 0.019755056759331719 0.00049130283621148406 -0.015205264994686855 leaf_weight=106.38665014132857 38.614002212882042 7.4844452962279346 14.183130219578741 277.41064047813416 47.380878150463104 76.715978771448135 36.517268601804972 7.2819869667291632 8.270033620297907 77.134569093585014 25.632772848010063 42.539365395903587 155.08027918636799 26.355263963341713 93.617804244160652 129.86710591614246 8.5143882744014245 8.8118861392140371 22.260610237717628 34.854801788926125 44.632216617465019 33.732122600078583 9.4754749536514264 8.2407540120184404 leaf_count=1226 182 63 57 1948 400 532 482 59 78 401 127 241 667 138 417 718 113 108 90 140 185 140 90 121 internal_value=-0.000272029 -0.00991279 0.00758916 -0.00535901 -0.012423 -0.0159101 -0.021514 -0.00191012 -0.00098917 0.00535487 -0.00117006 -0.0110572 0.00727058 0.00913903 0.0115777 0.00204106 -0.0164614 -0.0145258 0.0162528 0.0184554 0.0244581 0.0129586 0.0122793 -0.0347053 internal_weight=1340.99 602.49 738.504 434.019 141.057 124.097 168.471 292.963 285.681 588.841 133.141 68.1721 455.7 64.9693 248.698 207.002 123.713 115.199 149.663 127.402 58.8153 68.5869 16.9599 44.758 internal_count=8723 5220 3503 3170 1085 932 2050 2085 2026 2891 688 368 2203 320 1084 1119 1447 1334 612 522 242 280 153 603 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=26 num_cat=0 split_feature=0 0 0 2 2 2 0 4 2 2 0 5 0 5 2 5 1 0 0 0 5 0 0 5 4 split_gain=34.0041 14.837 9.22827 3.53341 6.23547 4.09433 3.83972 2.77697 4.39793 5.05306 2.56767 2.24166 1.96352 2.06065 1.86754 2.96686 2.22374 3.75227 1.86143 1.27265 1.04195 0.971414 1.44405 0.890747 0.294613 threshold=554.50000000000011 643.50000000000011 495.50000000000006 7.3500000000000005 9.2500000000000018 6.8500000000000005 585.50000000000011 6.5000000000000009 11.050000000000002 9.2500000000000018 638.50000000000011 4.5000000000000009 457.50000000000006 8.5000000000000018 1.4500000000000002 1.0000000180025095e-35 5.5000000000000009 653.50000000000011 482.50000000000006 667.50000000000011 4.5000000000000009 503.50000000000006 524.50000000000011 1.5000000000000002 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 11 5 6 10 -5 8 9 -4 -2 24 13 -13 15 -3 17 -16 -14 -18 -7 -9 -23 -17 -1 right_child=1 14 7 4 -6 20 -8 21 -10 -11 -12 12 18 -15 16 23 19 -19 -20 -21 -22 22 -24 -25 -26 leaf_value=-0.049358628599680904 0.0042230117427831037 0.043630956128567974 -0.0066062608591090661 -0.020878158976273362 0.021734721225415005 0.014192235088403407 0.0018333771969228354 -0.00047233413318404017 -0.039286260747582118 0.014619787813814964 -0.011313401964708886 -0.048464445767024078 -0.0058605000290632269 -0.0088524976709772329 0.02398616308385923 0.0075289704279383673 0.026886974950084103 -0.010926451315790186 -0.027506667908825458 0.011463064875277238 0.034080442629659001 -0.030728197563929693 -0.012460517479200336 0.026375787249516482 -0.026398392104501053 leaf_weight=11.206138078123333 619.21976950019598 20.170508190989494 231.10550180077553 45.583819963037968 15.798544868826864 30.975322932004929 30.107110559940338 8.1806391850113851 8.2296745851635915 30.82189616560936 26.681334286928177 10.287571147084238 26.967338338494301 5.8592256829142562 12.670808956027033 14.779547527432443 40.78698955476284 16.504039227962494 16.268981881439686 25.290271982550621 9.7361240610480291 18.921306163072586 32.817440524697304 13.47911563515663 8.2965434528887254 leaf_count=158 3218 85 1961 300 95 171 148 86 80 276 111 163 361 88 51 61 164 67 234 104 58 193 266 56 116 internal_value=0.000738171 0.00606449 -0.0112404 0.00331828 -0.00584328 0.00455303 -0.011873 -0.00750154 -0.00527635 -0.0040434 0.003557 -0.0265325 -0.0208946 -0.0357365 0.0207763 0.0290191 0.0162754 0.00436301 -0.0145562 0.0213171 0.0197714 -0.0172008 -0.0196919 0.0172838 -0.041599 internal_weight=1330.75 921.783 408.962 778.102 91.4895 686.613 75.6909 330.076 270.157 261.927 645.901 78.8858 59.3831 16.1468 143.681 48.4292 95.2521 29.1748 43.2363 66.0773 40.7114 59.9194 51.7387 28.2587 19.5027 internal_count=8671 4689 3982 4101 543 3558 448 2862 2317 2237 3329 1120 846 251 588 202 386 118 595 268 229 545 459 117 274 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=25 num_cat=0 split_feature=0 0 0 5 4 2 2 2 5 5 4 0 0 0 2 2 2 2 6 0 0 0 0 2 split_gain=45.4137 10.468 10.1854 4.60545 4.59673 3.69761 3.57265 4.25114 3.60262 2.8839 3.64008 7.37839 4.14324 2.47097 2.08462 3.26668 3.14791 1.93828 4.20762 1.89676 1.79694 5.58101 1.21813 0.9341 threshold=554.50000000000011 611.50000000000011 509.50000000000006 4.5000000000000009 6.5000000000000009 6.1500000000000012 4.7500000000000009 8.1500000000000004 6.5000000000000009 4.5000000000000009 4.5000000000000009 592.50000000000011 599.50000000000011 703.50000000000011 6.5500000000000007 6.1500000000000012 7.3500000000000005 6.0500000000000007 1.5000000000000002 622.50000000000011 502.50000000000006 500.50000000000006 455.50000000000006 5.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 20 4 5 -4 8 -8 -5 10 12 -12 -2 17 15 -11 -16 19 -19 -3 21 22 -1 -6 right_child=1 13 3 6 23 -7 7 -9 -10 14 11 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.039128618806172889 0.0087968633807892233 0.019759684468873131 -0.0099215581557081933 0.016628521694901727 -0.03818558530918547 0.0075811791561349422 -0.025890151611152545 -0.0050367597336483704 -0.02468607484700383 0.0064608894473220145 -0.011354245136004811 0.0082971713514556327 -0.0073553053004948576 0.034668637441547051 0.032156928414782258 -0.024365928834909338 0.0042718714647904362 -0.016508729272093039 0.016684091605329878 0.010442096569238533 -0.040739715432423843 0.022759261896373981 -0.022646137627711241 -0.01438711918954751 leaf_weight=16.89443688839674 139.8263396024704 74.733312219381332 47.715481713414192 14.670605160295965 6.8202362433075931 78.102964423596859 76.768127769231796 37.423897445201874 6.9290222004055968 86.076163850724697 149.70707440376282 68.790272980928421 54.10883729159832 11.380098164081572 17.902293309569359 8.5057706013321859 23.609227530658245 17.677584633231163 18.517109364271164 245.314601957798 20.228719502687454 5.396061770617961 78.748755726963282 16.407298229634762 leaf_count=273 779 325 362 106 53 624 696 342 62 505 904 343 257 50 110 54 151 80 79 1010 233 61 1034 138 internal_value=-0.000408064 0.00575732 -0.014309 -0.00906045 -0.00291711 0.000878108 -0.0156963 -0.0192024 0.00264794 0.0013654 -0.00071019 -0.00513493 0.00425007 0.0122754 0.00765127 0.0034104 0.0168888 0.011451 0.00033021 0.0126882 -0.0264212 -0.0231344 -0.0259841 -0.0228691 internal_weight=1322.25 916.149 406.106 284.838 149.046 125.818 135.792 114.192 21.5996 548.526 412.433 218.497 193.935 367.623 136.093 94.5819 41.5115 356.243 36.1947 320.048 121.268 101.039 95.6432 23.2275 internal_count=8631 4647 3984 2383 1177 986 1206 1038 168 3103 2283 1247 1036 1544 820 559 261 1494 159 1335 1601 1368 1307 191 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=22 num_cat=0 split_feature=1 2 2 4 6 1 5 2 5 5 2 6 3 3 5 3 2 2 5 6 5 split_gain=19.0044 7.98626 7.59057 6.06117 12.7673 4.70886 4.93452 5.80245 3.42916 3.75422 2.38897 3.60085 2.33069 2.01313 1.46402 1.25456 0.894392 0.84925 1.07352 0.967328 0.387651 threshold=4.5000000000000009 7.3500000000000005 3.3500000000000001 6.5000000000000009 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 4.8500000000000005 8.5000000000000018 5.5000000000000009 0.15000000000000005 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 7.5000000000000009 4.3500000000000005 1.7500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 8 20 6 7 -4 9 -1 11 -2 -8 -3 -15 -16 -7 18 -12 -19 -5 right_child=2 13 5 4 -6 16 12 -9 -10 -11 17 -13 -14 14 15 -17 -18 19 -20 -21 -22 leaf_value=-0.0023101288691334621 0.040948547423359766 0.0086935391819340287 -0.0044238225738582691 -0.027588082986236356 0.021484313829895588 0.0086400861529557244 0.019173032557951636 0.038491468999545114 -0.031846598543254882 0.012539322231411071 0.014623107176334619 0.0092609721213923087 -0.0020263322124664919 0.0024970699733705354 -0.016912220798440587 -0.03733573488171698 0.026609567391301978 0.003810130468310332 0.00058332762947500827 0.013452639014056789 -0.046355777571819384 leaf_weight=228.10798400267959 15.407837972044943 7.0316180884838095 13.794418945908548 14.829890511929991 11.82585586607456 14.781384751200674 12.306026712059973 16.26771043241024 7.4724174030125132 51.246699012815952 17.989938631653786 22.710418984293938 466.54106020182371 8.3675768896937353 162.9027586132288 8.2266050539910776 17.888234846293926 36.216630592942238 51.357064090669155 122.28404215723276 14.451296117156742 leaf_count=1455 67 56 62 120 94 64 56 81 80 416 75 97 2796 61 1751 117 84 173 224 552 154 internal_value=-0.000350498 -0.00785623 0.0044288 -0.00312028 -0.0208378 0.00101533 -0.000172707 0.0191298 -0.000500121 0.00043113 0.011331 0.0229166 -0.00143228 -0.0160948 -0.0171363 -0.0181343 0.0191259 0.00927923 0.00445269 0.0113184 -0.0382407 internal_weight=1322.01 514.463 807.545 327.934 41.107 541.579 508.909 30.0621 286.827 279.355 265.966 38.1183 478.847 186.529 179.497 171.129 32.6696 227.848 69.347 158.501 29.2812 internal_count=8635 4304 4331 2319 368 3143 2995 143 1951 1871 1188 164 2852 1985 1929 1868 148 1024 299 725 274 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=20 num_cat=0 split_feature=0 2 1 5 0 1 0 2 0 2 0 2 0 0 5 2 0 2 5 split_gain=33.4183 9.59461 6.60867 3.38931 3.07562 5.21687 2.97981 2.68584 2.06921 3.84905 3.30149 2.72322 1.65744 2.46483 3.73649 2.18689 1.30875 1.78263 0.233151 threshold=551.50000000000011 3.3500000000000001 6.5000000000000009 1.5000000000000002 584.50000000000011 3.5000000000000004 455.50000000000006 3.9500000000000006 625.50000000000011 2.8500000000000001 598.50000000000011 2.2500000000000004 550.50000000000011 544.50000000000011 4.5000000000000009 8.5500000000000025 630.50000000000011 0.15000000000000005 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 8 4 -4 5 -3 18 -6 9 11 -11 -2 13 15 -15 -8 -10 -18 -1 right_child=1 2 3 -5 7 -7 12 -9 16 10 -12 -13 -14 14 -16 -17 17 -19 -20 leaf_value=-0.04201319389838562 0.0082416274924260787 0.015876604157823562 0.0025951499649910677 0.035153607430515176 -0.0067046780412126777 -0.0068156512568263916 -0.016216646191537551 0.0048013797043035301 0.030379797224475088 0.0069627950544705582 0.033654039731706685 -0.0078811877053693597 -0.03669435958566538 0.010996611893474589 -0.017501446385506478 -0.0068248523111131137 0.024581479839218479 0.010660638653362416 -0.02027582563740353 leaf_weight=8.6243590675294381 66.637264989316463 27.25196199119091 14.003598690032957 19.392073825001717 60.639856457710266 239.28948128223419 211.78776155412197 280.54397915303707 14.056084007024763 27.67136462777853 20.657221481204033 41.576281011104584 6.2607891038060179 26.657574601471424 18.664251603186131 93.667381174862385 30.936354219913483 108.14837855100632 6.7840479761362067 leaf_count=151 318 176 59 89 280 1538 2074 1340 57 150 92 204 48 198 150 1055 131 442 112 internal_value=-0.000671228 0.00429872 0.000794448 0.0221188 -0.000403565 -0.00442617 -0.0133498 0.00272814 0.0115114 0.00733375 0.0189238 0.00198592 -0.0123262 -0.011774 -0.000755869 -0.0133846 0.0156742 0.0139461 -0.0345663 internal_weight=1323.25 950.804 641.121 33.3957 607.725 266.541 372.446 341.184 309.683 156.542 48.3286 108.214 357.038 350.777 45.3218 305.455 153.141 139.085 15.4084 internal_count=8664 4876 3482 148 3334 1714 3788 1620 1394 764 242 522 3525 3477 348 3129 630 573 263 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=20 num_cat=0 split_feature=0 0 1 3 0 3 0 2 2 2 0 2 2 5 2 0 2 2 2 split_gain=37.0519 10.313 4.86067 3.75044 3.05246 2.87653 2.75092 2.68011 2.94152 2.46478 2.32297 1.92718 1.88596 3.12205 1.74143 1.76921 1.24666 1.23144 1.90252 threshold=535.50000000000011 615.50000000000011 5.5000000000000009 3.5000000000000004 600.50000000000011 5.5000000000000009 665.50000000000011 5.4500000000000011 4.6500000000000012 3.3500000000000001 565.50000000000011 12.15 1.0500000000000003 2.5000000000000004 4.3500000000000005 500.50000000000006 0.35000000000000003 2.9500000000000006 1.4500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 7 4 -4 -5 12 8 -2 -1 -9 14 16 -14 -11 -16 -3 18 -8 right_child=1 6 3 5 -6 -7 17 10 -10 11 -12 -13 13 -15 15 -17 -18 -19 -20 leaf_value=0.011526102284427093 -0.0018866377524712195 0.0057241851221697263 -0.027886052633404296 0.015909383831685518 0.0080136709968788213 -0.0016944154107181619 0.023275059671223817 -0.0028902789031037043 -0.013033165186138954 -0.039823984022782227 0.0059182343181788328 -0.042059470353385031 0.0061557273851474588 0.018569213073820336 -0.022329809216819211 -0.012862585436552882 -0.013152511114311689 0.032902135760927036 0.0014730659197498661 leaf_weight=6.2068323716521254 202.84349923580885 19.561912223696709 10.959421619772913 95.748589709401131 10.734317779541014 29.639420822262764 27.818621784448624 146.17527839541435 83.666053161025047 8.2100660949945432 150.59752033650875 8.1627917215228063 157.17219862341881 76.473371520638466 85.188529167324305 144.96417339146137 14.074976354837416 15.850661769509314 16.3285241574049 leaf_count=53 1129 79 59 505 49 171 122 1121 519 78 838 126 649 322 1208 1428 57 65 68 internal_value=-0.000497292 0.00361218 0.000296152 0.00839285 -0.0103318 0.0117281 0.0109736 -0.00174784 -0.00519303 -0.0176609 0.00156768 -0.0184596 0.00870989 0.0103019 -0.0174582 -0.0164698 -0.00218188 0.020668 0.0155332 internal_weight=1310.38 1057.64 730.364 147.082 21.6937 125.388 327.28 583.282 286.51 252.732 296.773 246.526 267.282 233.646 238.363 230.153 33.6369 59.9978 44.1471 internal_count=8646 5753 4391 784 108 676 1362 3607 1648 2893 1959 2840 1107 971 2714 2636 136 255 190 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=25 num_cat=0 split_feature=0 0 3 0 0 0 0 2 6 0 2 3 0 2 0 2 2 2 1 0 1 2 2 0 split_gain=34.2312 8.2205 7.44172 7.03927 5.46268 3.83689 3.02826 2.33969 2.12922 2.39389 2.92848 1.9119 2.04017 1.68034 4.14317 4.46317 2.59763 3.38633 3.16234 2.2157 1.57784 1.3769 1.27229 0.573857 threshold=581.50000000000011 538.50000000000011 3.5000000000000004 646.50000000000011 540.50000000000011 579.50000000000011 542.50000000000011 12.15 1.5000000000000002 681.50000000000011 1.3500000000000003 3.5000000000000004 655.50000000000011 3.3500000000000001 637.50000000000011 2.0500000000000003 5.4500000000000011 5.1500000000000012 5.5000000000000009 633.50000000000011 4.5000000000000009 1.5500000000000003 5.0500000000000007 539.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 13 23 6 -6 20 11 10 -10 21 -13 14 19 -16 17 -15 -18 -2 -4 -5 -7 -3 right_child=3 4 7 8 5 22 -8 -9 9 -11 -12 12 -14 16 15 -17 18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.034000325469038487 0.010230322490637166 0.011581648261984514 -0.017398562376551522 0.026217799185118459 -0.024324739602220806 -0.0094001158549057162 -0.0022960138066598136 -0.04194664098522051 -0.01343836370992154 0.026550615071089481 0.013100732335845723 0.015262176262282432 0.042900922171721902 0.0019135061743322077 -0.027392067986378672 0.011964505533319438 0.0028971840363819835 -0.018232662462546359 0.018436844993330145 0.031456623620493722 -0.0076234845461061939 0.0034944528003871649 -0.036249192530584021 0.035344727454803479 leaf_weight=6.6157442405819884 151.34170684218407 6.8484946936368924 195.9929359741509 12.223866865038874 15.464690357446669 9.3756308406591433 333.79194558411837 8.1032148450613004 13.371790945529936 19.073157653212547 36.11148390173912 12.881548583507536 20.977084815502167 177.77354119718075 14.057347297668459 12.78309480845928 96.366556957364082 22.600845158100128 49.757274389266968 13.076752111315725 57.806141991168261 15.37119874358177 11.103384524583815 7.4698405414819717 leaf_count=58 683 54 2289 53 126 55 2226 128 55 82 146 52 88 850 57 52 477 111 233 53 559 63 70 56 internal_value=-1.19197e-05 -0.00815336 -0.0148547 0.00793708 -0.00342859 -0.00464066 -0.00335236 -0.0162325 0.0183544 0.0118754 0.00570593 0.0251964 0.0332687 0.00537986 0.00914791 -0.00871193 0.00326526 -0.00041327 0.008312 0.0121287 -0.0152304 0.0143 -0.0251999 0.0258032 internal_weight=1320.34 652.572 268.518 667.767 384.054 369.736 349.257 261.902 130.01 68.5564 49.4833 61.4537 33.8586 537.757 191.259 26.8404 346.498 200.374 146.124 164.418 253.799 27.5951 20.479 14.3183 internal_count=8676 5621 3034 3055 2587 2477 2352 2976 539 283 201 256 140 2516 845 109 1671 961 710 736 2848 116 125 110 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=20 num_cat=0 split_feature=0 0 2 0 6 0 0 6 5 2 2 2 1 5 0 0 2 2 0 split_gain=26.1452 12.526 3.40074 3.37746 2.37463 2.26109 5.12769 2.60654 2.12712 2.13745 2.1189 3.99771 3.93516 1.14061 1.61004 1.1395 2.73386 2.5898 0.74735 threshold=602.50000000000011 495.50000000000006 11.15 666.50000000000011 1.5000000000000002 651.50000000000011 646.50000000000011 1.0000000180025095e-35 1.5000000000000002 2.6500000000000008 9.8500000000000032 7.3500000000000005 3.5000000000000004 4.5000000000000009 462.50000000000006 687.50000000000011 2.7500000000000004 0.55000000000000016 478.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 10 5 13 6 7 -2 9 -7 11 -3 -12 -1 -15 16 -5 -17 -6 right_child=3 2 -4 15 18 8 -8 -9 -10 -11 12 -13 -14 14 -16 17 -18 -19 -20 leaf_value=-0.042677312798931159 -0.0012552698721577517 -0.001112408489345707 -0.031587531784075917 0.01524522618107349 0.0072737514277157952 -0.023530733242717167 0.032080153990376288 0.010173641292047397 0.010787290722256005 0.0030091921459351749 0.039688481386442841 -0.0096985499835705122 -0.0010459205496779833 -0.037296876400085305 -0.016125013514310435 0.027490323103992145 0.045353672913868714 -0.0045052739009992472 -0.015668643984924013 leaf_weight=13.500296667218207 60.799615368247032 573.78365104645491 9.3365834504365903 22.78186072409153 6.2969820052385312 14.187133073806764 23.056838780641556 254.50067216157913 18.624896839261055 14.179307028651236 7.313715651631358 177.37529017776251 19.725964732468128 15.138130109757183 31.080617383122444 11.494054213166239 12.500083804130552 11.870952889323233 5.7461169622838497 leaf_count=218 277 3808 94 97 88 57 93 1089 75 57 74 1470 164 265 477 53 52 50 83 internal_value=0.000199809 -0.00488583 -0.00304058 0.0100425 -0.0247472 0.00827894 0.00970525 0.00795699 -0.00187508 -0.0104434 -0.00265156 -0.00315675 0.0108161 -0.0287889 -0.0238084 0.0212134 0.0270062 0.0115115 -0.00365144 internal_weight=1303.29 859.297 787.535 443.995 71.7621 385.348 338.357 315.3 46.9913 28.3664 778.199 751.159 27.0397 59.719 46.2187 58.647 35.2819 23.365 12.0431 internal_count=8641 6741 5610 1900 1131 1648 1459 1366 189 114 5516 5278 238 960 742 252 149 103 171 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=22 num_cat=0 split_feature=0 1 2 2 0 5 2 5 2 3 6 0 3 0 2 2 0 0 2 2 5 split_gain=22.7463 6.89543 4.77169 5.41735 4.34111 3.99688 3.16674 3.14005 2.08935 2.04054 3.56357 2.53548 1.72173 3.15444 2.03448 1.59427 1.70299 1.50493 0.781683 0.482127 0.178067 threshold=554.50000000000011 6.5000000000000009 9.2500000000000018 3.3500000000000001 507.50000000000006 7.5000000000000009 8.9500000000000011 1.0000000180025095e-35 3.2500000000000004 4.5000000000000009 1.0000000180025095e-35 550.50000000000011 6.5000000000000009 503.50000000000006 9.3500000000000032 4.3500000000000005 673.50000000000011 647.50000000000011 10.950000000000001 6.3500000000000005 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 8 12 9 19 -5 -2 11 -11 -6 13 14 -1 16 17 -3 20 -7 -14 right_child=1 15 -4 7 5 6 -8 -9 -10 10 -12 -13 18 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.0028976466011302231 0.0074611856900097685 0.014965210731941393 0.029993779469323731 0.014508313265456952 0.0075040908027488133 -0.044439453229585507 0.0075251031109891883 -0.0010399437907374334 0.028965767104551877 -0.016620844157151454 -0.0021827812385899321 -0.018654658886047459 -0.021247077757414475 -0.04242674413461394 -0.020980044966081721 0.030951889563356497 0.02631883627091813 -0.0044833230753539991 -0.009027914251412146 -0.022503909291460428 -0.037705661837204384 leaf_weight=41.795506812632084 261.99729474633932 24.926531434059143 15.369637154042719 33.56463123857975 53.718306235969067 8.6913021504879051 5.2698407918214789 534.39629229903221 11.169666603207586 64.789325453341007 125.88184376806021 10.106027916073797 9.946724317967897 7.7934068739414206 24.942859247326851 20.041165441274643 18.231641039252281 15.010669976472853 5.9658492356538764 11.451223731040953 15.24783220887184 leaf_count=571 1184 108 92 158 419 96 53 2917 51 610 1069 71 152 96 371 88 81 61 106 132 250 internal_value=0.000317051 0.0045357 0.0032192 0.00268898 -0.00988144 -0.00655266 -0.0251282 -8.842e-05 0.00846118 -0.00458715 -0.00717598 0.00306107 -0.0185063 -0.0139195 -0.00993955 0.0186673 0.0138987 0.00760225 -0.0285478 -0.0338596 -0.0324579 internal_weight=1320.31 934.708 856.498 841.128 385.6 279.908 25.4124 567.961 273.167 254.496 190.671 63.8243 105.692 74.5318 66.7384 78.21 58.1688 39.9372 31.1604 20.1425 25.1946 internal_count=8736 4740 4402 4310 3996 2450 281 3075 1235 2169 1679 490 1546 1038 942 338 250 169 508 228 402 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=27 num_cat=0 split_feature=2 1 3 6 5 2 5 4 1 2 1 2 2 2 1 4 5 2 2 6 2 2 3 2 3 5 split_gain=16.3619 6.26188 4.56703 6.68742 3.43582 2.93453 2.84504 2.83921 2.48986 2.40808 2.65904 2.57318 2.48583 2.31899 2.15024 1.88842 2.13204 1.82515 1.45361 1.39798 1.04679 1.72971 1.04656 0.859151 0.459035 0.422509 threshold=7.3500000000000005 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.8500000000000003 7.5000000000000009 6.5000000000000009 4.5000000000000009 8.6500000000000004 3.5000000000000004 11.450000000000001 10.850000000000003 7.9500000000000011 5.5000000000000009 5.5000000000000009 3.5000000000000004 4.3500000000000005 3.5500000000000003 2.5000000000000004 9.7500000000000018 9.2500000000000018 3.5000000000000004 10.250000000000002 6.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 5 -1 -5 -4 9 10 25 12 -11 15 -6 16 -10 18 22 -12 21 -15 -3 -22 -13 -2 right_child=8 17 3 6 14 -7 -8 -9 13 11 19 24 -14 20 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 leaf_value=0.018348868499003884 -0.040759973971132193 0.0048554836121041554 -0.0082085820939356794 0.0028433336860925855 -0.004772012066849479 0.005743996616041679 -0.018508806271441396 -0.030541482687570745 -0.018492488509073462 -0.008450189465443363 -0.017014985180917909 -0.034599287008871653 0.01792092985530289 -0.00021157245610625098 0.010192717168909113 -0.031045927933138318 0.010719062065472365 0.030675555096363678 -0.0033264417515408958 0.0062815294832299631 -0.023154832566510717 0.022175758808412209 0.021078311112733391 0 -0.01093884756226123 -0.021813114254846503 leaf_weight=57.12849497795105 15.201581470668318 16.963235303759575 125.94777819141746 345.83861053735018 104.9969023950398 247.42838509380817 15.298800300806759 15.605648823082445 13.590691506862642 70.9144192263484 48.861512694507837 9.2583775073289853 9.1574594229459745 41.371116504073143 29.943279832601547 11.253354005515574 9.836947560310362 16.996802046895027 11.941163808107374 6.5326328240334979 6.1500049382448223 9.7570158541202527 30.387723192572594 9.9764080420136434 5.0646980032324782 11.199733674526213 leaf_count=245 164 73 895 2107 655 1196 146 154 79 829 460 132 116 302 149 87 67 75 52 52 52 73 130 85 88 145 internal_value=-0.00028332 0.00264965 0.00151977 -0.00172669 0.00523986 0.00817708 0.00187638 -0.0109027 -0.0110126 -0.0146142 -0.0209259 -0.00893058 -0.00518872 -0.00465726 -0.001364 -0.014968 -0.00608558 0.0163391 0.0117059 -0.0141163 0.000727793 0.00430824 0.0155906 -0.00992066 -0.027819 -0.0339944 internal_weight=1296.6 1018.48 942.188 502.691 439.497 304.557 361.137 141.553 278.126 176.19 81.7955 94.395 80.0719 101.936 134.94 34.681 23.4276 76.2889 59.2921 55.3941 67.2545 51.1281 47.351 16.1264 14.3231 26.4013 internal_count=8608 5877 5547 3302 2245 1441 2253 1049 2731 1986 821 1165 945 745 804 233 146 330 255 512 512 375 203 137 220 309 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=20 num_cat=0 split_feature=0 0 0 2 2 6 0 2 5 0 0 3 2 5 3 6 6 0 0 split_gain=23.1947 8.74493 5.06701 2.63748 4.95206 3.48631 3.2817 3.10422 3.09118 2.31398 3.25665 1.87319 3.83085 2.34511 1.6973 1.25444 2.75909 0.623102 0.257247 threshold=565.50000000000011 495.50000000000006 699.50000000000011 5.4500000000000011 4.6500000000000012 3.5000000000000004 572.50000000000011 6.0500000000000007 2.5000000000000004 481.50000000000006 455.50000000000006 4.5000000000000009 2.5500000000000003 7.5000000000000009 6.5000000000000009 2.5000000000000004 1.5000000000000002 435.50000000000006 490.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 4 8 7 -6 -5 -2 10 17 15 -13 -14 -12 16 -3 -1 -11 right_child=2 11 -4 5 6 -7 -8 -9 -10 18 14 12 13 -15 -16 -17 -18 -19 -20 leaf_value=-0.018757486011698007 0.0083540748553875676 -0.0030885545342697134 0.036594617387492125 0.016946082973392784 -0.030889399479216668 0.031235595245813243 -0.0036561050510350922 0.0037571095419658357 0 -0.043526053980108989 0.0006110408962246639 0.027857419659753177 -0.007150873781999665 -0.02263036013657381 -0.023831997901335333 -0.017063577882597613 0.016399944509033242 -0.046444583446586113 -0.024253812392221366 leaf_weight=6.5634017549455148 274.58931043744087 70.935582377016544 11.720574006438254 60.971911430358887 11.808781951665877 15.707463413476942 89.795597791671753 167.98402078449726 185.50579057633877 14.968049470335247 20.922414008527998 6.3684724345803252 277.03807724267244 26.629444789141417 9.4336723536252958 8.7263663187623006 23.225444868206978 7.8526244089007378 9.5124215036630613 leaf_count=130 1200 551 54 307 71 77 451 897 908 250 302 44 2440 306 160 67 172 149 153 internal_value=6.97682e-05 -0.00861454 0.00519865 0.00469135 0.00278245 0.0090243 -0.00714018 0.00734955 0.00499527 -0.0249568 -0.0173312 -0.00580798 -0.00774255 -0.00859455 -0.00734338 0 0.0017877 -0.0361978 -0.0374794 internal_weight=1300.26 482.176 818.083 806.363 561.699 244.663 101.604 228.956 460.095 69.2526 44.7721 412.923 310.036 303.668 30.3561 102.887 94.161 14.416 24.4805 internal_count=8689 4724 3965 3911 2630 1281 522 1204 2108 1144 741 3580 2790 2746 462 790 723 279 403 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=22 num_cat=0 split_feature=0 0 1 2 0 2 0 2 0 0 6 0 6 1 0 1 0 0 2 0 3 split_gain=16.8965 4.61571 3.57571 1.98019 5.26572 3.67477 2.0988 1.89531 1.85022 1.3886 1.65244 5.26253 1.47408 1.32889 3.61196 2.29611 1.22084 1.89158 1.39746 1.28049 0.902517 threshold=563.50000000000011 495.50000000000006 6.5000000000000009 3.3500000000000001 573.50000000000011 3.4500000000000006 627.50000000000011 5.4500000000000011 562.50000000000011 687.50000000000011 1.5000000000000002 632.50000000000011 1.0000000180025095e-35 5.5000000000000009 548.50000000000011 4.5000000000000009 482.50000000000006 473.50000000000006 11.750000000000002 478.50000000000006 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 4 -2 -5 -6 -7 13 10 12 -12 -4 15 -15 -3 17 18 -1 -19 -18 right_child=2 8 9 5 6 7 -8 -9 -10 -11 11 -13 -14 14 -16 -17 20 19 -20 -21 -22 leaf_value=-0.026757147121703646 0.033420782433223203 -0.0077244581572887055 0.0081288516627020212 -0.025357856203001367 -9.6240836842231917e-05 -0.0015859429896973626 0.0092773667409148438 0.0045543136799574314 -0.029524450337576703 -0.0016038275498126767 -0.018133276508810459 0.02413054951533096 0.031224814216279546 -0.036532392848580751 0.0025735863691714374 0.00090950235829817441 -0.013820381853699602 0.012500148623908455 0 -0.014982798889553792 -0.038765049144725817 leaf_weight=25.498483274132017 15.594542965292929 233.71482948958874 11.855076864361761 12.151284769177435 129.08373469114304 255.51061926782131 108.45327727496624 244.15738889575005 7.5299696773290625 11.461006775498388 11.293537169694902 17.303165957331657 23.198365926742554 10.967822261154653 10.976742655038832 112.86071983724833 8.0276504121720809 8.0230389498174173 5.5756936185061923 6.9806809797883025 13.35388398170471 leaf_count=432 84 2173 51 58 599 1291 447 1296 53 52 50 71 100 92 78 919 131 122 107 111 234 internal_value=-0.00060541 -0.00849314 0.00355811 0.00251811 0.0061288 0.000714139 0.0041835 0.00140754 -0.00627959 0.0139118 0.0167645 0.00722186 0.0239946 -0.00571249 -0.0174939 -0.00490394 -0.0204875 -0.0151104 -0.0219673 -0.00011145 -0.030659 internal_weight=1283.57 443.51 840.062 764.951 253.132 511.819 237.537 499.668 376.05 75.1112 63.6501 28.5967 35.0534 368.52 21.9446 346.576 67.4594 46.0779 31.0742 15.0037 21.3815 internal_count=8551 4452 4099 3775 1130 2645 1046 2587 3315 324 272 121 151 3262 170 3092 1137 772 539 233 365 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=20 num_cat=0 split_feature=2 5 6 4 2 1 6 2 3 4 2 4 6 6 2 4 2 2 2 split_gain=13.9265 6.10555 5.29252 4.7369 4.33659 4.23143 3.74209 3.48485 2.57791 2.18079 2.12173 5.52306 2.85195 6.54292 3.09563 1.95981 2.29565 1.45356 0.983245 threshold=4.7500000000000009 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 11.050000000000002 6.5000000000000009 2.5000000000000004 9.2500000000000018 5.5000000000000009 2.5000000000000004 3.3500000000000001 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0500000000000003 3.5000000000000004 2.1500000000000008 3.4500000000000006 5.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 4 7 10 18 -3 -8 -7 12 -12 13 -1 -14 -11 -17 -13 -5 right_child=1 3 -4 6 -6 9 8 -9 -10 15 11 17 14 -15 -16 16 -18 -19 -20 leaf_value=-0.0013716666488575143 -0.0022709328190924282 -0.0037421277563251319 0.043385845817421886 -0.021116894039467298 -0.037945597234382254 -0.00025617934459771434 -0.0047317699223547952 0.012459971807788656 0.027659347655453543 0.036642075927194921 0.030016760856466113 -0.019642065852818354 -0.013353679652518026 0.0196366429339444 0.0050736980526749926 0.0009387646252029515 0.026346892160686322 -0.0011786328377945735 -0.012015272376312752 leaf_weight=62.181643322110176 13.213437240570785 405.80026943981647 10.723545268177984 39.700706124305725 7.7929174788296214 13.831962078809736 17.23034263774753 35.053301181644201 8.213010195642708 15.230037689208983 13.195835776627062 10.347586527466772 28.634460501372814 88.793366983532906 97.291785039007664 17.506309106945992 18.176821507513523 198.87525276467204 190.61614806577563 leaf_count=311 72 2732 51 306 101 60 125 330 74 65 63 54 125 418 442 75 80 1122 2038 internal_value=-0.000825632 -0.00539334 0.018902 -0.00625165 -0.00312852 0.00506264 -0.0116772 -0.00241726 0.00618545 0.0170131 0.00347216 -0.000144825 0.00638554 0.010999 0.000771895 0.0217156 0.0143833 -0.00220466 -0.0136903 internal_weight=1292.41 728.344 23.937 704.407 448.646 564.065 255.76 440.854 25.4434 64.7451 499.32 222.419 276.901 150.975 125.926 50.9132 35.6831 209.223 230.317 internal_count=8644 5829 123 5706 3163 2815 2543 3062 199 280 2535 1239 1296 729 567 220 155 1176 2344 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=20 num_cat=0 split_feature=4 2 2 6 2 2 2 2 2 3 2 6 5 3 2 2 1 5 5 split_gain=8.20397 5.58949 5.42035 4.50735 4.0324 8.31198 7.403 4.19829 3.34123 2.59898 2.40366 2.42063 3.21469 2.07256 4.49375 1.68328 1.64895 1.37336 0.388955 threshold=5.5000000000000009 5.2500000000000009 10.350000000000003 2.5000000000000004 9.2500000000000018 9.4500000000000011 9.8500000000000032 7.8500000000000005 0.35000000000000003 5.5000000000000009 2.4500000000000006 2.5000000000000004 1.5000000000000002 5.5000000000000009 7.9500000000000011 6.5500000000000007 4.5000000000000009 3.5000000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 4 13 7 -6 -7 8 -1 -5 18 12 -12 15 -15 -3 -9 -4 -2 right_child=1 3 17 9 5 6 -8 16 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=0.016346544559575446 -0.017847481131607511 -0.00017927394149276003 -0.00249009235287199 -0.0021561113823558744 0.062904891904054655 -0.025640510998495528 0.034670609575374378 -0.016781928155100875 0.00236330195981466 0.033019047104709744 -0.019681838735838748 0.026080498402073896 0.0072528050534439049 -0.030094050464793177 -0.0081065288076576977 -0.012853743316672012 -0.0009030897343780893 -0.034834846141260374 -0.0040042422234903242 leaf_weight=44.381294459104538 11.534619472920896 40.064474727958441 5.2087541036307838 13.893483087420465 7.4598336890339878 9.8222457133233565 8.5838919393718225 36.634710218757391 793.62336605042219 7.1187916696071616 12.293958000838755 12.124949157238005 64.49089489877224 45.400779739022255 50.221033424139023 79.535784807056189 30.354484420269728 11.065519105643032 11.718988493084906 leaf_count=196 51 300 45 101 63 93 82 350 4394 63 65 69 446 487 709 756 200 135 63 internal_value=-0.000193695 -0.00674644 0.00221599 -0.0110996 0.00273305 0.0218476 0.00256576 0.0021577 0.00312842 0.0104925 0.00239483 0.00618006 0.00267845 -0.0132695 -0.0188013 -0.00868612 -0.00977948 -0.0255155 -0.0115299 internal_weight=1295.53 348.398 947.134 236.234 930.86 25.866 18.4061 904.994 838.005 21.0123 112.163 88.9098 76.7849 215.222 95.6218 119.6 66.9892 16.2743 23.2536 internal_count=8668 3110 5558 2416 5378 238 175 5140 4590 164 694 580 511 2252 1196 1056 550 180 114 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=25 num_cat=0 split_feature=3 6 2 2 2 4 5 2 2 2 2 3 1 6 2 1 2 2 4 2 5 5 1 2 split_gain=5.70855 5.05937 4.06944 4.2632 4.06599 3.6015 3.38641 3.66664 3.36982 3.09317 3.53815 2.77398 2.6555 2.22164 1.95147 2.84886 2.7357 2.55782 2.14858 1.60746 1.59419 1.0916 0.642003 0.575541 threshold=4.5000000000000009 1.0000000180025095e-35 7.3500000000000005 9.2500000000000018 9.4500000000000011 4.5000000000000009 7.5000000000000009 7.0500000000000007 8.6500000000000004 7.6500000000000012 6.9500000000000011 2.5000000000000004 4.5000000000000009 2.5000000000000004 3.5500000000000003 3.5000000000000004 8.5500000000000025 2.9500000000000006 5.5000000000000009 0.35000000000000003 4.5000000000000009 8.5000000000000018 4.5000000000000009 2.2500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 14 6 12 -5 9 7 -3 11 10 19 -7 -4 -13 17 16 -16 23 -17 -1 -10 -8 -11 -2 right_child=1 2 3 4 -6 8 21 -9 20 22 -12 13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.019089326123280254 -0.016220804206615209 0.00268772172979183 -0.020580957677233426 0.036517545942529123 -0.0019049175133745622 -0.022247398066479643 -0.0042132839957490656 0.025544873969616362 -0.034403512821990764 0.037841346215363378 -0.017604799512882408 0.0001526763163995953 -0.0019190177293216531 0.013532848384690261 -0.027469103019376315 0.0013409404401740464 -0.0026149850900873657 -0.040557492464747498 -0.011296789940957777 0.006238243417677378 -0.0036328253970404501 -0.032373085104981825 0.015588062295917617 -0.00025018091552091035 leaf_weight=26.77197490632534 14.114536114037039 339.64889328554273 53.661674655973911 7.3350920490920535 38.038325153291225 10.900718860328196 7.2328587472438794 17.612991858273745 9.1399633437395114 8.1202119514346141 13.699411027133463 176.99479434639215 30.569012731313705 36.830346509814262 26.831270080059767 93.15197642147541 19.559878949075937 9.6347417831420881 50.995993744581938 262.67277033627033 8.3322537653148157 7.3438772708177567 10.768632434308527 10.087615184485911 leaf_count=119 71 2023 566 67 454 52 62 135 72 59 75 1056 221 190 314 720 310 61 526 1214 81 81 58 54 internal_value=0.000370567 -0.00255633 0.000230221 -0.00735474 0.00485218 0.00414239 0.0029 0.00389669 -0.000445665 0.00759921 0.00630038 0.00121549 -0.0139688 0.00253289 -0.00877938 -0.00670568 -0.0173717 -0.0197854 -0.00314256 0.00750574 -0.0209911 -0.0198889 0.0268277 -0.0100366 internal_weight=1290.05 725.819 501.443 129.604 45.3734 564.231 371.839 357.262 242.198 322.033 303.144 224.726 84.2307 213.825 224.376 190.539 46.3911 33.8369 144.148 289.445 17.4722 14.5767 18.8888 24.2022 internal_count=8641 5665 3609 1308 521 2976 2301 2158 1451 1525 1408 1298 787 1246 2056 1870 624 186 1246 1333 153 143 117 125 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=23 num_cat=0 split_feature=0 2 0 0 5 1 0 0 0 4 5 0 4 0 0 5 1 5 4 5 2 0 split_gain=14.7373 5.10002 3.85857 3.17488 2.07756 2.02921 1.75127 1.49103 3.37611 1.97465 1.45341 1.56298 1.47931 1.33463 2.10276 2.18215 1.13516 0.943005 0.559973 0.509293 0.475105 0.359788 threshold=570.50000000000011 9.1500000000000004 495.50000000000006 643.50000000000011 8.5000000000000018 3.5000000000000004 638.50000000000011 567.50000000000011 565.50000000000011 4.5000000000000009 1.5000000000000002 682.50000000000011 3.5000000000000004 482.50000000000006 455.50000000000006 7.5000000000000009 4.5000000000000009 7.5000000000000009 5.5000000000000009 5.5000000000000009 4.8500000000000005 489.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 13 5 7 20 -7 8 -4 -9 11 -5 -12 14 17 -16 18 -1 -6 -15 -2 -21 right_child=1 -3 4 10 16 6 -8 9 -10 -11 12 -13 -14 19 15 -17 -18 -19 -20 21 -22 -23 leaf_value=-0.039921809241127426 0.025096564026507614 0.03731787879508329 -0.0049122436728053411 0.002173608731804051 -0.014263985129820276 0.0017574556754743663 -0.0120242977687772 0 0.015334266822867827 -0.025410460944760377 0.026470003839073188 0.016801091863533461 0.0082607994236743622 -0.038435960761862648 0.0041073529098611108 -0.023769080665011506 -0.0026803396356843831 -0.010534695249656533 -0.040085694871851693 -0.026774265315332557 0.007388807711346642 -0.0059719504739368344 leaf_weight=7.4766359478235227 9.6313067972660082 10.22217111289501 383.15716375410557 69.246478900313377 6.5205161422491091 579.60657744109631 22.94305893778801 12.376220479607584 20.691757917404175 17.930764481425285 22.125897377729416 24.529332548379898 26.279862225055695 9.7247642911970633 20.598850902169946 9.3302758149802667 6.5495417192578307 6.2778201401233673 6.3167940825223923 5.0056404955685121 9.3247949033975583 5.509084340184927 leaf_count=160 49 52 3319 284 77 2855 95 72 115 109 92 110 108 175 327 149 67 125 80 92 52 95 internal_value=-0.000563445 0.00379848 -0.00709143 0.00329506 -0.00542937 0.00173587 0.00120536 -0.00466976 -0.00382722 -0.0152562 0.010016 0.00618944 0.0170526 -0.0185417 -0.0129108 -0.00490887 -0.0211316 -0.0284709 -0.02931 -0.0292797 0.0174431 -0.0177745 internal_weight=1291.38 773.909 517.466 763.687 453.543 621.506 602.55 434.156 403.849 30.307 142.182 93.7758 48.4058 63.9231 43.6836 29.9291 19.3869 13.7545 12.8373 20.2395 18.9561 10.5147 internal_count=8659 3697 4962 3645 3839 3051 2950 3615 3434 181 594 394 200 1123 761 476 224 285 157 362 101 187 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=24 num_cat=0 split_feature=0 0 2 0 0 2 5 4 5 5 3 0 0 2 2 2 5 2 2 1 2 0 1 split_gain=12.0924 5.0541 4.66925 4.18628 5.46426 3.73457 3.02121 5.35527 2.65606 2.63675 3.57705 3.16915 3.47907 2.91862 2.8662 2.36309 5.08619 3.36205 2.31081 2.06214 1.82146 3.02228 0.172459 threshold=563.50000000000011 495.50000000000006 2.4500000000000006 616.50000000000011 603.50000000000011 9.2500000000000018 1.5000000000000002 3.5000000000000004 4.5000000000000009 4.5000000000000009 6.5000000000000009 560.50000000000011 548.50000000000011 7.3500000000000005 8.0500000000000025 5.4500000000000011 4.5000000000000009 4.7500000000000009 1.0500000000000003 4.5000000000000009 7.3500000000000005 464.50000000000006 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 19 15 7 -5 22 10 13 12 -11 -3 -12 17 -17 -4 -8 -2 -10 -22 -1 right_child=2 9 5 6 -6 -7 18 -9 20 11 14 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 leaf_value=-0.046536443795656399 -0.0065981169135233241 0.0010698737736059352 0.00036022436498868703 -0.0063888084952675606 -0.023868947415119437 0.026774062540873063 0.01062247944358868 0.020288353501684897 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0.0080092 -0.0202723 -0.00513633 -0.00126693 -0.00969713 -0.00794727 -0.00367884 0.0167494 0.000261819 0.00408112 -0.00212869 0.0238644 0.00868999 -0.0138169 -0.00851849 -0.0378613 internal_weight=1283.24 440.696 842.545 185.929 58.7992 656.616 127.129 73.6007 64.3637 376.332 204.883 171.449 162.743 181.639 23.2433 644.041 248.461 395.58 53.5287 41.2847 48.5976 39.4178 15.7661 internal_count=8631 4515 4116 813 280 3303 533 311 1145 3370 1710 1660 1595 1493 217 3238 1311 1927 222 202 862 707 283 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=30 num_cat=0 split_feature=3 6 2 1 2 4 5 1 2 2 2 2 4 2 5 2 6 5 4 4 6 2 3 2 2 1 4 1 2 split_gain=8.28001 9.02769 5.24817 4.62597 3.72176 3.14827 2.90766 3.17197 2.61939 2.79131 2.34885 2.30064 2.2944 2.96286 2.44301 2.06294 2.98492 2.04721 4.11009 1.88242 2.86627 2.17895 1.79967 1.76609 3.72595 1.74929 1.15969 0.761618 0.648893 threshold=4.5000000000000009 1.0000000180025095e-35 5.8500000000000005 3.5000000000000004 5.0500000000000007 5.5000000000000009 3.5000000000000004 4.5000000000000009 8.6500000000000004 7.8500000000000005 10.950000000000001 5.0500000000000007 5.5000000000000009 5.7500000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 4.5000000000000009 1.5000000000000002 3.6500000000000008 5.5000000000000009 5.8500000000000005 8.5500000000000025 5.5000000000000009 4.5000000000000009 5.5000000000000009 6.0500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 11 23 22 -6 7 12 9 -4 -10 25 14 -14 -1 -9 -17 18 26 21 -21 -19 -5 -2 -25 -3 -8 -13 -20 right_child=1 2 8 4 5 -7 17 15 10 -11 -12 27 13 -15 -16 16 -18 19 28 20 -22 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=0.0049282716520102927 -0.0047347115339701103 -0.00056684720301779473 -0.0054209783888880397 -0.024821162945799981 0.0036257362786649332 -0.013710847764068231 -0.0081758231491260505 0.018789960978475375 0.0075252732462761165 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7.1444795019924632 leaf_count=93 77 858 1086 222 570 440 197 99 559 322 178 271 54 73 214 282 1052 42 55 320 151 191 162 245 296 302 113 61 57 internal_value=-0.000289575 -0.00384388 -0.000147165 -0.012324 -0.00849675 -0.00281144 0.00422983 0.00664102 -0.00550464 -0.00870559 0.0029338 0.00469871 0.0158269 0.00016851 0.0207232 0.00438102 0.00320711 -0.00106379 -0.00738979 0.00345189 -0.00191496 0.0117677 -0.0180425 -0.0266166 -0.0313858 0.00239631 -0.0137784 0.0143259 0.0137319 internal_weight=1286.76 720.989 503.227 217.763 173.3 109.752 565.769 389.188 239.423 173.986 65.4372 263.804 75.2233 18.4086 56.8147 313.964 291.763 176.581 73.744 102.837 62.6031 40.2341 63.5482 44.4622 35.9614 214.317 57.0673 49.4869 16.6766 internal_count=8642 5649 3637 2012 1394 1010 2993 1867 2145 1408 737 1492 434 127 307 1433 1334 1126 422 704 471 233 384 618 541 1160 310 332 112 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=24 num_cat=0 split_feature=0 0 6 3 0 2 2 1 2 1 0 1 6 3 0 2 0 2 2 0 5 5 2 split_gain=17.2226 5.17123 3.69092 4.83888 3.56449 5.47177 7.84612 3.05889 4.96545 2.78784 2.93853 2.60717 2.59065 2.39857 2.01296 1.86484 2.64601 2.39633 1.50035 1.3848 1.11534 0.973844 0.437316 threshold=531.50000000000011 602.50000000000011 3.5000000000000004 5.5000000000000009 455.50000000000006 8.9500000000000011 9.4500000000000011 3.5000000000000004 5.1500000000000012 4.5000000000000009 528.50000000000011 5.5000000000000009 1.5000000000000002 4.5000000000000009 502.50000000000006 5.4500000000000011 554.50000000000011 5.8500000000000005 6.4500000000000011 695.50000000000011 5.5000000000000009 3.5000000000000004 11.050000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 7 3 19 22 9 20 8 21 10 -6 -4 -5 -10 -8 16 -9 -17 -11 -3 -7 -2 -1 right_child=1 2 11 12 5 6 14 15 13 18 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.046015205743504831 0.015588962371790908 0.0069770486250293603 0.037812739091951257 -0.023571728672146734 -0.017191882259050651 0.047809704198766949 -0.017704431893115099 -0.015819221875648645 0.01935002378818464 -0.014665754430821125 -0.046303453903504384 0.0092395787989669308 0.0027678358442182562 -0.0074183492362699449 0.003712432788055082 0.013199612538469675 -0.0017919681975995605 9.5759680541733321e-05 0.0070644708917818148 0.023495623396414395 0.015071127229317586 0.041001659996485799 -0.018307743242670139 leaf_weight=7.7973668016493303 9.7549657970666903 362.21322144567966 15.267414867877958 19.000755026936531 91.383214827626944 6.7586422301828843 24.221187610179186 38.34435772895813 10.759003356099127 13.464494522660972 9.4557264782488328 18.580635339021683 16.583319514989853 27.983481932431459 18.329619895666838 39.519114710390568 243.02390954643488 257.0144248008728 16.412261433899403 12.673275038599966 6.8285604752600193 10.597715005278586 5.0723571963608265 leaf_count=171 59 1542 64 89 1173 83 392 298 72 133 91 78 71 224 203 254 1366 1759 179 60 87 68 114 internal_value=0.000652018 0.00314995 0.00728392 0.0059242 -0.0127954 -0.010872 0.00208542 0.000251687 0.0109944 -0.0164483 -0.0203987 0.0229864 -0.0114198 0.000189404 -0.00849047 -0.000855303 -0.00377054 0.00189741 -0.00272452 0.00760979 0.0338601 0.0303561 -0.0375627 internal_weight=1281.04 1081.32 444.319 410.471 199.723 186.854 56.138 636.997 59.0952 130.716 100.839 33.8481 35.5841 38.7425 42.5508 577.902 281.368 296.534 29.8768 374.886 13.5872 20.3527 12.8697 internal_count=8630 6004 1904 1762 2626 2341 765 4100 423 1576 1264 142 160 296 595 3677 1664 2013 312 1602 170 127 285 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=18 num_cat=0 split_feature=0 0 5 2 2 0 0 6 6 4 0 0 5 0 0 2 2 split_gain=10.6671 6.90251 4.35601 3.7912 4.25892 3.55612 2.3856 2.16376 1.89373 1.71058 3.23503 3.48135 3.16546 2.86512 4.39828 1.24029 0.718201 threshold=518.50000000000011 671.50000000000011 8.5000000000000018 9.2500000000000018 8.9500000000000011 572.50000000000011 455.50000000000006 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 478.50000000000006 495.50000000000006 5.5000000000000009 510.50000000000006 513.50000000000011 1.3500000000000003 9.4500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 -2 -5 -1 -3 -4 13 12 -12 -11 16 -15 -9 -8 right_child=1 7 8 5 -6 -7 9 15 -10 10 11 -13 -14 14 -16 -17 -18 leaf_value=-0.033262465711079346 0.0012182475733102315 0.032775267763696062 0 0.0083561311080989267 -0.026142887165424913 0.044670854456023985 -0.019377113461999426 0.021638676124589827 -0.037746766061671266 0.03707414205753972 -0.030049523502003152 -0.0033161310344610607 -0.0039031674968423818 0.030585032790033287 -0.020800209245524753 0.0002036502942497475 -0.038784253393512526 leaf_weight=12.418721936643122 1027.9758520424366 19.929826676845551 5.1924171373248091 35.99266916513443 13.411141514778135 7.6960809230804434 22.154406465590004 12.061224400997164 9.2479956001043302 6.6982059367001083 16.695783015340567 41.734978452324867 11.253738082945345 5.961824305355548 9.3624428287148458 14.997442081570624 9.5267640240490419 leaf_count=283 5839 92 51 290 97 38 320 56 90 108 309 518 184 66 106 64 151 internal_value=0.000314917 0.00189186 0.0010759 0.0014542 0.000836348 0.0157216 -0.0128779 0.0204604 -0.0252795 -0.0105351 -0.00569751 -0.0114161 0.0122719 -0.0180095 0 0.010367 -0.0263742 internal_weight=1282.31 1146.5 1099.52 1085.08 1041.39 43.6888 135.807 46.9885 14.4404 123.388 76.3827 58.4308 17.9519 47.0054 15.3243 27.0587 31.6812 internal_count=8662 6617 6405 6264 5936 328 2045 212 141 1762 1119 827 292 643 172 120 471 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=14 num_cat=0 split_feature=2 1 2 2 3 6 2 6 5 6 3 1 2 split_gain=7.01011 5.3885 4.79897 4.06491 3.54604 3.41853 4.44179 2.20593 2.15093 2.11149 1.89103 3.51907 1.75816 threshold=3.3500000000000001 6.5000000000000009 12.15 3.2500000000000004 4.5000000000000009 1.5000000000000002 0.15000000000000005 3.5000000000000004 3.5000000000000004 3.5000000000000004 5.5000000000000009 5.5000000000000009 4.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 9 6 -1 -6 -8 -2 11 -7 -3 right_child=1 12 -4 -5 7 10 8 -9 -10 -11 -12 -13 -14 leaf_value=0.033550772512227725 0.0020830861332415524 0.027082210934637474 -0.040742143958120133 0.032016803488515121 -0.0058659313542661785 -0.011913628483302923 0.010251474563571712 0.010139596193259784 -0.0037910867705323315 -0.015622802143172236 0.014411910195623595 0.0045507456376214931 0.0041870255475211018 leaf_weight=16.740009725093842 327.4991575665772 17.970287337899208 7.4528639875352374 13.528727669268845 549.69241503253579 57.804876424372196 109.88376162946224 21.297749772667885 34.969364885240793 16.711163401603699 17.089875459671021 71.055535823106766 16.864597335457802 leaf_count=76 1914 78 137 68 4725 264 496 129 193 87 86 303 78 internal_value=-0.000295977 -0.00244392 -0.00318412 0.00608171 -0.00282868 0.00482456 0.00981315 -0.00524351 0.00682439 0.00116623 -0.000693863 -0.00283129 0.0165637 internal_weight=1278.56 957.488 922.653 321.072 915.2 307.543 161.593 570.99 144.853 344.21 145.95 128.86 34.8349 internal_count=8634 7148 6992 1486 6855 1418 765 4854 689 2001 653 567 156 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=21 num_cat=0 split_feature=0 0 2 2 2 2 0 2 0 3 3 1 1 2 0 6 1 2 2 6 split_gain=14.8152 4.51459 3.59463 3.27947 3.32955 2.87202 4.49722 2.99014 2.75289 4.07356 1.64573 3.44297 1.71214 1.48962 1.45256 1.44606 1.38744 1.01088 0.885437 0.274515 threshold=518.50000000000011 585.50000000000011 1.6500000000000001 2.4500000000000006 3.0500000000000003 5.4500000000000011 590.50000000000011 5.6500000000000012 615.50000000000011 3.5000000000000004 6.5000000000000009 2.5000000000000004 3.5000000000000004 10.850000000000003 477.50000000000006 1.0000000180025095e-35 5.5000000000000009 6.7500000000000009 6.7500000000000009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 -2 -4 -5 8 -7 -8 9 -3 11 14 18 17 -1 -14 -10 -12 -13 -19 right_child=1 5 3 4 -6 6 7 -9 16 -11 13 12 15 -15 -16 -17 -18 19 -20 -21 leaf_value=-0.0046751384291143843 0.029036207837894748 -0.017214707321134171 -0.024054641497778223 0.018056228439646105 -0.002202459622218367 0.031584601491051502 0.028880651298541418 0.0041822287131199403 0.010354997307896935 0.0016605338477339111 -0.0086554743123370293 -0.0078812172309725599 2.4104663306048337e-05 -0.0016722532091384705 0.028979167617425597 -0.016235356096832868 0.0030932958436012603 -0.022307119282088853 -0.029554000061839503 -0.04196847719179083 leaf_weight=5.3595132753252965 8.4401540234684926 33.599399551749229 15.461288064718245 20.148727178573608 477.36525382846594 21.587375357747078 13.036274597048758 109.19315405189991 112.95207370817661 162.16236402094364 5.7881957814097431 7.7723200395703342 21.882846895605326 5.9828673750162116 5.5941328890621662 32.919941019266844 165.34001456201077 8.9821817204356211 24.026031602174044 12.498376257717608 leaf_count=102 46 160 92 119 3529 111 59 503 468 800 88 107 304 122 82 433 694 173 383 211 internal_value=6.98119e-05 0.0019082 -0.00150948 -0.00207731 -0.0013374 0.00479821 0.0109769 0.00706998 0.00289405 -0.00162472 -0.0157971 -0.0122018 -0.0155695 -0.0255349 0.0130806 -0.00976924 0.00608507 -0.0303492 -0.0248109 -0.0353274 internal_weight=1270.09 1139.29 521.415 512.975 497.514 617.871 143.817 122.229 474.054 195.762 130.806 97.5548 86.6011 33.2516 10.9536 54.8028 278.292 27.2688 31.7984 21.4806 internal_count=8586 6581 3786 3740 3648 2795 673 562 2122 960 2005 1411 1227 594 184 737 1162 472 490 384 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=23 num_cat=0 split_feature=2 5 6 2 1 3 4 4 5 1 3 5 2 2 6 4 2 1 2 6 5 2 split_gain=3.80233 2.81618 6.2135 2.37921 2.79212 2.80676 2.77405 2.67182 2.32997 4.43307 3.51242 2.56756 3.55192 2.48236 2.35925 3.01338 2.18374 2.07981 2.07057 1.8016 1.46427 0.671403 threshold=4.7500000000000009 1.0000000180025095e-35 1.5000000000000002 5.0500000000000007 3.5000000000000004 5.5000000000000009 5.5000000000000009 5.5000000000000009 1.5000000000000002 5.5000000000000009 4.5000000000000009 2.5000000000000004 4.3500000000000005 2.5500000000000003 3.5000000000000004 2.5000000000000004 3.1500000000000008 6.5000000000000009 3.6500000000000008 1.0000000180025095e-35 1.0000000180025095e-35 1.5500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 -2 7 5 -5 -6 19 9 10 18 12 16 -12 15 -13 -10 20 -1 -3 -11 -19 right_child=1 3 -4 4 6 -7 -8 -9 11 17 13 14 -14 -15 -16 -17 -18 21 -20 -21 -22 -23 leaf_value=0.021932461678999982 -0.0071397078033134725 -0.036667170677106335 0.039952833026796607 -0.0013643870595305275 0.0015810852526454565 -0.017276695728524988 -0.0062349803060821789 0.0065651614241975277 0.013408670448865354 -0.0036616713835212196 0.011281765607818064 -0.02139192441501284 0.034646528309391092 -0.016340423851649348 0.021614979536058627 0.002335608411283642 -0.00097440599341981182 -0.0062124503753829786 0.00020193464476703224 -0.012131547260230574 -0.019327707290166023 0.0069787363794552 leaf_weight=33.630989193916321 15.790744636207821 11.008884832262991 11.062968671321867 54.526051755994558 348.4734821729362 57.359772812575102 166.82981870695949 11.551072537899016 65.621970169246197 24.822352007031441 12.076215066015719 13.181417703628538 13.238927930593489 20.297783121466637 13.709328308701513 231.32165124639869 42.468747831881046 16.70917584002018 16.751346565783024 27.556619010865688 42.690611004829407 19.964150235056877 leaf_count=145 85 70 51 570 2343 862 1526 89 292 107 54 63 69 107 66 1303 208 75 78 156 183 84 internal_value=-0.000282146 -0.00273724 0.0128194 -0.00337939 -0.00251977 -0.00964712 -0.000946863 -0.0137796 0.00276025 -0.00178284 0.00677722 0.00500988 0.010989 -0.00585761 0.00214954 0.000954141 0.00775461 -0.00862951 0.0149493 -0.0200116 -0.0137783 0.000830452 internal_weight=1270.64 704.159 26.8537 677.306 627.189 111.886 515.303 50.1166 566.485 186.943 82.7563 379.542 121.33 32.374 258.212 244.503 108.091 104.186 50.3823 38.5655 67.513 36.6733 internal_count=8586 5752 136 5616 5301 1432 3869 315 2834 833 384 2001 569 161 1432 1366 500 449 223 226 290 159 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=24 num_cat=0 split_feature=0 0 5 0 5 0 2 3 2 2 5 5 2 0 2 0 2 4 2 0 0 0 0 split_gain=11.853 3.11767 2.19781 2.56601 3.58668 3.98675 3.02474 2.10074 2.77595 3.32633 2.06304 2.79418 2.01191 1.7989 1.61765 2.30492 3.03056 1.52376 1.5947 1.29614 1.59885 1.09582 0.537907 threshold=573.50000000000011 455.50000000000006 4.5000000000000009 584.50000000000011 2.5000000000000004 579.50000000000011 6.7500000000000009 4.5000000000000009 8.6500000000000004 7.6500000000000012 7.5000000000000009 6.5000000000000009 9.0500000000000025 543.50000000000011 4.8500000000000005 592.50000000000011 6.1500000000000012 5.5000000000000009 0.35000000000000003 610.50000000000011 586.50000000000011 598.50000000000011 604.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -2 -6 8 9 -3 11 -9 -12 -10 19 16 -16 18 -5 20 -4 -19 -17 right_child=2 7 14 17 6 -7 -8 10 13 -11 12 -13 -14 -15 15 22 -18 21 -20 -21 -22 -23 -24 leaf_value=-0.030527879072447719 0.022241445981656761 0.00021217740404316679 0.013927928882115422 0.015920405286778554 -0.0060441677194647409 -0.0090109493636241142 -0.035950739649572537 -0.0065148056947582885 -0.0022029817464563578 0.023925950142740331 -0.024487536621931941 0.0084714754182709066 0.00041230035671949806 -0.034398716758439703 0.047616079024228534 -0.0020904437854831538 0.012077767549260454 -0.009932945397682854 0.0050250531382782498 0.015852506089967643 -0.0079525987968189719 0.0026144892778784605 0.012772402476262011 leaf_weight=10.829800240695475 19.123874872922897 100.00937849655747 11.724009007215498 36.252635821700096 33.672108352184296 19.606117725372314 10.836987450718878 318.08570226281881 10.163971479982139 16.449715074151754 26.782237906008959 33.326016064733267 10.860413853079079 7.2980964034795752 10.668664619326593 10.625809609889986 15.371493384242056 25.674816742539406 443.29094582796097 17.79157130420208 23.221372336149216 48.291594415903091 11.296244382858275 leaf_count=264 109 722 66 163 198 110 68 2955 106 138 360 370 162 53 62 55 89 138 1963 75 119 211 50 internal_value=0.000624318 -0.00504045 0.00473283 0.00362426 -0.00448971 0.00646623 -0.0140656 -0.00444586 0.000918277 0.00377947 -0.00630276 -0.00505939 -0.0173494 -0.0170641 0.0115889 0.0181997 0.0280452 0.00485938 0.00589054 0.0052569 -0.000289433 -0.00174861 0.00557321 internal_weight=1271.25 533.805 737.448 636.749 83.2391 38.73 44.5091 522.976 133.921 116.459 389.054 351.412 37.6427 17.4621 100.699 47.9622 26.0402 553.51 479.544 52.737 34.9454 73.9664 21.9221 internal_count=8606 5130 3476 2960 485 219 266 4866 1019 860 3847 3325 522 159 516 256 151 2475 2126 260 185 349 105 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=21 num_cat=0 split_feature=0 1 0 0 6 2 2 2 3 0 1 3 0 2 3 0 0 2 0 0 split_gain=11.6919 3.40682 3.80694 3.38499 2.88212 3.06507 2.67948 3.72027 2.88269 2.70744 1.94426 1.71808 1.62731 1.38149 1.34755 1.51824 1.10103 1.16934 0.966781 0.745743 threshold=554.50000000000011 5.5000000000000009 495.50000000000006 670.50000000000011 2.5000000000000004 7.1500000000000012 7.3500000000000005 6.5500000000000007 3.5000000000000004 585.50000000000011 3.5000000000000004 7.5000000000000009 573.50000000000011 8.4500000000000011 6.5000000000000009 455.50000000000006 678.50000000000011 0.55000000000000016 542.50000000000011 472.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 14 6 11 -6 7 10 -9 12 -2 -4 -8 -11 15 -1 -5 -18 -3 -16 right_child=3 18 4 16 5 -7 9 8 -10 13 -12 -13 -14 -15 19 -17 17 -19 -20 -21 leaf_value=-0.034848692134399055 0.015899376369215606 -0.040393824815127599 -0.0025728158225056478 0.027641833640867638 -0.035594414963653037 0 -0.0057169485157562315 -0.0084182923849963551 0.018665879369264234 -0.0016141933438244905 0.0021765237770317567 0.023908387168979944 -0.024366706471262253 0.019183268887067735 -0.016488873764002807 -0.0070468840607549703 0.021739192416293171 0.002595539306506914 -0.011491830472163572 -0.040687707696690778 leaf_weight=5.1535048708319655 26.004281975328922 8.5539927184581739 251.46425299718976 14.873223900794981 12.701720114797356 10.370213475078343 37.071524076163769 10.765185937285422 61.946267038583755 21.202573224902153 692.95504853129387 5.2540352158248416 17.505380004644394 11.332648932933806 10.326139111071827 33.741707503795624 13.119455769658087 20.690790832042694 6.5511598214507094 7.9528698772191992 leaf_count=125 145 82 2437 66 107 97 261 54 347 103 3404 59 109 52 239 589 66 91 49 166 internal_value=0.00067058 -0.00706984 -0.00595757 0.00361871 -0.0035014 -0.0200706 0.0028903 0.00381074 0.0145283 -0.00536619 0.00270121 -0.00192078 -0.0121196 0.00583689 -0.0176245 -0.011637 0.0163437 0.0105786 -0.0296613 -0.0288411 internal_weight=1279.54 352.07 336.964 927.466 279.79 23.0719 878.783 791.671 72.7115 87.1121 718.959 256.718 54.5769 32.5352 57.1742 38.8952 48.6835 33.8102 15.1052 18.279 internal_count=8648 3950 3819 4698 2700 204 4475 3950 401 525 3549 2496 370 155 1119 714 223 157 131 405 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=13 num_cat=0 split_feature=0 2 5 0 0 2 3 5 1 2 2 0 split_gain=8.00188 4.12634 2.95071 2.15544 2.16711 4.68331 2.66636 3.34599 2.22522 2.0789 1.72568 1.40884 threshold=584.50000000000011 1.0500000000000003 1.0000000180025095e-35 699.50000000000011 589.50000000000011 4.4500000000000011 5.5000000000000009 2.5000000000000004 4.5000000000000009 12.15 2.3500000000000001 602.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -2 11 -8 -7 10 -4 -6 right_child=3 2 9 -5 6 8 7 -9 -10 -11 -12 -13 leaf_value=0.034743767931699858 -0.0069494854623607417 0.01964874270812372 -0.02109263526271354 0.02361066159773936 -0.0021535975306144119 0.0031990298974491124 -0.018674500553420726 0.0042681361113846945 0.031686444209879185 -0.032152971944451866 -0.0050029824359627759 0.0042342710148828297 leaf_weight=5.4669443145394316 19.492203965783119 10.552570521831511 16.483405955135822 11.486621141433714 108.67957805097103 10.506873443722723 33.184606283903122 28.59451998770237 23.023983463644981 6.5199365280568591 602.85895638726652 393.44319623708725 leaf_count=31 99 69 98 58 549 56 151 142 118 132 5454 1671 internal_value=-0.00102071 -0.00494644 -0.0053492 0.00298272 0.00255297 0.0121362 0.00162313 -0.008077 0.0232559 -0.00580934 -0.00547257 0.00284021 internal_weight=1270.29 641.882 636.415 628.412 616.925 53.0231 563.902 61.7791 33.5309 625.862 619.342 502.123 internal_count=8628 5784 5753 2844 2786 273 2513 293 174 5684 5552 2220 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=18 num_cat=0 split_feature=0 0 0 4 0 2 2 2 2 2 0 5 0 0 0 5 1 split_gain=8.44893 3.26642 3.37289 2.60367 2.97979 2.39977 1.78273 4.56793 3.84847 1.23997 1.3337 1.99964 1.48534 1.20876 1.00687 0.886153 0.775099 threshold=584.50000000000011 515.50000000000011 513.50000000000011 5.5000000000000009 507.50000000000006 11.350000000000003 1.2500000000000002 2.4500000000000006 3.1500000000000008 8.1500000000000004 632.50000000000011 2.5000000000000004 650.50000000000011 676.50000000000011 630.50000000000011 3.5000000000000004 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -5 -3 15 -9 10 14 13 -13 -12 16 -8 -2 right_child=9 6 -4 5 -6 -7 7 8 -10 -11 11 12 -14 -15 -16 -17 -18 leaf_value=-0.027998128485836129 0.00048485133411645186 0.021601493070103311 -0.046311452735562891 -0.0073074010771503467 0.0038322382940193414 0.020464390471116471 -0.036664532819867521 0.016063289702636322 -0.0032296457881868176 0.018553215141492028 0.0018344577984138206 0.023603984831992567 0.0022240894570984618 0.012375258828043842 -0.01133360328865135 -0.012251210852794141 0.0050716685349738808 leaf_weight=28.512350471690297 256.58579562604427 6.3537101149559012 5.9433336034417144 61.532960178330541 9.147908188402651 7.8436270020902148 10.054536432027819 26.266779065132141 479.39988212287426 12.914451152086256 127.83581621944904 25.617846310138702 12.797663524746893 34.323965266346931 13.222219005227087 9.050455302000044 145.40639415383339 leaf_count=480 1230 34 74 1014 108 167 58 156 3652 59 525 105 53 161 54 56 657 internal_value=-0.000428793 -0.00445361 -0.0121506 -0.00979643 -0.0202379 -0.00385034 -0.00278715 -0.00313248 -0.00218788 0.0036872 0.00333775 0.00668466 0.0168455 0.00415842 0.00169679 -0.0265327 0.00216484 internal_weight=1272.81 644.106 112.98 107.037 37.6603 69.3766 531.125 524.772 505.667 628.704 615.79 200.575 38.4155 162.16 415.214 19.105 401.992 internal_count=8643 5799 1843 1769 588 1181 3956 3922 3808 2844 2785 844 158 686 1941 114 1887 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=23 num_cat=0 split_feature=2 4 2 2 3 2 2 2 2 6 2 6 2 2 4 2 5 4 2 3 5 3 split_gain=4.70162 3.26473 6.94714 4.92177 3.88475 3.71824 4.69852 3.10267 2.48881 2.39189 2.32282 2.15882 5.47848 5.08495 4.69768 4.03211 2.37273 1.90355 3.02465 2.97897 1.89567 0.973329 threshold=4.4500000000000011 5.5000000000000009 5.2500000000000009 11.050000000000002 5.5000000000000009 9.2500000000000018 9.4500000000000011 5.7500000000000009 6.5500000000000007 1.5000000000000002 5.4500000000000011 2.5000000000000004 4.3500000000000005 3.7500000000000004 3.5000000000000004 2.7500000000000004 2.5000000000000004 3.5000000000000004 1.8500000000000003 4.5000000000000009 1.5000000000000002 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 3 4 5 21 10 -7 9 -9 -4 -2 12 17 14 20 -16 -15 19 -19 -1 -13 -3 right_child=1 2 7 -5 -6 6 -8 8 -10 -11 -12 13 -14 16 15 -17 -18 18 -20 -21 -22 -23 leaf_value=0.0044473100775538604 -0.0062851908315277403 -0.0070226998294740314 -0.036240400881517351 -0.038007734822608219 0.040068384051244993 0.048780468703236657 0.0052747860360188911 0.0025112797570112969 -0.011074378715180274 -0.0013496247177466219 0.0015094151656852984 0.0070485436879213249 0.034279106694890947 -0.037909301428717221 -0.016114326311602083 0.011289965589445105 -0.0060503707588396424 0.015805008668230161 0.0033976011658431388 -0.012619031759670102 0.033243406667499219 0.01238308120367252 leaf_weight=72.997493147850037 134.10556392744184 11.855454370379448 17.716406144201759 7.4799309466034165 9.0392652302980405 7.4494653195142737 25.827042415738106 41.883049182593822 154.83961267024279 7.1793395429849616 324.34097990393639 16.992646828293804 14.719878334552048 11.547332540154459 33.371690131723881 20.933900073170662 12.615165289491413 63.591831736266613 216.10055074095726 37.972455143928528 12.408093467354773 11.786261171102524 leaf_count=321 779 73 149 106 79 60 256 354 1846 50 2252 74 82 52 148 98 71 287 1148 185 55 87 internal_value=-7.96254e-05 -0.00259624 -0.00719608 -0.000233339 0.0139637 0.000407097 0.0162991 -0.0103876 -0.00815858 -0.0268125 -0.000768511 0.00360315 0.00527743 -0.00263371 0.00320294 -0.00544689 -0.0223761 0.00408717 0.00628266 -0.00140846 0.018998 0.0025588 internal_weight=1266.75 753.502 254.299 499.203 32.681 491.723 33.2765 221.618 196.723 24.8957 458.447 513.251 405.382 107.869 83.7063 54.3056 24.1625 390.662 279.692 110.97 29.4007 23.6417 internal_count=8612 6091 2638 3453 239 3347 316 2399 2200 199 3031 2521 2023 498 375 246 123 1941 1435 506 129 160 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=18 num_cat=0 split_feature=0 0 0 6 0 4 0 6 0 4 0 2 0 0 0 2 6 split_gain=6.41841 3.13293 2.65098 2.6086 3.6386 2.30487 1.91314 1.87448 1.85437 2.12339 4.21476 5.6024 1.79533 1.73182 2.5216 1.98611 0.442663 threshold=520.50000000000011 670.50000000000011 522.50000000000011 1.0000000180025095e-35 548.50000000000011 5.5000000000000009 691.50000000000011 3.5000000000000004 455.50000000000006 5.5000000000000009 478.50000000000006 5.4500000000000011 472.50000000000006 510.50000000000006 513.50000000000011 9.0500000000000025 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 5 4 -4 -2 16 -5 -1 13 12 -12 -11 15 -15 -10 -3 right_child=1 6 3 7 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 -17 -18 leaf_value=-0.030389072593873995 0 0.027930931695550526 -0.016227200475839639 0.00032775072634838478 -0.0017160011900514719 0.043289383699543695 0 0.0094031560426334378 -0.034831687182857882 0.0044253223961372243 0.028042923765829505 -0.015914542405466619 0.039310784372076822 0.020760179308649554 -0.016604324321756989 -0.0065592967722508076 0.013224779457347104 leaf_weight=10.840363945811985 6.0616461932659131 12.69795696437359 53.252744019031525 748.04339086264372 218.93120069056749 5.5306533128023148 18.466100424528122 60.734281212091446 17.877078354358677 10.224755670875309 7.4110744334757319 51.409019853919744 5.4467082396149626 5.5570738837122944 13.31894765049219 10.808900475502012 17.460721403360367 leaf_count=284 56 59 515 4172 1249 57 89 310 285 179 92 774 91 63 150 177 77 internal_value=-0.000781643 0.000428892 -0.000124556 -0.000394446 -0.00462243 0.0226779 0.012717 0.0010262 -0.0111396 -0.00915622 -0.0037103 -0.00991631 0.0184806 -0.0173306 -0.00486166 -0.0249269 0.0202748 internal_weight=1274.07 1141.18 1092.55 1080.96 272.184 11.5923 48.6248 808.778 132.894 122.054 74.4916 58.8201 15.6715 47.562 18.876 28.686 30.1587 internal_count=8679 6584 6359 6246 1764 113 225 4482 2095 1811 1136 866 270 675 213 462 136 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=18 num_cat=0 split_feature=0 0 2 2 0 5 2 1 2 2 0 0 2 6 0 1 2 split_gain=7.1366 5.17708 3.28295 8.65503 4.76053 3.7176 4.68043 3.04202 2.43936 2.70462 1.70848 5.23515 1.5836 1.06055 1.0844 2.00762 0.649318 threshold=495.50000000000006 643.50000000000011 9.2500000000000018 9.3500000000000032 561.50000000000011 8.5000000000000018 9.0500000000000025 4.5000000000000009 3.9500000000000006 4.8500000000000005 666.50000000000011 651.50000000000011 1.3500000000000003 1.5000000000000002 450.50000000000006 2.5000000000000004 9.0500000000000025 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 5 -4 -5 6 -2 -7 10 -10 11 -3 -12 14 -1 -16 -17 right_child=1 8 3 4 -6 7 -8 -9 9 -11 12 -13 -14 -15 15 16 -18 leaf_value=-0.039352151643629936 -0.0015377071128162183 0.016783897163186238 0.060839291224451308 -0.0053839375007538881 0.030246225165057733 -0.04110092676953532 -0.035126862639307074 0 0.036307760053753198 0.0063282459564840861 0.020162787753556021 -0.014261781605928024 0.0024626622004382307 -0.0020438983751452492 0.0065766452705900607 -0.029616356982821376 -0.013064489128845534 leaf_weight=7.4718707744032136 980.7871253117919 22.222512900829315 6.2866980284452429 41.157875269651413 11.031131990253924 10.105901606380941 9.5023239403963071 7.3894924968481055 14.115723460912706 16.986824780702591 24.813382640480995 31.630444005131721 26.812076359987259 8.9015528447926027 6.5245481543242922 16.504785582423214 15.493998169898985 leaf_count=206 6075 91 46 427 58 133 79 66 58 69 121 128 117 157 128 327 305 internal_value=-0.00128277 -0.00046652 -0.00164685 0.00975589 0.00248023 -0.00232245 -0.00190017 -0.0245597 0.00865673 0.0207972 0.00486819 -0.00128715 0.0112866 -0.0187498 -0.0217642 -0.017317 -0.0223921 internal_weight=1257.74 1202.84 1066.26 58.4757 52.189 1007.78 990.289 17.4954 136.581 31.1025 105.478 53.853 51.6255 54.8968 45.9952 38.5233 31.9988 internal_count=8591 7468 6884 531 485 6353 6154 199 584 127 457 219 238 1123 966 760 632 is_linear=0 shrinkage=0.05 Tree=62 num_leaves=15 num_cat=0 split_feature=0 2 2 2 0 0 0 3 5 0 2 0 4 0 split_gain=5.77063 2.74822 3.80018 3.61722 6.0526 5.41009 2.38175 1.87276 2.32876 4.80004 3.84265 2.16359 4.4652 3.25537 threshold=584.50000000000011 1.4500000000000002 2.3500000000000001 3.1500000000000008 564.50000000000011 576.50000000000011 586.50000000000011 4.5000000000000009 1.5000000000000002 630.50000000000011 4.2500000000000009 596.50000000000011 4.5000000000000009 626.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 -5 -2 11 10 -10 -9 12 -8 -13 right_child=6 2 3 5 -6 -7 7 8 9 -11 -12 13 -14 -15 leaf_value=0.02672307721455346 0.02090224146598214 -0.028045971578887052 -0.013235079229966444 -0.0012835870757714482 0.032543077273891205 -0.017017915129528809 0.013287602218287346 0.0015964833101604192 -0.00011422776803660814 0.022891894701982243 -0.022186008082279579 0.012865217266644764 -0.017790146329857141 0.0029120926508990263 leaf_weight=7.0168762952089301 20.388462841510773 13.484149523079394 10.907692596316339 517.94262320920825 17.564658656716347 60.25329964607954 19.518557235598564 45.084721788764 139.3522282987833 25.978733316063881 25.807972624897957 149.65493406355381 25.334618866443634 186.04726430773735 leaf_count=38 105 84 80 5113 92 362 97 197 679 108 121 660 132 783 internal_value=0.00107525 -0.00232254 -0.00270172 -0.00208495 0.0149819 -0.00295843 0.00442594 0.00384025 0.000317733 0.0035866 -0.00717998 0.00600713 -0.00416229 0.00738904 internal_weight=1264.34 627.169 620.152 606.668 28.4724 578.196 637.167 616.779 236.224 165.331 70.8927 380.555 44.8532 335.702 internal_count=8651 5769 5731 5647 172 5475 2882 2777 1105 787 318 1672 229 1443 is_linear=0 shrinkage=0.05 Tree=63 num_leaves=13 num_cat=0 split_feature=0 2 2 0 0 0 0 2 2 3 0 2 split_gain=7.09692 4.19123 3.28037 2.42 4.67992 1.82207 1.81277 1.66928 1.30393 1.13827 3.23042 1.17345 threshold=588.50000000000011 1.2500000000000002 1.9500000000000002 507.50000000000006 503.50000000000006 590.50000000000011 699.50000000000011 9.2500000000000018 4.9500000000000011 5.5000000000000009 595.50000000000011 7.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 8 9 -5 -2 11 -11 -7 right_child=5 2 3 7 -6 6 -8 -9 -10 10 -12 -13 leaf_value=0.032383715301873887 0.0051848183207594545 -0.034393929318343654 -0.007443481436833029 -0.0032676373435100037 -0.047005862947376409 0.0040870234630607785 0.022454357643620068 0.0065462225797107837 0.030745961384493842 0.018855036776924499 -0.009331659055432916 -0.010141970464303261 leaf_weight=6.9668636918067923 11.34500463306904 7.8463900908827773 75.315006151795387 529.89363493770361 7.4812494181096545 486.56925565004349 11.199545681476591 45.952011451125145 9.6886706203222257 11.748962864279745 48.461424633860588 13.811542049050329 leaf_count=37 58 47 1388 4003 112 2142 57 395 50 61 224 64 internal_value=-0.00011245 -0.00362573 -0.00405758 -0.00363701 -0.0115962 0.00386964 0.00330879 -0.00246584 0.0180469 0.0028781 -0.00353167 0.00366486 internal_weight=1266.28 673.455 666.488 658.642 82.7963 592.824 571.791 575.846 21.0337 560.591 60.2104 500.381 internal_count=8638 5982 5945 5898 1500 2656 2548 4398 108 2491 285 2206 is_linear=0 shrinkage=0.05 Tree=64 num_leaves=19 num_cat=0 split_feature=0 5 0 0 5 0 0 4 0 6 5 0 1 0 3 1 3 5 split_gain=8.40926 3.37976 2.59716 2.06122 1.78506 3.83131 2.09217 1.3023 1.71005 4.29099 3.51342 1.92813 1.85986 0.905311 3.25246 1.27716 0.560115 0.559192 threshold=515.50000000000011 8.5000000000000018 547.50000000000011 581.50000000000011 5.5000000000000009 570.50000000000011 571.50000000000011 4.5000000000000009 496.50000000000006 1.5000000000000002 4.5000000000000009 510.50000000000006 4.5000000000000009 586.50000000000011 4.5000000000000009 6.5000000000000009 5.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 6 -6 -2 16 9 17 11 -10 -12 14 -5 -15 -1 -9 right_child=1 2 -4 13 5 -7 -8 8 10 -11 12 -13 -14 15 -16 -17 -18 -19 leaf_value=-0.011437968627513912 -0.00015998219047957821 0 -0.044339071075822661 -0.0053220193309477561 0.0011628517276435918 0.028985128648684157 -0.0089646471290251335 -0.029448456425650915 0.022315630322719673 0.013389268621400031 -0.021979280504731732 -0.0087495164133716049 0.0092533791775923323 0.0022692319369015303 0.020447883849409133 0.0094847226843563712 -0.038693071363653436 -0.015369031788308169 leaf_weight=5.0092858113348466 293.08518818765879 6.4817617908120138 6.0309996083378792 19.484435215592384 84.926861003041267 13.596894189715384 87.142026290297508 22.871055118739605 13.29561832547188 8.6919344365596753 20.973192803561691 6.7220832183957091 5.2221411801874629 542.09648570418358 29.45001532137394 69.12708705663681 6.2169979624450207 19.287868235260248 leaf_count=70 2270 91 49 104 735 81 518 482 177 150 300 78 65 2451 161 300 106 417 internal_value=0.000285826 0.00154653 -0.0232901 0.00184398 -0.000644496 0.0053054 -0.00220921 -0.0129647 -0.0107984 -0.0170682 -0.00357799 0.0117259 -0.0154578 0.00365445 0.0101857 0.0031076 -0.0288707 -0.0236283 internal_weight=1259.71 1151.42 12.5128 1138.91 478.751 98.5238 380.227 108.29 97.0639 50.8509 46.213 20.0177 26.1953 660.158 48.9345 611.224 11.2263 42.1589 internal_count=8605 6760 140 6620 3604 816 2788 1845 1669 1049 620 255 365 3016 265 2751 176 899 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=25 num_cat=0 split_feature=0 4 3 5 2 0 2 0 2 1 2 2 4 4 5 2 0 2 0 0 2 0 5 0 split_gain=4.59578 2.62579 9.59636 2.66202 2.52351 2.42212 1.99212 3.91099 1.99529 1.96747 6.55122 3.73699 3.64702 3.82911 3.39697 3.32855 3.22138 2.96514 2.1717 2.15165 1.84842 3.12652 1.58993 0.689517 threshold=561.50000000000011 4.5000000000000009 4.5000000000000009 5.5000000000000009 2.6500000000000008 547.50000000000011 9.3500000000000032 539.50000000000011 8.5500000000000025 5.5000000000000009 6.1500000000000012 3.8500000000000001 2.5000000000000004 3.5000000000000004 1.5000000000000002 6.6500000000000012 613.50000000000011 7.3500000000000005 597.50000000000011 601.50000000000011 7.1500000000000012 536.50000000000011 3.5000000000000004 619.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -3 -1 8 -8 -6 12 11 14 19 15 -11 -14 -13 23 -15 -2 22 -22 -4 -12 right_child=9 4 20 -5 6 -7 7 -9 -10 10 17 16 13 18 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 leaf_value=0.01916724663163015 0.035038002053664183 -0.031112106537013365 -0.015070993684574924 0.035592261897451079 -0.0012680477439606826 -0.013513559602410935 -0.0045687790807801849 -0.043421465802769531 0.012627972956322253 -0.00089804738325082931 0.022089098958744807 0.0029356085676544154 -0.014121065530491046 -0.0018971448706535756 0.01305737702190591 0.010276605899560408 -0.014438671664000641 0.0034278028066096105 0.0054965714434066001 0.0060098176494370846 -0.026960223876098782 0.0052241540920914256 -0.039036674275814254 0.040817877526851787 leaf_weight=9.8079448416829162 9.8902054876089114 6.4302193000912657 14.088952556252478 7.4865611940622321 216.28218012861907 10.859137952327726 47.389495745301247 6.6555953547358504 28.294041220098734 81.748001709580421 21.854692444205284 53.938653156161308 79.173996321856976 236.93622952699661 90.660073339939117 15.92950404435396 50.556281670928001 16.49994745850563 168.90958191454411 18.024219855666161 15.195454973727466 13.212049774825571 21.225329414010048 11.776223331689833 leaf_count=74 54 48 111 62 2305 73 774 56 364 355 112 281 377 1382 397 83 211 85 749 78 198 111 205 49 internal_value=-0.000113829 -0.00455789 -0.0119347 0.0119695 -0.00228807 0.00193378 -0.00154895 -0.0101462 0.000364043 0.00194421 0.00498646 0.00192298 4.76715e-05 -0.000937632 0.0064445 -0.0099181 -0.00548013 0.0214415 0.00117371 0.0173236 -0.0225951 -0.0121529 -0.0302913 0.0297808 internal_weight=1252.82 396.927 91.8754 28.1536 305.052 20.6671 298.621 54.0451 244.576 855.898 327.034 276.903 528.864 500.949 172.408 95.1035 104.495 50.1309 405.846 27.9144 63.7218 28.4075 35.3143 33.6309 internal_count=8594 4381 834 209 3547 147 3499 830 2669 4213 1490 1244 2723 2591 752 460 492 246 2131 132 625 309 316 161 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=20 num_cat=0 split_feature=0 2 2 0 0 2 4 1 0 1 0 0 4 6 2 1 6 2 4 split_gain=3.6934 2.79676 4.83739 3.3949 4.49658 3.3898 5.65468 3.3773 3.16327 2.71277 2.53384 3.1372 3.91206 2.52413 2.00236 1.80486 1.71106 1.31397 0.600861 threshold=495.50000000000006 9.2500000000000018 7.7500000000000009 522.50000000000011 520.50000000000011 11.050000000000002 5.5000000000000009 3.5000000000000004 537.50000000000011 3.5000000000000004 482.50000000000006 457.50000000000006 5.5000000000000009 1.5000000000000002 8.5500000000000025 6.5000000000000009 1.0000000180025095e-35 8.1500000000000004 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 -2 6 8 -8 -3 16 11 18 -13 -11 -14 -5 -4 -12 -1 right_child=1 5 9 15 -6 -7 7 -9 -10 13 17 12 14 -15 -16 -17 -18 -19 -20 leaf_value=-0.0095832862146137884 0.0060644288600883072 0.010205881927906073 -0.0022251410468664924 -0.00051917937583433646 0.046502661456649053 -0.015711296762115017 0.026193629907760647 -0.016296421162112391 0.045473870784540786 -0.00016897956084085445 -0.010644179336717241 -0.026136994109633854 -0.0042006201080005369 -0.017908829076797427 0.027470365926738089 0.0074676427659208181 -0.035834022709455716 -0.041572869832069724 -0.036751578186556624 leaf_weight=5.0543047916144115 36.614555865526199 12.438293822109701 5.7084170058369663 921.45933905616403 7.7172156088054171 8.9978969171643239 5.649186301976445 14.620701443403957 15.097597286105154 58.175578236579895 7.5184588562697199 6.7421937063336399 7.328513432294133 30.088469266891479 11.972924947738646 75.593374542891979 13.8575007840991 8.7785900533199293 6.0116487815976143 leaf_count=139 459 125 70 5168 75 105 62 135 94 505 163 130 134 221 210 337 151 193 167 internal_value=-0.000376648 0.000193983 -0.000341288 0.00070179 0.0140847 0.0109283 0.0162639 -0.00354469 0.030634 -0.0103748 -0.0131211 -0.00542333 0.00403157 -0.00640524 0.0155844 8.82219e-05 -0.0268566 -0.0290336 -0.0265797 internal_weight=1259.42 1206.02 1149.21 1041.38 44.3318 56.8037 47.8058 20.2699 27.5359 107.83 53.4066 37.1096 26.0436 88.264 19.3014 997.053 19.5659 16.297 11.066 internal_count=8643 7507 6986 6039 534 521 416 197 219 947 1136 780 474 726 344 5505 221 356 306 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=22 num_cat=0 split_feature=5 2 5 2 2 3 4 1 2 3 4 4 2 6 3 2 2 5 2 2 2 split_gain=1.3832 1.87045 3.4366 3.0887 2.89353 3.68689 2.809 2.59996 2.97092 1.32001 1.00696 1.86393 5.34606 9.39787 2.57198 1.92259 2.61784 1.77264 1.67845 0.992844 0.630464 threshold=5.5000000000000009 5.8500000000000005 6.5000000000000009 6.4500000000000011 5.5500000000000007 4.5000000000000009 4.5000000000000009 4.5000000000000009 6.6500000000000012 6.5000000000000009 7.5000000000000009 6.5000000000000009 5.7500000000000009 1.5000000000000002 4.5000000000000009 7.1500000000000012 9.2500000000000018 3.5000000000000004 6.2500000000000009 4.0500000000000007 7.6500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 4 7 -4 5 19 -7 8 -3 -5 11 15 13 -13 -14 18 -17 -12 -1 -2 -9 right_child=1 2 3 9 -6 6 -8 20 -10 -11 17 12 14 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=0.00045648060928889797 0.0020636654777307613 0.007004272763169549 -0.024642648169142058 0.007117795747170131 0.028141960240055188 -0.025457745876417043 0 0.0047718202574317621 -0.032469286308020977 -0.0096852109725404784 -0.029883109550145382 -0.029381545420916338 0.042600700723520575 0.029228314274194495 0.012323896692499656 -0.0081014629288773937 0.0064064689464103227 0.0039785660054290828 0.0071738997763487388 0.024527033214069849 -0.013373572610648818 leaf_weight=715.66152806207538 9.1125610582530516 5.133201306685808 10.522972531616686 51.595717165619135 8.5458700694143754 15.998757299035786 29.418230004608631 11.519147429615261 26.779409723356366 13.896474894136189 6.2952612340450269 17.190828531980518 9.6614920720458013 9.9462929554283601 27.042363645508885 125.59309487603605 40.010647911578417 7.3189007025212049 106.30024420469999 11.906872559338806 6.6231967173516741 leaf_count=3687 50 50 101 666 80 109 246 84 351 273 60 122 76 55 310 1012 402 96 698 80 58 internal_value=-1.20133e-05 -0.00380895 -0.00751629 -0.000699427 0.00237541 -0.00123302 -0.00927649 -0.0175542 -0.0259481 0.00338521 0.000702974 0.000887768 0.00910297 -0.00744685 0.0213447 0.000342969 -0.00454885 -0.0123105 0.00133895 0.0155515 -0.00194387 internal_weight=1266.07 201.052 126.07 76.0152 74.9823 66.4364 45.417 50.055 31.9126 65.4922 1065.02 1051.41 63.841 27.1371 36.7039 987.566 165.604 13.6142 821.962 21.0194 18.1423 internal_count=8666 2148 1583 1040 565 485 355 543 401 939 6518 6362 563 177 386 5799 1414 156 4385 130 142 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=22 num_cat=0 split_feature=0 3 2 2 5 2 3 0 0 5 0 2 2 2 5 5 2 0 0 2 4 split_gain=5.83015 3.45321 2.59232 5.3849 1.96547 1.76956 1.5854 1.53228 1.94729 2.10568 1.69793 4.11798 2.20718 1.63531 2.36976 5.48901 2.11075 1.91284 1.20472 0.908188 0.690842 threshold=533.50000000000011 3.5000000000000004 5.4500000000000011 4.3500000000000005 4.5000000000000009 5.7500000000000009 6.5000000000000009 619.50000000000011 614.50000000000011 2.5000000000000004 610.50000000000011 3.2500000000000004 0.65000000000000002 4.8500000000000005 2.5000000000000004 1.5000000000000002 1.7500000000000002 652.50000000000011 658.50000000000011 4.2500000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 20 -5 -4 -7 8 10 19 12 -12 -2 16 15 -15 18 -18 -9 -10 -3 right_child=7 2 5 4 -6 6 -8 13 9 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 leaf_value=0.027527516665120683 -0.019978451241508769 -0.032592305053931313 -0.038307453230046994 0.039829584676703195 0.004742127189027473 -0.0079284117069992419 -0.020199265778165092 -0.0057299706855650709 0.008541435497009536 -0.023323255092291887 0.031753896802826316 -0.0025299635352811658 0.0002773829680275738 0.0031921524662936462 0.0098473117170552321 -0.036352896840562997 0.012989896119264391 0.00047648449395389997 0.0061600653776378638 -0.010154351792854552 -0.0053484740396303049 leaf_weight=5.4633067138493052 12.717457816004751 5.6399523578584212 5.4525213129818431 7.3260896690189865 8.9769695140421373 121.55619050376117 34.967140942811966 46.806291595101357 12.036037564277651 17.411606714129448 13.399276673793791 21.418331369757652 677.66631231456995 23.629516273736954 20.147099360823631 12.648578867316244 107.37339694797993 43.80644091963768 37.3382758051157 11.87688075006008 5.0860323794186115 leaf_count=52 60 58 68 77 110 1696 641 190 50 76 57 95 4246 99 85 53 438 184 177 52 55 internal_value=-0.000466239 -0.00840276 -0.00960707 0.00445875 0.022189 -0.0119979 -0.0108123 0.000994008 -0.000174738 -0.0106045 0.000426483 0.0110425 -0.000116872 0.00407189 -0.00347064 -0.0110667 0.0059086 0.00942378 -0.000384785 -0.000578411 -0.0216581 internal_weight=1252.74 194.468 189.005 27.029 16.3031 161.976 156.523 1058.28 766.526 41.3245 725.201 34.8176 690.384 291.75 56.4252 36.2781 235.324 151.18 84.1446 23.9129 10.726 internal_count=8619 2757 2705 300 187 2405 2337 5862 4636 178 4458 152 4306 1226 237 152 989 622 367 102 113 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=19 num_cat=0 split_feature=0 0 4 0 2 2 2 3 2 0 2 5 4 4 1 5 2 3 split_gain=3.97552 3.99624 3.58525 3.41176 3.20514 2.77015 3.73521 2.33065 3.20358 2.19055 2.41518 1.65708 2.88942 2.52081 1.53612 0.955188 0.653328 0.101456 threshold=581.50000000000011 589.50000000000011 4.5000000000000009 579.50000000000011 12.15 1.5500000000000003 2.4500000000000006 4.5000000000000009 5.0500000000000007 619.50000000000011 6.6500000000000012 1.5000000000000002 4.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 5.5500000000000007 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 14 4 5 -1 -7 -4 -9 11 15 13 -13 -3 -2 -11 -16 -5 right_child=1 9 7 17 -6 6 -8 8 -10 10 -12 12 -14 -15 16 -17 -18 -19 leaf_value=0.029369709885286019 0.0077675279195494988 0.00091490976333344007 -0.011104459752925715 -0.013205203475160724 -0.03640082824883252 -0.026669004672575183 -0.00078848622645121707 -0.0068124991447076405 0.02653104689006193 0.0049857364760434852 0.025631913277062286 -0.004284158200047925 0.0071928367170881235 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1332 1049 283 187 1191 130 126 is_linear=0 shrinkage=0.05 Tree=70 num_leaves=15 num_cat=0 split_feature=0 0 1 1 5 4 2 6 2 2 4 0 0 2 split_gain=3.99522 3.05639 3.65306 2.02818 2.39851 2.36673 1.60211 3.87692 2.81535 2.0847 1.27616 0.652736 2.83781 0.526501 threshold=664.50000000000011 539.50000000000011 5.5000000000000009 3.5000000000000004 5.5000000000000009 4.5000000000000009 1.0500000000000003 1.5000000000000002 0.35000000000000003 1.5500000000000003 6.5000000000000009 682.50000000000011 674.50000000000011 0.35000000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 -1 7 8 -3 -8 -11 12 -2 -13 right_child=11 6 -4 4 -6 -7 9 -9 -10 10 -12 13 -14 -15 leaf_value=-0.034552437733112285 0.018507927830572403 0.021855890136451294 -0.041257586208961958 0.0031250063514384539 -0.010132620259359633 -0.0081893812833120517 0.014902471276773853 -0.02259330133878297 -0.0091538238789310861 -0.00048741768022440135 0.0073907154979923036 0.027201248575159865 -0.011710649530434932 0.011015828384799626 leaf_weight=9.1022780612111074 18.160312384366993 11.780891194939615 6.3782342337071887 92.231953071430326 52.603109072893858 71.67355384118855 23.071521505713463 24.629776820540428 15.991325139999388 843.62300031632185 53.734561514109373 9.6389103680849093 11.996134251356123 17.94464398920536 leaf_count=122 78 51 68 1028 720 1170 99 105 69 4627 365 52 55 81 internal_value=-0.000715115 -0.00133859 -0.00648274 -0.00529983 -0.00169225 -0.0116075 -0.000101343 -0.00852513 0.00412906 0.000381547 -2.40062e-06 0.0120107 0.00633655 0.0176004 internal_weight=1262.56 1204.82 231.989 225.611 144.835 80.7758 972.831 52.402 27.7722 920.429 897.358 57.74 30.1564 27.5836 internal_count=8690 8424 3108 3040 1748 1292 5316 225 120 5091 4992 266 133 133 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=24 num_cat=0 split_feature=3 2 0 2 4 4 0 2 0 5 4 5 2 6 3 5 4 0 6 2 6 5 0 split_gain=3.41897 3.92556 5.27151 4.61526 2.50353 4.85044 2.50155 3.91238 2.22382 3.35727 1.83951 1.44528 3.33174 2.5597 4.20359 2.56042 1.5931 3.60752 2.14723 2.35201 1.90847 1.42771 0.903361 threshold=5.5000000000000009 5.3500000000000005 594.50000000000011 6.2500000000000009 4.5000000000000009 5.5000000000000009 507.50000000000006 8.6500000000000004 573.50000000000011 3.5000000000000004 4.5000000000000009 2.5000000000000004 10.750000000000002 1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 6.5000000000000009 575.50000000000011 2.5000000000000004 6.2500000000000009 1.0000000180025095e-35 6.5000000000000009 582.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 8 4 -3 -6 21 -8 9 -2 -4 16 13 14 -13 -15 18 -18 20 -20 -1 -5 -10 right_child=1 3 10 6 5 -7 7 -9 22 -11 -12 12 -14 15 -16 -17 17 -19 19 -21 -22 -23 -24 leaf_value=-0.00060099620005245628 -0.013059030983368497 -0.043330201119796366 -0.0019836853616575214 -0.022306135819541294 0.0061427302829525857 -0.035476281290026508 -0.0070324639401497654 0.013917943637916336 0.031683815648141454 0.013613740818364703 -0.024278368854655456 0.013410837730494616 0.030041879536806416 -0.006726877334299006 -0.0040716720651331256 0.0016911360421596141 -0.032470511237775043 0.0096147290554091519 -0.0065803589904099118 0.016666596315210332 0.007836704374543535 -0.0037767673157841201 0.011688651283673848 leaf_weight=89.818700067698956 18.272686086595058 11.879392396658657 20.374171510338783 26.823365677148104 13.206483814865352 12.955799439921973 78.648672230541706 29.895802371203899 11.591820657253267 29.213805451989174 17.145115062594414 67.197288326919079 7.6472269371151915 225.77960618212819 68.017241325229406 148.25785559043288 8.7664378210902232 9.6560438275337201 74.007798425853252 11.671373091638086 249.72672668471932 18.525459066033363 15.981613263487814 leaf_count=475 137 85 92 538 106 134 685 277 68 252 81 438 108 1302 616 1069 72 48 329 60 1203 405 83 internal_value=-0.00038526 -0.00499564 0.00236976 -0.00933162 -0.0247402 -0.0148306 -0.00535527 -0.00114219 0.0100196 0.00318935 -0.0126672 0.00107481 -0.000713956 -0.00124357 0.00461454 -0.00338127 0.00316708 -0.010795 0.00380762 -0.00320019 0.00559482 -0.0150894 0.0210842 internal_weight=1265.06 304.514 112.579 191.935 38.0417 26.1623 153.893 108.544 75.0599 47.4865 37.5193 960.546 516.899 509.252 135.215 374.037 443.647 18.4225 425.225 85.6792 339.545 45.3488 27.5734 internal_count=8663 2943 713 2230 325 240 1905 962 540 389 173 5720 3533 3425 1054 2371 2187 120 2067 389 1678 943 151 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=23 num_cat=0 split_feature=0 0 2 0 5 4 3 0 0 2 2 5 0 0 0 2 5 2 2 2 5 2 split_gain=2.82337 5.28239 2.59678 3.60582 4.22724 5.75848 3.47211 2.43161 3.51544 4.50601 3.04769 7.13176 3.94114 1.79211 1.70173 2.19226 1.23986 0.993043 2.14308 1.9398 0.227965 0.176075 threshold=575.50000000000011 576.50000000000011 6.8500000000000005 524.50000000000011 6.5000000000000009 5.5000000000000009 6.5000000000000009 527.50000000000011 495.50000000000006 6.4500000000000011 4.4500000000000011 4.5000000000000009 541.50000000000011 581.50000000000011 522.50000000000011 7.7500000000000009 3.5000000000000004 5.4500000000000011 5.9500000000000011 3.8500000000000001 2.5000000000000004 5.5500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 7 14 6 -6 -5 8 -1 -10 11 -9 -12 16 15 -4 20 19 -19 -15 -3 -18 right_child=1 13 3 4 5 -7 -8 10 9 -11 12 -13 -14 17 -16 -17 21 18 -20 -21 -22 -23 leaf_value=-0.026837309029518863 0.034410050781072732 -0.0097138604640022441 0.0089285746084884956 0 0.049012884619629937 -0.0049842161097521515 0.029429004595648095 -0.010116666826565781 0.0015287236167855671 0.042824363644007414 -0.028622890046968642 0.021518094097304097 -0.0083083780652085139 0.0030486686758756172 -0.031475743454210649 -0.008647212282565429 0.0059248963715457193 0.01481683597180309 0.001763319305973524 -0.0035546593725319662 -0.021370024793883745 -0.0032221412195491393 leaf_weight=6.9887898880988351 11.24786192178726 16.593895792961121 21.948328150436282 119.91465583443642 11.05552250146866 7.8124356195330611 9.9069418311119062 55.90088264644146 37.158176705241203 7.1343479566276065 28.901186905801296 24.933016210794449 135.14099739119411 328.26724933087826 5.4218021407723418 75.663877094164491 9.9144617319107073 42.745127186179161 117.10546287894249 166.55166923999786 10.173807770013811 8.5856170132756215 leaf_count=143 66 98 348 953 98 79 89 356 409 84 267 174 961 1448 55 1341 60 198 555 786 63 55 internal_value=-0.000233149 0.00183969 -0.00293139 0.000784729 0.00576849 0.0272777 0.00241956 -0.0060988 0.00367787 0.00908939 -0.00817317 -0.000154193 -0.0120695 0.00126081 -0.00634566 -0.00459409 -0.00823269 0.00193643 0.00535542 0.000813276 -0.0149342 0.00147593 internal_weight=1259.07 711.185 547.881 251.724 148.69 18.868 129.822 296.157 51.2813 44.2925 244.876 80.8339 164.042 699.937 103.034 97.6122 45.2678 654.67 159.851 494.819 26.7677 18.5001 internal_count=8686 3329 5357 2963 1219 177 1042 2394 636 493 1758 530 1228 3263 1744 1689 276 2987 753 2234 161 115 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=22 num_cat=0 split_feature=0 3 0 5 0 0 2 0 2 0 0 4 2 5 0 0 4 5 2 0 2 split_gain=3.64369 1.77253 3.36716 4.03389 2.3786 1.95988 1.52918 2.36786 2.56242 2.11351 3.11231 2.46006 3.01033 1.8996 1.69136 1.34818 1.25697 1.58215 0.866913 0.837845 0.497211 threshold=594.50000000000011 5.5000000000000009 612.50000000000011 2.5000000000000004 606.50000000000011 608.50000000000011 7.3500000000000005 491.50000000000006 7.2500000000000009 543.50000000000011 537.50000000000011 5.5000000000000009 9.2500000000000018 3.5000000000000004 517.50000000000011 613.50000000000011 5.5000000000000009 3.5000000000000004 8.8500000000000032 573.50000000000011 3.2500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 4 3 -3 16 -6 7 -1 19 10 14 12 -11 -12 -8 -7 17 -2 -13 -9 -4 right_child=1 2 20 -5 5 15 9 8 -10 11 13 18 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.025220606364616677 0.013130219613459802 -0.039356390359601173 0.014873410504290578 -0.00039500049245078236 -0.015137590094683873 0.01243999818511227 0.00031658801912040472 -0.0020239365446344556 0.023654585285648278 -0.01107228943967644 0.036568624838377098 -0.014695181114395882 0.015470927579802089 0.0026855572238966637 -0.011763784287067858 0.0023402880044940955 0.023110590793568184 -0.0013547994404155379 -0.034443046169545841 0.0022642032073032932 0.00011437560140110675 leaf_weight=8.3562419563531858 56.478065297007561 10.75053681433201 12.221829220652582 15.941212028264998 13.757973611354826 36.397249341011047 76.101553017273545 297.22913443297148 10.348938729614018 45.507726818323135 6.8907748684287098 19.471886441111568 12.807023189961908 9.8013017326593381 44.991375528275967 319.56209219992161 18.290369257330894 26.911672428250313 10.586678721010683 182.78419467806816 11.291902258992193 leaf_count=177 265 53 51 81 63 159 1403 2404 83 318 55 157 83 88 460 1345 90 134 77 997 50 internal_value=0.000427525 0.0036139 -0.00519653 -0.0171224 0.00457184 0.00267597 -0.00186024 -0.000300144 0.000164812 -0.00526205 -0.00132623 -0.011259 -0.00499605 0.018232 -0.00419044 0.00341896 0.0113235 0.00843568 -0.0226964 -0.000379349 0.0082835 internal_weight=1246.48 521.603 50.2055 26.6917 471.397 369.717 724.877 498.719 490.362 226.158 137.785 88.3733 58.3148 16.6921 121.093 355.959 101.68 83.3897 30.0586 480.013 23.5137 internal_count=8593 2291 235 134 2056 1567 6302 3661 3484 2641 2006 635 401 143 1863 1504 489 399 234 3401 101 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=18 num_cat=0 split_feature=0 0 6 0 0 0 0 5 0 0 0 4 5 0 4 6 2 split_gain=3.21341 1.78495 2.52933 1.2566 3.50096 1.98132 1.42527 1.3971 3.07323 1.21829 2.50313 4.49346 3.48978 2.4591 3.25743 1.5376 0.885355 threshold=633.50000000000011 626.50000000000011 1.5000000000000002 651.50000000000011 657.50000000000011 646.50000000000011 642.50000000000011 1.5000000000000002 673.50000000000011 490.50000000000006 498.50000000000006 6.5000000000000009 8.5000000000000018 478.50000000000006 5.5000000000000009 1.0000000180025095e-35 2.9500000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 -3 5 -5 6 16 8 -6 13 11 -11 -12 14 -1 -15 -2 right_child=3 2 -4 4 7 -7 -8 -9 -10 10 12 -13 -14 15 -16 -17 -18 leaf_value=-0.030078788091172339 0.018188113616326076 -0.021418413796175068 0.0014330093315204386 -0.014949269586462694 -0.0098774846564459937 0.02344288188147417 -0.0050575997131916094 0.018300294075413399 0.013127017706938355 0.037274635922392989 0.00014313577819248283 -0.014901574017004024 -0.021014124490579621 -0.0052024529670654752 0.0085813563916557426 -0.039551288772200266 0.004551696875546166 leaf_weight=6.0165507197380093 21.079003542661667 23.552994057536125 22.908348575234413 21.848014175891876 24.734059900045395 21.579498544335365 19.4723080098629 20.199588611721992 32.100360736250877 10.478895027190449 935.06726556643844 5.5875078290700904 18.898125555366278 6.5723326597362739 23.381719522178173 7.2699725180864334 30.763645261526108 leaf_count=141 85 98 93 88 102 89 79 90 153 171 6187 88 229 155 509 163 127 internal_value=0.000302817 -0.000772464 -0.0102531 0.00624381 0.00221981 0.0104047 0.00612063 0.00728247 0.00303143 -0.000323141 4.17601e-05 0.0190261 -0.000292322 -0.00843804 0 -0.0250286 0.0104301 internal_weight=1251.51 1059.73 46.4613 191.776 98.882 92.8945 71.315 77.034 56.8344 1013.27 970.032 16.0664 953.965 43.2406 29.3983 13.8423 51.8426 internal_count=8647 7834 191 813 433 380 291 345 255 7643 6675 259 6416 968 650 318 212 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=14 num_cat=0 split_feature=6 2 2 4 1 1 3 2 5 4 5 2 2 split_gain=2.13449 3.60359 3.23203 4.0813 3.30344 1.99232 2.40005 1.71488 1.5391 1.59502 3.268 2.09817 1.10903 threshold=1.0000000180025095e-35 10.950000000000001 10.950000000000001 4.5000000000000009 3.5000000000000004 2.5000000000000004 4.5000000000000009 1.2500000000000002 8.5000000000000018 4.5000000000000009 2.5000000000000004 8.2500000000000018 8.0500000000000025 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 3 4 -1 -5 -7 -6 9 10 -2 -11 -10 right_child=1 -3 -4 5 7 6 -8 -9 12 11 -12 -13 -14 leaf_value=-0.02527320351027873 0.0031175653396202669 -0.026207249564709698 0.025886850063601276 0.016450044565147839 0.023116162934762059 -0.0017862511213196991 -0.014440204648971753 0.0021881969833622804 -0.023599083375573583 0.0046814086003278237 -0.0055437274614005463 -0.0053234100389618838 0.003521729031183841 leaf_weight=9.3737399429082853 236.4108226634562 11.295050838962196 7.7604147102683774 6.0598614532500497 9.8531054705381376 55.202444609254599 124.62363499589264 114.05548704229295 9.7394306715577823 398.75127880461514 199.85434311255813 59.014125633984804 5.0001188330352297 leaf_count=89 1091 185 159 108 45 373 1295 678 127 2592 1157 635 79 internal_value=-0.000562493 0.000666676 -0.00402844 -0.00485001 0.00179077 -0.00962238 -0.0106147 0.00406414 0.00103463 0.00131122 -0.000842368 0.00337192 -0.014442 internal_weight=1246.99 920.065 326.929 319.168 133.282 185.886 179.826 123.909 908.77 894.031 436.265 457.765 14.7395 internal_count=8613 5866 2747 2588 812 1776 1668 723 5681 5475 2248 3227 206 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=13 num_cat=0 split_feature=0 2 0 2 3 5 5 0 5 2 4 2 split_gain=2.78093 3.05315 2.33682 2.173 2.0865 2.37942 1.98343 2.70684 1.84701 1.47461 1.39532 1.10912 threshold=495.50000000000006 7.2500000000000009 703.50000000000011 10.850000000000003 5.5000000000000009 4.5000000000000009 8.5000000000000018 547.50000000000011 6.5000000000000009 11.350000000000003 5.5000000000000009 9.1500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 6 11 -6 8 -8 -2 -5 -7 -3 right_child=2 4 -4 9 5 10 7 -9 -10 -11 -12 -13 leaf_value=-0.033857539355280214 0.00076101572418529276 0.028304773892248111 0.026712677863587331 0.037979128178421084 -0.036916824328712038 -0.022056957199267476 0.0013931973441171069 -0.035739411404272767 0.0092121509878959253 0.0021851061645208748 0.0044848408417938659 -0.00032893036322357064 leaf_weight=10.028468050062655 1097.1292856410146 5.1254431214183551 8.0857172608375532 5.7215727567672712 5.9234462380409267 5.8508873153477934 10.65435913577676 7.6263480000197879 67.921000346541405 5.8112730607390404 16.484201950952411 6.7518419362604618 leaf_count=218 6559 101 43 59 146 144 157 63 579 70 383 137 internal_value=0.00093337 -0.0104732 0.00142149 0.00122397 -0.00382776 -0.0112202 0.000999333 -0.0148887 0.00126547 0.0219553 -0.00290103 0.0128777 internal_weight=1253.11 50.1643 1202.95 1194.86 40.1358 28.2585 1183.33 18.2807 1165.05 11.5328 22.3351 11.8773 internal_count=8659 1129 7530 7487 911 673 7358 220 7138 129 527 238 is_linear=0 shrinkage=0.05 Tree=77 num_leaves=16 num_cat=0 split_feature=2 2 5 5 2 5 2 5 3 2 6 2 6 3 2 split_gain=6.54156 2.51708 1.59705 1.55472 4.24738 2.61874 1.59152 1.47944 1.39012 1.17437 1.03843 1.70671 1.28819 0.901084 0.74618 threshold=7.3500000000000005 7.2500000000000009 8.5000000000000018 1.5000000000000002 8.5500000000000025 2.5000000000000004 9.8500000000000032 3.5000000000000004 3.5000000000000004 8.9500000000000011 2.5000000000000004 4.7500000000000009 3.5000000000000004 5.5000000000000009 7.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 4 -2 9 8 -8 -7 14 11 -1 -12 -4 -5 right_child=3 -3 13 5 -6 6 7 -9 -10 -11 12 -13 -14 -15 -16 leaf_value=0.0042954381251625274 -0.011311895991894187 0.02214675747355499 -0.0028727861368682377 -0.025585782183293063 0.032792259954521001 0.009381857517293684 0.020098595298016358 -0.00256179735425417 -0.010235479164196457 -0.035061667025885083 -0.0050905062068643623 -0.00030892780716841145 0.00397793302273687 -0.030144644941568211 -0.0051229373983854498 leaf_weight=444.47862430661917 13.709181886166336 13.63113642670214 7.3787210881710035 7.1220165714621606 7.6478344276547423 8.6253412105143052 7.8034054674208155 37.841284368187189 139.17187139391899 11.073750074952839 115.09406249597669 363.41921985521913 57.646898239850998 5.1241893973201513 13.201580686494706 leaf_count=2256 89 110 85 51 56 64 89 621 1554 99 592 2538 282 72 110 internal_value=-0.000247272 0.00153667 0.00122677 -0.00753929 0.00501826 -0.00877119 -0.00649032 0.00155286 -0.00900167 -0.0220354 0.00146516 0.00222024 -0.00202994 -0.0158249 -0.0133918 internal_weight=1252.97 1006.77 993.142 246.196 21.357 224.839 193.442 45.6447 147.797 31.3973 980.639 807.898 172.741 12.5029 20.3236 internal_count=8668 5935 5825 2733 145 2588 2328 710 1618 260 5668 4794 874 157 161 is_linear=0 shrinkage=0.05 Tree=78 num_leaves=16 num_cat=0 split_feature=0 0 0 0 1 1 2 2 2 1 5 1 5 3 2 split_gain=4.70571 3.17595 3.29359 2.1157 2.13073 1.76081 1.64017 5.27912 3.48884 4.45907 1.94124 1.35994 1.20745 0.403091 0.270295 threshold=496.50000000000006 482.50000000000006 472.50000000000006 502.50000000000006 3.5000000000000004 3.5000000000000004 9.2500000000000018 9.0500000000000025 9.4500000000000011 3.5000000000000004 8.5000000000000018 3.5000000000000004 6.5000000000000009 6.5000000000000009 7.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 11 4 -2 -4 7 10 -8 -10 -5 13 -3 -1 -6 right_child=3 12 5 6 14 -7 8 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=-0.030769027569400028 -0.0034284576878871919 -0.039648051419560237 0.031495682873828194 0.0019755723941236865 0.016751020037325925 -0.0044841735238820559 0.03557942288814863 -0.034411463452150771 0.031876563157756319 -0.0050903605906714505 -0.016126193990055705 0.0031623454699025444 -0.0090091325112156336 -0.010228514597870419 0.04147830932837019 leaf_weight=8.4718362912535685 6.0462952218949821 11.13164969533682 6.67462360113859 1106.1513422392309 5.2770761922001821 5.3279776275157928 9.9809687286615354 9.1856995001435262 9.6882133111357671 33.150070529431105 13.966645345091818 6.1101298891007891 6.0143352877348653 6.3495893627405158 5.2348895445466042 leaf_count=190 84 255 134 6549 67 101 71 77 103 286 174 133 129 181 70 internal_value=0.00144234 -0.0134099 -0.00385417 0.00207769 0.0193414 0.0160231 0.0018155 0.00140263 0.0103599 0.00369237 0.00173122 -0.0156911 -0.0302651 -0.0234881 0.0320328 internal_weight=1248.76 50.0801 32.9342 1198.68 16.5583 12.0026 1182.12 1129.3 52.8193 42.8383 1120.12 20.9316 17.146 14.8214 10.512 internal_count=8604 1123 739 7481 221 235 7260 6800 460 389 6723 504 384 371 137 is_linear=0 shrinkage=0.05 Tree=79 num_leaves=27 num_cat=0 split_feature=2 2 0 1 0 0 5 5 2 2 5 0 4 0 2 2 0 2 2 2 0 0 0 2 5 5 split_gain=3.39704 3.90984 6.07168 3.48252 5.80801 5.87215 2.44726 3.81483 2.72798 2.19511 2.84993 2.02086 1.98554 6.11229 6.58998 4.48886 3.61584 2.89042 4.69443 3.38272 4.85822 2.78866 1.9607 1.4057 1.2683 0.606879 threshold=7.3500000000000005 6.2500000000000009 520.50000000000011 3.5000000000000004 549.50000000000011 562.50000000000011 6.5000000000000009 3.5000000000000004 6.7500000000000009 6.0500000000000007 2.5000000000000004 528.50000000000011 4.5000000000000009 524.50000000000011 8.1500000000000004 9.4500000000000011 571.50000000000011 10.750000000000002 12.15 9.3500000000000032 511.50000000000006 475.50000000000006 497.50000000000006 3.3500000000000001 4.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 24 4 11 -6 7 -4 -8 23 -11 -1 13 -2 16 -16 -15 19 22 20 -14 -21 -19 -5 -3 -26 right_child=12 2 6 9 5 -7 8 -9 -10 10 -12 -13 17 14 15 -17 -18 18 -20 21 -22 -23 -24 -25 25 -27 leaf_value=0.0042880072847138418 -0.031890830890556214 -0.00067702657951145158 0.015712854730283554 0.0015312559867585902 0.059902977319758438 0.010423033946129749 0.0052601099902758403 -0.0006415202964286373 0.051144024753763007 -0.029764595062344093 -0.00062516828544935453 -0.027154286591180889 0.010752534352820177 0.0098026756709306637 0.037724583169650341 -0.0029876507037286774 -0.025317462125878154 0.00083453532865509583 -0.027864044526698963 0.0069966970830391724 -0.012271579728553028 -0.029172786572834425 0.037611870825321803 -0.0028314372259835184 -0.039000307779177477 -0.011252080583447135 leaf_weight=11.600712317973377 10.451039442792533 6.5721272379159954 80.334762908518314 316.4504131898284 8.0995461791753787 20.264121130108833 6.5290038175880891 62.346667170524597 6.6485550180077553 14.574723377823828 19.072061950340867 7.5606833137571803 29.348807414993644 12.647907234728338 19.357496820390228 9.6110223159193975 14.798351168632506 6.418295985087755 5.3104807920753947 5.6692104432731858 91.790269080549479 32.790230853483081 8.4433762356638891 437.64689506031573 6.2051540818065387 5.121434448286891 leaf_count=158 163 97 472 1470 54 107 52 435 54 80 149 70 542 98 130 63 76 143 124 132 807 376 93 2520 100 94 internal_value=-0.000629921 0.000652862 0.00745681 -0.000763783 0.0122267 0.0262817 0.0106666 0.00857705 0.0307374 -0.00156835 -0.0138865 -0.00860195 -0.00587961 0.00139842 0.00810049 0.0244015 -0.00918181 -0.0086071 0.00876332 -0.0108746 -0.00661014 -0.0236722 0.0230981 -0.000994446 -0.0193139 -0.02879 internal_weight=1255.66 1009.03 173.758 835.269 47.5251 28.3637 155.859 142.681 13.1776 787.744 33.6468 19.1614 246.636 66.8658 56.4148 28.9685 27.4463 179.771 20.1722 159.599 121.139 38.4594 14.8617 754.097 17.8987 11.3266 internal_count=8659 5912 1304 4608 389 161 1013 907 106 4219 229 228 2747 530 367 193 174 2217 360 1857 1349 508 236 3990 291 194 is_linear=0 shrinkage=0.05 Tree=80 num_leaves=24 num_cat=0 split_feature=3 1 2 5 2 6 4 2 4 2 2 2 1 2 2 4 2 3 2 6 2 2 2 split_gain=1.32397 3.40906 4.67007 3.37765 3.12034 6.99472 2.63544 2.02826 1.71441 1.49989 1.11256 3.33986 4.45798 2.16127 3.9638 2.72997 2.79974 1.64737 1.61108 1.51645 4.47642 2.11365 0.360914 threshold=5.5000000000000009 5.5000000000000009 5.3500000000000005 2.5000000000000004 4.9500000000000011 1.0000000180025095e-35 4.5000000000000009 2.3500000000000001 5.5000000000000009 6.9500000000000011 2.7500000000000004 2.5500000000000003 5.5000000000000009 4.2500000000000009 4.3500000000000005 4.5000000000000009 3.2500000000000004 3.5000000000000004 4.7500000000000009 1.5000000000000002 1.0000000180025095e-35 1.0500000000000003 5.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 4 -3 7 -6 9 -2 -8 -4 11 19 -13 15 -15 17 -17 -12 -16 20 -1 -21 -5 right_child=1 3 6 22 5 -7 8 -9 -10 -11 13 12 -14 14 18 16 -18 -19 -20 21 -22 -23 -24 leaf_value=0.030682892199537987 -0.013003178202411387 -0.000292280897517234 -0.027253816407994642 -0.034817341730460159 -0.0075634985594794013 0.062381693936814843 0.0046805436830540071 0.0081898158173327167 -0.0066555404663091872 -0.0067521151373349138 0.0014317914863373892 -0.039944050462592959 0.0022628982710622683 -0.023149760540293982 0.0087759917091150743 -0.013978540120136485 0.0055522832199927227 0.015625085395639355 -7.400880533953484e-06 -0.013877176773399181 -6.4887433201602239e-05 0.0013866276101205347 -0.016017097387599211 leaf_weight=12.864674866199492 12.686674758791922 18.961344558745623 17.93564074113965 13.840142250061037 6.1070604734122735 6.6887103654444218 53.639035124331713 61.713679611682892 83.735744424164295 20.118266403675079 29.351514384150505 11.906260758638384 11.535608172416685 16.63032590597868 57.480743188410997 25.153411202132702 60.418671689927578 75.092667110264301 476.18187601491809 35.876314297318459 78.732496604323387 57.202840946614742 8.0849488712847215 leaf_count=61 67 97 139 77 55 51 582 422 1232 214 128 58 49 89 314 124 333 359 3387 162 361 251 62 internal_value=-6.14292e-05 -0.00293389 -0.00079795 -0.0161877 0.00857774 0.0305079 -0.00550865 0.00438517 -0.00219131 -0.0169935 0.000854658 -0.00235733 -0.0197269 0.00176633 0.000166077 0.0063494 -0.000226085 0.0117352 0.00094395 -3.12306e-05 0.00448431 -0.00452846 -0.0291039 internal_weight=1251.94 303.511 262.625 40.8864 87.1961 12.7958 175.429 74.4004 137.375 38.0539 948.427 208.118 23.4419 740.309 550.293 190.016 85.5721 104.444 533.663 184.676 91.5972 93.0792 21.9251 internal_count=8674 2998 2762 236 595 106 2167 489 1814 353 5676 942 107 4734 3790 944 457 487 3701 835 422 413 139 is_linear=0 shrinkage=0.05 Tree=81 num_leaves=16 num_cat=0 split_feature=0 6 0 5 0 0 2 6 4 2 1 2 2 2 2 split_gain=4.2719 1.40284 2.42817 2.76603 1.41884 1.80253 1.20242 1.90358 1.47943 4.51239 1.7406 1.6058 4.09396 2.14139 0.571252 threshold=619.50000000000011 1.0000000180025095e-35 633.50000000000011 1.5000000000000002 691.50000000000011 676.50000000000011 1.6500000000000001 1.5000000000000002 3.5000000000000004 8.2500000000000018 5.5000000000000009 4.7500000000000009 5.4500000000000011 4.5500000000000007 6.1500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 -4 5 14 7 -1 9 10 -8 13 -13 -10 -3 right_child=1 4 3 -5 -6 -7 8 -9 11 -11 -12 12 -14 -15 -16 leaf_value=0.017408560313852458 -0.014936111453152635 0.0057709989684784488 -0.0062467145368107222 0.021299164740744819 -0.0073915795692657193 0.02542580794208792 -0.013196297373886563 -0.005215605453710281 0.00060440797685397483 0.025200505277390092 0 -0.012530603463135817 -0.000707469008425189 0.0157333687834612 0.014910094119819773 leaf_weight=19.588172070682049 20.970977962017059 196.60722681879997 19.210371345281601 15.494743466377257 15.192309901118277 13.075190603733061 87.426610879600048 15.824998706579207 209.29243873804808 9.1245048306882364 34.005457632243633 86.341419991105795 460.886613689363 25.473796486854553 19.318699955940247 leaf_count=93 89 808 83 65 77 61 521 74 1208 69 165 614 4489 160 80 internal_value=5.09835e-05 0.00524628 -0.00181885 0.00616371 0.00687837 0.00787482 -0.00159097 0.00729565 -0.00194892 -0.00686281 -0.00949906 -0.00111442 -0.00260149 0.00232698 0.00667668 internal_weight=1247.83 299.87 55.6761 34.7051 244.193 229.001 947.964 35.4132 912.551 130.557 121.432 781.994 547.228 234.766 215.926 internal_count=8656 1263 237 148 1026 949 7393 167 7226 755 686 6471 5103 1368 888 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=19 num_cat=0 split_feature=0 0 0 2 2 0 0 0 4 6 2 1 3 2 0 0 2 0 split_gain=2.22902 2.62342 3.4462 2.4887 4.27239 6.116 1.81695 4.1267 2.67875 2.60206 1.42139 1.79189 2.21027 2.14535 1.18484 2.72725 0.727675 0.63814 threshold=520.50000000000011 527.50000000000011 530.50000000000011 5.7500000000000009 7.0500000000000007 524.50000000000011 498.50000000000006 496.50000000000006 5.5000000000000009 1.5000000000000002 10.65 3.5000000000000004 5.5000000000000009 7.5500000000000007 687.50000000000011 676.50000000000011 9.1500000000000004 528.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 17 -2 -5 -6 7 8 16 -10 11 13 -13 -8 15 -4 -1 -3 right_child=1 2 14 4 5 -7 10 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=-0.0099854864023579126 -0.0072351493309681675 -0.0059480607734159804 0.0010342244845222438 0.045768906221621129 -0.018876300655327381 0.03872608369865202 -0.0068705070759221484 0.032789263519192417 -0.0040149025351642565 0.029123022925929734 0.011608798718800604 0.0053465044859505118 -0.018182805672083767 -0.040384990430072445 -0.010664415449031043 0.022200181750687442 -0.036216691680353581 -0.030473900871345092 leaf_weight=7.3887064438313228 9.1935051530599576 5.1713293381035319 1039.2846062928438 10.211372930556537 10.009795971214773 6.9030579924583426 9.6580890938639659 7.5003914460539809 31.067127231508493 6.2438573129475108 5.029255509376525 18.004596248269081 19.852406971156597 10.602383788675068 19.854401811957359 14.480194151401518 5.6433065347373486 9.0298574119806272 leaf_count=169 85 54 5848 99 106 72 132 86 724 111 68 221 272 160 99 69 140 93 internal_value=0.000529349 0.00122865 0.000775881 0.0142723 0.0217379 0.00520466 -0.00588383 0.000451611 -0.00481365 0.00201552 -0.0116817 -0.013944 -0.00701411 -0.0257186 0.00111402 0.00135059 -0.0234723 -0.0228506 internal_weight=1245.13 1124.14 1087.82 36.3177 27.1242 16.9129 120.99 57.8434 50.343 37.311 63.1467 58.1175 37.857 20.2605 1073.62 1053.76 13.032 14.2012 internal_count=8608 6525 6163 362 277 178 2083 1230 1144 835 853 785 493 292 6016 5917 309 147 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=8 num_cat=0 split_feature=0 0 0 5 6 3 6 split_gain=2.9199 3.30158 2.44571 3.0679 2.6443 1.93093 1.68466 threshold=708.50000000000011 691.50000000000011 496.50000000000006 4.5000000000000009 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 6 -4 right_child=-2 -3 5 4 -6 -7 -8 leaf_value=-0.031517423216954964 0.03006005370676762 -0.02763461167311514 -0.0018762954862193888 0.010516003883173116 -0.014848302953599783 0.023875224374077009 0.0024603540176117529 leaf_weight=11.216907899826763 7.6245376467704764 9.083248630166052 298.35688393563032 18.797689283266664 20.235785143449903 8.6322249323129636 878.24116625636816 leaf_count=264 41 44 2142 451 430 82 5208 internal_value=0.0010493 0.000843569 0.00107916 -0.00960321 -0.00255094 0.001544 0.00135578 internal_weight=1252.19 1244.56 1235.48 50.2504 39.0335 1185.23 1176.6 internal_count=8662 8621 8577 1145 881 7432 7350 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=10 num_cat=0 split_feature=0 5 2 6 2 0 6 2 6 split_gain=2.80936 3.49019 2.27549 1.9823 1.95794 1.80065 1.27708 1.02461 0.819612 threshold=455.50000000000006 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.75000000000000011 640.50000000000011 1.5000000000000002 5.9500000000000011 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 2 6 -3 5 -4 -2 -6 -5 right_child=1 3 4 8 7 -7 -8 -9 -10 leaf_value=-0.02611327315518204 0.02348131931883771 0 -0.023040043336934421 -0.038254450163145257 0.0019698044930710631 0.0021829441131800257 0.0040544513328854654 -0.0010836041669178668 -0.01169350193627141 leaf_weight=9.01566852070391 15.640822157263754 10.001893676817419 15.708663597702982 8.5761139355599862 715.56261970102787 11.415854305028914 19.802541881799698 442.51921014674008 6.9214014448225489 leaf_count=284 74 155 69 134 3896 52 90 3849 87 internal_value=0.000253551 0.000469105 0.000862043 -0.0174748 0.000478857 -0.0125465 0.0131736 0.000798812 -0.0281229 internal_weight=1255.16 1246.15 1220.65 25.4994 1185.21 27.1245 35.4434 1158.08 15.4975 internal_count=8690 8406 8030 376 7866 121 164 7745 221 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=12 num_cat=0 split_feature=5 0 0 0 5 2 0 6 0 0 1 split_gain=3.51706 2.2537 2.67045 3.54763 1.70308 1.60526 1.44467 9.49843 1.95597 1.4151 1.23487 threshold=8.5000000000000018 495.50000000000006 455.50000000000006 470.50000000000006 4.5000000000000009 8.8500000000000032 502.50000000000006 1.0000000180025095e-35 507.50000000000006 513.50000000000011 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 -5 10 7 -3 -8 -10 -2 right_child=5 6 3 4 -6 -7 8 -9 9 -11 -12 leaf_value=-0.042545813950565989 -0.036739872187899938 0.056810177120969821 0.019588522700644415 -0.034243377031236873 -0.0057935400048936556 -0.0013994263263032087 -0.022455469500236622 -0.015169590546500859 0.013106366529564302 -0.00034747074642270311 -0.006480682704602502 leaf_weight=5.2373366951942435 11.056017981842166 6.6215288899838951 8.6154415123164636 7.6543638575822142 16.218970915302634 9.7157852780073863 8.8843608498573285 10.557878546416758 18.882343553006649 1129.6927386149764 5.9931854493916026 leaf_count=177 195 89 169 186 355 192 143 135 246 6615 64 internal_value=-0.000885383 -0.000477793 -0.0123465 -0.0062039 -0.0161262 -0.0184856 -8.21708e-05 0.0138977 -0.000305799 -0.000110734 -0.0273285 internal_weight=1239.13 1212.36 37.7261 32.4888 23.8733 26.765 1174.64 17.1794 1157.46 1148.58 17.0492 internal_count=8566 8115 887 710 541 451 7228 224 7004 6861 259 is_linear=0 shrinkage=0.05 Tree=86 num_leaves=13 num_cat=0 split_feature=0 2 6 5 0 0 0 0 2 2 5 2 split_gain=2.11512 1.65166 2.92436 4.66753 2.55875 2.11997 3.31046 2.76189 2.42174 3.18442 1.54245 1.16689 threshold=455.50000000000006 0.65000000000000002 1.5000000000000002 1.5000000000000002 653.50000000000011 587.50000000000011 589.50000000000011 588.50000000000011 4.9500000000000011 4.6500000000000012 1.5000000000000002 6.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -4 8 7 -7 9 -3 -10 -8 right_child=1 5 4 -5 -6 6 11 -9 10 -11 -12 -13 leaf_value=-0.023266627845837051 -0.015035453349320835 -0.0024448199799846568 -0.030571566067512143 0.024924820418517738 -0.0011616798159043709 0.0044282806089906979 0.0035879131068500833 0.039725389703571534 0.011339168243162431 -0.020360880102004913 0.00047963800218171499 -0.0043926558525124865 leaf_weight=8.0431040804833156 13.940209761261942 146.13731576874852 16.301259577274326 13.244559220969675 13.700809940695761 11.981180652976036 479.42893715202808 10.460465222597122 34.538500476628542 29.217755354940891 428.8915010727942 49.242038071155548 leaf_count=269 65 954 71 62 66 60 2131 52 251 226 4263 226 internal_value=0.000807231 0.00098502 -0.00722834 0.00444958 -0.0177731 0.00138969 0.00366012 0.022087 -0.000563963 -0.00555688 0.00132242 0.00282825 internal_weight=1255.13 1247.08 57.1868 27.1848 30.0021 1189.9 551.113 22.4416 638.785 175.355 463.43 528.671 internal_count=8696 8427 264 127 137 8163 2469 112 5694 1180 4514 2357 is_linear=0 shrinkage=0.05 Tree=87 num_leaves=10 num_cat=0 split_feature=5 2 0 0 0 6 2 0 0 split_gain=2.75313 4.57124 3.6495 2.18777 2.30233 2.3579 1.76447 1.96567 1.06704 threshold=8.5000000000000018 8.7500000000000018 466.50000000000006 705.50000000000011 691.50000000000011 1.0000000180025095e-35 7.0500000000000007 545.50000000000011 455.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 6 8 4 5 -4 7 -2 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 leaf_value=-0.042284752463801006 0.0056552566578839704 0.011236092734425232 -0.0032433695993618924 0.025198037683827564 -0.023102717684498786 0.0018318294703758614 -0.047159435792050376 -0.033609398239915593 -0.0091678911380190173 leaf_weight=5.1286678388714773 5.7094908524304682 9.7863317970186454 306.99389896914363 7.9060445427894583 9.3980141431093198 886.74539041891694 7.5590659826993933 5.1849997006356716 6.0280257277190685 leaf_count=186 98 194 2371 43 44 5413 136 46 119 internal_value=-0.000135447 -0.0153002 0.00022308 0.000500356 0.000313119 0.000520833 -0.0294841 -0.0138661 -0.0270288 internal_weight=1250.44 28.2399 1222.2 1211.04 1203.14 1193.74 18.4536 10.8945 11.1567 internal_count=8650 474 8176 7871 7828 7784 280 144 305 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=7 num_cat=0 split_feature=0 0 0 5 0 0 split_gain=2.89321 2.13838 2.56082 0.776365 4.63438 1.8991 threshold=705.50000000000011 691.50000000000011 682.50000000000011 8.5000000000000018 545.50000000000011 496.50000000000006 decision_type=2 2 2 2 2 2 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.010481678602745851 0.02898011505229799 -0.022560308010151291 0.024110004141781625 0.0041639927034834885 -0.039636414657783892 0.00053096071061869976 leaf_weight=39.497837560251355 7.6645238399505606 9.4275934249162656 10.077593535184858 20.696101849898699 7.3529088757932177 1161.7540100701153 leaf_count=933 43 44 49 406 69 7162 internal_value=0.00018695 -8.81294e-06 0.000176749 -3.48253e-05 -0.00811515 0.000156283 internal_weight=1256.47 1248.81 1239.38 1229.3 28.049 1201.25 internal_count=8706 8663 8619 8570 475 8095 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=21 num_cat=0 split_feature=0 5 0 1 3 4 4 1 5 3 4 0 0 5 3 1 0 3 6 0 split_gain=2.87398 4.10969 2.43394 4.31958 4.47291 2.58714 2.45099 2.31621 1.59769 1.27832 2.61753 2.11563 1.26192 1.21329 2.29724 4.3965 1.70981 1.6383 2.63686 2.61529 threshold=554.50000000000011 4.5000000000000009 560.50000000000011 5.5000000000000009 3.5000000000000004 5.5000000000000009 4.5000000000000009 5.5000000000000009 10.500000000000002 4.5000000000000009 4.5000000000000009 520.50000000000011 542.50000000000011 3.5000000000000004 5.5000000000000009 4.5000000000000009 577.50000000000011 4.5000000000000009 1.5000000000000002 594.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 13 5 4 -4 -3 -5 8 9 11 -11 -1 -9 17 16 -16 -15 18 -2 -19 right_child=1 2 3 6 -6 -7 -8 12 -10 10 -12 -13 -14 14 15 -17 -18 19 -20 -21 leaf_value=-0.01262287501647515 0.0071707506755821762 0.0079324199560673464 -0.022132230665991969 0.032434541646782125 0.0056555601917156915 0.046310763720231324 0.0057646214203230274 -0.036651631044854048 -0.02796092144345886 -0.014634188916107455 -0.0015146607629255291 0.0082007739250487561 -0.0052872956956298844 -0.017550444906520742 0.031461520082288842 -0.0092165446575688103 -0.0033269946851517485 0.0030098012811690645 -0.0012983808243778191 -0.0067673462837977861 leaf_weight=14.600330566987394 189.87012689560652 10.867202311754228 16.147631384432316 20.064844742417336 91.551463797688484 7.5678783729672423 16.338126622140408 7.1447896622121316 5.2920946273952714 46.598663071170449 196.4357902277261 53.820708647370338 6.6397095173597336 30.635707177221775 10.826026625931265 14.118819229304789 69.281787186861038 131.43256439268589 175.1555410772562 139.73173306882381 leaf_count=202 890 83 87 96 520 62 88 76 110 506 2608 418 51 200 73 80 336 778 788 626 internal_value=0.000135489 0.00157136 0.00876261 0.00642369 0.00127798 0.0255168 0.0210726 -0.00385426 -0.00292338 -0.00239383 -0.00410031 0.00356738 -0.0232617 1.94922e-05 -0.00445984 0.00877714 -0.00786829 0.000912099 0.00310078 -0.00201637 internal_weight=1254.12 923.589 162.537 144.102 107.699 18.4351 36.403 330.532 316.748 311.455 243.034 68.421 13.7845 761.052 124.862 24.9448 99.9175 636.19 365.026 271.164 internal_count=8678 4707 936 791 607 145 184 3971 3844 3734 3114 620 127 3771 689 153 536 3082 1678 1404 is_linear=0 shrinkage=0.05 Tree=90 num_leaves=14 num_cat=0 split_feature=0 0 0 0 0 4 5 5 3 4 5 5 4 split_gain=2.77455 2.09182 2.42857 1.64149 4.93704 3.0101 1.5474 1.80595 1.18006 3.09275 1.11138 1.05023 0.459319 threshold=648.50000000000011 651.50000000000011 656.50000000000011 637.50000000000011 635.50000000000011 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 4.5000000000000009 2.5000000000000004 1.5000000000000002 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 8 11 12 -8 9 -1 -10 -5 -4 right_child=1 2 6 5 -6 -7 7 -9 10 -11 -12 -13 -14 leaf_value=0.0019556811237898849 0.024358548608284059 -0.011411551707322599 0.0095874371304099353 0.0068424092895866696 0.032262569166471987 -0.027841902079764991 -0.0063852564673146373 0.012724712482548819 0.0021403490813326998 -0.013546087142277164 -0.0015111918189504019 -0.0088915295598363253 0.022825239930664723 leaf_weight=66.210621006786823 14.413326740264891 18.628250062465668 18.723860889673233 17.691180050373077 10.316988021135328 14.850070551037787 26.547219529747963 21.278577551245689 308.20786547660828 60.34530096128583 635.85618550144136 23.176533684134483 15.184648334980009 leaf_count=312 60 75 88 72 42 61 118 96 1755 347 5460 95 69 internal_value=-0.000264151 0.00710484 0.0043618 -0.00101824 -0.000577696 -0.00931577 0.00811166 0.00210119 -0.000928636 -0.00544503 -0.000312782 -0.00196031 0.0161428 internal_weight=1251.43 114.776 100.363 1136.65 1080.94 55.7178 81.7343 47.8258 1070.62 126.556 944.064 40.8677 33.9085 internal_count=8650 506 446 8144 7916 228 371 214 7874 659 7215 167 157 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=11 num_cat=0 split_feature=0 2 2 0 0 2 0 0 1 0 split_gain=2.60269 1.98567 4.65516 2.24402 4.1375 2.61322 1.57742 1.09442 2.81034 2.34337 threshold=708.50000000000011 3.3500000000000001 3.4500000000000006 548.50000000000011 572.50000000000011 2.7500000000000004 578.50000000000011 544.50000000000011 3.5000000000000004 527.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -5 -6 9 -9 -4 right_child=-2 2 7 4 6 -7 -8 8 -10 -11 leaf_value=-0.017712477566345163 0.027623589690553514 -0.02758660758159236 -3.8982961903477315e-05 0.0085730815986839338 -0.014434383598910853 0.043203059003044372 0.002964974093796939 0.012280160290483457 -0.00089777155838885881 -0.010048172701503481 leaf_weight=11.504729818552731 7.3282872587442389 15.927625529468058 152.32420314103365 14.08195821195841 12.630836203694342 9.2023068442940694 267.0346757620573 42.311851855367422 612.69129164889455 94.956211145967245 leaf_count=97 41 82 2421 84 67 53 1167 278 3451 880 internal_value=-0.000225315 -0.000417189 -0.00159508 0.00300057 0.0038593 0.0236808 0.0021127 -0.0011007 -2.14604e-05 -0.00392766 internal_weight=1239.99 1232.67 918.211 314.455 302.95 23.2843 279.666 902.284 655.003 247.28 internal_count=8621 8580 7112 1468 1371 137 1234 7030 3729 3301 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=16 num_cat=0 split_feature=2 2 4 5 2 2 4 5 4 6 2 6 2 2 2 split_gain=0.914816 3.93747 5.54669 2.08952 1.71111 2.85307 2.21438 1.03783 0.885506 3.00308 2.40979 1.87731 2.37986 1.47785 0.768614 threshold=9.4500000000000011 9.2500000000000018 5.5000000000000009 7.5000000000000009 11.65 9.8500000000000032 5.5000000000000009 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0500000000000003 3.5000000000000004 5.2500000000000009 3.3500000000000001 10.850000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 4 5 7 -7 -2 9 -1 -11 13 -13 -10 -5 right_child=3 2 -4 14 -6 6 -8 -9 11 10 -12 12 -14 -15 -16 leaf_value=-0.022243084465329917 -0.005169177706894546 0.050602863088017647 -0.010307255492823806 0.0013444291819012114 -0.029401383454136083 0.01571458139878806 -0.0088329558122751534 -0.033605485316918059 0.0053926679223962734 -0.019403791033899827 0.0067673969367155447 -0.014301516758088027 0.0058491260137922343 0.0010765604209640352 0.026406524255237408 leaf_weight=16.230811055749655 6.3618568256497374 8.4619398321956378 5.5058028120547524 7.1015671286731941 7.3768197894096366 17.012485962361097 17.600349197164178 8.0378157030791026 267.97642511129379 9.8866069018840772 44.253516100347042 38.025105115026236 22.32402765378356 775.31363725289702 5.2538400646299124 leaf_count=80 55 65 64 130 150 168 278 106 1265 49 207 179 132 5695 112 internal_value=0.00134352 0.00167206 0.0271747 -0.00420488 -0.00835177 -0.00455911 0.00319443 -0.0225183 0.00134152 -0.00403889 0.00163233 0.00169246 -0.00679216 0.00219407 0.0135551 internal_weight=1256.72 1187.98 13.9677 68.7447 56.3893 49.0125 34.6128 14.3997 1174.01 70.3709 54.1401 1103.64 60.3491 1043.29 12.3554 internal_count=8735 7736 129 999 757 607 446 161 7607 336 256 7271 311 6960 242 is_linear=0 shrinkage=0.05 Tree=93 num_leaves=13 num_cat=0 split_feature=5 4 4 1 5 0 0 0 0 3 0 3 split_gain=1.95052 3.90145 4.01391 2.56639 2.39823 1.94858 1.83726 2.51295 1.94161 1.69315 1.10226 0.370184 threshold=6.5000000000000009 6.5000000000000009 3.5000000000000004 3.5000000000000004 8.5000000000000018 563.50000000000011 705.50000000000011 691.50000000000011 682.50000000000011 2.5000000000000004 497.50000000000006 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 -3 5 -4 7 8 9 -1 -6 -5 right_child=1 3 4 11 10 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.013462440503514989 -0.023578210655046117 0.0052797500070192417 0.011224302674931692 -0.035962957331461071 0.013575110743169453 0.030588685608277152 0.02073388868360641 -0.026605600194817509 0.018794990301012157 -0.001172731516458416 -0.010330553093239658 -0.01234911038759922 leaf_weight=27.889165036380291 6.9116788003593674 10.034642333164813 39.118313740938902 6.5690617300569993 6.5035014357417849 21.411302775144577 8.3387612104415876 8.9084123373031598 10.886183694005011 1082.8139396011829 12.307542752474545 5.1658860128372908 leaf_count=126 54 208 496 80 148 116 47 41 53 7062 162 86 internal_value=-0.000707568 0.00567397 0.0104716 -0.0127402 0.0137567 0.0185412 -0.00132171 -0.00150699 -0.00127967 -0.00149765 -0.00154527 -0.0277464 internal_weight=1246.86 108.022 86.2523 21.7696 79.3407 60.5296 1138.84 1130.5 1121.59 1110.7 18.811 11.7349 internal_count=8679 1350 976 374 922 612 7329 7282 7241 7188 310 166 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=25 num_cat=0 split_feature=5 3 4 3 2 2 2 1 2 2 6 5 2 4 2 4 6 3 1 5 4 5 2 2 split_gain=1.68418 2.58059 2.07905 2.089 2.79544 2.38161 1.80502 4.35052 3.31658 1.97239 5.41915 1.95345 3.24009 1.83555 1.73887 5.25841 2.63194 1.72065 1.60218 2.25565 1.775 1.03025 0.503945 0.128159 threshold=5.5000000000000009 6.5000000000000009 5.5000000000000009 5.5000000000000009 7.7500000000000009 9.0500000000000025 6.2500000000000009 3.5000000000000004 6.3500000000000005 6.0500000000000007 1.5000000000000002 4.5000000000000009 9.7500000000000018 2.5000000000000004 5.7500000000000009 3.5000000000000004 1.5000000000000002 4.5000000000000009 3.5000000000000004 6.5000000000000009 3.5000000000000004 8.5000000000000018 7.4500000000000011 8.3500000000000032 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 18 4 -4 -5 9 11 -9 14 17 12 -8 -10 16 -16 -1 -11 19 -2 -20 22 -3 -13 right_child=1 21 3 5 -6 -7 7 8 13 10 -12 23 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 -25 leaf_value=-0.0032017356912776547 0.038146102429957668 -0.01141389678327985 -0.0050283057654781395 -0.0064329126265239697 -0.03106616425099076 0.025783990249916674 -0.010741346204170547 0.032051299933669966 -0.016568286389145377 -0.011790343965872037 -0.038569464693219757 -0.031396159942895865 0.026637200117006401 0.006324038188024024 -0.022676288729143564 0.018267890237019052 0.0031360155064523703 0.017605589844574242 -0.01639028873902736 0.00038362866715757274 0.0032477845652221695 0 -0.031766143221099191 -0.013332909184980576 leaf_weight=371.99881806597114 6.2000565454363814 7.693221725523478 29.842994812875986 18.407826261594895 15.678201425820587 7.1025678217411032 26.791715240105987 11.519496031105517 8.0391355603933317 8.0839341208338791 11.216829359531401 7.3449744675308448 6.3022395819425574 237.57948723249137 8.9579937905073148 35.848494827747345 290.77596658095717 9.8763044942170364 12.751781672239302 9.4259155225008708 69.458962570875883 5.6047219317406407 10.675856586545704 5.3233568146824837 leaf_count=2013 63 91 272 251 220 125 298 72 42 45 66 96 103 1836 47 236 1406 80 87 130 545 124 220 91 internal_value=0.000233511 -0.00404052 -0.00177817 -0.00824844 -0.0145786 0.00298252 0.00103421 0.00427762 0.00681917 -0.000296454 -0.0128182 -0.00973687 -0.00290401 0.00549035 0.000230184 0.00965658 -0.000413137 0.00418671 0.00290473 0.0170609 0 -0.0190668 -0.0245298 -0.0257024 internal_weight=1232.5 192.842 168.868 71.0316 45.5212 25.5104 1039.66 302.9 257.138 736.758 29.1771 45.7623 33.094 245.619 707.581 44.8065 662.775 17.9602 97.8367 15.626 82.2107 23.9738 18.3691 12.6683 internal_count=8559 2128 1693 868 492 376 6431 2538 1950 3893 191 588 401 1878 3702 283 3419 125 825 193 632 435 311 187 is_linear=0 shrinkage=0.05 Tree=95 num_leaves=11 num_cat=0 split_feature=0 2 5 2 0 2 0 0 2 0 split_gain=2.3573 1.8736 3.33386 3.73764 3.51285 2.31499 2.44453 2.96724 1.52133 1.44427 threshold=708.50000000000011 9.4500000000000011 7.5000000000000009 10.850000000000003 561.50000000000011 9.2500000000000018 475.50000000000006 493.50000000000006 11.850000000000003 542.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 -4 8 6 -1 -8 -3 -7 right_child=-2 2 3 -5 -6 9 7 -9 -10 -11 leaf_value=-0.023754733218082049 0.026627084961044163 -0.015141612839848554 -0.0089772044511483556 0.042960453010062301 0.012268522914680547 0.0041510147160264228 0.024015418907852002 2.9133276213494463e-05 -0.04381364826595871 0.036779113142471058 leaf_weight=9.6538654286414367 7.2877831608057013 39.984662340953946 6.9428283590823394 5.2116492222994566 9.9067716747522336 8.0011117197573167 12.045973559841512 1142.4063245281577 5.0911934338510028 5.9256188422441474 leaf_count=228 42 563 127 107 51 96 291 7029 116 32 internal_value=4.64371e-05 -0.000126365 -0.0081907 0.0144856 -0.0134621 0.000335544 8.02811e-05 0.00030431 -0.0193692 0.0199027 internal_weight=1252.46 1245.17 67.1371 12.1545 54.9826 1178.03 1164.11 1154.45 45.0759 13.9267 internal_count=8682 8640 964 234 730 7676 7548 7320 679 128 is_linear=0 shrinkage=0.05 Tree=96 num_leaves=17 num_cat=0 split_feature=0 2 2 2 2 2 2 0 0 0 0 2 5 5 2 0 split_gain=1.3278 1.83919 2.58893 2.47352 1.8469 1.79828 1.91166 1.61972 1.50733 3.45589 2.29087 1.4256 2.33568 2.33197 1.16474 0.0520223 threshold=647.50000000000011 3.3500000000000001 0.55000000000000016 3.4500000000000006 1.0000000180025095e-35 3.9500000000000006 4.9500000000000011 643.50000000000011 577.50000000000011 573.50000000000011 584.50000000000011 2.3500000000000001 1.5000000000000002 1.0000000180025095e-35 10.850000000000003 662.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 -1 11 -7 14 9 -4 -10 12 13 -2 -5 -13 right_child=5 3 8 7 -6 6 -8 -9 10 -11 -12 15 -14 -15 -16 -17 leaf_value=0.00063702128020705763 -0.0001829083719688474 -0.022760633415422452 0.0040892955781664199 -0.0016148252223500759 -0.023960920699329008 0.018923703258040846 -0.0071458683750487157 0.02069497462856244 0.027443593362962683 -0.03046412308664978 0.0057902515051711833 -0.013807453622653532 0.011754433069203301 -0.022619126984452009 0.0098121915163021638 -0.023207270235082629 leaf_weight=16.598872497677807 26.243011206388474 12.410971671342848 35.351511653512716 846.11294981092215 12.479157105088232 12.369946822524073 13.672174975275992 7.4224819391965857 12.58995860815048 8.008824095129965 154.6080454736948 15.990537598729135 14.811762541532515 20.420525208115578 21.810791479423642 11.805237203836439 leaf_count=71 123 66 235 6516 55 51 56 30 64 44 666 65 69 91 383 52 internal_value=-0.000905269 -0.00037544 0.00349661 -0.00142902 -0.0101989 -0.00599455 0.00529409 -0.00109524 0.00545085 -0.00272301 0.00760394 -0.00936522 -0.00486013 -0.0103747 -0.00131095 -0.0186406 internal_weight=1242.71 1127.39 239.636 887.757 29.078 115.313 26.0421 875.346 210.558 43.3603 167.198 89.2711 61.4753 46.6635 867.924 27.7958 internal_count=8637 8130 1135 6995 126 507 107 6929 1009 279 730 400 283 214 6899 117 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=16 num_cat=0 split_feature=6 4 2 4 2 4 1 2 2 2 4 2 2 2 2 split_gain=0.913152 2.47832 1.92269 2.53139 1.67428 1.00377 1.42087 2.63158 1.38737 2.53325 1.02934 0.986421 0.767299 3.02822 1.90253 threshold=3.5000000000000004 5.5000000000000009 5.6500000000000012 3.5000000000000004 3.5500000000000003 2.5000000000000004 6.5000000000000009 1.4500000000000002 3.9500000000000006 5.1500000000000012 4.5000000000000009 1.8500000000000003 9.4500000000000011 9.2500000000000018 10.850000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 -2 -5 8 12 -8 11 -10 -9 -1 13 -7 -14 right_child=1 -3 -4 4 -6 6 7 10 9 -11 -12 -13 14 -15 -16 leaf_value=-0.0025906390180270196 0.023334583570631239 0.023885683151057831 -0.014333686843172247 0.0081502249940306262 -0.016996054163310105 -0.00086762933918742367 -0.011217256852658663 0.019062549317292198 0.017673711034010855 -0.010752566027802623 0.0024111579259273597 -0.019284454636063021 -0.012242722571663421 0.022633126159440593 0.0057787545273442105 leaf_weight=15.843007385730742 12.93764868378639 12.985722586512564 15.067704640328882 13.631199255585672 10.975483767688273 981.91882506012917 13.53607154637575 27.055130831897259 12.649354740977289 17.32848446816206 15.460027277469633 22.837736822664738 42.245936006307602 12.892052635550497 20.978209485299885 leaf_count=76 58 83 87 61 55 6665 63 118 60 93 72 102 570 120 381 internal_value=-0.000511373 0.0051757 0.000105039 0.00625101 -0.00309639 -0.000835121 -0.000465789 0.00721168 -0.00666358 0.00126402 0.013317 -0.0128105 -0.000883663 -0.000535632 -0.00618835 internal_weight=1248.34 65.5978 52.612 37.5443 24.6067 1182.74 1114.09 56.0512 68.6586 29.9778 42.5152 38.6807 1058.04 994.811 63.2241 internal_count=8664 344 261 174 116 8320 7989 253 331 153 190 178 7736 6785 951 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=29 num_cat=0 split_feature=2 1 0 0 4 0 0 2 3 2 0 1 0 6 6 0 6 0 2 2 1 0 0 4 4 3 2 0 split_gain=1.7759 2.71221 6.67694 7.3773 3.2083 2.94793 2.24865 4.71328 2.23772 1.91165 1.8126 1.51431 2.54211 5.46184 4.23198 3.62229 2.72 4.45414 3.14267 1.57974 3.9109 2.31221 4.89245 1.78361 1.33343 1.20163 0.695039 0.56421 threshold=6.2500000000000009 3.5000000000000004 549.50000000000011 563.50000000000011 4.5000000000000009 528.50000000000011 648.50000000000011 1.9500000000000002 4.5000000000000009 0.55000000000000016 599.50000000000011 4.5000000000000009 567.50000000000011 1.5000000000000002 2.5000000000000004 539.50000000000011 1.5000000000000002 581.50000000000011 8.1500000000000004 7.0500000000000007 3.5000000000000004 540.50000000000011 534.50000000000011 3.5000000000000004 5.5000000000000009 5.5000000000000009 5.2500000000000009 583.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 8 26 7 -6 10 -10 -3 19 13 15 -15 -13 18 -18 -14 20 24 22 -21 -23 -2 -22 -1 -5 right_child=11 4 3 27 6 -7 -8 -9 9 -11 -12 12 16 14 -16 -17 17 -19 -20 21 25 23 -24 -25 -26 -27 -28 -29 leaf_value=-0.0081414198181848085 -0.026001545499982976 0.010940415457565099 0.060221806325064846 -0.0018147205263712614 -0.024878480877425235 -0.033892428559186068 0.0093918059607091681 -0.0050513685769145548 -0.024400541708961422 -0.0026376125195598141 0.00097802050480768656 0.0053079044309538685 -0.012606513970630964 -0.022788547774562865 0.016122185643614645 0.030420988951375044 -0.016216004297720327 0.018005502947764762 0.015739870045904339 -0.0021738293192314537 0.020790205492488681 0.011300121264502024 0.032815547297749027 -0.013886540768314557 0.0013295169688815889 0.0015426160775299466 0.014199725801614757 0.014124691760235461 leaf_weight=5.5211570002138632 8.4762901589274424 58.639354921877384 8.8216127231717127 9.5456972271204013 32.763522163033485 8.0071140453219396 20.875698462128639 292.82897447049618 9.8875649869441968 162.93014567531645 201.92260906845331 25.92063439078629 47.395947597920895 15.879516465589406 10.882236398756502 34.403778091073036 11.901597827672957 35.044114589691162 11.211864925920962 96.388733771629632 27.085658933967352 7.0806429609656325 10.120536275207995 53.709777474403381 7.639142293483018 12.459394836798309 6.2594094406813383 10.330419152975081 leaf_count=69 84 326 56 54 154 77 88 1836 44 881 869 313 247 138 85 261 72 157 60 1681 204 47 97 414 96 125 93 49 internal_value=-0.000454254 -0.00179516 0.00954006 0.024661 -0.00251762 -0.0122805 -0.00609774 -0.0071319 0.000340474 -0.00404474 0.00327242 0.00220419 0.00544159 0.0117137 -0.00677522 0.0199743 0.000158503 0.00906817 -0.00692679 -0.000582426 0.00661408 -0.00303148 0.00137867 -0.0107366 -0.013433 0.0150368 0.0035202 0.00650989 internal_weight=1243.93 828.333 48.4854 28.6977 779.848 19.7877 346.468 325.592 433.38 172.818 260.562 415.6 192.64 87.0862 26.7618 60.3244 105.554 46.9457 58.6078 222.96 55.6605 167.3 106.509 60.7904 16.1154 39.5451 11.7806 19.8761 internal_count=8677 4596 398 159 4198 239 2078 1990 2120 925 1195 4081 1333 797 223 574 536 229 307 2748 509 2239 1778 461 180 329 162 103 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=22 num_cat=0 split_feature=5 6 2 0 2 2 2 1 2 6 0 2 6 1 0 0 0 2 2 0 0 split_gain=1.28324 2.65114 3.41233 4.42765 2.42508 1.60503 4.45144 3.25334 2.73425 2.58346 1.94173 1.77562 1.88918 1.47544 2.20673 1.87858 1.25206 1.1754 1.09456 1.0312 0.237728 threshold=1.5000000000000002 1.0000000180025095e-35 6.2500000000000009 573.50000000000011 7.3500000000000005 2.5500000000000003 2.7500000000000004 5.5000000000000009 1.0500000000000003 2.5000000000000004 577.50000000000011 3.0500000000000003 1.5000000000000002 5.5000000000000009 615.50000000000011 589.50000000000011 655.50000000000011 2.8500000000000001 1.2500000000000002 455.50000000000006 601.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 -3 -4 7 20 8 -2 18 -10 12 -8 14 15 -1 -5 -15 -9 -13 -7 right_child=5 2 4 16 -6 6 11 9 10 -11 -12 19 -14 17 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.00037694715816192614 -0.014076869732258388 -0.03029906725480034 0.027677085148659748 0.0028345855977481935 0 -0.011845573762060906 0.0035346845527264564 0.012353745831175086 -0.0096194390380651539 -0.0023688126036113997 0.013289191994665434 -0.015779327240453805 0.029705581924699111 -0.007242806312418997 0.01538412145223703 -0.029349993596430857 -0.0062432112873405648 -0.031227806635770239 0.031685324974485021 0.0016182982077637608 -0.026517313605986026 leaf_weight=14.04546687752009 21.130313992500305 11.778196096420286 17.298822529613975 127.71795958280563 13.688626218587158 9.34217317402363 19.069271579384807 15.940544240176676 11.523264192044733 11.876023620367048 33.837159529328346 7.567685129120945 10.608380332589148 10.66963066160679 9.0784812867641431 8.7438835799694044 52.851342260837555 12.200900852680205 20.253400206565857 798.03315285593271 11.437603846192358 leaf_count=109 100 77 92 555 85 53 102 71 76 51 150 271 51 50 39 47 238 58 88 6280 48 internal_value=0.00119794 -0.00178249 0.000628153 -0.00185423 0.0157695 0.0020579 0.00130252 0.00759916 0.000310641 0.017367 0.00727972 0.00188771 0.0137159 -0.0115425 -0.00415621 -0.01247 0.000130291 -0.0210199 0.0238668 0.00142931 -0.0209975 internal_weight=1248.69 278.073 223.335 192.347 30.9874 970.619 856.058 114.561 66.4907 48.07 45.3604 835.278 29.6777 54.7384 31.8678 22.7894 180.569 22.8705 36.1939 805.601 20.7798 internal_count=8691 1350 1047 870 177 7341 6805 536 326 210 226 6704 153 303 195 156 793 108 159 6551 101 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=10 num_cat=0 split_feature=0 0 0 0 0 0 2 2 2 split_gain=2.72014 2.14574 4.00143 3.22362 2.33709 2.63868 2.03501 1.11887 1.43249 threshold=455.50000000000006 478.50000000000006 495.50000000000006 473.50000000000006 498.50000000000006 542.50000000000011 9.2500000000000018 9.1500000000000004 7.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 3 7 6 -4 -6 -2 8 -3 right_child=1 2 4 -5 5 -7 -8 -9 -10 leaf_value=-0.027929643637815263 -0.01776104415329979 -0.027695044953148534 0.022537298290557506 0.042860485712778618 -0.0055018324345046006 0.00094563664764705342 0.018228807352425543 -0.038317463361073979 0.0051932852853969445 leaf_weight=7.7444011885672799 6.3472261056303996 5.3953912686556595 10.536902360618113 6.2664550319313994 187.59406290575862 999.06662420555949 7.3987998329102993 6.7127563953399649 5.9016281086951494 leaf_count=279 131 134 122 117 2048 5361 148 175 142 internal_value=-0.000139789 5.28507e-05 -0.000216833 0.0158977 0.000140292 -7.31802e-05 0.00119393 -0.0229783 -0.0110822 internal_weight=1242.96 1235.22 1215.21 20.0125 1197.2 1186.66 13.746 18.0098 11.297 internal_count=8657 8378 7982 396 7531 7409 279 451 276 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=21 num_cat=0 split_feature=5 6 1 3 5 3 2 2 5 6 2 2 2 2 4 1 4 2 2 4 split_gain=1.5959 2.04572 3.23876 4.26753 2.06601 2.84032 2.05976 2.00408 1.9761 1.55349 2.91026 2.66538 3.63457 2.22857 2.73927 2.86198 2.17295 0.993912 0.249733 0.0313037 threshold=2.5000000000000004 3.5000000000000004 5.5000000000000009 5.5000000000000009 4.5000000000000009 6.5000000000000009 5.4500000000000011 6.4500000000000011 4.5000000000000009 2.5000000000000004 0.45000000000000007 6.6500000000000012 5.6500000000000012 1.0500000000000003 4.5000000000000009 4.5000000000000009 3.5000000000000004 1.8500000000000003 0.15000000000000005 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 4 6 7 -6 -4 -2 -3 13 -11 12 -12 16 17 -16 -1 -15 -18 -5 right_child=1 8 3 19 5 -7 -8 -9 -10 10 11 -13 -14 14 15 -17 18 -19 -20 -21 leaf_value=-0.020233935781480365 0.0059912367835237585 0 -0.0096284761480290304 -0.020078936018008215 -0.0012500053816243649 -0.016844800199466776 0.0048094683768060281 -0.0023528587665863345 0.0243739755732875 0.020650708152595617 -0.0047553084119695962 0.013609399925022067 -0.034741144681673428 0.020805415603951924 -0.0087930544413064842 0.0049777205619795633 0.0079063614509718907 0.0079121411200939254 -0.0018929564522980108 -0.035272984562047131 leaf_weight=16.855429135262966 187.84329509176314 18.488541036844254 71.972697459161282 8.7378120422363299 242.00182327628136 32.405108174309134 36.071994356811047 114.50758132524788 14.144595239311455 10.601885005831717 66.410786874592304 13.732512909919022 11.170715458691118 16.481016114354134 55.102521158754826 114.00461919046938 11.084807790815832 185.70572647452354 12.133451804518698 10.503073032945393 leaf_count=80 1165 101 341 49 2356 552 200 1066 90 49 294 80 56 71 429 607 51 893 53 78 internal_value=0.0004382 -0.00104792 -0.00162744 -0.00881309 -2.04655e-05 -0.00316425 -0.00476244 0.0028173 0.010983 0.00257872 -0.00289844 -0.00588083 -0.00952366 0.00395155 0.00517089 0.000435892 -0.00707508 0.00908495 0.00271224 -0.0299529 internal_weight=1249.96 736.677 704.043 127.286 576.758 274.407 108.045 302.351 32.6331 513.283 101.916 91.314 77.5815 411.368 371.294 169.107 40.0737 202.187 23.2183 19.2409 internal_count=8661 5998 5807 668 5139 2908 541 2231 191 2663 479 430 350 2184 2000 1036 184 964 104 127 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=21 num_cat=0 split_feature=6 2 2 1 4 2 2 2 2 2 2 5 5 5 5 2 5 1 5 5 split_gain=1.73888 3.57266 4.12674 5.87748 3.08515 2.34101 2.12236 6.63495 6.34312 4.72517 3.71199 2.63167 2.45139 1.98403 1.53313 2.67922 2.21376 0.567076 0.387923 0.207037 threshold=1.5000000000000002 3.2500000000000004 3.4500000000000006 6.5000000000000009 2.5000000000000004 1.5500000000000003 5.8500000000000005 5.4500000000000011 5.6500000000000012 6.1500000000000012 4.7500000000000009 1.5000000000000002 2.5000000000000004 2.5000000000000004 4.5000000000000009 3.0500000000000003 3.5000000000000004 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 -3 4 -4 13 7 10 -9 12 -7 -11 -8 17 15 16 -1 -2 -16 -19 right_child=5 2 3 -5 -6 6 9 8 -10 11 -12 -13 -14 -15 18 -17 -18 19 -20 -21 leaf_value=0.0063615556800024056 0.0021535487922323075 -0.02547688562613239 0.01887965013145234 0.026606587780366005 -0.0013523367742008705 0.002073772690764494 -0.044334729920727706 0.04901784612623758 -0.00039295439889104692 0.013833845404722473 -0.01325177745264147 -0.0050723767046234932 -0.0096230749853756618 -0.027161103537161613 0.029121807835736421 0.02703955749186053 -0.01264471665237568 -0.015166681839073201 0.011166268026666475 -0.0047466145020994693 leaf_weight=112.62384128570557 13.483900338411329 14.941307347267864 18.501829899847507 19.501195296645164 543.6785396989435 195.72761917859316 9.850382477045061 12.667282644659283 11.96940980479121 20.579353779554367 48.380657881498337 121.95429819822311 11.807338021695612 15.008220076560972 9.0563345924019831 12.929727762937544 16.621230088174343 11.207454770803453 8.9532678201794607 13.210410624742506 leaf_count=520 58 81 100 89 4747 941 48 73 74 111 283 1013 79 68 49 61 84 52 55 59 internal_value=-9.29701e-05 0.00140087 -0.000374934 0.000303881 -0.000645266 -0.00242831 -0.00118913 0.00153267 0.0257383 -0.00565671 -0.000984924 -0.00223045 -0.0268913 -0.012265 0.00800736 0.00612302 0.0038006 -0.00569142 0.0215154 -0.0101345 internal_weight=1242.65 756.807 596.623 581.682 562.18 485.846 432.936 268.745 24.6367 164.191 244.108 142.534 21.6577 52.91 160.184 142.175 129.245 37.9018 18.0096 24.4179 internal_count=8645 5786 5017 4936 4847 2859 2622 1371 147 1251 1224 1124 127 237 769 665 604 169 104 111 is_linear=0 shrinkage=0.05 Tree=103 num_leaves=8 num_cat=0 split_feature=0 0 0 0 0 5 3 split_gain=2.71104 2.04851 1.70679 2.07469 1.27038 0.953772 0.540369 threshold=473.50000000000006 481.50000000000006 691.50000000000011 671.50000000000011 490.50000000000006 1.0000000180025095e-35 6.5000000000000009 decision_type=2 2 2 2 2 2 2 left_child=6 -2 3 4 -3 -5 -1 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.023856834073518431 0.021733763800241217 -0.017773965288574157 -0.016156627895851289 0.023488485576674122 -0.00021208331028958023 0.0039847309185653459 -0.0055003191883347298 leaf_weight=13.145019549876453 9.6635125968605262 9.4015497025102359 15.687836244702337 11.986932784318926 1168.758641898632 14.528800889849661 7.7707912046462289 leaf_count=310 188 254 80 58 7495 68 245 internal_value=-0.000395066 -8.03414e-05 -0.000274825 -5.06285e-05 -0.000371419 0.0135167 -0.0178272 internal_weight=1250.94 1230.03 1220.36 1204.68 1178.16 26.5157 20.9158 internal_count=8698 8143 7955 7875 7749 126 555 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=14 num_cat=0 split_feature=0 6 2 1 2 2 2 2 2 6 2 0 1 split_gain=1.43964 1.34472 3.63951 1.71716 3.77157 2.21291 1.42208 4.73828 6.28924 3.20199 4.87301 1.41717 1.19001 threshold=455.50000000000006 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 5.4500000000000011 4.6500000000000012 7.0500000000000007 6.3500000000000005 5.9500000000000011 2.5000000000000004 9.2500000000000018 567.50000000000011 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 5 -5 -4 7 8 -3 10 -8 -11 -9 right_child=1 6 3 4 -6 -7 9 12 -10 11 -12 -13 -14 leaf_value=-0.020351193292326663 0.026209447129606107 -0.00011412302401245915 0.0072714483272479126 -0.0073919188252706495 0.0088961147447290442 0.00056462449225217371 -0.022277212167737735 0.025068631226226479 -0.024870685952475449 -0.0037104462099384057 0.012757752526605649 0.016793358651809986 0.007420097960188163 leaf_weight=7.2411294290795913 14.162204116582869 335.08809128403664 183.59047417342663 126.97528140246868 48.058027151972055 374.7373787201941 42.832609374076128 18.045861523598433 26.820537753403187 18.40737172961235 11.916295770555733 13.710877463221548 23.91412703320384 leaf_count=274 68 1679 1035 596 278 3508 373 142 168 174 132 70 132 internal_value=0.000461217 0.000603283 0.00194012 0.00142959 -0.00286626 0.00278797 -0.00142272 -0.000155488 -0.00202605 -0.0071887 -0.01447 0.00513418 0.0155335 internal_weight=1245.5 1238.26 747.523 733.361 175.033 558.328 490.736 403.869 361.909 86.8672 54.7489 32.1182 41.96 internal_count=8629 8355 5485 5417 874 4543 2870 2121 1847 749 505 244 274 is_linear=0 shrinkage=0.05 Tree=105 num_leaves=9 num_cat=0 split_feature=0 0 0 2 2 6 2 5 split_gain=0.997523 0.87611 1.13907 3.91164 1.49081 1.21922 2.60329 1.00248 threshold=705.50000000000011 687.50000000000011 666.50000000000011 2.7500000000000004 1.1500000000000001 2.5000000000000004 6.6500000000000012 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 7 -7 -1 right_child=-2 -3 3 -5 -6 6 -8 -9 leaf_value=-0.0026096485319424992 0.0171384909923076 -0.01238757962550268 0.0089681504561543567 0.032321604063127993 -0.015245946434982675 -0.0070188503381020222 0.0070200812646303845 0.0014364538886753918 leaf_weight=186.11889966391027 7.6874742954969397 12.811092659831045 12.219204515218737 11.026327461004255 11.124350294470785 140.31824284046888 41.887891979888082 829.03887951467186 leaf_count=929 44 59 60 50 50 708 312 6512 internal_value=0.000250075 0.000128066 0.000272239 0.00911552 -0.00251793 6.8284e-06 -0.00374341 0.000687883 internal_weight=1252.23 1244.54 1231.73 34.3699 23.3436 1197.36 182.206 1015.16 internal_count=8724 8680 8621 160 110 8461 1020 7441 is_linear=0 shrinkage=0.05 Tree=106 num_leaves=24 num_cat=0 split_feature=2 5 5 0 2 0 2 1 0 2 0 0 0 2 2 2 1 1 0 3 5 4 0 split_gain=1.61625 2.2108 5.19595 2.54315 2.32647 2.6671 2.19246 2.78231 4.37553 2.00827 2.01186 3.80521 1.84751 2.65551 2.08714 1.99964 3.51413 2.23274 1.70529 1.70042 1.23085 0.497606 0.204376 threshold=6.1500000000000012 5.5000000000000009 6.5000000000000009 581.50000000000011 6.7500000000000009 537.50000000000011 5.9500000000000011 5.5000000000000009 557.50000000000011 11.250000000000002 550.50000000000011 530.50000000000011 629.50000000000011 1.9500000000000002 0.15000000000000005 5.4500000000000011 5.5000000000000009 3.5000000000000004 634.50000000000011 5.5000000000000009 4.5000000000000009 5.5000000000000009 547.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 9 3 19 22 -6 12 8 21 10 11 -2 15 14 -14 17 -17 -1 -15 -3 -12 -8 -4 right_child=1 2 4 -5 5 -7 7 -9 -10 -11 20 -13 13 18 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.0092739010647865331 0.0018875769131032787 -0.029674270447392671 -0.0049370750173970065 0.014232144335092324 0.002447034400379541 0.026708037630820192 -0.012568382901625428 -0.03673368655470096 0.012621445800833834 -0.020788842436378213 0.00060336048143566374 0.019449123829217149 0.0071842995813898641 0.021088292577445371 -0.0093120047768173019 -0.00021585425847235083 0.024531687724716741 -0.0040815352947833825 0.0053601958700335191 -0.0077188792463122428 0.012351812959030178 -0.038407776439859737 -0.021434463004691109 leaf_weight=32.492116369307041 64.896634835749865 22.185903681442142 5.203317526727913 5.0864812433719626 38.151589873246849 15.601544149219988 5.9386516176164168 8.3119782321155053 15.102181840687988 6.4140174547210327 167.2702537253499 59.452288292348385 28.602346144616604 20.2960564494133 52.766618803143501 63.311252290382981 17.395640715956688 449.19729068502784 107.95586001873016 16.91737687215209 24.95612034201622 5.1332748401910067 5.2371929101645947 leaf_count=241 935 230 76 26 727 126 57 46 84 113 952 506 135 83 229 465 89 2512 449 266 157 57 36 internal_value=0.000324753 0.00279461 -0.00333524 -0.0163688 0.0056736 0.00993916 -0.000991926 -0.0131489 -0.00439905 0.00487094 0.00547039 0.010412 -0.000426097 0.00356147 -0.0034358 -0.00192493 0.00529202 -0.00315295 0.00803177 -0.0207296 0.00221053 -0.0271517 -0.0147998 internal_weight=1237.88 431.373 108.383 44.1898 64.1936 53.7531 806.503 34.4861 26.1741 322.989 316.575 124.349 772.017 209.621 81.369 562.396 80.7069 481.689 128.252 39.1033 192.226 11.0719 10.4405 internal_count=8597 4150 1487 522 965 853 4447 244 198 2663 2550 1441 4203 896 364 3307 554 2753 532 496 1109 114 112 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=17 num_cat=0 split_feature=5 2 2 3 0 0 2 2 2 0 5 0 2 0 2 2 split_gain=2.40968 3.66739 4.50081 2.99892 2.32068 5.04716 5.48404 2.54772 2.09481 2.00619 3.41873 2.7293 1.61944 1.59093 0.211023 0.0358467 threshold=4.5000000000000009 1.4500000000000002 2.0500000000000003 6.5000000000000009 509.50000000000006 521.50000000000011 7.5500000000000007 8.2500000000000018 8.8500000000000032 550.50000000000011 2.5000000000000004 553.50000000000011 7.0500000000000007 597.50000000000011 6.0500000000000007 9.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 -2 -3 13 7 6 14 12 -5 10 -7 -11 -1 -4 -6 -9 right_child=1 2 3 8 5 9 -8 15 -10 11 -12 -13 -14 -15 -16 -17 leaf_value=-0.015596056629566604 0.040703075817072061 -0.036478934004600359 0.0032543587790548265 -0.019140083493500173 0.026024383291288661 -0.0085577816925384975 -0.0057521815763817421 -0.039130748501334633 0.0060968253221591112 -0.024426185727536853 0.011134230924049892 -0.00260967536647628 0.018316812155868487 0.01412938626018901 0.054536167126902305 -0.018801940007648912 leaf_weight=7.0250995382666606 5.3288719207048407 6.3400277644395819 246.15584048908204 22.896905429661274 5.6653118953108805 31.995856106281281 9.3194962665438634 6.5671834722161275 11.556367222219704 13.695186525583265 64.806943751871586 764.99056372046471 5.25600909255445 38.728959456086159 5.7547751143574715 5.0741974525153637 leaf_count=116 26 35 2469 326 56 259 113 126 266 106 564 3800 103 175 58 118 internal_value=-0.000695845 0.00295082 0.00219509 0.00309 -0.00201487 -0.00158835 0.0221936 -0.0170884 -0.0106008 -0.00218211 0.00455343 -0.00303062 -0.000419375 0.00479452 0.0440287 -0.0328537 internal_weight=1251.16 331.007 325.678 319.338 920.151 896.228 20.7396 23.9225 34.4533 875.489 96.8028 778.686 12.2811 284.885 11.4201 11.6414 internal_count=8716 3297 3271 3236 5419 4956 227 463 592 4729 823 3906 219 2644 114 244 is_linear=0 shrinkage=0.05 Tree=108 num_leaves=9 num_cat=0 split_feature=2 0 0 2 0 0 5 5 split_gain=2.63433 1.37117 2.29585 1.91907 0.949017 2.1033 1.57954 0.672268 threshold=11.850000000000003 473.50000000000006 482.50000000000006 9.7500000000000018 496.50000000000006 498.50000000000006 5.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 left_child=1 3 -3 7 6 -6 -4 -1 right_child=-2 2 4 -5 5 -7 -8 -9 leaf_value=0.012518265615632124 -0.027866514417220423 0.023286448184543493 -0.027093295699693251 -0.032051745148890295 0.025164244108292617 0.00041056358369938187 0.0034053007423786247 -0.010806042304922721 leaf_weight=5.1059676967561263 7.2744189826771608 10.09910801425576 7.1987896338105184 6.7452163547277442 7.6543961316347113 1185.0998905561864 7.879832586273551 5.2126730922609568 leaf_count=128 179 195 185 180 85 7361 185 144 internal_value=0.000242739 0.000434767 0.000640984 -0.0132278 0.000428394 0.000594553 -0.0116237 0.000380056 internal_weight=1242.27 1235 1217.93 17.0639 1207.83 1192.75 15.0786 10.3186 internal_count=8642 8463 8011 452 7816 7446 370 272 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=19 num_cat=0 split_feature=3 0 0 5 1 5 3 5 0 0 3 6 6 4 5 0 4 5 split_gain=2.41958 4.1121 3.35937 5.41682 1.11704 1.94191 1.01888 3.18766 2.92885 2.76004 0.991861 2.68017 2.15338 0.82271 1.33329 0.599008 0.491686 0.308468 threshold=6.5000000000000009 518.50000000000011 555.50000000000011 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 627.50000000000011 549.50000000000011 4.5000000000000009 2.5000000000000004 2.5000000000000004 4.5000000000000009 2.5000000000000004 474.50000000000006 4.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 15 3 -3 6 -6 10 8 -8 -9 12 -12 -1 14 -7 -2 -4 -17 right_child=1 2 16 -5 5 13 7 9 -10 -11 11 -13 -14 -15 -16 17 -18 -19 leaf_value=0.0016286590677324624 -0.010827902456442245 0.03359987355172047 -0.02002491054867463 -0.014925205598927797 -0.008298468731497189 0.006552892355227039 -0.0072224373563751169 0.00082843592963739254 0.02093138418991497 0.015820400908129018 -0.0050840673172418043 0.006604397966980007 -0.0070133770979137469 0.00074015167265408769 0.025832089458824894 -0.038426533246358599 -0.0053280350766567071 -0.018096854203430001 leaf_weight=416.91677306033671 7.6954917833209064 12.659689672291281 11.7402540743351 8.9886411689221841 17.816652446985245 26.365511521697044 87.23307416215539 67.662440624088049 9.2794015258550626 56.5482685752213 314.23585752397776 56.854604706168175 86.080381266772747 17.807911232113838 14.369935147464274 9.3065393548458832 14.348014034330843 7.8526432439684859 leaf_count=2319 249 109 63 101 83 116 641 963 39 364 2295 333 420 81 63 168 88 172 internal_value=-0.000681844 -0.00947693 -0.000656917 0.0134615 -0.000124823 0.00567647 -0.000538821 0.00248158 -0.00427736 0.00776546 -0.00130921 -0.00326691 0.000128803 0.0100814 0.0139297 -0.0255429 -0.0126216 -0.0309072 internal_weight=1243.76 72.5913 47.7366 21.6483 1171.17 76.36 1094.81 220.723 96.5125 124.211 874.088 371.09 502.997 58.5434 40.7354 24.8547 26.0883 17.1592 internal_count=8667 950 361 210 7717 343 7374 2007 680 1327 5367 2628 2739 260 179 589 151 340 is_linear=0 shrinkage=0.05 Tree=110 num_leaves=15 num_cat=0 split_feature=2 2 2 6 3 0 0 4 0 0 0 6 3 1 split_gain=1.35031 1.53818 2.8076 1.81236 2.98263 2.78107 2.1311 1.97529 1.62838 2.13374 1.44226 1.37684 0.677803 0.233477 threshold=0.65000000000000002 7.3500000000000005 7.2500000000000009 2.5000000000000004 5.5000000000000009 567.50000000000011 606.50000000000011 4.5000000000000009 516.50000000000011 522.50000000000011 661.50000000000011 1.5000000000000002 5.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 8 6 5 -5 7 -3 12 -10 11 -1 -2 -4 right_child=1 3 13 4 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=-0.0035536088302211364 -0.018690403118234208 0.0034559487772931998 0.011913223596724136 -0.022527489829502881 0.029592277867918199 0.014190467335264821 -0.028369736712319366 -0.0075973770848223408 0.01803220358912409 0 0.002747467200391528 -0.022688470747351464 -0.0035432919947217148 0.030292629904488295 leaf_weight=19.11798895150423 14.578119076788427 53.998109805397689 6.8636429253965598 9.1475097835063988 9.0524076633155328 9.413215443491934 9.086659908294676 148.61965805105865 15.713068794459103 881.34653327614069 18.56154091656208 19.990945622324944 17.06072666682303 6.1401563696563244 leaf_count=83 215 468 70 89 82 48 40 1996 160 4860 96 87 299 37 internal_value=-0.00100876 -0.000635824 0.000270077 -0.00420759 0.00757149 -0.00387662 -0.00579585 -0.00462458 -5.95606e-05 0.000333811 -0.00841989 -0.0137811 -0.0110346 0.0224921 internal_weight=1238.69 1181.02 941.702 239.318 27.6131 18.5607 211.704 202.618 928.698 897.06 57.6705 39.1089 31.6388 13.0038 internal_count=8630 8364 5641 2723 219 137 2504 2464 5534 5020 266 170 514 107 is_linear=0 shrinkage=0.05 Tree=111 num_leaves=8 num_cat=0 split_feature=0 2 0 0 2 4 0 split_gain=1.92471 1.21817 2.99168 2.42188 1.72716 1.30127 0.00546358 threshold=457.50000000000006 0.15000000000000005 687.50000000000011 676.50000000000011 0.55000000000000016 3.5000000000000004 641.50000000000011 decision_type=2 2 2 2 2 2 2 left_child=-1 5 3 4 -3 -2 -7 right_child=1 2 -4 -5 -6 6 -8 leaf_value=-0.023053277056918196 -0.0019317446042165392 -0.017254018056279803 -0.024263880269724564 0.022663959361761476 9.2666313498966556e-05 0.011467868729669227 0.019876114343254814 leaf_weight=8.0185506446287018 15.561507523059843 13.524269990622996 11.727100163698195 10.781632691621779 1165.6407103426754 11.591004729270937 10.613964930176733 leaf_count=307 76 60 55 52 8022 51 50 internal_value=-3.52045e-05 0.000128145 -0.000149071 0.000104559 -0.000116504 0.00885404 0.0163858 internal_weight=1247.46 1239.44 1201.67 1189.95 1179.16 37.7665 22.205 internal_count=8673 8366 8189 8134 8082 177 101 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=17 num_cat=0 split_feature=1 0 2 0 4 3 0 3 0 0 2 0 3 0 0 0 split_gain=2.199 3.47192 4.73343 4.51483 4.10861 3.15239 6.7867 2.82921 2.24094 2.11096 2.42807 3.34611 2.10606 2.10326 1.89204 1.60508 threshold=3.5000000000000004 541.50000000000011 8.5500000000000025 519.50000000000011 5.5000000000000009 5.5000000000000009 564.50000000000011 4.5000000000000009 513.50000000000011 703.50000000000011 0.55000000000000016 610.50000000000011 3.5000000000000004 485.50000000000006 685.50000000000011 496.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 13 5 6 -3 -1 -9 10 11 -2 -13 -4 15 -12 right_child=9 4 3 -5 -6 -7 -8 8 -10 -11 14 12 -14 -15 -16 -17 leaf_value=0.012551773491432293 -0.036761391116199492 0.043486200915471646 0.014959443197123829 0.046489232181311645 0.038561163837106005 -0.015876217487242838 -0.0049366078089141336 -0.0044821234581545136 -0.030585592825779041 0.022218374379517701 -0.014648390802609698 0.0087599701813725547 -0.013699446450763287 -0.012612481984026312 -0.023050108814501161 -0.00030186626514662083 leaf_weight=8.3947751168161613 9.7731724306941015 11.365665934979917 14.550223274156453 6.7627064436674109 13.404322974383829 10.146855082362888 16.639931552112103 16.629904134199023 17.249629061669111 8.5976316556334478 18.900881107896566 15.791972994804381 26.241239190101624 11.374151306226848 8.4673509746789914 1034.165835108608 leaf_count=93 48 76 394 69 95 74 86 354 201 49 440 71 114 204 37 6279 internal_value=-0.000395222 0.00582109 -0.00101154 0.0129853 0.0156808 0.00673481 0.0153644 -0.0119996 -0.0184118 -0.00110523 -0.00130961 -0.0117813 -0.00513772 0.00265759 -0.000783242 -0.00057776 internal_weight=1248.46 126.518 74.9614 32.6871 51.5568 38.1525 28.0056 42.2743 33.8795 1121.94 1113.34 51.8064 42.0332 25.9244 1061.53 1053.07 internal_count=8684 1646 1315 667 331 236 162 648 555 7038 6989 233 185 598 6756 6719 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=20 num_cat=0 split_feature=2 2 5 3 5 3 2 4 5 5 4 2 5 1 5 5 4 6 2 split_gain=1.29356 1.93555 3.59789 2.70507 1.96903 5.55223 4.49242 1.75938 1.46986 1.39798 1.14547 4.04411 1.63165 1.3651 2.14799 1.28474 1.08829 1.65824 0.891176 threshold=6.5500000000000007 7.3500000000000005 4.5000000000000009 7.5000000000000009 4.5000000000000009 6.5000000000000009 8.4500000000000011 6.5000000000000009 8.5000000000000018 6.5000000000000009 6.5000000000000009 3.8500000000000001 5.5000000000000009 3.5000000000000004 5.5000000000000009 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 7.0500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 16 4 5 -3 -6 9 10 -4 13 -12 -13 14 -1 -15 18 -18 -2 right_child=1 3 7 -5 6 -7 -8 -9 -10 -11 11 12 -14 15 -16 -17 17 -19 -20 leaf_value=0.0010651719961418133 0.011631484069459311 -0.0068060940696860542 -0.0065315679914259078 -0.031236286965091731 -0.0067117235181911152 0.02934698230666475 0.014104265091163568 -0.027283475000910992 -0.020519061411463421 0.014505668986951751 0.011496555457509702 -0.011381442334632065 -0.038241560546158446 2.7693885579704577e-05 0.025440412528079805 -0.0043235707683018819 0.0025158102629058501 0.024579526297250433 -0.0046188119500394503 leaf_weight=36.90435991063714 24.702990598976612 121.42234530672431 24.667279962450266 5.9675072748213998 43.18415910936892 10.607245199382303 61.368411378003657 6.1456566695123902 9.0706526320427638 10.405813075602053 15.696001157164572 25.204002125188708 7.4130138885229817 539.76744953915477 11.224954664707182 244.88707471452653 12.588658127933739 31.503947576507926 11.366368195042012 leaf_count=262 137 1028 205 134 531 148 920 80 123 107 92 205 89 2653 103 1514 112 210 66 internal_value=-0.000458701 0.00204339 0.00717276 -0.000521909 0.000359995 -0.0036652 0.00547697 -0.00466989 -0.0014884 0 -0.00126377 -0.00867965 -0.0185908 -0.00081766 0.00725397 -0.00132773 0.0133063 0.0185866 0.00638927 internal_weight=1254.1 363.93 121.381 242.55 236.582 132.03 104.553 41.2187 890.168 35.0731 881.097 48.313 32.617 832.784 48.1293 784.655 80.162 44.0926 36.0694 internal_count=8719 3678 917 2761 2627 1176 1451 392 5041 312 4918 386 294 4532 365 4167 525 322 203 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=19 num_cat=0 split_feature=2 0 0 0 2 2 4 4 0 6 3 0 3 2 2 0 0 0 split_gain=1.33484 3.61655 4.50717 4.00973 2.11511 1.36542 2.72104 1.9882 1.51783 1.11378 4.95404 4.19432 2.55782 2.55539 1.91135 1.38686 0.843715 4.15688 threshold=9.4500000000000011 478.50000000000006 561.50000000000011 459.50000000000006 6.5500000000000007 9.2500000000000018 5.5000000000000009 2.5000000000000004 502.50000000000006 1.0000000180025095e-35 4.5000000000000009 528.50000000000011 4.5000000000000009 4.7500000000000009 6.0500000000000007 592.50000000000011 539.50000000000011 531.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 16 -2 9 7 -7 -6 -9 10 13 -12 15 -1 -14 -11 17 -3 right_child=1 2 -4 -5 5 6 -8 8 -10 12 11 -13 14 -15 -16 -17 -18 -19 leaf_value=0.01020664599959091 -0.013603497324059508 -0.023576009839625465 0.016616411561669115 0.038725683666095898 -0.022147949012947189 0.0351615037282062 -0.0063418976893583057 0.015070176432818848 0.0028075889547799289 -0.0076114669117032692 0.014598084514590985 -0.014221176110820142 0.0050655157169736502 -0.0066711339128032281 -0.006881498674391833 -0.00059132223511385083 -0.03359462742896057 0.021705381439732066 leaf_weight=64.79424612224102 5.7468574903905374 25.243592878803614 9.3830909207463247 7.1487832013517618 6.3733380846679202 8.7105240207165462 5.9111093524843445 27.548879763111472 248.46460243314505 96.525994319468737 13.397437360137699 102.17441488429904 279.64369877800345 32.824966067448258 36.803523179143667 259.90812601149082 9.5425149351358396 5.3366281241178504 leaf_count=314 207 409 49 140 36 65 67 586 1968 593 193 676 1621 202 282 1128 80 49 internal_value=0.000216258 -0.00684584 -0.0130247 0.015745 0.000598437 0.00424462 0.0187309 0.00341345 0.00409955 -0.000621522 -0.00376392 -0.0107409 0.000370783 0.00447061 0.003643 -0.00252241 -0.0203136 -0.0150784 internal_weight=1245.48 62.4015 49.5058 12.8956 1183.08 297.008 14.6216 282.387 276.013 886.072 213.191 115.572 672.881 97.6192 316.447 356.434 40.1227 30.5802 internal_count=8665 934 587 347 7731 2722 132 2590 2554 5009 1385 869 3624 516 1903 1721 538 458 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=18 num_cat=0 split_feature=0 0 3 0 0 5 2 0 2 6 3 3 2 2 0 2 2 split_gain=1.2731 1.97179 2.39899 1.89774 2.11685 1.59968 2.18483 2.37772 6.35067 2.04626 2.69835 2.36822 3.22667 2.02671 1.99634 1.74127 0.539575 threshold=542.50000000000011 540.50000000000011 3.5000000000000004 539.50000000000011 522.50000000000011 4.5000000000000009 9.6500000000000004 549.50000000000011 5.4500000000000011 2.5000000000000004 4.5000000000000009 4.5000000000000009 5.3500000000000005 3.3500000000000001 551.50000000000011 4.8500000000000005 7.0500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 6 7 8 -2 11 -11 12 -7 -9 -13 -12 -3 right_child=5 16 3 -5 -6 9 -8 13 -10 10 15 14 -14 -15 -16 -17 -18 leaf_value=0.023830296084959714 -0.02480099021639225 -0.028967446681539607 1.4860900865369427e-05 0.021427042185296837 -0.010205720692506384 -0.0013018374629637289 -0.022614056664672286 0.0028549606658637909 0.028732418110830799 -0.0012816592141288911 0.0093135011695828201 -0.020077687530439828 0.020714038462676904 -0.0024466053446089366 0.0003360709483145341 0.041412508166157901 -0.0068885245318564773 leaf_weight=7.496873101219534 6.6335088685154942 8.1025688201189023 123.68410461954772 6.4994245469570151 83.67897417768836 32.284436903893948 9.8317465633153898 281.86124194413424 19.494975753128529 12.743623048067095 8.8802736550569552 12.830181147903202 32.265189178287983 494.70792201161385 85.93874966353178 9.9415171295404416 6.1431629359722129 leaf_count=67 51 72 2176 52 830 171 66 1266 153 70 49 126 198 2647 537 63 56 internal_value=-0.00010685 -0.00341103 -0.00217748 -0.00321911 -0.00411473 0.000663561 -0.000308092 -8.61391e-07 0.0145438 0.00472109 0.0161988 0.00238722 0.00977466 -0.000514737 -0.00244024 0.0277541 -0.0208507 internal_weight=1243.02 235.605 221.359 213.863 207.363 1007.41 812.529 802.698 26.1285 194.884 31.5654 163.319 64.5496 776.569 98.7689 18.8218 14.2457 internal_count=8650 3253 3125 3058 3006 5397 4183 4117 204 1214 182 1032 369 3913 663 112 128 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=10 num_cat=0 split_feature=2 0 4 0 2 0 0 1 2 split_gain=1.58065 4.61181 2.18166 1.55376 4.34047 1.74336 1.8707 1.07023 0.32754 threshold=10.850000000000003 464.50000000000006 5.5000000000000009 478.50000000000006 8.9500000000000011 490.50000000000006 498.50000000000006 3.5000000000000004 11.450000000000001 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 -3 7 -7 -5 -4 right_child=2 3 8 5 -6 6 -8 -9 -10 leaf_value=-0.035322779764208709 -0.0059820413188336049 -0.0126779691785293 0.011875554947597428 -0.0017535046402920727 0.045568336070192846 0.016739307550829245 -0.00038705923317095003 -0.03439636427238587 0.034676799067035413 leaf_weight=8.3989825267344695 7.7208857927471426 5.3945267349481565 5.0467695239931327 5.089070772752164 5.5493860729038715 15.159482682123778 1169.7318080626428 5.0232153385877609 6.3857909496873617 leaf_count=261 111 108 86 135 98 247 7271 132 159 internal_value=-0.000197947 -0.000432075 0.0136828 -0.000155867 0.017781 -0.000339044 -0.000149798 -0.0200547 0.0267784 internal_weight=1233.5 1214.35 19.1534 1205.95 10.9439 1195 1184.89 10.1123 11.4326 internal_count=8608 8252 356 7991 206 7785 7518 267 245 is_linear=0 shrinkage=0.05 Tree=117 num_leaves=19 num_cat=0 split_feature=0 0 4 5 6 4 0 4 0 3 0 5 1 3 3 1 0 0 split_gain=1.83809 1.85734 3.64239 1.53761 2.9228 3.35834 1.97357 1.70339 1.82809 1.48916 3.5155 1.83809 1.76457 1.29605 1.12167 0.979367 5.67403 2.37966 threshold=554.50000000000011 558.50000000000011 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 613.50000000000011 2.5000000000000004 565.50000000000011 3.5000000000000004 542.50000000000011 5.5000000000000009 2.5000000000000004 5.5000000000000009 5.5000000000000009 3.5000000000000004 538.50000000000011 527.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 13 4 5 -3 -6 -5 -9 10 -1 15 -13 -2 -14 16 -11 -17 right_child=1 3 -4 7 6 -7 -8 8 -10 11 -12 12 14 -15 -16 17 -18 -19 leaf_value=0.0038914814716791094 -0.0079193986327087754 0.0034670685826807958 0.032052958850575977 -0.014431875247441495 0.0097741208933483995 -0.016008858296960329 0.0021936234780185106 -0.0097397550175345772 0.0011008927016772784 -0.01538429476036967 -0.043871709865884408 0.013052797859789947 -0.014573416682830926 0.016728703965829629 -0.0035339460150707958 0.011268181121962687 0.021720272846537551 -0.0016142776691465254 leaf_weight=7.8425373509526235 15.471000127494337 52.187810994684696 13.786915659904478 20.602044239640236 151.58033861219883 36.719704478979111 203.19200786203146 42.414368726313114 371.91069495677948 35.981748186051846 6.0144979655742645 8.7941261734813434 47.589771065860987 6.8868313431739798 48.150890545919538 54.434534125030041 13.247624203562735 99.453468456864357 leaf_count=71 112 248 109 100 765 201 864 304 1912 559 44 203 599 52 803 721 107 835 internal_value=0.000684509 0.00183042 0.0128002 0.00135941 0.00342902 -0.00460967 0.0054649 -0.000743401 -1.76022e-05 -0.00255587 -0.0180606 -0.00178506 -0.00714433 0 -0.00916694 0.000970083 -0.00506628 0.00295366 internal_weight=1236.26 914.752 36.1447 878.607 443.68 88.9075 354.772 434.927 414.325 321.509 13.857 307.652 104.535 22.3578 95.7407 203.117 49.2294 153.888 internal_count=8609 4667 273 4394 2078 449 1629 2316 2216 3942 115 3827 1605 164 1402 2222 666 1556 is_linear=0 shrinkage=0.05 Tree=118 num_leaves=14 num_cat=0 split_feature=6 0 4 4 5 0 0 0 3 6 5 5 2 split_gain=1.34668 2.39132 2.87357 1.97812 1.17267 0.997403 2.97753 2.89691 2.56399 1.72625 1.00001 0.88832 0.178152 threshold=3.5000000000000004 602.50000000000011 4.5000000000000009 1.5000000000000002 3.5000000000000004 587.50000000000011 589.50000000000011 566.50000000000011 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 5.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 -4 7 12 8 -5 -9 -8 -3 -7 right_child=1 11 4 5 -6 6 10 9 -10 -11 -12 -13 -14 leaf_value=-0.019619236912547383 -0.023765098459744411 0.0065632802353643291 -0.0058839694616241072 0.0080446542519866764 0.017255701018132376 0.012044552440745279 0.0027389167888573979 -0.0078021157037961343 -0.0010687523131593056 0.0065426856446552982 -0.001693933334020259 0.02360032429697061 0.025445194227009332 leaf_weight=11.807851590216158 9.8813253864645976 16.163370549678802 8.3209690377116221 100.83129266835749 12.076795902103184 10.179675564169886 312.36132913827896 178.82224780321121 315.71952424198389 22.594296686351299 211.96073635667562 18.199693754315376 10.399249285459517 leaf_count=56 56 69 49 843 85 51 1369 1042 3766 128 986 76 51 internal_value=0.000311222 0.00728154 -0.00280669 -7.39674e-05 0.00774871 0.000136887 0.00169855 -0.00123257 0.00113927 -0.00614388 0.000937576 0.0161402 0.0199134 internal_weight=1239.32 64.6422 30.2791 1174.68 20.3978 1162.87 544.901 617.967 416.551 201.417 524.322 34.3631 20.5789 internal_count=8627 335 190 8292 134 8236 2457 5779 4609 1170 2355 145 102 is_linear=0 shrinkage=0.05 Tree=119 num_leaves=15 num_cat=0 split_feature=2 2 0 2 2 6 0 0 0 6 6 0 2 6 split_gain=4.1474 5.42457 3.00199 2.39633 2.24089 2.33339 1.37894 1.35615 3.839 2.60238 2.49714 1.57941 4.44377 3.54728 threshold=3.3500000000000001 3.2500000000000004 554.50000000000011 3.4500000000000006 2.8500000000000001 1.0000000180025095e-35 574.50000000000011 555.50000000000011 565.50000000000011 3.5000000000000004 1.5000000000000002 532.50000000000011 4.3500000000000005 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -2 6 -6 -4 11 10 -10 -9 12 -5 -13 right_child=3 -3 4 7 5 -7 -8 8 9 -11 -12 13 -14 -15 leaf_value=-0.020483171334299603 -0.020912806838425144 0.034520493798060825 0.016292033240049904 -0.040574790046108526 -0.0053131246842803032 0.019254038045118157 0.0017571196818253498 -0.0056449308296655292 -0.0015745832317844101 0.013260808030419872 -0.025013219150394419 -0.0063279084558180328 0.00023199953237458345 0.010710057694851692 leaf_weight=11.010214012116192 14.071186553686855 14.360047217458485 16.785999298095703 5.9440836627036324 11.499917283654211 43.451153412461281 225.25917670875788 47.737678330391645 478.67133712768555 30.470206692814827 26.081661827862263 42.2392139993608 164.41145715676248 102.11694040521979 leaf_count=92 75 73 97 66 57 198 999 354 2444 144 187 394 2584 827 internal_value=0.000593264 0.00546134 0.00398302 -0.00112657 0.0049725 0.0140203 0.00284858 -0.000787926 -0.00221844 -0.000652686 -0.0127978 0.00184471 -0.00139114 0.00568104 internal_weight=1234.11 322.367 308.006 911.744 296.996 54.9511 242.045 897.673 582.961 509.142 73.8193 314.712 170.356 144.356 internal_count=8591 1516 1443 7075 1351 255 1096 7000 3129 2588 541 3871 2650 1221 is_linear=0 shrinkage=0.05 Tree=120 num_leaves=19 num_cat=0 split_feature=0 0 5 0 2 4 5 5 0 5 0 5 0 2 5 6 2 0 split_gain=2.46372 2.42658 10.6491 2.1245 1.92762 3.00799 2.92692 3.64812 4.37188 2.58392 2.47899 2.35359 2.26808 1.7691 1.56703 3.36467 1.47815 1.28428 threshold=588.50000000000011 591.50000000000011 2.5000000000000004 592.50000000000011 6.6500000000000012 2.5000000000000004 1.5000000000000002 6.5000000000000009 565.50000000000011 7.5000000000000009 563.50000000000011 5.5000000000000009 586.50000000000011 5.2500000000000009 5.5000000000000009 1.5000000000000002 4.9500000000000011 687.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 10 11 -9 12 -6 -8 -7 -11 17 -16 -4 -5 right_child=1 3 16 14 6 9 7 8 -10 13 -12 -13 -14 -15 15 -17 -18 -19 leaf_value=0.021351175068976228 0.050447804334754355 -0.019696913729127449 -0.020705500395458959 0.0020811016832340038 0.032736592496740997 -0.0043716264021469043 -0.0021638784171852453 0.0042378868954328465 0.046038605314772177 -0.0084141187702424704 -0.0023847699889284757 -0.016591035720577518 -0.023279801829545477 -0.042185140059761164 -0.029184317247984523 0.0066567785107979468 0.0052422811047956562 -0.010299545055084026 leaf_weight=9.0207311660051328 11.683132350444795 11.702995277941225 9.8139396011829394 505.54601348936558 11.004921747371556 316.71474440768361 180.95400710962713 49.112206285819411 6.2899344637989989 9.2977494224905985 7.9921305924653998 32.902843404561281 15.947471261024473 7.3477700650691977 11.881239831447603 12.356396868824957 10.036140635609625 20.756346248090267 leaf_count=55 56 61 50 2222 98 2334 1804 844 37 103 46 442 82 105 58 57 52 104 internal_value=-0.00103783 0.00128056 0.014563 0.000502206 -0.00317329 -0.00561689 -0.000109471 -0.00149198 0.00980438 -0.00638656 0.0183305 -0.00447372 -0.0053601 -0.0251508 0.000975584 -0.0111746 -0.00772436 0.00156474 internal_weight=1240.36 593.776 31.5332 562.243 646.585 358.328 288.256 269.259 55.4021 349.308 18.9971 213.857 332.662 16.6455 550.54 24.2376 19.8501 526.302 internal_count=8610 2660 158 2502 5950 2679 3271 3127 881 2624 144 2246 2416 208 2441 115 102 2326 is_linear=0 shrinkage=0.05 Tree=121 num_leaves=8 num_cat=0 split_feature=2 0 2 0 2 2 0 split_gain=2.39238 1.72571 1.72378 1.49771 4.1631 2.9782 1.40116 threshold=11.850000000000003 705.50000000000011 10.850000000000003 532.50000000000011 4.3500000000000005 9.8500000000000032 497.50000000000006 decision_type=2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -5 -4 right_child=-2 -3 6 5 -6 -7 -8 leaf_value=-0.035351057619750263 -0.026793361867192785 0.022862143536767174 -0.0022323301469436801 0.00075217904514499805 -0.0020083149049078728 0.02573547571593723 0.029034241133481482 leaf_weight=9.0514975860714895 6.9364743204787365 7.7609942257404319 5.0819844491779795 1043.2418620921671 147.55810683965683 11.085423953831194 8.5190009996294958 leaf_count=102 170 45 119 5788 2227 74 84 internal_value=0.000554934 0.000734529 0.000571666 0.000361239 -0.0041792 0.00104373 0.0176563 internal_weight=1239.24 1232.3 1224.54 1210.94 156.61 1054.33 13.601 internal_count=8609 8439 8394 8191 2329 5862 203 is_linear=0 shrinkage=0.05 Tree=122 num_leaves=8 num_cat=0 split_feature=0 0 0 0 1 2 0 split_gain=1.34177 1.51195 1.02662 1.91728 1.25798 0.890839 0.529477 threshold=708.50000000000011 691.50000000000011 666.50000000000011 662.50000000000011 6.5000000000000009 2.7500000000000004 675.50000000000011 decision_type=2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 -4 right_child=-2 -3 5 -5 -6 -7 -8 leaf_value=0.00032493974153934252 0.02065605479883036 -0.017603859922407098 -0.0042360638510490298 -0.021576111093877633 0.0082493422623545129 0.020154420294023947 0.0097045041815713995 leaf_weight=1124.1742052761838 7.4040862321853629 10.29791074991226 11.508091986179354 8.7442761808633787 51.541696839034557 11.171312257647513 13.425772204995154 leaf_count=8108 44 47 52 36 224 51 67 internal_value=0.000726904 0.000586294 0.000758142 0.000496689 0.000683299 0.00895605 0.00316227 internal_weight=1238.27 1230.86 1220.57 1184.46 1175.72 36.1052 24.9339 internal_count=8629 8585 8538 8368 8332 170 119 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=17 num_cat=0 split_feature=5 0 2 1 4 0 5 0 0 0 0 0 2 2 2 0 split_gain=2.45574 5.07721 3.29255 4.19946 3.28581 2.94002 2.89164 1.7615 1.78992 1.71268 1.54466 1.53506 1.42681 0.837734 0.68314 0.266685 threshold=6.5000000000000009 500.50000000000006 10.850000000000003 5.5000000000000009 3.5000000000000004 473.50000000000006 4.5000000000000009 512.50000000000011 633.50000000000011 614.50000000000011 638.50000000000011 509.50000000000006 7.8500000000000005 9.4500000000000011 7.6500000000000012 479.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 -2 -6 15 11 9 -9 -10 12 -3 14 -8 -1 right_child=2 7 -4 -5 5 -7 13 8 10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.018596820501009501 -0.031936551756097727 -0.012759603431582193 0.036208622793443265 0.034101141415329127 -0.02577540973785717 0.0063087352126610851 -0.0088755391970829697 -0.00072436399788614698 0.013485721363172843 -0.0067498369971529353 0.0015419405732337761 0.030931329468197034 0.017854889212485184 -0.018993447977519409 0.013389440852004442 -0.042829897047329119 leaf_weight=5.0977556342259041 6.134224545210599 6.4716449528932589 7.8244665320962659 9.4853192903101426 6.8296099845319977 77.370066605508327 5.9420252609998006 739.10712495073676 31.955543026328087 140.05839587748051 161.89314337819815 7.139718670397996 6.6708933152258396 6.6544109238311639 5.7151571791619062 9.233504453673957 leaf_count=130 52 96 158 63 190 886 126 4815 130 587 702 90 111 166 119 195 internal_value=-0.000345191 -0.00104088 0.00682824 0.00413932 0.000599581 0.00337565 -0.0201762 -0.00044707 -0.000733349 -0.00169653 0.00359561 0.0137861 0.0025899 -0.00606297 0.00184069 -0.0363114 internal_weight=1233.58 1125.94 107.644 99.8192 90.3339 84.1997 32.6429 1093.3 1073.01 879.166 193.849 20.2823 13.1425 18.3116 11.6572 14.3313 internal_count=8616 7267 1349 1191 1128 1076 736 6531 6234 5402 832 297 207 411 245 325 is_linear=0 shrinkage=0.05 Tree=124 num_leaves=15 num_cat=0 split_feature=0 1 0 0 0 0 3 0 0 0 0 0 0 0 split_gain=1.95832 1.08314 3.90432 4.05922 1.47399 1.23809 1.42519 1.18252 1.07814 0.70946 4.50745 1.32095 0.538281 0.333487 threshold=466.50000000000006 3.5000000000000004 543.50000000000011 558.50000000000011 567.50000000000011 533.50000000000011 6.5000000000000009 551.50000000000011 697.50000000000011 540.50000000000011 530.50000000000011 542.50000000000011 538.50000000000011 450.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 5 7 -5 6 -2 -4 9 10 -3 -11 -7 -1 right_child=1 8 3 4 -6 12 -8 -9 -10 11 -12 -13 -14 -15 leaf_value=-0.027677730494129377 0.004239117003399683 -0.0031671361403349235 0.015683447961208144 -0.012157865507967743 0.010308068795810652 -0.026792514876701274 -0.014559016085548502 0.044001140735614244 0.013928114067404712 -0.016408633163213279 0.01573568620387442 -0.00068982656642356229 -0.0039876301238776935 -0.0085585556924564887 leaf_weight=5.6074923435226065 44.17521159350872 97.796816585585475 9.0376173071563262 9.2066031545400602 24.080835595726967 5.9851547256112081 11.979339735582469 10.332379661500452 12.235956922173498 12.600442118942736 45.200903482735157 937.18102471530437 5.7070171795785427 7.1464916076511145 leaf_count=234 687 1302 74 59 127 58 234 70 67 113 411 4970 50 181 internal_value=2.79604e-05 0.000242355 0.00472534 0.0148257 0.00377527 -0.00314261 0 0.0324527 -0.000245833 -0.0004217 0.00284102 -0.00092066 -0.0172465 -0.0187293 internal_weight=1238.27 1225.52 120.504 52.6574 33.2874 67.8467 56.1546 19.37 1105.02 1092.78 142.998 949.781 11.6922 12.754 internal_count=8637 8222 1359 330 186 1029 921 144 6863 6796 1713 5083 108 415 is_linear=0 shrinkage=0.05 Tree=125 num_leaves=16 num_cat=0 split_feature=2 6 2 4 0 0 0 1 0 0 2 0 0 2 0 split_gain=2.12634 2.14289 0.969056 2.08044 3.55733 1.724 1.63815 4.88955 1.63283 1.8444 1.26607 0.916515 0.802294 0.815371 0.541414 threshold=1.2500000000000002 1.5000000000000002 1.9500000000000002 4.5000000000000009 622.50000000000011 643.50000000000011 651.50000000000011 6.5000000000000009 639.50000000000011 635.50000000000011 3.9500000000000006 671.50000000000011 628.50000000000011 0.35000000000000003 633.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 4 -2 8 10 -8 9 -4 -7 14 -1 -14 -3 right_child=2 11 5 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 leaf_value=0.022314773100537217 0.01838455894494943 0.00057509430352844506 -0.00085520585015957647 -0.023019652592904519 -0.013110188817250307 0.027262755525527035 -0.0074102705055195178 0.026467083275390824 -0.017425973953060142 0.014423530410265194 0.0043720449760372513 0.010483223229592137 0.016065962479877915 -0.0012047196376734708 -0.012259119750058306 leaf_weight=20.26857902854681 13.77823670208454 16.910752736032013 981.79305265843868 13.90722595900297 21.755856603384018 13.2657687664032 38.709827989339828 13.532653436064718 13.561516761779783 19.134488046169281 12.304738044738768 12.143706157803534 13.52591682970524 11.720127776265143 13.674023270606993 leaf_count=93 63 77 7506 70 93 55 161 60 56 78 50 63 67 52 56 internal_value=2.41187e-05 0.00746108 -0.00055232 -0.00733132 -0.000592384 -0.000234482 0.006883 0.00160354 -0.000791568 -0.000544031 0.0170148 -0.000498573 0.0148911 0.00811736 -0.00521106 internal_weight=1229.99 88.2431 1141.74 49.4413 35.5341 1092.3 77.813 52.2425 1014.49 1000.93 25.5705 42.7285 45.5146 25.246 30.5848 internal_count=8600 408 8192 226 156 7966 326 221 7640 7584 105 196 212 119 133 is_linear=0 shrinkage=0.05 Tree=126 num_leaves=16 num_cat=0 split_feature=2 2 6 4 4 5 4 6 2 6 5 2 2 2 2 split_gain=2.57182 2.23571 1.68595 1.54963 1.5387 1.87159 1.31543 2.3727 0.981995 0.96836 0.833964 3.04837 0.794013 0.57359 0.502403 threshold=2.6500000000000008 2.5500000000000003 1.5000000000000002 2.5000000000000004 7.5000000000000009 4.5000000000000009 4.5000000000000009 2.5000000000000004 2.3500000000000001 4.5000000000000009 8.5000000000000018 6.3500000000000005 5.9500000000000011 7.5500000000000007 1.4500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 9 -6 7 -4 -5 10 12 -12 -2 -7 -8 right_child=4 -3 6 8 5 13 14 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=-0.016147603078288681 0.0019894703261217508 -0.025064692475946761 -0.013185231471001375 0.0004172720622836265 -0.0038680608932973532 0.0085932465480809527 -0.0080765702362463349 0.0048911474698647081 0.014735917668337326 -0.012019675563449024 -0.034903068306877498 0.0023498807761201806 -0.00089647742528485954 0.033594512759591438 -0.022780516230891553 leaf_weight=11.333801776170729 540.15959358774126 12.711386568844317 37.267596669495106 77.370290324091911 8.5745535027235764 5.2407716512680036 12.752292752265932 33.262979492545128 13.364798516035078 14.734406895935534 6.6552874017506864 18.300576044246554 422.36242001038045 7.5170954000204802 17.59717646241188 leaf_count=54 3079 60 164 362 102 79 58 148 63 77 95 333 3753 148 87 internal_value=-0.000472755 -0.00542397 -0.00405242 0.000438725 0.000569859 0.0135552 -0.00860528 -0.00464112 0.00271848 0.000275241 0.000475729 -0.00835414 0.000718288 0.0250588 -0.0172164 internal_weight=1239.21 215.66 202.949 102.069 1023.54 21.3324 100.88 70.5306 90.7351 1002.21 987.478 24.9559 962.522 12.7579 30.3495 internal_count=8662 996 936 479 7666 329 457 312 425 7337 7260 428 6832 227 145 is_linear=0 shrinkage=0.05 Tree=127 num_leaves=22 num_cat=0 split_feature=4 2 6 5 1 3 2 3 2 3 1 2 2 2 2 6 5 2 5 5 6 split_gain=2.70153 2.35916 2.75105 2.81644 6.03446 4.26138 1.78899 1.69707 1.37141 1.20803 2.09497 2.11364 4.21053 1.93681 2.8928 1.49504 1.52151 1.30565 0.910405 0.582377 0.252848 threshold=4.5000000000000009 1.9500000000000002 2.5000000000000004 4.5000000000000009 4.5000000000000009 4.5000000000000009 10.850000000000003 4.5000000000000009 2.1500000000000008 3.5000000000000004 3.5000000000000004 0.75000000000000011 1.5500000000000003 1.2500000000000002 2.5500000000000003 1.0000000180025095e-35 3.5000000000000004 3.6500000000000008 6.5000000000000009 1.5000000000000002 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 7 6 5 -5 -4 8 20 -3 13 15 19 -13 -1 -15 -11 -17 -16 -8 -12 -2 right_child=1 2 3 4 -6 -7 18 -9 -10 10 11 12 -14 14 17 16 -18 -19 -20 -21 -22 leaf_value=0.020435468011307346 -0.013727931633676284 0.018013756789015102 0.016083905275314666 -0.0047474834322294096 0.042999009129367445 -0.010470899934838476 0.0019258851419745736 -0.0013976513524819384 -0.0034408781673374821 -0.029475684568619626 -0.019101201410444812 0.023717392332310627 0.0018475845477718873 -0.012643349910267682 0.019089160479405409 -0.018594797863194817 0.0084131569866462627 0.0040893075942146553 0.02658106700761681 -0.0031087527275201906 -0.027126272879815901 leaf_weight=21.328814662992954 13.689989745616915 6.5089605227112761 25.575053386390209 11.83941367454827 13.064303141087292 33.946012388914824 8.8193074120208603 19.596513800323009 517.26909892167896 7.5362174082547453 12.183926507830622 22.440052077174187 383.65479480288923 19.69797195494175 20.065928138792515 8.4005513489246386 10.551755180582402 53.45723345130682 6.4702751841396084 12.381246134638785 12.492617502808569 leaf_count=103 64 31 130 114 82 212 183 95 4430 82 56 96 2146 86 86 54 101 255 136 56 55 internal_value=2.95466e-05 -0.00212108 -0.00129745 0.00702736 0.0208 0.000933798 -0.00262107 -0.0129642 -0.00313092 0.00255527 0.00138376 0.00224295 0.00312364 0.00713485 0.00385404 -0.0119768 -0.00363941 0.00845138 0.0136577 -0.0116732 -0.0210674 internal_weight=1240.97 669.272 623.492 84.4248 24.9037 59.5211 539.068 45.7791 523.778 571.698 457.149 430.66 406.095 114.55 93.2211 26.4885 18.9523 73.5232 15.2896 24.5652 26.1826 internal_count=8653 5532 5318 538 196 342 4780 214 4461 3121 2591 2354 2242 530 427 237 155 341 319 112 119 is_linear=0 shrinkage=0.05 Tree=128 num_leaves=20 num_cat=0 split_feature=0 2 2 3 2 0 2 0 0 2 2 0 3 0 2 0 0 2 3 split_gain=1.80889 1.89312 2.59813 2.67477 2.10215 1.65477 1.59457 1.68633 2.61568 2.43099 2.42362 2.36307 1.78892 1.34753 1.1308 0.737686 0.673274 0.56853 0.0716208 threshold=590.50000000000011 1.2500000000000002 3.4500000000000006 5.5000000000000009 2.0500000000000003 588.50000000000011 6.4500000000000011 638.50000000000011 649.50000000000011 3.3500000000000001 6.1500000000000012 592.50000000000011 3.5000000000000004 576.50000000000011 8.1500000000000004 606.50000000000011 621.50000000000011 2.7500000000000004 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 13 7 10 9 -9 11 -2 -10 -4 15 18 -17 -5 -8 right_child=6 2 5 17 -6 -7 14 8 12 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 leaf_value=0.018680985459432885 0.020210340465963816 0.0014930667965876022 -0.0018213957414511758 0.011503068560822602 -0.024049510091702669 0.012610277696143847 0 -0.021966764377749661 -0.0060511045762840698 0.00045344734159026508 0.022042360492151122 0.0015280954783744272 0.0068510022045723097 -0.0085196621215757017 0.0066038148256607216 -0.023995465313227896 -0.0066477112054889494 -0.0048245414979239849 -0.0059676221968178039 leaf_weight=8.7189473807811719 16.969412446022034 9.5207649394869787 484.5188354710117 8.9285668507218379 38.536546926945448 16.687570869922638 11.478262647986414 27.021085903048515 44.408633820712566 20.443295285105705 15.8554200977087 320.04251250624657 64.325747720897198 88.978542976081371 11.10998849570751 12.816108316183092 12.903051763772963 10.167104493826626 10.473645389080046 leaf_count=47 87 57 5024 55 227 84 54 111 204 84 74 1430 281 518 51 58 54 66 54 internal_value=-0.0014053 -0.00317229 -0.00349768 -0.0127624 -0.01896 -0.00241526 0.000660439 0.00157284 -0.00272289 -0.0123969 0.00349081 0.0025406 0.00152891 -0.00288236 -0.00705175 -0.0104073 -0.0160539 0.00275347 -0.00316251 internal_weight=1233.9 666.057 657.338 67.153 48.0573 590.185 567.847 509.066 156.199 47.4644 352.867 337.012 108.734 573.497 58.7811 47.6711 25.7192 19.0957 21.9519 internal_count=8620 6078 6031 405 284 5626 2542 2271 680 195 1591 1517 485 5542 271 220 112 121 108 is_linear=0 shrinkage=0.05 Tree=129 num_leaves=9 num_cat=0 split_feature=0 0 2 0 0 0 0 0 split_gain=1.08742 2.64914 0.98159 2.59401 4.98804 4.82072 2.06431 2.88045 threshold=699.50000000000011 687.50000000000011 7.3500000000000005 585.50000000000011 574.50000000000011 606.50000000000011 495.50000000000006 522.50000000000011 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 6 4 -4 -5 -1 -8 right_child=-2 -3 3 5 -6 -7 7 -9 leaf_value=-0.021456520796698103 0.015802282143235827 -0.024412270182591414 -0.002134598183802626 0.025116195180267267 -0.030181363229315347 -0.013340123830118192 0.014662944246928942 0.00079917941036822086 leaf_weight=8.9910986786708218 10.276816159486769 9.8349187672138196 193.72570894658566 20.204870283603668 16.354664906859398 12.243544489145277 38.126981697976589 928.55572080612183 leaf_count=240 59 44 2512 100 107 54 462 5110 internal_value=0.000340822 0.000194612 0.000417232 -0.00241669 -0.00447436 0.0104912 0.00112855 0.00136574 internal_weight=1238.31 1228.04 1218.2 242.529 210.08 32.4484 975.674 966.683 internal_count=8688 8629 8585 2773 2619 154 5812 5572 is_linear=0 shrinkage=0.05 Tree=130 num_leaves=13 num_cat=0 split_feature=0 0 0 1 3 2 5 0 0 2 4 2 split_gain=1.42536 6.74321 3.96313 2.94197 2.84527 1.85326 1.45506 1.80231 1.91133 1.29372 1.15524 0.309586 threshold=540.50000000000011 539.50000000000011 542.50000000000011 5.5000000000000009 3.5000000000000004 8.5500000000000025 7.5000000000000009 579.50000000000011 563.50000000000011 9.9500000000000011 6.5000000000000009 7.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 -1 -6 9 8 -8 10 -4 -2 right_child=2 -3 6 -5 5 -7 7 -9 -10 -11 -12 -13 leaf_value=0.033793634527918205 -0.031211721580468334 0.048495596940015415 -0.00057953831850975155 -0.030635819732846344 -0.00098543004166030219 0.0090415374115929859 0.0054007477170947907 -0.0069591330456183808 0.04355811562707107 0.017391476341983084 0.0071131404784510665 -0.011328951389594569 leaf_weight=6.5585856586694709 8.9877289272844774 7.3357603177428237 919.36467856168747 5.4473929256200782 132.7548866905272 68.877579118125141 7.974416237324478 6.5562570318579665 5.5278139263391495 9.6047814115881902 50.505608387291431 5.7608816996216765 leaf_count=57 83 55 4828 65 1756 1198 91 36 34 61 323 53 internal_value=0.000704919 0.00433453 -8.44024e-05 0.00257599 0.00361118 0.00244282 0.000302474 0.0133069 0.0232935 1.77596e-05 -0.000166881 -0.0249754 internal_weight=1235.26 220.974 1014.28 213.638 208.191 201.632 999.534 20.0585 13.5022 979.475 969.87 14.7486 internal_count=8640 3131 5509 3076 3011 2954 5373 161 125 5212 5151 136 is_linear=0 shrinkage=0.05 Tree=131 num_leaves=17 num_cat=0 split_feature=4 0 6 0 0 0 0 0 0 0 5 3 5 0 1 4 split_gain=2.11572 2.51736 2.38803 4.30449 2.65374 2.25461 2.08505 3.09039 1.9047 3.02934 1.77045 1.45948 2.50797 2.08199 0.955869 0.00475813 threshold=4.5000000000000009 515.50000000000011 2.5000000000000004 651.50000000000011 647.50000000000011 671.50000000000011 628.50000000000011 571.50000000000011 455.50000000000006 478.50000000000006 5.5000000000000009 3.5000000000000004 3.5000000000000004 656.50000000000011 5.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 -5 7 -4 -2 10 -10 12 -11 -13 -8 -12 right_child=8 2 6 5 -6 -7 14 -9 9 11 15 13 -14 -15 -16 -17 leaf_value=-0.02525321429917983 -0.022704583726355712 0.0018779462657029485 0.0084630486664154566 -0.021742279215955354 0.027223207287874425 -0.00077500052579876615 -0.0099840343830276609 -0.018277470891792501 0.04117084757988429 0.0025264791293819642 0.0042052685567758943 0.0029410664300196683 -0.016279259823725769 0.025659021172408411 0.0050827561777880247 0.011068151012167231 leaf_weight=9.8138235611841065 6.2058768002316347 384.91732032969594 12.584201417863367 28.657986700534821 9.6648057997226697 23.619352169334888 13.955801054835318 53.11934045702219 6.9287431575357941 50.267314802855253 5.9552200790494663 554.1151017844677 25.943130560219288 9.3621212393045408 34.285751819610596 5.1975414119660854 leaf_count=183 261 2098 90 118 41 120 58 250 136 248 120 4433 166 40 149 101 internal_value=0.000885396 -0.00134024 -0.000868667 0.000772899 0.00257864 -0.0125553 -0.00730063 -0.0130308 0.00280476 0.00308712 0.0227591 0.00248861 -0.00393844 0.00337217 0.000508303 0.00846259 internal_weight=1234.59 570.618 560.805 446.859 394.582 52.2773 113.945 65.7035 663.975 657.769 18.0815 639.688 76.2104 563.477 48.2416 11.1528 internal_count=8612 3107 2924 2377 2139 238 547 340 5505 5244 357 4887 414 4473 207 221 is_linear=0 shrinkage=0.05 Tree=132 num_leaves=17 num_cat=0 split_feature=0 5 2 2 6 2 2 2 6 5 0 5 5 0 0 3 split_gain=1.59222 2.50761 2.35418 1.72823 1.076 2.80909 5.37922 5.82453 1.58644 3.40948 3.42645 2.72083 1.97325 4.15963 3.61645 1.35824 threshold=667.50000000000011 1.0000000180025095e-35 1.9500000000000002 1.3500000000000003 1.0000000180025095e-35 1.8500000000000003 3.5500000000000003 3.8500000000000001 2.5000000000000004 4.5000000000000009 567.50000000000011 5.5000000000000009 2.5000000000000004 652.50000000000011 538.50000000000011 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 15 -8 12 10 -10 -11 14 -14 -6 -7 right_child=1 2 -4 -5 8 6 7 -9 9 11 -12 -13 13 -15 -16 -17 leaf_value=0.014519040285890595 0.015398069737680577 -0.03363554967846321 -0.0030137505749066192 -0.0099631937187885811 -0.018193792193576679 -0.010652708609973933 0.031554056651724463 -0.0029668025320025541 -0.024130113162579663 0.022906494491755577 -0.0034773103719346748 -0.0025814920414505647 0.00029282602347792646 -0.037502924535413928 0.0065471082370817477 -0.029596624270276595 leaf_weight=20.839376628398895 11.714206397533419 13.42893620580435 12.180014759302138 13.130902141332625 14.633083548396824 22.335254427045584 11.86639369651675 238.41421321686357 23.24600731022656 18.544585153460503 125.74362960457802 21.507285509258509 407.39434957690537 6.4091171622276297 253.85263247787952 20.277592875063419 leaf_count=97 63 69 55 60 154 106 73 2297 189 126 580 167 3236 26 1207 122 internal_value=-0.000619444 -0.00923272 -0.0199199 0.00193403 -0.000241043 -0.00275011 -0.00404104 -0.00119113 0.000658761 -0.00337395 -0.00687238 0.00936853 0.00178672 -0.000369513 0.00511761 -0.0202539 internal_weight=1235.52 50.4541 25.609 24.8451 1185.06 313.733 292.893 250.281 871.331 189.042 148.99 40.0519 682.289 413.803 268.486 42.6128 internal_count=8627 247 124 123 8380 2695 2598 2370 5685 1062 769 293 4623 3262 1361 228 is_linear=0 shrinkage=0.05 Tree=133 num_leaves=11 num_cat=0 split_feature=0 0 3 0 5 6 0 0 0 5 split_gain=1.56154 1.11304 1.10001 2.28698 2.85057 2.16667 1.39162 4.79964 1.38388 0.846003 threshold=472.50000000000006 478.50000000000006 5.5000000000000009 594.50000000000011 1.5000000000000002 1.5000000000000002 540.50000000000011 538.50000000000011 544.50000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=9 -2 6 4 -4 -5 7 -3 -8 -1 right_child=1 2 3 5 -6 -7 8 -9 -10 -11 leaf_value=0.0012036768827428726 0.017789758997118137 0.0029904039602712679 0.018121104660216818 -0.02130978518055868 -0.0020589356912290792 -0.00025794635557348119 -0.012950802727654295 0.040503435308920546 0.0006701114822126596 -0.021170490112365815 leaf_weight=5.477298183366659 8.0809565242379886 92.741068847477436 18.045074798166752 27.396334126591682 213.2192575763911 22.357990011572838 18.061812467873096 8.4720635861158353 819.62045120075345 12.126834263093768 leaf_count=153 140 1097 124 136 2149 100 157 63 4220 355 internal_value=0.000121425 0.000342942 0.000208799 -0.00252498 -0.000391562 -0.0121398 0.00103417 0.0065449 0.000355369 -0.0142498 internal_weight=1245.6 1228 1219.91 281.019 231.264 49.7543 938.895 101.213 837.682 17.6041 internal_count=8694 8186 8046 2509 2273 236 5537 1160 4377 508 is_linear=0 shrinkage=0.05 Tree=134 num_leaves=14 num_cat=0 split_feature=0 0 5 5 3 0 6 3 5 5 2 0 2 split_gain=1.38773 1.77125 2.05719 3.57151 2.03848 1.87376 4.07644 1.83001 1.25327 1.92654 5.83987 1.04662 1.04282 threshold=658.50000000000011 638.50000000000011 2.5000000000000004 1.5000000000000002 3.5000000000000004 631.50000000000011 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.9500000000000002 613.50000000000011 1.4500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 7 -7 -1 12 10 -10 -9 -2 right_child=8 2 -4 -5 -6 6 -8 11 9 -11 -12 -13 -14 leaf_value=-0.016682598537176317 0.02433924335521493 0.0097287310640325857 0.0066948685872220059 -0.028288367069130051 -0.011491606217352601 -0.0054957492966802683 0.025530400541914029 0.00078905639416262637 -0.031629966231866646 0.012927479579970133 0.014908731442357829 -0.0038943078140363518 0.0052549653917718219 leaf_weight=15.399731636047362 13.551512040197851 17.37725006043911 19.549485862255096 20.319697469472885 28.130580574274063 19.427974954247475 21.007436320185661 881.45899135898799 12.068868666887285 18.804790042340755 12.88668781518936 136.84667056798935 17.187578752636909 leaf_count=76 71 71 80 84 115 80 85 7116 56 89 55 578 76 internal_value=0.000176872 -0.000246441 -0.00713724 -0.0113586 -0.00324612 0.000302745 0.0107298 -0.000110271 0.00674759 0.00111016 -0.00775691 0.000151566 0.0143277 internal_weight=1234.02 1159.52 85.377 65.8275 45.5078 1074.14 40.4354 1033.71 74.4994 43.7603 24.9556 1018.31 30.7391 internal_count=8632 8285 350 270 186 7935 165 7770 347 200 111 7694 147 is_linear=0 shrinkage=0.05 Tree=135 num_leaves=8 num_cat=0 split_feature=2 2 2 5 2 5 5 split_gain=2.1722 0.951329 2.10006 1.11391 0.935087 2.92667 1.1531 threshold=11.850000000000003 10.850000000000003 10.450000000000001 4.5000000000000009 8.9500000000000011 3.5000000000000004 7.5000000000000009 decision_type=2 2 2 2 2 2 2 left_child=1 2 4 -3 6 -6 -1 right_child=-2 3 -4 -5 5 -7 -8 leaf_value=-0.00087249068273989702 -0.027011534138830284 0.027561154835691812 -0.024520148751410231 0 -0.0088225987037240852 0.012430512275620626 -0.0096919521872999865 leaf_weight=1113.5323054678738 7.0083105750381938 5.3325941637158385 8.447780564427374 8.9964303467422706 24.174325417727232 43.998029517009854 37.516047580167651 leaf_count=6909 179 73 122 138 208 587 508 internal_value=-0.00103218 -0.000859953 -0.00101747 0.0114952 -0.000830562 0.00480316 -0.00117245 internal_weight=1249.01 1242 1227.67 14.329 1219.22 68.1724 1151.05 internal_count=8724 8545 8334 211 8212 795 7417 is_linear=0 shrinkage=0.05 Tree=136 num_leaves=17 num_cat=0 split_feature=0 6 0 0 0 4 5 0 2 0 0 3 2 2 2 0 split_gain=2.18085 3.1881 2.8691 4.14904 2.95149 2.33287 2.20732 1.80895 3.53981 2.21811 1.42241 2.81239 2.21316 1.35124 1.57344 1.0842 threshold=522.50000000000011 1.0000000180025095e-35 474.50000000000006 481.50000000000006 520.50000000000011 7.5000000000000009 8.5000000000000018 496.50000000000006 6.3500000000000005 474.50000000000006 530.50000000000011 4.5000000000000009 8.5500000000000025 2.8500000000000001 2.9500000000000006 610.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 -4 -5 10 7 9 -9 -1 11 -2 -13 15 -15 -12 right_child=5 2 3 4 -6 -7 -8 8 -10 -11 13 12 -14 14 -16 -17 leaf_value=0.024151860579082501 0.012416951876927936 -0.02449646262265176 0.041747313002047315 -0.0051964921324382796 0.026805187896939989 -0.023964689398633676 -0.0089763808573729061 0 0.038807501187188488 -0.010755719272194529 -0.0087748468567201525 -0.026815087041986485 0.0040714078564229794 0.016240313360572363 0 -0.0016004501293328177 leaf_weight=7.4633866576477912 8.9392696507275087 9.9873193390667421 5.2845492456108323 53.015131175518036 7.3034024536609641 10.204653985798357 7.1455994602292767 8.1554979495704192 18.733059108257294 8.7490589283406717 77.714317254722118 19.995060935616497 7.3195301555097094 14.190375562757252 811.16271455585957 168.10042078793049 leaf_count=217 77 269 98 822 66 84 166 98 250 218 403 223 79 68 4805 724 internal_value=-0.000535032 0.005672 -0.000782113 0.00306665 -0.000866213 -0.00124282 0.0153049 0.019556 0.027355 0.00549302 -0.0010075 -0.0106216 -0.0185103 -0.000667838 0.000296857 -0.00391526 internal_weight=1243.46 125.837 75.5904 65.6031 60.3185 1117.63 50.2466 43.101 26.8886 16.2124 1107.42 36.2539 27.3146 1071.17 825.353 245.815 internal_count=8667 2204 1255 986 888 6463 949 783 348 435 6379 379 302 6000 4873 1127 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=17 num_cat=0 split_feature=1 3 6 6 4 4 2 3 2 5 2 5 5 2 2 6 split_gain=1.25482 3.1277 1.7658 1.64521 2.71938 4.51897 3.22077 2.43575 2.37639 2.15027 2.94863 2.13098 2.05629 2.92304 2.92302 1.34238 threshold=2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 10.850000000000003 4.5000000000000009 2.1500000000000008 1.5000000000000002 1.5500000000000003 1.5000000000000002 1.5000000000000002 5.3500000000000005 2.6500000000000008 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -2 8 9 -6 10 -5 -7 14 -14 -9 -11 right_child=3 2 -4 7 6 11 -8 12 -10 15 -12 -13 13 -15 -16 -17 leaf_value=0.0084182391149564273 -0.023717300040182243 -0.004815128795275416 -0.045325171750303039 -0.0091707754382033269 0.014945001686487134 -0.0064456972275944852 0.027391992190305227 0.011663710670722168 -0.009292377705656522 -0.0074049359792580319 0.0077835039790395593 0.0095122661427381548 0.010232861369042773 0.0014972267524737265 -0.009056735206308909 -0.00056618385834530883 leaf_weight=9.6431151609867829 13.37626964971423 5.2993435608223063 5.9882097179070115 32.464480966329575 9.7136433236300928 25.850768938660622 5.6899727322161189 22.578666657209396 170.77797888871282 133.95385941676795 107.26792216300964 91.804510455578566 173.53392891027033 216.59416971541941 59.540639489889145 157.31051142513752 leaf_count=123 67 126 126 146 49 128 105 99 1662 767 481 608 1023 2046 311 823 internal_value=0.000107648 -0.0117405 -0.0286529 0.000324382 -0.00276266 0.0027171 -0.00663986 0.00141592 -0.00788527 -0.00129202 0.00377176 0.00593913 0.00389539 0.00541196 -0.00322772 -0.00374304 internal_weight=1241.39 20.9307 11.2876 1220.46 317.213 131.032 186.182 903.244 180.492 430.997 139.732 117.655 472.247 390.128 82.1193 291.264 internal_count=8690 375 252 8315 2619 803 1816 5696 1711 2217 627 736 3479 3069 410 1590 is_linear=0 shrinkage=0.05 Tree=138 num_leaves=10 num_cat=0 split_feature=2 0 2 1 5 0 1 6 5 split_gain=2.36611 1.77237 2.6378 2.46683 5.54507 2.01221 2.95144 1.98347 0.475445 threshold=11.050000000000002 466.50000000000006 9.8500000000000032 4.5000000000000009 5.5000000000000009 610.50000000000011 4.5000000000000009 4.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 -1 5 4 -4 7 -7 -3 -2 right_child=8 2 3 -5 -6 6 -8 -9 -10 leaf_value=-0.021431181042166902 -0.0057030700266158078 -0.0017731626314329654 0.046020404303341124 -0.004130413288545862 -0.0071783065681995844 0.015791648966453659 0.00085371116539925294 -0.021927113814196021 -0.02561787808123402 leaf_weight=9.0254543963819724 6.0934816645458367 794.44182222336531 11.055876212194567 10.930400930345057 7.6062854174524537 35.853972673416138 333.5100459381938 11.462401449680327 10.0966225489974 leaf_count=288 100 6023 135 94 122 152 1422 66 221 internal_value=-0.00075298 -0.000487494 -0.000308818 0.0141786 0.0248212 -0.000689598 0.00235595 -0.00209283 -0.0191812 internal_weight=1230.08 1213.89 1204.86 29.5926 18.6622 1175.27 369.364 805.904 16.1901 internal_count=8623 8302 8014 351 257 7663 1574 6089 321 is_linear=0 shrinkage=0.05 Tree=139 num_leaves=15 num_cat=0 split_feature=0 0 2 2 2 0 3 0 2 0 0 2 2 2 split_gain=1.72653 3.97367 2.59089 2.32999 2.31783 1.58545 1.45401 1.1725 1.24831 1.14024 0.833069 0.781999 1.44694 0.655212 threshold=576.50000000000011 575.50000000000011 1.5500000000000003 2.3500000000000001 9.3500000000000032 581.50000000000011 4.5000000000000009 583.50000000000011 7.8500000000000005 624.50000000000011 579.50000000000011 6.4500000000000011 4.5500000000000007 5.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 -5 6 10 13 9 -9 -2 12 -8 -7 right_child=5 -3 3 4 -6 7 11 8 -10 -11 -12 -13 -14 -15 leaf_value=0.031635145525730823 0.007266673261904711 0.030051307088243648 -0.022955464778857636 0.0019972773758309072 -0.0080799311305735245 0.018030796237166576 -0.0088644564590834134 -0.0044758671945162214 0.0096994882873591912 -5.7006730035145687e-05 -0.012405329786612861 -0.0053243754793833257 -0.039148145248495934 0 leaf_weight=5.6402353644371024 11.732369899749758 10.726642161607741 9.6397854685783368 439.2735797483474 64.474631275981665 10.226124972105028 9.106056630611425 356.80718564987183 20.002497509121895 250.55897586047649 8.2573572024703008 8.9548421725630742 8.2986404150724393 8.5410365089774114 leaf_count=32 71 63 67 4180 1002 55 53 1697 94 1063 53 59 53 50 internal_value=-0.000881348 0.00125961 0.000598317 0.000186779 0.000684139 -0.00252586 -0.011382 -0.00186624 -0.00224729 -0.00266425 -0.000825099 -0.0188824 -0.0249181 0.0100881 internal_weight=1222.24 529.755 519.028 513.388 503.748 692.485 46.3493 646.136 627.369 607.366 19.9897 26.3595 17.4047 18.7672 internal_count=8592 5344 5281 5249 5182 3248 289 2959 2854 2760 124 165 106 105 is_linear=0 shrinkage=0.05 Tree=140 num_leaves=20 num_cat=0 split_feature=6 3 1 2 5 1 1 6 2 3 2 6 2 4 2 4 2 2 6 split_gain=2.29635 1.43758 2.49518 1.59028 1.05665 2.70862 2.36471 2.12367 1.80912 1.73512 2.95181 2.04084 1.80299 1.99366 1.54464 1.02263 0.970368 0.584828 0.557444 threshold=3.5000000000000004 5.5000000000000009 5.5000000000000009 2.8500000000000001 1.5000000000000002 4.5000000000000009 5.5000000000000009 1.5000000000000002 4.4500000000000011 6.5000000000000009 9.6500000000000004 1.5000000000000002 3.3500000000000001 5.5000000000000009 3.4500000000000006 5.5000000000000009 4.4500000000000011 10.65 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 16 -4 5 15 8 -8 -7 12 11 -11 13 -6 -14 18 -2 -12 -1 right_child=1 -3 3 -5 9 6 7 -9 -10 10 17 -13 14 -15 -16 -17 -18 -19 -20 leaf_value=-0.012933030974343377 -0.01376942985795658 0.024005151030103141 0.001492898710942564 0.027184806306972311 0.0020997054666968547 0.010443498163363533 -0.012746097869106025 0.00045062755455602143 -0.0036528660121890144 -0.0065728760804615984 0.025335983637976092 -0.028246762454781096 -0.020618583353840057 0.015780260684046379 -0.00066411507491707337 -0.0012611548878754516 0.0035573602427771134 0.0014815027295315237 -0.028099088366064763 leaf_weight=21.854286316782236 14.585941024124624 11.175271045416592 11.300850614905359 13.416165351867674 143.60993698611856 52.212908059358597 60.15593908727169 59.25201903283596 38.395911743864417 41.672889401204884 5.2719466825947148 14.673744685947893 8.8696927726268751 32.195331361144781 660.52603210695088 11.254688531160353 15.425319690257309 5.3869835380464792 12.342608012259005 leaf_count=124 69 67 50 61 681 235 277 261 206 524 118 142 50 174 5202 86 94 141 63 internal_value=-0.000684707 0.00831578 0.00464909 0.0161475 -0.00120365 -0.00404133 -0.00159005 -0.0062068 0.00444085 -0.000399917 -0.00808534 -0.0126985 0.000212291 0.0047084 -0.000966337 -0.0149822 -0.00487496 0.01487 -0.0191918 internal_weight=1233.58 65.9035 54.7283 24.717 1167.67 255.468 210.017 119.408 90.6088 912.207 67.0056 56.3466 845.201 175.805 669.396 45.4516 30.0113 10.6589 34.1969 internal_count=8625 341 274 111 8284 1252 979 538 441 7032 925 666 6107 855 5252 273 163 259 187 is_linear=0 shrinkage=0.05 Tree=141 num_leaves=19 num_cat=0 split_feature=5 2 2 2 2 3 3 1 3 5 2 4 2 2 2 2 2 5 split_gain=1.52458 2.2803 3.11793 1.81771 2.12091 3.31348 2.00036 1.81439 1.58325 1.50663 1.40674 1.15965 1.11755 4.54601 4.20285 3.44055 1.71666 1.56187 threshold=2.5000000000000004 10.850000000000003 11.450000000000001 6.0500000000000007 5.0500000000000007 4.5000000000000009 3.5000000000000004 4.5000000000000009 2.5000000000000004 5.5000000000000009 2.8500000000000001 5.5000000000000009 6.5500000000000007 5.9500000000000011 6.1500000000000012 6.7500000000000009 9.6500000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 3 -3 4 11 -6 7 -5 10 -8 -1 -2 13 17 -15 -14 -17 -10 right_child=1 2 -4 6 5 -7 9 -9 12 -11 -12 -13 15 14 -16 16 -18 -19 leaf_value=0.0025468150243918883 -0.0044156557751223865 0.033424772792982067 -0.0060751117594065986 -0.0064507252142114967 -0.005712233536878851 0.012077708200381645 -0.0039453637543636908 0.022003063801126013 -1.8893155308650272e-05 -0.011654590325255806 -0.020548570134395788 0.0031030946549758394 0.037731951927470225 -0.038313098686315328 -0.003360695383394713 0.0064037820980465537 -0.017696059902154802 0.0066082308957576448 leaf_weight=10.767122007906439 215.63004502467811 9.4313129112124461 8.7469939468428475 9.2727795727551001 40.367722598835826 69.689301100559533 197.64242526609451 11.276610754430292 212.45013215951622 96.008591368794441 14.048557907342909 65.599553197622299 7.425280410796403 12.102526817470787 26.7621795758605 67.628814832307398 7.2297525955364099 150.0533488355577 leaf_count=51 1183 133 215 74 244 574 1776 60 983 1292 63 442 48 69 155 463 73 742 internal_value=-0.000674772 -0.00215057 0.0148319 -0.00261561 -0.000324855 0.00551485 -0.00544243 0.00922793 0.00141591 -0.00651385 -0.0106237 -0.00263934 0.00206461 0.000954012 -0.0150584 0.00734539 0.00380774 0.00272119 internal_weight=1232.13 723.665 18.1783 705.487 391.287 110.057 314.2 20.5494 508.468 293.651 24.8157 281.23 483.652 401.368 38.8647 82.2838 74.8586 362.503 internal_count=8640 5993 348 5645 2443 818 3202 134 2647 3068 114 1625 2533 1949 224 584 536 1725 is_linear=0 shrinkage=0.05 Tree=142 num_leaves=15 num_cat=0 split_feature=0 0 0 4 0 0 4 3 4 6 4 1 1 3 split_gain=1.66454 1.71195 2.04625 1.65983 2.65292 2.92244 1.39322 5.30728 1.7892 1.33485 3.03255 2.27956 1.31275 1.01368 threshold=691.50000000000011 563.50000000000011 566.50000000000011 4.5000000000000009 523.50000000000011 547.50000000000011 6.5000000000000009 4.5000000000000009 5.5000000000000009 2.5000000000000004 5.5000000000000009 5.5000000000000009 4.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 12 4 13 -6 8 -8 -4 11 -11 -5 -3 -1 right_child=-2 2 6 9 5 -7 7 -9 -10 10 -12 -13 -14 -15 leaf_value=-0.0098947407085738306 -0.014783932744343071 0.0019001762198305662 0.0020792243111371522 0.0020617901899285642 0.0067179675505736752 -0.012417453184883487 0.031559129726844402 -0.0074085588218449393 -0.0050057527431277135 -0.027847431343583685 0.004432144977897479 -0.01847570244405889 0.022009526802711347 -0.037039406749011732 leaf_weight=8.0123513694852608 16.32109922170639 14.619141250848768 662.74630087614059 262.33566815406084 35.929387860000134 42.108811594545841 15.830053575336931 17.218082569539547 101.66143664717674 12.320764062926175 15.04834323376417 13.21826860308647 19.755962729454041 8.3498911401256901 leaf_count=108 85 95 3152 3284 317 312 81 100 533 109 151 123 116 153 internal_value=0.000594087 0.000814198 0.0021059 -0.00187604 -0.00762785 -0.00357057 0.00157473 0.0114888 0.00112513 -4.794e-05 -0.0103923 0.000995286 0.0138942 -0.0253705 internal_weight=1245.48 1229.15 831.831 397.323 94.4004 78.0382 797.456 33.0481 764.408 302.923 27.3691 275.554 34.3751 16.3622 internal_count=8719 8634 4077 4557 890 629 3866 181 3685 3667 260 3407 211 261 is_linear=0 shrinkage=0.05 Tree=143 num_leaves=22 num_cat=0 split_feature=0 0 4 6 0 0 0 0 5 5 0 6 1 0 0 0 0 0 1 3 1 split_gain=1.30564 2.41459 2.65162 2.38511 4.91943 7.17359 5.81998 2.32935 2.60876 2.05339 4.18502 2.14175 2.01666 1.86361 2.17808 5.95676 2.7092 1.83089 7.75143 3.52797 0.593081 threshold=563.50000000000011 567.50000000000011 4.5000000000000009 1.5000000000000002 556.50000000000011 554.50000000000011 551.50000000000011 570.50000000000011 3.5000000000000004 5.5000000000000009 580.50000000000011 3.5000000000000004 4.5000000000000009 551.50000000000011 527.50000000000011 524.50000000000011 532.50000000000011 554.50000000000011 4.5000000000000009 5.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 13 5 6 -5 8 -3 11 -11 -9 -4 14 15 -1 -16 18 -15 -19 -6 right_child=1 7 12 4 20 -7 -8 9 -10 10 -12 -13 -14 17 16 -17 -18 19 -20 -21 -22 leaf_value=-0.0015920929616391726 0.026464997843235638 0.0018639247782463765 -0.014312465294200015 -0.0031924847397463603 -0.039999416064758014 0.044298824322691006 -0.046038750380806077 -0.00087260354761295564 -0.027525098910859622 0.031833580852530109 0.00095923687722534534 0.0098904225764623252 0.013785571249997228 0.051613536317941411 -0.024732933680336477 0.035711567555366114 -0.0037812388403510367 0.010754073521599621 -0.014988587496132627 -0.018982636129425592 -0.018626403867118193 leaf_weight=105.4744278639555 17.595219537615776 13.602500386536123 10.593739442527296 77.800117839127779 9.7857200428843516 6.1760945096611968 7.9023528546094886 663.9702800437808 14.880878850817679 14.605859406292437 38.43428397923708 48.661837041378021 13.157021857798098 8.4718316346406919 18.377765547484159 10.882407601922749 82.95430875942111 32.871178794652224 7.2893450558185569 13.101265572011469 11.40273557603359 leaf_count=1885 102 82 67 849 75 44 64 3175 92 86 194 220 78 67 200 109 737 246 59 106 84 internal_value=-0.000435057 0.000677803 0.0123117 -0.00281244 -0.00890678 -0.00369869 -0.0076863 5.11014e-05 -0.0137333 0.000587654 0.00998549 -0.000117818 0.000978864 -0.000305592 -0.0025008 0.00212874 -0.0078345 0.00727207 0.0214561 0.00194952 -0.0300805 internal_weight=1227.99 835.502 41.346 392.49 113.067 91.8786 85.7025 794.156 28.4834 765.672 53.0401 712.632 23.7508 279.423 217.689 116.357 101.332 61.7336 15.7612 45.9724 21.1885 internal_count=8621 4096 247 4525 1116 957 913 3849 174 3675 280 3395 145 3409 2931 1994 937 478 126 352 159 is_linear=0 shrinkage=0.05 Tree=144 num_leaves=15 num_cat=0 split_feature=4 0 5 2 2 2 2 2 2 0 2 6 2 0 split_gain=2.19085 3.29831 2.68382 4.06891 3.64446 3.64759 2.10049 1.55491 2.26809 7.78067 1.52014 2.72522 1.72166 1.39101 threshold=5.5000000000000009 623.50000000000011 5.5000000000000009 3.9500000000000006 2.3500000000000001 3.4500000000000006 4.8500000000000005 10.550000000000002 9.8500000000000032 535.50000000000011 0.35000000000000003 1.5000000000000002 0.65000000000000002 536.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 4 -4 -2 -6 -5 8 10 -10 11 -1 -12 -9 right_child=1 -3 3 6 5 -7 -8 13 9 -11 12 -13 -14 -15 leaf_value=0.021945219857388194 -0.01971885568406009 -0.015664552068952117 0.028371390786083986 -0.032313550045895686 0.030215186510618275 0.0062553118707759968 -0.0045762105516273417 -0.033343224945380556 -0.021473603745345366 0.057374987276497626 -0.021742274740419024 -0.003954120510843242 -0.0025729309092465133 0 leaf_weight=16.535633496940136 11.196142628788946 22.222013682126999 7.7555713690817347 6.8101936131715766 16.673835515975952 186.52865342237055 66.250927449204028 6.6002740971744043 5.2087329439818841 5.423405297100544 10.982097536325453 22.962765663862228 834.75707431603223 5.0367452949285507 leaf_count=80 61 93 58 63 94 1734 1031 121 76 32 49 108 4990 34 internal_value=-0.00110947 0.00245289 0.00388181 -0.00381 0.00680865 0.00838417 -0.00763058 -0.00236238 -0.00210797 0.0197916 -0.00239867 0.00703908 -0.00285314 -0.019836 internal_weight=1224.94 317.437 295.215 80.8167 214.399 203.202 73.0611 907.507 895.87 10.6321 885.238 39.4984 845.739 11.637 internal_count=8624 3134 3041 1152 1889 1828 1094 5490 5335 108 5227 188 5039 155 is_linear=0 shrinkage=0.05 Tree=145 num_leaves=24 num_cat=0 split_feature=2 0 0 2 5 2 2 5 4 2 3 2 2 4 5 2 0 0 2 0 2 2 0 split_gain=1.67507 2.37754 3.56671 2.68151 2.746 2.36757 2.34416 2.58274 3.04435 2.16856 1.89404 1.74277 2.1986 1.48793 1.9094 2.25848 1.37191 1.31903 2.7036 2.31228 0.793936 0.614316 0.0516747 threshold=7.3500000000000005 536.50000000000011 518.50000000000011 6.4500000000000011 4.5000000000000009 4.7500000000000009 8.7500000000000018 7.5000000000000009 5.5000000000000009 11.750000000000002 4.5000000000000009 4.8500000000000005 5.6500000000000012 3.5000000000000004 3.5000000000000004 8.2500000000000018 687.50000000000011 574.50000000000011 6.0500000000000007 576.50000000000011 8.4500000000000011 7.8500000000000005 477.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 11 5 -5 -4 13 9 -9 10 -8 -1 -13 21 20 -16 17 18 -3 -19 -15 -2 -10 right_child=6 16 3 4 -6 -7 7 8 22 -11 -12 12 -14 14 15 -17 -18 19 -20 -21 -22 -23 -24 leaf_value=-0.025845445311063295 -0.00940389692502068 -0.0072854526665447261 0.024245017501191665 0.054756210513982752 0.0087750101528644257 -0.00085744511034820364 -0.013179538558471236 -0.0089765660704040472 0.019827271567364989 -0.029628655573943244 0.0040815670444457408 0.024883472912505748 -0.0061781404901825225 0.0041943600696872805 -0.0058686846027298338 -0.026193808214625122 -0.01352406879474303 0.018541503697332543 0.0038434735165423246 0.00043001553368031387 -0.0126183475504636 -0.030717874343788948 0.041864207967990993 leaf_weight=6.314066579565405 8.127747695893051 155.08570611849427 14.212591998279093 7.0165514424443227 6.7241364829242229 23.442068135365844 19.90503616258502 5.6496275514364269 5.1748970225453359 5.687825819477438 65.263089408166707 6.5338244382292059 22.15788852237165 38.898665328510106 49.940330234356225 18.844147564843297 18.817156344652176 17.156054526567459 82.482998035848141 637.29178533703089 7.4661237094551316 9.4210054464638215 5.2231311742216349 leaf_count=97 53 1080 127 62 75 244 161 89 133 135 805 96 390 320 594 245 95 100 601 2957 68 61 81 internal_value=-0.000656254 0.000242211 0.00812309 0.0164062 0.0347158 0.00887013 -0.00440196 0.00106627 0.0189625 -0.0022123 -7.13584e-07 -0.00401714 0.0013268 -0.00881968 -0.00657108 -0.0118042 -0.000507969 -0.000212957 -0.00340066 0.000939992 0.0011722 -0.022155 0.0340373 internal_weight=1236.84 997.235 86.4011 51.3953 13.7407 37.6547 239.602 106.904 16.0477 90.856 85.1681 35.0058 28.6917 132.698 115.149 68.7845 910.834 892.017 237.569 654.448 46.3648 17.5488 10.398 internal_count=8669 5924 1091 508 137 371 2745 1404 303 1101 966 583 486 1341 1227 839 4833 4738 1681 3057 388 114 214 is_linear=0 shrinkage=0.05 Tree=146 num_leaves=22 num_cat=0 split_feature=4 4 6 2 2 4 2 2 4 2 5 2 5 2 1 2 2 4 2 2 2 split_gain=1.77091 1.63276 1.90535 2.27312 2.77844 2.38324 1.94962 4.16356 4.0518 1.17757 4.53548 4.70464 3.32921 2.52004 3.62202 3.07339 2.47648 1.78185 1.60613 1.94463 1.52624 threshold=4.5000000000000009 1.5000000000000002 2.5000000000000004 2.4500000000000006 6.2500000000000009 3.5000000000000004 2.7500000000000004 3.3500000000000001 2.5000000000000004 8.2500000000000018 3.5000000000000004 8.6500000000000004 5.5000000000000009 7.9500000000000011 4.5000000000000009 7.7500000000000009 7.8500000000000005 5.5000000000000009 8.6500000000000004 10.450000000000001 7.6500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 5 -5 -4 8 -8 -3 13 18 17 -13 15 -15 20 -17 -12 -11 -20 -2 right_child=9 2 3 4 -6 -7 7 -9 -10 10 11 12 -14 14 -16 16 -18 -19 19 -21 -22 leaf_value=-0.014057616212510365 -0.00065296636619842959 -0.024596682385395134 0.021755734877630738 -0.013282888029851048 0.0085055311838928092 -0.0061841903972123255 0.022629910285416902 0.0043689149152260588 0.0025038144928445612 0 -0.002235949588154621 0.020785080724152281 -0.0027494382239566183 -0.0019087441546536963 0.041296829536351845 -0.043020720899796236 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548.453 17.9944 530.459 13.64 12.4001 34.0229 26.4698 516.819 internal_count=8557 3095 3032 503 377 126 2529 2024 505 5462 1482 1125 948 3980 208 3772 159 177 357 283 3613 is_linear=0 shrinkage=0.05 Tree=147 num_leaves=11 num_cat=0 split_feature=0 2 2 2 0 3 3 0 2 4 split_gain=1.19722 3.00253 2.72663 1.6401 1.79899 2.18347 1.12409 0.792265 1.13835 1.2456 threshold=482.50000000000006 7.5500000000000007 11.050000000000002 10.550000000000002 551.50000000000011 3.5000000000000004 6.5000000000000009 455.50000000000006 10.65 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -2 -6 -3 9 -9 right_child=2 7 -4 -5 6 -7 -8 8 -10 -11 leaf_value=-0.019445627642286318 0.018120541976844269 0.0013012802512405756 -0.023082786921267313 0.023496031595001066 0.0025551453952724966 -0.0029890100498986753 0.012469590148625895 0.01487952678164439 0.0038550179556256963 0.049236102197883602 leaf_weight=5.2780599175021079 11.877545319497584 5.5872506629675653 9.8754178360104543 7.8878554236143819 903.90149548649788 236.52948301658034 28.924121540039778 7.8069856036454457 5.9821727573871604 5.3221729509532452 leaf_count=132 95 250 142 82 4651 2689 175 161 119 101 internal_value=0.00206687 0.0118067 0.00180956 0.00203971 0.00187245 -0.001891 0.00288094 0.0191766 0.0238293 0.0316596 internal_weight=1228.97 29.9766 1199 1189.12 1181.23 248.407 932.826 24.6986 19.1113 13.1292 internal_count=8597 763 7834 7692 7610 2784 4826 631 381 262 is_linear=0 shrinkage=0.05 Tree=148 num_leaves=22 num_cat=0 split_feature=2 2 6 2 6 5 1 5 5 6 3 1 5 6 2 2 3 2 1 5 2 split_gain=2.00161 3.09064 2.48641 2.29416 2.97853 2.80571 2.20156 3.20722 3.73828 2.04103 1.98419 2.55693 1.93357 2.20066 1.54783 1.44963 1.41406 2.38693 1.34894 1.34797 1.12384 threshold=6.1500000000000012 5.9500000000000011 1.0000000180025095e-35 5.7500000000000009 1.5000000000000002 3.5000000000000004 4.5000000000000009 6.5000000000000009 5.5000000000000009 3.5000000000000004 5.5000000000000009 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 6.3500000000000005 0.35000000000000003 4.5000000000000009 6.9500000000000011 4.5000000000000009 2.5000000000000004 9.0500000000000025 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 10 5 -5 7 8 19 12 15 -12 14 -14 -8 -1 -9 -18 -4 -2 -10 right_child=6 2 18 4 -6 -7 9 16 20 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=0.0064994777542752118 -0.0078010435735359589 0.0052248638581234609 -0.038040893308706351 0.03948545213238857 -0.0064028895571261613 0.0039579760076246182 0.021631014390998685 -0.0059112493286560749 -0.012187674433939824 0.028499890665326946 0.0081354530569746255 -0.0090791222775768246 -0.023179475690706719 0.0037080541952854481 0.0059840594700520805 -0.0030390675695881196 0.043505267417980865 0.0093101544657111703 -0.012636738426588143 0.0025311970150403793 -0.036029752066048928 leaf_weight=41.65927792340517 42.725423072464764 9.5592758618295175 9.6306202393025178 10.966361276805403 13.487472623586653 11.487203003838657 17.522173531353474 8.7432676814496499 18.297841409221295 9.5014249198138696 100.6697437800467 26.245516926050186 10.463033180683853 21.340074934065342 140.35375760681927 557.84401904046535 5.499271295964717 32.024887345731258 15.21670253202319 112.13223340921104 7.7135668247938147 leaf_count=196 358 80 78 65 81 94 99 99 239 54 722 139 108 185 916 2886 75 620 89 1240 154 internal_value=0.000269874 -0.00120503 -0.0156511 -0.000526853 0.0116174 0.0224666 0.00303447 -0.00031237 -0.00334794 0.00685853 -0.00114973 0.00449332 0.00560446 -0.00542232 0.00787736 -0.00235819 0.0112683 0.0154505 -0.0237674 -0.000319163 -0.0205152 internal_weight=1223.08 796.766 34.4066 762.36 35.941 22.4536 426.317 227.136 180.869 199.18 726.419 126.915 189.679 31.8031 157.876 599.503 46.2674 37.5242 24.8473 154.858 26.0114 internal_count=8577 4430 247 4183 240 159 4147 2785 1991 1362 3943 861 1308 293 1015 3082 794 695 167 1598 393 is_linear=0 shrinkage=0.05 Tree=149 num_leaves=15 num_cat=0 split_feature=2 0 2 2 6 6 2 2 1 3 2 2 0 0 split_gain=1.47073 3.1578 2.50692 1.69702 2.29682 1.53343 1.28793 3.06688 2.17527 1.70417 1.08254 1.0157 2.05785 1.98422 threshold=3.9500000000000006 656.50000000000011 3.8500000000000001 0.15000000000000005 1.5000000000000002 2.5000000000000004 4.6500000000000012 4.5500000000000007 5.5000000000000009 2.5000000000000004 6.2500000000000009 1.7500000000000002 662.50000000000011 660.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 4 -1 -6 7 8 -2 -8 -11 13 -13 -5 right_child=1 -3 -4 11 5 -7 9 -9 -10 10 -12 12 -14 -15 leaf_value=0.021486225615487176 0.0059687972552538698 0.022216340973371398 -0.02251126033620373 -0.012504338139988117 -0.014812359786806362 0.009943368786272444 0.021226059921713936 0.023353878313457404 -0.0093691181707844986 -0.0038815794805848085 0.00019610648811782907 -0.00095506113202146266 -0.016409056023683592 0.0065087791393113716 leaf_weight=15.391794994473456 71.576803052797914 14.891824603080748 15.744079463183878 65.747327968478203 11.884977117180826 11.033604636788366 7.3856146559119216 17.235897816717625 32.832630792632699 268.73757513891906 404.75995230861008 255.78813721239567 22.653014004230499 16.22140896320343 leaf_count=73 432 64 82 293 54 51 38 99 156 1826 4017 1265 101 77 internal_value=-0.00108375 0.000141381 -0.00350655 -0.00268917 0.00714812 -0.00276782 -0.000289161 0.00442001 0.00105507 -0.00114307 -0.00142689 -0.00376557 -0.00228446 -0.00864833 internal_weight=1231.88 817.42 414.464 398.72 38.3104 22.9186 802.528 121.645 104.409 680.883 673.498 360.41 278.441 81.9687 internal_count=8628 6632 1996 1914 178 105 6568 687 588 5881 5843 1736 1366 370 is_linear=0 shrinkage=0.05 Tree=150 num_leaves=12 num_cat=0 split_feature=1 2 2 1 2 0 0 2 4 5 2 split_gain=2.55594 1.07998 1.96357 1.9365 1.90355 2.04069 4.53435 1.41851 1.87091 1.67618 0.716189 threshold=7.5000000000000009 8.0500000000000025 7.9500000000000011 4.5000000000000009 8.1500000000000004 575.50000000000011 548.50000000000011 7.7500000000000009 4.5000000000000009 5.5000000000000009 8.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 -4 -3 6 -6 9 -9 -1 -7 right_child=-2 4 3 -5 5 10 -8 8 -10 -11 -12 leaf_value=-0.0005022668437111409 0.027255216094078216 -0.027953854213382291 -0.0019974526883130292 0.035813223312970016 -8.7973052168393011e-05 0.0012831872330493444 -0.022336000024120832 0.0063753291635345426 -0.023155825008062125 0.0055335886991118629 0.020367216274089966 leaf_weight=903.44104549009353 7.4504861459136 7.0642279163002959 5.4849850814789516 6.6263824328780174 100.60798671003431 10.235213167965414 28.830948702991009 7.5769230946898487 13.556004500947891 130.68979342095554 10.000970765948294 leaf_count=5118 37 76 63 49 1575 54 214 57 160 1177 50 internal_value=-0.000141681 -0.000334622 0.000231419 0.0194619 -0.00419802 -0.00286555 -0.00521503 -2.77315e-06 -0.0125323 0.000260302 0.0114651 internal_weight=1231.56 1224.11 1067.38 12.1114 156.739 149.675 129.439 1055.26 21.1329 1034.13 20.2362 internal_count=8630 8593 6624 112 1969 1893 1789 6512 217 6295 104 is_linear=0 shrinkage=0.05 Tree=151 num_leaves=25 num_cat=0 split_feature=0 2 5 0 2 3 0 5 0 5 1 0 5 1 2 2 2 2 2 6 2 0 6 0 split_gain=1.25275 2.57466 2.43549 4.30916 1.90191 2.32506 3.69155 2.20887 1.54409 4.19033 3.0071 1.88634 1.60251 2.50213 4.78806 3.28139 1.57895 2.55401 1.96798 1.44587 2.95425 2.92074 0.904334 0.631476 threshold=586.50000000000011 5.9500000000000011 1.5000000000000002 563.50000000000011 5.8500000000000005 5.5000000000000009 548.50000000000011 5.5000000000000009 593.50000000000011 3.5000000000000004 5.5000000000000009 588.50000000000011 1.5000000000000002 5.5000000000000009 7.3500000000000005 3.8500000000000001 5.1500000000000012 5.9500000000000011 1.2500000000000002 1.5000000000000002 6.9500000000000011 492.50000000000006 1.5000000000000002 539.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 23 5 7 -7 -1 9 10 11 -2 16 14 -14 -15 18 -18 -10 20 -4 -21 -11 -3 right_child=8 2 19 -5 -6 6 -8 -9 12 22 -12 -13 13 15 -16 -17 17 -19 -20 21 -22 -23 -24 -25 leaf_value=-0.0018386318824996134 -0.023427650127784208 0.012516644223800388 -0.0089590451282339466 -0.011055530202650902 0.025400202587943094 -0.0038090494403642365 0.018625137447214769 0.012318205239119142 0.0028726103192244709 -0.01420143714001507 0.021741906335939323 0.00096991342070437106 -0.0047973248332187548 0.013627883467433197 0.026676742441867282 -0.0015997113117623249 0.020763078355237007 -0.0061959777548319358 -0.0096090068819368341 0.023097254282144427 0.0031933200711819518 -0.0098834715397760828 -0.0341341569462403 0.037599141195522483 leaf_weight=144.02948570996523 10.346934229135512 6.2053319569677141 70.541028511710465 10.285283342003821 10.069044150412081 26.775179021060467 53.1647654697299 32.957878714427352 40.968004532158375 18.101494885981086 11.709391713142393 24.837095737457275 171.57996807992458 71.899139411747456 11.970875695347784 67.355995953083038 14.133648842573164 19.748368799686432 124.23592771589756 6.1991988280788055 164.85130341909826 94.82456523925066 11.431981220841406 9.1757673919200879 leaf_count=955 53 68 647 59 83 308 341 271 189 97 55 123 780 309 57 299 63 85 533 137 2171 819 60 64 internal_value=-0.00028761 0.00126449 -0.00147101 0.013051 0.00498451 0.00406965 0.011095 0.000823903 -0.00192724 -0.00852507 0.00074236 -0.00651592 -0.000937021 0.00122669 -0.00258412 0.00626794 -0.00445894 0.00517931 -0.00648502 -0.00262916 -0.000449774 -0.00760409 -0.0229461 0.0291669 internal_weight=1227.4 629.079 362.082 25.6664 266.996 256.927 79.9399 176.987 598.319 76.4269 46.8934 35.184 521.892 322.806 183.551 139.255 199.086 33.882 165.204 336.416 235.392 101.024 29.5335 15.3811 internal_count=8626 5923 3965 191 1958 1875 649 1226 2703 388 231 176 2315 1445 837 608 870 148 722 3774 2818 956 157 132 is_linear=0 shrinkage=0.05 Tree=152 num_leaves=15 num_cat=0 split_feature=0 0 2 0 4 1 3 2 2 0 2 2 2 0 split_gain=1.14247 2.4834 3.36335 2.23578 2.31971 1.92031 3.64884 1.4856 1.48952 1.48539 1.21936 2.32738 1.45772 1.05149 threshold=606.50000000000011 610.50000000000011 4.6500000000000012 605.50000000000011 2.5000000000000004 4.5000000000000009 4.5000000000000009 3.8500000000000001 3.4500000000000006 581.50000000000011 6.4500000000000011 7.0500000000000007 5.9500000000000011 623.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 9 6 -3 8 -7 -1 12 -12 -6 -9 right_child=1 5 -4 -5 10 7 -8 13 -10 -11 11 -13 -14 -15 leaf_value=0.0038134219252699783 -0.029461997760918707 0.02185348454255483 0.0027302956965295842 0.026361679293652098 0.00070997048921575979 -9.3314616211259693e-05 -0.011102302767730334 0.00010685385365434254 0.0142898742889474 0.031741639178265078 0.010858597913804904 0.0011221495377039391 -0.0071388091222213167 -0.009085261959557599 leaf_weight=10.285056367516519 16.505560100078586 23.596975401043892 14.347281113266943 8.283623740077017 398.61450805421919 188.41992880403996 11.76934167742729 49.019780576229095 18.825211986899376 9.3122591674327833 80.556028930470347 255.36369439866394 68.341648748144507 79.285486847162247 leaf_count=67 77 99 65 37 2613 807 51 216 79 46 641 2960 558 331 internal_value=0.000859749 -0.00131969 -0.0147191 0.0019201 0.00163615 -0.000155102 0.0107451 -0.00134733 0.00125153 0.0182239 0.00120287 0.00349716 -0.000440858 -0.00556103 internal_weight=1232.53 401.77 30.8528 830.757 822.473 370.917 35.3663 335.55 207.245 19.5973 802.876 335.92 466.956 128.305 internal_count=8647 1725 142 6922 6885 1583 150 1433 886 113 6772 3601 3171 547 is_linear=0 shrinkage=0.05 Tree=153 num_leaves=12 num_cat=0 split_feature=2 2 5 2 2 5 5 0 5 6 2 split_gain=1.28875 0.91812 4.4096 2.9481 4.69151 4.00525 1.96661 1.77169 1.03265 2.89977 2.09681 threshold=11.65 8.6500000000000004 1.5000000000000002 9.4500000000000011 9.8500000000000032 3.5000000000000004 8.5000000000000018 547.50000000000011 5.5000000000000009 3.5000000000000004 8.4500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -4 8 -8 10 -10 -1 right_child=-2 2 3 4 -6 -7 7 -9 9 -11 -12 leaf_value=1.8204458747983157e-05 -0.018635850479389576 0.046094201740474655 -0.0086180019018045947 -0.029685731401332863 0.0033009843457610455 0.021343046504856026 -0.0024528102448283882 -0.036055841693219896 0.0062170141349900615 -0.026145764564367097 -0.02208701185677368 leaf_weight=946.31655381899327 7.8477824451401821 5.1518007200211278 15.959115887992082 13.837728296406565 38.106062989681959 31.716289352625608 10.016634097322823 6.0439418368041506 126.41405482031405 6.2929249219596377 9.8459487706422788 leaf_count=5536 198 34 129 188 534 378 209 57 1145 38 99 internal_value=0.000363184 0.000505858 0.00495688 0.00234281 -0.0057869 0.01124 7.51853e-05 -0.0167636 0.000343295 0.00446092 -0.000227035 internal_weight=1217.55 1209.7 104.771 99.6192 51.9438 47.6754 1104.93 16.0606 1088.87 132.707 956.163 internal_count=8545 8347 1263 1229 722 507 7084 266 6818 1183 5635 is_linear=0 shrinkage=0.05 Tree=154 num_leaves=23 num_cat=0 split_feature=6 5 0 4 2 0 0 0 5 5 6 5 0 0 2 5 2 1 0 0 1 2 split_gain=1.97144 2.66711 2.91742 2.57419 3.08706 2.48695 2.46633 3.28591 3.39766 4.84855 3.24432 2.85579 2.34799 3.67974 3.22508 2.00301 1.79397 1.77802 1.99567 1.96539 1.00273 1.31556 threshold=1.0000000180025095e-35 7.5000000000000009 490.50000000000006 5.5000000000000009 6.5500000000000007 575.50000000000011 501.50000000000006 558.50000000000011 7.5000000000000009 3.5000000000000004 1.5000000000000002 8.5000000000000018 528.50000000000011 546.50000000000011 9.1500000000000004 5.5000000000000009 6.9500000000000011 3.5000000000000004 573.50000000000011 563.50000000000011 3.5000000000000004 8.1500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 12 5 -5 11 8 9 -8 -10 20 14 -14 -1 -6 -4 18 -9 -19 21 -2 right_child=6 2 16 4 15 -7 7 17 10 -11 -12 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23 leaf_value=0.025724040821303307 0.009837455954354089 -0.013773215490653138 0.0030028953881812087 -0.012078802582498355 -0.014102595975014785 0.011661366058998094 -0.0011290703030856209 -0.0051500635047088406 -0.033152033033462584 0.015363768852900896 0.012298514611210586 0.018659450858852993 -0.024435634983398024 -0.0010485147132091774 -0.015862426795262629 -0.040324926612586805 0.040581720858399978 -0.014972085489166304 0.023554718824918167 5.6834340658089782e-05 -0.028448911235263465 -0.019670445889632644 leaf_weight=15.05501000210643 5.3118351781740811 5.6575552150607136 5.7120525315403921 26.635714350268245 29.284758197143674 17.266448140144348 70.690339431166649 8.7526969164609927 8.7219456546008569 116.55397095903754 5.6873064450919619 5.2319454401731482 17.731555033475161 171.95250833779573 5.6294527947902671 10.38464338518679 7.8085642792284489 21.505505625158548 15.299246802926062 633.45506004244089 13.17075423710048 8.2859036354348046 leaf_count=213 114 155 70 267 366 93 586 55 125 1076 81 116 173 955 92 203 105 160 76 3028 251 207 internal_value=3.11233e-05 -0.00338174 0.0141701 -0.00458803 -0.0119659 -0.00257882 0.0012099 0.00171592 0.00730345 0.00913775 -0.0152544 -0.0121945 -0.00159068 -0.00337763 0.0139658 -0.0219128 0.0263503 4.0884e-05 0.0131206 -0.000451087 -0.0188598 -0.00791667 internal_weight=1225.78 313.118 19.1782 293.94 83.5716 43.9022 912.667 880.666 201.654 187.244 14.4093 32.0004 210.369 189.684 20.6845 39.6694 13.5206 679.013 24.0519 654.961 26.7685 13.5977 internal_count=8567 2692 330 2362 929 360 5875 5187 1868 1662 206 688 1433 1128 305 569 175 3319 131 3188 572 321 is_linear=0 shrinkage=0.05 Tree=155 num_leaves=17 num_cat=0 split_feature=2 5 2 4 4 6 2 5 2 6 2 1 5 4 5 2 split_gain=2.71682 1.73024 2.54759 1.1688 1.37852 5.16898 1.8037 1.43471 1.63139 0.642909 0.594054 1.23489 2.56066 1.03664 0.58272 0.0495189 threshold=9.3500000000000032 7.5000000000000009 10.850000000000003 7.5000000000000009 5.5000000000000009 3.5000000000000004 5.2500000000000009 5.5000000000000009 6.1500000000000012 2.5000000000000004 11.750000000000002 3.5000000000000004 4.5000000000000009 5.5000000000000009 3.5000000000000004 7.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 10 -3 4 7 6 -6 9 -9 -1 11 12 -2 -13 -5 -16 right_child=1 2 -4 14 5 -7 -8 8 -10 -11 -12 13 -14 -15 15 -17 leaf_value=0.0024552777080319782 0.022197446655335473 -0.01209590351169771 0.03087898109842694 0.00036496479457380488 0.0018489847110347481 0.031352488407694716 -0.0067296851805236759 0.01367080467737835 0.00066450232195509841 -0.0011968936806795987 -0.027518004501684314 -0.0068779554709662225 -0.016008233730922007 -0.024605407312588447 0.011947106058760837 0.026614723989181768 leaf_weight=633.4044246841222 7.205681267194449 6.3360669426619989 5.4791042413562536 5.7602486535906818 103.58083573542535 10.338797971606253 145.26144969090819 56.342476451769471 43.235893765464425 146.09724915400147 5.2151575628668061 21.607126132585108 8.3756902804598194 15.017184516414998 6.1297046644613129 5.0912363706156611 leaf_count=3553 104 121 113 57 640 61 1525 394 445 735 139 191 172 192 74 81 internal_value=0.00117667 -0.00836096 0.00829734 0.00175935 0.00155317 -0.00163511 -0.00314569 0.00249965 0.00813607 0.00176371 -0.0119576 -0.00982119 0.00163177 -0.0147405 0.0144464 0.0206446 internal_weight=1224.48 69.236 11.8152 1155.24 1138.26 259.181 248.842 879.08 99.5784 779.502 57.4208 52.2057 15.5814 36.6243 16.9812 11.2209 internal_count=8597 1032 234 7565 7353 2226 2165 5127 839 4288 798 659 276 383 212 155 is_linear=0 shrinkage=0.05 Tree=156 num_leaves=22 num_cat=0 split_feature=0 0 6 3 0 4 2 0 6 2 5 6 2 5 3 0 2 2 2 0 5 split_gain=1.50777 2.0326 1.98413 5.07177 4.05765 2.8085 1.491 3.82978 3.14853 2.25446 2.70433 1.77705 1.73733 1.48554 1.46731 1.4368 1.35883 1.2616 1.11881 1.10679 1.2937 threshold=546.50000000000011 549.50000000000011 1.5000000000000002 4.5000000000000009 533.50000000000011 4.5000000000000009 8.0500000000000025 570.50000000000011 1.0000000180025095e-35 5.4500000000000011 2.5000000000000004 1.5000000000000002 5.2500000000000009 4.5000000000000009 4.5000000000000009 510.50000000000006 6.6500000000000012 6.7500000000000009 7.3500000000000005 544.50000000000011 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 14 16 5 -5 9 8 -8 12 -11 -9 -3 -2 15 -1 -4 -6 -17 20 -16 right_child=1 6 3 4 17 -7 7 11 -10 10 -12 -13 -14 -15 19 18 -18 -19 -20 -21 -22 leaf_value=0.012145096469008151 -0.0034458977191376503 -0.0011403458805787912 0.054363260495671466 -0.037684565884597038 0.0052935248179806519 -0.0003804519718749133 0.0045623157199589362 -0.0080339266367165773 -0.034208166055865873 -0.0025586021656623073 0.0076728706634964523 0.015900859642861854 -0.01404108818446698 -0.030845088980480148 0.0035406800183268982 -0.0042078094277450667 0.019424971680416663 0.032520859353136845 -0.023384730601506164 0.021697571782284444 -0.012004454780807172 leaf_weight=6.5581299569457761 11.774480044841768 592.46632356569171 5.617457576096057 5.259018847718834 8.5121281333267707 27.606276817619801 6.7973459139466312 15.015514560043814 16.889685109257698 103.39884386211634 166.81389233469963 13.887300617992876 26.429662235081196 8.6063171625137311 136.4059006376192 21.122026387602091 9.2848629243671876 9.9919920414686185 12.257865745574234 6.606302745640277 13.746343532577155 leaf_count=116 92 2884 45 72 73 403 54 85 133 541 1005 69 154 77 1970 172 86 85 109 63 301 internal_value=1.52773e-05 -0.000898237 0.00336709 0.0107861 0.00298017 -0.00743391 -0.000546035 -0.00864615 -0.0231457 -5.21285e-05 0.00374429 0.00344628 -0.00172109 -0.0161513 0.000800237 -0.00760473 0.0354998 0.0211659 -0.0118708 0.00300793 0.00201445 internal_weight=1225.05 962.079 262.968 66.2717 51.3694 32.8653 941.699 52.5898 23.687 889.109 270.213 28.9028 618.896 20.3808 196.697 39.938 14.9023 18.5041 33.3799 156.759 150.152 internal_count=8589 5094 3495 764 633 475 4925 341 187 4584 1546 154 3038 169 2731 397 131 158 281 2334 2271 is_linear=0 shrinkage=0.05 Tree=157 num_leaves=13 num_cat=0 split_feature=0 0 0 0 0 3 0 6 6 3 3 1 split_gain=1.32413 2.4448 3.71809 1.62215 1.70803 1.58559 1.20608 1.20803 2.15586 3.92618 2.77056 0.609158 threshold=643.50000000000011 638.50000000000011 636.50000000000011 606.50000000000011 605.50000000000011 4.5000000000000009 647.50000000000011 3.5000000000000004 1.5000000000000002 3.5000000000000004 3.5000000000000004 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -5 -2 8 10 -10 -8 -3 right_child=6 11 -4 5 -6 -7 7 -9 9 -11 -12 -13 leaf_value=-6.9342514378815196e-06 0.016330834406076258 -0.0069237928507503562 0.025164653519007069 -0.0012385309221400167 0.020503155630875847 -0.0098164007299119185 -0.005156267127047128 0.01732282797939631 0.0098387206769703483 -0.017237560275880751 0.017509968128291687 -0.023888130380875131 leaf_weight=823.67554050311446 17.520217821002007 12.608353659510614 12.976708114147185 146.03313554823399 9.2715268880128843 86.226531431078911 22.582483276724815 11.299288228154181 21.467804238200188 31.936767920851707 30.294896595180035 12.145178094506262 leaf_count=6837 72 52 53 613 41 383 105 50 96 137 135 50 internal_value=-0.000237928 -0.000815256 -0.000446408 -0.00078641 0.00023968 -0.00447294 0.00440986 0.00246867 0.00069611 -0.00628063 0.007821 -0.0160458 internal_weight=1238.04 1102.94 1078.18 1065.21 832.947 232.26 135.101 117.581 106.282 53.4046 52.8774 24.7535 internal_count=8624 8029 7927 7874 6878 996 595 523 473 233 240 102 is_linear=0 shrinkage=0.05 Tree=158 num_leaves=14 num_cat=0 split_feature=0 0 3 2 5 5 5 0 5 2 0 0 0 split_gain=1.77167 1.63397 2.67287 3.16016 3.13452 2.36963 1.94669 1.87256 1.25053 3.56758 2.02575 0.803608 0.519011 threshold=670.50000000000011 502.50000000000006 6.5000000000000009 9.4500000000000011 3.5000000000000004 7.5000000000000009 5.5000000000000009 507.50000000000006 3.5000000000000004 9.2500000000000018 527.50000000000011 678.50000000000011 693.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -5 -4 -3 10 -10 -9 -2 -13 right_child=11 7 6 5 -6 -7 -8 8 9 -11 -12 12 -14 leaf_value=-0.011156579485283081 0.019441531731428638 -0.022941326974846736 0.01034086379659133 -0.017991688588082956 0.029439428291460741 0.02045346558219344 -0.023451264195379726 0.014355410161733665 -0.0045524539139963124 0.013244074402121157 -0.00046359583845365034 -0.0024103322200882331 0.010544593237027342 leaf_weight=5.0693738460540798 12.751368999481199 9.1159627065062505 6.0828438820317379 10.636116306297479 24.83659047819674 5.0748830158263436 9.7091351673006994 22.895380299538374 416.20008482784033 29.11822434514761 657.94879436120391 13.886699229478838 14.46957006305456 leaf_count=95 61 160 160 252 466 108 298 232 3000 270 3419 68 78 internal_value=-0.000698616 -0.00105623 0.00680832 0.0129309 0.0222579 -0.00479331 -0.0102966 -0.00149165 -0.00129338 -0.00335051 4.77265e-05 0.00937089 0.00416396 internal_weight=1237.8 1196.69 61.4089 45.617 29.906 15.711 15.792 1135.28 1126.16 445.318 680.844 41.1076 28.3563 internal_count=8667 8460 1379 921 561 360 458 7081 6921 3270 3651 207 146 is_linear=0 shrinkage=0.05 Tree=159 num_leaves=24 num_cat=0 split_feature=0 6 3 2 2 0 4 2 5 0 0 2 6 3 0 3 5 2 5 0 0 6 6 split_gain=1.37038 2.38353 5.67196 3.04672 2.86014 3.11198 1.94291 1.84151 4.22994 4.06674 6.76483 2.43658 2.05531 1.72342 2.17699 1.61117 3.38502 2.58677 2.57664 2.24696 2.10626 1.88538 1.57124 threshold=568.50000000000011 1.0000000180025095e-35 4.5000000000000009 2.3500000000000001 7.0500000000000007 576.50000000000011 3.5000000000000004 9.4500000000000011 2.5000000000000004 515.50000000000011 538.50000000000011 10.15 3.5000000000000004 4.5000000000000009 561.50000000000011 5.5000000000000009 2.5000000000000004 3.1500000000000008 3.5000000000000004 574.50000000000011 577.50000000000011 1.5000000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 -2 5 -4 -5 12 -9 11 -11 -10 13 14 -1 18 17 -17 21 -20 -18 -3 -15 right_child=1 15 4 6 -6 -7 -8 8 9 10 -12 -13 -14 22 -16 16 20 -19 19 -21 -22 -23 -24 leaf_value=0.0062191139700900309 0.020654364292057692 0.005909135190451476 0.011618856307349643 0.010327914929597644 -0.040281949691758509 -0.016080956295760434 -0.0071917221190246246 -0.041557644172641364 -0.034950282123103041 0.0403351716061226 -0.014840314384425006 -0.0025378544304413947 -0.015220848391683984 0.003737700131768747 0.024392512270183641 0.012882456737162011 0 -0.014176147335963191 0.011393728711831521 -0.0085237365426505587 0.023367209342207509 -0.0010726038706087892 -0.0099819375036129063 leaf_weight=76.837652590125799 17.740362897515297 162.43203276395798 11.185832701623438 21.55305215716362 9.4674506410956365 60.208041109144688 51.486302182078362 6.1851046457886687 7.732813096605244 11.377233766019346 9.1757193580269796 18.943083321675658 12.380501687526701 256.0031048739329 20.932350262999535 13.040627196431158 13.916695348918436 22.574181757867336 14.970122069120405 119.46296110004187 31.008702114224434 234.00949858129025 21.59138791821897 leaf_count=648 79 753 71 97 58 325 262 77 177 117 74 454 93 2848 124 56 82 112 90 587 157 1052 193 internal_value=0.000552472 -0.000698171 -0.00588978 0.00264252 -0.015445 -0.0115714 -0.00188469 0.00278023 -0.00581094 -0.000261253 0.0159248 -0.0130376 0.00398847 0.00467409 0.0103682 0.000758331 0.00730411 -0.00405064 -0.000237209 -0.00620111 0.0163067 0.00178308 0.00262064 internal_weight=1224.21 783.056 171.641 90.7797 80.8613 71.3939 73.0394 441.159 53.414 47.2288 20.553 26.6759 387.745 375.364 97.77 611.415 80.5402 35.6148 530.875 134.433 44.9254 396.442 277.594 internal_count=8586 3781 892 438 454 396 359 4805 899 822 191 631 3906 3813 772 2889 407 168 2482 677 239 1805 3041 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=20 num_cat=0 split_feature=2 2 0 0 0 0 0 0 0 2 0 0 0 0 0 1 1 2 5 split_gain=2.40806 1.51981 2.03076 3.35616 2.95477 1.54142 1.40538 2.60194 1.39596 1.16963 3.04705 2.63306 2.59903 2.66424 2.42041 2.57236 2.43414 1.54735 0.196377 threshold=8.5500000000000025 9.4500000000000011 555.50000000000011 578.50000000000011 541.50000000000011 497.50000000000006 561.50000000000011 539.50000000000011 525.50000000000011 8.2500000000000018 527.50000000000011 522.50000000000011 518.50000000000011 513.50000000000011 544.50000000000011 3.5000000000000004 3.5000000000000004 6.3500000000000005 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 4 -4 5 -2 7 8 -3 11 -11 12 13 -1 16 -16 -13 -14 -12 right_child=1 6 3 -5 -6 -7 -8 -9 -10 10 18 14 17 -15 15 -17 -18 -19 -20 leaf_value=0.0092673154527358921 0.026442993898276125 -0.0017698593338975614 -0.021810089552675174 0.01705174050056486 0.043948848047755118 0.0027276173204178753 0.017882076801080431 -0.025745192645140955 0.018846119995471436 -0.035400420873133109 0.0075491457212781892 -0.025511436590409244 0.0077879961675434949 -0.017209473066106391 0.010964501962830008 -0.0010237395590568133 -0.0047656518560833692 0.04124854072555767 -0.003331678108966802 leaf_weight=41.748398015275598 9.6072085583582538 35.764557923190296 9.1842434033751505 11.208238087594507 8.2127913385629636 21.753292575478554 9.4355007559061033 8.6500764340162259 9.4942626357078534 7.6574196545407203 6.9794653207063657 16.979863995686173 7.4410427547991258 11.163805514574049 46.089841932058334 887.13896371424198 74.599143166095018 7.6435626298189163 7.0710509121417999 leaf_count=765 198 752 64 57 67 238 48 76 90 142 53 179 70 148 280 4646 691 76 59 internal_value=-4.56374e-05 0.00655108 0.0121952 -0.000418257 0.0186684 0.0107399 0.00102376 -0.00210776 0.00276073 -0.000785202 -0.0120279 -0.000546509 0.00890046 0.00337271 -0.00118626 -0.000415216 -0.0089002 0.0265641 0.00188352 internal_weight=1237.82 123.31 59.9658 20.3925 39.5733 31.3605 63.3444 53.9089 45.2588 1114.51 21.7079 1092.8 67.9968 52.9122 1024.81 933.229 91.579 15.0846 14.0505 internal_count=8699 1590 624 121 503 436 966 918 842 7109 254 6855 1059 913 5796 4926 870 146 112 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=19 num_cat=0 split_feature=2 2 0 0 2 4 3 0 2 1 0 3 3 2 3 4 3 1 split_gain=1.85247 2.02832 4.26861 3.11561 1.87432 4.00236 1.80341 1.65208 1.65047 1.48075 2.23358 1.60875 1.40204 1.07337 2.02876 1.72869 0.846942 0.642983 threshold=9.4500000000000011 8.5500000000000025 553.50000000000011 575.50000000000011 8.2500000000000018 5.5000000000000009 6.5000000000000009 538.50000000000011 9.8500000000000032 6.5000000000000009 627.50000000000011 6.5000000000000009 6.5000000000000009 10.65 5.5000000000000009 5.5000000000000009 5.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 -4 9 17 7 -3 16 11 -11 -1 13 15 -15 -10 -2 -6 right_child=8 2 3 -5 5 -7 -8 -9 12 10 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=-0.0010693724034078224 -0.0084930738043891632 0.01494737985010155 -0.031619171890633242 0.0073492461932997055 -0.0074092322617189052 -0.041909740384379376 -0.0033640441527297577 0.041523784715559904 0.015084374448095404 0.018793221365926361 0.00044582582850737854 0.0079041587219504088 0.012175522947570896 -0.00089544743114187931 -0.033347275791680973 -0.013639796732340202 -0.035298792692559575 0.013991929655394204 leaf_weight=961.94204817526042 7.1043894551694375 22.31763970665634 8.0270420387387293 10.865669123828409 6.2754955291748065 7.3994283247739068 6.9222560012713066 8.8920475691556913 9.0823077317327279 24.25464840233326 50.197211541235447 51.600395748391747 9.4885714985430223 10.656664687208831 8.4102167235687375 9.8985537830740196 6.7551804278045893 5.6216155532747507 leaf_count=5968 78 293 59 56 78 118 117 70 86 111 225 518 221 148 148 144 115 44 internal_value=-0.000351415 9.40545e-05 0.00921019 -0.0097133 -0.000378795 -0.0154349 0.0187224 0.0237287 -0.00874557 -9.32425e-05 0.0066591 -0.000600253 -0.00397863 -0.00834393 -0.0164073 0 -0.023391 0.00261635 internal_weight=1225.71 1164.32 57.0247 18.8927 1107.29 19.2965 38.1319 31.2097 61.3959 1087.99 74.4519 1013.54 47.5363 38.0477 19.0669 18.9809 13.8596 11.8971 internal_count=8597 7657 595 115 7062 240 480 363 940 6822 336 6486 747 526 296 230 193 122 is_linear=0 shrinkage=0.05 Tree=162 num_leaves=22 num_cat=0 split_feature=0 2 2 2 0 2 4 0 0 2 2 2 2 5 2 2 3 2 6 0 0 split_gain=2.03967 2.34698 5.07112 3.05663 2.70111 1.73149 3.97532 1.62438 1.39294 1.67625 3.92853 2.3481 3.28584 2.19208 1.24507 3.03047 5.14691 1.51806 1.02696 0.866266 0.476005 threshold=558.50000000000011 2.9500000000000006 4.4500000000000011 3.8500000000000001 544.50000000000011 10.15 5.5000000000000009 556.50000000000011 570.50000000000011 8.1500000000000004 8.7500000000000018 6.0500000000000007 5.7500000000000009 2.5000000000000004 4.6500000000000012 5.5500000000000007 5.5000000000000009 2.9500000000000006 1.5000000000000002 564.50000000000011 547.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 20 -5 7 -7 -4 14 11 -11 12 -10 -13 17 19 -17 -2 -19 -16 -3 right_child=8 2 5 4 -6 6 -8 -9 9 10 -12 13 -14 -15 15 16 -18 18 -20 -21 -22 leaf_value=-0.018078986346950116 -0.01335086316963782 -0.00058922197214418873 0.002511027199618029 0.017281352280716117 0.061323550903978424 -0.029302124209892894 0.0052129533494504115 0.01977589549631836 -0.00034779596848043406 0.035943167069851831 -0.0031915089612522748 -0.014205536547613848 0.016415726495757645 -0.0010235748820211991 -0.01075464903338888 0.0050487556192835951 -0.027492756788098805 -3.6593530022440725e-05 0.020039532514007002 -0.03582686686498409 0.015994129451416518 leaf_weight=11.290237318724392 10.736996889114378 9.5867570675909537 267.76947725284845 9.6532311681658047 6.3638353683054438 12.767064923420547 20.10212981980294 13.521777927875517 585.88810274004936 9.4203460887074488 15.776485010981558 56.530842840671539 29.746045812964439 72.159905113279819 7.4566851928830173 42.625349789857864 15.798492468893526 14.321114316582682 9.8022477552294713 10.972936533391474 6.0741614401340476 leaf_count=89 62 86 3181 95 44 202 412 106 2753 52 80 279 145 388 56 283 113 90 60 71 41 internal_value=0.000162378 0.00334813 0.00411216 0.0228774 0.0376492 0.00213754 -0.00851511 0.00342578 -0.00112534 -0.000357604 0.0120624 -0.000800375 0.000479379 -0.00691754 -0.0063193 -0.00984522 -0.00398128 0.00137233 0.00839503 -0.0270155 0.00611654 internal_weight=1238.36 357.129 345.838 31.678 16.0171 314.16 32.8692 281.291 881.236 769.522 25.1968 744.325 615.634 128.691 111.714 76.8535 58.4238 34.8604 24.1234 18.4296 15.6609 internal_count=8688 4256 4167 266 139 3901 614 3287 4432 3697 132 3565 2898 667 735 523 396 212 150 127 127 is_linear=0 shrinkage=0.05 Tree=163 num_leaves=18 num_cat=0 split_feature=0 0 5 6 1 6 0 0 6 1 0 0 3 0 0 0 1 split_gain=2.31885 2.63098 2.37019 3.29485 2.97035 2.53468 1.84546 1.63645 5.16126 4.84224 3.51387 1.57772 1.45666 1.53674 1.32575 1.26816 0.949914 threshold=597.50000000000011 599.50000000000011 3.5000000000000004 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 697.50000000000011 589.50000000000011 1.5000000000000002 5.5000000000000009 588.50000000000011 461.50000000000006 5.5000000000000009 595.50000000000011 538.50000000000011 658.50000000000011 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 -2 6 5 -5 -4 15 10 12 16 11 -1 13 -9 -13 -3 -10 right_child=1 2 3 4 -6 -7 -8 8 9 -11 -12 14 -14 -15 -16 -17 -18 leaf_value=0.018630404850746667 0.020924224143626154 0.0010558117865774031 0.015659421604160725 0.030668658569460945 0.0026321447801178227 -0.0086862240647645386 0.019127074333729191 -0.00018461673701142544 -0.019747036637926235 0.0037405184696542798 0.025671442773817412 -0.0048642902677555099 -0.014755442345396963 0.019781145460818526 4.3088957366651814e-05 -0.0070825061269337826 -0.045144209172089986 leaf_weight=8.9079447090625745 18.571046128869057 318.01405544579029 15.829864531755446 24.068502232432365 16.150368317961693 28.29212474822998 11.825679674744604 31.822791263461113 9.8708452135324478 11.037831500172613 11.444918319582937 196.30782162025571 9.7780600637197477 12.520532786846159 448.41014287993312 55.286200016736984 12.899806186556816 leaf_count=341 90 1358 75 106 70 125 66 164 52 53 56 2681 53 63 3028 250 67 internal_value=0.000241504 0.00292629 0.00216074 0.00970306 0.0198686 9.10418e-05 0.000475206 -0.00149351 -0.00786888 -0.0229006 -0.00063256 -0.00113929 0.00167552 0.00565446 -0.00144862 -0.000151826 -0.035639 internal_weight=1241.04 488.038 469.467 84.3409 40.2189 44.122 385.126 753.001 87.9299 33.8085 665.071 653.626 54.1214 44.3433 644.718 373.3 22.7707 internal_count=8698 2140 2050 376 176 200 1674 6558 452 172 6106 6050 280 227 5709 1608 119 is_linear=0 shrinkage=0.05 Tree=164 num_leaves=24 num_cat=0 split_feature=2 2 0 1 0 2 4 3 4 2 4 3 4 0 0 4 0 0 5 5 5 2 2 split_gain=1.16732 3.30455 1.73252 1.63379 2.59215 2.38724 1.59599 1.41062 2.5119 1.37706 1.22474 1.17938 1.60663 2.28983 1.55089 1.82814 4.02879 2.18079 1.51783 2.06338 1.38513 2.45425 2.15552 threshold=6.8500000000000005 7.4500000000000011 470.50000000000006 4.5000000000000009 538.50000000000011 8.9500000000000011 6.5000000000000009 5.5000000000000009 5.5000000000000009 9.7500000000000018 5.5000000000000009 4.5000000000000009 6.5000000000000009 576.50000000000011 513.50000000000011 6.5000000000000009 559.50000000000011 545.50000000000011 4.5000000000000009 6.5000000000000009 1.5000000000000002 5.4500000000000011 6.0500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 6 9 5 -5 -4 7 10 -9 -3 -2 12 20 -14 18 17 -17 -16 -13 -20 21 -1 -22 right_child=1 2 3 4 -6 -7 -8 8 -10 -11 -12 14 13 -15 15 16 -18 -19 19 -21 22 -23 -24 leaf_value=0.0010823199412112008 0.0038098711813758603 0.031502368183869499 -0.012079568505934925 -0.011577164187162923 0.0078325648725335838 0.0019344002045526484 -0.0070100426169132663 0.036249557056663724 -0.0010480728971996439 0.00016441302395065385 0.021295548450198425 0.027708777634899623 -0.0043456725964768246 0.027750730362560046 -0.012373458438279724 0.0022418341267506428 -0.033130121774408446 -0.001369714563037574 -0.021068970683557266 0.01949815554314728 -0.0005333199685971673 0.019376641150848195 -0.013244088339016339 leaf_weight=141.36030308157206 38.684736654162407 6.1234667673706991 66.799387930892408 21.780274205841124 68.313283056020737 53.668691254220903 10.001527024433015 13.383047517389061 6.1263661291450253 7.5654261084273458 13.34343460574746 6.8764019813388613 9.1480709314346331 11.514569438993929 50.859503846615553 15.613819910213353 14.855896972119806 358.32073363661766 5.3710332596674544 5.1494751945137978 248.73577416501939 20.227438934147358 37.723064165562391 leaf_count=630 239 181 802 267 429 696 121 115 69 251 104 103 74 54 512 150 89 1968 98 101 1252 97 219 internal_value=-0.000401825 0.00226599 -0.000857943 -0.00202809 0.00300976 -0.00583064 0.0108244 0.013449 0.0248135 0.0157135 0.00870566 -0.00128993 0.000463145 0.0137651 -0.00309574 -0.00369207 -0.0153501 -0.00277646 0.0110843 -0.00080966 -0.000168457 0.00350823 -0.00226481 internal_weight=1231.55 305.79 224.251 210.562 90.0936 120.468 81.5391 71.5376 19.5094 13.6889 52.0282 925.756 468.709 20.6626 457.047 439.65 30.4697 409.18 17.3969 10.5205 448.047 161.588 286.459 internal_count=8621 3274 2626 2194 696 1498 648 527 184 432 343 5347 2326 128 3021 2719 239 2480 302 199 2198 727 1471 is_linear=0 shrinkage=0.05 Tree=165 num_leaves=16 num_cat=0 split_feature=2 4 6 4 3 0 2 1 0 4 2 2 2 3 1 split_gain=2.98787 1.72813 1.67405 3.64774 2.75817 3.90699 2.34159 1.95384 3.33493 2.43323 1.42071 3.04317 2.22423 1.29086 0.10993 threshold=10.850000000000003 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 527.50000000000011 4.6500000000000012 3.5000000000000004 543.50000000000011 6.5000000000000009 7.5500000000000007 7.7500000000000009 7.3500000000000005 4.5000000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 6 -6 -5 8 9 -4 12 -12 -9 -10 -3 right_child=1 14 7 4 5 -7 -8 10 13 -11 11 -13 -14 -15 -16 leaf_value=-0.021797424326670888 0.00048718187316569003 0.037187105227380716 0.0047689042453650616 0.017858363816247391 0.013051640595585008 -0.0036278626727234854 0.0035102072417812556 -0.0018664602137434903 0.0045210922950314749 -0.02154314063321501 0.023554458723484259 0.00018503159377512542 -0.022028978594775525 0.024997700271315364 0.016869113870101673 leaf_weight=12.596655771136282 8.1038724286481756 6.7105957577005011 28.828129813075066 56.475943077355623 46.559512385167181 132.75317867472768 59.566609228029847 714.17005443759263 13.276995852589605 11.395420336164532 15.658687150105832 87.925374042242765 13.015749918296931 22.250789374113083 5.2726430781185627 leaf_count=65 121 165 418 279 826 982 417 3850 72 195 127 787 106 139 85 internal_value=0.000636438 0.0193001 0.000308006 0.00348969 0.00465495 0.000723696 0.0106288 -0.000769981 0.00685298 -0.00290583 -0.00147847 0.00395701 -0.00226397 0.0178156 0.0306201 internal_weight=1234.56 20.0871 1214.47 307.952 295.355 179.313 116.043 906.521 75.7513 40.2236 830.77 103.584 727.186 35.5278 11.9832 internal_count=8634 371 8263 2569 2504 1808 696 5694 824 613 4870 914 3956 211 250 is_linear=0 shrinkage=0.05 Tree=166 num_leaves=22 num_cat=0 split_feature=0 0 2 5 2 5 2 0 0 6 2 6 0 0 2 4 2 2 0 2 0 split_gain=0.994713 2.3276 2.02558 5.86075 3.36748 2.7974 1.92446 2.55868 1.81485 1.64849 1.62676 1.51322 2.19924 1.57341 1.44336 1.37327 2.35752 1.7569 1.03939 0.723041 0.028814 threshold=633.50000000000011 624.50000000000011 1.9500000000000002 1.5000000000000002 1.2500000000000002 1.0000000180025095e-35 4.8500000000000005 660.50000000000011 670.50000000000011 1.5000000000000002 4.3500000000000005 1.5000000000000002 628.50000000000011 629.50000000000011 4.2500000000000009 6.5000000000000009 5.7500000000000009 11.050000000000002 548.50000000000011 5.7500000000000009 651.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 5 -2 7 9 -9 -4 14 12 -3 -13 18 17 -17 -12 -1 -8 -5 right_child=2 11 6 20 -6 -7 19 8 -10 -11 15 13 -14 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.011184046971296378 0.0091850737537245448 -0.0034094101500052086 0.0077017703443708237 0.01211072713094654 -0.033196877193248146 -0.019755084470726377 -0.011472313429520358 -0.015273653268402044 0.0097458338030109344 0.024100010227866002 0.0034262726211070193 -0.010691106820448628 -0.030174360758247937 0.011382305624603501 -0.016762975023862984 -0.020616056397126416 0.00028148459655735037 -0.016979912063223079 -0.00040756025580638671 0.003741044405176508 0.021279466981105114 leaf_weight=23.623825853690505 17.6422518491745 16.595391333103183 30.90461502969265 12.301098778843881 13.43834652006626 14.033492073416712 12.939494490623476 11.97997558116913 15.322816267609594 35.230197593569756 586.3252700548619 17.440035179257396 14.620548605918883 13.302327275276182 15.183395013213156 15.589367682114242 69.871809936128557 9.6878585871309024 260.7419241219759 16.297589093446732 10.754479214549063 leaf_count=215 87 71 127 51 57 63 54 49 71 143 4625 71 61 54 92 139 1007 184 1298 67 53 internal_value=0.0008628 0.000248824 0.00417338 -0.00265796 -0.0131211 -0.00369563 0.00800075 0.0114859 -0.00120738 0.0167405 0.000850741 -0.00906443 -0.016648 -0.000924661 -0.00220713 0.00220345 -0.00366706 0.00305832 -0.0013564 -0.00298333 0.0173022 internal_weight=1233.83 1042.98 190.844 68.1697 45.1141 31.6757 122.675 93.4376 27.3028 66.1348 981.023 61.9583 31.2159 30.7424 299.549 681.474 85.4612 596.013 284.366 29.2371 23.0556 internal_count=8639 7817 822 311 207 150 511 390 120 270 7560 257 132 125 1605 5955 1146 4809 1513 121 104 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=13 num_cat=0 split_feature=2 2 5 1 5 6 4 1 2 5 2 3 split_gain=0.911652 2.95406 1.34869 2.01473 1.01209 1.30217 2.47139 1.12467 2.39762 2.37393 0.926072 0.798811 threshold=10.850000000000003 11.850000000000003 8.5000000000000018 4.5000000000000009 7.5000000000000009 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 5.4500000000000011 6.5000000000000009 8.1500000000000004 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 4 10 7 -6 -7 9 -9 -1 -4 -2 right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12 -13 leaf_value=-0.00037921601279455408 0.0347628875092428 -0.016601407476664016 -0.032001599920286991 0.0095329585749437742 0.025041643132565534 0.016035766810378098 -0.02100134887730026 -6.7163436162537477e-05 0.0094890603199523915 -0.012099970780282035 -0.0052996525350449339 0.0092930460517930812 leaf_weight=782.21983528323472 6.3712210264056948 6.1491954382508984 8.5668544750660676 6.5084846187382928 8.2412941902875918 10.416000636294486 6.4159187115728846 254.57263306155801 86.960681822150946 44.816097707487643 6.3941117208451024 8.2952927956357581 leaf_count=5481 72 172 169 79 114 90 93 1178 465 463 137 143 internal_value=0.00013342 0.0102651 -4.43293e-05 -0.0121838 0.000179847 0.00992349 0.00125169 -3.32463e-05 0.00237203 -0.00103423 -0.0219499 0.0221891 internal_weight=1235.93 20.8157 1215.11 21.4695 1193.64 25.0732 16.8319 1168.57 341.533 827.036 14.961 14.6665 internal_count=8656 387 8269 385 7884 297 183 7587 1643 5944 306 215 is_linear=0 shrinkage=0.05 Tree=168 num_leaves=15 num_cat=0 split_feature=2 2 6 2 1 1 2 2 4 2 6 2 1 6 split_gain=0.812693 2.19677 1.63365 1.14139 5.94126 0.873917 1.89899 2.24401 2.13769 0.856485 1.78638 1.31213 0.153574 0.048766 threshold=1.0500000000000003 0.15000000000000005 1.5000000000000002 1.4500000000000002 5.5000000000000009 3.5000000000000004 5.9500000000000011 8.5500000000000025 4.5000000000000009 6.8500000000000005 1.5000000000000002 5.2500000000000009 5.5000000000000009 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 6 8 -8 -5 11 -11 -7 -3 -4 right_child=3 12 13 5 -6 9 7 -9 -10 10 -12 -13 -14 -15 leaf_value=0.014866751248144273 0.034553452888847952 -0.017396370158032283 -0.007702476393871345 -0.011099142994181854 -0.013956168359296573 0.00096841583782465853 -0.015354323692170081 0.00076468731294119683 0.012524887377911485 0.0059733334934575491 -0.0031422798693595665 -0.00345960161377556 -0.0090068894340409583 -0.0020188902185172279 leaf_weight=16.037524692714214 11.78472124040127 18.787924587726593 11.763992354273798 13.282663648948072 11.479573905467985 514.10479641705751 47.799780590459704 37.548918871209025 27.650607479736209 161.06199206598103 78.85360686480999 246.27955991122872 18.90082485973835 11.022409647703169 leaf_count=78 51 89 54 84 49 2713 639 697 239 1543 611 1633 84 52 internal_value=-0.000239703 -0.00519626 0.003031 8.99986e-05 0.010822 -0.000136588 -0.00404212 -0.00827818 0.00465788 0.000355013 0.00295592 -0.00046186 -0.0136599 -0.00536383 internal_weight=1226.36 76.5127 38.8239 1149.85 23.2643 1126.58 126.282 85.3487 40.9333 1000.3 239.916 760.384 37.6887 22.7864 internal_count=8616 357 184 8259 100 8159 1659 1336 323 6500 2154 4346 173 106 is_linear=0 shrinkage=0.05 Tree=169 num_leaves=11 num_cat=0 split_feature=0 0 0 0 0 2 6 2 2 4 split_gain=1.65359 1.45196 1.19527 1.75977 1.20176 1.05488 0.72395 1.07518 0.367432 0.307641 threshold=670.50000000000011 464.50000000000006 478.50000000000006 490.50000000000006 540.50000000000011 8.9500000000000011 1.5000000000000002 1.3500000000000003 8.8500000000000032 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 9 5 8 -5 -3 -2 -8 -4 -1 right_child=6 2 3 4 -6 -7 7 -9 -10 -11 leaf_value=-0.0050255412316360121 0.018306849828610753 -0.00114690952785915 -0.0066669448803539609 0.0043636017904654361 -1.0819746704645679e-05 0.024823023454264865 0.015507950574858815 -0.0040874852651163907 -0.027379889551934985 -0.023421872775709288 leaf_weight=5.5279856892302615 16.814018957316875 5.8849962037056676 5.7628813683986646 185.9475673744455 966.26266998797655 8.5419355370104295 11.485624536871912 14.602124422788618 5.3269091360270977 6.255935943685472 leaf_count=182 88 119 163 2186 5261 151 60 66 149 218 internal_value=0.000850617 0.000494065 0.0006795 0.000491266 0.000693975 0.0145177 0.0103862 0.00460921 -0.0184716 -0.0162512 internal_weight=1232.41 1189.51 1177.73 1163.3 1152.21 14.4269 42.9018 26.0877 11.0898 11.7839 internal_count=8643 8429 8029 7759 7447 270 214 126 312 400 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=21 num_cat=0 split_feature=1 0 4 3 4 5 5 1 1 0 0 0 0 0 4 4 6 6 0 0 split_gain=1.16799 2.84311 1.54778 1.15983 2.1923 2.07823 2.22623 1.44985 3.13235 1.2309 1.02186 3.21969 2.08302 5.30375 1.82531 1.52091 1.51907 0.613066 0.565483 0.235735 threshold=6.5000000000000009 653.50000000000011 3.5000000000000004 3.5000000000000004 4.5000000000000009 3.5000000000000004 2.5000000000000004 5.5000000000000009 4.5000000000000009 637.50000000000011 599.50000000000011 603.50000000000011 575.50000000000011 576.50000000000011 4.5000000000000009 4.5000000000000009 3.5000000000000004 1.5000000000000002 616.50000000000011 574.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 17 -3 4 7 6 -6 8 -1 -9 12 14 15 -14 -12 -5 -13 18 -2 -7 right_child=1 2 -4 10 5 19 -8 9 -10 -11 11 16 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.013037832057768501 -0.0048874798608253087 0.027306305016183779 0.0039471044072852809 -0.0059709924029305557 -0.013527671262515749 -0.01549376584130349 0.0097971582018837496 -0.0019932429987115042 -0.012914152946827238 0.015098929147843691 -0.028266346652778634 -0.0025575807856674337 0.03883603116149402 0.0025126037991751657 -0.0037107037245127845 0.00017373132076509414 0.011210334675021413 -0.0096274826770718965 0.0085314823336874422 -0.030089181282532625 leaf_weight=15.078136362135409 14.564249575138094 15.383113123476507 14.202246151864527 138.91264279000461 27.923402778804302 11.820960095152261 14.718989372253416 19.724937692284584 40.527305215597153 20.107175067067146 17.86836010217667 244.39564061164856 9.6355582624673826 198.49649381637573 14.077818125486372 353.93041839916259 20.739125579595566 18.358375146985054 14.51754681766033 11.885442614555357 leaf_count=79 69 76 67 1140 137 100 78 86 186 88 87 1056 55 1073 69 3979 87 79 61 63 internal_value=-0.00107302 0.00483576 0.016752 -0.00147355 -0.00539297 -0.0123034 -0.005322 -0.000459157 -0.0056826 0.00667087 -0.000828444 -0.00328168 0.000207335 0.00439578 -0.0180382 -0.00155668 -0.00142378 -0.00268485 0.00170594 -0.0239354 internal_weight=1236.87 77.0255 29.5854 1159.84 161.786 66.3488 42.6424 95.4376 55.6054 39.8321 998.056 297.081 700.975 208.132 31.9462 492.843 265.135 47.4402 29.0818 23.7064 internal_count=8715 352 143 8363 817 378 215 439 265 174 7546 1299 6247 1128 156 5119 1143 209 130 163 is_linear=0 shrinkage=0.05 Tree=171 num_leaves=13 num_cat=0 split_feature=2 0 0 0 5 3 2 0 5 2 0 2 split_gain=1.64863 1.37138 2.06813 4.49759 1.3752 1.33663 1.34577 1.27249 1.00091 2.71425 1.95847 0.616414 threshold=2.4500000000000006 667.50000000000011 646.50000000000011 637.50000000000011 1.0000000180025095e-35 7.5000000000000009 11.550000000000002 581.50000000000011 6.5000000000000009 6.7500000000000009 478.50000000000006 1.4500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 -3 6 8 -1 10 -10 -2 -4 right_child=5 4 11 -5 -6 -7 -8 -9 9 -11 -12 -13 leaf_value=-0.0035445201887503589 0.0204253480650484 0.0060180268830418836 0.010338574625422273 -0.020280505445797192 -0.013579860827815902 0.016880001976642304 -0.019894537273110136 0.0097453214603936082 -0.013938797356162103 0.0027545731562663416 -0.00031394531723076508 0.026093370839046566 leaf_weight=21.281971465796232 10.524032998830078 15.551395080983637 17.917426973581318 16.20166851580143 18.191022850573063 9.8666235608980042 8.0996870296075922 89.919220328330994 46.50927403010428 48.578975519165397 922.69327141717076 13.287430211901663 leaf_count=135 232 81 76 66 91 180 189 389 443 704 6026 55 internal_value=0.0002321 0.00447676 0.00643193 0.00349057 -0.00449032 -0.000547007 -0.000733844 0.00714839 -0.000558882 -0.00541849 -5.30998e-05 0.0178043 internal_weight=1238.62 192.35 158.608 127.403 33.7424 1046.27 1036.41 111.201 1028.31 95.0882 933.217 31.2049 internal_count=8667 893 721 590 172 7774 7594 524 7405 1147 6258 131 is_linear=0 shrinkage=0.05 Tree=172 num_leaves=27 num_cat=0 split_feature=2 2 2 0 0 6 0 1 0 1 0 0 2 0 5 5 2 6 2 2 2 2 2 3 3 0 split_gain=1.25101 4.44268 3.04218 2.68658 4.35935 3.09912 2.49418 2.85578 2.32329 4.20252 3.21933 3.2182 2.31893 4.04702 2.05324 2.91275 2.35263 1.8756 3.51656 2.81054 2.53193 1.84506 3.95807 1.83323 1.62845 0.447863 threshold=5.1500000000000012 4.4500000000000011 6.0500000000000007 572.50000000000011 590.50000000000011 1.5000000000000002 532.50000000000011 4.5000000000000009 589.50000000000011 5.5000000000000009 598.50000000000011 585.50000000000011 6.1500000000000012 574.50000000000011 5.5000000000000009 6.5000000000000009 6.3500000000000005 1.5000000000000002 5.7500000000000009 5.8500000000000005 5.3500000000000005 5.7500000000000009 5.4500000000000011 5.5000000000000009 4.5000000000000009 574.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 17 6 5 -5 -1 -8 11 10 -10 23 13 -4 16 -16 -14 18 20 -20 -2 22 -19 -3 -6 -23 right_child=2 8 12 4 24 -7 7 -9 9 -11 -12 -13 14 -15 15 -17 -18 21 19 -21 -22 25 -24 -25 -26 -27 leaf_value=-0.013268231475296287 0.011288951307468513 -0.013389136328171234 0.0045281712441610404 -0.0034072706871780393 -0.0011281550240291162 -0.025158377616545907 0.022585398848821596 0.0017242048832502013 -0.030289915127405143 -0.03604548502604088 0.0026843315761792639 0.027243047545736605 0.016232128908022683 -0.041113946088640892 -0.015747544158556368 0.001005723404979677 0.0010569088834863245 0.0039949038835005611 0.036127271403996741 0.005380842634260751 -0.010097374951552829 -0.0066836574837556145 0.036023936071347955 0.0044145689412533771 0.0059351352734016176 0.0078510406231844382 leaf_weight=9.6695657037198526 18.825829669833183 41.415374100208282 9.4523651544004696 41.311809003353119 234.69265545159578 27.283674232661724 34.208586793392897 32.097549147903919 9.3031049221754056 18.997939839959145 25.034031793475151 6.4830469489097586 27.160600250586867 8.2841540277004224 41.543780097737908 64.920790142379701 289.24954221025109 19.166696257889271 10.800920762121676 22.619092889130116 44.287919517606497 7.7612900398671654 19.887705497443676 20.796312928199768 123.28421598672867 11.955362424254416 leaf_count=112 134 311 91 222 1026 144 231 208 51 85 114 34 184 42 526 996 2447 117 77 163 312 64 114 178 558 56 internal_value=0.000112823 -0.0014453 0.00175395 0.000628951 -0.000909772 -0.0123677 0.00923279 0.0127368 -0.00996388 -0.0177239 -0.00671238 -0.00369932 -0.000360422 -0.0175795 0.000389766 -0.00557078 0.00242234 0.00774849 0.00333166 0.0162239 -0.00356361 0.0147425 0.0209221 -0.00738287 0.00130021 0.00184178 internal_weight=1220.49 624.578 595.916 502.548 426.572 68.5955 75.9757 66.3061 122.03 53.3351 34.3371 68.6947 440.611 17.7365 422.875 106.465 316.41 155.305 96.5338 33.42 63.1137 58.7711 39.0544 62.2117 357.977 19.7167 internal_count=8597 3274 5323 2501 1950 366 551 439 773 250 165 523 4286 133 4153 1522 2631 1037 686 240 446 351 231 489 1584 120 is_linear=0 shrinkage=0.05 Tree=173 num_leaves=21 num_cat=0 split_feature=0 0 0 1 3 1 0 2 0 2 0 0 0 6 2 2 2 0 4 2 split_gain=1.85629 2.86759 2.17344 2.86529 2.22924 1.45095 4.29413 1.41137 3.52192 2.26298 3.43645 1.96961 1.36642 1.22625 2.4114 1.19737 1.01566 0.971214 0.867253 0.280279 threshold=565.50000000000011 566.50000000000011 558.50000000000011 4.5000000000000009 5.5000000000000009 5.5000000000000009 542.50000000000011 7.3500000000000005 585.50000000000011 6.5500000000000007 590.50000000000011 574.50000000000011 563.50000000000011 2.5000000000000004 7.1500000000000012 5.4500000000000011 8.5500000000000025 610.50000000000011 3.5000000000000004 5.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 19 13 -7 9 11 17 -11 -9 15 18 -15 -5 -10 -3 -1 -4 right_child=1 7 3 12 -6 6 -8 8 16 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 leaf_value=-0.0092974419770132499 0.025322434775796543 -0.00092229426432649498 -0.0039523434550514701 -0.024070148385057669 -0.045797530073723641 -0.042483567575722775 0.0053657715659173912 -0.0038556201395413044 -0.00091100510199846002 0.021840665565830447 -0.0012768681641409652 -0.029368220049204016 0.010054174667637025 -0.022474062388644338 0.0053280167400049285 0 0.016983147619105569 0.0028298286634808414 0.0013279443119808105 -0.018545674463404993 leaf_weight=19.494587205350399 11.544093184173105 338.74113308638334 7.9957384020090121 7.7383875995874432 7.4873363748192778 6.9797721002250936 10.535525649785994 15.145576402544977 20.732909142971039 32.586993850767612 29.893435180187225 16.039442829787731 13.274046719074247 16.022442195564512 13.386591555550693 11.654016070067881 11.295472905039786 346.71626395732164 291.42473025154322 7.9307272434234619 leaf_count=185 63 1797 55 57 61 78 80 95 101 182 133 107 80 147 146 90 50 1486 3642 64 internal_value=0.000199342 0.00157673 -0.00252344 -0.011594 -0.0245713 -0.00105965 -0.0146966 0.00120187 -0.00589678 0.00181557 0.0108556 -0.0176377 -0.00169041 -0.000302157 -0.00989546 -0.0100736 0.00557148 0.000969669 0.000618033 -0.012181 internal_weight=1236.62 822.695 413.924 56.0803 23.4138 357.844 17.5153 811.151 63.2134 747.938 62.4804 31.185 32.6665 340.328 29.409 19.3924 32.0284 685.457 310.919 15.9265 internal_count=8699 4014 4685 407 180 4278 158 3951 353 3598 315 202 227 4120 293 147 151 3283 3827 119 is_linear=0 shrinkage=0.05 Tree=174 num_leaves=13 num_cat=0 split_feature=0 0 0 3 0 2 2 2 2 2 2 0 split_gain=1.44239 2.61304 1.95864 1.37786 1.11034 1.75052 2.00532 1.06474 2.93986 0.966204 0.773323 0.229941 threshold=643.50000000000011 667.50000000000011 642.50000000000011 3.5000000000000004 461.50000000000006 11.250000000000002 8.9500000000000011 1.3500000000000003 2.8500000000000001 1.3500000000000003 3.6500000000000008 676.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 4 9 -1 6 -6 -2 -9 -3 -10 -5 right_child=1 3 -4 11 5 -7 -8 8 10 -11 -12 -13 leaf_value=0.015397764575761072 -0.00014059878916210133 -0.00087535223895126484 -0.02599979225564529 -0.001623675622751793 -0.001428256847861081 -0.021115615187501921 0.0066962488210468548 0.026681215997922687 -0.0055804073994024823 -0.021594586233187746 0.0088166981371385674 0.0074238993963249098 leaf_weight=9.3754100855439884 20.016571015119553 10.303882084786894 6.8178170621395102 11.317858383059503 998.51388254016638 9.7445202665403468 81.064117478206754 23.25373263657093 12.179138839244841 13.258819133043287 29.557891726493835 13.943980902433394 leaf_count=349 85 59 28 52 6666 174 884 96 50 60 120 70 internal_value=-0.000439593 0.00443644 -0.00103787 -0.00465365 -0.000854926 -0.00101339 -0.000807939 0.00970893 0.0127744 -0.0131422 0.00446626 0.00327252 internal_weight=1239.35 133.832 1105.52 48.8245 1098.7 1089.32 1079.58 85.0073 64.9908 23.5627 41.737 25.2618 internal_count=8693 592 8101 241 8073 7724 7550 351 266 119 170 122 is_linear=0 shrinkage=0.05 Tree=175 num_leaves=8 num_cat=0 split_feature=0 0 0 3 0 0 3 split_gain=1.29486 1.22186 1.60489 1.04256 1.97251 1.0628 0.513272 threshold=691.50000000000011 671.50000000000011 667.50000000000011 2.5000000000000004 616.50000000000011 648.50000000000011 3.5000000000000004 decision_type=2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -5 -3 right_child=-2 6 -4 5 -6 -7 -8 leaf_value=-0.0059968405932148269 -0.013901194238467043 0.0022748495944943637 -0.020748740791047857 -0.00054890431828021177 0.02187673843746455 0.0064479111538587102 0.017242859848615535 leaf_weight=10.103359885513784 15.773355089128016 11.570465072989466 8.3775942921638471 1098.9624812249094 13.819452881813048 56.046128362417221 13.315659955143927 leaf_count=52 82 57 36 8030 57 231 65 internal_value=-0.000102227 8.45173e-05 -0.000145503 1.41283e-05 0.0101359 -0.000199779 0.0108336 internal_weight=1227.97 1212.2 1187.31 1178.93 23.9228 1155.01 24.8861 internal_count=8610 8528 8406 8370 109 8261 122 is_linear=0 shrinkage=0.05 Tree=176 num_leaves=15 num_cat=0 split_feature=5 0 5 6 0 0 6 0 2 5 2 2 2 5 split_gain=1.13245 2.43674 1.60559 4.16164 7.2036 3.16443 2.63926 1.68036 1.17551 3.36949 2.36177 1.15906 0.863651 2.42301 threshold=8.5000000000000018 545.50000000000011 6.5000000000000009 1.5000000000000002 570.50000000000011 573.50000000000011 1.0000000180025095e-35 552.50000000000011 10.550000000000002 4.5000000000000009 10.050000000000002 1.0500000000000003 10.050000000000002 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 8 4 6 7 -4 -5 10 -10 11 -1 13 -2 right_child=1 -3 3 5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=-0.007082577287891436 0.0099764943251411959 -0.033477977945836672 -0.0077233490612323447 -0.0095266031327111006 0.046210987986696477 -0.033379106800854978 0.016277972756111852 0.021710121619844893 0.0043683618381557265 -0.039426059000246913 0.022864394041722063 -0.0006580734055371244 0.014021115688854172 -0.029894649959786648 leaf_weight=74.725105747580528 7.6230727881193214 7.3239375352859488 22.874100028537214 9.9251488037407416 12.131926476955412 8.564824625849722 20.866965222172439 6.0511852949857703 9.7995112994685787 6.4805341530591241 9.3583406023681146 1021.1379986694083 5.6082666218280783 5.7915610671043396 leaf_count=350 154 73 336 122 64 44 276 38 138 137 115 6548 112 127 internal_value=-0.000825506 -0.0108977 -0.000591685 0.00617999 0.0136867 -0.0105815 0.0037228 0.00259199 -0.00108676 -0.0140481 -0.000878787 -0.00110677 -0.000716581 -0.00777011 internal_weight=1228.26 26.3468 1201.92 80.4142 55.873 24.5412 43.7411 15.9763 1121.5 16.28 1105.22 1095.86 19.0229 13.4146 internal_count=8634 466 8168 880 676 204 612 160 7288 275 7013 6898 393 281 is_linear=0 shrinkage=0.05 Tree=177 num_leaves=16 num_cat=0 split_feature=2 2 0 0 0 0 2 2 0 3 4 2 6 0 0 split_gain=1.23494 2.24607 2.16923 0.992015 3.30646 2.36344 1.65298 3.35755 1.58848 1.73008 1.38691 4.56118 2.984 0.584821 0.360272 threshold=10.350000000000003 10.850000000000003 500.50000000000006 502.50000000000006 490.50000000000006 509.50000000000006 8.1500000000000004 6.9500000000000011 482.50000000000006 5.5000000000000009 4.5000000000000009 9.2500000000000018 2.5000000000000004 516.50000000000011 506.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 13 -3 4 8 14 7 -6 9 -1 11 -7 -12 -2 -5 right_child=1 2 -4 5 6 10 -8 -9 -10 -11 12 -13 -14 -15 -16 leaf_value=0.021761418607614613 -0.037137569801128832 -0.014884687295012536 0.016964265527037919 -0.030201452018115527 0.0064434606698511396 0.0012521027588214308 0.002991995724052331 0.057632330457590281 -0.026844375186287059 -0.0079828722605773603 -0.0030992154824059891 0.034536885907851408 0.0069292161785642894 -0.011096342488110554 -0.0091050080096125377 leaf_weight=6.2878660913556876 5.7187454337254184 9.7846838450059312 9.574222803115843 5.8432205617427808 7.1726969759911317 550.90833371505141 8.593963108956812 5.6969116888940334 5.2803805666044346 13.697709531523286 495.020727051422 9.5091382563114148 86.036510586738586 6.0443200618028641 5.8982365354895592 leaf_count=122 125 273 105 106 105 2883 146 92 166 347 3448 61 506 50 95 internal_value=-9.21186e-05 -0.00976985 0.000680649 0.000162647 0.00722814 -0.000125336 0.0212488 0.031985 -0.00484766 0.00172806 0.000109253 0.00188629 -0.00159637 -0.0260662 -0.0215426 internal_weight=1231.07 31.122 19.3589 1199.95 46.7295 1153.22 21.4636 12.8696 25.266 19.9856 1141.47 560.417 581.057 11.7631 11.7415 internal_count=8630 553 378 8077 978 7099 343 197 635 469 6898 2944 3954 175 201 is_linear=0 shrinkage=0.05 Tree=178 num_leaves=23 num_cat=0 split_feature=1 0 5 2 2 2 0 0 2 0 5 6 2 4 0 2 2 2 1 2 0 0 split_gain=1.9253 3.1018 5.0319 2.85136 4.0923 2.3459 3.15074 3.00212 2.18657 2.02373 1.8328 3.56085 3.44269 3.24223 1.55472 1.50015 1.36438 1.26944 0.830448 1.77021 1.62323 0.272959 threshold=4.5000000000000009 579.50000000000011 2.5000000000000004 8.2500000000000018 6.1500000000000012 5.5500000000000007 564.50000000000011 564.50000000000011 9.4500000000000011 611.50000000000011 4.5000000000000009 2.5000000000000004 4.3500000000000005 4.5000000000000009 601.50000000000011 10.65 7.1500000000000012 3.9500000000000006 6.5000000000000009 3.5500000000000003 630.50000000000011 545.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 -4 -7 10 14 18 12 -12 -13 16 21 -3 -11 20 -20 -2 -10 right_child=8 9 5 -5 -6 7 -8 -9 15 17 11 13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.019810060465937768 0.0028863948993751421 -0.0046335324961496241 0.01819834181135906 -0.036466925848006447 0.0093417227099516064 -0.0012058090768105429 -0.0046370271152380909 0.017809692354300619 -0.032373829281091844 -0.0068007894398408172 -0.0080829734789219267 0.0026978137718293286 0.010165028828662786 0.042180734855779216 -0.02411201387035523 0.0055894531335484565 -0.024350854412141298 0.012482544090349636 0.013365790103522414 -0.0027232405030380791 -0.0032256192719943956 -0.012058705721016211 leaf_weight=25.84129748120904 420.0792986433953 53.408959686756134 51.5151392724365 9.2105061104521138 20.745078386738896 167.83297988213599 20.278197355568409 22.630213223397732 5.5938054975122231 17.119863986968994 35.650382176041603 9.1742283329367655 85.828076798468828 12.456179283559321 20.877429842948914 5.7025373177602878 9.9959109574556333 14.970425218343733 42.470020949840546 26.962802842259407 144.84507409483194 6.2692484706640244 leaf_count=188 2304 290 483 112 181 2428 122 144 65 71 198 50 651 73 99 60 58 64 197 119 614 39 internal_value=0.00125942 -0.00140759 0.00113884 -0.0123411 -0.00680008 0.00406177 0.0117047 0.00110865 0.00272297 -0.00836015 0.00312952 0.0082327 0.00474668 0.0265148 -0.0123985 -0.0142016 -0.00814947 0.00214934 0.00195925 0.007097 0.00130753 -0.0237987 internal_weight=1229.46 434.426 318.053 55.7969 46.5864 262.257 71.7933 190.463 795.032 116.373 777.466 143.109 121.478 21.6304 84.2823 17.5656 63.4049 32.0903 634.357 69.4328 564.924 11.8631 internal_count=8610 4240 3658 481 369 3177 605 2572 4370 582 4206 972 849 123 447 164 348 135 3234 316 2918 104 is_linear=0 shrinkage=0.05 Tree=179 num_leaves=14 num_cat=0 split_feature=0 0 6 3 1 5 3 0 5 4 5 1 5 split_gain=1.03985 1.98263 1.7505 5.07663 2.19934 1.58177 1.06763 1.6274 4.72124 2.43535 1.30973 4.09437 1.75164 threshold=655.50000000000011 653.50000000000011 1.5000000000000002 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 599.50000000000011 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 -2 5 -4 7 9 -9 -1 11 -8 -12 right_child=2 -3 4 -5 -6 -7 10 8 -10 -11 12 -13 -14 leaf_value=0.0093183806842235244 -0.01606089019627412 0.023582036295516088 -0.0031793005283498039 0.020511270256377095 0.0039461739293461416 -0.026883631063963145 0.019820395379308131 -0.00062952005426625366 0.022410213122755984 -0.010107241546366894 -0.0064684732111798485 -0.011089591675289773 -1.4233284831374297e-05 leaf_weight=26.42461684346199 17.370571225881577 8.1119992733001691 11.628949627280234 18.562414549291134 14.602849587798117 20.644782975316048 26.726910658180714 56.970798417925835 34.997662097215652 37.936717955395579 119.74680172838271 16.414152160286903 824.62781561911106 leaf_count=148 82 33 52 87 70 88 137 238 150 257 635 73 6645 internal_value=-3.92573e-05 0.000347589 -0.00542024 0.00274016 -0.0117066 -0.0188449 0.000157991 0.00398673 0.00823098 -0.00203469 -0.000446484 0.0079618 -0.000843897 internal_weight=1234.77 1151.96 82.8096 35.933 46.8766 32.2737 1143.85 156.33 91.9685 64.3613 987.516 43.1411 944.375 internal_count=8695 8316 379 169 210 140 8283 793 388 405 7490 210 7280 is_linear=0 shrinkage=0.05 Tree=180 num_leaves=9 num_cat=0 split_feature=0 0 0 0 0 0 3 6 split_gain=1.09336 2.00346 1.28429 0.995309 1.34165 3.85665 3.13444 1.15855 threshold=676.50000000000011 667.50000000000011 691.50000000000011 473.50000000000006 498.50000000000006 509.50000000000006 6.5000000000000009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 left_child=1 3 -2 7 6 -6 -5 -1 right_child=2 -3 -4 4 5 -7 -8 -9 leaf_value=0.00074412145836610249 0.018496090914202956 -0.016579261653679841 -0.00046311704723985339 0.017720527773872792 -0.020228614506327795 1.2971817371405458e-05 -0.016930958217772459 -0.022956820439715926 leaf_weight=9.3410198912024516 15.578157648444174 18.239612251520157 18.190054729580879 26.239761151373386 23.03262547403574 1106.9779147207737 7.575281484052538 9.386955611407755 leaf_count=290 78 83 94 511 372 6785 194 257 internal_value=-0.000312611 -0.000569145 0.00841987 -0.000304182 -0.000110969 -0.000412705 0.00955091 -0.0114435 internal_weight=1234.56 1200.79 33.7682 1182.55 1163.83 1130.01 33.815 18.728 internal_count=8664 8492 172 8409 7862 7157 705 547 is_linear=0 shrinkage=0.05 Tree=181 num_leaves=17 num_cat=0 split_feature=5 2 3 2 3 2 0 0 0 3 0 0 0 0 2 2 split_gain=1.25463 2.53348 1.68236 2.67915 2.08338 1.4043 2.36482 2.79037 3.82913 3.4302 1.53795 3.08843 1.74099 1.64352 1.41972 1.3112 threshold=6.5000000000000009 2.8500000000000001 6.5000000000000009 8.4500000000000011 3.5000000000000004 2.6500000000000008 570.50000000000011 595.50000000000011 610.50000000000011 4.5000000000000009 508.50000000000006 474.50000000000006 503.50000000000006 512.50000000000011 3.1500000000000008 3.7500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 4 -4 -3 6 -1 9 -9 -8 11 -7 -13 -12 -15 -6 right_child=1 2 3 -5 15 10 7 8 -10 -11 13 12 -14 14 -16 -17 leaf_value=-0.023320804419511957 0.036755187966144624 -0.021068721725218915 -0.03111073378769838 0.0083707849541718917 -0.013729671978115183 0.015799085429312323 0.031424722653660558 -0.022064809324314257 -0.0014780715282912229 -0.0026098286556562825 0.020859069290984373 -0.0091395289810266341 -0.038045697019261839 0.0078105469795848193 0.00033471723168875493 0.010169825295420713 leaf_weight=13.510370641946791 5.1695223897695533 5.4260725863277903 7.3767263432964665 7.8520666602998972 5.1756307743489733 9.1939891381189209 11.751638874411585 26.035281345248222 142.66454462707043 16.750476956367493 9.5186185874044877 27.29494967404753 6.0882801860570899 68.257413104176521 791.49263371899724 75.712637321092188 leaf_count=94 30 45 135 188 35 257 58 120 622 83 121 553 110 321 4944 923 internal_value=0.000370435 0.00552609 0.00354454 -0.0111843 0.0062988 -0.000119704 -0.0037923 -0.00231826 -0.00479597 0.0118429 0.000726719 -0.008427 -0.0155099 0.00118999 0.000942433 0.00843057 internal_weight=1229.27 106.713 101.543 15.2288 86.3143 1122.56 210.712 197.202 168.7 28.5021 911.846 42.5772 33.3832 869.269 859.75 80.8883 internal_count=8639 1356 1326 323 1003 7283 977 883 742 141 6306 920 663 5386 5265 958 is_linear=0 shrinkage=0.05 Tree=182 num_leaves=11 num_cat=0 split_feature=4 4 5 0 0 0 2 0 0 2 split_gain=0.98322 0.947851 2.14602 1.08188 2.99851 2.1312 2.94475 1.23024 0.336463 0.327044 threshold=1.5000000000000002 7.5000000000000009 4.5000000000000009 495.50000000000006 498.50000000000006 482.50000000000006 9.4500000000000011 507.50000000000006 504.50000000000006 6.8500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=-1 3 9 5 -5 6 -2 -6 -4 -3 right_child=1 2 8 4 7 -7 -8 -9 -10 -11 leaf_value=-0.012975100474827 0.01577441263005163 0.002574003971772815 0.033197803673140285 0.028001638313636751 -0.012560181331159648 -0.025522550194996468 -0.017060273992228436 0.00088294790586664409 0.011765884121930501 -0.013432314168586723 leaf_weight=11.962397471070288 13.511775465682151 5.2959497105330247 5.9300673799589259 9.1426147371530515 16.24266654625535 10.593431751243768 11.889354052022098 1130.0309832282364 6.1677616704255342 5.0838823486119509 leaf_count=58 313 44 142 105 277 317 328 6892 67 68 internal_value=0.0007009 0.000850357 0.0108138 0.000649277 0.000921883 -0.00775452 0.000152222 0.000677319 0.0243856 -0.00531773 internal_weight=1225.85 1213.89 22.4777 1191.41 1155.42 35.9946 25.4011 1146.27 12.0978 10.3798 internal_count=8611 8553 321 8232 7274 958 641 7169 209 112 is_linear=0 shrinkage=0.05 Tree=183 num_leaves=10 num_cat=0 split_feature=3 2 1 2 0 0 0 3 0 split_gain=1.08773 3.34477 1.11045 2.86999 2.08028 0.889376 1.30919 2.14469 1.61096 threshold=7.5000000000000009 7.1500000000000012 2.5000000000000004 9.3500000000000032 511.50000000000006 468.50000000000006 500.50000000000006 5.5000000000000009 510.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 -1 -4 7 -7 -8 right_child=1 -3 5 -5 -6 6 8 -9 -10 leaf_value=0.046153708390372854 0.013186357826373563 -0.037999167057088945 0.015862421682395978 -0.014511520826902 0.0049349529584299529 -0.022474712344551576 0.015013037990928339 0.0013196470408079622 0.00052331521786540464 leaf_weight=5.5235398570075649 5.1253930656239373 5.7582851191982627 8.4856423474848253 5.6493833623826495 6.859911510720849 15.168963615782557 18.553268207237124 21.735834578052163 1133.7662745285779 leaf_count=120 55 132 248 140 63 275 298 460 6813 internal_value=0.000640923 -0.0143926 0.000791335 0.0127874 0.0257687 0.000596033 0.000469663 -0.00866353 0.000773762 internal_weight=1226.63 10.8837 1215.74 18.0328 12.3835 1197.71 1189.22 36.9048 1152.32 internal_count=8604 187 8417 323 183 8094 7846 735 7111 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=16 num_cat=0 split_feature=0 5 5 2 4 2 2 2 0 1 2 1 2 0 0 split_gain=1.45952 1.69306 1.01867 3.12035 2.6704 3.63731 2.46598 1.71626 2.14723 1.55021 1.48963 1.40503 1.85442 1.31936 0.348489 threshold=681.50000000000011 1.0000000180025095e-35 6.5000000000000009 10.450000000000001 6.5000000000000009 6.7500000000000009 6.0500000000000007 9.8500000000000032 531.50000000000011 4.5000000000000009 9.4500000000000011 3.5000000000000004 7.0500000000000007 538.50000000000011 506.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 7 5 6 -4 10 -9 14 -1 -6 -13 -7 -5 right_child=1 -3 4 9 11 13 -8 8 -10 -11 -12 12 -14 -15 -16 leaf_value=6.9874293784220342e-05 0.022378685958875079 -0.0020320352765978819 0.0047288962047010198 -0.014865972554191483 0.0033024338239590161 0.010951756623351024 -0.023421321280261469 -0.0034886575087053253 0.032185923632987959 0.0018640000586253175 -0.017426196473714167 0 -0.038820835506809433 0.029794683758374282 -0.038147503844126136 leaf_weight=1055.0728395385668 15.101146072149279 11.816095970571039 34.085323350504041 5.8566497908905166 9.5037084706127661 26.539347920566797 8.9703302122652513 7.0247840927913776 8.2263406887650472 5.0060568405315271 11.303250765427945 5.9372733645141107 5.9778402559459209 16.733702894300222 6.5968692563474178 leaf_count=6535 80 60 286 177 210 470 93 120 54 51 134 67 101 121 70 internal_value=0.000488831 0.0117949 0.000222965 -0.000229237 0.00484136 0.00878715 -0.00142101 0.000113941 0.0162427 -0.0206146 -0.000127047 -0.0105217 -0.0213372 0.0188597 -0.0294891 internal_weight=1233.75 26.9172 1206.83 1099.09 107.748 86.3287 43.0557 1081.63 15.2511 17.4596 1066.38 21.4188 11.9151 43.2731 12.4535 internal_count=8629 140 8489 7141 1348 970 379 6843 174 298 6669 378 168 591 247 is_linear=0 shrinkage=0.05 Tree=185 num_leaves=20 num_cat=0 split_feature=2 6 2 2 2 5 2 2 5 5 0 0 4 2 1 2 5 5 0 split_gain=0.845748 3.19851 2.43887 2.10683 2.48687 3.77901 1.91057 1.57673 3.12091 2.69562 1.48326 3.23932 1.31273 2.69618 2.97578 1.41398 3.39486 2.68427 0.631981 threshold=2.8500000000000001 1.5000000000000002 0.15000000000000005 2.4500000000000006 1.0500000000000003 1.0000000180025095e-35 2.6500000000000008 3.1500000000000008 3.5000000000000004 1.5000000000000002 655.50000000000011 633.50000000000011 2.5000000000000004 5.8500000000000005 5.5000000000000009 4.5500000000000007 1.5000000000000002 4.5000000000000009 650.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 18 -6 -5 8 9 -2 11 -4 13 14 -9 17 -17 -14 -3 right_child=7 3 10 6 5 -7 -8 12 -10 -11 -12 -13 15 -15 -16 16 -18 -19 -20 leaf_value=0.021751181989002319 0 -0.020099379326505934 -0.0015595159719469403 -0.034591085648226702 -0.021675730415289363 0.0086326356492704339 -0.0055505322244221869 0.033194825838393165 -0.010362900871531952 0.029363280093071487 -0.012660884440240492 0.021564943604687664 -0.006243553292950981 -0.0084652354774435602 0.0005254475746408597 0.010202532382106692 -0.00020867830805973241 0.0072616446673104702 -0.0062046756522811941 leaf_weight=14.502021096646784 12.131455995142462 21.508486971259117 74.19324704259634 12.066454365849497 12.222793623805044 44.958196520805359 11.638480938971041 14.04603084176779 12.437037277966736 19.43176144734025 16.84474490582943 17.901362344622612 175.9886251334101 13.696012835949658 13.639098778367041 89.006527392193675 595.47216787561774 45.251728318631649 16.870014876127243 leaf_count=72 54 97 365 54 52 205 53 71 71 92 79 75 907 75 61 505 5375 299 81 internal_value=0.000218329 -0.00241558 0.00318703 -0.00823428 -0.00474482 0.00180689 -0.0213372 0.000870159 0.0100199 0.0182766 0.000494923 0.00306507 0.000429687 0.00903084 0.0178539 2.16709e-05 0.00115076 -0.0034385 -0.0144313 internal_weight=1233.81 242.706 123.441 119.264 95.5595 57.181 23.7049 991.1 44.0003 31.5632 108.939 92.0946 947.1 41.3811 27.6851 905.719 684.479 221.24 38.3785 internal_count=8643 1133 591 542 435 257 107 7510 217 146 519 440 7293 207 132 7086 5880 1206 178 is_linear=0 shrinkage=0.05 Tree=186 num_leaves=22 num_cat=0 split_feature=2 2 2 6 4 6 6 5 5 2 4 2 4 5 4 5 2 1 3 1 6 split_gain=1.94639 1.69481 1.23671 4.63441 2.78234 2.59992 1.60936 1.97169 5.71653 1.92902 3.62239 2.0003 1.38619 0.976154 0.84996 2.1982 3.23315 1.087 2.78863 1.74074 0.697458 threshold=7.3500000000000005 7.2500000000000009 7.8500000000000005 2.5000000000000004 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 9.2500000000000018 6.5000000000000009 8.7500000000000018 5.5000000000000009 3.5000000000000004 4.5000000000000009 3.5000000000000004 4.6500000000000012 5.5000000000000009 4.5000000000000009 4.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 4 5 -2 7 12 -9 11 -11 -8 -4 -6 15 20 -17 19 -19 -16 -1 right_child=2 -3 6 -5 13 -7 9 8 -10 10 -12 -13 -14 -15 17 16 -18 18 -20 -21 -22 leaf_value=0.0033884693284646304 0.0018216061271289772 0.017965222169696603 -0.014082191897851565 0.023775880778860455 -0.012204968738912388 -0.03153415953617715 -0.0049467575232848334 0.043612882228781534 -0.00043664187349636322 0.0099408974559495947 -0.022771097973534795 -0.023772167372812018 0.0074875467721905974 -0.039411675115916617 0.00022726107677264529 0.0017998532634843139 -0.013264797857513772 -0.0086987078953467602 0.0062509954890995799 0.007203744587376504 -0.0010042981577451831 leaf_weight=193.85678454488516 23.4499880457297 13.512030323967336 16.765102350153033 7.4914596565067759 6.9126223456114557 6.6392870135605326 48.799851346760988 9.3461734447628242 24.739796120673418 35.720719764009118 9.9688125755637866 19.914915295317769 11.668006734922526 11.958831198513506 186.5258147129789 67.641324739903212 72.571432551369071 66.596338897943497 56.695894515141845 173.61525907553732 165.39424909651279 leaf_count=942 201 105 157 55 67 54 463 124 460 411 183 206 171 169 1547 358 500 310 316 1065 760 internal_value=1.97284e-05 0.000987218 -0.00407627 -0.0104743 -0.016186 -0.00615519 -0.00195931 0.0044029 0.0123978 -0.00548745 0.00236166 -0.0107372 -0.00510715 -0.0308132 0.000730715 -0.000707762 -0.00600063 0.0022256 -0.00178888 0.00361493 0.00135505 internal_weight=1229.78 996.409 233.376 56.4522 48.9607 30.0893 176.923 62.5191 34.086 114.404 45.6895 68.7148 28.4331 18.8715 982.897 499.464 140.213 483.433 123.292 360.141 359.251 internal_count=8624 5903 2721 546 491 255 2175 912 584 1263 594 669 328 236 5798 2560 858 3238 626 2612 1702 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=19 num_cat=0 split_feature=0 0 1 1 1 5 0 5 6 6 0 0 0 0 0 0 0 6 split_gain=1.44633 4.32283 2.55097 2.34686 2.01757 4.89294 1.79179 1.38083 1.45474 2.19233 1.29889 1.0201 2.60615 2.08969 0.996714 2.46058 1.26329 0.623969 threshold=540.50000000000011 539.50000000000011 3.5000000000000004 5.5000000000000009 3.5000000000000004 5.5000000000000009 464.50000000000006 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 597.50000000000011 563.50000000000011 550.50000000000011 567.50000000000011 558.50000000000011 567.50000000000011 552.50000000000011 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 4 6 -6 -1 8 10 -10 -4 12 -9 -13 16 -16 -2 -17 right_child=2 -3 7 -5 5 -7 -8 11 9 -11 -12 13 -14 -15 15 17 -18 -19 leaf_value=-0.024578335733651497 0.0055198328818494144 0.036527746445208197 -0.012146495473506769 -0.029054380094985083 0.012972731342167882 -0.0067038686103676739 -0.0010913044169593264 0.00089793721429719242 0.0036876313817519896 -0.0050883146758842002 -0.00034584046188873872 0.0099186480079655522 -0.014692079964067288 -0.0036716749006531942 -0.017105625452523428 0.003744277500622532 0.0306489304071597 0.021471620019361426 leaf_weight=8.4311647238209826 12.172713421285154 8.2665222063660604 40.653369672596455 5.0549026839435092 88.652974933385849 47.640478582121432 63.422767607495189 45.329720716923475 273.50835744291544 94.781506985425949 55.180422373116016 29.61534920334816 62.262262351810932 353.50026954710484 9.235394552350046 11.986697025597097 9.1165990643203241 9.5074407458305341 leaf_count=308 103 58 262 63 1013 704 1003 394 1305 438 252 175 502 1811 61 63 59 49 internal_value=-0.000575036 0.00306749 -0.00138346 0.00158232 0.0024856 0.00605975 -0.00421538 -0.00197865 -1.17232e-05 0.00140789 -0.00547714 -0.00382504 -0.00813 -0.00258502 0.00927838 0.003125 0.0173973 0.0124138 internal_weight=1228.32 221.469 1006.85 213.202 208.147 136.293 71.8539 954.831 464.124 368.29 95.8338 490.708 107.592 383.116 52.0188 30.7295 21.2893 21.4941 internal_count=8623 3149 5474 3091 3028 1717 1311 5139 2257 1743 514 2882 896 1986 335 173 162 112 is_linear=0 shrinkage=0.05 Tree=188 num_leaves=22 num_cat=0 split_feature=2 2 0 2 0 4 5 4 0 5 6 0 2 2 0 0 0 0 0 0 0 split_gain=1.91401 3.37819 2.63851 2.46913 2.45778 2.38792 2.0985 1.21569 1.68806 2.82055 1.21967 3.88682 2.90622 1.20674 2.43892 3.71229 3.06158 1.91289 3.06292 2.32986 0.132292 threshold=5.9500000000000011 5.7500000000000009 603.50000000000011 10.850000000000003 553.50000000000011 5.5000000000000009 6.5000000000000009 5.5000000000000009 599.50000000000011 1.5000000000000002 1.5000000000000002 609.50000000000011 6.1500000000000012 4.6500000000000012 583.50000000000011 564.50000000000011 628.50000000000011 637.50000000000011 633.50000000000011 643.50000000000011 575.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 4 7 -3 -5 -7 10 9 -9 11 -2 -12 17 15 -15 -16 18 -1 -19 -6 right_child=3 2 -4 5 20 6 -8 8 -10 -11 12 -13 -14 14 16 -17 -18 19 -20 -21 -22 leaf_value=0.00099391277367367548 0.0019088383110364871 0.02598803424593343 0.037432710006968142 -0.0081756800762007118 -0.0084063128315872964 0.0044476838909316791 0.046110786238745281 0.013400270860248141 0.010811609743901869 -0.011838840478063821 -0.03215510391166259 -0.021911858184929859 -0.0044104828611629633 -0.0018820524092160993 0.0062955885342809957 -0.022238198878516781 -0.01457218050026862 -0.019031422704261725 0.020888805009633978 -0.0018047275108379849 0 leaf_weight=384.44634365290403 163.51135130319744 9.2599561084061879 8.490277945995329 7.7141915755346444 8.4985943809151667 6.6822410849854332 5.4666314646601677 11.017611000686882 9.5174623280763608 138.95193680841476 9.7155303694307786 18.102985203266144 91.610042786225677 57.153038388118148 72.220595419406891 36.714143745601177 22.084315225481987 22.759544938802719 19.435766473412514 119.93829118460417 10.048423394560812 leaf_count=2047 1402 99 36 120 55 147 111 84 42 1748 55 79 638 549 359 237 92 93 79 536 51 internal_value=-0.00171939 -0.000186158 0.0144863 -0.00425993 0.00625034 0.0125152 0.0256562 -0.00505086 -0.00854972 -0.00987503 -0.00303786 -0.000545173 -0.00740786 -0.000936489 -0.00437995 -0.0100471 0.00125469 0.0002457 0.00201288 -0.00470041 -0.00417366 internal_weight=1233.34 771.049 36.2973 462.29 27.807 19.8631 12.1489 442.427 159.487 149.97 282.94 181.614 101.326 734.752 188.172 93.8672 94.3049 546.58 403.882 142.698 18.547 internal_count=8659 4233 241 4426 205 378 258 4048 1874 1832 2174 1481 693 3992 1237 786 451 2755 2126 629 106 is_linear=0 shrinkage=0.05 Tree=189 num_leaves=10 num_cat=0 split_feature=2 5 5 0 3 0 5 6 2 split_gain=0.869457 2.6231 1.78804 4.27225 1.40759 0.828863 0.975077 4.58773 1.13189 threshold=10.850000000000003 6.5000000000000009 8.5000000000000018 497.50000000000006 5.5000000000000009 473.50000000000006 6.5000000000000009 1.5000000000000002 6.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 4 5 -4 -2 -1 8 -8 -7 right_child=1 -3 3 -5 -6 6 7 -9 -10 leaf_value=-0.014912730548751639 0.0091848881094233319 0.028342630096418599 0.014869119887164396 -0.030003484296964752 -0.022728969858677384 -0.00034999063870110503 0.01331296293899456 -0.012747031623350162 -0.0039138743854172124 leaf_weight=9.8345844876021129 6.141540174372496 8.5904059559106809 7.0734640983864692 14.789158934727309 5.6069758515805006 799.29925326816738 49.119976349174976 24.388271775096655 310.06231277249753 leaf_count=271 81 164 177 216 135 4346 504 190 2570 internal_value=-0.00120313 0.00877466 -0.00138141 -0.0152513 -0.00624194 -0.00111042 -0.000978939 0.00454474 -0.00135321 internal_weight=1234.91 20.3389 1214.57 21.8626 11.7485 1192.7 1182.87 73.5082 1109.36 internal_count=8654 380 8274 393 216 7881 7610 694 6916 is_linear=0 shrinkage=0.05 Tree=190 num_leaves=12 num_cat=0 split_feature=0 0 0 2 0 6 1 3 2 2 3 split_gain=2.1494 1.89952 2.277 2.62321 2.34288 2.08384 3.75948 3.00295 2.05096 1.20685 0.774505 threshold=705.50000000000011 655.50000000000011 648.50000000000011 3.1500000000000008 641.50000000000011 1.5000000000000002 6.5000000000000009 3.5000000000000004 2.0500000000000003 2.7500000000000004 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 10 7 8 -3 -7 -6 -1 right_child=-2 5 3 -5 9 6 -8 -9 -10 -11 -12 leaf_value=0.00064918937439431036 0.026242337799241955 -0.012471685780197177 0.028958251547536701 -0.00035370456987793004 -0.020564478377051859 -0.010046979814661343 0.0075896541225962113 0.015348474352558579 -0.03722382144706643 -0.0011183130768778972 0.0036910740201256571 leaf_weight=805.69445615448058 7.4367956966161719 17.334561854600906 14.8906137496233 14.004410967230795 17.415481209754944 16.359832465648655 13.390757963061331 19.497715801000595 13.723535463213919 15.303956642746924 284.82575193699449 leaf_count=5093 46 80 63 57 72 71 60 88 57 63 2933 internal_value=0.00106836 0.000891253 0.00141494 0.0150479 0.00104672 -0.00648551 -0.0137891 0.0021396 -0.0234042 -0.0119201 0.00145091 internal_weight=1239.88 1232.44 1152.13 28.895 1123.24 80.3064 43.4741 36.8323 30.0834 32.7194 1090.52 internal_count=8683 8637 8281 120 8161 356 188 168 128 135 8026 is_linear=0 shrinkage=0.05 Tree=191 num_leaves=11 num_cat=0 split_feature=0 6 2 3 1 5 5 2 6 0 split_gain=1.59206 2.01182 1.87572 1.38797 1.24291 2.15016 1.06101 7.50819 1.23098 0.313065 threshold=482.50000000000006 1.5000000000000002 11.050000000000002 7.5000000000000009 2.5000000000000004 5.5000000000000009 4.5000000000000009 1.4500000000000002 1.0000000180025095e-35 472.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 6 -1 -6 8 -8 -2 -7 right_child=2 -3 -4 -5 5 9 7 -9 -10 -11 leaf_value=0.021522463010185622 0.0016541905719124604 0.036596033371161983 -0.02309193812894467 0.018952170222053713 0.018529241829100193 -0.020877680680149446 0.052446369729904123 0.00054783523706423173 -0.0026831315836576223 -0.0030606845059498091 leaf_weight=6.3850279022008243 213.70664019882679 5.0734203252941361 8.3692694054916483 7.979109749197959 6.6842095488682416 7.2037658793851715 6.1480569988489142 290.22378818504512 673.42965729534626 5.1470916830003262 leaf_count=183 1430 101 131 90 160 219 29 2504 3695 103 internal_value=-0.000497557 0.0105895 -0.000792073 -0.000612008 0.00402105 -0.00238119 -0.000764018 0.001814 -0.00163198 -0.0146125 internal_weight=1230.35 30.4935 1199.86 1191.49 25.4201 19.0351 1183.51 296.372 887.136 12.3509 internal_count=8645 766 7879 7748 665 482 7658 2533 5125 322 is_linear=0 shrinkage=0.05 Tree=192 num_leaves=14 num_cat=0 split_feature=2 2 6 2 1 2 2 6 4 6 2 6 0 split_gain=1.02643 1.64783 1.46696 3.39746 2.37761 1.76465 3.90141 1.18801 0.862823 1.31192 1.49994 2.3978 1.9396 threshold=1.7500000000000002 1.8500000000000003 1.0000000180025095e-35 2.3500000000000001 6.5000000000000009 6.0500000000000007 6.1500000000000012 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 0.35000000000000003 1.5000000000000002 629.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 -2 3 -3 -5 7 -7 -4 9 -1 11 -11 -12 right_child=1 2 5 4 -6 6 -8 -9 -10 10 12 -13 -14 leaf_value=0.0099816874454461569 0.021723425293016602 -0.029316087083486094 0.0033046198080689845 -9.047345858741855e-06 -0.02539293422439097 -0.030295288095046703 0.00024688386422111854 0.012949632467519177 -0.015781337682627929 0.021286861709595404 0.00036067922987333042 -0.0054849049804301404 -0.017958201467519874 leaf_weight=17.685581408441067 8.7657987028360349 9.9217244535684568 466.76163189299405 278.76582044083625 8.5549764931201917 9.8315777443349344 293.84465315565467 33.956488724797964 12.074729673564432 11.481673270463942 25.871055334806442 24.065417557954788 30.194658428430557 leaf_count=86 40 49 2546 2561 39 71 2612 163 58 57 115 113 131 internal_value=0.000764764 0.00124608 0.00105905 -0.00192911 -0.000867645 0.00217048 -0.000821703 0.00399317 -0.003572 -0.002047 -0.00450579 0.00337138 -0.0095593 internal_weight=1231.78 1110.4 1101.64 297.243 287.321 804.394 303.676 500.718 121.373 109.298 91.6128 35.5471 56.0657 internal_count=8641 8081 8041 2649 2600 5392 2683 2709 560 502 416 170 246 is_linear=0 shrinkage=0.05 Tree=193 num_leaves=18 num_cat=0 split_feature=5 2 3 5 6 3 2 2 2 1 1 2 2 3 3 1 4 split_gain=1.79244 2.31962 1.318 1.09346 2.0125 1.89912 2.39871 1.2778 2.18229 2.84278 1.03389 1.53964 0.922295 0.677312 0.669302 0.142232 0.140485 threshold=8.5000000000000018 6.3500000000000005 5.5000000000000009 6.5000000000000009 1.5000000000000002 6.5000000000000009 6.6500000000000012 9.3500000000000032 9.7500000000000018 3.5000000000000004 2.5000000000000004 7.1500000000000012 1.3500000000000003 5.5000000000000009 4.5000000000000009 3.5000000000000004 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 7 5 6 -5 10 16 -10 11 -1 -12 14 -6 -4 -9 right_child=1 2 15 4 13 -7 -8 8 9 -11 12 -13 -14 -15 -16 -17 -18 leaf_value=-0.0014523912222075689 -0.035902410459768656 0.011097947762978623 -0.020031474962480769 0.0019931331623771948 -0.00079670378926032393 -0.010410712831810096 0.024859646881280232 -0.014582093813250785 0.016905610394814655 -0.011753611195723903 -0.0050310788326895645 0.031857461674273925 0.00018915985245573826 0.0056688448576180349 -0.020073254651317422 -0.0054772914942879149 -0.033606175317386848 leaf_weight=6.9987739473581296 6.9297935459762838 8.0499082673341054 5.3120488626882416 21.441102731972933 9.6160662882030046 7.8851745380088678 25.514205137267709 5.888982402160762 12.080164032988248 24.395974694751203 91.595554910600185 5.2585603781044483 967.73758514411747 8.0474511608481389 8.7169629242271185 5.3689844664186239 5.7437701048329473 leaf_count=72 102 126 133 179 61 156 324 60 231 288 423 75 6070 77 71 105 72 internal_value=-0.000326452 -0.01315 -0.00308597 -3.7572e-05 0.00552342 0.0109483 0.0147817 -0.000449986 -0.00833768 -0.001931 -8.37643e-05 0.0137859 -0.000261813 -0.00555945 -0.0107851 -0.0142388 -0.0262879 internal_weight=1226.58 25.6607 18.7309 1200.92 81.221 54.8405 46.9553 1119.7 48.1089 36.4761 1071.59 12.2573 1059.33 26.3805 18.333 10.681 11.6328 internal_count=8625 466 364 8159 868 659 503 7291 651 519 6640 147 6493 209 132 238 132 is_linear=0 shrinkage=0.05 Tree=194 num_leaves=14 num_cat=0 split_feature=4 2 1 5 2 2 4 5 5 6 6 6 6 split_gain=1.05381 0.624943 2.98984 3.29769 4.79578 2.90407 1.32249 2.14741 2.07156 2.97975 2.43771 1.11624 1.32576 threshold=1.5000000000000002 4.6500000000000012 4.5000000000000009 3.5000000000000004 3.5500000000000003 3.1500000000000008 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 4.5000000000000009 4.5000000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 -5 -2 7 -3 9 -8 -10 12 -4 right_child=1 6 11 4 -6 -7 8 -9 10 -11 -12 -13 -14 leaf_value=-0.014446666272509255 0.011797408178152523 -0.028394467880044672 -0.00066663626764378492 0.0016290089088728849 0.03238449386500851 -0.0088461135289815123 0.0017701945602024661 0.0017475001539771829 -0.0014927203549826406 0.025115038034330867 -0.029341810645934913 0.014312488464721152 -0.013159234457012003 leaf_weight=12.176338225603102 30.648995257914066 10.437571398913862 377.49022247828543 25.142438150942326 25.567157741636038 35.830761916935444 73.359637890011072 11.400643609464167 581.06211672257632 16.023976057767868 6.9948405697941771 10.615455329418181 21.612666189670563 leaf_count=59 153 51 1813 159 187 205 424 64 5308 79 41 47 98 internal_value=-0.000375851 -0.000220391 0.00107383 0.00808463 0.0175586 0.000630812 -0.00120287 -0.0130524 -0.000794838 0.00624216 -0.00188172 -0.000934058 -0.00138684 internal_weight=1238.36 1226.19 526.908 117.189 50.7096 66.4798 699.279 21.8382 677.441 89.3836 588.057 409.718 399.103 internal_count=8688 8629 2662 704 346 358 5967 115 5852 503 5349 1958 1911 is_linear=0 shrinkage=0.05 Tree=195 num_leaves=13 num_cat=0 split_feature=2 6 2 2 4 0 0 3 1 2 0 0 split_gain=1.42532 2.74877 1.55292 2.34408 2.76831 2.33972 4.19863 2.57144 1.63341 1.78148 0.996692 0.296111 threshold=10.950000000000001 1.0000000180025095e-35 8.5500000000000025 8.2500000000000018 5.5000000000000009 577.50000000000011 562.50000000000011 6.5000000000000009 2.5000000000000004 8.1500000000000004 547.50000000000011 523.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 8 10 6 7 -4 11 -10 -5 -1 right_child=1 -3 5 4 -6 -7 -8 -9 9 -11 -12 -13 leaf_value=-0.0067485400651566899 0.0099090469531238259 -0.028853731087743185 0.011503816584355286 0.012086485698041417 -0.037255347700287371 0.024439938787634168 -0.025807384504539913 -0.011231697973368428 0.00043897913091912096 0.021852802466660434 -0.014065551140452754 -0.026225671143441723 leaf_weight=5.4949617600068432 6.7738072583451894 10.280611227266489 64.633787287399173 6.3543806206434983 8.0683324579149467 14.562106989324091 9.9013395830988866 14.285260726697741 1057.5253763822839 8.8175622429698688 6.183369979262352 5.239547485485673 leaf_count=101 156 191 787 82 131 72 64 293 6518 92 41 43 internal_value=0.000447581 -0.0134846 0.000660623 0.000101713 -0.0161988 0.00648923 0.00325121 0.00723682 0.000432941 0.000641042 -0.000528111 -0.0181062 internal_weight=1218.12 17.0544 1201.07 1097.68 20.6061 103.382 88.8204 78.919 1077.08 1066.34 12.5378 10.7345 internal_count=8571 347 8224 7008 254 1216 1144 1080 6754 6610 123 144 is_linear=0 shrinkage=0.05 Tree=196 num_leaves=7 num_cat=0 split_feature=0 0 4 4 0 3 split_gain=1.78268 1.82638 1.59464 1.30157 1.44764 1.10091 threshold=687.50000000000011 676.50000000000011 1.5000000000000002 7.5000000000000009 546.50000000000011 7.5000000000000009 decision_type=2 2 2 2 2 2 left_child=1 2 -1 5 -5 -4 right_child=-2 -3 3 4 -6 -7 leaf_value=-0.019780989525224356 -0.014666172088393865 0.019138917103827282 0.0001097808253514542 0.0034995706980692539 0.031529912688307932 0.01612875718761797 leaf_weight=8.7602135688066465 18.567275263369083 12.070269003510473 1144.2423341758549 16.223185691982511 5.9216327294707289 9.8377387234941107 leaf_count=40 96 61 7843 285 40 171 internal_value=0.000295198 0.000543482 0.000333875 0.000504608 0.0122495 0.000264505 internal_weight=1215.62 1197.06 1184.99 1176.22 22.1448 1154.08 internal_count=8536 8440 8379 8339 325 8014 is_linear=0 shrinkage=0.05 Tree=197 num_leaves=15 num_cat=0 split_feature=0 6 1 0 0 2 2 0 0 5 0 6 2 2 split_gain=1.32274 1.7152 2.61379 2.15188 2.47797 1.81549 10.1989 5.70613 3.15992 2.34573 1.24975 1.39552 0.920767 0.678787 threshold=667.50000000000011 1.5000000000000002 6.5000000000000009 661.50000000000011 599.50000000000011 6.9500000000000011 6.7500000000000009 497.50000000000006 598.50000000000011 1.5000000000000002 673.50000000000011 1.5000000000000002 3.9500000000000006 0.95000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 8 -7 -3 -9 -2 -12 -4 -13 right_child=10 5 12 -5 -6 7 -8 9 -10 -11 11 13 -14 -15 leaf_value=-0.00079572098827104809 -0.022705673607058482 -0.0027883296430513014 0.0038601839110478024 0.023886245586392518 -0.0075064027855719405 0.035101871427108189 0.050301696024078094 0.012343674710788384 0.0066272290478862489 -0.011342944360466308 0.0073262619676387301 -0.0017704565531814201 0.020660855281071224 -0.020033808556991915 leaf_weight=499.335300241597 11.022008985280989 164.08752254955471 20.111178234219551 6.692032814025878 190.15040078759193 7.4347720695659509 10.431751798838375 11.158964723348616 191.68553182482719 72.031079944223166 15.292735956609247 10.369230642914774 14.693329520523546 10.956865340471266 leaf_count=4633 48 1078 88 28 843 153 67 59 811 588 82 54 67 50 internal_value=-0.000515445 -0.000180054 -0.00168517 -0.0023656 -0.00266186 0.00221581 0.00378995 -0.00406249 0.00227498 -0.0079974 -0.00859922 -0.00372966 0.0114715 -0.0118547 internal_weight=1235.45 1187.81 730.982 696.178 689.486 456.83 366.205 90.6248 355.773 83.19 47.6408 36.6188 34.8045 21.3261 internal_count=8649 8415 5659 5504 5476 2756 1956 800 1889 647 234 186 155 104 is_linear=0 shrinkage=0.05 Tree=198 num_leaves=15 num_cat=0 split_feature=0 0 2 2 2 2 0 0 6 4 2 0 1 0 split_gain=4.12568 2.386 1.53128 2.8475 1.35996 2.6009 2.33901 1.95811 1.27022 3.22422 3.21707 1.24449 0.900847 0.570342 threshold=579.50000000000011 581.50000000000011 1.5500000000000003 2.3500000000000001 1.8500000000000003 2.7500000000000004 600.50000000000011 659.50000000000011 1.5000000000000002 4.5000000000000009 2.7500000000000004 602.50000000000011 5.5000000000000009 580.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 -1 -4 6 7 -3 -6 10 -10 -5 -7 -8 -2 right_child=1 4 3 8 5 11 12 -9 9 -11 -12 -13 -14 -15 leaf_value=0.024704279742787175 -0.0094005558851668163 0.019755315941901361 -0.022397145534311377 0.036856967352445889 -0.0084681864672210005 -0.0057451070101685658 0.0045309986401643526 -0.029491805004691275 -0.0042904159140574084 0.010719098192840844 0.00028789441838016869 -0.00036312332543295849 -0.0047437050624543932 -0.028778151201084623 leaf_weight=6.5824044570326796 9.6344965100288391 14.832948327064512 10.678967360407112 5.1204836070537558 69.647776946425438 178.39620693027973 43.904433116316795 12.987985312938688 50.294153207913041 116.15041332505643 370.77177430596203 273.4786002933979 61.280272617936134 9.8188864290714264 leaf_count=37 62 68 74 36 303 929 192 57 378 1068 3944 1183 278 65 internal_value=-0.00084854 -0.00348398 0.00231722 0.00199762 -0.00294465 -0.00402627 0.00182459 -0.0121454 0.00252751 0.00615531 0.000895782 -0.00250692 -0.000819113 -0.0203545 internal_weight=1233.58 673.982 559.598 553.016 654.528 534.511 120.018 82.6358 542.337 166.445 375.892 451.875 105.185 19.4534 internal_count=8674 3137 5537 5500 3010 2472 538 360 5426 1446 3980 2112 470 127 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=22 num_cat=0 split_feature=2 0 3 4 2 2 0 2 2 5 2 2 2 2 5 0 2 2 2 1 4 split_gain=1.35537 1.49598 2.21287 2.07856 4.69718 1.46116 1.28536 1.20629 4.63121 0.965998 2.42254 2.4362 2.09229 1.43395 1.41049 1.70667 1.39918 1.26738 0.924278 4.42417 2.14218 threshold=5.7500000000000009 615.50000000000011 3.5000000000000004 5.5000000000000009 3.4500000000000006 5.3500000000000005 594.50000000000011 5.0500000000000007 4.4500000000000011 7.5000000000000009 8.7500000000000018 9.7500000000000018 7.5500000000000007 11.450000000000001 6.5000000000000009 497.50000000000006 6.7500000000000009 6.7500000000000009 3.9500000000000006 5.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 6 -5 18 -4 8 -1 13 12 -12 16 14 17 -16 -11 -2 20 -20 -3 right_child=9 5 3 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 leaf_value=-0.005916375949864501 0.0063651067227552599 0.0027844655767141758 -0.00087206096694843194 0.022703668367585167 -0.0015553836238239921 -0.013202818116815819 -0.007914495534378712 0.0031030824076684412 -0.043166473119538182 -0.016454348012895536 0.029207438027983208 -0.0068893246525267701 -0.031731839521343987 -0.018416090657326498 -0.0087887621378544434 0.019148088511829628 0.014820431549489789 0.00069198723565202754 0.022769241359005842 -0.0032095400101176969 -0.015581167709124858 leaf_weight=35.176494427025318 160.06695410609245 192.45715311169624 191.70590019412339 26.386495694518089 71.950605124235153 13.731085523962973 98.622199922800064 10.237674973905085 10.306630708277224 6.3214188199490327 7.226460903882983 9.7829419160261732 9.6648634048178774 6.4161341236904255 5.9503160091117051 26.029923409223557 5.9535485096275806 259.94040708057582 27.924258545041084 36.691346392035484 16.258145019412041 leaf_count=180 1088 827 1254 156 565 58 469 65 59 87 110 197 165 174 138 235 89 2369 117 155 68 internal_value=0.000657263 -0.00070659 -0.00252687 -0.00116306 0.00506666 0.00209293 -0.00330044 -0.0117634 -0.015212 0.00267048 -0.00475212 0.00893903 -0.0155115 0.00332101 0.00368059 0.0136896 -0.000935187 0.0028759 0.00292488 0.00811715 0.00126253 internal_weight=1228.8 731.448 444.386 388.665 98.3371 287.062 290.328 55.7208 45.4831 497.353 38.9492 17.0094 21.9398 458.404 451.988 31.9802 12.275 420.007 273.331 64.6156 208.715 internal_count=8625 3973 2748 2444 721 1225 1723 304 239 4652 648 307 341 4004 3830 373 176 3457 1167 272 895 is_linear=0 shrinkage=0.05 Tree=200 num_leaves=8 num_cat=0 split_feature=0 4 6 3 4 0 0 split_gain=2.74656 1.49568 1.2114 1.11973 1.78648 1.40266 0.586745 threshold=699.50000000000011 1.5000000000000002 4.5000000000000009 4.5000000000000009 6.5000000000000009 647.50000000000011 594.50000000000011 decision_type=2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 -5 -4 right_child=-2 2 6 5 -6 -7 -8 leaf_value=-0.017339588900450089 0.024834891581402896 0.0012378555357723663 -0.021139535038831959 -0.00068076637808447667 0.013663068684597433 -0.013745990066816371 -0.0031784658773362459 leaf_weight=11.490719392895697 10.120245382189749 500.74635685421526 8.6157070845365542 638.1548845525831 29.870302273891866 20.301824986934662 10.920618027448652 leaf_count=53 58 2623 55 5469 230 87 46 internal_value=9.61388e-05 -0.000125135 4.85957e-05 0.00026044 0.00197111 -0.00111141 -0.0119866 internal_weight=1230.22 1220.1 1208.61 1189.07 530.617 658.457 19.5363 internal_count=8621 8563 8510 8409 2853 5556 101 is_linear=0 shrinkage=0.05 Tree=201 num_leaves=16 num_cat=0 split_feature=2 4 0 2 1 2 3 0 0 5 2 3 0 5 0 split_gain=1.20194 3.39165 3.60069 2.76324 2.82501 1.9866 5.92881 1.76819 1.74817 1.52407 1.35416 1.27718 1.23068 3.81482 1.36469 threshold=9.0500000000000025 3.5000000000000004 511.50000000000006 9.2500000000000018 3.5000000000000004 8.7500000000000018 4.5000000000000009 503.50000000000006 524.50000000000011 8.5000000000000018 10.850000000000003 5.5000000000000009 497.50000000000006 5.5000000000000009 503.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 7 -4 -5 9 -7 10 -8 12 -3 -11 13 -1 -14 right_child=1 2 3 4 -6 6 8 -9 -10 11 -12 -13 14 -15 -16 leaf_value=-0.033168490639078965 0.029957507154410819 -0.0093549266319057477 -0.042493740334044516 0.012588086121142903 -0.017905104273180306 -0.021544272043908259 0.011704826376189668 0.028378911986233185 0.05056783974279281 -0.0018441919241367678 0.012279463201745718 -0.031539915014793807 0.018205838201025615 0.01081034269879079 -9.8879100684613112e-05 leaf_weight=9.487089082598688 5.0734730511903754 18.454267329536382 8.1168743856251222 8.8193843588232976 32.796698816120625 6.4109320417046574 6.5849737245589477 5.0333070643246165 6.6395726054906845 8.4091091826558095 10.45372728910297 6.1373883793130508 9.2768733724951726 8.3677734015509468 1081.9246929530054 leaf_count=222 39 409 68 82 269 47 112 76 53 125 279 137 130 197 6430 internal_value=-0.000523689 -0.00609619 -0.00866928 -0.0171276 -0.0111818 -8.17855e-05 0.015286 0.00371684 0.0337513 -0.000368145 -0.00121531 -0.0159177 -0.000145535 -0.0128122 6.86874e-05 internal_weight=1231.99 88.7477 83.6743 49.733 41.6161 1143.24 19.6355 33.9413 13.2245 1123.6 28.908 14.5465 1109.06 17.8549 1091.2 internal_count=8675 1222 1183 419 351 7453 212 764 165 7241 688 262 6979 419 6560 is_linear=0 shrinkage=0.05 Tree=202 num_leaves=17 num_cat=0 split_feature=0 0 2 0 1 2 6 0 6 6 2 4 0 2 1 2 split_gain=0.975213 1.19136 3.06733 2.67268 1.98541 1.70061 1.5205 1.51132 3.04916 1.80619 1.18995 1.25007 2.04303 3.22557 1.20785 0.736852 threshold=646.50000000000011 589.50000000000011 1.2500000000000002 588.50000000000011 6.5000000000000009 1.7500000000000002 1.5000000000000002 593.50000000000011 1.5000000000000002 1.5000000000000002 3.9500000000000006 4.5000000000000009 676.50000000000011 1.5500000000000003 6.5000000000000009 4.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 7 -4 -6 8 -3 -9 11 12 13 -2 -14 -12 right_child=10 4 3 -5 6 -7 -8 9 -10 -11 15 -13 14 -15 -16 -17 leaf_value=0.032497097159209835 -0.021248364875331233 1.1836655005107617e-05 -0.024474371301035223 0.02562260151338501 0.018834978913615203 0.0013857427080412581 -0.0028706261026804629 -0.004582575565612943 -0.026064324157833409 0.0023922581633307061 0.021568015717480408 0.01349992234501993 0.022180936637147493 0.0041468245080510807 0 0.0044010039325045828 leaf_weight=7.1359771788120261 20.200092852115631 25.936462432146072 5.406558245420455 10.358280912041662 19.4571627676487 633.86461651977152 12.343588098883627 194.05584193766117 18.246079355478287 175.26035566627979 14.950605839490892 19.241732582449913 11.428970180451872 29.269224286079407 12.947703897953032 12.746990084648131 leaf_count=36 88 136 32 50 82 5929 51 891 95 767 63 83 59 123 70 53 internal_value=0.00107038 0.000595502 0.00195113 0.00155848 -0.00139258 0.00112134 0.0104268 -0.00233659 -0.0109847 -0.00126162 0.00532172 0.00248261 -0.000463331 -0.00633942 0.0110443 0.0142703 internal_weight=1222.85 1102.06 656.765 649.629 445.299 639.271 31.8008 413.499 44.1825 369.316 120.785 93.0877 73.846 49.4693 24.3767 27.6976 internal_count=8608 8069 6047 6011 2022 5961 133 1889 231 1658 539 423 340 211 129 116 is_linear=0 shrinkage=0.05 Tree=203 num_leaves=14 num_cat=0 split_feature=0 0 2 2 3 2 2 0 2 3 4 2 2 split_gain=1.10248 2.74269 4.41187 2.015 1.84227 1.41801 2.72155 1.40238 2.32921 1.5414 1.67 0.889333 0.806231 threshold=610.50000000000011 606.50000000000011 4.6500000000000012 6.4500000000000011 2.5000000000000004 0.55000000000000016 1.6500000000000001 613.50000000000011 3.6500000000000008 2.5000000000000004 2.5000000000000004 7.0500000000000007 2.5500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 7 -1 -6 -7 8 -2 12 -11 -5 -9 right_child=3 2 -4 11 5 6 -8 9 -10 10 -12 -13 -14 leaf_value=-0.023887689821878097 0.028799612242454576 -0.03168581144736559 0.0039711460389402131 -0.019943817219798016 -0.019479164205112712 0.019179951702025529 -0.00096389521383906927 0.0024953587766127715 -0.00016014273527667798 0.0102036605538813 -0.00076094620400143584 -0.0012034480216165174 0.021840445550084991 leaf_weight=7.7325680032372466 12.108739316463472 17.904333993792534 15.254107758402823 13.460543036460878 9.0221077278256399 16.115926206111908 793.87208503857255 10.335594631731512 14.018086388707159 39.139308832585812 253.51230935007334 12.578973129391668 12.852659940719603 leaf_count=45 51 85 69 58 45 79 6719 51 62 173 1076 56 54 internal_value=-0.000621733 -0.00160433 -0.0154999 0.00165882 -0.00102292 -0.00077208 -0.000533782 0.00270246 0.0136441 0.00174136 0.00071819 -0.0114551 0.0138842 internal_weight=1227.91 859.901 33.1584 368.006 826.743 819.01 809.988 341.967 26.1268 315.84 292.652 26.0395 23.1883 internal_count=8623 7042 154 1581 6888 6843 6798 1467 113 1354 1249 114 105 is_linear=0 shrinkage=0.05 Tree=204 num_leaves=26 num_cat=0 split_feature=2 4 2 2 1 2 0 2 0 1 2 2 2 5 0 5 0 0 2 5 1 0 1 3 4 split_gain=1.06552 2.23231 3.2034 2.50794 2.22187 3.8813 3.0185 2.1262 2.37008 2.14536 1.95373 1.61919 1.20017 1.26901 1.14008 4.89942 2.60211 1.72302 2.58151 1.56267 2.42438 1.54402 1.14856 0.533713 0.0234457 threshold=4.3500000000000005 6.5000000000000009 7.8500000000000005 7.3500000000000005 5.5000000000000009 5.4500000000000011 617.50000000000011 8.1500000000000004 534.50000000000011 3.5000000000000004 8.2500000000000018 10.850000000000003 5.7500000000000009 4.5000000000000009 577.50000000000011 5.5000000000000009 583.50000000000011 590.50000000000011 2.7500000000000004 1.5000000000000002 4.5000000000000009 596.50000000000011 4.5000000000000009 5.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 3 12 4 6 -6 -2 9 -9 -5 -4 -12 23 -14 15 19 24 18 -18 -1 -21 -19 -17 -3 -16 right_child=1 2 10 7 5 -7 -8 8 -10 -11 11 -13 13 -15 16 22 17 21 -20 20 -22 -23 -24 -25 -26 leaf_value=0.0048274895469326423 0.0032743295155246831 -0.03303275941333484 0.029540233030913646 -0.030971898983890796 -0.00026663513845060491 0.017939777333532338 -0.011648589309636352 -0.0065766652578352113 0.0073522263077014319 -0.006096837078652162 -0.0069575733406150343 0.019561478117489223 -3.1605740884275364e-05 -0.01923158045021868 0.010451358622507094 0.024913362691541527 0.0062752122289680447 0.0096108753222565336 -0.024106735460759168 -0.0055436896351435082 -0.025769667674644767 -0.0021117097894950906 0 -0.0096938055789687356 0.019819860688360606 leaf_weight=9.3365501612424833 314.61126261949539 10.150851529091595 5.4161640768870702 9.4242812385782582 52.908705689013004 63.005854185670614 36.883703127503395 55.033262092620134 65.904697131365538 63.529200898483396 23.77788706030697 6.4812169894576064 19.224053269252181 15.400177367031572 9.2633123993873614 10.551211986690761 9.9002826064825076 29.706023544073105 18.900996685028076 29.809748897328973 31.61837001144886 319.25603305548429 7.9323363732546559 5.4676869437098494 9.9957787692546827 leaf_count=61 2312 85 77 142 268 317 155 899 462 527 389 156 182 221 49 89 47 149 100 205 209 1394 58 58 55 internal_value=-0.000485946 0.000694325 -0.00682937 0.00168821 0.00367414 0.00965557 0.00166562 -0.00306785 0.000970875 -0.00975321 0.00445763 -0.000673414 -0.014872 -0.00901186 -0.00230755 -0.00739161 -0.00113642 -0.00207919 -0.0136352 -0.0133975 -0.0162806 -0.00107491 0.0148528 -0.0262382 0.0162989 internal_weight=1233.49 747.219 85.918 661.301 467.41 115.915 351.495 193.891 120.938 72.9535 35.6753 30.2591 50.2428 34.6242 486.271 89.2482 397.022 377.763 28.8013 70.7647 61.4281 348.962 18.4835 15.6185 19.2591 internal_count=8666 6250 1168 5082 3052 585 2467 2030 1361 669 622 545 546 403 2416 622 1794 1690 147 475 414 1543 147 143 104 is_linear=0 shrinkage=0.05 Tree=205 num_leaves=21 num_cat=0 split_feature=5 4 4 6 0 2 0 0 2 2 2 6 6 0 0 2 0 2 5 0 split_gain=1.36157 2.51919 2.96794 1.92058 2.492 5.16256 4.11368 2.4647 1.07197 0.988394 3.82917 2.29288 1.83765 1.68225 3.6424 3.00293 1.75221 1.55736 0.938594 0.868221 threshold=6.5000000000000009 6.5000000000000009 7.5000000000000009 1.5000000000000002 537.50000000000011 6.4500000000000011 523.50000000000011 571.50000000000011 5.0500000000000007 4.7500000000000009 4.5500000000000007 1.0000000180025095e-35 4.5000000000000009 657.50000000000011 627.50000000000011 6.2500000000000009 624.50000000000011 4.1500000000000012 3.5000000000000004 509.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 3 19 4 6 -6 -2 8 -5 10 12 -12 17 14 16 -16 -11 -1 -13 -3 right_child=1 2 -4 7 5 -7 -8 -9 -10 13 11 18 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=0.0010799231836808379 0.015629845848942097 -0.0070766075016670997 0.018336182106334278 -0.0086691181227706009 0.0074288017752068003 0.05074626321495837 -0.023468389981823913 -0.021536686514370709 0.016479047271894386 -0.0010609358766666126 0.038366865536631975 0.016220447656945022 0.019506159023202213 0.020718287686266115 -0.027260224195865185 0.0027250622956400418 0.021901464886574001 -0.0069886539328590782 -0.0024382666266438238 -0.032661086146982855 leaf_weight=427.00645252130926 21.966364497318867 7.8252911204472202 5.889070274308323 5.0325046107173028 18.251612048596147 10.824343346059321 8.4828565903007966 8.9254690259695035 13.087574042379854 538.4162024371326 8.7471546754240972 15.933803830295803 11.315367758274077 7.4422286301851264 23.210304602980614 12.05111952126026 7.4250507354736319 68.509545590728521 10.118472542613743 7.1690600700676441 leaf_count=2069 422 180 116 44 126 78 98 50 156 4412 57 80 51 32 97 50 32 375 62 83 internal_value=0.000527633 0.00587915 -0.00927388 0.00965577 0.0146133 0.0248723 0.00417859 -0.00120905 0.00914501 9.65682e-06 0.0015539 0.0173615 0.000426641 -0.00140323 -0.00173024 -0.0170819 -0.000699956 -3.73887e-05 0.00896649 -0.0208988 internal_weight=1237.63 107.454 20.8834 86.5707 59.5252 29.076 30.4492 27.0455 18.1201 1130.18 541.631 34.7994 506.831 588.545 581.103 35.2614 545.841 495.516 26.0523 14.9944 internal_count=8670 1353 379 974 724 204 520 250 200 7317 2694 199 2495 4623 4591 147 4444 2444 142 263 is_linear=0 shrinkage=0.05 Tree=206 num_leaves=15 num_cat=0 split_feature=0 0 0 3 1 4 0 0 5 6 0 0 1 0 split_gain=1.36985 1.55133 1.8537 3.27942 2.90931 3.31757 2.10901 1.72024 2.29812 1.44492 1.28258 0.77613 0.312684 0.322505 threshold=670.50000000000011 606.50000000000011 538.50000000000011 3.5000000000000004 3.5000000000000004 5.5000000000000009 536.50000000000011 608.50000000000011 1.0000000180025095e-35 1.5000000000000002 540.50000000000011 648.50000000000011 6.5000000000000009 681.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 -5 -3 11 -10 -6 -9 13 -2 right_child=12 7 4 6 10 -7 -8 8 9 -11 -12 -13 -14 -15 leaf_value=0.028770014259914125 0.0095480763400775312 -0.017953135448196895 0.0039715162629354898 -0.0035157673362017148 0.015753561579365444 0.030816598544559343 -0.024060614660893525 -0.017960432024567322 -0.0044205186872015908 0.0025606611241036914 0.00031325535227942684 -0.0041139311712240119 0.013213138080861303 -0.0011117229803589649 leaf_weight=6.4508919343352309 12.435930460691454 18.695523530244827 36.311670538038015 183.98672708589584 12.810436177998779 16.491957232356071 12.59776080213487 28.46910947561264 150.44633916020393 143.45067147910595 563.19917243719101 18.187016606330872 17.878948882222176 13.112748295068739 leaf_count=60 58 90 233 2812 95 114 115 119 645 595 3472 75 95 65 internal_value=-0.000462146 -0.000786883 0.000394249 -0.00374042 0.00174104 0.0128658 -0.00497276 -0.0035292 -0.00267248 -0.000998932 0.00069202 -0.0128674 0.00814916 0.00405285 internal_weight=1234.52 1191.1 831.849 203.035 628.813 52.8036 196.584 359.249 340.553 293.897 576.01 46.6561 43.4276 25.5487 internal_count=8643 8425 6901 2987 3914 347 2927 1524 1434 1240 3567 194 218 123 is_linear=0 shrinkage=0.05 Tree=207 num_leaves=15 num_cat=0 split_feature=3 2 2 0 2 2 2 0 0 0 0 0 4 0 split_gain=1.20002 1.87896 3.90461 2.07986 3.04765 1.89638 1.24337 2.19093 0.918225 2.10579 1.05841 0.898551 1.65495 1.35465 threshold=3.5000000000000004 5.3500000000000005 5.8500000000000005 613.50000000000011 6.6500000000000012 4.7500000000000009 0.35000000000000003 674.50000000000011 671.50000000000011 660.50000000000011 685.50000000000011 575.50000000000011 3.5000000000000004 589.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 4 -4 6 -1 -8 9 11 -10 12 -2 -13 right_child=8 2 3 -5 -6 -7 7 -9 10 -11 -12 13 -14 -15 leaf_value=0.016191766429628909 -0.011103690667251136 0.037931934317744262 0.033113452735615584 -0.01141659253834925 -0.00020046525544711475 -0.015069602238721343 0.0038083907804753385 -0.017182538099581614 0.020449663995231418 -0.018452927472138139 -0.0011445821796119335 0.0056979076167970356 -0.00090024089823866635 -0.00029112163198332877 leaf_weight=14.668870255351065 42.911406561732292 10.45451036095619 9.8275543786585349 12.761439904570578 17.926312547177076 15.412163671106098 93.941892921924591 13.275633454322813 10.270308926701547 15.246232524514197 10.40243163704872 123.77754030376673 441.60148271266371 382.20879735052586 leaf_count=75 330 56 56 54 130 84 423 63 51 64 52 694 4661 1740 internal_value=0.000300907 0.00396153 0.0120671 0.00451966 0.0121634 0.000850812 0.00301084 0.00102834 -0.00036887 -0.000592411 0.00980139 -0.000294116 -0.00183523 0.00117244 internal_weight=1214.69 188.268 50.9698 40.5153 27.7539 137.299 121.886 107.218 1026.42 1005.75 20.6727 990.499 484.513 505.986 internal_count=8533 941 296 240 186 645 561 486 7592 7489 103 7425 4991 2434 is_linear=0 shrinkage=0.05 Tree=208 num_leaves=15 num_cat=0 split_feature=2 4 0 0 6 4 2 1 2 0 0 0 0 2 split_gain=1.10808 1.52593 1.90503 1.75608 1.64586 1.69085 1.249 2.54073 2.51935 2.02009 1.20318 1.23409 0.718506 0.186279 threshold=9.7500000000000018 6.5000000000000009 561.50000000000011 475.50000000000006 1.0000000180025095e-35 5.5000000000000009 9.2500000000000018 4.5000000000000009 9.0500000000000025 527.50000000000011 475.50000000000006 614.50000000000011 527.50000000000011 10.550000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 -3 13 -6 8 9 10 -8 -1 -12 -10 -2 right_child=1 3 -4 -5 5 -7 7 -9 12 -11 11 -13 -14 -15 leaf_value=-0.015847165430222378 -0.038947103321262048 0.026372574486031131 0.01142694427515363 -0.0067288602220828752 -0.01816653351022644 0.011061362945625076 0.014596174137977645 0.033819975929865569 -0.0044757095467107553 -0.021739705730987831 0.0028238296320580434 -0.00078175196895266985 -0.031214645952785381 -0.017325388861393166 leaf_weight=8.7402186095714551 5.7539716605097073 5.9140175729989997 6.5906205624341956 8.4286899035796505 10.966507105156781 7.356893145479261 8.3663682024925929 8.0355599038302898 5.1573478765785676 5.4634673334658155 802.80316527746618 333.49923990666866 6.3417795971035957 6.0232404312118888 leaf_count=231 88 166 33 130 150 125 151 62 80 44 5784 1429 52 122 internal_value=0.00128 -0.00584322 -0.0112212 0.00742347 -0.0165488 -0.00620757 0.00159742 0.0131982 0.00136256 0 0.00160897 0.00176146 -0.0209398 -0.0305018 internal_weight=1229.44 51.0339 36.6912 14.3427 30.1006 18.3234 1178.41 21.8654 1156.54 13.8298 1145.04 1136.3 11.4991 11.7772 internal_count=8647 814 518 296 485 275 7833 257 7576 195 7444 7213 132 210 is_linear=0 shrinkage=0.05 Tree=209 num_leaves=20 num_cat=0 split_feature=0 4 0 1 5 6 0 0 0 5 0 5 0 1 0 0 3 4 4 split_gain=1.11309 2.58693 2.77479 2.50403 2.12212 1.44392 4.3436 3.68841 1.28803 1.12646 2.36363 5.97917 2.814 1.69011 1.61792 1.7287 2.36364 1.30849 1.05935 threshold=563.50000000000011 4.5000000000000009 450.50000000000006 5.5000000000000009 1.5000000000000002 1.5000000000000002 540.50000000000011 551.50000000000011 547.50000000000011 1.5000000000000002 605.50000000000011 1.0000000180025095e-35 596.50000000000011 4.5000000000000009 657.50000000000011 614.50000000000011 3.5000000000000004 4.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 -1 7 -7 -4 -6 10 11 -2 -13 -12 15 16 -11 -17 -15 right_child=9 2 5 -5 8 6 -8 -9 -10 14 13 12 -14 18 -16 17 -18 -19 -20 leaf_value=0.019011999968994296 0.014777486017897546 -0.033951198074524118 -0.0010142317548208722 -0.038204449896588812 -0.0041368285863163205 0.0056011596357240555 -0.016895040380221542 0.015176897152554509 -0.01743365151353506 -0.0071640791007302439 0.01641207689784303 -0.010820028634445155 -0.037168561624732005 -0.0034502999109202142 0.015560790072064063 -0.00028162791707687912 0.0041239129403614228 -0.010294945852266509 0.0051745821954549799 leaf_weight=5.8922012932598582 17.058909118175507 5.1141828019171944 173.42151873279363 6.5027188137173644 45.240644076839089 42.543856969103217 41.112584825605154 42.955367635935545 32.146936424076557 51.758708938956261 14.45513194799423 38.581966623663902 13.999692693352698 117.97147902101278 19.031993195414543 104.5374454408884 371.92967925965786 47.198948219418526 49.589339524507523 leaf_count=42 86 229 2283 51 514 522 324 336 245 275 62 209 69 516 90 437 2021 199 212 internal_value=-0.000638451 -0.00282814 -0.000604216 -0.0102417 -0.00757153 5.84803e-05 -0.00546441 0.00223208 -0.00987608 0.000379831 -0.00241034 -0.0101773 -0.0184913 0.000573405 0.00157148 0.00107392 0.00271955 -0.00347611 -0.000852562 internal_weight=1241.04 394.93 305.148 89.7825 83.2798 300.033 83.6564 216.377 77.3876 846.113 251.657 69.6406 52.5817 182.016 594.457 575.425 423.688 151.736 167.561 internal_count=8722 4546 3694 852 801 3465 846 2619 759 4176 1154 364 278 790 3022 2932 2296 636 728 is_linear=0 shrinkage=0.05 Tree=210 num_leaves=22 num_cat=0 split_feature=1 2 2 6 2 2 3 6 2 2 4 3 2 2 3 4 4 6 3 2 4 split_gain=1.41828 1.94739 2.83366 2.08225 2.93521 2.67813 1.82651 1.15881 1.09006 3.47483 1.33762 1.17019 2.75103 1.1075 2.74577 2.74662 1.08743 0.98832 0.914745 0.937034 0.319308 threshold=4.5000000000000009 2.4500000000000006 3.3500000000000001 1.5000000000000002 4.0500000000000007 5.9500000000000011 4.5000000000000009 1.5000000000000002 1.9500000000000002 2.4500000000000006 3.5000000000000004 5.5000000000000009 6.6500000000000012 0.8500000000000002 3.5000000000000004 4.5000000000000009 4.5000000000000009 3.5000000000000004 3.5000000000000004 0.35000000000000003 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 4 -4 -5 -1 -3 13 10 -10 17 -13 18 -15 -16 -12 -11 20 -20 -2 right_child=8 2 3 5 -6 -7 -8 -9 9 11 16 12 -14 14 15 -17 -18 -19 19 -21 -22 leaf_value=0 0.0033601782815541777 0.022045839552006018 -0.023104613188027506 0.012373177426899003 -0.0026533535487980701 -0.0025437056514441858 -0.025815700276204265 0.00066276235909002194 0.0039753073936496753 0.003588585970231619 0.032609271844909124 -0.0079506266685525403 0.0078532660800583014 -0.023570379111241838 0.0076945968044380619 -0.018294442545980134 0.011231516872246184 -0.0057048097848585002 -0.0079003485427619966 0.0089787572633889257 0.016602548656502458 leaf_weight=11.774029895663263 10.324910826981069 17.545107550919059 18.02397396415472 50.856900693848729 249.89288040949032 70.088278625160456 14.266644794493912 10.47094516083598 15.740864872932432 467.32816376723349 13.997081294655802 78.322377819567919 41.003973312675953 16.614828556776047 31.978922687470913 13.688644558191298 14.11901932954788 29.19241438806057 23.138116538524628 11.334284499287604 10.763366952538489 leaf_count=56 53 102 118 331 2871 684 79 55 70 2543 64 508 358 73 138 64 68 140 107 50 51 internal_value=0.000858671 -0.00139084 -0.000533642 -0.00166583 -0.0041286 0.0037378 -0.0144013 0.0145245 0.00214664 0.00294081 0.0163944 0.00194959 -0.00245827 -0.00224453 -0.0067973 -0.000213447 0.0228002 0.00302177 0.00280058 -0.00211299 0.010791 internal_weight=1220.47 442.919 416.878 388.862 267.917 120.945 26.0407 28.0161 777.547 659.704 43.857 615.847 119.326 117.843 62.2824 45.6676 28.1161 496.521 55.5607 34.4724 21.0883 internal_count=8583 4296 4161 4004 2989 1015 135 157 4287 3751 202 3549 866 536 275 202 132 2683 261 157 104 is_linear=0 shrinkage=0.05 Tree=211 num_leaves=12 num_cat=0 split_feature=2 2 0 5 3 3 1 3 5 0 6 split_gain=1.48805 2.15815 1.36399 2.00016 2.09422 1.77949 1.35967 1.64123 1.1073 0.792185 0.553057 threshold=0.55000000000000016 1.1500000000000001 502.50000000000006 7.5000000000000009 6.5000000000000009 5.5000000000000009 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 630.50000000000011 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=8 9 6 4 -4 -5 7 -3 -1 -2 -10 right_child=1 2 3 5 -6 -7 -8 -9 10 -11 -12 leaf_value=0.0026294374060947482 0.020877667732631656 0.0083396328742076989 -0.0015919759252854507 -0.003042048356294653 0.0086169542841398449 -0.026290742768316402 0.025366734993560291 -0.011103787563956694 -0.0061529724027000283 0.0037182451366118089 -0.019106936165947511 leaf_weight=13.419637501239775 13.826159134507181 39.346298802644014 999.00898008607328 20.098532764241099 51.789122616872191 14.043350748717783 7.1134124258533111 13.741376279853283 17.867196843028069 14.837396949529646 20.678256094455719 leaf_count=69 63 803 6022 209 440 191 128 428 85 66 94 internal_value=-0.00108998 -0.000714817 -0.00106287 -0.00147503 -0.00107636 -0.0132231 0.00618615 0.00310215 -0.00929629 0.0125886 -0.0135362 internal_weight=1225.77 1173.8 1145.14 1084.94 1050.8 34.1419 60.2011 53.0877 51.9651 28.6636 38.5455 internal_count=8598 8350 8221 6862 6462 400 1359 1231 248 129 179 is_linear=0 shrinkage=0.05 Tree=212 num_leaves=11 num_cat=0 split_feature=4 0 0 0 0 0 0 0 2 1 split_gain=0.73155 1.9638 4.61376 1.05265 2.44673 1.5299 2.02583 2.38131 0.308037 0.149476 threshold=7.5000000000000009 546.50000000000011 504.50000000000006 475.50000000000006 461.50000000000006 482.50000000000006 495.50000000000006 498.50000000000006 9.2500000000000018 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 9 -8 -6 -7 right_child=1 -3 -4 5 8 6 7 -9 -10 -11 leaf_value=0.010312910820593171 0.023788677172138926 0.030950886333604401 -0.026217271604994048 0.021077385464573585 -0.03508898373896472 -0.0093593765485984106 0.025509261987704857 0.00074038736531680882 -0.012094454873106718 -0.026855021910091127 leaf_weight=7.0016148854047087 8.6857665088027769 6.4155188500881186 7.8066677730530492 8.3497051894664747 5.0096567217260581 5.0177202140912396 8.8022203147411329 1168.642812654376 5.2566203083842993 5.2485791081562638 leaf_count=271 193 42 96 158 106 151 98 7279 104 161 internal_value=0.000900389 0.00958014 0 0.000724641 -0.0111684 0.000909708 0.000746109 0.000951284 -0.0258775 -0.0203375 internal_weight=1236.24 22.908 16.4924 1213.33 17.2679 1196.06 1187.71 1177.45 10.2663 10.2663 internal_count=8659 331 289 8328 481 7847 7689 7377 210 312 is_linear=0 shrinkage=0.05 Tree=213 num_leaves=20 num_cat=0 split_feature=2 2 6 6 4 0 0 0 4 0 0 5 0 0 1 4 5 0 0 split_gain=1.51298 2.34007 5.3061 2.929 4.25699 4.34383 1.94084 3.30874 2.84053 2.21103 4.65906 2.54371 1.86966 2.17786 2.01391 1.62999 1.38473 1.30309 0.146754 threshold=4.3500000000000005 4.4500000000000011 1.5000000000000002 2.5000000000000004 3.5000000000000004 534.50000000000011 548.50000000000011 540.50000000000011 5.5000000000000009 566.50000000000011 578.50000000000011 3.5000000000000004 628.50000000000011 636.50000000000011 4.5000000000000009 5.5000000000000009 2.5000000000000004 560.50000000000011 557.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 12 -5 -6 7 8 -1 11 16 17 14 -14 -3 -12 -11 -8 -13 right_child=1 3 -4 4 5 -7 9 -9 -10 10 15 18 13 -15 -16 -17 -18 -19 -20 leaf_value=-0.019668995929438 0.037706252005076879 -0.0027751892926946272 -0.010607918279354697 -0.012348631865669216 -0.01487918303326235 0.018685971344776366 -0.01611389134350075 -0.040660680110817707 0.019054031062862596 -0.0062357313941718111 0.00015886186673269413 0.030481938117023322 -0.02758222957973816 -0.002717522830344655 0.003057832417392976 -0.009465697551456707 -0.027841583993957777 0.01066165410753106 0.014549937567780662 leaf_weight=9.7230068035423809 12.12358530983329 293.28510204982013 9.1782901622354967 18.125010438263416 10.314807478338478 66.354605671018362 8.3413419276475924 7.8297959007322779 7.4414860326796761 13.292095482349394 346.19448431581259 8.1626880541443843 12.263342559337614 28.601873263716698 296.46035470906645 49.240244977176189 21.022147387266159 7.7351256012916556 7.944573648273944 leaf_count=93 68 3355 47 93 136 382 60 63 74 72 1557 54 52 119 1989 229 122 46 50 internal_value=-0.000248785 0.00116027 0.0171228 0.000661716 0.0088112 0.0139724 -0.00241779 -0.0157378 -0.00248102 -0.00165383 -0.0026179 0.0107596 -0.000567421 -0.0107793 0.000148773 -0.00104785 -0.0200274 -0.00306823 0.0242259 internal_weight=1233.63 746.707 21.3019 725.405 94.7944 76.6694 486.927 24.9943 17.1645 461.933 429.749 32.1837 630.611 40.8652 589.745 395.435 34.3142 16.0765 16.1073 internal_count=8661 6241 115 6126 611 518 2420 230 167 2190 1980 210 5515 171 5344 1786 194 106 104 is_linear=0 shrinkage=0.05 Tree=214 num_leaves=18 num_cat=0 split_feature=0 2 0 0 5 2 4 2 4 1 2 5 5 4 2 1 0 split_gain=1.46043 1.2461 0.911822 2.74655 3.69309 2.28949 2.59997 2.58268 1.13076 1.07972 1.78919 1.35316 0.802708 1.75129 1.57245 1.34039 0.88752 threshold=623.50000000000011 6.1500000000000012 507.50000000000006 513.50000000000011 4.5000000000000009 7.2500000000000009 7.5000000000000009 6.1500000000000012 5.5000000000000009 4.5000000000000009 4.6500000000000012 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 5.4500000000000011 4.5000000000000009 684.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 5 4 -4 7 8 -1 -7 10 -5 -11 13 16 15 -14 -2 right_child=1 -3 3 9 -6 6 -8 -9 -10 11 -12 -13 14 -15 -16 -17 -18 leaf_value=-0.0021075574480057444 -0.013003746980181408 0.014774205767943374 0.039017220599169143 0.0020437572312690228 -0.0032668374677061666 -0.016335893181023371 0.025774752568859971 -0.041159962122701413 0 0.0033395426148884592 -0.0057303532115804464 -0.0018086247761543652 0.019450779275808683 0.011437222081515173 -0.013132996538360127 0.003405464902476367 0.0021514495542248289 leaf_weight=8.769595770165326 29.470800831913948 19.7611293643713 9.0222869515419024 104.60359152778983 9.9534100722521526 15.466446971055118 6.5639458345249286 7.9784384649246922 30.046993629075587 208.73640467971563 242.30410499125719 324.58990202099085 13.471321940422056 14.046088814735411 12.097012460231779 161.46483638882637 13.011507771909235 leaf_count=154 126 83 104 614 149 358 148 176 693 1086 2020 2008 56 60 51 685 69 internal_value=-0.00031752 0.00297163 -0.00121953 -0.000784904 0.0175342 -0.00673379 -0.00131973 -0.022264 -0.00580491 -0.00120494 -0.00337271 0.000199417 0.0019371 -0.00319849 0.00352461 0.00477302 -0.00830429 internal_weight=1231.36 263.323 968.035 899.21 18.9757 68.8254 52.0774 16.748 45.5134 880.234 346.908 533.326 243.562 56.5284 187.033 174.936 42.4823 internal_count=8640 1130 7510 5981 253 1529 1199 330 1051 5728 2634 3094 1047 255 792 741 195 is_linear=0 shrinkage=0.05 Tree=215 num_leaves=21 num_cat=0 split_feature=5 0 2 1 5 2 0 0 4 5 4 6 0 5 5 0 4 2 6 4 split_gain=0.951367 2.26396 2.48602 1.568 2.19858 3.26602 3.69042 2.25203 2.11961 1.60321 1.16325 1.43053 1.09401 5.75186 2.65423 1.89451 1.48258 2.8159 2.7165 0.789535 threshold=7.5000000000000009 565.50000000000011 9.0500000000000025 3.5000000000000004 5.5000000000000009 8.8500000000000032 525.50000000000011 537.50000000000011 5.5000000000000009 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 521.50000000000011 5.5000000000000009 4.5000000000000009 512.50000000000011 4.5000000000000009 8.2500000000000018 1.0000000180025095e-35 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 10 4 7 6 -6 9 -9 -1 11 -2 13 14 -5 -15 17 -14 -18 -4 right_child=1 -3 19 12 5 -7 -8 8 -10 -11 -12 -13 16 15 -16 -17 18 -19 -20 -21 leaf_value=-0.021612241920627249 0.001478556235356764 0.013478724238125159 -0.0093044248968815382 0.0070610111967343223 0.049715891236701053 -0.0075945710155945409 0.0075891609874722613 0.00079358684403927856 0.024063469772411913 0.00013861423299593709 -0.038839043030886367 -0.023892513397931362 6.2888271867100364e-05 -0.0286632799232177 0.034869008935595767 0.0050009112979724525 -0.00939693522855428 0.016998054553200668 -0.0007334451174275501 0.012554630935662085 leaf_weight=12.764945517294107 8.7808479070663505 10.003764159977434 5.6897242553532115 27.760356285609305 9.1408968027681166 8.8220417434349638 12.252789158374069 30.32776565104723 13.845793470740317 20.832585711963475 6.2807071814313522 12.232636829838155 501.45712139457464 11.267340242397042 12.368802538141606 5.5947146266698828 120.56307350471616 24.844254735857248 360.7134213745594 9.4632700663059932 leaf_count=196 143 58 92 394 180 202 88 189 92 349 131 197 2522 213 180 68 866 158 2128 182 internal_value=-0.000249085 -0.00677331 -0.0118617 4.40197e-05 0.00576019 0.0169833 0.0272283 0.00117604 0.00856923 -0.00836664 -0.0206571 -0.0134781 -0.000535981 0.00613182 0.0163931 -0.0175592 -0.000923792 0.000902521 -0.00292906 0.00396945 internal_weight=1225.01 52.451 42.4472 1172.56 107.987 30.2157 21.3937 77.7711 44.1736 33.5975 27.2942 21.0135 1064.57 56.9912 40.1292 16.8621 1007.58 526.301 481.276 15.153 internal_count=8628 803 745 7825 1296 470 268 826 281 545 471 340 6529 855 574 281 5674 2680 2994 274 is_linear=0 shrinkage=0.05 Tree=216 num_leaves=12 num_cat=0 split_feature=0 2 5 0 0 0 2 2 2 4 4 split_gain=2.0177 1.3729 1.93707 1.41614 0.924325 0.777567 3.2553 1.99136 0.667701 0.624402 0.522488 threshold=691.50000000000011 10.850000000000003 6.5000000000000009 643.50000000000011 638.50000000000011 660.50000000000011 1.9500000000000002 0.55000000000000016 3.3500000000000001 5.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 9 6 -5 -7 -6 -1 -3 right_child=-2 2 -4 5 8 7 -8 -9 -10 -11 -12 leaf_value=0.00092423024397276078 -0.016379823868880851 -0.010901819650305627 0.031401383783888605 -0.006210077621477076 -0.016824653134943367 0.018562461745132108 0.016623128460458998 -0.0046577601672164364 -0.00030343953672842355 -0.0017688632959032753 0.0091163857449183868 leaf_weight=754.67286274395883 16.495206572115421 5.01512856828049 7.7260666089132419 22.342380315065384 12.988133341073992 11.070644438266752 45.974470317363739 38.03867344558239 12.058065026998518 299.53071759454906 6.1150749223306775 leaf_count=4742 88 70 152 94 53 56 189 169 51 2875 140 internal_value=0.000468256 0.000714277 0.0137638 0.000493158 -7.17333e-05 0.00568399 0.00910175 0.000742938 -0.00937979 0.000153352 0 internal_weight=1232.03 1215.53 18.8563 1196.68 1079.25 117.426 68.3169 49.1093 25.0462 1054.2 11.1302 internal_count=8679 8591 362 8229 7721 508 283 225 104 7617 210 is_linear=0 shrinkage=0.05 Tree=217 num_leaves=18 num_cat=0 split_feature=2 2 6 4 0 0 3 0 0 2 0 0 0 2 2 5 2 split_gain=1.4019 1.94086 1.63655 3.08054 3.89573 2.89056 3.13151 2.30702 1.39457 1.56544 2.28357 3.32145 1.67903 2.39253 1.83936 1.51777 1.50423 threshold=3.3500000000000001 3.2500000000000004 2.5000000000000004 2.5000000000000004 608.50000000000011 666.50000000000011 4.5000000000000009 639.50000000000011 474.50000000000006 9.4500000000000011 561.50000000000011 539.50000000000011 502.50000000000006 7.2500000000000009 9.2500000000000018 5.5000000000000009 10.450000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 -5 6 -4 -1 15 12 11 -11 13 -10 -14 -2 -17 right_child=8 -3 5 4 -6 -7 -8 -9 9 10 -12 -13 14 -15 -16 16 -18 leaf_value=0.005373036165737418 0.029964638061502482 0.022061031003475288 -0.019527918722319029 -0.0011258874988073714 0.012326430406080658 0.015627606678322144 0.0044404218328584445 -0.024086005348253517 -0.0056650397890227579 -0.0055415649588449866 0.012815227779021979 -0.038149418180303249 -0.00080511460261050132 0.022502804590527947 0.018292552920884751 -0.011554266500105213 0.020724215824283555 leaf_weight=10.759914845228197 6.8166422573849585 12.654081720858811 30.94674464315176 92.966802064329386 124.28303630650043 13.573702797293661 22.732959553599358 14.383591242134569 11.58823665045202 32.451437696814537 8.8189328871667367 9.7116516642272455 796.30039946362376 17.913128844462335 11.797100987285374 7.7637621173635107 5.1000487990677357 leaf_count=48 178 65 135 505 533 65 104 68 226 511 46 90 5299 326 81 233 148 internal_value=0.000718045 0.00354673 0.00270544 0.00462689 0.00656814 -0.00411286 -0.00939049 -0.0115647 -0.000283024 -0.000586485 -0.00900667 -0.013878 -5.78834e-05 0.0114515 -0.000497871 0.0125424 0.00145414 internal_weight=1230.56 322.301 309.647 242.393 217.25 67.2534 53.6797 25.1435 908.261 888.581 50.982 42.1631 837.599 29.5014 808.098 19.6805 12.8638 internal_count=8661 1523 1458 1154 1038 304 239 116 7138 6579 647 601 5932 552 5380 559 381 is_linear=0 shrinkage=0.05 Tree=218 num_leaves=11 num_cat=0 split_feature=0 3 0 0 4 4 6 2 2 6 split_gain=1.68979 2.31391 1.3003 2.40038 3.5602 1.64205 1.54979 3.20112 2.47894 0.974697 threshold=699.50000000000011 2.5000000000000004 558.50000000000011 556.50000000000011 5.5000000000000009 4.5000000000000009 1.5000000000000002 7.0500000000000007 1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 5 -5 -3 8 -8 -4 -1 right_child=-2 2 6 4 -6 -7 7 -9 -10 -11 leaf_value=-0.0043480136221579462 0.020967255480212398 -0.0040223762010921111 0.0196117779820799 0.00063591463607850845 0.044645676110741384 0.004315647376484614 0.0039127041775602429 -0.010936750011294584 -0.0026574127423358018 -0.0224223047420129 leaf_weight=18.665287941694263 9.2574849873781186 74.501654164865613 11.81187518686056 10.458536896854641 7.5861580558121195 264.40538525115699 329.33638117089868 39.671649381518364 457.91251488775015 13.333337068557737 leaf_count=88 54 742 55 77 59 3369 1572 222 2388 60 internal_value=0.00074312 0.000569607 0.00093321 0.00345667 0.0207733 0.00246156 -0.000137619 0.0022775 -0.00204633 -0.0124821 internal_weight=1236.94 1227.68 1195.68 356.952 18.0447 338.907 838.732 369.008 469.724 31.9986 internal_count=8686 8632 8484 4247 136 4111 4237 1794 2443 148 is_linear=0 shrinkage=0.05 Tree=219 num_leaves=15 num_cat=0 split_feature=0 0 0 0 2 0 6 2 2 0 1 2 2 4 split_gain=1.76617 3.26677 2.51193 2.44684 1.52976 1.41114 1.70713 1.61914 1.50687 1.12629 0.846687 1.91384 1.52562 0.458014 threshold=610.50000000000011 606.50000000000011 613.50000000000011 615.50000000000011 5.0500000000000007 602.50000000000011 1.5000000000000002 1.5500000000000003 4.5500000000000007 599.50000000000011 4.5000000000000009 3.9500000000000006 4.8500000000000005 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 13 -4 -3 7 8 -1 -7 -9 11 -5 -12 -2 right_child=2 4 3 10 -6 6 -8 9 -10 -11 12 -13 -14 -15 leaf_value=0.012332890384586815 0.024991686323712837 -0.02479268680846769 -0.016564525453507419 -0.0019184467620946102 -0.0018066164807483656 -0.013776432506526421 0.019191039880711525 -0.0013905268270464049 0.011014873968437916 -0.011912627983037423 0.0034943886185993221 0.023687108602624778 -0.0051977666560684976 0.0093523490029448486 leaf_weight=19.870722874999046 11.787366405129434 20.632909491658211 16.81662130355835 13.998951703310015 11.868088841438292 10.995904639363291 17.854435041546822 747.76430126838386 11.469139620661734 25.526161909103394 235.57726781070232 13.252833545207976 62.882330670952797 12.712384045124052 leaf_count=97 51 100 76 58 53 52 80 6531 54 127 1012 56 268 56 internal_value=-0.000299238 -0.00153457 0.00259811 0.0014507 -0.0168528 -0.000911771 0.00808145 -0.00138483 -0.000976549 -0.00175925 0.002444 0.0107545 0.0016351 0.0177579 internal_weight=1233.01 865.982 367.028 342.528 32.501 833.481 40.3195 793.161 22.465 773.29 325.711 27.2518 298.46 24.4998 internal_count=8671 7094 1577 1470 153 6941 186 6755 106 6658 1394 114 1280 107 is_linear=0 shrinkage=0.05 Tree=220 num_leaves=22 num_cat=0 split_feature=0 2 4 0 0 5 1 0 3 2 1 5 0 2 0 5 2 2 2 2 2 split_gain=1.63453 2.23075 4.6922 2.30501 3.07237 3.00292 4.18292 2.7633 2.70128 1.51497 5.39449 1.21003 3.28688 1.56433 3.46727 2.41831 1.48949 0.550493 0.435752 0.373411 0.313379 threshold=530.50000000000011 9.7500000000000018 6.5000000000000009 502.50000000000006 475.50000000000006 3.5000000000000004 3.5000000000000004 520.50000000000011 6.5000000000000009 9.8500000000000032 4.5000000000000009 1.0000000180025095e-35 584.50000000000011 4.8500000000000005 627.50000000000011 2.5000000000000004 1.1500000000000001 11.15 8.1500000000000004 10.550000000000002 11.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 19 4 18 6 -5 -7 -6 11 -11 12 -2 15 -15 -13 -14 -4 -1 -3 -21 right_child=9 2 17 5 8 7 -8 -9 -10 10 -12 13 16 14 -16 -17 -18 -19 -20 20 -22 leaf_value=-0.0013960660225237087 0.021454398494157485 -0.038945703824220253 -0.00089266846284638188 -0.025295164710348064 0.02293099312870258 -0.022027526949723576 0.019718707472619487 -0.001203656230241697 -0.011465936466723619 0.044234761206297386 -0.009538109566757871 0.0067803812990324943 0.0032377658846099709 0.00035588989173243645 -0.016334394405816903 -0.00019663783703599476 -0.012103699965898704 0.019007529844213823 -0.022294314030752979 -0.0078012028265110542 -0.02796801702094831 leaf_weight=5.033611726947127 9.5293235480785352 9.3592611653730291 6.6978494534268957 5.9259946048259762 25.52101345546544 31.580198798328638 19.142216276377439 32.467883847653866 6.3931474890559903 7.5819496586918858 9.3455394804477674 240.46288429200649 20.228671498596668 434.33066771551967 32.480944931507111 252.84806993603706 60.145049214363098 5.2074575750157237 5.787249568849802 5.6200929339975101 5.3128955410793424 leaf_count=143 58 170 137 74 440 469 188 346 156 63 62 1113 100 2890 136 1362 265 132 146 94 136 internal_value=0.000245922 -0.00437963 -0.0159812 -0.00140998 0.00797172 -0.00600292 0.00832371 -0.0117289 0.0157496 0.000965238 0.0153922 0.00071348 -0.00479024 0.00123848 -0.000827173 0.00320101 -0.00818874 0.00822273 -0.0139364 -0.0301355 -0.0195428 internal_weight=1231 164.049 32.1976 131.851 42.735 89.1163 25.0682 64.0481 31.9142 1066.95 16.9275 1050.03 89.903 960.123 466.812 493.311 80.3737 11.9053 10.8209 20.2922 10.933 internal_count=8680 2631 669 1962 885 1077 262 815 596 6049 125 5924 423 5501 3026 2475 365 269 289 400 230 is_linear=0 shrinkage=0.05 Tree=221 num_leaves=20 num_cat=0 split_feature=2 5 1 2 1 2 2 6 2 5 2 2 4 2 4 4 2 6 4 split_gain=1.34194 1.93729 3.85013 2.22313 1.77224 3.40932 2.15372 2.6707 1.73528 1.68775 1.63925 1.48138 1.39515 1.38394 2.47716 1.306 3.72655 1.17135 0.6851 threshold=6.8500000000000005 6.5000000000000009 5.5000000000000009 6.3500000000000005 4.5000000000000009 9.7500000000000018 8.9500000000000011 2.5000000000000004 7.6500000000000012 2.5000000000000004 6.7500000000000009 10.750000000000002 6.5000000000000009 9.2500000000000018 3.5000000000000004 2.5000000000000004 2.4500000000000006 1.0000000180025095e-35 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 18 6 13 7 8 -2 -8 15 -7 -11 14 -6 16 -1 -17 -3 right_child=4 2 -4 -5 5 11 9 -9 -10 12 -12 -13 -14 -15 -16 17 -18 -19 -20 leaf_value=-0.0084912590133300256 0.00020243976614284554 -0.031052605384337812 0.023221247751191318 0.010683173800294796 -0.0067342973417916221 -0.025197311301527605 -0.014258368786631864 0.017115529045937355 -0.013049242382519156 0.0048958237800695008 -0.016848628835524595 0.0054414837773038224 0.021970832299616095 0.027810279008770852 0.012335230355291285 0.0036000478444656323 0.016375324543170856 -0.00088445164478626645 -0.014218024774606453 leaf_weight=22.303917802870274 45.719717649742961 10.236628940328954 6.7086420617997637 6.2886686716228715 19.801150906831026 9.3351380340754968 6.828817897476255 12.221623385325072 50.867706762626767 40.220117909833789 12.407685722224413 5.5187318297103038 17.308542642742395 10.307231349870561 92.101336570456624 191.01245160214603 41.38717433065176 599.92159664258361 27.279005392454565 leaf_count=105 501 82 44 74 108 87 79 101 693 620 86 56 344 72 657 1232 197 3233 280 internal_value=0.000887202 -6.97155e-05 -0.00949524 -0.0150238 0.00372461 0.00795182 0.000323558 -0.00392574 -0.00678752 0.00753447 0.000483957 -0.0138733 0.0104062 0.0107362 0.00888683 0.000760838 0.00759338 0.00019543 -0.0196283 internal_weight=1227.78 917.546 50.5129 43.8043 310.23 137.064 173.167 108.809 96.5874 64.3575 867.033 14.8539 57.5287 122.21 111.902 854.625 63.6911 790.934 37.5156 internal_count=8651 5333 480 436 3318 980 2338 1295 1194 1043 4853 143 964 837 765 4767 302 4465 362 is_linear=0 shrinkage=0.05 Tree=222 num_leaves=13 num_cat=0 split_feature=5 0 0 0 2 0 0 0 1 0 2 0 split_gain=1.23917 1.78616 2.3487 1.71218 2.23419 1.62112 1.836 1.58517 1.31287 3.32332 2.80435 0.100181 threshold=5.5000000000000009 477.50000000000006 500.50000000000006 604.50000000000011 2.8500000000000001 638.50000000000011 636.50000000000011 641.50000000000011 3.5000000000000004 551.50000000000011 6.3500000000000005 496.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 11 4 -2 6 -4 -7 9 -6 -10 -3 right_child=3 2 5 -5 8 7 -8 -9 10 -11 -12 -13 leaf_value=0.023581332767483885 0.019984278126963184 -0.021595332072708844 0.0021472981527971414 0.013838796989512018 -0.0049322137257241652 -0.017422523129786489 0.020515774912535232 -0.0012507065744256345 -0.016012047352801522 0.027847598629819833 -0.0010033844514121221 -0.0089670294605725103 leaf_weight=8.0889907614327949 8.031752794981001 8.9156020982190949 837.67400997132063 13.11850096285343 36.83278329577297 16.123967900872231 12.921791434288023 142.80582577735186 58.474168092943728 8.6974053829908353 67.193565095774829 6.7738116569817057 leaf_count=192 46 243 5165 58 734 67 53 632 492 53 782 90 internal_value=0.000788641 0.00147809 0.00127601 -0.00287772 -0.004199 0.0015866 0.00245598 -0.00302134 -0.00547206 0.001686 -0.00809778 -0.0173067 internal_weight=1225.65 1033.3 1025.22 192.348 179.23 1009.53 850.596 158.93 171.198 45.5302 125.668 15.6894 internal_count=8607 6442 6250 2165 2107 5917 5218 699 2061 787 1274 333 is_linear=0 shrinkage=0.05 Tree=223 num_leaves=21 num_cat=0 split_feature=1 6 4 5 2 2 6 2 2 6 2 2 5 6 2 2 1 5 3 3 split_gain=1.33403 2.93853 4.23524 2.58672 2.07972 3.12704 1.4678 2.49845 1.32034 3.45083 1.29552 1.10768 0.978162 3.59549 2.19391 0.704204 0.663565 0.653829 1.19709 0.194829 threshold=3.5000000000000004 1.5000000000000002 5.5000000000000009 5.5000000000000009 9.7500000000000018 5.8500000000000005 2.5000000000000004 5.8500000000000005 10.050000000000002 1.0000000180025095e-35 9.5500000000000025 8.2500000000000018 5.5000000000000009 1.0000000180025095e-35 6.1500000000000012 6.3500000000000005 4.5000000000000009 8.5000000000000018 6.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 4 5 -1 7 -3 10 -10 12 15 14 -14 -2 -4 -11 18 -5 -12 right_child=8 2 11 17 -6 -7 -8 -9 9 16 19 -13 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.0050430184479458677 -0.00066969823582736603 0.025282071958683035 0.014226442400357135 0.0088872847509692977 0.0072379187946834877 -0.031707782712974288 -0.025292038762499271 -0.016211156240785351 0.012052398591992931 -0.036210154840360533 0.0068669850828201543 0.0041131903904484566 -0.016411897768914361 0.0015149573095158233 0.0047812113877735742 0.04482988125996349 -0.011669573669947253 -0.011867114126907498 -0.015130670414351524 0.022509025705665171 leaf_weight=19.807168310508132 683.29080895520747 5.3493349105119723 5.3148379009217042 23.150889878161255 6.88894373551011 26.670087806880474 7.2083255089819422 7.4239900903776288 8.9292878704145568 7.2599797444418055 6.2992978021502477 5.5847383458167306 38.649447176605463 93.111771847121418 251.32607718557119 5.8159708753228188 7.4532827483490109 7.6797926798462859 5.5415435489267102 5.9449557978659868 leaf_count=144 3561 33 39 336 125 345 56 85 124 118 59 80 414 772 1804 65 71 187 146 80 internal_value=-0.000402789 -0.00524733 0.00646832 -0.0101119 -0.0170177 -0.020795 -0.00875258 0.0013767 0.000152626 -0.0112841 0.000418162 0.0244125 0.000220174 -0.00378987 0.000794295 0.0330066 -0.0256307 7.10101e-05 0.0037268 0.0159653 internal_weight=1228.7 126.436 36.6972 89.7384 53.3662 46.4773 19.9817 12.7733 1102.26 23.6426 1078.62 16.7155 1066.38 131.761 934.617 11.1308 14.7133 36.3722 28.6924 12.2443 internal_count=8644 1641 358 1283 614 489 174 118 7003 313 6690 184 6551 1186 5365 104 189 669 482 139 is_linear=0 shrinkage=0.05 Tree=224 num_leaves=18 num_cat=0 split_feature=2 2 2 2 2 4 6 2 0 0 3 2 6 2 2 0 0 split_gain=1.04882 4.09876 2.48207 2.24709 3.29611 2.39101 2.50596 2.00662 1.99906 1.82751 1.55491 1.35042 1.19799 3.71168 2.45612 0.706665 0.290703 threshold=4.2500000000000009 3.9500000000000006 4.3500000000000005 3.3500000000000001 2.8500000000000001 5.5000000000000009 1.5000000000000002 4.4500000000000011 607.50000000000011 583.50000000000011 4.5000000000000009 2.5500000000000003 2.5000000000000004 5.5500000000000007 4.5500000000000007 598.50000000000011 551.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 11 6 -5 -4 9 16 -2 -1 14 -14 -9 -6 -3 right_child=2 8 7 5 15 -7 -8 12 -10 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=0.0014112390531297015 -0.02948410090599788 0.0062041875150612262 0.015655507421622049 -0.017773573867966651 0.0060344744813771167 0.011042401434405002 0.00018907107231460764 -0.022177437896435337 0.027187231444797611 -0.0073516440850762109 -0.0017024301608081359 -0.0086150737298235705 0.020475886311593198 -0.0014584330610175711 -0.0009653831417719465 0.016217827305858627 0.021944415782387094 leaf_weight=201.35188268870115 10.977761425077917 6.718307398259646 18.368501165881753 42.698063936084509 35.727870039641857 15.536730360239742 33.925822418183088 12.994365788996218 20.870761901140213 12.457819804549215 9.612197155132888 39.232798993587494 25.506167571991682 69.123363740742207 614.54991293791682 40.25180196762085 10.730991609394549 leaf_count=938 54 63 100 233 206 95 169 82 88 65 60 187 143 466 5369 171 66 internal_value=0.000422383 0.00230862 -0.000711333 0.000615399 0.00262815 -0.00619856 -0.00985608 -0.000216994 0.0155662 0.00667738 -0.0174257 -0.000231975 -0.000648715 0.00455369 -0.00144715 0.0116349 0.0168199 internal_weight=1220.64 459.503 761.132 408.725 316.564 92.1606 76.6239 740.542 50.7779 29.9071 20.59 240.585 722.174 94.6295 627.544 75.9797 17.4493 internal_count=8555 2281 6274 1999 1502 497 402 6160 282 194 114 1125 6060 609 5451 377 129 is_linear=0 shrinkage=0.05 Tree=225 num_leaves=20 num_cat=0 split_feature=0 3 2 2 6 0 0 5 0 6 6 2 0 2 0 0 0 0 0 split_gain=1.12425 2.90159 3.43168 2.43061 2.84379 2.74049 2.25484 2.12469 4.34269 4.31549 2.64067 3.57568 1.97717 1.24862 2.20158 2.05701 1.67906 1.84547 1.54215 threshold=502.50000000000006 6.5000000000000009 10.15 9.3500000000000032 1.5000000000000002 495.50000000000006 478.50000000000006 6.5000000000000009 537.50000000000011 1.5000000000000002 1.5000000000000002 7.8500000000000005 573.50000000000011 1.3500000000000003 509.50000000000006 513.50000000000011 610.50000000000011 629.50000000000011 592.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 -1 -5 13 9 -9 11 -10 -12 16 -15 -16 18 -18 -2 right_child=7 2 -4 6 -6 -7 -8 8 10 -11 12 -13 -14 14 15 -17 17 -19 -20 leaf_value=0.013424174584446572 -0.0011010415692735071 -0.028047731699514019 0.018588207499368119 0.014162113417030201 -0.0065246885126057433 0.048419627198102701 -0.021645320917777634 -0.03479848118158417 0.00036272375376004322 0.012044161545606943 0.002535609336070672 0.040035510568043033 -0.027046062206571481 -0.021841307618417558 0.022545848252187362 0.0017912741394314606 0.014223113294720211 -0.0046791051088438769 -0.027928607290750387 leaf_weight=14.800962232053285 10.284313730895521 9.5496560074388963 5.3101080404594532 8.5787527319043857 6.4897705204784861 10.001495301723478 7.081735427491366 19.395703345537189 21.830003000795845 5.7326228991150847 10.852959141135218 6.8131316639482966 9.8784551098942739 8.7083795685321075 11.144907917827366 976.00773656368256 15.646351411938666 56.362678319215775 11.414930894970892 leaf_count=338 50 292 168 189 103 113 157 284 158 88 91 52 54 153 131 5800 65 264 53 internal_value=0.00108599 0.00761088 -0.010946 0.0136939 0.0215512 0.0290594 -0.00205735 0.000728994 -0.00737365 -0.0238688 0.00122917 0.0110003 -0.0119258 0.00129388 0.00181757 0.00205323 -0.00417914 -0.000364928 -0.0160427 internal_weight=1225.88 61.8125 14.8598 46.9527 31.2922 24.8025 15.6605 1164.07 74.5029 25.1283 49.3745 28.6431 20.7314 1089.57 995.861 987.153 93.7083 72.009 21.6992 internal_count=8603 1360 460 900 554 451 346 7243 727 372 355 210 145 6516 6084 5931 432 329 103 is_linear=0 shrinkage=0.05 Tree=226 num_leaves=19 num_cat=0 split_feature=1 2 2 2 5 2 2 2 5 0 6 0 6 0 5 0 5 5 split_gain=1.41302 3.26058 2.62247 0.954736 2.43243 3.00533 4.55178 1.63799 3.50607 3.16398 2.21747 1.48984 3.03919 2.7744 1.48058 4.45105 2.62338 1.17153 threshold=2.5000000000000004 9.3500000000000032 7.6500000000000012 5.8500000000000005 5.5000000000000009 3.6500000000000008 2.8500000000000001 6.1500000000000012 2.5000000000000004 542.50000000000011 1.5000000000000002 590.50000000000011 1.5000000000000002 599.50000000000011 5.5000000000000009 478.50000000000006 6.5000000000000009 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 11 6 -6 8 10 -10 -5 12 -2 -13 15 -9 -16 -7 right_child=3 -3 -4 7 5 17 -8 14 9 -11 -12 13 -14 -15 16 -17 -18 -19 leaf_value=0.0061851307843063608 -0.0079556871258118656 -0.015901115547720692 0.05082547033699028 -0.0083574203490994255 0.018312901914761731 0.019305339474602771 -0.02660687992413685 0.036747716569063123 -0.025033863793585989 0.0075834054991096916 -0.044087885042416557 0.011226552648841386 0.003930930731289352 -0.00017952920043753091 -0.016564308566335881 -0.00040094110135949321 0 0.0002521649104940837 leaf_weight=8.3899557208642381 144.24878672324121 5.9145720191299906 5.1749108964577308 9.4338404312729853 9.2344600297510642 41.622359193861485 11.50498443841934 7.2782953744754186 9.0919836554676277 27.12037380412221 9.0002472773194295 60.841249383985996 83.979305377230048 380.78216004371643 37.896748453844339 303.8419537236914 61.005918555893004 10.64477896504104 leaf_count=107 996 153 98 58 52 311 74 150 115 165 48 307 520 1668 456 2380 850 121 internal_value=-0.00022387 0.0127919 0.0258788 -0.000448385 0.00065832 0.00926241 -0.00645352 -0.002226 -0.0102879 -0.00092424 -0.0274307 -0.00028439 -0.00356198 0.00140237 -0.00111697 0.00056704 -0.00641709 0.0155964 internal_weight=1227.01 19.4794 13.5649 1207.53 742.858 73.0066 20.7394 464.669 54.6464 36.2124 18.4341 669.852 228.228 441.623 410.023 311.12 98.9027 52.2671 internal_count=8629 358 205 8271 4049 558 126 4222 386 280 106 3491 1516 1975 3836 2530 1306 432 is_linear=0 shrinkage=0.05 Tree=227 num_leaves=9 num_cat=0 split_feature=0 2 0 1 3 2 2 0 split_gain=0.982893 0.907678 1.10549 3.25829 3.24188 1.07761 2.02205 1.22823 threshold=691.50000000000011 11.65 540.50000000000011 5.5000000000000009 3.5000000000000004 7.3500000000000005 9.2500000000000018 544.50000000000011 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 7 -7 -4 right_child=-2 -3 5 -5 -6 6 -8 -9 leaf_value=0.03314116870086594 -0.013754929411322914 -0.017618179232426 -0.014971230382333856 -0.032239683870546869 0.0016725897260276134 -0.0098807374376407246 0.0064491286671201414 -0.0011922146451391284 leaf_weight=7.5745941288769236 15.694603681564329 7.7210849267430595 15.577000752091406 5.7596277128905049 199.7700844053179 92.804037909954786 22.626206751912832 851.43848154880106 leaf_count=63 83 210 141 69 2813 649 149 4419 internal_value=-0.00166413 -0.00149099 -0.00136802 0.00187782 0.00299973 -0.00207836 -0.00660898 -0.00146249 internal_weight=1218.97 1203.27 1195.55 213.104 207.345 982.446 115.43 867.015 internal_count=8596 8513 8303 2945 2876 5358 798 4560 is_linear=0 shrinkage=0.05 Tree=228 num_leaves=20 num_cat=0 split_feature=2 4 2 5 5 4 0 0 0 0 0 5 2 0 0 5 2 2 2 split_gain=1.34144 3.22026 2.36368 2.59752 3.53725 1.69725 1.48369 0.737965 0.731418 1.53673 1.46333 2.53129 3.03765 2.50071 3.14842 1.67576 1.28014 0.925817 0.921505 threshold=8.2500000000000018 3.5000000000000004 10.850000000000003 5.5000000000000009 4.5000000000000009 5.5000000000000009 548.50000000000011 473.50000000000006 502.50000000000006 490.50000000000006 518.50000000000011 4.5000000000000009 6.4500000000000011 527.50000000000011 530.50000000000011 5.5000000000000009 6.6500000000000012 7.2500000000000009 7.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 -2 3 4 -3 -4 -5 -7 9 18 11 12 -10 15 -15 -12 -13 -11 -1 right_child=1 2 5 6 -6 7 -8 -9 10 17 13 16 -14 14 -16 -17 -18 -19 -20 leaf_value=-0.016810760274305264 0.021470985032845072 -0.010645717818927669 -0.01008625491903588 -0.025875266200887249 0.014748091061070995 0.03126466178988329 0.00025063469937362006 0.0058435407408456005 -0.019729321588263557 0.0058971877795491283 0.0048785570274324204 -0.0075829841164818251 0.024828970155247945 -0.02712985657047557 3.7099519704834641e-08 0.029913621353019573 -0.039851775661669142 0.032897420273834153 0.0090477149508173382 leaf_weight=6.2510287342593092 9.4715717453509551 57.373772252351046 7.1204017205163863 28.903559588827193 16.858540081419051 5.5073043312877399 6.1571308076381674 7.1934901606291533 6.2135756611824053 8.026609016582368 19.781458847224716 6.7254200093448144 7.0887038335204124 9.8060917314141971 994.87737677805126 10.045676000416277 6.9022947233170271 5.8129070550203314 5.4307207502424717 leaf_count=175 70 568 112 532 195 145 46 117 71 120 180 108 89 114 5514 120 124 83 138 internal_value=-0.000549048 -0.00516358 -0.00730587 -0.0102003 -0.00469282 0.00813706 -0.0212688 0.018709 3.89064e-05 0.0082442 -0.00016125 -0.0114568 0.00374173 0.000138742 -0.000286502 0.0141693 -0.0258757 0.0190275 -0.00462964 internal_weight=1225.55 138.586 129.114 109.293 74.2323 19.8212 35.0607 12.7008 1086.96 25.5213 1061.44 26.93 13.3023 1034.51 1004.68 29.8271 13.6277 13.8395 11.6817 internal_count=8621 1785 1715 1341 763 374 578 262 6836 516 6320 392 160 5928 5628 300 232 203 313 is_linear=0 shrinkage=0.05 Tree=229 num_leaves=18 num_cat=0 split_feature=3 0 6 0 0 0 3 1 2 0 0 1 0 0 0 3 3 split_gain=1.14988 1.1524 0.641571 2.19269 2.85383 4.46793 2.51968 2.01026 1.89376 1.5206 3.07073 1.89847 1.46402 1.08152 1.05356 6.32824 1.14244 threshold=2.5000000000000004 628.50000000000011 1.0000000180025095e-35 527.50000000000011 556.50000000000011 562.50000000000011 4.5000000000000009 3.5000000000000004 8.5500000000000025 562.50000000000011 558.50000000000011 4.5000000000000009 561.50000000000011 497.50000000000006 567.50000000000011 5.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 7 6 -6 -5 8 -2 10 11 -4 -12 -9 15 -11 -16 right_child=2 -3 9 4 5 -7 -8 13 -10 14 12 -13 -14 -15 16 -17 -18 leaf_value=0 -0.014878073989818167 0.018129231441861876 -0.0048559438838280278 0.0067092263522494817 0.029360427992006995 0.0011204443357069915 -0.015986652934504044 0.0023380431293834043 0.012093568861536078 0.022273445085431467 -0.029644688592636532 0.0046971143749289894 -0.00063046877372358598 0.023406003911099219 -0.0012497510297710876 -0.023716173514623864 0.0031328111034259597 leaf_weight=15.521884940564631 10.838250535540285 18.020826354622841 152.77553317835554 16.40018255263567 14.28015051409602 175.55656990408897 39.998500870540738 8.8220330905169231 13.453660133294759 25.742105644196272 14.444503871724011 77.243257104419172 6.6106299050152293 26.648322248831391 327.91360109299421 9.3802018761634809 269.24394595623016 leaf_count=77 224 81 1871 131 116 950 431 205 312 151 114 676 46 315 1514 61 1335 internal_value=0.000875009 0.00987806 0.000608815 0.0025783 0.00045611 0.00341367 -0.0092979 0.0110886 0 -6.99158e-05 -0.00335954 -0.00161982 -0.0212035 0.018511 0.00123172 0.00953594 0.000719816 internal_weight=1222.89 33.5427 1189.35 305.998 246.235 189.837 56.3987 59.7623 24.2919 883.354 251.074 230.019 21.0551 35.4704 632.28 35.1223 597.158 internal_count=8610 158 8452 2684 1628 1066 562 1056 536 5768 2707 2547 160 520 3061 212 2849 is_linear=0 shrinkage=0.05 Tree=230 num_leaves=19 num_cat=0 split_feature=2 2 2 6 3 1 3 5 5 6 6 2 4 2 3 2 3 4 split_gain=1.22659 1.76064 1.98848 1.56671 1.70343 1.55787 3.68486 1.36558 1.56021 2.29427 1.55678 1.32335 0.842627 2.24421 1.05404 0.73881 0.313916 0.347704 threshold=2.6500000000000008 3.3500000000000001 3.4500000000000006 1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 4.5000000000000009 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.2500000000000002 6.5000000000000009 5.7500000000000009 7.5000000000000009 1.5500000000000003 3.5000000000000004 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 -2 6 -1 10 11 -10 -7 -9 14 -14 -4 -12 -5 -18 right_child=1 2 12 16 -6 7 -8 8 9 -11 15 -13 13 -15 -16 -17 17 -19 leaf_value=0.0041359051147465921 0.0081160234059799267 -0.017510337854798743 0.00077789683455143472 0.0038217093808647416 -0.01655239766914823 -0.020539329349151911 -0.028950882744957641 -0.00090976000809604588 0.0062821354218762547 -0.013495521897564861 -0.0070157826172835558 0.016730030335566578 -0.016661138179296923 0.00060369094850259162 0.017955033835837193 0.0031395221073231474 0.016196976528593528 0.0076893961571178468 leaf_weight=15.23460663110018 13.805895842611791 14.677815962582825 794.82224127463996 17.305240780115128 12.137549541890619 14.421358749270437 16.638701688498259 16.83476334810257 30.556332617998123 26.210100844502449 42.2230529114604 25.260957904160023 24.584740378893912 69.075332148000598 8.0693649044260365 29.01062399148941 30.443170815706253 30.348593238741159 leaf_count=72 66 78 5746 76 75 68 94 78 147 121 195 112 206 994 119 123 140 152 internal_value=0.000114619 0.000847627 0.000135292 0.00697827 -0.00342543 -0.00328962 -0.0133394 -0.00146413 0.00249492 -0.00283856 -0.00606738 0.00970215 0.000448934 -0.00400345 0.000978874 -0.00282451 0.0104972 0.0122239 internal_weight=1231.66 1015.27 911.229 104.04 25.9434 216.39 31.8733 184.517 98.8622 56.7664 85.655 42.0957 896.552 93.6601 802.892 71.2337 78.097 60.7918 internal_count=8662 7652 7143 509 141 1010 166 844 458 268 386 190 7065 1200 5865 318 368 292 is_linear=0 shrinkage=0.05 Tree=231 num_leaves=25 num_cat=0 split_feature=2 2 5 0 6 2 5 6 0 4 2 5 1 2 5 2 2 4 2 2 0 1 0 5 split_gain=1.13546 2.69405 3.87869 6.75011 1.66077 1.49941 6.81713 1.86351 1.40055 1.3025 2.17692 1.13496 2.23122 3.08066 2.36655 1.3598 2.35196 2.0146 1.05146 1.03617 1.20583 1.08384 0.92558 0.41446 threshold=6.2500000000000009 5.9500000000000011 2.5000000000000004 589.50000000000011 1.0000000180025095e-35 6.7500000000000009 3.5000000000000004 1.0000000180025095e-35 516.50000000000011 2.5000000000000004 3.9500000000000006 6.5000000000000009 3.5000000000000004 8.5500000000000025 5.5000000000000009 8.4500000000000011 7.7500000000000009 6.5000000000000009 0.15000000000000005 6.4500000000000011 578.50000000000011 4.5000000000000009 580.50000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 4 -4 6 7 -2 23 10 -10 12 13 -7 -14 16 -13 -17 -11 21 -21 -8 -9 -1 right_child=5 2 3 -5 -6 11 19 22 9 18 -12 15 14 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.023146977602503123 0.038330405301935863 -0.028478454419063257 0.0025745051541368222 0.034570183163606924 -0.025903296781268511 -0.023068379071953294 -0.029870826000824132 0.022176142117402792 0.00048367653639501878 0.0085718434632935502 0.020216340301334974 0.0098729226311550095 0.0034411920758721892 0.002602858472166342 -0.013449872132075305 0.022672280896911652 -0.0207461261394318 -0.0036400734452174351 -0.00072120009400201707 -0.0071748482908256641 0.014973171526864929 -0.0026597123134141139 0.0050268350785663569 -0.0039116709108247159 leaf_weight=7.107647590339182 11.753290040418504 19.736438933759928 7.3130869790911737 8.6452252864837629 13.076588084921239 22.661771511659026 6.7282291790470472 17.883953811600804 42.283237934112549 30.872809581458569 20.329122133553028 16.093118437565867 194.60457483399659 22.118979349732399 22.135618340224028 20.995706406421963 8.8770817611366493 10.051619565114377 659.47959900461137 18.430221216753129 7.9847229719161978 8.2176322471350414 16.344376102089882 6.1286050565540791 leaf_count=99 84 119 82 41 125 306 79 119 194 145 97 191 1535 379 255 324 144 199 3571 176 41 58 73 104 internal_value=0.000381916 -0.000688604 -0.0119614 0 -0.0158127 0.00254544 0.00831487 0.0213871 3.70833e-05 0.000336889 0.00718621 0.00092168 -0.000452236 -0.0104992 0.0016393 0.00731901 -0.00119953 0.0141498 -0.000286582 -0.00626154 0 -0.0163281 0.0145043 -0.0154923 internal_weight=1219.85 814.972 48.7713 29.0349 20.3897 404.881 87.3424 45.9816 766.201 752.965 62.6124 317.538 261.521 44.7808 216.74 56.0175 24.9702 31.0473 690.352 41.3608 26.4149 14.9459 34.2283 13.2363 internal_count=8540 4577 367 248 207 3963 630 276 4210 4007 291 3333 2475 685 1790 858 335 523 3716 354 217 137 192 203 is_linear=0 shrinkage=0.05 Tree=232 num_leaves=21 num_cat=0 split_feature=2 2 3 4 2 0 0 0 2 2 1 2 0 2 0 4 0 1 3 1 split_gain=1.02181 2.1894 4.12205 1.39301 2.58367 3.09275 1.60337 1.44227 4.05187 2.51894 3.89772 2.13622 1.84068 1.18557 1.16921 4.46505 3.2182 2.31325 2.12182 0.601485 threshold=4.3500000000000005 4.2500000000000009 4.5000000000000009 3.5000000000000004 8.3500000000000032 557.50000000000011 639.50000000000011 527.50000000000011 5.4500000000000011 8.8500000000000032 3.5000000000000004 8.3500000000000032 525.50000000000011 4.9500000000000011 620.50000000000011 5.5000000000000009 618.50000000000011 6.5000000000000009 6.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 -3 4 5 19 -7 8 13 11 -11 -9 -10 -5 16 17 18 -16 -1 -2 right_child=3 2 -4 7 -6 6 -8 9 12 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=-0.00050208814857009062 -0.028272394189342638 -0.036856816897861411 0.0060762340651410824 0.011742768000658359 0.031104046056012826 0.0045847925598562472 0.02307884266401606 -0.0001784791714807345 0.00083782157920495514 0.018018205664789743 -0.018752356989146898 0.016130669645471669 0.02594486194423944 0.047303579676999101 0.0075323494046168936 -0.021438779446162074 -0.030197996390459954 -0.0060625366054364825 -0.020932397711123693 -0.0043691760012242748 leaf_weight=239.06828050501645 6.3502776734530908 10.811736062169077 9.8304629120975715 5.6328417975455505 8.9482985865324718 85.726655513048172 13.039148882031439 428.54641120508313 116.99743216950446 7.9524777606129637 36.357164226472378 20.040122821927071 6.8359869178384534 5.786994444206357 144.9695098400116 17.000855728983879 9.2926477044820768 38.610275842249393 12.468597155064343 5.6563300676643848 leaf_count=1309 70 53 59 72 66 437 55 2789 2064 68 274 158 67 69 615 71 38 179 79 47 internal_value=0.000495069 -0.00129257 -0.0168437 0.00165419 0.00657858 0.0042921 0.00728337 0.000698722 0.00525566 -0.000549713 -0.0117906 0.000573252 0.00246059 0.0325235 -0.000551122 0.00229902 -0.00276242 0.00462865 -0.00161349 -0.0185977 internal_weight=1229.92 482.052 20.6422 747.87 119.721 110.772 98.7658 628.149 135.253 492.896 44.3096 448.587 123.833 11.4198 461.41 200.581 260.83 183.58 251.537 12.0066 internal_count=8639 2403 112 6236 675 609 492 5561 2272 3289 342 2947 2131 141 2291 865 1426 794 1388 117 is_linear=0 shrinkage=0.05 Tree=233 num_leaves=18 num_cat=0 split_feature=5 2 2 2 2 3 6 2 2 2 2 3 2 2 2 2 6 split_gain=1.38591 3.01802 3.84329 2.49895 2.09688 1.48947 2.78864 2.67139 1.9784 1.2229 2.72769 2.53078 2.45429 1.25339 1.76812 1.56688 1.1629 threshold=4.5000000000000009 1.3500000000000003 2.0500000000000003 2.9500000000000006 8.5500000000000025 6.5000000000000009 1.0000000180025095e-35 6.5500000000000007 6.3500000000000005 5.8500000000000005 6.1500000000000012 4.5000000000000009 6.4500000000000011 2.8500000000000001 3.3500000000000001 2.1500000000000008 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 -3 -4 -5 9 7 -7 -8 13 11 -11 -12 15 -15 -1 -10 right_child=1 2 3 4 -6 6 8 -9 16 10 12 -13 -14 14 -16 -17 -18 leaf_value=-0.00023991366043012977 0.037489794622769607 -0.03255835718687624 0.024502314313753711 -0.00015076707701069481 0.010213995165210765 0 0.011564210150990049 0.045944316043277394 0 -0.031048865895896467 0.0096497624358902849 -0.0039600106911187793 -0.0043625177778642841 0.0093517621105409753 3.0815889102545191e-05 -0.009469367885611325 -0.029235375359816681 leaf_weight=144.48938053101301 5.1708421260118476 6.7844139933586112 11.974332492798565 231.38034677412361 60.528046282473952 5.5142942108213884 14.128895631060006 6.7887924192473292 6.7898811828345043 16.126409646123648 35.620343025773764 19.029051125049591 208.00030122604221 60.205800198018551 308.08150332793593 67.306823015213013 5.8381829224526882 leaf_count=661 24 39 70 2113 932 44 90 99 83 90 224 135 1595 280 1695 314 57 internal_value=-3.27762e-05 0.00280651 0.00209475 0.00298906 0.00200886 -0.00103905 0.00836887 0.02709 -0.000724989 -0.00148196 -0.00419786 -0.0170395 -0.00226224 -0.000163179 0.0015893 -0.00322716 -0.0146813 internal_weight=1213.76 315.838 310.667 303.883 291.908 897.92 39.06 12.3031 26.757 858.86 278.776 35.1555 243.621 580.084 368.287 211.796 12.6281 internal_count=8545 3178 3154 3115 3045 5367 373 143 230 4994 2044 225 1819 2950 1975 975 140 is_linear=0 shrinkage=0.05 Tree=234 num_leaves=18 num_cat=0 split_feature=0 6 4 2 2 4 4 2 6 0 0 2 0 2 0 6 3 split_gain=2.44578 1.93662 2.70137 2.32775 4.29141 2.21598 2.14929 2.20924 4.66775 1.74041 1.3767 1.33084 1.12273 1.88168 1.3348 0.906527 0.846589 threshold=664.50000000000011 2.5000000000000004 5.5000000000000009 3.5500000000000003 4.8500000000000005 2.5000000000000004 6.5000000000000009 7.3500000000000005 1.5000000000000002 674.50000000000011 564.50000000000011 4.0500000000000007 651.50000000000011 2.2500000000000004 643.50000000000011 2.5000000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 -4 -5 -3 12 11 -9 -2 -7 -8 14 -14 -1 16 -11 right_child=9 2 3 4 -6 10 7 8 -10 15 -12 -13 13 -15 -16 -17 -18 leaf_value=0.00062463871927264411 0.02173101776195295 0.012725095268091858 -0.017272744504976404 0.042977906018992665 0.00095954659777016955 -0.023058583915462519 -0.00040702164894520587 0.0093450270301487556 -0.034687037673344578 0.016850126933970748 -0.0084064592010799424 -0.018190326359133424 0.0058022127262741434 -0.017799761188103502 0.011622709100201857 -0.0068424479504658733 -0.0014593423055468142 leaf_weight=832.41402408387512 18.636152401566505 9.8741415366530401 7.7018875628709784 7.2406503632664707 24.31886900216341 19.094554321840405 14.925712775439022 33.689828635193408 6.2717661075294009 13.17468971014023 111.97357071936131 40.5788743654266 13.210147500038145 19.655836716294289 27.629295080900192 13.424530081450937 10.282406829297541 leaf_count=5888 82 45 37 40 194 178 91 576 86 69 523 428 55 80 117 66 55 internal_value=-0.000501099 -0.000995478 -0.00574784 0.00566684 0.0117772 -0.00898031 -0.000119025 -0.00721366 0.00163425 0.00964997 -0.0107373 -0.0135885 0.000641132 -0.00827434 0.000996852 0.00300096 0.00888824 internal_weight=1224.1 1168.58 180.204 39.2614 31.5595 140.942 988.375 95.4662 39.9616 55.5178 131.068 55.5046 892.909 32.866 860.043 36.8816 23.4571 internal_count=8610 8338 1017 271 234 746 7321 1181 662 272 701 519 6140 135 6005 190 124 is_linear=0 shrinkage=0.05 Tree=235 num_leaves=23 num_cat=0 split_feature=0 0 2 6 5 0 4 0 5 4 6 2 6 0 0 2 0 5 0 0 0 1 split_gain=1.7115 1.6582 1.86578 2.57625 2.52359 2.05343 1.49469 1.52337 1.39691 1.36248 5.2712 1.49024 2.5749 1.98043 1.19253 2.49011 1.55244 2.4335 1.07884 1.92677 0.736252 0.606143 threshold=606.50000000000011 500.50000000000006 4.3500000000000005 1.0000000180025095e-35 3.5000000000000004 590.50000000000011 5.5000000000000009 633.50000000000011 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.3500000000000003 2.5000000000000004 630.50000000000011 482.50000000000006 7.4500000000000011 477.50000000000006 5.5000000000000009 603.50000000000011 590.50000000000011 496.50000000000006 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 3 4 -3 -5 9 8 -8 10 21 13 -13 -11 16 -16 17 -1 19 -4 -17 -2 right_child=6 2 18 5 -6 -7 7 -9 -10 11 -12 12 -14 -15 15 20 -18 -19 -20 -21 -22 -23 leaf_value=0.013874274969624172 -0.009143380290660556 -0.0022378862877822942 0.0037511847402760014 -0.0037407951057478322 -0.024208756681010194 0.0079139599889515248 0.0043179832833455658 -0.024987829822999682 -0.017284797105199458 0.020990470486156612 0.016392317098003997 0.00038621388545157995 -0.011778077769498078 0.00041782811438777337 0.0045677105421708655 -0.036001674540854595 0.019608878974590585 -0.017434732889730898 0.015392267370338907 -0.0052302886636275614 -0.012132297768070868 -0.023656673037353096 leaf_weight=8.6538603585213476 14.67325286567211 31.190651390701532 475.26251718960702 96.301515270024538 22.52895213291049 60.656105905771255 16.746499061584476 13.861298412084578 11.780635222792624 15.845339909195898 13.633206084370611 189.5650859028101 55.167470529675484 40.136612333357334 9.976769979111852 8.6104794479906577 6.4982293816283336 16.191682863049209 16.324360862374306 66.960206903517246 8.4433254916220886 24.261720962822437 leaf_count=198 65 184 3965 586 156 289 74 58 53 67 60 814 231 186 185 253 130 440 74 347 112 110 internal_value=-0.000394484 0.000894145 0.00151913 -0.00246926 -0.0118174 0.000753107 -0.00309789 -0.0118841 -0.00471707 -0.00199899 -0.00935336 -0.000670058 -0.00237228 0.00659471 -0.00714423 -0.014642 -0.000270847 -0.00622127 0.00303417 0.00262525 -0.0257875 -0.0186782 internal_weight=1223.27 827.599 769.224 210.677 53.7196 156.958 395.671 42.3884 28.5271 353.283 52.5682 300.715 244.733 55.982 58.3743 27.0306 31.3438 24.8455 558.547 542.223 17.0538 38.935 internal_count=8637 6919 5601 1215 340 875 1718 185 127 1533 235 1298 1045 253 1318 550 768 638 4386 4312 365 175 is_linear=0 shrinkage=0.05 Tree=236 num_leaves=18 num_cat=0 split_feature=4 2 2 6 2 0 0 0 0 0 0 3 0 2 0 6 0 split_gain=1.38807 2.18991 3.75574 1.58327 1.26347 2.96768 2.23492 2.43912 2.54415 1.71714 2.06686 1.68577 1.23387 1.22518 2.27937 0.685441 0.52413 threshold=6.5000000000000009 3.8500000000000001 5.7500000000000009 1.5000000000000002 1.9500000000000002 636.50000000000011 591.50000000000011 610.50000000000011 629.50000000000011 639.50000000000011 643.50000000000011 2.5000000000000004 490.50000000000006 6.1500000000000012 536.50000000000011 1.5000000000000002 560.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 15 3 16 6 11 -1 -8 -9 -7 -11 -6 -13 -4 -15 -2 -3 right_child=1 2 13 -5 5 9 7 8 -10 10 -12 12 -14 14 -16 -17 -18 leaf_value=0.011224556710808676 0.0094109860590978096 -0.01336383440015506 0.029075168940960974 0.0025805498221774959 -0.017427622060982285 0.023479533462997373 -0.023923537300222505 0.010307831910694832 -0.0086519011219256016 -0.010578094645389427 0.0087162468089001226 -0.012365717285407838 -0.00016239139716710439 0.012718580621503151 -0.005960214033029286 0.031818499285447312 -0.037847423448356482 leaf_weight=17.251098908483982 8.787182819098236 7.3182970397174376 5.2519869329407802 6.5476671438664189 13.939629279077051 14.645134165883062 18.183620512485504 22.009351417422295 74.334187418222427 15.802649319171904 76.635620146989822 20.271678826771677 838.93167970236391 40.711307964287698 25.652238063514233 8.0221806466579419 5.5472581163048744 leaf_count=94 61 87 54 50 70 60 85 91 341 66 327 545 5630 755 204 42 36 internal_value=0.000103153 0.00549558 0.00227048 -0.0166306 -0.00041976 0.000195156 -0.00499846 -0.0075614 -0.00420785 0.00801503 0.00528639 -0.000766236 -0.000470165 0.00762142 0.00544294 0.0215718 -0.0262493 internal_weight=1219.84 107.838 91.0288 19.4132 1112 980.226 131.778 114.527 96.3435 107.083 92.4383 873.143 859.203 71.6155 66.3635 16.8094 12.8656 internal_count=8598 1289 1186 173 7309 6698 611 517 432 453 393 6245 6175 1013 959 103 123 is_linear=0 shrinkage=0.05 Tree=237 num_leaves=14 num_cat=0 split_feature=2 2 2 4 0 0 4 2 4 0 0 0 0 split_gain=1.42764 1.81425 2.38808 7.4681 1.96834 3.02631 3.1483 1.73992 3.00118 1.05059 0.968816 1.09428 0.566256 threshold=10.850000000000003 9.4500000000000011 9.2500000000000018 5.5000000000000009 515.50000000000011 539.50000000000011 5.5000000000000009 11.050000000000002 5.5000000000000009 478.50000000000006 475.50000000000006 498.50000000000006 473.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 -4 9 6 -6 -2 -9 -3 -1 -12 -10 right_child=7 4 3 -5 5 -7 -8 8 12 -11 11 -13 -14 leaf_value=-0.015777415903487316 0.035279098605627411 -0.0058101193080399537 0.045695843008303365 -0.021620729543304573 -0.0064746540151532327 -0.016718022268362241 0.043072848834487504 -0.024448563007670863 0.02930460777678013 -0.033477824421117658 0.010897311118123088 -0.00012297842296906677 0.0049188815441077501 leaf_weight=8.6959766931831819 5.1979341804981258 6.5708224782720235 9.2648237571120244 5.9858478140085927 6.0814913250505942 13.351096775382755 5.013554360717535 5.262207031715664 5.0646285163238627 9.4925938192754966 21.977251242846251 1126.2661725897342 5.6969036506488919 leaf_count=234 54 166 66 65 59 96 52 101 134 206 424 6950 94 internal_value=9.39449e-05 -0.000131996 0.000227418 0.019262 -0.0104074 -0.00105129 0.0172112 0.0126551 0.00338121 -0.023457 -3.55948e-05 9.28966e-05 0.0183363 internal_weight=1233.92 1212.7 1172.19 15.2507 40.5096 24.4461 11.095 21.2217 16.0237 16.0634 1156.94 1148.24 10.7615 internal_count=8701 8318 7739 131 579 207 111 383 329 372 7608 7374 228 is_linear=0 shrinkage=0.05 Tree=238 num_leaves=17 num_cat=0 split_feature=2 0 1 0 0 1 2 0 0 5 5 0 5 0 0 6 split_gain=1.30603 1.87267 3.16018 1.37935 1.86048 1.30313 1.22102 1.11861 1.02314 2.91448 3.66005 1.88425 4.82581 2.34632 1.74643 0.992305 threshold=1.8500000000000003 652.50000000000011 5.5000000000000009 643.50000000000011 638.50000000000011 6.5000000000000009 3.9500000000000006 663.50000000000011 649.50000000000011 1.5000000000000002 1.0000000180025095e-35 604.50000000000011 2.5000000000000004 629.50000000000011 581.50000000000011 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 3 -3 4 15 7 -5 -4 11 10 -10 14 13 -13 -1 -2 right_child=1 2 5 6 -6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 leaf_value=-0.0025975113950298633 -0.0009619342186309069 -0.028167040520003912 -0.01846728031207245 0.020995351899802214 -0.0145740627383955 0.0095943348270963302 0 0.0020031543868826154 0.018008421908766607 0.033124048730396025 -0.014345127110339527 0.019952897265346867 -0.023886540549518484 -0.0043081754597484433 0.02255359893288833 0.0022982934680119177 leaf_weight=10.805736035108568 620.96886205999181 14.747153609991072 12.544638931751253 13.874016538262369 20.607130855321884 15.001295462250708 12.224459454417227 12.037653818726538 18.470540188252926 10.399912141263483 14.792081490159033 17.062379330396652 18.263355225324631 21.043921485543251 15.882871493697165 371.97455877438188 leaf_count=66 5195 62 51 59 86 67 50 53 93 53 67 72 78 87 73 2407 internal_value=0.000319399 -0.00023461 -0.00920004 0.000237498 -5.51888e-05 -0.00149061 0.0113713 -0.00856124 0.00510569 0.0112333 0.00347592 0.00172971 -0.00339391 0.00665948 0.0124638 0.000255459 internal_weight=1220.7 1093.98 54.3307 1039.65 1013.55 39.5836 26.0985 24.5823 126.721 43.6625 33.2626 83.0583 56.3697 38.1063 26.6886 992.943 internal_count=8619 8030 233 7797 7688 171 109 104 589 213 160 376 237 159 139 7602 is_linear=0 shrinkage=0.05 Tree=239 num_leaves=10 num_cat=0 split_feature=2 6 0 0 6 5 0 2 6 split_gain=1.4112 1.80788 0.913162 3.25343 0.90056 2.13067 1.72644 0.654078 0.509275 threshold=0.15000000000000005 1.5000000000000002 687.50000000000011 670.50000000000011 2.5000000000000004 4.5000000000000009 658.50000000000011 2.2500000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 -6 -2 -5 -3 right_child=2 8 -4 7 5 -7 -8 -9 -10 leaf_value=0.02200959926492551 0.00080799856789025607 -0.0060047555134534331 -0.012485989656404088 0.0089545968164643497 -0.0063398391110236277 0.006771824157783002 -0.014576302268843738 0.028264629628603984 0.008155328518258096 leaf_weight=16.07286760956049 960.65300243673846 12.648052588105203 13.153776369988917 11.218965142965319 135.86733362264931 38.83389388769865 17.567401185631752 10.114305838942526 10.796534240245817 leaf_count=81 7253 58 62 55 709 281 72 50 51 internal_value=0.000448116 0.00962593 0.000130624 0.000286711 -7.50472e-05 -0.00337487 0.00051201 0.0191892 0.000378464 internal_weight=1226.93 39.5175 1187.41 1174.25 1152.92 174.701 978.22 21.3333 23.4446 internal_count=8672 190 8482 8420 8315 990 7325 105 109 is_linear=0 shrinkage=0.05 Tree=240 num_leaves=14 num_cat=0 split_feature=0 2 2 2 4 3 2 2 0 0 0 2 3 split_gain=0.932156 1.13578 0.850158 0.997562 1.3201 2.01285 0.982514 0.887504 0.866594 2.14799 2.13267 0.580503 0.754667 threshold=464.50000000000006 9.4500000000000011 1.8500000000000003 1.0500000000000003 3.5000000000000004 3.5000000000000004 0.35000000000000003 1.9500000000000002 643.50000000000011 651.50000000000011 639.50000000000011 1.2500000000000002 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 -6 -2 -4 10 -10 -9 -5 -13 right_child=2 -3 7 11 5 -7 -8 8 9 -11 -12 12 -14 leaf_value=0.0025546640689729427 -0.0010312898327960625 -0.026087877351959811 -0.016477749129975999 0.017410242351643776 0.022009509831390564 -0.0013110289562853251 -0.019947795741590429 -0.0011499186993599408 0.016454857194309388 -0.0014238780914776431 -0.019524494064035707 -0.0050490576541525872 0.0090633931309575793 leaf_weight=5.3124910024926049 17.426588423550132 6.9766664081253111 8.4643013626337034 12.373708225786684 11.171637818217276 36.810268998146057 11.158035978674887 983.07606613170356 23.05000151693821 53.906125262379646 15.099989429116247 12.187948673963545 31.099504441022873 leaf_count=166 89 237 39 54 54 169 50 7201 97 232 63 52 145 internal_value=-0.000876514 -0.0140692 -0.000727605 0.00303222 -0.000621502 0.00435511 -0.00900904 -0.00119339 -0.00105321 0.00400943 -0.00145215 0.00806872 0.00495273 internal_weight=1228.11 12.2892 1215.82 132.228 76.5665 47.9819 28.5846 1083.6 1075.13 76.9561 998.176 55.6612 43.2875 internal_count=8648 403 8245 613 362 223 139 7632 7593 329 7264 251 197 is_linear=0 shrinkage=0.05 Tree=241 num_leaves=21 num_cat=0 split_feature=2 5 5 5 4 0 0 0 0 2 0 0 0 5 2 2 2 2 0 1 split_gain=1.30847 1.71407 3.11213 2.09313 5.06765 3.51922 2.1715 2.18751 1.899 1.61577 1.64551 1.83213 5.14156 3.76803 1.66838 3.45783 0.944443 2.22043 0.69054 0.136336 threshold=7.8500000000000005 5.5000000000000009 6.5000000000000009 4.5000000000000009 6.5000000000000009 519.50000000000011 500.50000000000006 548.50000000000011 554.50000000000011 7.7500000000000009 522.50000000000011 548.50000000000011 550.50000000000011 6.5000000000000009 4.8500000000000005 5.4500000000000011 8.4500000000000011 9.7500000000000018 557.50000000000011 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 3 8 6 5 -5 -2 -8 19 10 14 13 -13 -12 -1 -16 -4 -18 -11 -3 right_child=1 2 16 4 -6 -7 7 -9 -10 18 11 12 -14 -15 15 -17 17 -19 -20 -21 leaf_value=-0.012066449603500527 -0.019779176114424563 -0.015190495055320309 -0.0090084429011140898 0.031745153916318762 0.055875527888044965 -0.0081000328119069428 0.014532814284674815 -0.0015392169198635809 0.0047634565188588293 -0.03076479204471004 -0.0035957228009448998 0.032917024510566335 -0.00097055434578035237 -0.03132278712993402 0.041883303249378501 0.0050797748181269512 0.022914674110507769 -0.0029552388358282957 -0.0037910284066204817 -0.033589258875402268 leaf_weight=8.4243132341653091 8.1682775001972896 5.7305535282939699 8.5004545366391522 7.6719595240429106 6.0512597495689979 14.240592759102581 37.732966916635633 45.237877730280161 5.4909643754363051 5.4208233589306456 86.906878408044577 10.335001863539217 866.55892067216337 13.472077939659355 6.6646450180560342 43.739132506772876 14.074066717177631 17.362405950203538 5.0267524011433125 8.6187318707816285 leaf_count=117 205 135 134 125 79 116 386 291 37 76 774 79 4459 161 79 681 215 317 33 133 internal_value=-0.000307171 0.00362678 -0.00318934 0.00708746 0.0188455 0.00640886 0.00326016 0.0057964 -0.0189253 -0.00098717 -0.000774973 -0.00127091 -0.000528422 -0.00763861 0.0072636 0.0107635 0.00477729 0.00882192 -0.0196883 -0.0280356 internal_weight=1225.43 178.88 59.7772 119.103 27.9638 21.9126 91.1391 82.9708 19.8402 1046.55 1036.1 977.273 876.894 100.379 58.8281 50.4038 39.9369 31.4365 10.4476 14.3493 internal_count=8632 2173 971 1202 320 241 882 677 305 6459 6350 5473 4538 935 877 760 666 532 109 268 is_linear=0 shrinkage=0.05 Tree=242 num_leaves=24 num_cat=0 split_feature=0 4 0 0 0 4 0 1 0 0 1 6 0 0 0 5 4 6 5 3 1 5 0 split_gain=1.05776 2.07325 2.93574 2.86831 3.034 3.53761 1.63518 2.45978 1.83963 1.27484 3.26001 1.53938 1.18951 2.80122 1.81212 1.5229 3.45961 1.71504 0.510679 0.479573 0.402116 0.321069 1.09617 threshold=516.50000000000011 5.5000000000000009 510.50000000000006 505.50000000000006 500.50000000000006 6.5000000000000009 540.50000000000011 3.5000000000000004 525.50000000000011 535.50000000000011 4.5000000000000009 1.5000000000000002 581.50000000000011 579.50000000000011 578.50000000000011 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 4.5000000000000009 7.5000000000000009 502.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 21 4 5 -3 7 8 -2 11 -11 -9 13 14 -8 17 -17 -14 -10 -5 -15 22 -1 right_child=6 3 -4 19 -6 -7 12 9 18 10 -12 -13 15 20 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.0090852688489700927 0.0080322239717718451 0.017145677711288318 0.008226291304117431 -0.025646640797004266 0.036606837816785642 -0.011194119983591775 -0.0021315108478328912 0.0010836559897769468 -0.0068318635734040531 0.033182442141618938 -0.0013638044568104186 0.017823480817212779 -0.011436393981317794 -0.0094258841209484204 0.019110365657325355 0.010027162251530313 0 -0.00018359366231356891 -0.026571541330999822 -0.006882108071822832 -0.027530192006753908 -0.03619192867431692 -0.036267891543560686 leaf_weight=13.78524193167687 10.678519479930403 18.690536760725081 9.1949433870613557 7.8922971077263382 6.1517648268491021 23.912434352561831 325.26492241583765 50.537315683439374 8.1557727530598623 15.273375809192659 11.173385541886089 18.324920658022165 40.542399331927299 7.6562223806977299 9.3293004184961301 118.43962548673153 309.99223461002111 188.563959851861 7.7104973439127198 8.7012697998434287 10.652161188423632 5.4245246592909089 5.2041609752923241 leaf_count=304 126 404 114 111 100 540 2319 517 83 128 87 181 198 49 57 542 1471 831 90 139 70 134 89 internal_value=1.68442e-06 -0.00492484 -0.0148225 0.000236865 0.00644237 0.00123237 0.000440617 0.00588892 -0.00726808 0.00964265 0.018887 0.00580122 -0.000216649 -0.00255839 -0.00146916 0.00103455 0.00279716 -0.00223765 -0.0177278 -0.0170416 -0.0210985 -0.0236821 -0.0182266 internal_weight=1231.25 98.9572 33.6089 65.3483 48.7547 42.603 1132.29 121.854 26.5448 95.309 26.4468 68.8622 1010.44 352.903 334.594 657.538 428.432 229.106 15.8663 16.5936 18.3084 24.4139 18.9894 internal_count=8684 1935 641 1294 1044 944 6749 1212 299 913 215 698 5537 2495 2376 3042 2013 1029 173 250 119 527 393 is_linear=0 shrinkage=0.05 Tree=243 num_leaves=8 num_cat=0 split_feature=0 2 0 0 0 0 2 split_gain=1.90555 1.61845 0.987051 1.20866 0.830002 1.50625 0.36071 threshold=676.50000000000011 1.7500000000000002 667.50000000000011 663.50000000000011 660.50000000000011 656.50000000000011 0.25000000000000006 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 4 5 -1 -2 right_child=1 -3 -4 -5 -6 -7 -8 leaf_value=0.00019721451904735379 0.0094849551539087848 0.026563326671275034 -0.011200587556745061 0.018626120769749774 -0.014913143526487833 0.015980959213065898 -0.0037075490696316174 leaf_weight=1154.587073279079 9.1586323305964523 11.734118506312369 17.496695041656494 8.0689002871513349 7.8941593021154395 14.333010196685789 9.0981565266847593 leaf_count=8309 56 56 80 34 33 59 46 internal_value=0.000570968 0.0128159 0.000250993 0.000433612 0.000288921 0.000408519 0.00279978 internal_weight=1232.37 29.9909 1202.38 1184.88 1176.81 1168.92 18.2568 internal_count=8673 158 8515 8435 8401 8368 102 is_linear=0 shrinkage=0.05 Tree=244 num_leaves=10 num_cat=0 split_feature=0 0 0 0 5 4 5 2 0 split_gain=0.621431 0.821395 0.62549 1.89844 2.84026 1.29249 2.01751 0.898927 0.160681 threshold=699.50000000000011 687.50000000000011 495.50000000000006 513.50000000000011 4.5000000000000009 5.5000000000000009 8.5000000000000018 8.8500000000000032 479.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 8 -7 -5 -1 right_child=-2 -3 3 7 -6 6 -8 -9 -10 leaf_value=-0.027367890463427143 0.011815886570310569 -0.014072143513645245 0.022748104895047399 -0.00010505802732253553 -0.0011283156888482195 -0.0076402221959572794 0.020850083938078228 -0.0062375066489949119 -0.0094885264858936245 leaf_weight=5.2823786870576424 9.5107500925660116 9.8751330077648145 21.372115070000291 1049.9600993990898 27.057972639799118 25.607921251095831 7.0892998166382304 62.503655932843685 5.0293646669015288 leaf_count=155 57 45 276 6194 402 648 175 509 153 internal_value=-0.000275153 -0.000383659 -0.000255643 -2.94789e-05 0.0095542 -0.00610724 -0.000879237 -0.000459392 -0.0206993 internal_weight=1223.29 1213.78 1203.9 1160.89 48.4301 43.009 32.6972 1112.46 10.3117 internal_count=8614 8557 8512 7381 678 1131 823 6703 308 is_linear=0 shrinkage=0.05 Tree=245 num_leaves=19 num_cat=0 split_feature=0 0 4 2 2 0 0 0 2 2 2 0 2 0 0 0 2 0 split_gain=2.0115 3.22253 1.27371 3.16416 3.80349 3.53747 1.83824 1.23254 1.0911 1.23626 3.48613 2.18372 4.36324 2.40687 1.22994 1.1062 0.819641 0.525734 threshold=613.50000000000011 615.50000000000011 3.5000000000000004 2.4500000000000006 3.9500000000000006 630.50000000000011 645.50000000000011 666.50000000000011 11.350000000000003 8.0500000000000025 7.9500000000000011 548.50000000000011 9.8500000000000032 538.50000000000011 548.50000000000011 552.50000000000011 2.3500000000000001 481.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 -2 6 5 -5 -4 16 -8 9 10 14 13 -13 -11 -1 -12 -3 -10 right_child=1 2 3 4 -6 -7 7 -9 17 11 15 12 -14 -15 -16 -17 -18 -19 leaf_value=-0.003005675435315608 -0.024221148266973774 -0.0024884941600405858 0.023648797338949465 -0.020432714903657893 -0.0024847525655440953 -0.0028752050764319463 -0.012406592840827322 0.0017492619576175662 0.002707504480170762 -0.0032106332599761457 0.04222002276875484 -0.019258457987909518 0.020394028622411832 0.017281503564104777 0.0018892611288377362 0.0080963744495711303 0.0095614960527003398 0.02606705569539022 leaf_weight=165.85100741218776 17.625593483448029 17.831798657774925 15.149850666522978 51.278433009982109 70.243598386645317 55.111412979662418 29.732712388038635 29.282152809202671 5.2752513848245126 77.883659801445901 5.5724390074610692 39.470833607017994 7.4020999595522872 16.493233636021614 549.4894542247057 5.3120765537023544 52.877940192818642 5.133428480476141 leaf_count=1924 80 73 62 213 299 243 124 148 149 1239 71 271 45 134 3160 34 221 96 internal_value=-0.000690308 -0.00395662 -0.00275853 -0.00534082 -0.010204 0.00302538 0.00103251 -0.00538728 0.000568872 0.000360519 0.00119923 -0.00389463 -0.012597 0.000461777 0.000744783 0.0280696 0.00646064 0.0159414 internal_weight=1217.02 339.133 321.508 191.783 121.522 70.2613 129.725 59.0149 877.883 867.475 726.225 141.25 46.8729 94.3769 715.34 10.8845 70.7097 10.4087 internal_count=8586 1463 1383 817 512 305 566 272 7123 6878 5189 1689 316 1373 5084 105 294 245 is_linear=0 shrinkage=0.05 Tree=246 num_leaves=12 num_cat=0 split_feature=5 2 6 5 2 2 3 2 5 3 1 split_gain=0.863714 2.8227 0.800026 0.712408 2.70564 2.68362 1.79739 0.977776 0.78688 2.42093 2.15834 threshold=8.5000000000000018 9.0500000000000025 1.0000000180025095e-35 6.5000000000000009 2.9500000000000006 4.0500000000000007 6.5000000000000009 11.050000000000002 2.5000000000000004 5.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 7 -5 -6 -7 8 9 -1 -10 right_child=1 -3 -4 4 5 6 -8 -9 10 -11 -12 leaf_value=0.0028680281994067302 -0.0054660968335008345 0.011363074674582155 -0.030297093980610697 0.033995358718714612 -0.026881574269753017 0.0077378268471860918 -0.016074687220803772 -0.0156569959209505 0.0021872845798848249 -0.0069439943366472762 -0.003807405545645447 leaf_weight=429.503767343238 6.2640874432399896 9.5637080771848542 9.4677403112873417 6.1809050515294066 6.3742035888135424 62.270651673898101 8.0016924757510406 9.1070042164064926 260.71797931659967 72.439002369530499 349.56448236107826 leaf_count=2151 129 175 166 35 46 643 169 193 2414 476 2092 internal_value=-3.80711e-05 -0.00900579 -0.0216263 0.00015348 0.0046019 0.00175987 0.00476872 -0.000174456 -2.92416e-05 0.00143105 -0.00123885 internal_weight=1229.46 25.2955 15.7318 1204.16 82.8275 76.6465 70.2723 1121.33 1112.23 501.943 610.282 internal_count=8689 470 295 8219 893 858 812 7326 7133 2627 4506 is_linear=0 shrinkage=0.05 Tree=247 num_leaves=19 num_cat=0 split_feature=0 2 2 4 2 0 2 2 2 4 2 2 0 0 3 4 0 5 split_gain=1.57014 2.54148 2.47501 2.44873 2.8015 1.94082 1.92979 2.40367 1.74958 1.47393 2.8405 1.54087 1.41654 1.56422 1.67071 1.13113 1.05594 0.899225 threshold=507.50000000000006 8.1500000000000004 8.2500000000000018 4.5000000000000009 9.5500000000000025 482.50000000000006 7.9500000000000011 8.0500000000000025 9.2500000000000018 3.5000000000000004 0.65000000000000002 4.7500000000000009 490.50000000000006 503.50000000000006 5.5000000000000009 5.5000000000000009 455.50000000000006 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 6 -3 4 -4 15 9 -8 -5 10 -2 -11 -7 14 -14 -1 -17 -18 right_child=1 2 3 8 -6 12 7 -9 -10 11 -12 -13 13 -15 -16 16 17 -19 leaf_value=-0.015959760304341073 -0.021398165112953463 0.03327709113802832 0.026488954311361168 -0.0083322582749905689 -0.0043519538447886318 -0.036249700375310077 -0.0014658802318836136 -0.039464929105790358 0.0074733958668295299 0.0026688445807493935 -0.0022756907158449618 -0.0017329535785434111 0.0095416020992933406 -0.031087755225573305 -0.01467009500907863 -0.01107795967101911 0.024057066065039538 0.001821398735712053 leaf_weight=6.0580333727411952 20.444232255220413 7.4771794416010371 20.753903925418857 34.301233693957329 10.367220710963009 5.9166722176596513 10.691577123478057 6.2270969823002806 33.667167734354734 394.74424788169563 223.07471223175526 397.61978781782091 11.405389839783313 6.1757060904055825 15.510907952673731 5.3407307695597437 7.9455164205282953 10.710527660325168 leaf_count=175 103 68 142 332 76 214 87 59 308 2041 1102 2805 173 124 263 222 136 212 internal_value=-0.000566081 -0.000122332 0.00719374 0.00486276 0.0162438 -0.00783586 -0.000873748 -0.0171528 -0.000435816 -0.00058676 -0.00398248 0.000454256 -0.0150631 -0.0101762 -0.00425734 0.00156644 0.00665246 0.0122879 internal_weight=1228.43 1159.37 106.567 99.0895 31.1211 69.0635 1052.8 16.9187 67.9684 1035.88 243.519 792.364 39.0087 33.092 26.9163 30.0548 23.9968 18.656 internal_count=8642 7123 926 858 218 1519 6197 146 640 6051 1205 4846 774 560 436 745 570 348 is_linear=0 shrinkage=0.05 Tree=248 num_leaves=17 num_cat=0 split_feature=0 2 4 0 0 3 2 0 0 3 2 4 0 2 0 0 split_gain=1.19552 1.51903 3.4129 2.92172 2.06895 2.53498 2.01249 2.26836 1.36404 1.25487 1.21497 1.05321 1.42069 1.39539 0.929361 0.178226 threshold=608.50000000000011 3.9500000000000006 5.5000000000000009 644.50000000000011 627.50000000000011 4.5000000000000009 0.35000000000000003 687.50000000000011 606.50000000000011 2.5000000000000004 4.8500000000000005 2.5000000000000004 576.50000000000011 1.3500000000000003 654.50000000000011 657.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 6 4 5 -3 14 -8 9 -1 -6 12 -11 -13 -2 -5 right_child=1 3 -4 15 10 -7 7 -9 -10 11 -12 13 -14 -15 -16 -17 leaf_value=-0.019085703514799882 0.022223091329358555 0.013862221047873637 -0.01811528897878539 0.014670381444730705 0.0037447044165317268 -0.004736735142522791 0.0015359240176275651 -0.020662019702690826 -0.014441102293166933 -0.0035926595860257962 -0.013649428181978663 -0.013813748113140354 0.022489473164395646 -0.00017942130986889929 0.0044641944952196425 0.026077029632884483 leaf_weight=7.9270912483334532 15.07858267426491 52.182116016745567 22.1650750041008 18.581383854150776 16.137229517102242 26.822086244821548 168.09819947183132 11.348890349268911 16.796213358640671 8.5098333805799502 22.798430547118187 18.258014664053917 10.648620054125784 780.16756280697882 16.359234750270844 12.252067208290098 leaf_count=47 64 224 95 76 67 123 706 53 82 58 97 89 53 6629 89 54 internal_value=0.000311477 0.00263138 8.43314e-05 0.00656069 0.0028567 0.00750506 0.00209727 0 -0.000736095 -0.000434063 -0.00640183 -0.000224018 0.0110527 -0.000514349 0.0135586 0.0200368 internal_weight=1224.13 381.823 233.05 148.773 117.94 79.0042 210.885 179.447 842.307 825.511 38.9357 817.584 19.1585 798.426 31.4378 30.8335 internal_count=8606 1648 1007 641 511 347 912 759 6958 6876 164 6829 111 6718 153 130 is_linear=0 shrinkage=0.05 Tree=249 num_leaves=22 num_cat=0 split_feature=1 4 5 3 5 3 2 2 5 5 2 2 2 3 4 6 3 3 2 2 4 split_gain=1.64164 2.66931 2.9238 2.41621 2.91867 2.98979 2.26244 2.65078 2.42623 2.02148 1.51267 1.45378 5.51968 1.13502 1.20119 1.87815 1.61903 1.29699 2.01119 1.85518 0.983788 threshold=5.5000000000000009 3.5000000000000004 1.5000000000000002 4.5000000000000009 2.5000000000000004 5.5000000000000009 3.9500000000000006 3.0500000000000003 3.5000000000000004 1.5000000000000002 2.5500000000000003 1.2500000000000002 2.5500000000000003 2.5000000000000004 3.5000000000000004 4.5000000000000009 4.5000000000000009 4.5000000000000009 2.7500000000000004 6.5500000000000007 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 11 6 9 -6 7 -3 -8 -5 -4 -2 -13 -1 17 16 -16 18 -15 -19 -12 right_child=1 3 10 4 5 -7 8 -9 -10 -11 20 12 -14 14 15 -17 -18 19 -20 -21 -22 leaf_value=-0.011232338749828333 0.0088062075623586266 -0.008833444565311932 0.023595888425085434 -7.8954630649857914e-05 0.0016722732565878666 -0.023682048220286699 0.0039606022978448284 -0.030582992758097772 -0.017521687914630026 0.020044253541586479 -0.0053402824604571707 -0.036798407182509284 0.0034883959115756254 -0.021728509939959284 0.0066710117709483617 -0.018728704943207709 0.0017159538778840366 -0.0020082335899033426 -0.0017445568210105707 0.015927862255390862 0.010734233595210987 leaf_weight=14.476805798709391 13.647303268313406 48.025138325989246 17.736594334244728 25.32964364439249 30.503339221701026 17.359713757410645 43.294570937752724 20.304120987653732 17.60984355956316 22.683207239955664 12.205589622259138 11.573560535907744 25.235529087483883 15.957032106816767 257.46321791410446 8.5957597941160184 469.03448677482083 51.695788070559502 52.349861621856689 18.726432010531425 31.943163976073265 leaf_count=71 68 211 81 120 180 122 199 91 99 116 55 49 113 72 1603 49 4509 304 261 138 148 internal_value=0.0010168 -0.00194032 0.00430578 -0.00508482 0.000882778 -0.00771776 -0.00952325 -0.0157164 -0.0023527 0.00954104 0.0115322 -0.00451217 -0.00968463 0.0021467 0.00238666 0.00319396 0.0034856 -0.00184749 -0.00673126 0.0028475 0.0061596 internal_weight=1225.75 337.451 112.342 225.11 95.8759 47.8631 129.234 68.3293 60.9044 48.0129 61.8853 50.4564 36.8091 888.299 873.823 735.093 726.498 138.729 68.3069 70.4222 44.1488 internal_count=8659 1652 514 1138 538 302 600 302 298 236 284 230 162 7007 6936 6161 6112 775 333 442 203 is_linear=0 shrinkage=0.05 Tree=250 num_leaves=17 num_cat=0 split_feature=2 6 2 0 6 2 0 0 2 3 5 2 0 5 0 1 split_gain=2.16992 2.02017 1.34711 1.92062 2.52721 1.74513 2.8794 2.1499 2.54326 1.87874 0.998462 0.75937 0.620265 2.69618 1.98575 0.528677 threshold=0.65000000000000002 1.5000000000000002 2.9500000000000006 577.50000000000011 1.5000000000000002 5.4500000000000011 666.50000000000011 633.50000000000011 5.6500000000000012 3.5000000000000004 1.5000000000000002 2.4500000000000006 596.50000000000011 2.5000000000000004 617.50000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 11 6 9 8 -7 -4 -1 -2 13 -5 -14 -3 right_child=2 15 5 12 -6 7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 leaf_value=-0.007629409096773801 -0.0052152696677300421 -0.025987926557797771 -0.010675656019970859 -0.0038628935282017268 -0.026195161109568651 0.015385593530843547 0.022191971996605168 -0.014565715371467293 0.0014081529338667207 -0.0016645088979546946 0.011450337719507287 0.013746563190117633 -0.0048836142625140501 0.025531413948293009 0.0085506653210632062 -0.010937647675125542 leaf_weight=13.869901552796366 10.248987324535852 12.235927999019625 69.56883180513978 12.840994402766229 10.108346771448849 33.959148164838552 10.40908297896385 18.460300967097282 502.81034987187013 336.63489310257137 11.634838186204432 8.7269145529717189 36.362842127680779 17.108776114881039 101.30793213844299 18.743280775845051 leaf_count=69 68 57 340 60 68 230 49 77 4723 2023 57 58 165 84 427 88 internal_value=0.000194333 -0.00928424 0.000664319 0.00442717 -0.00717784 -9.59238e-05 -0.00254344 0.00173284 0.00232871 -0.00324252 0.000989431 0.00350648 0.00650106 0.0130494 0.0049566 -0.0176652 internal_weight=1225.03 56.4839 1168.55 196.705 29.0842 971.843 416.613 555.23 536.769 406.204 25.5047 18.9759 167.621 29.9498 137.671 30.9792 internal_count=8643 271 8372 930 194 7442 2412 5030 4953 2363 126 126 736 144 592 145 is_linear=0 shrinkage=0.05 Tree=251 num_leaves=19 num_cat=0 split_feature=0 2 4 6 2 2 6 4 2 2 1 6 4 2 2 0 2 2 split_gain=1.08791 2.24804 1.65418 1.87245 3.05845 1.54492 2.72454 3.15319 2.45902 1.39571 1.21479 2.63107 2.28604 1.5021 1.07911 0.624834 0.483068 0.398522 threshold=597.50000000000011 1.5500000000000003 2.5000000000000004 2.5000000000000004 3.4500000000000006 3.2500000000000004 2.5000000000000004 5.5000000000000009 3.3500000000000001 3.5500000000000003 4.5000000000000009 3.5000000000000004 4.5000000000000009 5.2500000000000009 1.1500000000000001 637.50000000000011 1.5500000000000003 4.1500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 16 6 7 -3 -7 -10 12 14 13 -4 -12 -13 -2 -14 right_child=2 5 10 -5 -6 8 -8 -9 9 -11 11 15 17 -15 -16 -17 -18 -19 leaf_value=0.015414093751193942 -0.012329904098838884 -0.020152681329831557 -0.019798953042483775 0.0092642155547155523 0.0053453529702579281 0.028484726815849595 0.012837763382139464 0.0060658990857091061 -0.020346194578374374 -0.0013324707091561029 -0.0022241500103114451 -0.0032290421434059743 0.013292958051999768 0.001359907618910171 0.0058551535242744677 -0.018479613647982864 -0.028889500548531163 0 leaf_weight=17.800568521022797 11.894992567598822 43.415177268907428 22.176433205604553 12.745055228471754 15.263894632458685 5.8369039706885806 10.779083982110022 14.580282397568224 8.8533407598733884 638.79176776157692 46.46062733232975 15.683939278125765 12.538689211010935 12.292259663343428 297.37156188488007 13.083537489175795 13.889638632535933 10.750683695077894 leaf_count=86 58 246 100 57 68 35 58 94 62 5915 214 66 55 56 1301 57 59 52 internal_value=-0.000421973 -0.00162983 0.00141357 -0.00675033 -0.0119436 -0.00207754 -0.00916322 -0.0134854 -0.00131132 -0.00163106 0.00245891 0.00351264 -0.00419773 -0.0122867 0.00474565 -0.0107208 -0.0221824 0.00758119 internal_weight=1224.21 740.057 484.151 53.7936 41.0485 722.257 68.7745 57.9955 653.482 647.645 430.358 372.6 57.7581 34.4687 343.832 28.7675 25.7846 23.2894 internal_count=8639 6496 2143 242 185 6410 398 340 6012 5977 1901 1638 263 156 1515 123 117 107 is_linear=0 shrinkage=0.05 Tree=252 num_leaves=15 num_cat=0 split_feature=2 5 5 2 4 2 2 5 6 2 1 1 6 5 split_gain=1.28107 1.94427 1.34013 1.55365 0.938998 0.826063 2.22125 1.17007 3.05358 2.48672 0.883365 2.09448 2.8228 2.55261 threshold=1.0500000000000003 1.0000000180025095e-35 3.5000000000000004 0.65000000000000002 3.5000000000000004 9.3500000000000032 9.2500000000000018 2.5000000000000004 2.5000000000000004 1.7500000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 6 7 8 -2 -9 -7 12 -12 -13 right_child=5 2 -4 -5 -6 10 -8 9 -10 -11 11 13 -14 -15 leaf_value=0.0051826475291487 0.0026744680224896089 -0.020435355592803614 0.0012428856942749468 -0.032386322214226368 -0.0032884147716002233 -0.023907310096593189 0.024343526056596416 -0.021700983423350802 -0.0078317327357931652 -0.0022417231193559571 -0.013636281256162298 -0.023280373461332753 0.02352287679838477 0.0010301507217083171 leaf_weight=19.346210800111294 348.54734397120774 13.502802744507788 12.683075085282324 11.225650578737257 20.754070892930031 6.0793104274198404 7.4268991574645034 15.964142657816408 85.141262494027615 617.27022984623909 7.635426924563947 20.307823767885566 11.463152862153946 20.968766882549971 leaf_count=97 1858 66 60 49 93 159 62 78 408 4826 158 220 187 285 internal_value=-0.0019744 -0.00816943 -0.0127074 -0.0166482 -0.0105768 -0.00154232 -0.00119847 -0.00140358 0.000587128 -0.00277363 -0.00692698 -0.00477406 0.00847891 -0.01108 internal_weight=1218.32 77.5118 58.1656 45.4825 34.2569 1140.8 1074.35 1066.92 433.689 633.234 66.4545 60.3752 19.0986 41.2766 internal_count=8606 365 268 208 159 8241 7232 7170 2266 4904 1009 850 345 505 is_linear=0 shrinkage=0.05 Tree=253 num_leaves=16 num_cat=0 split_feature=0 0 2 1 2 2 3 0 2 2 2 4 4 3 2 split_gain=1.16722 2.76649 3.90871 2.06196 2.07239 1.93231 1.8627 1.19512 1.73422 1.34803 1.15739 3.17267 0.896775 0.136538 1.60038 threshold=544.50000000000011 540.50000000000011 7.9500000000000011 5.5000000000000009 5.4500000000000011 4.3500000000000005 3.5000000000000004 546.50000000000011 6.2500000000000009 9.8500000000000032 8.8500000000000032 4.5000000000000009 1.5000000000000002 4.5000000000000009 6.1500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 4 5 -1 -6 8 -2 10 12 -12 -9 -3 -15 right_child=7 2 -4 -5 6 -7 -8 9 -10 -11 11 -13 -14 14 -16 leaf_value=-0.00165416300391661 -0.0052651273612919587 -0.016566424064551888 0.011074315264916399 -0.02954032425424797 0.023797553995971176 0.020820145933017852 -0.0033505685455630647 -0.011642396077744338 0.027850065820091603 0.017879347148669632 0.013121406747920138 -0.025761755990891769 0.0010041040014684029 -0.049020401712224958 -0.010543455859212146 leaf_weight=16.849997332319617 5.8393103033304206 6.3679216988384786 7.5872597470879546 5.1412784885615102 5.5271824747323981 19.64906438626349 175.02722698776051 13.186994321644304 8.7064307220280153 10.370844431221483 7.5596963986754444 12.594052966684101 918.27138635516167 6.9170246813446266 5.744304645806551 leaf_count=164 52 52 64 65 46 221 2668 62 70 67 42 92 4866 70 58 internal_value=0.000196477 -0.00284876 -0.0177852 -0.000965462 -0.000133319 0.010544 -0.00236546 0.000979613 0.014751 0.000751088 0.0005406 -0.0110095 0.000807407 -0.02952 -0.0339794 internal_weight=1225.34 248.811 26.6165 222.195 217.053 36.4991 180.554 976.529 14.5457 961.983 951.612 20.1537 931.458 19.0293 12.6613 internal_count=8659 3408 244 3164 3099 385 2714 5251 122 5129 5062 134 4928 180 128 is_linear=0 shrinkage=0.05 Tree=254 num_leaves=17 num_cat=0 split_feature=2 2 5 0 2 5 6 6 1 2 5 2 0 0 0 4 split_gain=1.62784 1.94308 4.24383 3.26552 1.32671 1.31141 3.57764 1.57909 1.11412 0.934519 3.11331 2.21422 1.04252 0.826129 0.802514 0.312063 threshold=4.3500000000000005 4.6500000000000012 1.5000000000000002 606.50000000000011 4.2500000000000009 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 4.5000000000000009 3.9500000000000006 1.5000000000000002 3.8500000000000001 607.50000000000011 548.50000000000011 475.50000000000006 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 8 9 6 -3 14 -4 11 -11 13 -12 -1 -7 -6 right_child=1 5 3 -5 15 7 -8 -9 -10 10 12 -13 -14 -15 -16 -17 leaf_value=-0.012420317783819627 -0.012516927853377902 -0.0042683792186712548 0.037711029386392758 -0.0065403520821503249 -0.021045814286054954 -0.0089293277558016911 0.03089597988242479 -0.021420295722153929 0.016238873419610469 0.025955047514897262 -0.008179865615717213 -0.02122934624660721 0.0082255581698499995 -0.0013103810812742965 0.00081127701991964547 -0.0069004639465545768 leaf_weight=16.693772092461586 13.923202499747275 15.72905218973756 12.884286968037488 9.2266567796468717 9.7267035618424433 20.82032825704664 11.772361740469931 7.3298522010445586 18.08860706910491 11.824567928910254 25.861272199079394 14.35464991815388 13.984392091631888 378.82504613325 635.431526562199 10.701932333409784 leaf_count=156 66 85 92 40 48 573 54 42 111 56 168 78 59 1778 5149 67 internal_value=-7.11627e-05 0.00138856 0.0104293 0.018609 -0.00233668 0.000659259 0.0111647 0.000200206 0.0262275 -0.00175562 0.00448822 -0.00256392 -0.00223932 -0.00182205 0.000481522 -0.0145367 internal_weight=1227.18 745.206 54.1228 40.1996 481.972 691.083 27.5014 663.582 30.9729 461.544 51.6702 409.873 39.8457 395.519 656.252 20.4286 internal_count=8622 6212 309 243 2410 5903 139 5764 203 2295 283 2012 227 1934 5722 115 is_linear=0 shrinkage=0.05 Tree=255 num_leaves=20 num_cat=0 split_feature=4 0 0 0 2 2 0 4 2 2 4 3 3 2 5 2 0 2 3 split_gain=1.95271 2.0229 2.47108 1.89988 2.25081 2.32951 2.04893 3.30212 2.36375 1.89406 3.19246 1.80331 1.36998 1.00955 1.19754 2.34243 1.56526 1.16608 0.929247 threshold=4.5000000000000009 527.50000000000011 530.50000000000011 537.50000000000011 8.6500000000000004 7.9500000000000011 529.50000000000011 3.5000000000000004 6.6500000000000012 8.8500000000000032 5.5000000000000009 6.5000000000000009 6.5000000000000009 5.4500000000000011 8.5000000000000018 8.8500000000000032 464.50000000000006 5.0500000000000007 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 13 -3 6 5 12 7 -1 -9 11 -11 -4 -5 17 16 -16 -15 18 -2 right_child=1 2 9 4 -6 -7 -8 8 -10 10 -12 -13 -14 14 15 -17 -18 -19 -20 leaf_value=-0.031855923433334855 0.017521992658165789 -0.026835191289422751 -0.0025382659149159503 0.0033153630056342066 0.020602610834546214 -0.018481112099344069 -0.029371645312716951 0.033360615207113239 -0.0034044073222069884 0.001565728171444731 -0.028770303259700591 0.011102462401443556 -0.012080309203539705 -0.019530935971844545 -0.0098529219962241107 0.030323242683589709 0.0019495525311017141 0.032590802241880247 -0.0073584081356935435 leaf_weight=5.5412244256585899 6.3856577984988707 9.8362370245158655 465.43115010857582 492.62645855545998 16.523200377821922 12.072389226406811 8.2996716350316984 5.6630670484155443 11.677734595723448 16.215625695884228 16.721541237086058 24.467142477631569 13.793886605650185 8.3682648441754264 5.019308145157992 8.4328016396611911 88.378522937186062 5.1871616877615443 6.4644570518285036 leaf_count=73 73 122 2852 2464 96 78 82 68 182 117 137 173 82 283 134 165 1361 59 85 internal_value=6.44326e-05 -0.00177629 -0.00313839 0.00222122 0.00293325 0.00232196 -0.009552 -0.00122489 0.0094938 -0.00263265 -0.0140819 -0.00182559 0.00286318 0.00382348 0.00191551 0.0153421 -3.80867e-05 0.0145047 0.00501692 internal_weight=1227.11 660.908 532.672 566.198 535.016 518.493 31.1817 22.882 17.3408 522.835 32.9372 489.898 506.42 128.236 110.199 13.4521 96.7468 18.0373 12.8501 internal_count=8686 5561 3401 3125 2720 2624 405 323 250 3279 254 3025 2546 2160 1943 299 1644 217 158 is_linear=0 shrinkage=0.05 Tree=256 num_leaves=17 num_cat=0 split_feature=3 2 2 5 1 2 2 5 4 3 1 6 5 6 5 2 split_gain=1.15645 3.67938 11.7871 2.99408 3.5931 2.18597 1.09678 2.23565 2.73308 2.32994 1.96231 1.84835 1.3489 1.18999 2.63106 2.00488 threshold=5.5000000000000009 2.3500000000000001 2.7500000000000004 2.5000000000000004 5.5000000000000009 4.8500000000000005 5.1500000000000012 2.5000000000000004 6.5000000000000009 2.5000000000000004 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 5.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 -2 -3 5 -5 -4 7 9 10 -1 -9 -11 -8 15 -15 -14 right_child=1 2 3 4 -6 -7 12 8 -10 11 -12 -13 13 14 -16 -17 leaf_value=-0.015745013098079595 -0.018160182132400865 0.063469315895936795 -0.020103085601929565 0.0073901630543900315 -0.015189205836664596 -7.2793169695465341e-05 0.01440767564524361 -0.0057622338809167287 -0.027930776517079745 0.0056870337128051285 0.015138586497815958 -0.0024307284885484288 0.020034079509624905 0.0064318995236043071 -0.028751698530839039 0.0004629960521840852 leaf_weight=19.38605372607708 18.417253859341145 7.1850820109248152 20.491737551987171 190.57850107783452 18.344485577195883 38.598866138607264 17.411941431462765 199.49364177510142 12.540498021990059 143.82443667203188 10.832567185163496 134.11708846688271 12.608036335557697 9.7799412682652491 9.5167493484914285 364.81100219953805 leaf_count=91 95 39 115 2302 129 317 86 1118 91 685 48 603 77 50 62 2781 internal_value=0.000112288 0.00284749 0.00433216 0.00249815 0.00532085 -0.00732116 -0.000744045 -0.00227391 -0.00604985 0.000550435 -0.00459556 0.00175732 0.00116646 0.000537959 -0.0112353 0.00118121 internal_weight=1227.94 293.616 275.199 268.014 208.923 59.0906 934.322 520.194 222.867 297.328 210.326 277.942 414.128 396.716 19.2967 377.419 internal_count=8689 2997 2902 2863 2431 432 5692 2636 1257 1379 1166 1288 3056 2970 112 2858 is_linear=0 shrinkage=0.05 Tree=257 num_leaves=16 num_cat=0 split_feature=2 1 2 3 2 3 6 1 3 2 3 2 5 2 1 split_gain=0.842468 1.72053 2.89681 0.735169 1.17995 1.59169 1.13741 1.87904 0.693696 0.797039 0.790931 1.88936 1.09198 0.662703 0.23363 threshold=9.4500000000000011 2.5000000000000004 7.8500000000000005 4.5000000000000009 10.850000000000003 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 3.9500000000000006 5.5000000000000009 0.95000000000000007 2.5000000000000004 11.550000000000002 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -2 6 -6 14 -8 9 -3 12 -12 -10 -7 -5 right_child=3 8 -4 4 5 13 7 -9 10 -11 11 -13 -14 -15 -16 leaf_value=-0.0015904706549831869 -0.017667874425356223 0 0.043217091903335392 -0.028436033614973929 0.024973740521792409 -0.015637370400667809 0.0098219686754335289 -0.020417920580477762 0.00061525789103110168 0.014677410989042747 -0.022721441949868706 0.0026821308363738244 -0.0029390979329678149 0.0065773360919685574 -0.010786907279864137 leaf_weight=8.1470492789521796 10.44949723780155 20.354164905846119 5.1106780385598531 5.260726956650613 6.368807869032028 5.5437329402193409 13.166769434697928 7.0346935652196398 403.56252100691199 15.294682092964647 6.5194121524691573 243.66693754866719 458.8036134345457 5.6870587281882763 7.7054557735100389 leaf_count=115 105 96 91 122 97 93 209 63 2001 76 31 2187 3083 158 112 internal_value=-0.000412843 -0.000104726 0.0171512 -0.00608271 -0.00330631 0.00675729 -0.00883413 -0.000938905 -0.000323074 0.00643523 -0.000549701 0.00191243 -0.00127118 -0.00436143 -0.019829 internal_weight=1222.68 1161.46 13.2577 61.2167 50.7672 17.5996 33.1676 20.2015 1148.2 35.6488 1112.55 250.186 862.366 11.2308 12.9662 internal_count=8639 7680 206 959 854 348 506 272 7474 172 7302 2218 5084 251 234 is_linear=0 shrinkage=0.05 Tree=258 num_leaves=22 num_cat=0 split_feature=3 2 2 5 6 0 2 0 2 0 0 0 5 2 0 1 0 0 0 1 5 split_gain=1.00263 1.98408 2.48369 2.26328 2.03533 3.38959 2.63881 1.64839 2.02955 2.48933 4.10695 1.44713 1.15214 1.00614 4.40909 2.20512 0.848301 0.753732 3.10646 0.220212 0.160377 threshold=4.5000000000000009 8.6500000000000004 9.0500000000000025 8.5000000000000018 1.0000000180025095e-35 533.50000000000011 6.3500000000000005 550.50000000000011 9.4500000000000011 542.50000000000011 533.50000000000011 556.50000000000011 3.5000000000000004 2.3500000000000001 604.50000000000011 3.5000000000000004 524.50000000000011 464.50000000000006 474.50000000000006 4.5000000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 12 4 5 -2 -6 8 9 10 -1 19 -3 14 -13 -15 -14 -4 -19 -9 -11 right_child=1 2 17 -5 6 -7 -8 11 -10 20 -12 13 16 15 -16 -17 -18 18 -20 -21 -22 leaf_value=0.015331990491257656 0.0063154246337752329 0.00025125121322260697 -0.014054512649982762 -0.025798660884387828 0.0016358074506487284 -0.011470871138691434 -0.0070527848638820088 -0.0067220885607679921 -0.017823407198723554 0.015024263007183673 -0.017588665489261631 0.026061016893478575 0.0099205270709845587 -0.020228576051927641 0 -0.00019418963827376261 0.038167214713488495 0.036193091186594084 -0.0013485582387939342 -0.021445780721344558 0.031791964398343191 leaf_weight=26.506085582077503 33.225876696407795 5.7474318314343718 7.0824290984310201 9.8754633367061597 299.88205444999039 121.01824063062668 121.94571701344103 7.5599546879529935 5.6601038957014671 6.9522249773144749 13.399576529860495 18.464081801474094 6.0118911890313012 13.323277041316031 99.796208865940571 350.04969078674912 7.6584233269095421 5.0707051791250697 57.312791748903692 7.1632031872868538 10.461854983121155 leaf_count=290 513 57 248 210 1760 843 1070 57 72 48 103 89 105 73 445 1706 64 87 713 54 80 internal_value=-0.000773041 -0.00207122 0.0048308 -0.00313316 -0.00269192 -0.0075913 -0.000874882 0.000785166 0.00834043 0.0112711 0.00399587 -0.000178267 0.020165 0.000298248 0.00429191 -0.000995984 0.0276088 0.000248131 0.00214692 -0.0151119 0.0265488 internal_weight=1234.17 674.831 88.8837 585.947 576.072 154.244 421.828 559.336 62.9798 57.3197 39.9057 496.356 19.4177 481.633 118.26 363.373 13.6703 69.4659 62.3835 14.7232 17.4141 internal_count=8687 5670 1274 4396 4186 1356 2830 3017 593 521 393 2424 226 2313 534 1779 169 1048 800 111 128 is_linear=0 shrinkage=0.05 Tree=259 num_leaves=18 num_cat=0 split_feature=0 0 2 5 2 2 2 0 2 4 2 2 4 0 0 5 2 split_gain=2.17391 1.74001 1.80149 2.9014 2.86856 3.00619 1.74687 1.54324 1.53671 2.89904 1.23916 3.39203 2.25311 0.997019 0.831952 1.37175 0.0885011 threshold=666.50000000000011 530.50000000000011 7.6500000000000012 4.5000000000000009 7.2500000000000009 7.0500000000000007 10.65 457.50000000000006 0.55000000000000016 4.5000000000000009 9.2500000000000018 8.8500000000000032 5.5000000000000009 503.50000000000006 674.50000000000011 1.0000000180025095e-35 1.0500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 5 -1 -4 -5 9 -3 11 -10 -12 -6 -2 16 -16 right_child=14 8 3 7 13 -7 -8 -9 10 -11 12 -13 -14 -15 15 -17 -18 leaf_value=-0.00014663888637537741 0.02083144385468343 -0.020337027527802108 -0.027493303043845771 -0.026256248075489808 0.035920067321269046 -0.036992860520530302 0.0031780766903269594 0.00015248671967161385 0.0011024229927654675 0.0083453783380450629 0.018929217517895565 -0.02322552837944078 -0.009299466239299942 0.0058523905738150682 0.019508590688456749 -0.0039023005065955507 0.009015921694025375 leaf_weight=60.730905812233686 13.513542741537092 21.885827779769897 24.832505145110193 5.1947156195528796 5.6409540334716421 5.1235382175073019 5.0775174968875936 48.297404359094799 921.03628911264241 13.304331824183462 22.615209024399523 13.542601354420183 9.103455472737549 6.3245719578117132 9.0748100057244319 17.201312027871609 9.9317812919616681 leaf_count=788 60 96 391 217 104 83 107 825 5258 60 148 105 77 82 53 86 47 internal_value=0.000343595 -9.40853e-05 -0.00490197 -0.00996466 0.000518021 -0.00359855 -0.0221904 -0.00275513 0.000679031 -0.00942396 0.00106149 0.000720104 0.010638 0.0220901 0.0104772 0.00602233 0.0150003 internal_weight=1212.43 1162.71 161.222 83.4021 77.82 65.8544 29.91 53.4921 1001.49 35.1902 966.298 934.579 31.7187 11.9655 49.7214 36.2079 19.0066 internal_count=8587 8341 2597 1540 1057 871 498 1042 5744 156 5588 5363 225 186 246 186 100 is_linear=0 shrinkage=0.05 Tree=260 num_leaves=14 num_cat=0 split_feature=0 0 5 5 3 0 5 6 0 0 6 0 0 split_gain=1.12913 1.64771 2.76085 0.930348 1.90168 1.07314 0.92316 1.18924 1.90441 1.80514 0.813514 3.12036 1.23756 threshold=478.50000000000006 495.50000000000006 5.5000000000000009 4.5000000000000009 5.5000000000000009 462.50000000000006 1.5000000000000002 2.5000000000000004 550.50000000000011 548.50000000000011 1.0000000180025095e-35 579.50000000000011 551.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 -5 -6 10 8 -8 -9 11 -3 -12 right_child=1 6 -4 4 5 -7 7 9 -10 -11 12 -13 -14 leaf_value=-0.0068097320350727561 -0.038179619582582688 0.0181578014586001 0.0018176473501254394 -0.0081280715733740017 0.0051747840859409635 0.034366167663792489 0.0035950994582064663 -0.019915012593881329 -0.001942402083364771 -0.0031109114004512044 -0.012958005939172436 -0.010012043067410058 0.0043644037317395754 leaf_weight=5.6336445100605514 6.7359905298799267 11.821155507117508 9.0582592366263253 5.7515333918854621 5.957544380798935 8.6177961956709606 213.6289782654494 17.76512205787003 558.69733034446836 121.61758334934711 9.7641417980194074 40.631796181201935 207.13870403170586 leaf_count=135 216 93 240 114 232 165 2302 176 3106 628 76 202 951 internal_value=-0.000409697 -0.00064104 -0.0162005 0.00969864 0.0146132 0.0238538 -0.000415206 -0.00117858 -0.00040157 -0.00541491 0.00214497 -0.00334903 0.00350578 internal_weight=1222.82 1196.86 15.7942 25.9605 20.3269 14.5753 1181.06 911.709 772.326 139.383 269.356 52.453 216.903 internal_count=8636 7990 456 646 511 397 7534 6212 5408 804 1322 295 1027 is_linear=0 shrinkage=0.05 Tree=261 num_leaves=11 num_cat=0 split_feature=2 5 6 3 2 2 2 2 2 6 split_gain=1.36804 0.869705 2.49099 0.840842 1.57598 3.09556 2.35107 1.39719 1.40362 0.386241 threshold=11.65 8.5000000000000018 1.5000000000000002 4.5000000000000009 5.4500000000000011 5.0500000000000007 8.6500000000000004 10.850000000000003 3.1500000000000008 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 -1 -6 8 -5 -3 right_child=-2 2 -4 7 6 -7 -8 -9 -10 -11 leaf_value=-0.0016805978320074252 -0.019436723270845922 -0.010136020232082753 0.015887246159300508 0.0062486562008672916 0.0046019566830700154 -0.018184019833969372 -0.01207350793978711 0.02044637394630865 7.6396286605283009e-05 -0.028357169942454449 leaf_weight=332.01141452044249 8.0702508077956718 9.3772931741550618 5.9959979187697163 111.33300578966737 166.35992394201458 30.243271000683308 23.104584485292435 8.597251973114906 521.41671979334205 7.043988528661429 leaf_count=1574 211 191 94 556 1006 167 191 127 4397 137 internal_value=-8.90106e-05 5.12113e-05 -0.00948625 0.000242398 -0.00118257 -0.00311844 0.00248947 0.00147595 0.00117845 -0.0194182 internal_weight=1223.55 1215.48 22.4173 1193.07 551.719 362.255 189.465 641.347 632.75 16.4213 internal_count=8651 8440 422 8018 2938 1741 1197 5080 4953 328 is_linear=0 shrinkage=0.05 Tree=262 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 5 split_gain=1.05635 1.24718 1.38489 1.09772 0.76781 0.729635 threshold=699.50000000000011 687.50000000000011 670.50000000000011 1.5000000000000002 7.5000000000000009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 left_child=1 2 3 -1 -5 -4 right_child=-2 -3 5 4 -6 -7 leaf_value=-0.017122882097690788 0.014865340118118429 -0.018522677681790292 0.00092759982009854428 -0.00078018567543910241 0.0080382204719062472 0.019465810518981618 leaf_weight=9.1532686054706556 10.061095401644705 8.6910419017076475 10.143725439906122 1151.1036331919022 24.149770063348114 12.017014771699904 leaf_count=41 60 39 52 8090 341 60 internal_value=-0.000498974 -0.000642404 -0.000494237 -0.000734388 -0.00058805 0.0116026 internal_weight=1225.32 1215.26 1206.57 1184.41 1175.25 22.1607 internal_count=8683 8623 8584 8472 8431 112 is_linear=0 shrinkage=0.05 Tree=263 num_leaves=11 num_cat=0 split_feature=0 5 0 0 2 2 0 2 0 0 split_gain=2.83808 1.51573 2.61328 3.47752 2.35762 2.11854 1.63141 1.06784 1.27605 0.868135 threshold=462.50000000000006 5.5000000000000009 477.50000000000006 498.50000000000006 5.9500000000000011 9.2500000000000018 481.50000000000006 0.15000000000000005 646.50000000000011 500.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=-1 6 -3 5 -5 -4 -2 8 -8 -9 right_child=1 2 3 4 -6 -7 7 9 -10 -11 leaf_value=-0.026413973963190836 0.022029624414159454 -0.030281801060009841 0.03093770048544189 0.0014158850798342316 -0.010708562247676589 -0.0054535220368386343 -0.0011233402354385584 -0.0117265178508626 0.017100724647634995 0.00066272609501150288 leaf_weight=9.0634652986191195 8.1546579208224994 7.9977423027157775 10.689382534474136 76.23781325481832 81.644998116418719 5.3576734950765958 16.318165466189384 13.316788270138202 20.432978771626949 974.77002892456949 leaf_count=344 141 162 202 558 864 119 72 287 107 5765 internal_value=2.49463e-05 0.000247858 -0.00394225 -0.00253632 -0.00485043 0.0188872 0.000993741 0.000800173 0.00906106 0.00047901 internal_weight=1223.98 1214.92 181.928 173.93 157.883 16.0471 1032.99 1024.84 36.7511 988.087 internal_count=8621 8277 1905 1743 1422 321 6372 6231 179 6052 is_linear=0 shrinkage=0.05 Tree=264 num_leaves=10 num_cat=0 split_feature=0 0 0 0 0 2 4 3 3 split_gain=1.04869 2.82269 1.05461 2.35497 2.60173 1.85423 0.865872 3.3824 0.70793 threshold=701.50000000000011 687.50000000000011 633.50000000000011 651.50000000000011 657.50000000000011 4.8500000000000005 6.5000000000000009 4.5000000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 -5 -4 8 -8 -1 right_child=-2 -3 3 4 -6 -7 7 -9 -10 leaf_value=-0.0047903626101322783 0.016514119721442184 -0.026193698756542136 0.012769683981407542 -0.016519614475610473 0.0032791351984253489 -0.0045167516290145829 0.01835513889266701 -0.0016876162086976723 -0.00057172412151616791 leaf_weight=113.12488529831171 8.41670363396406 9.3809415847063047 71.379952564835548 22.818848446011543 53.147335685789585 18.70005290210247 27.667797415517271 77.402081912383437 815.30373406549916 leaf_count=597 50 42 298 93 240 78 218 1053 5938 internal_value=-9.97675e-05 -0.000233121 -4.28491e-06 0.00367783 -0.00274045 0.00911604 -0.000603685 0.00366635 -0.00109573 internal_weight=1217.34 1208.93 1199.54 166.046 75.9662 90.08 1033.5 105.07 928.429 internal_count=8607 8557 8515 709 333 376 7806 1271 6535 is_linear=0 shrinkage=0.05 Tree=265 num_leaves=13 num_cat=0 split_feature=0 0 2 4 3 0 0 0 2 0 0 2 split_gain=0.870301 1.07476 1.23803 2.41317 4.14474 2.63549 1.85026 1.87605 0.986342 0.453436 0.724041 2.81458 threshold=461.50000000000006 490.50000000000006 8.6500000000000004 4.5000000000000009 4.5000000000000009 537.50000000000011 502.50000000000006 539.50000000000011 6.1500000000000012 481.50000000000006 475.50000000000006 9.1500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 9 6 5 -5 -4 8 -8 -3 10 11 -2 right_child=1 2 3 4 -6 -7 7 -9 -10 -11 -12 -13 leaf_value=0.015366901941478831 -0.03625077153356817 0.032599514542233685 -0.0039871314049527195 -0.021369763747416143 0.0079229192122671904 0.030348679361529008 -0.0063051119352283726 0.00048499174226619842 0.0059422972581882538 -0.019755451663780836 0.0060197741708581309 0.0082244543838728527 leaf_weight=8.6300865737721306 5.4443329982459598 5.2422266229987136 7.6181995393708375 14.763627573847769 50.424845800735056 16.162279725074768 112.50142551586032 975.17961475253105 10.529703561216591 6.99044963158667 8.1037617120891792 6.9963096929714084 leaf_count=346 121 72 91 135 554 91 1286 5304 166 241 144 122 internal_value=0.000385457 0.000262882 0.000495941 0.00613612 0.000990654 0.0194302 3.15146e-05 -0.000217878 0.0165161 -0.0093184 -0.00478287 -0.012116 internal_weight=1228.59 1219.96 1192.42 88.969 65.1885 23.7805 1103.45 1087.68 15.7719 27.5349 20.5444 12.4406 internal_count=8673 8327 7699 871 689 182 6828 6590 238 628 387 243 is_linear=0 shrinkage=0.05 Tree=266 num_leaves=10 num_cat=0 split_feature=0 0 6 4 2 2 2 6 0 split_gain=1.22521 1.99628 1.32636 1.9416 4.84647 3.2228 1.71676 3.43661 2.82256 threshold=687.50000000000011 679.50000000000011 2.5000000000000004 5.5000000000000009 3.6500000000000008 3.8500000000000001 6.6500000000000012 1.5000000000000002 628.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 -4 -5 8 -8 -1 right_child=-2 -3 3 5 -6 -7 7 -9 -10 leaf_value=0.0040600889765137612 -0.011513468494495104 0.022681321361071798 0.0049506738334018571 -0.021045423685729713 -0.013596661972264421 0.013555070276045224 0.00082125325769835309 -0.012152475289647496 -0.0038350829927078717 leaf_weight=571.91087512858212 20.04756411164999 9.2017096951603872 57.896325007081032 7.4877423755824557 86.192798499949276 31.047583516687155 230.34562386758626 64.33561797067523 139.61314313858747 leaf_count=3641 104 49 261 38 503 235 2618 598 589 internal_value=0.000433682 0.000647208 0.000453539 -0.00344821 -0.00612695 0.00634317 0.00116938 -0.00202582 0.0025007 internal_weight=1218.08 1198.03 1188.83 182.624 144.089 38.5353 1006.21 294.681 711.524 internal_count=8636 8532 8483 1037 764 273 7446 3216 4230 is_linear=0 shrinkage=0.05 Tree=267 num_leaves=22 num_cat=0 split_feature=5 4 3 0 4 1 0 2 2 5 0 0 2 5 3 2 0 0 0 0 0 split_gain=2.52347 2.80242 4.18844 3.80284 3.04139 2.18599 2.54766 1.79614 3.08395 2.00971 1.62896 1.60156 2.87549 1.5977 1.39322 1.16023 2.56029 1.54528 1.07261 0.985405 0.534265 threshold=1.5000000000000002 3.5000000000000004 3.5000000000000004 637.50000000000011 4.5000000000000009 4.5000000000000009 578.50000000000011 9.3500000000000032 9.2500000000000018 7.5000000000000009 585.50000000000011 502.50000000000006 8.8500000000000032 3.5000000000000004 6.5000000000000009 5.8500000000000005 627.50000000000011 673.50000000000011 610.50000000000011 502.50000000000006 496.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 3 4 -3 10 -7 8 11 14 -4 13 -13 -2 19 16 18 -18 -1 -9 -11 right_child=7 2 5 -5 -6 6 -8 9 -10 20 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=-0.0043545033149127573 -0.010101734849201703 0.017609846504652176 -0.024943538572125588 0.02926394521213882 -0.017509360489433988 0.01600434487905646 -0.0044521563579599755 -0.028831489719095091 0.03184465983516465 0.00023013187146497341 -0.0025386615209970643 0.0015729991318998481 -0.017915779720033553 0.016258465142546009 0.0057876601532277465 -0.02499269947099679 -0.02038133383029346 -0.0028613083896469539 0.01523972943666134 -0.010052701848478793 0.020675951205796378 leaf_weight=14.863788016140463 6.0522254742681971 10.856211468577387 18.76773588731885 18.898112632334232 11.82442134618759 17.289487862959504 88.949855126440525 9.6395873050205392 7.5238915737718335 7.3948876233771426 15.100511595606802 834.13376129604876 18.338295314460993 30.866847111843526 8.8660361343063396 12.414579041302202 37.072153598070145 20.424371659755707 11.277266368269919 31.831627305597067 5.4452243261039257 leaf_count=74 123 47 149 85 58 114 404 249 61 185 72 5409 169 620 203 58 153 104 47 297 59 internal_value=7.77527e-05 -0.00410665 -0.000411496 0.0133056 -0.000454437 -0.0045831 -0.000958226 0.00129644 0.00187714 -0.00677041 -0.0154568 0.00158253 0.0011274 0.0116529 -0.011292 -0.0109684 -0.00855695 -0.0143985 0.00416429 -0.0151115 0.0101295 internal_weight=1237.83 277.738 181.686 41.5787 22.6806 140.108 106.239 960.092 896.915 63.1774 33.8682 889.391 852.472 36.9191 50.3373 96.0522 83.6376 57.4965 26.1411 41.4712 12.8401 internal_count=8740 1365 929 190 105 739 518 7375 6382 993 221 6321 5578 743 749 436 378 257 121 546 244 is_linear=0 shrinkage=0.05 Tree=268 num_leaves=17 num_cat=0 split_feature=0 5 2 2 6 3 2 2 0 5 5 0 5 2 2 2 split_gain=1.5854 1.97623 2.78535 2.53259 1.99442 3.57077 2.00431 1.70404 3.78844 3.49022 1.16216 1.2322 5.08711 1.3873 1.67422 1.26359 threshold=588.50000000000011 3.5000000000000004 1.7500000000000002 1.9500000000000002 2.5000000000000004 5.5000000000000009 10.350000000000003 8.4500000000000011 577.50000000000011 1.5000000000000002 6.5000000000000009 591.50000000000011 2.5000000000000004 7.0500000000000007 7.7500000000000009 3.5500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -5 8 -4 -9 11 12 -2 15 -15 -13 right_child=10 3 7 4 5 -7 -8 9 -10 -11 -12 13 -14 14 -16 -17 leaf_value=-0.034396123795593252 0.032893745651016278 0.027668054000476672 0.0012030124828732096 -0.00040134124373997139 -0.0016293366789250495 0.028529937084593948 -0.015771873023247184 0.016480213114332756 -0.013144854876712972 -0.021598750616075968 -0.013484557792463311 0.0031773960722037867 -0.0071186675515082483 0.022526173489969419 0 -0.0017856591665683904 leaf_weight=6.9787296950817099 13.865732803940775 7.3434184677898875 170.58141699433327 298.34969339240342 24.1026959605515 15.121507307514547 21.911482485476881 6.5642485767602912 61.687287010252476 29.420676675625145 11.373347073793409 260.4084137827158 16.112784191966057 15.632723376154898 16.992826193571091 249.68577860295773 leaf_count=41 65 42 1310 3137 192 129 436 48 348 329 59 1152 83 72 80 1144 internal_value=-0.000244088 -0.00196099 -0.00515662 0.000430615 -0.000187119 0.0102934 -0.00151434 -0.00425245 -0.00262616 -0.0142595 0.00163485 0.00196681 0.011691 0.00139996 0.0112482 0.000739509 internal_weight=1226.13 642.061 275.232 366.829 359.485 39.2242 320.261 268.254 232.269 35.9849 584.072 572.698 29.9785 542.72 32.6255 510.094 internal_count=8667 6012 2076 3936 3894 321 3573 2035 1658 377 2655 2596 148 2448 152 2296 is_linear=0 shrinkage=0.05 Tree=269 num_leaves=13 num_cat=0 split_feature=5 2 0 4 0 6 6 2 4 0 0 2 split_gain=0.772031 1.21714 0.881827 2.01875 1.44131 2.18581 1.10089 1.20863 0.930754 0.905588 1.54877 1.44988 threshold=9.5000000000000018 8.8500000000000032 507.50000000000006 7.5000000000000009 512.50000000000011 1.0000000180025095e-35 1.0000000180025095e-35 8.9500000000000011 5.5000000000000009 518.50000000000011 521.50000000000011 6.6500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 6 5 -4 7 -1 -8 11 -11 -6 right_child=1 -3 4 -5 9 -7 8 -9 -10 10 -12 -13 leaf_value=-0.011468918699319011 -0.0041922507845362283 0.027400088031141773 -0.0086849025586805823 0.014519405746849057 0.0040524911556692267 0.028358730379661037 -0.027869652843559991 0.010539947986804798 -0.0089495192795118004 0.01509771215928557 -0.00099862453807115018 -0.022140551642533573 leaf_weight=13.303106749430301 5.1969057936221343 5.0806587841361761 5.6666544936597338 8.4636713387444598 8.1920632813125867 9.1398248225450498 10.993179139681162 9.9647643999196571 20.295585504733026 14.12043998390436 1104.8984458837658 11.533250797539948 leaf_count=278 112 97 76 176 99 118 242 265 419 137 6464 162 internal_value=-0.000962617 0.0120267 -0.00108624 -0.00680873 -0.000763658 0.0142127 -0.0104093 -0.00179139 -0.0164091 -0.000975075 -0.000777749 -0.0113505 internal_weight=1226.85 10.2776 1216.57 63.0203 1153.55 14.8065 54.5566 23.2679 31.2888 1138.74 1119.02 19.7253 internal_count=8645 209 8436 1380 7056 194 1204 543 661 6862 6601 261 is_linear=0 shrinkage=0.05 Tree=270 num_leaves=12 num_cat=0 split_feature=0 0 0 2 2 2 2 2 6 2 2 split_gain=0.860797 4.23598 2.04393 1.84648 2.57282 2.17206 1.23274 1.13773 0.87013 1.20272 0.160512 threshold=638.50000000000011 633.50000000000011 640.50000000000011 5.3500000000000005 3.9500000000000006 0.35000000000000003 0.55000000000000016 3.5500000000000003 4.5000000000000009 1.2500000000000002 4.4500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -2 4 5 -4 -1 -3 9 -8 -6 right_child=2 7 3 -5 10 -7 8 -9 -10 -11 -12 leaf_value=-0.012945445390901209 -0.023385810572633357 0.027275341930779729 0.0086943267858377079 -0.019700270395969562 0.018638133405834301 -0.0076910886082951968 0.011725356620501943 0.0071202913804597999 -0.01342530261481089 -0.00060810119796585313 0.008039727494155496 leaf_weight=19.445115432143211 11.796260699629782 15.159178182482721 25.266237296164036 13.047265112400053 11.585317716002466 85.296628326177597 19.151888348162174 15.556539624929426 11.929638646543024 974.7902915594168 12.13372318446636 leaf_count=90 49 62 131 55 50 370 85 64 65 7560 51 internal_value=-0.00074241 -0.00021921 -0.00416033 -0.00244001 -0.000592758 -0.00385745 -0.000779824 0.0177715 -0.000527054 -0.000353881 0.0139633 internal_weight=1215.16 1056.03 159.125 147.329 134.282 110.563 1025.32 30.7157 1005.87 993.942 23.719 internal_count=8632 7926 706 657 602 501 7800 126 7710 7645 101 is_linear=0 shrinkage=0.05 Tree=271 num_leaves=12 num_cat=0 split_feature=0 0 0 6 0 5 3 0 3 0 5 split_gain=1.69176 1.12184 1.36385 1.1755 1.39534 1.02585 1.46498 1.42675 0.932082 1.46557 0.50934 threshold=478.50000000000006 490.50000000000006 502.50000000000006 1.0000000180025095e-35 497.50000000000006 4.5000000000000009 5.5000000000000009 464.50000000000006 7.5000000000000009 507.50000000000006 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 3 4 -3 -1 -7 -8 9 -4 -5 right_child=1 2 8 10 -6 6 7 -9 -10 -11 -12 leaf_value=-0.0049869757330855916 -0.015445887219102375 0.0021059894838867926 -0.019696505386831438 0.012629225376865491 0.03808173054937726 -0.0020715712329193547 0.0063914462798686407 0.039081452430438833 0.016308251647430699 0.0003256406943895182 -0.0050367670909291862 leaf_weight=5.3841056139208403 10.043174888938664 5.1307300804182905 8.208534970879553 5.6816149065271011 5.9127125162631273 5.9482082016766098 6.6593923615291706 8.1037213467061502 8.0199951864778978 1150.9938836023211 9.1629341160878521 leaf_count=128 312 98 164 95 73 121 259 153 75 7103 140 internal_value=0.000685352 0.000402476 0.000552893 0.0116913 0.0233454 0.0130469 0.017979 0.0259937 0.000291777 0.000162696 0.00177949 internal_weight=1229.25 1203.15 1193.11 25.888 11.0434 26.0954 20.7113 14.7631 1167.22 1159.2 14.8445 internal_count=8721 8060 7748 406 171 661 533 412 7342 7267 235 is_linear=0 shrinkage=0.05 Tree=272 num_leaves=23 num_cat=0 split_feature=5 0 3 0 3 5 0 0 0 6 5 2 5 0 0 2 0 0 5 2 2 4 split_gain=1.29038 1.92724 2.67268 2.59552 1.90155 1.75838 1.40419 2.32289 1.2352 1.1791 4.27312 1.16973 1.07589 1.03516 4.06565 3.23858 1.73515 1.96597 1.41748 0.843744 0.628185 0.610992 threshold=5.5000000000000009 588.50000000000011 5.5000000000000009 595.50000000000011 6.5000000000000009 1.5000000000000002 606.50000000000011 601.50000000000011 586.50000000000011 2.5000000000000004 4.5000000000000009 1.5500000000000003 6.5000000000000009 520.50000000000011 500.50000000000006 7.4500000000000011 532.50000000000011 548.50000000000011 6.5000000000000009 7.1500000000000012 8.4500000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 6 -4 13 -5 7 -3 9 11 -11 -1 -6 14 15 -2 18 -18 -15 -8 -14 -16 right_child=4 2 3 5 12 -7 19 -9 -10 10 -12 -13 20 16 21 -17 17 -19 -20 -21 -22 -23 leaf_value=0.014998381521385273 0.036579946100843135 0.0017258987613087149 0.0089620369576787363 -0.031152064937346631 -0.025223256322445705 -0.0085345434243902837 -0.0005144929522670679 0.015962427701102379 -0.016104722367366976 -0.004327207991544616 0.02754626762499901 -0.004625901955528226 -0.012104826240753451 0.038827850334359058 -0.030434731359203344 -0.00099531680606002883 -0.0079659837648815481 0.0080524516086495721 0.0079163050097940425 0.012268614496177071 0.0076381772968767987 -0.0092292733527770173 leaf_weight=6.6753042414784423 7.2085194420069483 101.60226967930794 13.098099946975706 12.299663186073301 7.2140836608596173 30.628563463687897 344.01890245825052 39.63018898665905 19.038671255111694 41.661174166947603 12.915763380005954 396.56462105130777 6.8119069831445795 6.3621705919504192 7.7216586172580746 18.05957585433498 23.32774968072772 86.982247725129128 9.9066663905978185 12.408366307616232 7.1519531756639481 9.1729706265032274 leaf_count=35 128 507 67 59 136 145 1495 181 100 295 97 3422 127 72 119 376 242 538 117 55 179 152 internal_value=-0.000838242 -0.00153968 0.000459233 -0.00978319 0.00292983 -0.0156903 0.00163965 0.00584 -0.00386722 -0.00331342 0.00348568 -0.00425237 -0.0107982 0.00473568 -0.00192373 0.0105183 0.00699078 0.00457891 0.0218427 -2.24038e-05 -0.00182411 -0.0203598 internal_weight=1220.46 1030.54 553.686 56.0263 189.92 42.9282 497.66 141.232 476.856 457.817 54.5769 403.24 21.1779 168.742 42.1627 25.2681 126.579 110.31 16.2688 356.427 13.9639 16.8946 internal_count=8644 6458 2509 271 2186 204 2238 688 3949 3849 392 3457 442 1744 775 504 969 780 189 1550 306 271 is_linear=0 shrinkage=0.05 Tree=273 num_leaves=20 num_cat=0 split_feature=0 4 0 0 2 6 2 0 5 0 4 0 5 2 2 5 2 0 4 split_gain=1.19852 2.75051 4.17626 3.64286 2.32283 2.25894 1.17176 1.17834 0.929684 0.840576 4.58685 0.891109 2.14002 2.85978 2.29194 1.27186 1.60828 1.21047 0.0550205 threshold=498.50000000000006 6.5000000000000009 488.50000000000006 490.50000000000006 10.550000000000002 1.0000000180025095e-35 8.0500000000000025 470.50000000000006 5.5000000000000009 507.50000000000006 6.5000000000000009 519.50000000000011 4.5000000000000009 6.7500000000000009 7.5500000000000007 5.5000000000000009 5.2500000000000009 613.50000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 5 -3 -1 -8 -5 10 18 12 13 -11 -14 16 -13 -17 -2 right_child=9 2 -4 8 -6 -7 7 -9 -10 11 -12 15 14 -15 -16 17 -18 -19 -20 leaf_value=-0.012565434313094856 -0.031872108328058396 0.042582389647869028 -0.038039262136375346 0.018859130766915384 -0.014932219809118611 -6.8834893542975869e-05 0.028069517793224547 0 0.056247870536945958 0.041322614068701205 0.026287174960838974 0.0024173052178819714 -0.019398065007262277 0.0021205243695851185 0.012760534684384229 0.0071060482826856702 -0.0017010178213477238 -0.012721449947259178 -0.014796003029145256 leaf_weight=5.4646074632182779 6.2975272331386822 5.2364451531320864 5.5108425449579945 5.0528641017153841 5.725450361147522 5.71420659404248 5.8002746864221972 7.5638164551928639 5.2479817792773247 8.1278030648827571 5.2078604809939852 576.87625741958618 9.3202427905052918 10.308658376336096 10.887843415141104 126.39519338496029 399.81133444234729 7.123125195503234 5.5477747395634651 leaf_count=161 118 131 100 88 147 137 184 181 82 77 90 2902 147 129 170 997 2623 31 86 internal_value=0.00179848 0.00922274 -0.00379494 0.0191007 0.0087505 0.0217646 0.00503851 0.0129585 0.0416418 0.0014598 -0.00921065 0.00163041 0.00902186 0.0208971 -0.00205099 0.00136073 0.000726322 0.00592439 -0.0260382 internal_weight=1217.22 51.3165 22.1869 29.1295 16.6761 10.9507 18.8287 13.3641 10.3008 1165.9 17.0532 1148.85 38.6445 18.4365 20.2081 1110.21 976.688 133.518 11.8453 internal_count=8581 1211 515 696 415 268 526 365 170 7370 294 7076 523 206 317 6553 5525 1028 204 is_linear=0 shrinkage=0.05 Tree=274 num_leaves=13 num_cat=0 split_feature=2 0 0 0 0 4 1 6 0 2 4 6 split_gain=1.93375 1.74539 3.10619 2.63995 3.83891 2.90763 2.20992 2.11929 1.91107 1.60125 0.847309 0.723038 threshold=11.050000000000002 589.50000000000011 588.50000000000011 615.50000000000011 613.50000000000011 4.5000000000000009 4.5000000000000009 4.5000000000000009 586.50000000000011 0.35000000000000003 5.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 -3 11 8 -1 -8 -2 -5 right_child=10 3 -4 6 -6 -7 9 -9 -10 -11 -12 -13 leaf_value=0.0017709553680355376 -0.032802409435963242 -0.0097832321154645643 0.026785073975553405 0.0056055972975317661 -0.028309355630664074 0.0013249459466585867 0.0095730912832558447 -0.026164026469619319 -0.013037923943486174 -0.0020424583884727939 -0.0072586595681324653 0.022328074020846665 leaf_weight=599.72198780160397 5.1977486754767588 121.44994075596333 10.843435898423193 16.149440452456478 17.380273938179016 111.7884766459465 32.408984109759331 6.1303954347968093 21.552568584680557 260.22732369601727 9.9627032363787276 12.553923472762106 leaf_count=5518 99 578 51 69 80 556 158 42 113 1103 224 52 internal_value=-0.000624771 -0.000390787 0.00140083 -0.00239774 -0.00623503 -0.00445494 0.000589587 0.000912235 0.00122906 -0.000710807 -0.0178136 0.0135933 internal_weight=1225.37 1210.21 638.248 571.958 250.619 233.238 321.34 627.405 621.275 292.636 15.1605 28.7034 internal_count=8643 8320 5724 2596 1214 1134 1382 5673 5631 1261 323 121 is_linear=0 shrinkage=0.05 Tree=275 num_leaves=19 num_cat=0 split_feature=4 2 6 4 2 2 2 2 2 0 3 2 1 2 2 0 2 3 split_gain=0.91074 2.06088 2.56631 2.07307 4.3492 2.04608 1.82537 3.72375 1.69097 6.09221 3.24353 1.98126 2.50689 1.67508 2.3217 1.89913 1.43672 0.79186 threshold=3.5000000000000004 4.7500000000000009 2.5000000000000004 5.5000000000000009 3.5500000000000003 8.2500000000000018 4.3500000000000005 4.4500000000000011 5.4500000000000011 525.50000000000011 4.5000000000000009 5.9500000000000011 5.5000000000000009 7.2500000000000009 6.5500000000000007 567.50000000000011 6.1500000000000012 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 6 4 -4 13 17 -8 9 -3 -11 12 -10 14 15 -1 -13 -2 right_child=1 8 3 -5 -6 -7 7 -9 11 10 -12 16 -14 -15 -16 -17 -18 -19 leaf_value=0.011883371208722857 -0.0011172190836379271 0.032519837183990923 0.0016666848427149723 0.012273459531542874 -0.025107891827203167 0.017902469086617506 0.035784206465893927 0.0058781550509760007 0.0034785337790235113 -0.021759329947759226 -0.0021767384825992805 -0.011347851890416802 0.027255192357282323 -0.018873626871684198 0.015512108489778718 -0.0048109640990845947 6.7795362848806581e-05 0.005658080973790662 leaf_weight=17.551934393122792 51.907398737967014 7.9851093012839547 41.608304463326931 14.754070986062287 22.493954556062818 11.207813581451772 14.009525187313555 37.552649188786745 57.939016714692116 36.757520999759436 50.101168286055326 28.70939914509654 13.053119309246538 14.714731903746722 16.571607774123549 196.02660144865513 370.09559532720596 217.406673271209 leaf_count=140 246 91 188 74 121 81 77 233 430 209 354 221 67 94 91 906 3828 1165 internal_value=0.000603718 0.00131069 0.00405473 -0.003951 -0.00789326 -0.00203405 0.00604386 0.014625 -0.000626821 -0.00668398 -0.0106741 0.000596993 0.00823759 -0.00303602 -0.00192453 -0.00336673 -0.000767823 0.00433442 internal_weight=1220.45 964.374 399.733 78.8563 64.1023 256.073 320.876 51.5622 564.641 94.8438 86.8587 469.797 70.9921 244.865 230.15 213.579 398.805 269.314 internal_count=8616 7304 2104 383 309 1312 1721 310 5200 654 563 4546 497 1231 1137 1046 4049 1411 is_linear=0 shrinkage=0.05 Tree=276 num_leaves=23 num_cat=0 split_feature=2 2 6 0 2 5 0 0 2 2 0 5 0 0 5 6 4 0 2 2 3 6 split_gain=1.39983 2.9171 2.03049 2.64391 5.3836 2.26881 2.02015 3.29295 1.61828 1.58774 3.31741 3.53217 2.53809 3.22866 1.39393 2.40938 2.81702 2.19127 1.20441 1.08073 3.29359 1.59532 threshold=6.2500000000000009 6.0500000000000007 2.5000000000000004 564.50000000000011 7.1500000000000012 4.5000000000000009 570.50000000000011 551.50000000000011 6.9500000000000011 8.0500000000000025 610.50000000000011 3.5000000000000004 547.50000000000011 594.50000000000011 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 570.50000000000011 9.3500000000000032 3.3500000000000001 4.5000000000000009 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 9 4 -4 -6 7 -3 -5 10 11 -2 18 -14 19 17 -17 -16 -11 20 -1 -21 right_child=2 6 3 8 5 -7 -8 -9 -10 12 -12 -13 13 -15 15 16 -18 -19 -20 21 -22 -23 leaf_value=0.004270043521622191 0.012340195421289868 -0.021570287549884756 -0.037111430825831959 0.032811912138558566 -0.0035839584781406728 0.032613445345944243 -0.027645044432938921 0.02079833634286888 0.0082381390299552468 0.0063743977232331595 -0.015023130300919937 -0.00094940536865776573 -0.020245975916259901 0.013298749371098029 -0.017290421315743973 -0.012175285119748308 0.010192010091545843 0.0055353942939133753 -0.0049287101642003896 -0.0026503560571578925 -0.0068411649901620923 -0.011743065428883696 leaf_weight=171.14258310198784 88.644642492756248 9.4774623848497885 6.5364306792616871 13.470302283763887 8.3383161108940822 7.2002083640545598 17.2610874325037 7.1188109032809725 15.478468611836432 46.310146677307785 22.127541437745094 111.33184440247715 35.409908670932055 8.0029541403055173 22.665333615615964 15.485646419227121 93.361623847857118 17.796188496053219 45.751457255333662 288.81823546811938 107.87114860862494 57.913112294860184 leaf_count=777 620 119 58 65 82 75 90 56 80 666 98 1135 271 36 246 94 624 97 854 1666 527 296 internal_value=-0.000750993 -0.00195798 0.00162521 0.0108572 -0.00198132 0.0138446 -0.0161221 -0.00296336 0.0205534 0.000267331 0.00287819 0.00494876 -0.00396614 -0.0137894 -0.00131281 0.00299968 0.00688244 -0.00723898 0.000710812 -0.00235294 -1.69605e-05 -0.00421286 internal_weight=1217.51 808.911 408.602 51.0237 22.075 15.5385 33.8574 16.5963 28.9488 357.578 222.104 199.976 135.474 43.4129 775.054 149.309 108.847 40.4615 92.0616 625.745 279.014 346.731 internal_count=8632 4592 4040 360 215 157 265 175 145 3680 1853 1755 1827 307 4327 1061 718 343 1520 3266 1304 1962 is_linear=0 shrinkage=0.05 Tree=277 num_leaves=24 num_cat=0 split_feature=0 5 2 0 2 0 2 0 0 2 2 0 0 0 6 4 2 6 0 2 0 2 2 split_gain=1.40955 4.44825 4.11849 2.45256 2.35284 1.63215 2.98611 1.84735 1.45056 1.38601 3.4272 2.82197 3.87579 2.56021 3.25435 2.01787 3.03319 2.50756 1.53755 1.3466 2.52954 1.494 0.748528 threshold=550.50000000000011 4.5000000000000009 3.9500000000000006 500.50000000000006 3.5500000000000003 528.50000000000011 5.2500000000000009 524.50000000000011 530.50000000000011 5.4500000000000011 6.0500000000000007 617.50000000000011 565.50000000000011 603.50000000000011 2.5000000000000004 2.5000000000000004 3.4500000000000006 1.5000000000000002 560.50000000000011 3.3500000000000001 639.50000000000011 3.2500000000000004 8.6500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 22 -5 7 -7 -4 -6 15 11 12 -11 18 -15 16 17 -2 -12 21 -21 -17 -1 right_child=9 2 5 4 8 6 -8 -9 -10 10 13 -13 -14 14 -16 19 -18 -19 -20 20 -22 -23 -24 leaf_value=0.0011070916501816647 -0.014083780527680615 0.026259591052602976 -0.0037724978682717489 -0.014608545025629026 0.0065521343275186565 0.013714872986147828 -0.018127863181868133 0.018244168930179171 0.017974922921372868 -0.0071953188463765088 -0.0075147135545671042 -0.0073751330369413743 0.020892666849403402 -0.019201475517728318 0.0096126649971539496 -0.0015594744175824807 0.023176258147277244 0.011200980865883696 0.0035230505628502449 -0.0074501485087168327 0.0065532256497535663 0.016030839171526243 -0.020492067306470935 leaf_weight=7.1406105104833824 18.688446968793869 10.177538281306623 83.912690958939493 7.1328375637531272 51.870483899489045 8.0015367511659843 40.388905188068748 9.7024700380861741 69.004009082913399 14.979398395866154 38.838034801185131 17.319138586521149 53.707417584955692 35.696634113788605 12.409633859992026 254.86215855926275 17.576170146465302 18.456722900271416 148.69100441783667 251.65866062045097 35.803047701716423 11.644783794879912 6.8806617395021021 leaf_count=152 88 95 1561 59 570 75 427 108 573 108 324 73 276 159 53 1180 83 84 880 1403 152 51 188 internal_value=-2.53581e-05 0.00298108 -0.00292718 0.00932292 0.0115181 -0.00522296 -0.0125902 -0.00126909 0.0132081 -0.000983674 0.00165872 0.0101476 0.0146801 -0.00144835 -0.0116223 -0.00238859 0.00666123 -0.00142491 0.00118283 -0.00330193 -0.00567204 -0.000715137 -0.00981799 internal_weight=1224.54 294.212 152.183 142.029 128.007 142.006 48.3904 93.6152 120.874 930.331 321.641 86.006 68.6868 235.635 48.1063 608.69 54.7213 37.1452 187.529 553.969 287.462 266.507 14.0213 internal_count=8722 3808 2266 1542 1202 2171 502 1669 1143 4914 1873 457 384 1416 212 3041 255 172 1204 2786 1555 1231 340 is_linear=0 shrinkage=0.05 Tree=278 num_leaves=15 num_cat=0 split_feature=2 3 2 4 6 2 2 2 6 4 2 3 5 2 split_gain=1.79245 2.05437 2.13162 1.25438 1.61728 1.66164 1.18259 1.02049 0.832062 1.18939 1.03069 0.953385 2.6411 1.26213 threshold=10.850000000000003 5.5000000000000009 11.550000000000002 2.5000000000000004 2.5000000000000004 3.4500000000000006 1.5500000000000003 4.7500000000000009 3.5000000000000004 3.5000000000000004 3.0500000000000003 6.5000000000000009 4.5000000000000009 1.7500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 6 -1 -7 11 -10 -11 13 -13 -5 right_child=1 2 -4 8 -6 7 -8 -9 9 10 -12 12 -14 -15 leaf_value=-0.0059066517280423796 0.033169254233317784 -0.018628573530962575 0.020939319555496952 -0.0047634890266882437 0.0080206579510405367 0.010135178015756093 -0.026909972878056826 -0.0085908868048772593 -0.020338133801566648 0.0092721839356050013 -0.006515078401323704 0.0033608317646382359 -0.016774395714038905 0.0014370307595764061 leaf_weight=13.082129374146463 7.6740545574575689 5.912097090855239 5.6907172808423638 88.915925480425358 14.110707707703112 10.67397726327181 16.690798155963421 18.066210199147463 10.167060382664202 13.272239312529562 35.658914428204298 36.479626399464905 27.609093631617725 912.89217374566942 leaf_count=64 107 101 159 412 66 51 76 98 49 60 203 336 486 6344 internal_value=2.42501e-06 0.0147483 0.000502789 -0.000242859 -0.0065674 -0.0102451 -0.0183355 -0.00136105 0.00016645 -0.00555121 -0.00203282 0.000493056 -0.00536095 0.000877513 internal_weight=1216.9 19.2769 11.6028 1197.62 72.6238 58.5131 29.7729 28.7402 1125 59.0982 48.9312 1065.9 64.0887 1001.81 internal_count=8612 367 260 8245 355 289 140 149 7890 312 263 7578 822 6756 is_linear=0 shrinkage=0.05 Tree=279 num_leaves=21 num_cat=0 split_feature=2 2 0 4 0 0 5 0 0 2 2 2 2 3 2 0 5 5 2 2 split_gain=2.0966 1.79578 2.24524 1.55914 1.85955 2.639 4.13793 2.00999 1.55151 2.03513 1.0331 1.04854 1.03272 2.48387 1.66052 0.955359 0.513958 0.438538 0.374914 0.256185 threshold=2.3500000000000001 10.15 554.50000000000011 5.5000000000000009 623.50000000000011 595.50000000000011 2.5000000000000004 586.50000000000011 509.50000000000006 10.850000000000003 2.5500000000000003 2.7500000000000004 1.4500000000000002 3.5000000000000004 1.0000000180025095e-35 640.50000000000011 4.5000000000000009 2.5000000000000004 2.6500000000000008 2.4500000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 10 8 4 5 7 -7 -1 9 -3 19 18 14 -14 -6 -13 -10 -5 -12 -2 right_child=1 2 -4 17 12 6 -8 -9 16 -11 11 15 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.008160872662094313 0.0047616772545462293 -0.028324527831126069 0.016351442950364045 -0.024785798186733526 -0.0046778037738324611 -0.0023110683135822668 -0.036656352550467904 0.019397702354436958 -0.013996963586964185 0.0057794642678496867 -0.0019521321966785455 0.00093999855616242476 -0.021262960877206159 0.0045041649954191123 0.01238285766586621 0.0074554043005209195 -0.039792796238897997 -0.0084530319158412776 -0.014215115638962309 0.016664078487523628 leaf_weight=16.683136146515611 10.943685829639435 5.4376678057015004 5.7343437857925883 10.33740556240082 22.766746096313 19.196463823318481 15.924951002001761 9.5171173959970456 6.2579002529382688 12.44261504197493 13.683532208204269 897.83334696851671 13.752763599157332 24.272012576460838 34.13804667443037 59.432321071624756 5.7188373319804668 10.926091805100439 13.237842909991741 11.966241106390953 leaf_count=99 52 147 32 47 116 84 73 43 66 307 65 6688 59 103 152 254 67 63 63 56 internal_value=7.26507e-05 0.000933084 -0.00993367 -0.00493028 -0.00310528 -0.00982619 -0.0186062 0.00201094 -0.0155103 -0.00527814 0.00133155 0.00107532 0.00124128 -0.00499319 0.00550789 0.00135709 -0.0288169 -0.0173746 -0.00845434 0.0116246 internal_weight=1220.2 1042.69 35.5914 177.515 156.251 61.3217 35.1214 26.2003 29.857 17.8803 1007.1 984.187 94.9296 38.0248 56.9048 957.266 11.9767 21.2635 26.9214 22.9099 internal_count=8636 7797 619 839 729 299 157 142 587 454 7178 7070 430 162 268 6942 133 110 128 108 is_linear=0 shrinkage=0.05 Tree=280 num_leaves=22 num_cat=0 split_feature=2 0 2 2 0 2 0 0 0 0 6 0 0 0 0 0 0 3 2 0 2 split_gain=0.653934 1.72902 1.16657 1.71261 2.14925 1.11164 3.33771 2.51765 2.08076 2.10702 2.00531 2.68778 1.78994 1.07253 0.955252 0.942876 0.872788 0.863092 1.22592 0.529013 0.515453 threshold=9.2500000000000018 577.50000000000011 9.3500000000000032 9.8500000000000032 551.50000000000011 7.2500000000000009 543.50000000000011 585.50000000000011 516.50000000000011 522.50000000000011 1.0000000180025095e-35 532.50000000000011 539.50000000000011 527.50000000000011 530.50000000000011 554.50000000000011 520.50000000000011 5.5000000000000009 5.7500000000000009 596.50000000000011 6.1500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 13 -5 8 10 15 17 16 11 -7 -12 -4 -11 -8 -10 20 -19 -9 -1 right_child=1 -3 3 4 -6 6 7 19 9 14 12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.0098607861527393974 0.019293400723313009 0.027484484016065458 -0.00010720892399610949 0.00028004442836313014 0.032405044773990581 0.020810104012031844 -0.006204291706189787 0.0096784765570131475 0.0050178156245497705 -0.009957466214771957 -0.0066564137296022431 -0.013836448168094782 0.020655430845036696 -0.024398941968292814 0.00068155129531934761 -0.020610448260378472 0.029866762652410134 -0.019516143727800819 0.0070511974808777078 -0.0035856400539325535 -0.031849403623685206 leaf_weight=7.9734593275934476 7.4497201181948176 6.4154794067144385 9.1698990054428595 36.893612688407302 5.1301243938505641 24.143153241835538 18.591041922569275 10.512320503592493 7.8602385111153108 20.558660900220275 42.184290684759617 6.2587279081344596 5.9298634603619567 8.9268321469426137 913.20264827273786 41.510403878986835 7.5038964971899986 6.2551835356280199 9.6121438629925233 20.235390022397041 6.0216595064848661 leaf_count=111 60 29 169 694 35 409 170 55 83 213 612 67 48 78 4966 315 63 92 196 93 102 internal_value=-1.48627e-05 0.00450484 0.00188111 -0.000475056 0.00498001 -0.000314073 -0.00404393 -0.0105328 0.000329559 0.000749216 0.00343935 0.0133048 -0.00283652 -0.0130019 0.000431561 -0.0164105 0.0185432 -0.0124386 -0.00366181 0.000953746 -0.0211483 internal_weight=1222.34 73.9857 67.5702 60.1205 42.0237 1148.35 169.365 90.8492 978.988 949.125 78.516 30.4019 48.1142 18.0967 933.761 60.1014 15.3641 29.8624 15.8673 30.7477 13.9951 internal_count=8660 1065 1036 976 729 7595 1769 633 5826 5325 1136 476 660 247 5179 485 146 501 288 148 213 is_linear=0 shrinkage=0.05 Tree=281 num_leaves=10 num_cat=0 split_feature=0 0 0 0 3 0 0 5 6 split_gain=1.42854 1.27556 1.26357 1.80146 3.92594 3.04986 1.13011 2.08769 0.899693 threshold=691.50000000000011 459.50000000000006 527.50000000000011 518.50000000000011 6.5000000000000009 513.50000000000011 531.50000000000011 4.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 -3 7 -4 -8 right_child=-2 2 6 4 -6 -7 8 -9 -10 leaf_value=-0.017328225030116402 -0.012922947904077242 0.0061137241314050024 -0.024900319781222591 0.007559104949613718 0.048845153476289482 -0.017487843062196428 0.0010496248070501607 0.0076757472191295376 0.012125166657783647 leaf_weight=7.9049553140066555 16.394468232989311 82.279929034411907 10.3159716129303 36.608750140294433 6.0857971198856822 15.335668073967097 1029.3036888949573 7.7268218267709008 17.787165321409702 leaf_count=321 88 1486 112 362 62 221 5854 100 90 internal_value=0.00127908 0.00148558 0.00162736 0.00607791 0.0145418 0.00221542 0.00103124 -0.0110166 0.00125393 internal_weight=1229.74 1213.35 1205.44 140.31 42.6945 97.6156 1065.13 18.0428 1047.09 internal_count=8696 8608 8287 2131 424 1707 6156 212 5944 is_linear=0 shrinkage=0.05 Tree=282 num_leaves=23 num_cat=0 split_feature=2 5 5 0 0 0 2 4 2 6 5 2 4 0 0 5 0 0 5 0 0 0 split_gain=1.11202 1.64863 1.64819 2.59443 1.9966 1.99028 1.79797 1.76481 1.15507 2.01082 1.43234 2.83599 2.27551 2.2075 2.08775 1.24806 3.70683 1.15179 1.15055 1.31669 1.15132 0.606967 threshold=8.5500000000000025 1.5000000000000002 3.5000000000000004 524.50000000000011 538.50000000000011 487.50000000000006 10.65 5.5000000000000009 7.7500000000000009 1.0000000180025095e-35 6.5000000000000009 6.7500000000000009 5.5000000000000009 509.50000000000006 528.50000000000011 5.5000000000000009 563.50000000000011 601.50000000000011 3.5000000000000004 564.50000000000011 546.50000000000011 493.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 -2 6 5 -5 -4 7 -3 10 15 13 17 -13 21 -15 16 -10 -12 20 -20 -11 -1 right_child=1 2 3 4 -6 -7 -8 -9 9 18 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.0044755682924634164 0.025528969555275206 -0.0023778656688425992 0.0087066183437835669 0.030461862970580678 0.0058662606977939909 -0.012022354481477487 0.017092048870768577 -0.028569797703159011 0.025661264484231651 0.01165278503130354 -0.003240349874992954 0.040170707200616169 0.0028008118556817623 0.0097850286782036645 -0.0017658756864778415 -0.012821137723033013 -0.021401541604468402 0.01963932529435633 -0.028275278183110094 -0.0019372850003202989 -0.013697981839631097 -0.025436017516348299 leaf_weight=6.4258984886109856 6.9760335236787787 17.511503149755303 20.665589557029307 13.120951462537048 22.981298584491014 23.685029110405594 5.1599041959270826 9.8320650504901987 11.857173660770064 6.314126409590247 41.667504022829235 8.349887886084618 8.0512687796726805 39.780622933059931 911.40043836459517 7.1827996885403982 5.2073131799697867 5.308758318424224 17.584679199382666 7.1467130407690993 10.31467232853174 11.156604699790476 leaf_count=169 50 144 512 127 169 372 66 125 152 72 424 87 111 383 4948 119 33 25 249 45 64 162 internal_value=-0.00104109 0.00349874 0.00188222 0.00574188 0.0155201 -0.00227424 -0.00740826 -0.0126479 -0.00154436 -0.00793988 -0.00112571 0.00608264 0.0233285 -0.00160822 -0.00126777 0.0032547 0.0106333 -0.000195052 -0.0145426 -0.0212297 -0.00367343 -0.0186977 internal_weight=1217.68 119.932 112.956 80.4529 36.1023 44.3506 32.5035 27.3436 1097.75 65.6075 1032.14 63.3774 16.4012 968.764 951.181 24.2473 17.0645 46.9763 41.3602 24.7314 16.6288 17.5825 internal_count=8608 1565 1515 1180 296 884 335 269 7043 734 6309 647 198 5662 5331 304 185 449 430 294 136 331 is_linear=0 shrinkage=0.05 Tree=283 num_leaves=22 num_cat=0 split_feature=1 0 5 0 0 2 2 2 3 4 2 2 2 4 5 2 3 4 0 4 0 split_gain=1.39639 2.96376 2.66042 1.80641 3.04473 1.72913 2.37526 1.07491 0.851633 2.74989 2.26507 1.98005 4.20479 1.20097 3.19082 3.70271 2.17111 3.03381 1.4594 0.783971 0.599656 threshold=4.5000000000000009 624.50000000000011 1.5000000000000002 601.50000000000011 572.50000000000011 6.3500000000000005 3.6500000000000008 7.6500000000000012 5.5000000000000009 3.5000000000000004 4.6500000000000012 3.0500000000000003 3.7500000000000004 5.5000000000000009 1.5000000000000002 5.2500000000000009 4.5000000000000009 3.5000000000000004 563.50000000000011 4.5000000000000009 607.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 -1 -7 13 10 -10 -11 -13 16 20 -16 17 -2 -18 -5 -15 right_child=8 -3 3 19 -6 7 -8 -9 9 11 -12 12 -14 14 15 -17 18 -19 -20 -21 -22 leaf_value=0.00092738141859148029 0.0017570578402791661 0.022777514830370518 0.00081834118438626384 -0.016145727897954178 0.011801205280929239 0.014971333213588426 -0.030332878000663206 -0.010633873013915877 -0.037332648014456252 0.013053362571409122 -0.0045177338323307411 -0.032979373598016025 -0.00099150245240737524 -0.021676098966378898 0.018670302165755027 -0.0012837755349329079 -0.0072682084692548381 -0.0077643489543153575 0.0046326946868489862 0 -0.0044153552230073115 leaf_weight=9.0425359234213847 133.5815417021513 15.363796696066855 282.38534558191895 16.760768920183185 80.782281294465065 7.3027368262410146 15.516619481146334 6.9893654137849808 10.149376757442953 17.275869905948639 11.297552725300191 10.710387628525494 87.532203110866249 9.6769225299358386 42.050359362736344 49.349429817870259 29.882261713966727 218.25798450782895 149.5140633136034 12.356108069419859 12.510489344596861 leaf_count=45 616 64 3481 78 461 50 102 56 55 85 71 63 693 58 226 371 253 1066 727 57 53 internal_value=-0.000348513 0.00187453 0.00106708 0.00232265 0.00330077 -0.0112252 -0.0190414 0.00224594 -0.00162531 -0.0051985 -0.0212409 -0.00202045 -0.00482637 -0.000851724 0.00377912 0.0079451 -0.00185651 -0.00414049 0.00259333 -0.00941571 -0.0127693 internal_weight=1228.29 446.5 431.136 392.285 363.168 38.8513 24.5592 14.2921 781.788 136.965 21.4469 115.518 98.2426 644.823 113.587 91.3998 531.236 351.84 179.396 29.1169 22.1874 internal_count=8731 4394 4330 4077 3942 253 147 106 4337 967 126 841 756 3370 708 597 2662 1682 980 135 111 is_linear=0 shrinkage=0.05 Tree=284 num_leaves=21 num_cat=0 split_feature=2 4 4 6 2 2 2 2 0 0 5 6 2 1 0 5 0 0 2 4 split_gain=0.874009 1.77106 1.69287 2.91983 2.27934 1.41806 2.32184 1.39399 3.20217 2.23962 1.94105 3.59042 1.39015 1.8424 2.18396 1.83968 1.48105 1.2943 1.06998 0.807038 threshold=6.3500000000000005 2.5000000000000004 6.5000000000000009 1.5000000000000002 4.5500000000000007 5.7500000000000009 3.8500000000000001 6.0500000000000007 592.50000000000011 567.50000000000011 4.5000000000000009 1.0000000180025095e-35 9.4500000000000011 3.5000000000000004 493.50000000000006 6.5000000000000009 561.50000000000011 632.50000000000011 1.3500000000000003 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 7 5 -5 6 -4 10 9 -9 18 -12 13 14 -3 16 -14 -15 -1 -17 right_child=1 12 3 4 -6 -7 -8 8 -10 -11 11 -13 15 17 -16 19 -18 -19 -20 -21 leaf_value=-0.0058886309926895709 -0.019078649338455465 0.015031741416396597 -0.0038869941308105095 0.022406810776875705 -0.011172604040913232 0.0016738127188981639 -0.037623568897882056 -0.0060832700830258987 0.0098716625724105545 -0.034494005472180782 -0.0076335027468587488 0.01055813764756601 -0.014736415361087744 0.0064939530440775786 -0.009223876176908178 0.01562807306837426 0.0093687050793187406 -0.013654577956884632 0.00018391073895290073 -0.0042907268424264306 leaf_weight=83.078083142638206 8.3557143472135049 10.681974103674291 8.8498973138630443 8.995751157402994 9.1319373305886966 5.6711056800559154 13.366761310026048 18.514199090190235 14.867282077670096 11.253760598599909 35.453846475109458 103.8579374961555 32.45954954624176 261.3222861289978 43.180279657244682 12.140560709405692 6.8768128156661978 7.1569045931100836 518.86163241416216 7.1907024448737493 leaf_count=388 48 270 59 48 75 67 129 189 70 67 287 661 563 2112 501 207 36 30 2694 152 internal_value=0.000409377 0.00236359 -0.000501012 -0.00971758 0.00552983 -0.0196502 -0.0251464 4.39483e-05 -0.00843109 -0.0177585 0.000571689 0.00587145 0.00289563 0.00419129 -0.00413605 -0.00409034 -0.0102706 0.00588962 -0.000654289 0.00812628 internal_weight=1221.27 389.365 831.902 46.0155 18.1277 27.8878 22.2167 785.887 44.6352 29.768 741.251 139.312 381.009 322.341 53.8623 58.6676 39.3364 268.479 601.94 19.3313 internal_count=8653 3919 4734 378 123 255 188 4356 326 256 4030 948 3871 2913 771 958 599 2142 3082 359 is_linear=0 shrinkage=0.05 Tree=285 num_leaves=16 num_cat=0 split_feature=2 2 4 2 5 2 6 5 6 3 2 2 6 4 2 split_gain=1.83617 1.61629 1.56379 2.48114 4.30932 4.235 1.25879 2.365 1.37271 0.894033 0.778066 0.727299 0.690032 1.47745 0.283129 threshold=0.65000000000000002 10.350000000000003 6.5000000000000009 7.4500000000000011 6.5000000000000009 3.7500000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 10.850000000000003 11.65 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 6 5 -5 -4 8 -8 -2 10 -3 -12 14 -14 -1 right_child=1 9 3 4 -6 -7 7 -9 -10 -11 11 -13 13 -15 -16 leaf_value=0.0012755277982856169 -0.0029267713715287035 -0.017275071415891314 0.022581389456834352 0.026728711765171182 -0.013817147468686132 -0.007147629659851453 -0.010274303090161668 0.0013371143051545413 0.0013959562241570599 -0.02686710559051126 0.0086475614718169256 -0.012715012757129773 -0.028173309370503458 -0.004708266133857858 -0.0086040747625523405 leaf_weight=13.558783158659937 262.38863335642964 8.7662748033180886 14.820242542773483 25.193512374535203 7.85996483080089 48.335158734582365 88.029177291318774 84.71014890819788 605.19894803222269 6.6283394116908303 9.7760249935090524 5.2882478465326122 11.577267140150072 16.807950556278229 12.556737199425696 leaf_count=69 2043 125 84 327 159 496 422 518 3795 169 120 133 57 77 59 internal_value=-0.000862286 -0.000434831 -0.000120828 0.00593889 0.0168176 0 -0.000691195 -0.00457645 8.09923e-05 -0.0116162 -0.00626172 0.000512391 -0.00975232 -0.015082 -0.00343246 internal_weight=1221.5 1166.99 1136.54 96.2089 33.0535 63.1554 1040.33 172.739 867.588 30.4589 23.8305 15.0643 54.5007 28.3852 26.1155 internal_count=8653 8391 7844 1066 486 580 6778 940 5838 547 378 253 262 134 128 is_linear=0 shrinkage=0.05 Tree=286 num_leaves=12 num_cat=0 split_feature=2 0 0 0 0 4 0 2 4 2 2 split_gain=1.21156 1.29195 1.04522 1.88317 1.66 1.92558 1.49929 1.36395 0.766306 0.536638 0.00731931 threshold=0.55000000000000016 646.50000000000011 670.50000000000011 687.50000000000011 652.50000000000011 3.5000000000000004 646.50000000000011 1.2500000000000002 3.5000000000000004 1.0000000180025095e-35 3.3500000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 4 -4 6 -6 7 -2 -3 -1 -7 right_child=2 8 3 -5 5 10 -8 -9 -10 -11 -12 leaf_value=-0.0075694883242678705 0.012156861332940942 -0.0065558942948582728 0.019932314227935032 -0.0049410222255918592 -0.021453518580845012 0.00023806395322718469 0.013401502848644838 -5.3363671134503424e-05 0.010484654920263499 -0.023474602033249622 -0.0012167704372126862 leaf_weight=14.590848818421366 22.35728695243597 14.650594256818296 16.916521668434147 12.202484875917433 17.957943335175514 13.723630055785181 20.9800124168396 1067.8032758422196 10.354150488972662 10.930395528674124 12.24742206931114 leaf_count=64 100 77 84 56 74 56 89 7957 52 51 50 internal_value=0 -0.0075037 0.000328249 0.00952501 8.40371e-05 -0.00933314 0.000468899 0.000203376 0.000439947 -0.0151982 -0.000282299 internal_weight=1234.71 50.526 1184.19 29.119 1155.07 43.929 1111.14 1090.16 25.0047 25.5212 25.9711 internal_count=8710 244 8466 140 8326 180 8146 8057 129 115 106 is_linear=0 shrinkage=0.05 Tree=287 num_leaves=22 num_cat=0 split_feature=0 3 5 5 2 1 0 2 5 4 0 0 4 2 0 5 2 2 2 3 1 split_gain=1.29696 1.69424 5.53645 2.7633 5.11059 3.05512 2.7444 2.25346 0.960543 1.90363 2.19593 2.96699 1.61349 0.980938 2.18776 1.39508 0.855393 0.79771 1.78124 1.59055 0.36876 threshold=638.50000000000011 4.5000000000000009 1.5000000000000002 1.5000000000000002 2.5500000000000003 6.5000000000000009 673.50000000000011 2.7500000000000004 6.5000000000000009 6.5000000000000009 576.50000000000011 569.50000000000011 7.5000000000000009 1.3500000000000003 610.50000000000011 2.5000000000000004 6.8500000000000005 8.2500000000000018 7.9500000000000011 6.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 3 -3 5 -5 7 -7 -2 13 10 11 -10 16 14 15 -1 -11 18 -15 -19 -16 right_child=1 2 -4 4 -6 6 -8 -9 9 12 -12 -13 -14 17 20 -17 -18 19 -20 -21 -22 leaf_value=-0.03055062141213756 -0.0036604208542639553 -0.013233283893615368 0.028162180337045779 0.0024801150870324786 -0.032270333526133579 -0.031230439694761431 0.0008283324385502613 0.016002584778827572 0.0082929532430606155 0 -0.0070742190184071357 0.043517549665130204 0.010489512171899714 3.1703752676741731e-07 -0.0035345197791262608 -0.0047685026603425358 -0.02542397996405777 -0.0017072075161341763 0.013916774660966483 -0.01978973254523568 0.0078674347839353016 leaf_weight=11.00693963468075 35.425661288201809 16.852339953184131 13.703533411025999 17.592840395867825 24.160671591758728 13.16878627240658 11.970289573073385 23.111795946955681 60.948683682829142 5.0658064410090473 18.174837335944176 5.8761054053902617 6.6731191202998152 789.67045146320015 12.279809892177584 11.047813206911085 9.7118818797171098 91.843019803520292 22.705497540533543 13.232551959343253 13.587665051221846 leaf_count=52 157 74 59 83 102 56 63 98 837 66 99 33 126 4982 52 55 199 990 204 257 56 internal_value=-0.00061087 -0.00485539 0.00547722 -0.00743547 -0.0177958 -0.00205766 -0.0163263 0.00415735 6.13767e-06 0.00449538 0.00787587 0.01206 -0.00843139 -0.00048785 -0.00738805 -0.0186196 -0.0174157 -0.000114329 0.000412054 -0.00419664 0.00233851 internal_weight=1227.81 155.986 30.5559 125.43 41.7535 83.6765 25.1391 58.5375 1071.82 106.45 84.9996 66.8248 21.4508 965.374 47.9222 22.0548 14.7777 917.452 812.376 105.076 25.8675 internal_count=8700 692 133 559 185 374 119 255 8008 1360 969 870 391 6648 215 107 265 6433 5186 1247 108 is_linear=0 shrinkage=0.05 Tree=288 num_leaves=17 num_cat=0 split_feature=0 4 0 2 2 1 0 4 0 0 2 0 2 0 2 2 split_gain=0.873342 1.68121 1.48381 1.38716 2.03718 1.50446 2.70034 1.2001 2.05488 2.04336 1.06998 0.898278 0.766579 1.91386 0.988812 0.552576 threshold=495.50000000000006 7.5000000000000009 482.50000000000006 9.2500000000000018 9.0500000000000025 3.5000000000000004 519.50000000000011 5.5000000000000009 538.50000000000011 561.50000000000011 9.7500000000000018 475.50000000000006 8.0500000000000025 548.50000000000011 7.6500000000000012 11.050000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 4 12 6 -5 9 -9 -7 11 -1 14 -14 -2 -12 right_child=3 -3 -4 5 -6 7 -8 8 -10 -11 15 -13 13 -15 -16 -17 leaf_value=-0.0061604803500189412 -0.0002884811798551162 0.01298618460789709 -0.027847243853772755 -0.0057928394914186143 -0.022956353452676721 -0.0014601740010305962 0.036814738190913902 0.0076052630592363156 -0.026868042016855522 0.0260860271453838 -0.027020900124738869 0.017209057795795457 0.0021126423266609566 -0.015374724020295461 0.0074860765487741038 -0.00287189695374865 leaf_weight=8.7966826539486664 1002.8107858430594 7.2366482801735392 9.6138233887031657 5.3214697614312163 9.0151109099388105 17.301614247262481 8.7719923406839353 8.5049544405192119 6.8854218013584605 9.6129155941307527 5.0866174129769188 5.9634620435535899 33.916217779740691 27.087071102112532 41.630468130111694 5.1659253388643265 leaf_count=242 5881 168 321 78 85 169 76 113 58 44 135 106 399 190 364 151 internal_value=-0.000367494 -0.00737917 -0.0120207 -0.000106447 -0.00050062 0.00746853 0.0210776 0.0024373 -0.0082108 0.00878128 -0.00490881 0.00345697 -0.000292388 -0.0056943 2.34871e-05 -0.0166339 internal_weight=1212.72 41.8632 34.6265 1170.86 1114.46 56.3984 14.0935 42.3049 15.3904 26.9145 25.0127 14.7601 1105.44 61.0033 1044.44 10.2525 internal_count=8580 1123 955 7457 6919 538 154 384 171 213 634 348 6834 589 6245 286 is_linear=0 shrinkage=0.05 Tree=289 num_leaves=8 num_cat=0 split_feature=2 0 0 2 1 0 5 split_gain=1.92763 1.54874 1.50343 1.70684 1.15464 1.15226 1.11155 threshold=11.050000000000002 705.50000000000011 466.50000000000006 8.5500000000000025 3.5000000000000004 485.50000000000006 4.5000000000000009 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 -5 -2 right_child=6 -3 3 5 -6 -7 -8 leaf_value=-0.019340785363600212 0.00066593331962751245 0.021902259832983523 -0.0052749668943496697 0.021996474305743252 0.00070745959246547893 0.0049717685914557868 -0.025616516198806262 leaf_weight=8.3242998411878926 5.6964888577349475 7.6442136317491522 86.566746426746249 10.729553705081342 1010.9020246285945 87.140404761768878 9.991331070661543 leaf_count=282 99 48 891 188 6059 864 227 internal_value=0.000559513 0.000795326 0.000639059 0.000798428 0.00022665 0.00709237 -0.0163053 internal_weight=1227 1211.31 1203.66 1195.34 1097.47 97.87 15.6878 internal_count=8658 8332 8284 8002 6950 1052 326 is_linear=0 shrinkage=0.05 Tree=290 num_leaves=24 num_cat=0 split_feature=0 4 6 0 0 6 4 0 1 0 6 3 0 0 0 0 0 0 5 0 0 0 6 split_gain=1.1594 1.74197 3.49584 1.57902 1.32909 5.36565 2.0538 1.5388 1.27142 2.20383 1.94261 1.08 1.26097 3.40114 2.36186 1.16523 4.86944 1.06165 1.01698 0.938079 3.25079 1.81273 0.907534 threshold=562.50000000000011 4.5000000000000009 3.5000000000000004 592.50000000000011 556.50000000000011 1.5000000000000002 3.5000000000000004 558.50000000000011 5.5000000000000009 542.50000000000011 3.5000000000000004 5.5000000000000009 583.50000000000011 586.50000000000011 567.50000000000011 608.50000000000011 594.50000000000011 542.50000000000011 3.5000000000000004 576.50000000000011 574.50000000000011 592.50000000000011 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 11 19 -4 6 7 17 -6 10 -10 -8 12 14 -14 -2 16 -13 -1 -7 20 -3 -21 -9 right_child=1 2 3 -5 5 18 8 22 9 -11 -12 15 13 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 leaf_value=-0.025000972917354182 0.011704024173311702 -0.0032065941672001657 0.02945968460154251 0.0032833352348120362 0.03558307793521559 -0.025563623088679561 0.0045333902846278282 0.023020432726792908 -0.03208024252086631 0.0062001718765743374 -0.020227494240421084 0.013324727347012828 0.027178169533704839 0.0013412040172171955 -0.0096237838360042089 0.018799499616384375 -0.023447361974052009 -0.00073305981237859787 0 -0.011419898150777846 0.025865241620855794 -0.0024088126353794962 0.0011286615776932277 leaf_weight=8.939630673266949 15.642680466175078 67.282919306308031 10.244940377771856 13.415980249643324 13.010948270559309 6.840286396443843 297.26410679938272 8.825407050549984 5.8238263586536032 7.4166362732648849 7.0965062715113154 32.758779212832451 12.274147033691404 342.36883491277695 56.877862691879272 17.424811109900475 11.24562133848667 9.1666983217000944 8.2544863764196617 83.232238933444023 10.179254397749899 173.64377243071795 10.335915260016918 leaf_count=110 88 430 55 58 96 54 3696 74 74 60 67 187 61 1531 327 77 59 69 66 486 62 802 76 internal_value=0.00109198 5.23234e-05 -0.00258721 0.0155552 0.00337108 0.011161 0.00222952 0.0225349 0.00319098 -0.0113568 0.00387534 0.00199789 0.00108388 0.00232338 -0.00485875 0.00815446 0.00350408 -0.0136579 -0.0126638 -0.0039286 0.000830955 -0.00538091 0.0121014 internal_weight=1229.57 846.592 357.999 23.6609 382.974 47.267 335.707 32.1723 317.601 13.2405 304.361 488.593 427.164 354.643 72.5205 61.4292 44.0044 18.1063 15.0948 334.338 77.4622 256.876 19.1613 internal_count=8665 4223 1893 113 4442 366 4076 246 3897 134 3763 2330 2007 1592 415 323 246 179 120 1780 492 1288 150 is_linear=0 shrinkage=0.05 Tree=291 num_leaves=17 num_cat=0 split_feature=2 2 4 0 6 2 3 2 2 2 6 6 1 0 0 0 split_gain=1.75011 2.12265 1.60914 4.26615 4.32966 2.46277 2.4571 1.86763 1.68814 2.41205 1.49215 1.13919 1.05757 1.12485 2.05226 1.04093 threshold=8.5500000000000025 11.450000000000001 5.5000000000000009 606.50000000000011 2.5000000000000004 3.9500000000000006 5.5000000000000009 3.9500000000000006 0.35000000000000003 0.65000000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 577.50000000000011 562.50000000000011 655.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 8 4 5 -4 -6 -5 10 -10 -1 -11 -2 14 -14 -12 right_child=1 -3 3 7 6 -7 -8 -9 9 11 15 -13 13 -15 -16 -17 leaf_value=0.021757869305180751 0.025837120357522184 -0.015355126660022157 0.0087436355675658689 -0.027698123354575763 0.0065834969955278454 -0.0062330045298267384 0.039608086766786434 -0.0057519542045992656 -0.021843628972552029 0.0039211362867223659 0.012630195311582321 -0.00050123704753868921 0.0071382259427652389 0.019357401884591986 -0.015115370099521861 -0.0077156080654964144 leaf_weight=16.454803466796875 7.0271422732621422 9.6051914636045677 32.148438021540642 22.727866478264332 18.38551972433925 155.24678765982389 7.828679719939827 18.632563456892967 11.189586639404295 190.83785818982869 11.093466550111772 598.75868993718177 79.621297898236662 13.944426737725733 10.822876490652559 11.922078050673006 leaf_count=82 137 242 202 99 120 1584 61 84 51 1299 49 3324 1066 72 69 61 internal_value=0.000305527 0.0059877 -0.000322674 -0.00379686 -0.000893425 -0.00360439 0.0177228 -0.0182988 0.000728858 0.000218682 0.0106948 0.000564891 0.00799238 0.00650992 0.00428443 0.00200042 internal_weight=1216.25 121.021 1095.23 254.97 213.609 187.395 26.2142 41.3604 840.256 800.786 39.4703 789.597 111.416 104.389 90.4442 23.0155 internal_count=8602 1586 7016 2150 1967 1786 181 183 4866 4674 192 4623 1344 1207 1135 110 is_linear=0 shrinkage=0.05 Tree=292 num_leaves=17 num_cat=0 split_feature=2 2 0 2 0 2 0 0 5 6 0 0 0 0 5 0 split_gain=1.30559 1.51031 1.99937 3.44138 6.80385 2.00444 1.68203 1.48905 2.0766 1.46911 1.20817 1.18556 2.87537 1.20936 1.12365 0.510736 threshold=10.350000000000003 4.9500000000000011 597.50000000000011 4.5500000000000007 612.50000000000011 4.6500000000000012 610.50000000000011 475.50000000000006 3.5000000000000004 4.5000000000000009 576.50000000000011 475.50000000000006 513.50000000000011 462.50000000000006 3.5000000000000004 505.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 6 -5 10 -4 -2 -9 11 -1 13 -13 -3 -7 -10 right_child=7 9 3 4 -6 14 -8 8 15 -11 -12 12 -14 -15 -16 -17 leaf_value=0.0006055581060700403 0.0071239474171849396 0.0056490917681394888 -0.0077506279755473629 0.047594653897531064 -0.0016499954877480308 -0.0055806112369339196 0.0011907667040772128 0.0071595543571140955 -0.037880900855978693 -0.019090383907910541 -0.0071856699813399628 0.013591312964638764 0.0016102870453485645 -0.02368969247164774 -0.024652013965526572 -0.015274144873634529 leaf_weight=103.81060026586056 8.1080522583797592 5.0059054084122163 64.226010791957378 10.367852896451952 17.666525974869728 15.82971736975014 268.9569106772542 5.8128700843080905 5.9688469502143553 7.012432061135768 92.46689860522747 54.563626701943576 532.40769708901644 7.6119756028056145 17.697290731593966 9.6844877172261459 leaf_count=739 232 186 313 51 75 107 1165 68 143 42 484 944 3711 148 148 108 internal_value=0.00010643 0.000370623 -0.00142197 0.000886657 0.0174018 -0.00506056 -0.000535895 -0.0100908 -0.0168433 0.00212487 -0.00305739 0.00241269 0.00275374 -0.0121228 -0.0162147 -0.0259517 internal_weight=1227.2 1197.62 591.022 361.217 28.0344 229.805 333.183 29.5743 21.4662 606.602 196.277 599.589 586.971 12.6179 33.527 15.6533 internal_count=8664 8113 3082 1604 126 1478 1478 551 319 5031 1223 4989 4655 334 255 251 is_linear=0 shrinkage=0.05 Tree=293 num_leaves=18 num_cat=0 split_feature=0 0 5 2 0 2 0 0 2 2 2 2 2 4 4 6 0 split_gain=1.66157 4.3541 1.9062 3.85362 2.27153 2.23496 3.04241 2.63643 1.69704 1.52707 1.32922 1.22481 1.57954 1.15969 1.11924 0.907877 0.146082 threshold=615.50000000000011 614.50000000000011 2.5000000000000004 6.1500000000000012 650.50000000000011 3.1500000000000008 630.50000000000011 631.50000000000011 5.1500000000000012 2.0500000000000003 3.2500000000000004 0.15000000000000005 2.6500000000000008 4.5000000000000009 2.5000000000000004 1.5000000000000002 623.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 5 4 10 6 16 8 -7 -8 -4 -1 13 -13 -14 -9 -2 right_child=2 -3 3 -5 -6 7 9 15 -10 -11 -12 12 14 -15 -16 -17 -18 leaf_value=0.017430488990711448 0.012798038553194696 -0.033238139344005532 0.00014557056405147047 0.034283184736141337 -0.014465669129172654 -0.005703772136955978 -0.0035554247499554529 -0.0042484677776894733 -0.02597214292283824 0.0093177215099118464 0.014923042549284836 -0.0021505070232115215 -0.011431167209590289 -0.015372084129078686 -0.00033171083969154674 0.0079257933814569689 0.024360022478631827 leaf_weight=7.8053667098283759 12.307727620005609 9.6759165376424772 28.191440805792809 11.94706407189369 12.0334305614233 27.174317002296448 67.379554256796837 29.348762914538383 17.419894993305206 33.646409302949905 33.985337808728218 36.285913899540901 22.441195577383041 31.892685543745756 792.61977914115414 29.503508672118187 13.56886640191078 leaf_count=37 50 46 117 51 52 114 309 126 77 144 144 182 129 180 6731 124 55 internal_value=-0.000380128 -0.00147872 0.00272533 0.00902583 0.00449141 0.000318319 0.00476861 -0.00508658 -0.0141269 0.000732237 0.00841032 -0.00109136 -0.00128022 -0.0085404 -0.000657074 0.00180158 0.0197276 internal_weight=1217.23 900.721 316.506 86.1573 74.2102 230.349 126.903 103.446 44.5942 101.026 62.1768 891.045 883.24 68.1786 815.061 58.8523 25.8766 internal_count=8668 7305 1363 364 313 999 558 441 191 453 261 7259 7222 362 6860 250 105 is_linear=0 shrinkage=0.05 Tree=294 num_leaves=16 num_cat=0 split_feature=2 1 6 0 0 0 1 0 2 2 0 0 0 2 0 split_gain=0.966704 2.90421 2.36005 1.80803 1.06381 1.19642 0.826202 2.23349 2.11924 2.03311 1.63681 1.62194 0.93538 0.84269 0.300945 threshold=1.4500000000000002 6.5000000000000009 1.5000000000000002 650.50000000000011 604.50000000000011 633.50000000000011 6.5000000000000009 652.50000000000011 2.3500000000000001 3.9500000000000006 655.50000000000011 648.50000000000011 610.50000000000011 2.3500000000000001 612.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 14 -1 -6 7 11 -9 -10 12 13 -8 -2 -4 right_child=6 -3 3 -5 5 -7 10 8 9 -11 -12 -13 -14 -15 -16 leaf_value=0.021003776651142239 -0.0059375553601173628 -0.02167336259743663 -0.008407923974753399 0.0054408936899423103 -0.0074351891339949532 0.011874955810592799 0.010083808894380602 0.0051015439054301285 -0.02982832776472448 -0.0036778736098846405 0.020285832278001042 0.020563538620804789 -0.0052761870625636521 0.0005801255688336485 -0.021534619402443216 leaf_weight=10.321452327072619 51.254702281206846 19.458681337535381 11.022899553179743 13.066459640860556 14.164143055677416 15.794696368277071 15.429101653397082 13.415023207664488 16.064976990222934 14.596902087330816 14.095430061221121 8.9217565059661847 23.789010256528854 951.93168684560806 14.899270877242087 leaf_count=49 254 96 55 58 61 77 76 57 68 63 65 38 99 7389 62 internal_value=-0.000153841 -0.00487193 -0.000466644 -0.00917606 0.00786044 0.0026386 0.000265499 -3.9031e-05 -0.0109334 -0.0180464 0.0062802 0.000440803 0.000742861 0.000236564 -0.0166581 internal_weight=1208.23 98.7276 79.2689 38.9886 40.2803 29.9588 1109.5 1056.19 44.0769 30.6619 53.3135 1012.11 39.2181 1003.19 25.9222 internal_count=8567 458 362 175 187 138 8109 7869 188 131 240 7681 175 7643 117 is_linear=0 shrinkage=0.05 Tree=295 num_leaves=25 num_cat=0 split_feature=2 1 0 0 4 2 6 1 0 0 4 0 2 5 6 6 1 2 5 2 4 2 0 0 split_gain=1.35175 3.27803 3.99415 4.61102 2.8433 2.54833 2.11498 2.05419 1.38536 1.11205 0.880773 2.25606 2.05633 2.48182 2.01473 1.56706 3.33622 1.30433 1.16336 1.01971 2.35402 1.64986 0.877207 0.573815 threshold=7.7500000000000009 4.5000000000000009 548.50000000000011 524.50000000000011 4.5000000000000009 8.7500000000000018 1.0000000180025095e-35 5.5000000000000009 551.50000000000011 542.50000000000011 5.5000000000000009 497.50000000000006 7.1500000000000012 4.5000000000000009 1.5000000000000002 1.5000000000000002 3.5000000000000004 5.2500000000000009 5.5000000000000009 5.0500000000000007 4.5000000000000009 3.3500000000000001 571.50000000000011 577.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 5 -5 -2 -4 8 9 -3 12 -12 19 14 -14 17 -17 -13 -15 21 -21 -1 -10 -8 right_child=1 7 6 4 -6 -7 23 -9 22 -11 11 15 13 18 -16 16 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=0.0023435524880940392 -0.028910842572057428 0.0067150208798113127 -0.003197869059591546 0.035270999344568864 0.0016772642975807451 -0.0054071496864841438 -0.044161329533398047 -0.011507142086112216 0.026950848935895156 -0.014313533501532661 0.020528723982853478 -0.0011058041335921711 0.0123434182260972 0.044047642052852741 -0.013582545175100028 0.029991494331022352 -0.0010300359221496974 -0.010840865866347617 0.012488005934841494 -0.00058953047916021314 0.0090402002513764786 -0.0033463122711521187 0.0081648004818187844 -0.018634670328319045 leaf_weight=272.98453666456044 15.625391552224754 21.582958691753451 7.5880709439516094 7.9807743802666691 22.640430955216289 42.322091015055776 10.262783575803043 14.911610037088392 11.185729049146177 7.6803095713257781 9.73720660433173 68.189964426681399 21.078363802284006 6.1321151778101903 10.265626065433024 8.6918998863548023 79.343117825686932 71.701894145458937 7.900141385383904 145.32354228384793 110.3002966819331 236.83165662549436 17.727375887334347 6.7616022527217856 leaf_count=1283 332 250 61 66 231 894 96 100 81 59 221 443 143 49 67 69 490 644 85 859 757 1305 97 40 internal_value=0.000131328 -0.00377716 -0.00909055 -0.00394659 0.0114294 -0.0122126 -0.0265292 0.00439509 0.00868117 0.000740143 0.000833398 -0.00182819 0.001621 0.0118553 0.00354027 -0.00289063 0.00227908 -0.00617255 0.028625 0.000993102 0.0035652 -0.000291224 0.0162578 -0.0358966 internal_weight=1234.75 186.269 113.181 88.5687 30.6212 57.9475 24.6125 73.088 58.1764 29.2633 1048.48 237.664 810.816 45.3762 31.344 227.927 88.035 139.892 14.0323 765.44 255.624 509.816 28.9131 17.0244 internal_count=8722 2307 1720 1523 297 1226 197 587 487 309 6415 1867 4548 344 210 1646 559 1087 134 4204 1616 2588 178 136 is_linear=0 shrinkage=0.05 Tree=296 num_leaves=21 num_cat=0 split_feature=0 0 2 0 0 1 0 1 2 4 3 1 4 0 1 2 2 1 3 2 split_gain=1.90797 1.74687 2.02096 2.11562 2.62248 2.56397 2.0875 3.13526 2.41746 1.38492 2.57083 1.29242 0.832762 1.91451 2.23294 1.4689 3.84447 1.11983 0.783912 0.597536 threshold=538.50000000000011 699.50000000000011 2.3500000000000001 610.50000000000011 603.50000000000011 5.5000000000000009 651.50000000000011 5.5000000000000009 2.5500000000000003 4.5000000000000009 4.5000000000000009 4.5000000000000009 5.5000000000000009 507.50000000000006 3.5000000000000004 5.2500000000000009 6.2500000000000009 3.5000000000000004 5.5000000000000009 8.1500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 -2 -5 8 -8 -4 10 -1 19 13 17 -15 18 -17 -11 -14 -12 right_child=1 -3 6 5 -6 -7 7 -9 -10 12 11 -13 15 14 -16 16 -18 -19 -20 -21 leaf_value=0.0091997047215235297 -0.0064002337478149141 0.021555900279943866 0.019327379292062311 0.0084424262904100097 -0.03518760178686034 -0.0063248215623145565 -0.028162741671693626 0.00026888163008843136 0.0021130844424985308 0.0015332622113045618 -0.036692057009136435 -0.0030638669021978691 -5.0291757645592311e-05 -0.013554735472740524 0.013511419466227154 -0.030830114939593853 -0.0028120860177763387 -0.024340035113126116 0.021913972433514405 -0.012569627160190611 leaf_weight=8.3821708299219591 38.536104962229729 9.4452377110719663 20.064311310648918 47.900176845490932 9.4324887394905073 72.572912640869617 12.963626489043234 30.560373306274414 770.03022679872811 7.1432521231472474 10.274341567419475 7.5294651463627806 8.634003281593321 8.6301117911934835 34.983109500259161 13.494532024487851 84.474161406978965 7.7580029140226543 5.9845827482640734 6.2526356931775799 leaf_count=72 206 56 94 206 47 315 55 133 4468 173 148 85 87 109 350 184 1466 167 67 111 internal_value=0.000295856 0.00118925 0.000970996 -0.00399922 -0.012766 -0.000391028 0.00198486 -0.00852951 0.00258044 -0.00410359 -0.0134474 -0.0215903 -0.00223524 0.00251981 0.00785976 -0.004751 -0.00699442 -0.0123062 0.00944871 -0.029089 internal_weight=1215.05 1011.51 1002.06 168.442 47.9686 120.473 833.619 43.524 790.095 203.54 32.4386 24.0564 171.102 58.5145 43.6132 112.587 97.9687 14.9013 14.6186 16.527 internal_count=8599 5580 5524 774 253 521 4750 188 4562 3019 416 344 2603 799 459 1804 1650 340 154 259 is_linear=0 shrinkage=0.05 Tree=297 num_leaves=10 num_cat=0 split_feature=0 0 2 0 0 2 1 2 2 split_gain=1.00699 0.986009 1.89034 0.932525 2.56917 2.06839 4.67329 1.83586 1.35187 threshold=699.50000000000011 675.50000000000011 1.8500000000000003 531.50000000000011 528.50000000000011 9.8500000000000032 4.5000000000000009 4.3500000000000005 7.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 7 8 -7 -1 -5 right_child=-2 2 -4 5 -6 6 -8 -9 -10 leaf_value=-0.024792707226308431 0.014771418844970153 0.0030613326333247693 -0.024118724509629472 0.00067924147531477118 -0.02486464356322652 0.042789207028992783 -0.0084032492182674664 -0.00054323088042733132 -0.0049990903825609442 leaf_weight=7.2758328476920715 9.9197151288390142 12.14879407733679 11.472526133060454 888.8749219244346 12.263695523142813 7.9048037715256241 8.1204018183052522 148.58494698489085 117.80925424396992 leaf_count=90 58 62 54 4819 146 61 55 2446 879 internal_value=-0.000331013 -0.000470536 -0.01038 -0.000261233 -0.00370281 0.000302713 0.017585 -0.00185795 5.4598e-06 internal_weight=1224.37 1214.46 23.6213 1190.83 168.124 1022.71 16.0252 155.861 1006.68 internal_count=8670 8612 116 8496 2682 5814 116 2536 5698 is_linear=0 shrinkage=0.05 Tree=298 num_leaves=25 num_cat=0 split_feature=0 0 0 1 0 2 2 6 2 2 0 2 0 4 2 2 2 0 2 2 1 0 3 6 split_gain=2.20273 1.73653 1.37428 2.20047 1.15046 4.22655 2.84988 1.74113 2.8617 0.958909 0.953334 3.19331 2.68906 0.930666 2.5526 1.56008 1.97448 2.4595 1.75398 1.54671 0.896263 0.817404 0.726435 0.354035 threshold=525.50000000000011 576.50000000000011 581.50000000000011 4.5000000000000009 573.50000000000011 6.1500000000000012 4.5500000000000007 1.0000000180025095e-35 3.1500000000000008 9.2500000000000018 614.50000000000011 5.8500000000000005 607.50000000000011 4.5000000000000009 6.7500000000000009 8.7500000000000018 11.250000000000002 468.50000000000006 7.6500000000000012 7.2500000000000009 3.5000000000000004 578.50000000000011 4.5000000000000009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 4 3 22 7 6 -6 8 -2 -9 12 -12 -4 14 -1 18 17 -17 19 -15 -20 -5 -3 -16 right_child=1 2 10 21 5 -7 -8 9 -10 -11 11 -13 -14 15 23 16 -18 -19 20 -21 -22 -23 -24 -25 leaf_value=0.0086778619744871423 0.02315480552116226 0.014822801885506998 -0.00016797446677064659 -0.005870365986278654 0.0041910278836814006 -0.0098290313133689647 0.040962093591550543 0.004080907084657367 -0.005044743609578105 0.015364955174460897 -6.0783987023449386e-05 -0.015960677058117625 0.011467800497073292 -0.0075188651318364502 -0.014369624185791133 -0.019888267941823887 -0.01660444626933253 0.01411521550654834 -0.034051834979364336 0.01334474191772559 -0.010686607281660675 -0.024635330267369242 -0.0041114005125545364 -0.038807502833207656 leaf_weight=5.9096371848136213 8.8591460064053518 8.0447428524494189 259.638337880373 11.238585256040098 9.9268785119056719 12.742056734859942 11.836945518851278 228.9769133431837 98.841182532720268 20.216873310506344 291.87113588303328 34.499944090843201 60.156221382319927 45.332456552423537 5.3701645852997881 5.370040211826562 8.8361021555028838 30.793514459393919 7.3910315148532417 9.9101716196164471 12.765761455520986 16.081316225230694 10.166884571313856 5.8368871356360614 leaf_count=76 59 51 1315 68 57 76 69 1712 873 161 1264 151 272 620 96 170 240 497 185 149 204 104 65 102 internal_value=0.000237861 0.00100021 -0.000500002 -0.00880031 0.00365871 0.0122952 0.0253307 0.0027777 -0.00248745 0.00507411 8.98406e-05 -0.00180042 0.00203416 -0.00569431 -0.0163881 -0.00401035 0.00323394 0.0085321 -0.00838506 -0.00351644 -0.020695 -0.0175724 0.00432847 -0.0296435 internal_weight=1220.61 1083.1 691.697 45.5315 391.4 34.5059 21.7638 356.894 107.7 249.194 646.166 326.371 319.795 137.516 17.1167 120.399 44.9997 36.1636 75.3994 55.2426 20.1568 27.3199 18.2116 11.2071 internal_count=8636 6297 3290 288 3007 202 126 2805 932 1873 3002 1415 1587 2339 274 2065 907 667 1158 769 389 172 116 198 is_linear=0 shrinkage=0.05 Tree=299 num_leaves=14 num_cat=0 split_feature=0 2 6 0 0 0 0 0 1 0 2 0 2 split_gain=1.98327 1.05117 2.5477 2.4469 2.45795 2.15913 1.08576 2.2945 2.21665 2.0993 1.96589 1.60506 1.0328 threshold=455.50000000000006 5.0500000000000007 4.5000000000000009 572.50000000000011 568.50000000000011 590.50000000000011 554.50000000000011 540.50000000000011 4.5000000000000009 582.50000000000011 4.6500000000000012 518.50000000000011 4.8500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 4 -3 -5 7 11 -9 10 -8 -2 -11 right_child=1 2 -4 5 -6 -7 9 8 -10 12 -12 -13 -14 leaf_value=-0.027040241238617809 -0.017183741750557514 0.0010908911687767249 -0.027260040628570653 0.012555344853751602 -0.015358862696949896 0.002724138480837566 0.0095528640906337031 -0.0038989341002218744 -0.035484951656665348 -0.001023095566672559 -0.0078389236056009247 0.0084984068668033617 -0.012945051185200255 leaf_weight=5.4386366023682049 7.2396457688882974 336.38780652265996 6.2115135043859473 90.647375926375389 23.347141787409782 149.4247909039259 85.272385511547327 12.460925141349437 10.126626789569853 426.96977455914021 18.901813700795174 21.947218872606754 18.107810735702515 leaf_count=266 111 3754 38 527 148 693 503 97 84 1947 131 191 90 internal_value=0.000616335 0.000767368 0.00223711 0.00259576 -2.47004e-06 0.00649367 -0.000707528 -0.00755829 -0.0191758 -4.01016e-05 0.00630515 0.00160424 -0.00154728 internal_weight=1212.48 1207.04 606.019 599.807 359.735 240.072 601.026 51.7744 22.5876 549.252 104.174 29.1869 445.078 internal_count=8580 8314 5160 5122 3902 1220 3154 483 181 2671 634 302 2037 is_linear=0 shrinkage=0.05 end of trees feature_importances: risk_score_v2=1679 avg_tnr=1482 query_cnt_3m=555 bank_997_cnt_3m=403 repay_amt_6m_grade=387 income_grade=336 cust_seg2=305 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 300] [learning_rate: 0.05] [num_leaves: 31] [num_threads: 2] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 5] [min_data_in_leaf: 50] [min_sum_hessian_in_leaf: 5] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 1] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0.1] [lambda_l2: 1] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]