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 cust_seg2 avg_tnr income_grade repay_amt_6m_grade query_cnt_3m bank_997_cnt_3m feature_infos=[358:773] [1:8] [0:16.199999999999999] [1:10] [1:10] [0:20] [0:7] tree_sizes=2782 2773 2772 2865 2879 3082 3184 3084 3294 2764 2768 3181 2999 2996 2670 2978 2644 2967 2566 2991 2882 2893 3088 2782 2545 2892 2991 2558 2668 2559 2465 2872 2800 2360 2792 2890 2887 2233 2640 2216 2567 3209 2469 2570 2241 2564 2688 2584 2462 3324 2561 2110 1604 2658 3084 1625 2796 2370 2693 2565 2463 1823 2057 1200 1858 2359 1627 2034 2054 2439 1703 2578 2020 2684 1952 2060 1513 1844 1712 2883 2479 2257 2474 2365 1209 1426 1841 1937 781 2541 2054 1311 1720 1507 1404 1304 1609 2894 1504 1304 2893 2591 2370 1316 1079 1095 2783 1833 1288 1515 2259 1843 1516 1850 1509 2672 1498 2251 1516 2366 2476 1945 883 1835 1642 1831 2047 2779 1736 2020 2836 2264 1321 1417 1407 1001 2147 1927 1835 2681 1735 2443 1522 2472 2047 2267 2478 1298 2583 994 1838 2240 2342 1824 2665 2022 1599 1312 1842 2666 2040 2304 1097 2044 1426 1814 1407 2166 2238 1511 1831 2027 2050 2442 2457 1418 1737 2053 2357 1312 1629 2469 2248 1207 1408 2363 2485 2790 2368 1841 1094 1294 2366 2023 1636 1101 997 1732 2690 2259 989 1941 1311 1310 2769 2637 2376 2055 1626 2061 2477 2771 2039 1948 1623 1846 1391 1309 1310 1840 2267 2563 1952 2449 2050 2140 2157 1840 2066 1206 2475 2692 1842 2059 2035 2154 1938 1620 2148 1312 1635 2339 2597 1294 2362 1944 1738 2059 1833 2681 1196 2260 1962 2047 2486 2469 1848 1848 2698 1299 1635 1404 1607 1206 1837 2262 889 2252 2366 1295 1195 1199 2673 2665 1843 1526 2770 2147 1621 2311 2161 1414 2636 1937 1609 1963 1409 2451 1508 1085 2455 2155 1845 1834 2045 2353 1405 1210 2563 1734 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 4 1 3 0 1 3 2 5 4 3 1 3 0 3 0 2 split_gain=858.394 144.068 100.52 43.1482 31.2523 14.8784 12.0114 9.63963 5.67877 6.13097 4.83052 4.02762 3.71234 3.58648 3.0117 5.73918 3.25818 2.53752 1.34289 1.21283 1.20974 1.12826 0.280032 0.196311 threshold=588.50000000000011 643.50000000000011 525.50000000000011 610.50000000000011 564.50000000000011 661.50000000000011 3.6500000000000008 3.1500000000000008 3.5000000000000004 5.5000000000000009 5.5000000000000009 517.50000000000011 5.5000000000000009 4.5000000000000009 4.6500000000000012 4.5000000000000009 5.5000000000000009 4.5000000000000009 4.5000000000000009 6.5000000000000009 509.50000000000006 4.5000000000000009 462.50000000000006 5.4500000000000011 decision_type=2 2 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 8 14 -3 21 18 9 -2 -10 19 -9 -8 16 -16 -4 -13 -6 22 -21 -5 -1 -19 right_child=1 5 4 6 7 -7 13 12 10 -11 -12 17 -14 -15 15 -17 -18 23 -20 20 -22 -23 -24 -25 leaf_value=-0.054487453377654038 -0.0096378892956163597 0.08525934412226506 -0.020242230384718195 0.079544574363191622 0.040158348230407578 0.12849248498829588 0.052305320793995948 -0.0062094420699098547 0.032269600497167261 0.032362290743188575 0.0069378422974495056 -0.0096780175088036786 0.010542669500990592 0.028612507849466742 -0.017963169711289081 -0.032107847259124855 0.0019427611398060475 -0.024603584666937212 0.016651657883774023 -0.056780315447823429 -0.031512953443955216 0.058655725805638728 -0.043512993931557463 -0.040100104439783762 leaf_weight=29.394070580601692 23.196824803948402 51.718633741140366 45.063007429242134 54.130066931247711 11.54317355155945 53.0107262134552 60.891872584819794 167.70824818313122 116.84729346632957 12.523077487945555 23.781492099165916 11.408568993210791 40.020462080836296 29.305373281240463 171.01157781481743 134.72693081200123 24.970550358295441 10.981768131256102 19.461969420313835 85.098880857229233 10.530537590384482 30.693870857357979 200.57224002480507 40.362478911876678 leaf_count=177 135 294 263 307 67 297 354 989 681 72 139 68 234 171 1013 803 147 65 112 511 63 175 1201 241 internal_value=7.50408e-05 0.0568754 -0.0257837 0.0413002 -0.0131525 0.108198 0.0588776 0.000977417 0.0235933 0.00543115 0.0281003 -0.045673 -0.00292302 0.0450604 -0.0221214 -0.0242968 -0.0123458 -0.0326813 0.0265407 -0.0480539 -0.0544046 0.0728156 -0.0451672 -0.0374145 internal_weight=1458.95 456.099 1002.85 351.37 614.506 104.729 175.021 238.734 176.349 35.7199 140.629 388.349 207.729 90.1972 375.772 305.739 70.0336 62.7528 31.0051 325.596 95.6294 84.8239 229.966 51.3442 internal_count=8579 2625 5954 2034 3628 591 1007 1402 1027 207 820 2326 1223 525 2226 1816 410 374 179 1952 574 482 1378 306 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=25 num_cat=0 split_feature=0 0 0 0 0 0 0 4 4 3 6 6 3 0 1 0 3 1 1 5 6 5 5 0 split_gain=743.095 140.401 105.902 29.1953 24.0893 16.658 8.02149 7.15928 4.73885 3.65193 6.03939 3.3609 5.65362 3.1447 3.03997 2.23724 2.2011 2.02289 1.93354 1.80455 1.66614 1.18944 1.15467 0.969009 threshold=587.50000000000011 622.50000000000011 540.50000000000011 661.50000000000011 564.50000000000011 517.50000000000011 614.50000000000011 5.5000000000000009 4.5000000000000009 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 599.50000000000011 4.5000000000000009 492.50000000000006 4.5000000000000009 5.5000000000000009 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 554.50000000000011 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=2 6 5 7 18 15 11 14 17 10 -7 12 -2 -13 -3 -1 -8 -6 23 -11 -10 -20 -17 -4 right_child=1 3 4 -5 8 9 16 -9 20 19 -12 13 -14 -15 -16 22 -18 -19 21 -21 -22 -23 -24 -25 leaf_value=-0.051708547150545792 0.028691988890699113 0.10582115443653656 -6.1242072404320543e-05 0.11414713775278168 0.008684669741483594 -0.025223561187780914 0.054951006759861955 0.03307940077749473 -0.010596710986133726 -0.029086565276650475 0.018073563607045987 0.01932410077403543 -0.0041863096334233355 0.033604786566017002 0.07014248945740828 -0.025429471122258469 0.029203653155353407 0.026749015501733833 -0.0066255802281892711 -0.048173457743761666 0.0016413325071952115 -0.021105785149516207 -0.043281765085353509 -0.017302115946854435 leaf_weight=164.1834859251976 23.759701892733574 10.746812522411345 22.222002297639847 55.29220974445343 81.704058587551117 28.306076526641846 30.272202283143997 14.862448304891585 37.904700994491577 141.44394978880882 10.152535945177076 85.701826006174088 26.771407544612885 85.528813868761063 129.2968248128891 16.749336093664169 18.754981502890587 19.366854444146156 17.671603217720985 16.947043195366859 95.303390726447105 190.76494348049164 137.7264851629734 12.441999077796934 leaf_count=1016 136 60 134 290 479 170 169 83 224 854 61 494 155 487 710 102 106 111 104 103 561 1143 846 75 internal_value=0.000587671 0.0515375 -0.0241161 0.0821395 -0.00710984 -0.0398105 0.0275498 0.0700237 0.00430916 -0.0280537 -0.0134986 0.0232641 0.0114328 0.02664 0.0736467 -0.0469471 0.0459821 0.0124232 -0.0181075 -0.0314496 -0.00185679 -0.0199395 -0.0415543 -0.00670136 internal_weight=1473.88 480.987 992.888 210.198 477.38 515.509 270.789 154.906 234.279 196.85 38.4586 221.762 50.5311 171.231 140.044 318.659 49.0272 101.071 243.101 158.391 133.208 208.437 154.476 34.664 internal_count=8673 2690 5983 1143 2831 3152 1547 853 1375 1188 231 1272 291 981 770 1964 275 590 1456 957 785 1247 948 209 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=26 num_cat=0 split_feature=0 0 0 0 0 0 0 2 4 3 4 2 5 0 3 4 6 4 2 0 5 4 5 3 0 split_gain=654.149 119.31 86.9853 26.4544 20.5496 11.1684 9.17793 6.91572 6.89029 5.34 5.66208 5.03266 4.5473 4.45029 5.46682 4.34832 4.12965 3.45345 2.5884 3.2749 2.73904 2.08535 1.11307 0.530926 0.291925 threshold=587.50000000000011 622.50000000000011 535.50000000000011 661.50000000000011 564.50000000000011 500.50000000000006 605.50000000000011 3.1500000000000008 5.5000000000000009 4.5000000000000009 3.5000000000000004 4.1500000000000012 7.5000000000000009 592.50000000000011 5.5000000000000009 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 7.7500000000000009 523.50000000000011 8.5000000000000018 4.5000000000000009 3.5000000000000004 6.5000000000000009 492.50000000000006 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 2 left_child=2 6 5 8 12 23 13 21 11 17 -11 -3 16 22 -15 -9 -4 -8 20 -20 -7 -6 -2 24 -1 right_child=1 3 4 -5 7 18 9 15 -10 10 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.047539474769263651 0.036574149480833089 0.07401715775938765 -0.025697083761140729 0.10409586865234882 0.036328539412697695 -0.025249308896739972 0.034057232394760169 0.0062547221774529264 0.028775005996033776 0.048459199630524599 0.0093648189308262863 0.050429724393338232 -0.041357265502410187 0.016099359300543927 -0.012734310462459708 -0.0085307903354937334 -0.012262751406132319 0.060180111468817278 -0.045171770510247108 -0.025354400614016316 -0.052403483537876508 0.009224845544318348 0.018307876457687576 -0.054356948579967063 -0.036512471811983284 leaf_weight=99.579359516501427 27.727962210774422 93.935993567109108 90.216745048761368 57.891621977090836 14.388372674584391 136.5355489552021 41.125290051102638 85.101851716637611 16.033601343631744 12.715175375342367 32.03448249399662 46.654444739222527 20.706234663724899 96.653183355927467 18.791304871439934 116.25732962787151 172.05527460575104 25.325231865048409 72.659349203109741 38.22906494140625 10.582097724080084 16.068102344870567 19.068598955869675 73.080269783735275 34.485595926642418 leaf_count=634 158 493 547 288 81 841 225 496 88 71 180 252 127 547 109 689 1041 140 457 236 66 92 110 468 217 internal_value=-0.000556782 0.0466846 -0.024109 0.074545 -0.00990534 -0.0397629 0.0246179 0.00111562 0.0629995 0.0357211 0.0213988 0.0666365 -0.0189235 0.0168048 0.011294 -0.00225715 -0.016983 0.0448318 -0.0324957 -0.038672 -0.0275769 0.0229361 0.0297744 -0.0485908 -0.0450313 internal_weight=1467.9 487.957 979.945 214.516 514.794 465.151 273.441 231.816 156.624 111.2 44.7497 140.59 282.978 162.241 115.444 201.359 262.272 66.4505 258.006 110.888 147.118 30.4565 46.7966 207.145 134.065 internal_count=8653 2661 5992 1121 3073 2919 1540 1358 833 616 251 745 1715 924 656 1185 1588 365 1600 693 907 173 268 1319 851 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=26 num_cat=0 split_feature=0 0 0 0 0 0 0 3 1 2 6 3 2 2 1 2 3 0 6 3 2 0 2 2 2 split_gain=596.909 91.1633 81.2567 22.1623 19.4675 10.2862 6.51948 4.98653 4.53797 4.42219 3.61902 4.97194 4.89083 3.61888 3.5352 6.03764 2.25003 2.14191 1.38992 1.19329 3.27742 0.968958 0.727848 0.551182 0.536943 threshold=589.50000000000011 643.50000000000011 536.50000000000011 616.50000000000011 564.50000000000011 516.50000000000011 672.50000000000011 5.5000000000000009 5.5000000000000009 3.1500000000000008 1.0000000180025095e-35 4.5000000000000009 1.1500000000000001 4.8500000000000005 3.5000000000000004 6.1500000000000012 5.5000000000000009 492.50000000000006 1.0000000180025095e-35 4.5000000000000009 5.0500000000000007 532.50000000000011 2.1500000000000008 5.2500000000000009 1.0500000000000003 decision_type=2 2 2 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 5 10 14 17 22 13 9 -6 11 -2 -12 -5 15 -4 -10 -1 -16 20 -7 -21 24 -19 -3 right_child=1 6 4 7 8 19 -8 -9 16 -11 12 -13 -14 -15 18 -17 -18 23 -20 21 -22 -23 -24 -25 -26 leaf_value=-0.049016138127805725 0.026017766264402737 0.063066881148092155 0.017634325918022789 0.055917667863796122 0.014294965677844943 0.0079627040338201751 0.10176087547529816 0.014007231466581083 0.019598512866864252 -0.0061817914520058189 -0.0058265330064523457 -0.0046237459378369889 0.027911830418167877 0.034793729531762317 -0.02696095990079422 -0.020886967312115243 -0.0036868508642843609 -0.024507577988479599 -0.018132444195248294 -0.027506020939009695 -0.027259783342538646 -0.040340559480841177 0.062691388353949148 -0.040068012717109719 0.095493600106437468 leaf_weight=152.84284070134163 24.228595525026321 14.885360404849054 16.441586807370186 95.319470107555389 30.009852766990662 8.2506904900074023 40.629502356052399 11.553345143795012 37.711867213249207 172.84962134063244 10.925700739026068 26.855579495429993 157.9104473143816 36.605133965611458 79.004092216491699 23.308538496494293 13.328986063599585 14.041110053658484 156.39600512385368 107.01340837776661 23.515147238969803 26.78875520825386 44.835725858807564 123.49831631779671 16.62959623336792 leaf_count=1007 134 73 100 494 169 50 193 62 216 1020 59 154 882 196 487 144 77 89 954 673 146 167 228 796 82 internal_value=-0.000789156 0.0448481 -0.0230741 0.0323103 -0.00970035 -0.038526 0.0831505 0.0476213 0.000272455 -0.00307279 0.0221283 0.0100337 0.0256777 0.0503999 -0.0188887 -0.00478921 0.0134676 -0.0442985 -0.0212181 -0.0281666 -0.0179949 -0.0303929 0.071995 -0.0387039 0.082742 internal_weight=1465.38 480.378 985.001 363.398 529.051 455.95 116.98 143.478 253.9 202.859 219.92 51.0842 168.836 131.925 275.15 39.7501 51.0409 290.382 235.4 165.568 31.7658 133.802 76.3507 137.539 31.515 internal_count=8652 2557 6095 1981 3167 2928 576 752 1482 1189 1229 288 941 690 1685 244 293 1892 1441 1036 196 840 383 885 155 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=28 num_cat=0 split_feature=0 0 0 0 0 0 4 6 1 2 4 2 6 6 0 2 3 2 0 1 2 0 2 4 0 6 0 split_gain=520.999 84.5362 77.9475 28.7667 13.892 8.50055 7.99385 5.65182 5.57758 6.10756 5.16599 5.07576 5.71505 4.48419 4.09468 4.08088 3.30884 3.96559 2.96096 2.91265 2.76975 2.63976 4.02177 2.40029 1.99749 1.54449 0.790631 threshold=587.50000000000011 622.50000000000011 564.50000000000011 520.50000000000011 662.50000000000011 609.50000000000011 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 3.8500000000000001 3.5000000000000004 4.2500000000000009 2.5000000000000004 1.0000000180025095e-35 560.50000000000011 7.3500000000000005 4.5000000000000009 3.2500000000000004 492.50000000000006 5.5000000000000009 6.6500000000000012 567.50000000000011 5.5500000000000007 5.5000000000000009 571.50000000000011 1.5000000000000002 495.50000000000006 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 2 2 2 left_child=2 5 3 18 11 8 21 23 10 -10 -2 13 -13 -3 -9 20 19 -18 -1 -7 -8 -4 -23 -5 -17 -6 -20 right_child=1 4 6 7 25 16 15 14 9 -11 -12 12 -14 -15 -16 24 17 -19 26 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=-0.047638006958008169 -0.010157674963120644 0.036602893483126481 0.035685634022654046 -0.023474134962287826 0.097073451356218921 0.051434087293696917 -0.0038480208791820793 -0.01465614741180297 0.048775665189167566 0.014588837753816876 0.014305751789872898 0.029201339971852893 0.070789924107722599 0.064884678781909996 -0.034532195035724737 -0.0036336495712154734 0.042113615172055814 0.0070242751747485845 -0.021634158239394023 0.026318277370112966 0.019168334983949667 0.00032827241211140913 0.022018428781470183 -0.0378015962819978 -0.033874710093144571 0.070040116644632749 -0.037794210490602775 leaf_weight=146.89347869157791 25.829486757516861 22.770347356796265 11.588340967893599 82.813960701227188 26.680459454655647 33.250229492783546 90.9626474827528 232.9354249984026 21.726800933480263 35.30148808658123 109.10686668753624 41.393123894929886 11.003013074398039 99.502803683280945 29.616863086819649 9.3414141833782214 12.416836753487585 22.522869408130646 14.503477022051809 25.209734529256821 14.223059594631193 46.004723697900772 39.753280803561211 58.892481446266174 14.847522899508474 35.309831097722054 146.88274799287319 leaf_count=998 146 114 67 519 123 175 536 1450 118 195 610 214 57 493 182 56 66 124 96 131 85 262 232 372 89 162 963 internal_value=-6.51866e-05 0.0399339 -0.0223201 -0.0304359 0.0619961 0.0214672 0.0031859 -0.0215476 0.0152657 0.0283157 0.00954591 0.0540435 0.0391906 0.0599981 -0.0170397 -0.00492029 0.0338633 0.0204582 -0.0419681 0.0413122 -0.000537487 0.0139505 0.0105783 -0.0296868 -0.0230025 0.0831109 -0.0365149 internal_weight=1461.28 522.024 939.259 712.538 236.66 285.364 226.721 404.259 191.965 57.0283 134.936 174.669 52.3961 122.273 262.552 129.375 93.3997 34.9397 308.28 58.46 105.186 97.3463 85.758 141.706 24.1889 61.9903 161.386 internal_count=8635 2728 5907 4580 1163 1565 1327 2523 1069 313 756 878 271 607 1632 766 496 190 2057 306 621 561 494 891 145 285 1059 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=29 num_cat=0 split_feature=0 0 0 0 0 0 0 4 3 3 4 6 0 4 2 0 0 3 2 2 2 3 3 3 0 0 3 0 split_gain=475.529 94.9099 55.8667 20.9101 12.3265 10.1709 5.63764 4.22162 4.23803 3.96791 4.4438 3.83734 6.59131 3.69338 4.55834 3.34198 2.91675 2.71506 2.6066 2.52587 1.92518 1.6086 1.09175 1.08507 1.04586 0.902988 0.898955 0.55725 threshold=579.50000000000011 622.50000000000011 526.50000000000011 658.50000000000011 564.50000000000011 606.50000000000011 500.50000000000006 3.5000000000000004 4.5000000000000009 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 641.50000000000011 2.5000000000000004 6.4500000000000011 574.50000000000011 625.50000000000011 5.5000000000000009 8.6500000000000004 4.6500000000000012 6.7500000000000009 6.5000000000000009 4.5000000000000009 6.5000000000000009 672.50000000000011 665.50000000000011 6.5000000000000009 456.50000000000006 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 2 2 2 2 left_child=2 5 6 11 9 13 23 22 -9 10 -4 12 -3 -2 -15 19 -13 -17 -11 -6 21 -8 -7 27 25 -5 -22 -1 right_child=1 3 4 24 15 7 20 8 -10 18 -12 16 -14 14 -16 17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.052400646039227776 0.040140639082663847 0.012614062709100319 0.0067454835179376407 0.077379171753071005 0.015469569089692537 0.034730825268546976 -0.026758392155827395 0.033033034539818831 0.0081961288236993904 -0.023535124524550602 -0.016562829404245302 0.074608383995957803 0.061324860409024622 0.0070431830949788266 0.024067632939135917 -0.017707034301069315 0.047926006935393534 0.0077421675946094852 -0.0091075028708679645 -0.0012587245962796148 -0.03238385178486048 -0.0024073683467007679 0.060538587677870952 -0.051924179603453802 0.088705941109746334 0.048308468649073621 -0.046520274838072952 -0.03824015151754398 leaf_weight=19.766519621014595 10.493425145745276 21.246817082166675 29.353935196995735 17.464257508516312 31.631834268569946 19.118909701704982 51.036159694194794 45.705442011356354 29.479196146130562 219.73944145441055 61.506772220134735 15.788784191012381 10.16318044066429 188.5764432400465 49.826021701097488 40.313145905733109 116.32989840209484 13.083059221506117 39.913613945245743 71.262562662363052 84.509541168808937 8.5673467665910703 12.04044449329376 65.974781051278114 44.975144803524017 14.602386087179182 24.166457206010818 102.06555987894535 leaf_count=139 59 107 182 82 182 99 333 236 161 1385 386 79 50 1055 285 235 569 77 255 421 565 56 64 464 200 66 163 703 internal_value=-2.53068e-05 0.0342946 -0.0237406 0.0584992 -0.0130207 0.0177708 -0.0389047 0.0307034 0.0235958 -0.0182163 -0.00898684 0.0477482 0.0299353 0.0121244 0.0107078 -0.00129479 0.0516887 -0.0113519 -0.02138 0.00393517 -0.0317245 -0.0234382 0.0464312 -0.0451098 0.0803511 0.0661536 -0.0359685 -0.0409862 internal_weight=1458.7 595.81 862.891 240.57 506.804 355.24 356.086 106.344 75.1846 350.514 90.8607 163.529 31.41 248.896 238.402 156.291 132.119 53.3962 259.653 102.894 168.28 59.6035 31.1594 187.807 77.0418 32.0666 108.676 121.832 internal_count=8658 3112 5546 1153 3123 1959 2423 560 397 2208 568 805 157 1399 1340 915 648 312 1640 603 1117 389 163 1306 348 148 728 842 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=28 num_cat=0 split_feature=0 0 0 0 0 6 5 2 0 2 0 2 0 2 5 0 3 3 6 2 1 2 6 1 5 0 0 split_gain=402.041 105.35 48.0373 26.6276 7.83194 5.52989 5.47073 4.88271 5.0743 4.17155 3.78257 3.74911 3.2763 2.75176 2.70773 4.05255 2.65631 2.53051 2.45002 2.37241 1.76293 1.24726 0.70573 0.655111 0.591999 0.352164 0.0111669 threshold=600.50000000000011 525.50000000000011 643.50000000000011 564.50000000000011 618.50000000000011 1.0000000180025095e-35 7.5000000000000009 4.2500000000000009 626.50000000000011 3.3500000000000001 508.50000000000006 9.2500000000000018 572.50000000000011 5.4500000000000011 1.5000000000000002 671.50000000000011 3.5000000000000004 4.5000000000000009 2.5000000000000004 4.6500000000000012 6.5000000000000009 2.2500000000000004 1.0000000180025095e-35 6.5000000000000009 8.5000000000000018 456.50000000000006 481.50000000000006 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 2 2 2 left_child=1 10 4 6 5 17 16 20 -9 12 25 -11 -5 19 15 23 -3 -2 -7 -12 -6 -16 -8 -4 -15 -1 -27 right_child=2 3 14 9 7 18 22 8 -10 11 13 -13 -14 24 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 leaf_value=-0.051920433302601654 0.015811558929426501 0.0035233635755638698 0.041839021868733721 0.038377517184231436 0.041190662560211144 0.030344284728136852 -0.021399731597941701 0.041268731063068845 0.0081930527774548238 -0.00023136789916895466 -0.02927095384908477 0.030696285639679521 0.0091883564860588129 -0.032711713267617779 0.096107026835717008 0.073906639754465681 -0.015106852522898236 -0.012832554307942166 0.011505088156604153 0.0056376303986733654 0.066691118085931547 0.064741473047675566 -0.044334158413644548 0.063630826123237325 -0.050255948575666357 -0.03696841819115123 -0.044201558248640457 leaf_weight=39.014956280589104 14.158642008900644 19.582686677575111 37.431829363107681 11.143240079283713 81.720680966973305 80.735965341329575 9.3959785401821154 21.882148191332817 25.727623671293259 281.24745091795921 8.7602213621139544 9.1426769495010358 56.523303642868996 87.849814742803574 17.774298459291458 36.921127036213875 306.61334113776684 14.638820037245749 25.266904592514038 8.7856172621250135 11.076520502567289 22.485142931342125 17.215122148394585 11.130187973380087 10.128879040479658 62.613623812794685 123.08509409427643 leaf_count=285 74 123 174 62 395 427 62 111 129 1623 57 54 311 594 80 160 1953 82 134 58 53 106 112 51 70 451 862 internal_value=-0.00084965 -0.0171031 0.0416835 -0.00612331 0.0297691 0.020813 -0.0158549 0.0381241 0.0240342 0.00346912 -0.0399436 0.000827205 0.0145569 -0.0317637 0.0672799 0.0600398 -0.0139658 0.00114089 0.02605 -0.0121603 0.0449663 0.0807041 -0.0374858 0.0481176 -0.0350653 -0.0439674 -0.0420006 internal_weight=1452.05 1051.1 400.95 710.864 275.207 134.8 352.807 140.407 47.6098 358.057 340.238 290.39 67.6665 115.525 125.743 85.4831 326.196 28.7975 106.003 17.5458 92.7972 40.2594 26.6111 48.562 97.9787 224.714 185.699 internal_count=8653 6677 1976 4300 1405 717 2250 688 240 2050 2377 1677 373 779 571 385 2076 156 561 115 448 186 174 225 664 1598 1313 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=30 num_cat=0 split_feature=0 0 0 0 0 2 0 5 2 3 4 6 2 2 2 4 0 2 6 5 6 2 2 2 5 6 0 0 2 split_gain=366.869 72.1948 52.1672 18.4903 17.3114 5.52619 4.97638 4.05033 6.36676 4.87722 3.95827 3.87105 3.80168 3.44479 3.59483 2.80437 2.62098 2.58196 4.36486 2.18434 2.07702 1.48598 1.09485 2.47522 1.11023 0.767574 0.346345 1.24139 0.232386 threshold=587.50000000000011 522.50000000000011 616.50000000000011 564.50000000000011 661.50000000000011 7.3500000000000005 494.50000000000006 4.5000000000000009 4.4500000000000011 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 9.1500000000000004 6.4500000000000011 3.5500000000000003 4.5000000000000009 602.50000000000011 2.9500000000000006 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.35000000000000003 5.4500000000000011 4.8500000000000005 5.5000000000000009 1.5000000000000002 481.50000000000006 456.50000000000006 7.4500000000000011 decision_type=2 2 2 2 2 2 2 2 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 11 7 17 10 26 9 -9 -3 -5 15 -7 14 -13 16 -2 18 -4 -17 -19 -6 23 -8 -24 -23 27 -1 -15 right_child=2 3 4 5 21 12 22 8 -10 -11 -12 13 -14 28 -16 19 -18 20 -20 -21 -22 25 24 -25 -26 -27 -28 -29 -30 leaf_value=-0.051377021190175114 0.0010307532699412294 -0.014368710203160509 0.051964603373256694 0.012797429693763532 0.084692803009125475 -0.022953886622604641 -0.031802259042115311 0.001257954574229834 -0.026575683738695177 0.011293899440818378 -0.001485532786208604 0.024807369644204741 0.012413299124398015 0.026034138517736612 0.0091307026651411514 -0.022609673258193668 0.031216410939993201 0.026966475284479027 0.023252618149482377 0.0048506522432883196 0.041496745561748455 0.07239247198971159 -0.029617010399980038 0.0017259894407751981 -0.040836593350618983 0.049770490054866084 -0.053185490356891324 -0.036478695218929123 0.042022325682930392 leaf_weight=38.715494126081467 17.225225791335109 186.8810917288065 75.675946071743965 84.847584947943687 21.212855190038681 32.620482310652733 14.88527572154999 23.520585432648659 141.00546859204769 19.579379692673683 109.87831184267998 62.181504517793655 8.9175563007593137 17.544404610991482 95.36359466612339 12.269757285714151 11.900218948721884 67.644577890634537 19.819287985563278 14.829371139407156 57.590080544352531 18.893425226211548 79.014658063650131 7.8547901809215537 58.996819123625755 28.306283235549927 46.941634103655815 60.105088725686073 12.994100406765936 leaf_count=293 96 1193 353 483 90 194 100 149 926 126 647 328 52 95 517 68 64 332 91 83 280 81 554 53 418 122 344 444 71 internal_value=-0.000525982 -0.0197581 0.0323833 -0.00973272 0.0467389 0.0011814 -0.0395074 -0.0166813 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644.50000000000011 564.50000000000011 610.50000000000011 4.5000000000000009 6.5000000000000009 4.7500000000000009 6.7500000000000009 494.50000000000006 7.1500000000000012 7.5500000000000007 671.50000000000011 2.5000000000000004 9.0500000000000025 598.50000000000011 3.6500000000000008 4.5000000000000009 665.50000000000011 660.50000000000011 682.50000000000011 701.50000000000011 9.8500000000000032 8.7500000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 4 6 11 13 7 -3 16 -1 -7 15 18 -5 -8 -2 -6 22 19 -4 -14 -22 -11 -19 right_child=2 3 12 5 8 10 14 -9 -10 17 -12 -13 20 -15 -16 -17 -18 23 -20 -21 21 -23 -24 -25 leaf_value=-0.047524079229542278 0.0052496525296326117 -0.00064685170650119819 0.048582356097541191 0.021848587683483127 0.041108765266505545 -0.0026810943818224506 -0.036443907635678688 -0.018424847134264895 0.00061426891053095658 -0.027483176801874371 -0.024001475276414094 0.039079890713940302 0.084458573217055827 0.0033848114720232999 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-0.033065 0.0509533 0.0535548 0.0709891 0.0601065 -0.0254542 -0.0376152 internal_weight=1429.84 902.529 527.314 631.097 397.394 245.031 386.066 325.937 204.375 271.433 138.653 193.02 129.919 106.378 60.1286 179.191 191.499 129.414 81.6425 69.0943 48.2769 29.9294 51.3 78.1139 internal_count=8571 5968 2603 3950 2035 1423 2527 2121 991 2018 820 1044 568 603 406 969 926 932 366 312 202 125 366 566 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=25 num_cat=0 split_feature=0 0 0 0 0 0 4 2 1 2 2 6 4 2 6 4 4 4 5 5 2 2 0 0 split_gain=324.332 85.6568 29.9712 16.2689 6.62989 5.85322 5.20316 5.28858 4.4944 7.37332 3.95518 5.77317 3.40405 2.81147 11.6493 4.58698 2.65841 1.94275 1.76985 1.68828 0.736215 1.95714 0.6206 2.13571 threshold=599.50000000000011 547.50000000000011 622.50000000000011 506.50000000000006 564.50000000000011 661.50000000000011 2.5000000000000004 3.3500000000000001 3.5000000000000004 6.1500000000000012 3.3500000000000001 1.5000000000000002 2.5000000000000004 4.5500000000000007 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 7.5000000000000009 1.5000000000000002 4.5000000000000009 0.55000000000000016 2.9500000000000006 492.50000000000006 495.50000000000006 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=1 3 12 22 8 10 -6 -8 9 -3 16 -12 -2 15 -15 -14 -4 19 -10 -5 -7 -22 -1 -24 right_child=2 4 5 17 6 20 7 -9 18 -11 11 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 leaf_value=-0.044844349080352702 -0.0050252039520050293 0.037812182337883866 0.035787464744395342 -0.017832188511178935 0.034534270875845909 0.072558698291386989 0.013921300630968612 -0.0018430936789108161 0.0023907238865484427 -0.01885520317601478 0.020434480046625382 0.047067615023971165 0.010561623327431005 -0.0079284561096279738 0.040205989834451082 0.041649373541304685 0.056844940496906915 -0.042260544321258302 -0.015193299798869809 -0.02611547652714262 0.041761111653812362 0.069203263333296836 -0.015110441412028634 -0.040242733467267255 leaf_weight=129.92722066491842 11.80703856050968 11.062461465597154 32.763706564903259 141.09141546487808 11.11653760075569 23.537638962268829 64.720925197005272 277.14771673083305 15.346145793795584 9.9643472582101804 45.925248950719833 41.807962685823441 75.908920183777809 15.574426367878912 55.542292892932892 13.613900780677794 59.345576554536819 13.559026092290877 123.23292903602123 144.25417947769165 28.636746481060982 16.095825105905533 12.881419926881788 51.651773199439049 leaf_count=1030 59 70 146 946 62 97 352 1599 97 66 219 196 384 84 287 69 267 95 807 1001 119 68 97 385 internal_value=-0.000412363 -0.0158306 0.0364056 -0.0306806 -0.00149604 0.0475431 0.00231847 0.00115866 -0.00992527 0.0110943 0.0421771 0.0335699 0.0201706 0.022073 0.0296315 0.0157523 0.0498732 -0.0231822 -0.0132071 -0.0221138 0.0607934 0.0530421 -0.0420031 -0.0356095 internal_weight=1426.52 1005.96 420.559 493.365 512.591 248.113 352.985 341.869 159.606 21.0268 179.842 87.7332 172.447 160.64 71.1167 89.5228 92.1093 298.905 138.579 285.346 68.2702 44.7326 194.46 64.5332 internal_count=8602 6607 1995 3554 3053 1112 2013 1951 1040 136 828 415 883 824 371 453 413 2042 904 1947 284 187 1512 482 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=29 num_cat=0 split_feature=1 5 2 2 5 6 3 3 3 6 5 2 2 5 6 4 2 1 1 2 1 4 4 2 2 3 2 3 split_gain=149.833 57.0274 40.4381 21.1976 13.1091 12.1065 13.0936 10.5162 10.5083 11.1358 7.94133 7.34056 6.17249 5.81291 5.36107 4.49818 4.44949 4.29808 3.65435 2.77563 2.58931 2.54367 2.40199 1.9209 1.89987 1.83853 1.0361 0.0119031 threshold=4.5000000000000009 2.5000000000000004 5.9500000000000011 3.3500000000000001 3.5000000000000004 3.5000000000000004 4.5000000000000009 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 7.3500000000000005 0.35000000000000003 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 4.6500000000000012 6.5000000000000009 5.5000000000000009 6.1500000000000012 6.5000000000000009 5.5000000000000009 4.5000000000000009 12.15 7.7500000000000009 3.5000000000000004 3.6500000000000008 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 2 2 left_child=2 3 8 12 7 6 18 24 10 21 26 -8 25 -11 22 -9 -12 -16 -3 -6 -14 -10 -5 -21 -4 -2 -1 -7 right_child=1 5 4 14 19 27 11 15 9 13 16 -13 20 -15 17 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.046387962861153875 0.076714544299669812 0.0049064949518259678 0.021529363544666915 0.014201864308016419 -0.0079682715328708107 0.0274821189748269 -0.0020944116287129463 -0.00073329400623139453 -0.017410652183093789 0.0080882430953161874 0.015106135621622328 -0.0225979774234881 0.032395790231723752 -0.019503690507850592 0.019711189142873006 -0.027969139789017852 -0.014751128671411574 0.048278335744512346 0.020466427623174636 -0.032244652816934498 0.05159042608185882 -0.042411853898072734 -0.007569244221907784 -0.053857439961295633 -0.0026815845721477743 0.046096913306229864 0.023598042699688525 0.045858910392208435 leaf_weight=11.829191014170648 15.546797052025793 93.92662039399147 18.953659221529964 24.600706696510315 12.394457906484602 9.5063455402851122 177.31797782331705 20.363150902092457 29.075479552149773 75.866268634796143 26.223643600940704 57.317776516079903 109.56842195987701 24.369771555066109 148.05327215790749 63.749565333127975 21.991628773510456 14.527060300111769 64.419547140598297 265.86752016842365 26.701834812760353 18.504329524934292 23.895298659801483 13.090084426105021 12.743383362889288 20.797114714980125 18.579502984881401 10.634418800473211 leaf_count=58 65 537 114 130 84 50 1057 131 183 456 148 388 510 163 779 449 136 68 329 1971 115 126 142 107 83 90 103 59 internal_value=0.000764555 0.0151898 -0.017364 0.0290442 -0.0267653 0.00227132 0.000274953 -0.0123185 -0.000394346 -0.00825812 0.0142451 -0.00719897 0.0420488 0.0012042 0.0182377 -0.0215203 0.00136323 0.0225738 0.0113568 -0.0324288 0.0365418 -0.0279097 0.00343743 -0.0334654 0.0118584 0.0610316 0.0338173 0.0391319 internal_weight=1430.41 796.813 633.602 383.691 407.162 413.123 392.982 115.81 226.44 147.816 78.624 234.636 172.614 100.236 211.076 84.1127 48.2153 162.58 158.346 291.352 136.27 47.5798 48.496 278.958 31.697 36.3439 30.4087 20.1408 internal_count=8631 4319 4312 1899 2939 2420 2311 777 1373 928 445 1445 780 619 1119 580 284 847 866 2162 625 309 272 2078 197 155 161 109 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 5 6 0 6 4 0 1 6 0 0 0 1 6 1 0 4 split_gain=261.236 78.215 22.2971 10.9759 8.70853 7.86172 5.92861 4.92319 4.06596 4.02831 2.69833 3.15986 2.63737 2.33516 1.68827 1.25591 1.20316 3.2712 5.49829 2.95417 0.99449 0.953411 0.915033 0.659338 1.58779 0.277584 threshold=600.50000000000011 536.50000000000011 646.50000000000011 564.50000000000011 506.50000000000006 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 4.5000000000000009 7.5000000000000009 1.0000000180025095e-35 594.50000000000011 2.5000000000000004 5.5000000000000009 615.50000000000011 6.5000000000000009 1.5000000000000002 654.50000000000011 661.50000000000011 526.50000000000011 6.5000000000000009 3.5000000000000004 4.5000000000000009 492.50000000000006 7.5000000000000009 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 4 5 10 23 21 15 -8 13 20 11 -3 -10 -5 -11 -7 17 19 -19 -4 -6 22 -2 25 -25 -1 right_child=2 3 16 8 9 6 7 -9 12 14 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 leaf_value=-0.042790741511861186 0.028351720233528555 -0.017571431623617094 0.038484280153299286 0.0077502737648967243 -0.015593100546158509 -0.018753782216411934 0.027686409802902615 0.00067329401230041726 -0.0025842108162467893 -0.021990234512324677 -0.029637321510204786 -0.0051863778789921437 -0.025599104916043315 -0.004717799350977608 -0.033377567749183011 0.0032353520198365538 0.06079781283261862 0.063168283978117135 0.022370783618409766 0.070633795134420377 0.00075326163893498323 0.044852361919695528 0.044431580690888435 -0.042277212885041882 -0.01226284678366147 -0.030707308081041503 leaf_weight=138.32970071583986 160.90889997780323 78.532581001520157 19.617638692259789 225.92071503400803 20.697223290801048 11.249682754278185 62.728301957249641 23.52847845852375 73.442386627197266 81.749913938343525 17.417169496417046 155.10643470287323 14.243946373462675 43.775328606367111 78.670706391334534 12.632237896323202 37.700615078210831 11.617762744426726 32.38207682967186 21.283739224076271 15.158414825797079 17.128012031316757 13.644907176494597 9.1224453523755091 11.018649742007254 21.324542656540871 leaf_count=1134 765 528 87 1270 149 63 308 114 433 582 123 1014 77 244 572 61 156 51 136 87 100 78 64 74 84 177 internal_value=6.21321e-05 -0.0140699 0.0328113 -0.00296685 -0.0319646 0.0253268 0.0143991 0.0204674 0.00265038 -0.0243824 -0.0109617 -0.00942779 -0.00662567 0.00569811 -0.0277778 -0.0072592 0.0508421 0.0457068 0.0344185 0.0566196 -0.00871388 0.0314725 0.0298831 -0.0400336 -0.0274504 -0.0414091 internal_weight=1408.93 984.51 424.422 608.439 376.072 301.821 110.139 86.2568 357.382 196.276 251.056 233.639 87.6863 269.696 160.421 23.8819 122.602 84.9012 43.9998 40.9014 35.8556 191.682 174.554 179.795 20.1411 159.654 internal_count=8531 6561 1970 3689 2872 1453 546 422 2024 1403 1665 1542 510 1514 1154 124 517 361 187 174 249 907 829 1469 158 1311 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=27 num_cat=0 split_feature=0 0 0 0 6 1 0 6 5 0 5 5 5 0 5 2 4 4 6 5 4 6 1 0 5 0 split_gain=253.901 68.6908 24.1641 14.5106 5.84826 4.9975 3.65531 3.93299 3.46399 3.4197 3.30998 3.24376 2.69091 2.53501 2.31923 2.22943 3.60946 1.90669 1.81557 1.60012 1.40071 1.06709 1.06364 0.371215 0.348039 0.522258 threshold=564.50000000000011 614.50000000000011 516.50000000000011 643.50000000000011 1.0000000180025095e-35 5.5000000000000009 640.50000000000011 1.0000000180025095e-35 1.5000000000000002 674.50000000000011 7.5000000000000009 1.5000000000000002 2.5000000000000004 492.50000000000006 3.5000000000000004 4.4500000000000011 5.5000000000000009 4.5000000000000009 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 592.50000000000011 9.5000000000000018 464.50000000000006 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 2 2 left_child=2 4 13 6 8 14 7 -3 23 11 15 -5 -7 24 -6 16 -4 -10 21 -15 -17 -12 -21 -2 -1 -26 right_child=1 3 10 9 5 12 -8 -9 17 -11 18 -13 -14 19 -16 20 -18 -19 -20 22 -22 -23 -24 -25 25 -27 leaf_value=-0.043401291043898296 -0.01185215765434226 0.012562519602433481 -0.014376488375977346 0.033182336544214659 0.010017320286398842 0.029177856740061736 0.0033303268665354786 0.032962310626279696 0.0083258957845695897 0.061708635987725219 -0.023349430896561475 0.054373770419733562 0.011858918980137551 -0.011955167761867259 0.00038292376195795915 -0.0038921573942099631 0.012230359101473959 -0.0054638961996799455 -0.0080357767182617432 -0.0097915274395076034 -0.017259366992777962 -0.048139162568891974 -0.033927756471237268 -0.028386819624504251 -0.036956343841177568 -0.012062811504590588 leaf_weight=107.88609778881073 10.695672154426576 31.731639534235001 35.042296066880226 55.152162790298462 155.1284299492836 41.216307416558266 15.657301485538481 134.4169170409441 46.429899781942368 44.022071972489357 13.155651032924652 37.784178614616394 56.355828076601028 13.005672328174112 106.10838620364666 22.826171547174454 18.636783733963966 51.94738344848156 7.9638031497597686 6.4595735594630233 284.01769995689392 13.27457519620657 94.054948456585407 10.001756101846693 6.9120333269238454 5.8382630422711372 leaf_count=929 61 151 225 235 847 212 70 616 257 178 97 162 302 98 602 153 120 302 58 52 1950 98 741 54 61 50 internal_value=-7.25714e-05 0.018664 -0.0238002 0.0366072 0.00663342 0.00981622 0.027025 0.0291947 -0.00291757 0.0490028 -0.0161642 0.0423383 0.0194473 -0.0365338 0.0061395 -0.0146463 -0.00499271 0.00101228 -0.0310709 -0.0303482 -0.0162971 -0.0372834 -0.0325376 -0.0210128 -0.0420161 -0.0276277 internal_weight=1425.72 796.648 629.074 318.764 477.884 358.809 181.806 166.149 119.075 136.958 394.917 92.9363 97.5721 234.157 261.237 360.523 53.6791 98.3773 34.394 113.52 306.844 26.4302 100.515 20.6974 120.636 12.7503 internal_count=8681 4049 4632 1412 2637 1963 837 767 674 575 2701 397 514 1931 1449 2448 345 559 253 891 2103 195 793 115 1040 111 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=24 num_cat=0 split_feature=0 0 0 0 0 5 2 2 0 2 5 5 2 0 2 0 0 3 5 0 3 0 2 split_gain=209.842 43.7198 32.0557 7.81268 7.44152 4.47414 4.41879 4.4245 5.2699 4.18643 4.16966 4.73303 4.07576 2.95817 2.7415 2.21938 2.61791 1.55955 1.3921 1.41307 1.07367 1.02635 0.654548 threshold=580.50000000000011 522.50000000000011 622.50000000000011 547.50000000000011 661.50000000000011 4.5000000000000009 8.6500000000000004 2.2500000000000004 599.50000000000011 0.55000000000000016 4.5000000000000009 8.5000000000000018 8.0500000000000025 456.50000000000006 8.1500000000000004 625.50000000000011 643.50000000000011 5.5000000000000009 1.0000000180025095e-35 683.50000000000011 6.5000000000000009 468.50000000000006 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 left_child=1 13 6 5 15 17 7 9 -9 -2 12 -12 -5 -1 -7 -4 -17 -3 -6 -20 21 -15 -22 right_child=2 3 4 10 18 14 -8 8 -10 -11 11 -13 -14 20 -16 16 -18 -19 19 -21 22 -23 -24 leaf_value=-0.04903356769132218 -1.5990148999876318e-05 -0.0040645522276142546 0.045763472290317034 -0.0050100293341369439 0.058540830146828197 -0.029592558663067092 0.041571730364029405 0.0027101831916180965 0.015607075429988083 0.034368807446233628 0.0074773664784394114 -0.030731165557148294 -0.025661812299592291 -0.012971782138519595 -0.00974906444357263 0.021599118812059236 0.035144284230956571 -0.016830083139482914 0.047001204123772324 0.022436464859543963 -0.041073927050719938 -0.030022685078612582 -0.018532797636287884 leaf_weight=31.298744343221188 11.501836597919462 64.99200701713562 20.971890956163406 186.98056261241436 32.416616454720497 67.861614897847176 11.606595516204832 165.99568796157837 153.39612440764904 33.624260410666466 97.949598982930183 7.8082736432552329 26.789563849568367 12.72334188222885 26.196831442415714 101.97895795106888 67.548156559467316 39.164223849773407 25.857398927211761 12.671888366341589 46.970438599586487 164.30755591392517 6.9931897670030585 leaf_count=286 57 438 94 1138 131 481 63 920 765 167 626 54 171 111 190 458 290 269 105 51 397 1328 61 internal_value=0.000316683 -0.017062 0.0215799 -0.00859358 0.0350137 -0.0163749 0.0121608 0.0110995 0.00894923 0.025686 -0.00371489 0.0043481 -0.00772882 -0.0336628 -0.0242791 0.029498 0.0272 -0.00902652 0.0491385 0.0398206 -0.0313562 -0.0289051 -0.0386341 internal_weight=1417.61 780.036 637.569 517.743 261.445 198.215 376.125 364.518 319.392 45.1261 319.528 105.758 213.77 262.293 94.0584 190.499 169.527 104.156 70.9459 38.5293 230.995 177.031 53.9636 internal_count=8651 5550 3101 3367 1129 1378 1972 1909 1685 224 1989 680 1309 2183 671 842 748 707 287 156 1897 1439 458 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=27 num_cat=0 split_feature=0 0 0 0 0 0 6 0 0 1 0 0 1 0 0 0 0 0 4 6 3 4 3 1 4 5 split_gain=210.39 51.106 26.8668 6.74239 5.75334 3.67963 3.77713 3.12421 3.98622 2.75256 2.59219 3.03142 2.46574 3.15676 2.32299 2.31813 2.20522 3.22086 2.14232 2.05687 1.45342 1.39114 1.07346 1.54375 1.14453 0.459789 threshold=564.50000000000011 622.50000000000011 519.50000000000011 587.50000000000011 643.50000000000011 640.50000000000011 1.0000000180025095e-35 590.50000000000011 599.50000000000011 5.5000000000000009 537.50000000000011 530.50000000000011 3.5000000000000004 541.50000000000011 456.50000000000006 546.50000000000011 701.50000000000011 686.50000000000011 4.5000000000000009 2.5000000000000004 4.5000000000000009 6.5000000000000009 6.5000000000000009 4.5000000000000009 5.5000000000000009 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 2 2 2 2 left_child=2 3 14 9 5 6 -3 25 -9 19 11 20 15 -14 -1 -12 17 -6 -11 -2 -4 -13 24 -24 -16 -5 right_child=1 4 10 7 16 -7 -8 8 -10 18 12 21 13 -15 22 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 leaf_value=-0.049969429170595069 -0.0039508179453224121 0.0083371366389442501 0.00034841672012418928 0.016555264438679967 0.040890126611505415 0.0029085075937275839 0.03319528416636873 0.001796631618229826 0.014656379618546801 0.024033570771156556 -0.014399719798170594 -0.032658894317586978 0.0034884964285778241 -0.015263068563711372 -0.037104818773238887 0.011231582636805987 0.061387981252641048 0.013372530736483654 0.002123850288170563 0.0098097300373648291 -0.016468847237044306 -0.0091196190615275476 -0.044355755405291346 -0.01587506619453059 -0.02652162746660058 0.033434310458737002 leaf_weight=29.960353545844555 160.39249776303768 19.944531366229057 15.529691845178602 11.704330593347551 115.17824706435204 16.234552890062332 91.743201479315758 90.671147152781487 186.36879077553749 19.500160470604897 13.354776650667189 44.533737562596798 24.774808935821056 179.38813278079033 56.495776265859604 21.77128042280674 14.723103463649748 13.687220394611357 26.186613127589226 31.546208411455154 59.450311325490475 9.1188420131802541 45.393438413739204 7.6047246754169455 99.455627106130123 17.73019640147686 leaf_count=284 937 92 109 62 480 72 405 488 917 104 92 313 171 1212 469 144 59 55 151 184 438 66 400 64 840 97 internal_value=-0.000349541 0.0162256 -0.0226256 0.00734631 0.0339089 0.0257006 0.028914 0.0122365 0.0104872 0.000993479 -0.0140638 -0.0198573 -0.010859 -0.0129573 -0.0356763 0.00121942 0.0409587 0.0381314 0.011897 -0.00162416 -0.0129611 -0.0289897 -0.0333748 -0.0407313 -0.0305994 0.0276513 internal_weight=1422.44 815.611 606.832 544.1 271.511 127.922 111.688 306.474 277.04 237.625 367.922 128.633 239.289 204.163 238.91 35.1261 143.589 128.865 45.6868 191.939 74.98 53.6526 208.95 52.9982 155.951 29.4345 internal_count=8705 4103 4602 2940 1163 569 497 1564 1405 1376 2545 926 1619 1383 2057 236 594 535 255 1121 547 379 1773 464 1309 159 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=24 num_cat=0 split_feature=0 0 0 0 5 2 5 2 2 6 1 2 6 2 5 0 1 0 0 0 2 2 0 split_gain=182.812 50.7389 15.4919 13.9034 4.25165 4.25026 3.62163 3.60466 4.13157 7.2731 3.33277 3.19452 2.99641 2.91136 2.40077 2.35664 2.33027 1.56102 1.39102 1.23095 1.28427 0.584079 0.557649 threshold=600.50000000000011 550.50000000000011 622.50000000000011 506.50000000000006 1.0000000180025095e-35 3.3500000000000001 5.5000000000000009 0.95000000000000007 3.2500000000000004 1.5000000000000002 6.5000000000000009 4.4500000000000011 1.0000000180025095e-35 8.4500000000000011 2.5000000000000004 551.50000000000011 3.5000000000000004 642.50000000000011 630.50000000000011 456.50000000000006 7.2500000000000009 3.6500000000000008 677.50000000000011 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 3 7 19 -3 12 16 -2 14 -10 11 18 -6 -8 -9 -7 -5 -13 -4 -1 -21 22 -12 right_child=2 4 10 6 5 15 13 8 9 -11 21 17 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.046417341904372307 -0.012542949860895556 0.024024747958198547 0.045277556469750367 -0.023250863962437182 -0.007410870688368331 0.019921410469400831 -0.030270234046604311 0.039669005800569833 0 0.02484180697026659 0.040045133204949179 0.011943914640813458 0.014067471140312066 -0.0092470535179791837 0.014986135064055548 -0.004657751710509998 -0.010535597264250553 0.031428598028434292 0.031439827441494178 -0.042203356348480513 -0.029132957944819855 0.031596273172200727 0.060948699308102997 leaf_weight=29.955259010195732 10.449542909860609 15.35795736312866 31.516076564788818 48.642089076340199 21.030755802989006 8.9619038403034192 75.226222574710846 25.240933373570442 64.619328230619431 53.710247859358788 22.25217042863369 33.48859840631485 60.34324249625206 23.414123728871346 20.145253822207451 386.55520416796207 161.18440844863653 16.71502710878849 131.10696360468864 35.466529674828053 102.37150464951992 14.78887242078781 16.480410546064377 leaf_count=295 50 87 137 359 120 61 573 117 323 262 92 153 324 183 98 2318 1150 72 550 310 923 64 66 internal_value=-0.000148917 -0.0122974 0.0265167 -0.0239146 -0.00102181 -0.00188747 -0.0174852 0.0147445 0.0165821 0.0114263 0.034112 0.0309099 0.00843321 -0.0254731 0.0293802 -0.00403937 -0.0136033 0.019016 0.0344124 -0.035531 -0.0328118 0.0459528 0.0503754 internal_weight=1409.02 968.509 440.513 476.26 492.249 476.891 308.467 174.165 163.716 118.33 266.348 212.827 81.374 98.6403 45.3862 395.517 209.826 50.2036 162.623 167.793 137.838 53.5215 38.7326 internal_count=8687 6703 1984 3793 2910 2823 2265 850 800 585 1134 912 444 756 215 2379 1509 225 687 1528 1233 222 158 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=27 num_cat=0 split_feature=0 0 0 0 0 3 2 4 2 0 5 6 2 5 2 2 0 2 2 2 3 0 5 2 0 0 split_gain=157.131 29.7725 27.8343 8.30715 6.98979 5.34564 3.90222 3.72242 3.29928 3.27273 3.16826 3.09799 3.00709 2.58478 2.44112 4.26314 3.565 2.11588 2.547 1.95047 6.63861 3.31503 1.75887 1.55391 1.53801 5.41548 threshold=579.50000000000011 516.50000000000011 622.50000000000011 672.50000000000011 546.50000000000011 4.5000000000000009 4.6500000000000012 5.5000000000000009 9.6500000000000004 665.50000000000011 6.5000000000000009 1.0000000180025095e-35 3.5500000000000003 6.5000000000000009 9.4500000000000011 8.9500000000000011 492.50000000000006 0.55000000000000016 1.6500000000000001 5.4500000000000011 4.5000000000000009 583.50000000000011 2.5000000000000004 1.0500000000000003 476.50000000000006 470.50000000000006 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 2 2 left_child=1 14 12 7 5 10 11 9 -7 -4 -3 -6 17 -8 15 22 -17 -2 -19 21 -21 -14 -1 -5 25 -16 right_child=2 4 3 23 6 8 13 -9 -10 -11 -12 -13 19 -15 24 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=-0.010544223849488346 -0.0041770745087856302 0.0042847106373678032 0.029405017980339822 0.059027429973020476 -0.0097256640440101794 -0.02268187355168165 -0.0097882111009991082 0.004527948768677909 0 0.0033373640021534842 -0.028907067821969737 0.010702473149515175 0.025253071832188091 0.0072378969962929862 -0.038264866145773117 -0.023372540972109977 0.018903679680850462 0.034532754157237375 0.013938168934218828 0.021949960998373604 -0.0007799241491029472 -0.00085142112157637201 -0.032674811712802912 0.036265764220029827 -0.047106124007815081 0.013698540300703438 leaf_weight=11.868174560368059 11.526271045207976 40.591446958482265 189.65406069159508 24.959712743759155 25.567913308739662 153.4188594892621 204.17054378986359 19.968472957611084 17.571367561817169 13.610487088561056 7.6759739518165579 59.921247199177742 12.483338236808775 23.937527157366276 27.166177153587341 9.8588829338550585 8.1754419058561307 18.482830569148064 93.52781954407692 62.220163106918335 64.342581257224083 120.92420549690723 106.67289829999208 24.708559796214104 39.420663565397263 5.4042025431990615 leaf_count=99 57 280 812 100 158 1136 1306 88 131 55 58 354 72 163 270 95 71 89 468 322 353 632 956 99 356 51 internal_value=6.90969e-05 -0.015691 0.0178747 0.030064 -0.00937708 -0.0162167 -0.00454276 0.0256871 -0.0203457 0.0277089 -0.00137189 0.00449325 0.00913227 -0.00795588 -0.0316765 -0.0271795 -0.00395864 0.0155618 0.0176562 0.0060099 0.0104397 0.00172376 -0.0306077 0.0487421 -0.0396502 -0.0293427 internal_weight=1397.83 741.421 656.409 272.901 532.855 219.258 313.597 223.233 170.99 203.265 48.2674 85.4892 383.507 228.108 208.566 136.575 18.0343 123.537 112.011 259.97 126.563 133.408 118.541 49.6683 71.991 32.5704 internal_count=8631 5484 3147 1154 3586 1605 1981 955 1267 867 338 512 1993 1469 1898 1221 166 614 557 1379 675 704 1055 199 677 321 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=23 num_cat=0 split_feature=0 0 0 0 1 2 2 2 4 2 2 6 4 1 3 2 2 2 2 2 2 0 split_gain=157.899 37.4389 17.4502 7.61735 3.12659 2.75919 3.44605 2.4242 4.04686 3.39027 1.98739 3.66928 2.24765 1.52162 5.49718 1.69394 1.27474 0.652953 0.544147 0.707199 0.963088 0.465137 threshold=564.50000000000011 614.50000000000011 500.50000000000006 661.50000000000011 6.5000000000000009 4.4500000000000011 4.1500000000000012 5.4500000000000011 5.5000000000000009 4.9500000000000011 2.9500000000000006 1.5000000000000002 5.5000000000000009 4.5000000000000009 5.5000000000000009 9.2500000000000018 2.5500000000000003 1.1500000000000001 5.4500000000000011 7.2500000000000009 9.4500000000000011 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 left_child=2 4 18 10 7 6 16 9 -9 -2 12 -12 -3 15 -15 -7 -4 -5 -1 -20 -21 -19 right_child=1 3 5 17 -6 13 -8 8 -10 -11 11 -13 -14 14 -16 -17 -18 21 19 20 -22 -23 leaf_value=-0.015950555281808842 0.0041837317017434589 0.031210972213300048 0.004025655121082077 0.049341837791764209 0.02675514026069294 -0.020508894188852256 0.01769476976268881 0.013364121060692661 -0.0034116040790159612 -0.01066404946552455 0.011510225242149626 0.027392514359401612 0.0071013838677484635 -0.0035658450649341238 -0.024276439978072311 -0.0081700877115186473 -0.014861468760311698 0.039489248762514223 -0.047280081664991494 -0.026910854577539941 -0.038886094723557141 0.023052857455188598 leaf_weight=6.5703947842121115 234.97694723308086 93.458682298660278 10.514402531087397 30.385854199528694 15.891951918601988 212.74301821738482 12.391420081257818 140.51868005096912 47.140326395630836 44.834829062223434 81.997888475656509 70.961479157209396 12.153037890791891 81.817260302603245 52.86965449154377 35.745983190834522 39.293175280094147 30.570050224661827 21.282746069133282 49.663435749709606 56.4701012596488 13.728997081518171 leaf_count=60 1249 393 69 122 81 1618 84 780 279 250 371 312 53 575 389 283 266 123 203 476 558 55 internal_value=0.000290273 0.014451 -0.0196514 0.0273232 0.00552781 -0.0148136 -0.00483401 0.00473993 0.00912778 0.00175733 0.0230499 0.0190409 0.0285761 -0.0164038 -0.0118514 -0.0187938 -0.0107752 0.041552 -0.0354662 -0.0363016 -0.0336326 0.0351271 internal_weight=1395.98 816.619 579.362 333.256 483.363 445.375 62.199 467.471 187.659 279.812 258.571 152.959 105.612 383.176 134.687 248.489 49.8076 74.6849 133.987 127.416 106.134 44.299 internal_count=8649 4068 4581 1429 2639 3284 419 2558 1059 1499 1129 683 446 2865 964 1901 335 300 1297 1237 1034 178 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=27 num_cat=0 split_feature=0 0 0 0 5 6 4 5 2 5 5 2 4 2 0 4 0 6 0 0 2 2 3 2 6 2 split_gain=139.544 35.1571 24.2387 5.5363 4.57301 5.28432 6.02038 3.4919 3.23626 4.99904 2.60736 2.21288 3.26405 1.91091 3.70897 1.65152 1.62754 1.45818 1.43489 1.29739 0.780859 2.42026 0.611736 2.41505 1.28082 0.575229 threshold=564.50000000000011 616.50000000000011 519.50000000000011 660.50000000000011 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 7.5000000000000009 4.4500000000000011 3.5000000000000004 4.5000000000000009 1.4500000000000002 5.5000000000000009 4.8500000000000005 642.50000000000011 4.5000000000000009 575.50000000000011 1.0000000180025095e-35 456.50000000000006 530.50000000000011 10.850000000000003 11.850000000000003 3.5000000000000004 0.55000000000000016 1.5000000000000002 5.4500000000000011 decision_type=2 2 2 2 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 5 6 -2 8 9 -4 -10 -6 -13 17 -15 -9 -7 -3 -1 -17 25 -22 23 -5 -24 -20 right_child=1 3 7 22 11 16 -8 15 10 -11 -12 12 -14 14 -16 19 -18 -19 20 -21 21 -23 24 -25 -26 -27 leaf_value=-0.044492711693302968 0.013016734068007216 0.01466016138013447 -0.014580705362083633 0.047839727128135529 0.020476622954146588 0.0034956398977155009 -0.022277429863248214 -0.0031860399680513811 -0.0073966112138020047 0.015780367398601263 -0.017577796127026771 0.0030954957454916187 -0.0093725449578602495 0.0066844718452784314 0.03705987859186767 -0.011438685364611949 0.018010077496511578 0.027136171798208222 -0.019303796829890949 -0.040807491368211685 -0.0047994035159855154 -0.03894564140668072 0.056849322052220132 0.019127761560468963 0.033188120594897785 -0.03262579393035988 leaf_weight=26.578660160303116 24.646278604865074 34.81885290145874 23.743394643068314 13.1450879573822 13.170450940728186 24.63384060561657 21.77984544634819 6.3970979601144817 165.36511297523975 28.906397193670273 106.34100767970085 228.42946088314056 67.041513547301292 45.325388893485069 12.410541966557501 6.7650025710463551 121.69943460822105 150.72987557947636 16.162360690534115 16.288938671350479 13.647497050464155 8.1695918515324575 15.879301384091375 22.396734923124313 22.889893025159836 150.87306346744299 leaf_count=287 130 153 155 53 67 139 125 49 1167 193 789 1250 387 206 53 56 621 638 138 127 130 80 64 90 92 1401 internal_value=3.55389e-05 0.0132491 -0.0189567 0.0262426 0.00497297 0.0109971 -0.00355596 -0.0108344 -0.00925509 0.00197872 -0.0114495 0.00117116 0.000227597 0.0223679 0.0138187 -0.0271881 0.015641 0.0249129 -0.0321615 -0.0332311 -0.0301744 -0.0189514 0.0383963 0.0309022 0.0441909 -0.0314891 internal_weight=1388.23 818.997 569.238 317.596 501.401 192.759 46.4261 353.807 324.356 52.6498 271.706 308.641 295.471 243.285 57.7359 29.451 146.333 185.549 215.431 23.0539 188.853 21.8171 74.311 35.5418 38.7692 167.035 internal_count=8640 4068 4572 1349 2719 1015 255 2536 2304 348 1956 1704 1637 1050 259 232 760 791 2036 183 1749 210 299 143 156 1539 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=26 num_cat=0 split_feature=0 0 0 0 0 3 6 5 4 1 4 6 6 3 0 4 0 0 6 6 0 0 4 5 5 split_gain=133.15 35.9242 17.2434 5.80212 4.70104 4.09391 6.6675 3.47708 3.26259 3.17281 3.04643 4.11153 2.83714 2.62875 3.21934 2.08427 1.96921 1.65337 0.941513 0.922129 0.689624 0.687096 2.7174 0.357258 0.45582 threshold=564.50000000000011 622.50000000000011 492.50000000000006 661.50000000000011 598.50000000000011 4.5000000000000009 1.5000000000000002 7.5000000000000009 5.5000000000000009 6.5000000000000009 4.5000000000000009 3.5000000000000004 2.5000000000000004 4.5000000000000009 546.50000000000011 5.5000000000000009 518.50000000000011 499.50000000000006 1.5000000000000002 1.5000000000000002 475.50000000000006 466.50000000000006 7.5000000000000009 1.0000000180025095e-35 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 left_child=2 4 18 9 10 8 -7 13 -6 15 12 -12 -2 16 -15 -3 -4 -9 21 -19 -20 -1 -23 -5 -25 right_child=1 3 7 23 5 6 -8 17 -10 -11 11 -13 -14 14 -16 -17 -18 19 20 -21 -22 22 -24 24 -26 leaf_value=-0.048012805787807401 0.009977141409026653 0.021687107396860011 -0.022858455557033128 0.045518086452161557 0.013719782363544744 -0.0096978617112750201 0.018139223550904381 -0.00066586888607181999 0.03764854611588437 0.037703487270829658 -0.0040628014129047664 0.026635450232576036 -0.0082516486079498904 -0.018900612574746817 -0.0079172645433655958 0.0033540343116489884 -0.002849861641612697 -0.035711196869978916 -0.0070592349441913373 -0.015520673832219962 -0.032713610502640648 -0.038442011449651571 -7.8695993365908768e-05 0.025468943988657695 0.04124312343790984 leaf_weight=32.712849818170071 130.37253664433956 153.28827264904976 13.703167311847208 34.278323233127594 95.872120574116707 46.026031836867332 38.553398936986923 5.4338670074939719 16.873016357421875 30.996023178100586 188.1918573230505 10.5534790456295 24.396918728947639 219.06521941721439 101.59479002654552 18.415607362985611 83.743822000920773 30.943637318909168 6.3766812086105329 10.966798454523085 5.8685809969902039 44.682721771299839 5.4304207861423484 22.419487372040749 17.151734963059425 leaf_count=355 710 649 119 138 451 236 188 51 80 129 1083 60 133 1760 703 81 575 262 67 90 60 456 55 90 69 internal_value=-5.39942e-05 0.0126837 -0.0188542 0.0273589 0.00527076 0.0114377 0.00299623 -0.014814 0.0176443 0.0227175 0.00179185 -0.00228249 0.00703704 -0.0132764 -0.0154717 0.0197806 -0.0059179 -0.0277336 -0.0382223 -0.0310292 -0.0212733 -0.0403847 -0.0344655 0.0395581 0.0332774 internal_weight=1387.91 827.389 560.523 276.549 550.839 197.325 84.5794 465.451 112.745 202.7 353.515 198.745 154.769 418.107 320.66 171.704 97.447 47.3443 95.0713 41.9104 12.2453 82.826 50.1131 73.8495 39.5712 internal_count=8650 4097 4553 1156 2941 955 424 3560 531 859 1986 1143 843 3157 2463 730 694 403 993 352 127 866 511 297 159 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=26 num_cat=0 split_feature=0 0 0 0 3 6 6 0 5 5 0 5 0 0 3 0 0 1 0 0 0 3 0 6 0 split_gain=110.653 27.4075 15.8826 10.1445 2.28545 4.86374 2.25733 1.85921 2.26745 2.08038 1.67187 2.63997 4.72376 3.41406 2.49418 5.40997 2.86574 1.5265 1.83743 1.73113 1.31997 0.787191 0.769805 1.19861 0.341228 threshold=564.50000000000011 609.50000000000011 492.50000000000006 672.50000000000011 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 516.50000000000011 7.5000000000000009 3.5000000000000004 587.50000000000011 3.5000000000000004 600.50000000000011 597.50000000000011 5.5000000000000009 570.50000000000011 576.50000000000011 4.5000000000000009 510.50000000000006 510.50000000000006 625.50000000000011 5.5000000000000009 484.50000000000006 1.5000000000000002 456.50000000000006 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 2 left_child=2 10 22 4 20 -6 -5 17 9 -9 14 13 -13 -12 15 -2 -16 18 -4 -19 -3 -10 23 24 -1 right_child=1 3 7 6 5 -7 -8 8 21 -11 11 12 -14 -15 16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.043070181560010606 0.011299666092462898 0.025912599359715596 -0.01774996070951711 0.054784131610090971 -0.010761874593690244 0.016457166491812305 0.030115258754570041 -0.015556643364682592 -0.015300705562909286 -0.0074621398868481561 0.018257516128948596 -0.010211733177128285 0.017375376824102073 0.0023654332716319722 -0.0011792950138794585 -0.0084636908244639791 0.020389895200500906 -0.016718949426628767 -0.03618224071926255 0.013672654442881569 0.017306285197095376 -0.034204225475247714 -0.046665390394007362 -0.013281229552139694 -0.030197466820896773 leaf_weight=20.369668170809746 46.007612928748131 81.526167407631874 55.483628831803799 22.00050213932991 19.457362577319145 82.43311470746994 27.802734151482582 138.35104984045029 15.574407972395422 202.98835485428572 64.522348701953888 50.072126477956772 21.249163344502449 72.215026766061783 33.511732831597328 129.66883294284344 26.716312199831009 12.812491424381735 20.872337751090527 6.0347996652126303 146.79439036548138 14.183947965502737 21.767538718879223 9.7959324270486814 43.938796401023865 leaf_count=237 267 365 522 89 91 363 112 971 128 1502 339 270 108 361 197 741 153 114 188 52 613 119 230 103 458 internal_value=-0.000525666 0.0111346 -0.0176144 0.0209746 0.017675 0.0111567 0.041975 -0.0137314 -0.0120344 -0.0107935 0.00267253 0.00592902 -0.00179681 0.00997885 -0.000191373 -0.00322494 0.00848358 -0.0201003 -0.0232558 -0.00653721 0.0205007 -0.0252925 -0.0361123 -0.0323658 -0.0349485 internal_weight=1386.15 823.977 562.173 380.014 330.211 101.89 49.8032 466.301 371.098 341.339 443.963 208.059 71.3213 136.737 235.904 175.676 60.228 95.2033 76.356 18.8473 228.321 29.7584 95.8719 74.1044 64.3085 internal_count=8693 4069 4624 1633 1432 454 201 3596 2720 2473 2436 1078 378 700 1358 1008 350 876 710 166 978 247 1028 798 695 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=28 num_cat=0 split_feature=0 0 0 0 2 2 3 0 0 1 5 5 1 5 2 1 2 1 0 6 0 0 2 1 0 0 5 split_gain=109.135 24.39 17.0079 7.37153 4.93303 4.40555 3.32849 3.25285 3.15818 3.04193 3.50587 2.9033 3.04053 2.78725 2.86238 2.48852 2.38262 2.00627 3.73008 2.21099 1.52355 1.64629 1.15121 1.03118 0.906881 3.78072 0.676244 threshold=564.50000000000011 614.50000000000011 517.50000000000011 672.50000000000011 4.8500000000000005 7.3500000000000005 6.5000000000000009 645.50000000000011 665.50000000000011 4.5000000000000009 4.5000000000000009 5.5000000000000009 5.5000000000000009 7.5000000000000009 6.3500000000000005 6.5000000000000009 8.0500000000000025 5.5000000000000009 547.50000000000011 2.5000000000000004 456.50000000000006 479.50000000000006 7.7500000000000009 4.5000000000000009 699.50000000000011 683.50000000000011 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 2 2 2 2 2 left_child=2 5 6 4 8 11 20 -6 -3 16 -11 15 -13 17 -15 -2 -7 19 -19 -4 -1 -22 -16 26 25 -5 -8 right_child=1 3 13 24 7 9 23 -9 -10 10 -12 12 -14 14 22 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.042559718166657948 0.003999208510515914 0.024224185444250614 -0.00665198233280484 0.048256621535279695 0.0014624632377785161 -0.0057295114026999269 -0.04654748067685973 0.027998569687060028 -0.00079994878916430333 -0.0079702116542191403 0.026209324965574689 0.01053305110637153 0.041103993921571894 -0.04266430690734644 0.0058713528259397478 0.025366213045385486 -0.039632340676812483 -0.044998692347198353 -0.0048707907398376979 -0.020928659096645496 -0.0098813801190893377 -0.025367310973848974 -0.019988891956875726 -0.016932600031762828 0.052702249751019531 0.012272077792775667 -0.024292723451618883 leaf_weight=11.760587051510809 369.20816241204739 201.12041951715946 279.07473757117987 17.30454379320145 55.723110899329185 11.429362371563913 37.724424824118614 13.769966527819632 12.968744993209837 29.416600689291954 8.9531159549951536 37.38883438706398 10.175740763545035 12.578506238758566 6.1164104565978041 13.315706580877302 9.8796696513891202 9.9687079787254351 13.535474598407744 29.909394837915897 24.161228239536285 101.25067337602377 9.8785365447401983 6.8075414821505538 15.447698548436163 14.385295525193213 8.9504785537719709 leaf_count=140 1982 847 2041 70 251 69 406 57 52 163 51 211 54 103 53 66 58 72 92 214 252 972 84 65 63 58 101 internal_value=9.29306e-05 0.0116544 -0.0170816 0.0221285 0.0189278 0.00454071 -0.0291513 0.00711408 0.0226884 -0.00805823 0.000341321 0.00631516 0.0178879 -0.0106316 -0.0255291 0.00482023 -0.0227442 -0.00926366 -0.0232359 -0.00811314 -0.0245746 -0.0225252 -0.0100422 -0.0401313 0.0404872 0.0329498 -0.0429838 internal_weight=1372.2 820.487 551.717 330.72 283.582 489.767 190.655 69.4931 214.089 59.6787 38.3697 430.088 47.5646 361.062 28.5735 382.524 21.309 332.488 23.5042 308.984 137.172 125.412 15.9949 53.4824 47.1375 31.6898 46.6749 internal_count=8647 4052 4595 1398 1207 2654 1936 308 899 341 214 2313 265 2659 240 2048 127 2419 164 2255 1364 1224 137 572 191 128 507 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=25 num_cat=0 split_feature=0 0 0 0 0 3 6 0 1 4 0 5 3 1 3 4 6 3 3 4 0 0 5 0 split_gain=99.1152 30.6534 8.53112 8.38221 3.34789 3.31403 5.80238 2.93273 2.88565 4.07751 2.83022 2.04025 2.03012 1.73055 7.22603 2.85837 1.71752 2.54635 1.65068 1.20416 1.18007 1.16654 0.733211 0.261226 threshold=600.50000000000011 519.50000000000011 661.50000000000011 564.50000000000011 610.50000000000011 4.5000000000000009 1.0000000180025095e-35 456.50000000000006 5.5000000000000009 3.5000000000000004 538.50000000000011 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.5000000000000009 2.5000000000000004 1.5000000000000002 3.5000000000000004 6.5000000000000009 5.5000000000000009 511.50000000000006 604.50000000000011 8.5000000000000018 677.50000000000011 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 7 4 5 8 10 -7 22 9 -2 -3 -5 -13 14 -6 -15 17 -4 19 -9 -20 -10 -1 -18 right_child=2 3 16 11 13 6 -8 18 21 -11 -12 12 -14 15 -16 -17 23 -19 20 -21 -22 -23 -24 -25 leaf_value=-0.051440161323606987 -0.024269721563399529 0.011060647842422285 0.026734668229609002 0.018979836567431099 0.044794856686229428 -0.024324168550614662 -0.0083764246087079317 -0.028426428488903688 0.029092520123185712 0.0069511701075498367 -0.0081854813724852992 -0.011334774407007323 0.00054924026196175588 0.0013464498794689326 -0.0034216661528924264 0.018029778355852556 0.017893058364465586 0.058466379962174297 -0.037858535612496101 -0.01758696915636283 -0.011955392712528747 0.008743219478070878 -0.024523610666915514 0.030031966383195094 leaf_weight=16.523924268782142 12.915231600403784 25.773188188672066 16.960728123784065 12.51666249334812 22.069729819893837 86.834026306867599 172.58622051030397 48.959169059991837 13.182987675070764 40.971360385417938 65.033240780234337 39.590749084949493 308.38786454498768 29.787259638309479 11.236647769808767 231.45728230476379 17.186382591724396 15.282602846622465 35.807541698217392 84.069278888404369 7.0223320201039305 18.55045859515667 7.5557518377900115 23.651490807533264 leaf_count=205 65 186 69 67 96 666 1279 476 64 204 452 218 1731 127 52 995 69 62 387 832 65 89 93 96 internal_value=-0.000817493 -0.0103278 0.01826 -0.00543544 0.0151552 -0.0109328 -0.0138066 -0.0275802 0.00626396 -0.000746425 -0.0026075 -6.5325e-05 -0.000817124 0.0176929 0.0287566 0.016159 0.0339209 0.0432315 -0.0249955 -0.0217959 -0.0340952 0.0179802 -0.0445082 0.0255927 internal_weight=1363.91 910.66 453.252 710.722 380.171 350.227 259.42 199.938 85.62 53.8866 90.8064 360.495 347.979 294.551 33.3064 261.245 73.0812 32.2433 175.858 133.028 42.8299 31.7334 24.0797 40.8379 internal_count=8645 6657 1988 4599 1692 2583 1945 2058 422 269 638 2016 1949 1270 148 1122 296 131 1760 1308 452 153 298 165 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=23 num_cat=0 split_feature=0 0 0 2 0 5 6 2 5 2 0 2 2 3 2 0 2 0 0 2 2 2 split_gain=90.14 25.0776 14.0834 4.3274 3.19268 3.1002 3.72635 2.77451 2.31623 2.40191 2.31149 1.82761 2.7207 1.62278 1.46401 1.20932 3.21094 1.16923 1.17093 0.667158 0.188772 2.26701 threshold=579.50000000000011 516.50000000000011 622.50000000000011 1.7500000000000002 667.50000000000011 8.5000000000000018 1.0000000180025095e-35 8.6500000000000004 1.0000000180025095e-35 4.8500000000000005 492.50000000000006 2.2500000000000004 0.95000000000000007 5.5000000000000009 4.4500000000000011 682.50000000000011 0.35000000000000003 495.50000000000006 500.50000000000006 2.4500000000000006 12.15 11.15 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 10 7 -3 8 6 -5 11 19 -10 20 12 -2 -7 -13 -6 -17 -12 -19 -4 21 -1 right_child=2 3 4 5 15 13 -8 -9 9 -11 17 14 -14 -15 -16 16 -18 18 -20 -21 -22 -23 leaf_value=-0.036371805171439217 -0.0014828143728572423 0.024189859971096284 0.012561595292250483 -0.014145897719543216 0.040102074885973248 -0.012783205500136533 -0.0047562950933159008 0.029255744068742501 0.02324785206709027 0.0087219356878912527 -0.0058157234921087072 1.4224358537598317e-05 0.022884067211404069 -0.044995575097348611 0.0067340748652006052 0.042274879473455533 0.01010580078168063 -0.038142000721689662 -0.021347551784237209 -0.0003287289334684948 -0.048878506685691603 -0.0075346574628035127 leaf_weight=73.164030179381371 17.1111169308424 9.252469174563883 18.511496841907501 156.87599766999483 25.910521358251572 10.209844693541529 333.30076626688242 11.534603536128996 138.19592437148094 39.402776375412941 10.087693542242048 145.18738155066967 30.918331727385521 7.7663860321044913 186.87945659458637 12.806099742650984 21.014312908053398 16.113249190151691 62.898835420608521 19.072018548846245 8.8276025280356389 8.6605450659990293 leaf_count=838 82 55 75 1130 105 84 2284 61 571 170 100 726 146 68 979 53 85 162 604 80 108 103 internal_value=-0.0010224 -0.0135858 0.0121112 -0.00795337 0.0207753 -0.00859482 -0.0077942 0.00597902 0.0177253 0.0201199 -0.0296369 0.00518462 0.0142479 -0.0286014 0.00381988 0.031208 0.0232945 -0.0232109 -0.0252689 0.00605174 -0.0355761 -0.0335078 internal_weight=1363.7 697.157 666.544 517.405 274.913 508.153 490.177 391.631 215.182 177.599 179.752 380.096 48.0294 17.9762 332.067 59.7309 33.8204 89.0998 79.0121 37.5835 90.6522 81.8246 internal_count=8669 5536 3133 3621 1139 3566 3414 1994 896 741 1915 1933 228 152 1705 243 138 866 766 155 1049 941 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=26 num_cat=0 split_feature=0 0 0 5 6 4 0 0 0 4 0 0 0 2 0 5 5 6 2 6 4 1 2 5 0 split_gain=79.6999 20.8815 11.6319 4.59117 3.3155 5.43422 3.05297 2.60022 2.47881 2.27388 4.02884 1.95344 1.91168 3.49316 2.42258 1.7888 5.28523 4.84765 3.09392 2.83262 2.65822 1.95896 1.43024 0.696581 1.14391 threshold=579.50000000000011 516.50000000000011 614.50000000000011 8.5000000000000018 1.0000000180025095e-35 5.5000000000000009 536.50000000000011 661.50000000000011 464.50000000000006 5.5000000000000009 477.50000000000006 491.50000000000006 625.50000000000011 2.4500000000000006 631.50000000000011 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.9500000000000006 1.5000000000000002 4.5000000000000009 4.5000000000000009 11.750000000000002 1.5000000000000002 671.50000000000011 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 8 15 4 5 -3 -6 12 22 11 -11 -10 13 -4 -14 16 17 -2 -18 21 -21 -17 -1 24 -9 right_child=2 3 7 -5 6 -7 -8 23 9 10 -12 -13 14 -15 -16 19 18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.046370327943702022 -0.022461069709685366 -0.004850614433717957 0.043173194961498906 -0.032121908942990246 -0.01199544366169107 -0.023888021338803633 -0.00072360403316662296 0.0089046535264189243 -0.04834658716946047 0.0030413312849757808 -0.02343751280133291 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-0.0120198 -0.00330426 0.0185652 -0.0268984 -0.0237806 -0.0186503 -0.0324257 0.016165 0.0226641 0.013156 0.00528962 0.00951827 -0.000281126 0.0189216 0.00200929 -0.00521317 0.00722829 -0.040339 0.0273851 0.023305 internal_weight=1362.62 698.426 664.19 521.003 504.236 161.72 342.516 337.266 177.423 146.566 94.3258 52.2398 267.791 82.1538 185.637 326.924 141.322 69.4182 71.9034 185.602 77.4558 108.146 30.8574 69.4751 52.2659 internal_count=8704 5590 3114 3658 3514 1174 2340 1415 1932 1541 996 545 1132 360 772 1699 717 350 367 982 404 578 391 283 213 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=27 num_cat=0 split_feature=1 2 2 3 2 5 5 3 2 1 4 5 6 2 2 5 2 1 2 2 2 4 2 5 2 2 split_gain=40.9989 14.6376 13.7667 8.00212 5.78024 4.93759 4.82715 4.03662 4.14694 3.87645 2.80631 3.06047 2.60935 2.46402 2.2861 2.17777 2.05481 1.93284 2.60103 1.89131 1.35574 1.32957 1.76628 1.16794 0.801309 0.460475 threshold=4.5000000000000009 3.8500000000000001 5.9500000000000011 5.5000000000000009 3.9500000000000006 3.5000000000000004 6.5000000000000009 5.5000000000000009 8.5500000000000025 6.5000000000000009 4.5000000000000009 3.5000000000000004 1.5000000000000002 8.3500000000000032 6.1500000000000012 5.5000000000000009 6.6500000000000012 3.5000000000000004 7.2500000000000009 4.6500000000000012 3.9500000000000006 3.5000000000000004 1.9500000000000002 7.5000000000000009 4.4500000000000011 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 2 left_child=2 9 6 5 -3 13 15 8 -6 10 11 -2 -12 -4 -7 19 -9 25 -19 -1 -8 -11 -23 -22 -17 -5 right_child=1 4 3 17 7 14 20 16 -10 21 12 -13 -14 -15 -16 24 -18 18 -20 -21 23 22 -24 -25 -26 -27 leaf_value=0.0038593559526809446 0.019526406120532115 -0.03403647499461971 0.0075417153658557338 -0.03619877896737983 0.0062016865877502327 0.01191243095275419 -0.0039089906435222444 -0.012355463263844256 -0.014088579889083273 0.036655021206239667 -0.0015280976532820369 0.0022792719982998103 0.014300339682386488 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-0.00118847 0.00208378 0.00466571 0.0149417 0.0124495 0.0163382 0.00573719 0.00132481 -0.0162041 0.0013655 -0.00625325 -0.0254317 -0.0194983 -0.000393475 -0.0222464 0.0274091 0.0187694 -0.0305171 0.0166976 -0.0314528 internal_weight=1354.36 805.459 548.906 328.024 477.166 169.472 220.882 466.83 357.236 328.293 275.601 173.124 102.477 63.1992 106.273 197.612 109.594 158.552 82.4097 177.856 23.2694 52.6926 29.0852 15.3908 19.7564 76.1427 internal_count=8667 4324 4343 2940 2820 1366 1403 2770 2007 1504 1283 778 505 449 917 1217 763 1574 750 1070 186 221 123 131 147 824 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=23 num_cat=0 split_feature=0 0 3 0 2 2 0 0 2 2 3 4 2 2 0 5 5 5 0 3 2 2 split_gain=69.0673 21.2474 9.11379 5.2936 4.50282 4.55839 4.26983 3.74941 3.65543 3.23127 2.80958 2.70865 3.16123 2.61435 2.99002 2.59215 2.07922 2.02449 1.97052 1.56158 1.43802 0.793374 threshold=546.50000000000011 599.50000000000011 4.5000000000000009 672.50000000000011 1.5500000000000003 9.2500000000000018 508.50000000000006 682.50000000000011 7.3500000000000005 0.35000000000000003 6.5000000000000009 4.5000000000000009 7.2500000000000009 4.8500000000000005 542.50000000000011 4.5000000000000009 5.5000000000000009 7.5000000000000009 614.50000000000011 7.5000000000000009 9.6500000000000004 8.7500000000000018 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 4 11 16 -2 8 19 -5 -6 -9 17 12 -1 -13 -15 -12 18 -8 -3 21 -7 -4 right_child=1 3 6 7 5 20 10 9 -10 -11 15 13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.004675903879321589 0.025725800042287417 0.0062164708174525319 -0.032094563392103849 0.049784430191641429 -0.00032705399503072784 0.038039059575462331 -0.01747850873391632 0.037945057630335413 -0.012488499032158639 0.0051868370590984515 0.011643452476064435 0.017218355212674268 0.038075323963507435 -0.017948639724291799 0.017376856135521753 -0.016774713179969106 0.030376242356711377 -0.036390135421729683 0.014029312136923848 -0.049412402630859546 0.0091668872340845333 -0.021893040808106279 leaf_weight=8.2895645052194578 15.009878203272818 119.64918196201324 54.856130175292492 15.891378119587896 402.58355225622654 7.5138728916645077 140.86457154154778 12.335583820939066 72.211805120110512 19.140614911913872 14.71586572378874 8.0602265894412977 7.265574298799037 35.544165879487991 6.195648565888404 15.292161561548708 15.440696612000464 16.75713112950325 285.3368483632803 10.190905086696146 11.805254735052584 57.853694334626198 leaf_count=61 77 577 618 66 2413 48 1155 52 467 78 120 57 57 313 46 138 72 161 1198 130 80 689 internal_value=-0.000302154 0.00670276 -0.0184905 0.0143836 -0.000359105 -0.00121195 -0.0220531 0.0302147 -0.00220956 0.0189519 -0.0170762 -0.0014106 0.0160843 -0.00718263 -0.0123042 -0.0027512 0.0125206 -0.0197373 0.0117544 -0.0294117 0.0219618 -0.0271407 internal_weight=1352.8 976.919 375.886 467.794 509.124 494.114 310.53 47.3676 474.795 31.4762 187.63 65.3552 15.5551 49.8 41.7398 30.008 420.427 157.622 404.986 122.901 19.3191 112.71 internal_count=8673 5128 3545 2043 3085 3008 3011 196 2880 130 1574 534 118 416 359 258 1847 1316 1775 1437 128 1307 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=24 num_cat=0 split_feature=0 0 0 5 5 0 1 6 0 6 0 1 6 6 3 2 6 1 6 0 3 2 2 split_gain=61.399 13.0312 10.4249 3.13477 3.46472 3.05855 4.55528 4.64961 3.2827 3.00059 3.55358 2.55134 2.36352 2.28585 2.13206 2.07899 1.50452 1.24776 1.1455 1.45804 1.01996 1.17097 0.839926 threshold=568.50000000000011 500.50000000000006 605.50000000000011 1.0000000180025095e-35 1.5000000000000002 535.50000000000011 3.5000000000000004 2.5000000000000004 550.50000000000011 3.5000000000000004 670.50000000000011 5.5000000000000009 2.5000000000000004 2.5000000000000004 4.5000000000000009 5.5500000000000007 1.5000000000000002 5.5000000000000009 1.5000000000000002 481.50000000000006 6.5000000000000009 9.3500000000000032 10.250000000000002 decision_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 18 3 -2 14 11 8 -8 -7 10 13 12 -3 -4 -5 -6 -12 -11 20 -20 21 -1 -22 right_child=2 5 9 4 15 6 7 -9 -10 17 16 -13 -14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 leaf_value=-0.01768118370643092 0.024440780059803682 -0.0097262370847627701 0.014174462631867829 0.0011249869971300577 0.0014858321771582339 -0.0031766088480244927 -0.0095364129916186979 0.012132141855292156 0.025463405251768531 0.042127338292300143 0.036643522481018841 -0.042538415745704328 -0.032773214072575003 0.0024246032790394521 -0.020112418730447328 0.009985291837864653 0.016590995919926462 0.019686565108864598 0.0018826444165639137 -0.025913398270214862 -0.044674652302102914 -0.033810651512600917 -0.021432925211813298 leaf_weight=35.146266244351864 17.004777729511261 158.21492060273886 287.44352602958679 22.267468258738518 181.45142330229282 18.862397812306881 207.1874577626586 27.040360078215599 19.23701523989439 13.862101197242735 23.174733877182007 6.2165167182683936 11.496161431074141 50.103882223367691 22.98935367166996 120.57034270465374 22.288232535123825 19.077374264597893 7.7892969399690655 9.4687267839908582 20.14990966767073 23.144412383437157 9.8651120811700803 leaf_count=409 89 1426 1241 116 977 145 1478 186 130 59 97 52 101 213 124 682 92 79 95 106 264 287 131 internal_value=0.00122378 -0.011492 0.0102591 0.00404823 0.00296802 -0.00771955 -0.00434631 -0.0069727 0.0114377 0.0156638 0.0143216 -0.0128588 -0.0114996 0.0124575 -0.00975658 0.00491716 0.027489 0.0302408 -0.0272411 -0.013678 -0.029653 -0.024632 -0.0381343 internal_weight=1334.05 553.819 780.233 364.283 347.279 448.255 272.327 234.228 38.0994 415.95 383.01 175.928 169.711 337.547 45.2568 302.022 45.463 32.9395 105.564 17.258 88.3057 58.2907 30.015 internal_count=8579 4810 3769 1988 1899 3518 1939 1664 275 1781 1643 1579 1527 1454 240 1659 189 138 1292 201 1091 696 395 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=23 num_cat=0 split_feature=0 0 0 2 2 3 0 5 2 2 2 2 6 2 5 2 5 5 6 3 2 2 split_gain=54.2927 24.3936 8.9788 6.7727 6.65987 4.48582 8.21562 5.37812 3.01371 4.29567 8.29737 3.44454 2.33962 4.94651 2.1106 2.06966 1.95105 1.71478 1.3203 1.97518 1.27488 2.35411 threshold=587.50000000000011 500.50000000000006 622.50000000000011 0.35000000000000003 1.2500000000000002 4.5000000000000009 582.50000000000011 7.5000000000000009 1.8500000000000003 5.4500000000000011 5.6500000000000012 1.3500000000000003 1.5000000000000002 5.4500000000000011 1.5000000000000002 5.6500000000000012 1.0000000180025095e-35 6.5000000000000009 1.5000000000000002 6.5000000000000009 7.3500000000000005 9.4500000000000011 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 17 8 14 -3 6 -6 -7 11 16 -11 -2 13 -5 -4 -14 -10 20 19 -19 -1 -22 right_child=2 4 3 12 5 7 -8 -9 9 10 -12 -13 15 -15 -16 -17 -18 18 -20 -21 21 -23 leaf_value=-0.05131569574264238 0.0074903762835337537 0.038728482359632756 0.027292761245601784 0.013890971264357718 0.0045684903712119758 -0.0065771164012877539 -0.030151850023177742 -0.027502596109512417 -0.018575637871926794 0.053815507323537709 0.0074190919957417478 0.041809949632599777 0.017026842974216586 -0.01522108063960401 0.055107710781915675 0.037604249667330565 0.0011959946842959163 -0.015379380569676438 0.00028162691586170146 -0.040238092234609772 -0.017508391593509001 -0.042085551432344923 leaf_weight=14.750460334122179 21.331574618816376 7.6260202676057807 26.182209610939026 94.417815163731575 167.9149955958128 420.48624726384878 17.939372986555099 32.510600462555885 12.423939406871794 9.9565943628549558 89.01302196085453 11.02188156545162 109.90799154341221 16.216987267136574 12.631951183080671 14.494577735662459 174.98822700977325 24.494161643087864 5.3210470378398886 13.886821903288363 21.888989098370075 23.332025490701199 leaf_count=177 99 42 109 391 1138 3082 100 301 59 49 440 50 448 70 52 61 861 301 64 192 265 295 internal_value=0.000405293 -0.00852217 0.0117102 0.0183465 -0.00487908 -0.00546715 0.00104696 -0.00814718 0.0059533 0.00425765 0.0126283 0.020235 0.0149953 0.00948078 0.0376274 0.019745 -0.000179804 -0.030928 -0.0221315 -0.025294 -0.0367881 -0.0309335 internal_weight=1342.74 750.151 592.587 273.852 646.477 638.851 185.854 452.997 318.735 286.382 98.9696 32.3535 235.037 110.635 38.8142 124.403 187.412 103.674 43.702 38.381 59.9715 45.221 internal_count=8646 5957 2689 1131 4663 4621 1238 3383 1558 1409 489 149 970 461 161 509 920 1294 557 493 737 560 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=22 num_cat=0 split_feature=0 0 0 4 2 0 2 1 0 0 5 4 0 2 0 5 0 0 5 0 0 split_gain=59.8604 15.6468 10.0206 5.65527 4.49672 6.04543 4.5719 4.09149 8.68937 4.33983 3.73111 2.75979 2.72863 2.49253 2.60416 2.31938 1.58371 1.6408 1.03621 0.263798 0.699604 threshold=550.50000000000011 622.50000000000011 492.50000000000006 5.5000000000000009 7.3500000000000005 587.50000000000011 8.0500000000000025 3.5000000000000004 557.50000000000011 575.50000000000011 4.5000000000000009 4.5000000000000009 496.50000000000006 3.3500000000000001 535.50000000000011 7.5000000000000009 625.50000000000011 667.50000000000011 9.5000000000000018 484.50000000000006 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 left_child=2 4 18 16 7 11 -7 8 -2 -9 13 -6 -12 -4 -15 -14 -3 -18 19 20 -1 right_child=1 3 10 -5 5 6 -8 9 -10 -11 12 -13 15 14 -16 -17 17 -19 -20 -21 -22 leaf_value=-0.035006656042033228 0.06628830336727709 0.033046547134870805 -0.033608195544262323 -0.0064164284741182465 -0.0012251901508717857 -0.0058701871642042394 0.035515215299596815 -0.0031398543594585689 0.0067534939797905995 0.0065815862869775359 0.010702512742069419 -0.022216795595640083 -0.015473970763217352 -0.010265023097642184 0.0033077646792233858 -0.03128127884825762 0.015409335219778992 0.025810530659406777 -0.011564885632674968 -0.044392139408661983 -0.018573738134566694 leaf_weight=38.063102047890425 7.2786189615726462 20.858834400773048 7.0704005882143965 22.404000461101532 25.23099759221077 13.493806049227716 11.460080176591871 162.44426352530718 25.645858064293861 381.99415045976639 7.3027035593986502 43.242666125297546 117.28899206221104 86.82816306501627 57.756421931087971 31.347004495561123 176.87592624127865 54.933317109942436 7.3692051842808715 14.728192023932932 14.496972933411596 leaf_count=515 49 86 51 95 159 68 57 1042 149 1931 81 298 1032 775 426 318 725 229 98 194 186 internal_value=0.000472714 0.00722431 -0.016196 0.0172484 0.00308671 -0.00701731 0.0135795 0.00473966 0.0216283 0.00367139 -0.0121092 -0.0146828 -0.0175444 -0.00640947 -0.00482335 -0.0190279 0.0193835 0.0179959 -0.032585 -0.0346108 -0.0309989 internal_weight=1328.11 945.863 382.251 275.072 670.79 93.4275 24.9539 577.363 32.9245 544.438 307.594 68.4737 155.939 151.655 144.585 148.636 252.668 231.809 74.6575 67.2883 52.5601 internal_count=8564 4888 3676 1135 3753 582 125 3171 198 2973 2683 457 1431 1252 1201 1350 1040 954 993 895 701 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=26 num_cat=0 split_feature=0 0 0 1 2 0 2 2 2 5 0 3 6 0 5 0 2 0 3 0 2 2 6 0 5 split_gain=49.3968 12.6658 11.1347 3.14733 4.07112 5.00873 2.91937 3.03035 5.1114 2.71212 2.45698 3.71211 2.44816 3.7145 3.69143 2.3985 2.20498 2.02555 2.34403 1.6767 1.65848 1.49808 1.3821 0.33478 0.220923 threshold=564.50000000000011 517.50000000000011 636.50000000000011 5.5000000000000009 1.6500000000000001 653.50000000000011 9.2500000000000018 3.3500000000000001 5.4500000000000011 7.5000000000000009 654.50000000000011 3.5000000000000004 1.0000000180025095e-35 560.50000000000011 6.5000000000000009 456.50000000000006 1.0500000000000003 481.50000000000006 6.5000000000000009 492.50000000000006 6.3500000000000005 2.5500000000000003 1.0000000180025095e-35 542.50000000000011 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 2 2 2 left_child=1 15 6 4 -4 -6 7 16 -9 12 11 -5 14 -14 -3 24 -2 18 -17 -19 23 -12 -22 -11 -1 right_child=2 9 3 10 5 -7 -8 8 -10 20 21 -13 13 -15 -16 17 -18 19 -20 -21 22 -23 -24 -25 -26 leaf_value=-0.045928991889296132 -0.0019347173419733206 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5.6164885535836211 leaf_count=201 140 775 73 70 117 58 66 1199 1193 51 195 138 1411 147 71 281 683 303 164 921 58 108 86 51 84 internal_value=0.000540882 -0.0117808 0.00805841 0.0188583 0.00914519 0.000463543 0.00492315 0.00442702 0.00223755 -0.00627035 0.0234307 0.0143472 -0.00492917 -0.00173154 -0.0110525 -0.0232646 0.0099628 -0.0207303 -0.0095752 -0.0241189 -0.0215307 0.0293928 -0.00922051 -0.0356121 -0.0405467 internal_weight=1331.37 504.021 827.352 184.658 60.4139 42.6124 642.695 630.922 453.762 341.93 124.244 50.9159 315.824 208.857 106.967 162.091 177.161 143.532 34.6772 108.855 26.1062 73.3278 15.0015 11.1047 18.5594 internal_count=8644 4604 4040 759 248 175 3281 3215 2392 2650 511 208 2404 1558 846 1954 823 1669 445 1224 246 303 144 102 285 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=25 num_cat=0 split_feature=0 0 0 3 6 5 5 0 6 3 0 0 5 0 1 5 0 2 5 2 0 0 1 5 split_gain=40.8903 11.1433 8.18324 4.43887 6.98367 5.325 3.78935 3.54787 4.00833 3.23016 3.06851 2.44988 2.90881 2.57063 2.4385 2.94472 2.41421 2.07616 2.04871 1.69069 1.37093 1.82457 1.18221 0.887266 threshold=550.50000000000011 600.50000000000011 517.50000000000011 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 525.50000000000011 1.0000000180025095e-35 6.5000000000000009 624.50000000000011 667.50000000000011 4.5000000000000009 682.50000000000011 6.5000000000000009 1.0000000180025095e-35 597.50000000000011 4.0500000000000007 7.5000000000000009 4.8500000000000005 456.50000000000006 481.50000000000006 4.5000000000000009 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 2 left_child=2 14 9 11 10 -6 17 18 -9 20 -5 12 -3 -13 15 -2 -17 -4 -8 -19 -1 -22 23 -11 right_child=1 3 6 4 5 -7 7 8 -10 22 -12 13 -14 -15 -16 16 -18 19 -20 -21 21 -23 -24 -25 leaf_value=-0.037081552487469478 0.020391801511200843 0.010450974723519307 -0.020416688355613343 -0.030121560259728238 -0.0049142214680945248 0.017009292203862061 0.0091992599194990546 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0.00530656 -0.0139484 0.010838 0.00369773 0.00927238 -0.00764592 -0.0145229 -0.0196658 -0.0224528 -0.0168374 0.0142158 0.0121495 0.0243436 2.02471e-05 -0.000546907 -0.00128974 -0.00144543 0.00153105 0.000792396 -0.0178302 -0.0159801 -0.0342414 -0.0374942 internal_weight=1340.28 953.575 386.701 465.007 150.48 118.974 223.532 104.966 79.5638 163.169 31.5058 314.527 263.468 51.0592 488.568 476.755 461.557 118.566 25.4018 106.677 119.318 110.763 43.8512 38.0404 internal_count=8723 4916 3807 2011 676 526 1805 896 663 2002 150 1335 1120 215 2905 2845 2762 909 233 825 1407 1273 595 527 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=21 num_cat=0 split_feature=0 0 0 0 0 2 1 4 2 2 5 0 0 0 0 0 5 5 0 0 split_gain=34.5397 16.1473 7.65434 3.61042 4.43539 3.76556 3.18834 2.21741 3.14741 3.98816 1.93511 2.20794 2.80098 1.81446 3.05857 2.2943 1.53032 0.976317 1.18814 0.468197 threshold=550.50000000000011 643.50000000000011 492.50000000000006 640.50000000000011 587.50000000000011 7.3500000000000005 6.5000000000000009 6.5000000000000009 11.050000000000002 9.2500000000000018 4.5000000000000009 462.50000000000006 468.50000000000006 701.50000000000011 683.50000000000011 672.50000000000011 8.5000000000000018 6.5000000000000009 521.50000000000011 513.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 10 4 5 -2 -6 8 9 -4 -1 16 -13 14 15 -3 -12 18 -9 -19 right_child=1 13 7 -5 6 -7 -8 17 -10 -11 11 12 -14 -15 -16 -17 -18 19 -20 -21 leaf_value=-0.042196059444511783 0.0019652254675001364 0.018657270312767926 -0.0076014644982111291 -0.018912707086983612 0.005775991187756388 -0.010938544699913825 0.023016351797953364 -0.022135441315481931 -0.034605388719511014 0.011750089034284011 -0.045394454590773847 0.015151254210299598 -0.019572334529432033 0.039627637236788422 -0.0012722376128291957 0.039751981622738401 -0.011705870261414992 -0.012512285842227924 -0.0055584422217958892 -0.037743876223531675 leaf_weight=16.355638913810253 287.21534655243158 99.085547477006912 210.20357605814934 17.226151570677757 406.40334016084671 69.285680018365383 28.160494774580002 20.007985286414623 8.5654174685478193 29.377583965659142 12.163211494684221 6.1574479267001143 30.851130716502666 12.652951166033743 15.600218936800955 15.8879217505455 6.3355559073388568 5.0708730071783048 26.391868598759174 7.5954411178827286 leaf_count=230 1758 400 1827 71 1908 465 122 213 85 272 195 80 419 55 65 68 97 58 207 76 internal_value=0.000734364 0.00582222 -0.0120052 0.00306096 0.00356904 -0.000552208 0.00695495 -0.00849152 -0.00633977 -0.00516881 -0.026635 -0.0212957 -0.0134169 0.0212413 0.019134 0.021933 -0.0353051 -0.0171921 -0.0131283 -0.0296631 internal_weight=1330.59 951.518 379.076 808.291 791.065 356.501 434.564 307.213 248.147 239.581 71.863 55.5073 37.0086 143.227 130.574 114.973 18.4988 59.0662 46.3999 12.6663 internal_count=8671 4912 3759 4324 4253 2223 2030 2738 2184 2099 1021 791 499 588 533 468 292 554 420 134 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=25 num_cat=0 split_feature=0 0 0 5 0 6 5 5 4 2 2 2 2 5 3 2 6 0 2 0 2 2 2 5 split_gain=46.1398 9.83069 9.08741 3.67942 3.18744 5.48711 2.88973 3.95301 3.72462 2.70545 3.77727 3.06263 2.66714 4.79711 2.62615 2.5933 2.20333 4.03791 3.71202 1.55487 1.24637 6.16394 2.7853 0.710579 threshold=553.50000000000011 612.50000000000011 516.50000000000011 8.5000000000000018 530.50000000000011 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 5.5000000000000009 6.5500000000000007 6.1500000000000012 7.4500000000000011 6.0500000000000007 2.5000000000000004 5.5000000000000009 7.0500000000000007 2.5000000000000004 617.50000000000011 2.4500000000000006 458.50000000000006 8.7500000000000018 9.4500000000000011 8.1500000000000004 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 2 left_child=2 6 19 4 15 -6 7 8 -2 10 -8 -11 16 -14 -9 -4 17 -3 -18 23 22 -22 -21 -1 right_child=1 12 3 -5 5 -7 9 14 -10 11 -12 -13 13 -15 -16 -17 18 -19 -20 20 21 -23 -24 -25 leaf_value=-0.045660817918904154 0.0050479671534663303 0.034284473805739832 0.010248660500199848 -0.037074398061525335 -0.02428472662477138 -0.0046673708760753274 0.0063231959154808337 -0.01379706600215741 -0.0077736450116112146 0.032737150330012697 -0.026078659731453992 0.0055794271870071828 -0.016796679033339049 0.02015475088707086 0.0047481268795055145 -0.007844022410543704 0.017767706792452827 0.013508021546513461 -0.0042551979128772222 -0.02117314510429472 0.010061210001891446 -0.026427254003515224 -0.047239821805866521 -0.018546689680262414 leaf_weight=13.021201662719252 254.22158117592335 26.284297570586205 37.771059818565845 10.066702395677565 53.413416676223278 107.75226601958275 88.705566145479679 74.536292552947998 71.625408954918385 18.875893346965313 8.9718420505523664 23.922288335859776 19.666439026594162 14.254559144377707 24.504450313746929 39.374305173754692 34.202049195766449 223.71150048077106 40.678205087780952 63.804573003202677 15.882753409445284 36.411725543439388 13.173633329570292 6.3469743281602851 leaf_count=221 1368 118 318 105 435 813 519 426 420 119 58 155 85 62 147 345 141 929 169 757 193 468 162 98 internal_value=-0.000398391 0.00572212 -0.0146366 -0.0086962 -0.00732665 -0.0113094 0.00159723 -0.000451515 0.00219915 0.00778866 0.00306224 0.0181453 0.0121854 -0.000992976 -0.00915708 0.000968125 0.0135755 0.0158402 0.0058396 -0.024405 -0.0219962 -0.0152704 -0.0262468 -0.0383678 internal_weight=1321.18 924.16 397.019 248.378 238.311 161.166 565.363 424.888 325.847 140.476 97.6774 42.7982 358.797 33.921 99.0407 77.1454 324.876 249.996 74.8803 148.641 129.273 52.2945 76.9782 19.3682 internal_count=8631 4716 3915 2016 1911 1248 3212 2361 1788 851 577 274 1504 147 573 663 1357 1047 310 1899 1580 661 919 319 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=26 num_cat=0 split_feature=1 2 5 6 6 3 2 2 5 1 3 2 4 5 2 4 5 2 1 2 5 2 2 2 2 split_gain=18.8173 7.85179 7.62784 5.41715 4.64069 3.86394 3.76568 3.58313 3.54232 3.48434 3.27806 2.47979 2.87071 2.43962 2.38594 2.1027 1.93846 6.42619 1.77543 1.4418 2.08096 1.41323 1.27967 0.736657 0.508572 threshold=4.5000000000000009 4.6500000000000012 2.5000000000000004 3.5000000000000004 1.5000000000000002 4.5000000000000009 7.3500000000000005 3.1500000000000008 8.5000000000000018 6.5000000000000009 4.5000000000000009 2.4500000000000006 4.5000000000000009 6.5000000000000009 2.3500000000000001 5.5000000000000009 1.0000000180025095e-35 4.8500000000000005 6.5000000000000009 3.8500000000000001 3.5000000000000004 0.35000000000000003 5.4500000000000011 8.7500000000000018 4.9500000000000011 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=1 5 7 9 8 19 22 15 13 14 -8 -7 -13 -3 -4 21 17 -9 -18 20 -1 -2 -6 -10 -5 right_child=2 4 3 24 6 11 10 16 23 -11 -12 12 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.016629033402716983 0.026403323838628132 -0.014944908529761059 0.0086645090284612949 0.030830025669975305 -0.0060402019069890752 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253 462 2067 64 945 88 67 88 67 503 356 151 62 internal_value=-0.000355862 -0.00782475 0.0044015 -0.00040316 -0.01126 0.00321941 -0.00257225 0.00930033 -0.0146885 -0.00182197 -0.0136437 -0.00408742 0.000942839 -0.0128874 -0.00290908 0.0149756 0.00528198 0.0155992 0.00323796 0.0138756 0.00748944 0.016728 0.00486319 -0.0334521 0.0230779 internal_weight=1321.51 514.373 807.141 407.435 392.667 121.705 112.02 399.706 280.647 385.29 44.9405 72.2864 55.8861 257.849 367.201 164.046 235.66 37.4671 198.193 49.4187 33.8802 149.632 67.0795 22.7983 22.1453 internal_count=8635 4304 4331 2444 3591 713 893 1887 2698 2328 416 455 366 2400 2245 702 1185 173 1012 258 170 638 477 298 116 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=26 num_cat=0 split_feature=0 0 1 0 1 2 2 1 2 0 5 2 0 0 2 2 0 0 0 5 5 0 5 0 0 split_gain=34.8771 9.13082 7.67327 6.89096 5.24717 4.30157 3.00399 2.73411 3.46196 6.6408 3.18881 5.29089 4.78444 4.83555 2.54634 2.53873 2.12665 2.0394 2.7458 1.98731 1.87476 1.40859 1.3665 0.936697 0.641865 threshold=546.50000000000011 588.50000000000011 3.5000000000000004 554.50000000000011 6.5000000000000009 6.1500000000000012 3.3500000000000001 3.5000000000000004 8.5500000000000025 523.50000000000011 5.5000000000000009 4.5500000000000007 481.50000000000006 496.50000000000006 3.0500000000000003 1.5500000000000003 592.50000000000011 526.50000000000011 491.50000000000006 8.5000000000000018 2.5000000000000004 489.50000000000006 1.0000000180025095e-35 651.50000000000011 536.50000000000011 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=7 2 3 -2 6 -5 14 8 17 19 12 -12 -9 -14 -3 -4 -8 18 -1 -10 -17 -13 -6 -24 -19 right_child=1 4 15 5 22 -7 16 10 9 -11 11 21 13 -15 -16 20 -18 24 -20 -21 -22 -23 23 -25 -26 leaf_value=-0.039434535904839585 0.055640862967565853 0.0086660459308727268 0.02051545525926364 0.024101752431443697 0.0092943617148567147 -0.014714210940465836 0.014795337475527554 0.030211238085450044 -0.023601097889482447 0.029843500327290953 0.016023924106661497 -0.039251507740823678 -0.043161138182787287 -0.0062705677644141495 0.025606684325605422 0.00080296260832734699 0.0015317321684846475 -0.052302885424592729 -0.011763116566893821 0.0036298761046966569 -0.0071491809083250911 -0.019670386537158829 0.018662630077540644 0.034968383867200338 -0.027093357237580086 leaf_weight=13.410080160945652 8.940496198832987 188.02730606496334 9.1982781291007978 14.482412174344065 21.999622732400894 12.188970632851122 33.249699950218201 7.2755275294184676 33.337208095937967 7.5788306742906562 8.5370618999004346 13.032405868172644 8.6586753912270051 132.01504538208246 25.134685873985291 104.64528632164001 273.03483265638351 10.493258200585844 29.70722259581089 7.6418717652559272 242.98026394098997 56.281390205025673 31.769599556922913 18.162352800369263 10.569857589900492 leaf_count=202 63 806 47 87 93 83 175 102 466 65 78 187 117 1124 111 630 1263 92 321 111 1572 571 135 76 87 internal_value=-0.000647234 0.00411369 -0.00178688 0.0199986 0.00803412 0.00629126 0.00624238 -0.0144689 -0.0208995 -0.0103516 -0.0111581 -0.0193367 -0.00672004 -0.00886515 0.0107972 -0.00402491 0.00303134 -0.0285218 -0.0211814 -0.0184384 -0.00474558 -0.023929 0.0206414 0.025262 -0.0416803 internal_weight=1322.35 983.814 392.436 35.6119 591.378 26.6714 519.447 338.538 112.738 48.5579 225.8 77.8509 147.949 140.674 213.162 356.824 306.285 64.1804 43.1173 40.9791 347.626 69.3138 71.9316 49.932 21.0631 internal_count=8664 5141 2482 233 2659 170 2355 3523 1344 642 2179 836 1343 1241 917 2249 1438 702 523 577 2202 758 304 211 179 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=20 num_cat=0 split_feature=0 0 1 2 3 0 2 2 0 2 2 2 5 2 1 0 2 2 6 split_gain=38.618 8.52219 3.31633 3.55128 3.23449 3.1844 2.86179 6.23472 5.25315 2.61208 2.25685 2.95009 2.18171 2.11591 1.46743 2.93805 2.58105 1.26843 1.97504 threshold=537.50000000000011 616.50000000000011 5.5000000000000009 9.8500000000000032 3.5000000000000004 667.50000000000011 5.4500000000000011 4.9500000000000011 584.50000000000011 8.8500000000000032 1.0500000000000003 0.35000000000000003 1.5000000000000002 12.15 4.5000000000000009 511.50000000000006 4.9500000000000011 1.9500000000000002 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 3 9 -1 10 7 -4 -8 -2 11 -3 -12 14 16 -16 -6 18 -7 right_child=1 5 6 -5 13 17 8 -9 -10 -11 12 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=0.015281834024100155 -0.00078121444168263981 0.008284957797750599 0.0073752415725954331 0.025264288156445387 -0.036984985221737481 0.027802291067102521 0.00064343433872832124 -0.028286233801448263 0.030244265054223857 -0.018700922664941638 0.0042442522023013142 -0.020379204412500782 0.014240603471052708 -0.042566828687728875 -0.026554907607958197 -0.0018611804723661493 -0.017231505925777418 0.031689818930594277 0.003343161777784499 leaf_weight=6.5118431448936454 539.05681907385588 21.050636410713196 76.801432527601719 11.692638032138346 18.995870240032673 14.847933456301687 29.746088907122612 13.532103255391119 30.047552093863487 20.18811322748661 96.399411752820015 14.062372729182242 134.17781633138657 8.399961866438387 16.808208934962749 39.313384763896465 177.69649646431208 20.578991502523422 19.004106417298317 leaf_count=57 3296 85 387 81 177 66 189 73 145 138 396 57 558 127 202 338 2106 86 82 internal_value=-0.000463765 0.0038904 0.000864289 -0.000869792 -0.0173672 0.0106672 0.00745425 0.00172714 0.0158535 -0.00146925 0.008321 -0.0033027 0.0101193 -0.0182554 -0.0172634 -0.0096798 -0.019342 0.0216723 0.0147046 internal_weight=1308.91 1041.19 721.065 570.938 267.726 320.121 150.127 90.3335 59.7936 559.245 265.69 35.113 230.577 261.214 252.814 56.1216 196.692 54.431 33.852 internal_count=8646 5639 4309 3515 3007 1330 794 460 334 3434 1096 142 954 2950 2823 540 2283 234 148 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=24 num_cat=0 split_feature=0 0 0 2 2 2 2 5 3 0 1 3 2 2 3 0 2 6 3 0 0 3 2 split_gain=34.0276 9.38701 6.10341 2.4248 3.93328 2.35056 3.27705 2.2577 2.41376 2.14314 2.86672 2.0359 2.43839 2.15144 2.01767 3.53204 1.93317 1.88228 1.60827 1.58023 1.32406 1.19216 0.580406 threshold=587.50000000000011 526.50000000000011 643.50000000000011 3.9500000000000006 3.1500000000000008 5.4500000000000011 4.8500000000000005 7.5000000000000009 4.5000000000000009 639.50000000000011 6.5000000000000009 6.5000000000000009 11.65 11.450000000000001 5.5000000000000009 551.50000000000011 3.5500000000000003 1.0000000180025095e-35 5.5000000000000009 688.50000000000011 530.50000000000011 5.5000000000000009 4.5500000000000007 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 left_child=1 5 9 4 19 6 21 14 -9 10 18 12 -7 -13 20 -16 -12 -10 -2 -4 -3 -1 -5 right_child=2 7 3 22 -6 11 -8 8 17 -11 16 13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.00098819256384445023 0.0067485916438038947 0.010343907675448703 0.01329149578568856 0.039214043378789622 -0.010721417687819951 -0.013366802628514472 0.019662286354832081 0.0042525399592342238 -0.0021779831623192857 -0.0090055308238682352 0.034534184521498694 -0.032866883793311694 -0.041714256773839567 0 -0.0073523545571047531 0.0082171519596283722 0.007938764590218696 -0.038538848376970108 -0.0021645669280144736 0.029047965480404475 -0.0058037879669982466 -0.029913058287888511 0.021822759749930819 leaf_weight=7.2131025642156619 356.23261208832264 12.097246453166006 73.141423836350441 12.779504030942915 13.472276717424391 122.76424544304609 9.5106748193502408 7.6804111078381565 5.4953444600105312 22.005024537444115 13.972528010606768 36.376119580119848 7.6298224590718737 5.5432207472622386 60.969713427126408 87.019252367317677 15.131890371441839 11.955523811280726 57.541015759110451 22.414529368281364 330.21330378949642 7.0130041912198067 21.332343816757202 leaf_count=69 1640 98 301 52 55 1456 97 62 50 91 59 512 110 92 502 552 66 105 284 99 2163 74 87 internal_value=-1.25199e-05 -0.0074342 0.00866173 0.0176782 0.0137277 -0.0167269 -0.00166334 -0.0038644 -0.0182358 0.0058428 0.00661045 -0.0187515 -0.0153684 -0.0285551 -0.00308197 0.00176284 0.0215959 -0.0280983 0.00549481 0.0173018 -0.0051901 -0.0166037 0.0294118 internal_weight=1319.5 711.481 608.023 143.14 109.028 196.05 23.7368 515.431 25.1313 464.883 442.878 172.313 130.394 41.9193 490.3 147.989 29.1044 17.4509 413.774 95.556 342.311 14.2261 34.1118 internal_count=8676 5942 2734 594 455 2410 240 3532 217 2140 2049 2170 1566 604 3315 1054 125 155 1924 400 2261 143 139 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=20 num_cat=0 split_feature=0 0 0 0 0 2 2 6 2 2 5 2 1 5 2 0 2 2 0 split_gain=26.9016 12.3593 3.31642 2.56694 3.60184 2.75521 2.07546 2.16665 2.06641 3.00128 2.80274 2.47255 1.8516 1.78049 3.70258 2.58287 1.74617 1.43839 0.224119 threshold=600.50000000000011 506.50000000000006 672.50000000000011 473.50000000000006 477.50000000000006 9.4500000000000011 6.1500000000000012 2.5000000000000004 11.15 9.8500000000000032 8.5000000000000018 10.15 5.5000000000000009 1.5000000000000002 3.3500000000000001 636.50000000000011 11.950000000000001 1.4500000000000002 696.50000000000011 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 6 16 -5 -6 13 12 9 10 -3 -11 -8 14 -2 -15 -1 18 -4 right_child=2 8 17 4 5 -7 7 -9 -10 11 -12 -13 -14 15 -16 -17 -18 -19 -20 leaf_value=-0.037671132963800778 0.0098672319570446906 -0.0025382790999011508 0.038519296001859528 0.017477718300837063 -0.011965405333789069 -0.035295266915926847 0.001431157436422921 0.035222798148491351 -0.027255621849808037 0.036832758051061912 -0.022168417754126243 0.0024806965834896122 0.024153544268463185 0.0066013972155388144 -0.0063153777544942826 0.018978874725181061 -0.0043898778702452018 0.012484242563580635 0.021312295354536211 leaf_weight=27.614067979156971 78.180363103747368 691.40384683012962 11.831677794456484 6.656201470643281 47.376562375575304 18.002170320600271 21.998738959431648 12.947254329919813 7.5740890428423873 7.4127737358212498 17.783352702856064 15.245946720242499 14.923011168837546 165.39591623842716 62.60697066783905 57.763949990272522 5.306784249842166 22.069807007908821 10.913206353783606 leaf_count=444 321 4705 53 93 635 257 101 56 69 63 179 126 65 732 269 235 94 94 50 internal_value=0.000210497 -0.00507912 0.00994984 -0.0210591 -0.0152765 -0.0188996 0.0084907 0.0180616 -0.00277874 -0.00248176 -0.00306808 0.0150121 0.0111417 0.00711968 0.00264191 0.00989793 -0.0327412 0.0228349 0.031719 internal_weight=1303.01 844.376 458.631 104.956 72.0349 65.3787 413.816 49.869 739.42 731.846 709.187 22.6587 36.9218 363.947 140.787 223.16 32.9209 44.8147 22.7449 internal_count=8641 6665 1976 1523 985 892 1779 222 5142 5073 4884 189 166 1557 590 967 538 197 103 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=23 num_cat=0 split_feature=0 0 1 2 2 0 0 0 5 1 1 2 1 6 2 2 6 2 5 6 0 0 split_gain=23.4422 6.02641 6.16706 5.95983 4.20804 3.31617 3.12522 3.10261 3.5989 2.65572 2.63797 3.97305 2.59619 2.17993 2.09397 1.67632 1.23314 1.74184 1.21706 2.51894 1.72591 0.862727 threshold=546.50000000000011 622.50000000000011 3.5000000000000004 4.9500000000000011 9.8500000000000032 554.50000000000011 492.50000000000006 495.50000000000006 7.5000000000000009 5.5000000000000009 6.5000000000000009 4.4500000000000011 4.5000000000000009 2.5000000000000004 5.0500000000000007 8.9500000000000011 2.5000000000000004 3.1500000000000008 4.5000000000000009 1.5000000000000002 462.50000000000006 471.50000000000006 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=6 2 3 -2 12 -5 18 -8 9 -9 11 13 -4 -3 -13 -10 17 -12 21 20 -20 -1 right_child=1 10 4 5 -6 -7 7 8 15 -11 16 14 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.013360520620977374 0.042189472538962644 0.014471817983593947 -0.0049144953584455871 0.031535520935153091 0.03259798715404482 -0.005791074621040321 0.020668855851909772 -0.0064308595492951291 -0.032824988325541246 -0.03264542710104839 0.0051909431690879103 -0.019080252964710866 0.0019268689247534864 0.0012274608738339341 0.0021581500194284751 -0.0011992697013230625 0.03163348640150198 0.026556133846006288 -0.035590788806856538 0.0099247497866746179 -0.013154775896833032 -0.043326302047081891 leaf_weight=5.4487417452037326 16.645785003900528 132.25655572116375 197.4588875323534 7.2105041518807438 8.9686529412865621 20.382503665983677 7.6032641455531111 217.58356450870633 21.729025885462764 9.3230022266507131 24.332989916205406 15.405938923358915 459.01830064505339 41.877432331442833 38.043263047933578 5.6402820497751227 16.28739370405674 16.309441685676575 13.753615543246267 6.8037947081029406 28.676279183477163 9.4199861250817758 leaf_count=93 93 544 1203 51 58 131 95 2013 257 80 104 64 2482 171 160 65 68 67 255 101 434 147 internal_value=0.0002357 0.00405543 0.00157677 0.0194426 0.000354159 0.00454988 -0.0113754 -0.00885922 -0.00983925 -0.0076684 0.0101934 0.00768791 -0.000127655 0.0113404 -0.00410967 -0.0267558 0.0198177 0.0143165 -0.0212841 -0.0166826 -0.0211946 -0.0341942 internal_weight=1320.18 994.198 709.685 44.2388 665.446 27.593 325.982 261.879 254.276 226.907 284.513 227.583 656.477 174.134 53.4492 27.3693 56.9298 40.6424 64.1024 49.2337 42.4299 14.8687 internal_count=8736 5196 4018 275 3743 182 3540 2510 2415 2093 1178 939 3685 715 224 322 239 171 1030 790 689 240 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=29 num_cat=0 split_feature=2 3 1 2 2 2 5 2 3 5 2 5 4 1 2 2 2 1 2 4 5 4 6 4 5 2 5 3 split_gain=15.5056 5.59806 5.35588 4.05012 4.67167 3.99741 3.6243 4.28838 3.21004 2.9303 2.83194 2.7626 3.01957 2.75374 2.26182 2.84862 2.61267 2.58193 2.26151 1.94117 2.02738 1.6664 1.48561 1.31489 1.06999 1.06585 0.405195 0.375394 threshold=7.3500000000000005 5.5000000000000009 5.5000000000000009 5.3500000000000005 4.8500000000000005 6.6500000000000012 3.5000000000000004 6.8500000000000005 4.5000000000000009 3.5000000000000004 2.7500000000000004 5.5000000000000009 3.5000000000000004 4.5000000000000009 8.6500000000000004 11.450000000000001 10.850000000000003 3.5000000000000004 7.9500000000000011 5.5000000000000009 3.5000000000000004 5.5000000000000009 2.5000000000000004 5.5000000000000009 1.5000000000000002 9.4500000000000011 5.5000000000000009 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 2 2 left_child=1 2 6 4 10 9 8 -8 -1 -5 -3 12 -4 14 17 16 -16 26 19 20 -15 -6 -19 -7 -20 -26 -2 -17 right_child=13 3 11 5 21 23 7 -9 -10 -11 -12 -13 -14 18 15 27 -18 22 24 -21 -22 -23 -24 -25 25 -27 -28 -29 leaf_value=0.0090027988605740818 -0.040341083422398644 0.0094626873980401781 0.015445729866942842 -0.0055212763573584877 0.010713050308317871 0.0099127020252059803 -0.0061772327295380024 0.01716272576081404 -0.0013335025815980636 -0.028154211089315564 -0.0088219918233520527 0.032598618700843913 0.0046175422816937635 -0.017516465127625554 -0.0083807963085842496 -0.035018615422889449 0.018753641862216938 -0.016941412068827134 0.017307457299749383 -0.030596260907350223 0.011078227676619168 0.041342477051853566 0.0071514306599934326 -0.0089973223798511942 0.0032477248882328055 -0.011055422798287376 -0.021585634971276926 -0.012573825817722973 leaf_weight=184.65869490802288 14.998514350503685 29.855256259441376 105.36080718040466 24.537544663995504 13.967540852725508 19.397123731672764 184.9116879478097 20.956799957901239 124.49506574496627 37.868768930435181 65.868099458515644 12.132124245166777 171.46217051148415 13.40519902855158 70.974589467048645 9.4246143475174886 9.0741882510483247 48.951789453625679 8.0559173077344877 11.176342159509657 9.7873957306146604 6.9365814700722686 6.4609747342765322 15.625767860561607 41.12170921638608 17.752981059253216 11.130365442484615 5.2800871431827536 leaf_count=917 164 150 456 170 96 151 1220 170 715 336 421 67 790 79 829 132 116 460 51 87 67 56 52 162 310 151 145 88 internal_value=-0.000285356 0.0025687 0.00448432 -0.00459035 0.00166228 -0.0120667 0.00140986 -0.00370565 0.00483341 -0.0195614 -0.0030286 0.00992313 0.00879759 -0.0107417 -0.014515 -0.00901583 -0.00504976 -0.0206579 -0.00404851 -0.0142886 -0.00528356 0.0225285 -0.0139666 0.00132147 0.00126913 -0.00109433 -0.0336261 -0.0285915 internal_weight=1295.63 1018.03 803.977 214.057 116.627 97.4292 515.022 205.868 309.154 62.4063 95.7234 288.955 276.823 277.595 176.295 94.7535 80.0488 81.5416 101.3 34.3689 23.1926 20.9041 55.4128 35.0229 66.9306 58.8747 26.1289 14.7047 internal_count=8608 5877 4335 1542 723 819 3022 1390 1632 506 571 1313 1246 2731 1986 1165 945 821 745 233 146 152 512 313 512 461 309 220 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=22 num_cat=0 split_feature=0 0 0 2 6 0 2 0 2 5 2 0 1 6 0 3 3 5 0 0 2 split_gain=23.8984 8.79851 4.70257 2.82879 5.69671 2.80878 5.35948 2.58946 2.45443 2.29286 3.91159 2.49652 2.24348 2.46463 1.99692 1.7978 1.73537 1.78017 3.21013 1.44656 1.17037 threshold=564.50000000000011 498.50000000000006 690.50000000000011 6.5500000000000007 2.5000000000000004 587.50000000000011 3.1500000000000008 591.50000000000011 9.2500000000000018 7.5000000000000009 9.1500000000000004 542.50000000000011 5.5000000000000009 2.5000000000000004 548.50000000000011 5.5000000000000009 6.5000000000000009 7.5000000000000009 481.50000000000006 473.50000000000006 10.250000000000002 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 16 3 5 8 6 -2 -6 -5 12 11 -11 13 -3 -14 -7 17 18 -1 -19 -18 right_child=2 9 -4 4 7 15 -8 -9 -10 10 -12 -13 14 -15 -16 -17 20 19 -20 -21 -22 leaf_value=-0.0078819578590685127 0.014245666027224976 -0.002115142852204805 0.029928076115867931 0.0035439743860131811 0.047485693649379934 0.0061182881380319855 -0.0072729906807588928 0.013248974682934418 0.029055432781444398 -0.036259623579932836 0.018490032132472755 -0.0025814920547801148 -0.034909315709824744 -0.016495641614314466 -0.0050404086621940328 -0.0032794811934610951 -0.043854246295935095 -0.01924849845906863 -0.037215149452676552 0.010180029930539377 -0.017030298012632682 leaf_weight=18.760303359478712 36.300421148538589 306.02227776870131 17.868255943059921 98.265283018350601 12.908694207668306 458.32399749755859 127.24605457484722 11.766854763031004 9.6001598089933378 18.122152376919992 5.0564547479152671 8.4198426604270917 10.273467794060709 32.281206138432026 12.82640206068754 55.872874841094017 15.797697667032482 6.5124900266528121 20.241924669593573 8.2815708778798562 8.8757253400981408 leaf_count=290 189 2626 80 538 75 2029 741 53 54 221 55 81 87 261 91 268 280 105 295 114 156 internal_value=6.37668e-05 -0.00890752 0.00518178 0.0045937 0.0112654 0.00326692 -0.00240882 0.0325061 0.00610649 -0.00580537 -0.0185805 -0.0262392 -0.00462642 -0.00354665 -0.0194291 0.00508303 -0.0241127 -0.0182748 -0.0237805 -0.00285661 -0.0354389 internal_weight=1299.62 471.472 828.153 810.284 132.541 677.743 163.546 24.6755 107.865 393.002 31.5984 26.542 361.403 338.303 23.0999 514.197 78.4697 53.7963 39.0022 14.7941 24.6734 internal_count=8689 4662 4027 3947 720 3227 930 128 592 3422 357 302 3065 2887 178 2297 1240 804 585 219 436 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=23 num_cat=0 split_feature=0 0 0 0 1 6 0 2 2 2 0 2 2 1 0 2 0 5 2 2 0 2 split_gain=17.5288 4.36046 3.72561 3.20431 3.56617 4.598 2.92317 2.97369 5.98344 2.48692 2.22552 1.81622 2.88159 2.85578 1.80813 2.51194 2.54172 1.62332 3.62395 2.4623 2.10326 1.17885 threshold=562.50000000000011 519.50000000000011 643.50000000000011 640.50000000000011 6.5000000000000009 1.5000000000000002 530.50000000000011 7.0500000000000007 6.3500000000000005 5.4500000000000011 526.50000000000011 6.8500000000000005 9.4500000000000011 3.5000000000000004 648.50000000000011 3.9500000000000006 701.50000000000011 5.5000000000000009 5.0500000000000007 5.8500000000000005 498.50000000000006 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 left_child=1 17 3 4 9 -6 7 8 -3 -2 -9 13 -13 -8 -4 16 -16 18 -1 -19 -20 -21 right_child=2 6 14 -5 5 -7 11 10 -10 -11 -12 12 -14 -15 15 -17 -18 19 20 21 -22 -23 leaf_value=-0.046227578286114512 -0.00045616031641523185 0.0020497560177646719 0.023614524105907864 -0.018079844615626759 0.032617729737491802 -0.0039445533772039182 0.0050356052968933357 -0.016577029478454203 0.051955227756843018 0.0059285906849057849 0.010209441380853551 0.0019054878728358095 -0.020046665225859302 -0.01454019962334362 0.00083726464029984992 0.022062628104591836 0.02550803272717235 0.0035289403081140563 -0.016401070616886546 -0.027463747948091827 0.0012403859769305773 -0.0080708197317510885 leaf_weight=5.3995167389512053 418.94804434478283 23.235298492014412 23.593027055263519 18.03227311372757 20.571245536208153 13.601337805390356 21.288134455680847 19.076200596988205 7.2545261681079856 237.58111714571714 11.548033282160757 76.740902990102768 17.452124133706093 114.07535260915756 78.401181697845459 24.966639995574951 11.149122700095175 8.3874524869024736 28.69247679784894 53.697236623615026 37.805261828005314 11.275784157216547 leaf_count=61 2066 203 95 74 91 59 159 180 66 1292 101 628 140 874 328 102 52 105 459 794 433 189 internal_value=-0.000574023 -0.00871249 0.00361484 0.00213431 0.00269465 0.0182247 -0.0051219 0.00448927 0.0153555 0.00185222 -0.00631463 -0.00771071 -0.00227715 -0.0114106 0.0111065 0.00830417 0.0042118 -0.0157792 -0.0100784 -0.0210883 -0.0064277 -0.0243473 internal_weight=1282.77 435.928 846.844 708.734 690.702 34.1726 290.671 61.1141 30.4898 656.529 30.6242 229.557 94.193 135.363 138.11 114.517 89.5503 145.258 71.8973 73.3605 66.4977 64.973 internal_count=8551 4392 4159 3582 3508 150 2351 550 269 3358 281 1801 768 1033 577 482 380 2041 953 1088 892 983 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=20 num_cat=0 split_feature=2 5 6 4 2 6 2 1 3 2 4 6 6 2 4 4 2 2 2 split_gain=13.2557 5.94558 5.08407 4.57364 4.6622 4.14359 3.75286 3.46931 2.80528 2.2848 4.82411 2.73423 6.46404 3.2505 1.78347 1.7059 2.02572 1.43262 1.15773 threshold=4.7500000000000009 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 11.050000000000002 2.5000000000000004 9.2500000000000018 6.5000000000000009 5.5000000000000009 3.3500000000000001 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0500000000000003 2.5000000000000004 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=7 2 -2 4 6 18 -3 9 -7 11 -11 12 -1 -13 -9 -16 -17 -12 -5 right_child=1 3 -4 5 -6 8 -8 14 -10 10 17 13 -14 -15 15 16 -18 -19 -20 leaf_value=-0.0012063007406608157 -0.0020447698836808053 -0.0036342233946235186 0.042668637647360126 -0.021443652106345079 -0.038600529188303839 -0.003891870247959952 0.013228914517939514 0 0.030265528447328896 0.027794526821323121 -0.019446616221080789 -0.013415877957202208 0.01969262200961024 0.00546927322390061 0.033953651389785511 0.00054944222087054183 0.024346190581328753 -0.0011377925691325619 -0.011713095052401565 leaf_weight=62.172535799443722 13.215872190892698 405.21717643365264 10.758373752236364 40.226327240467072 8.0371176302432996 17.069036807864908 34.836978334933519 13.780330687761305 7.9713350534439078 13.358597278594969 10.374783284962176 28.645611822605133 88.460944481194019 96.960818387567997 15.235167220234869 17.507384359836578 18.387775428593159 198.76179020851851 190.10766111686826 leaf_count=311 72 2732 51 306 101 125 330 60 74 63 54 125 418 442 65 75 80 1122 2038 internal_value=-0.00077008 -0.00522994 0.0187251 -0.00607885 -0.00300838 -0.0114142 -0.00226095 0.00497602 0.00753445 0.00353021 -0.000221025 0.00655955 0.0110827 0.00105091 0.0157868 0.0200158 0.0132046 -0.00215807 -0.0135194 internal_weight=1291.09 727.44 23.9742 703.466 448.091 255.374 440.054 563.646 25.0404 498.735 222.495 276.24 150.633 125.606 64.9107 51.1303 35.8952 209.137 230.334 internal_count=8644 5829 123 5706 3163 2543 3062 2815 199 2535 1239 1296 729 567 280 220 155 1176 2344 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=23 num_cat=0 split_feature=4 2 2 6 4 3 3 5 5 2 6 2 6 1 3 2 6 5 2 2 3 3 split_gain=8.3773 5.51698 4.90225 3.13397 3.26131 4.67928 2.50614 2.48251 2.98242 5.90908 3.04674 2.42798 3.77302 3.22971 2.59136 2.29868 4.31158 2.12852 1.44267 1.25205 1.23495 0.584911 threshold=6.5000000000000009 7.4500000000000011 3.8500000000000001 2.5000000000000004 4.5000000000000009 5.5000000000000009 4.5000000000000009 5.5000000000000009 4.5000000000000009 7.8500000000000005 1.5000000000000002 6.9500000000000011 1.5000000000000002 4.5000000000000009 4.5000000000000009 0.35000000000000003 1.5000000000000002 8.5000000000000018 9.5500000000000025 10.850000000000003 5.5000000000000009 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 left_child=1 11 6 4 5 -3 -2 8 10 -10 -4 15 13 -13 -14 16 -1 -17 -6 21 -5 -9 right_child=2 3 7 20 18 -7 -8 19 9 -11 -12 12 14 -15 -16 17 -18 -19 -20 -21 -22 -23 leaf_value=0.0291409005743508 0.029641964458571118 0.010601144998208602 -0.022918784299001339 0.0012115073966767064 -0.016500415086635557 -0.019683049151041125 -0.0063867500996141928 -0.024348555436786663 -0.016911395076226101 0.041321598583547017 0.0029237346514226314 0.0067389865586299676 -0.022463516824598479 0.03678817449134969 0.010334377279468914 0.0018172278702559609 -0.00045690065970063781 -0.019429410805558333 -0.0043418831120628082 -0.0033959993386475751 0.024829327518211024 -0.045418877081053681 leaf_weight=20.964538067579269 8.5885213688015956 40.563420403748751 38.406027242541313 14.845895297825338 87.208466041833162 17.37726891040802 8.7782229110598546 29.021509040147066 9.0206282511353475 6.6948720775544635 15.301784895360468 18.78469742834568 9.3084417656064051 18.076328739523888 13.366132628172634 842.37762277200818 27.169268384575844 10.925652105361221 36.683353934437037 6.1612958349287501 8.4286448881030065 6.2276071310043326 leaf_count=94 43 279 362 102 858 173 58 342 91 82 119 174 55 114 98 4660 119 113 448 107 69 108 internal_value=-0.000135532 0.00119805 -0.0122196 -0.00621953 -0.00845142 0.00125379 0.0118024 -0.0161002 -0.00996793 0.00858494 -0.0155458 0.00279125 0.0125053 0.0221894 -0.00329885 0.002131 0.0126633 0.00151691 -0.013004 -0.0257854 0.010641 -0.0293593 internal_weight=1294.28 1166.08 128.2 205.107 181.833 57.9407 17.3667 110.834 69.4233 15.7155 53.7078 960.973 59.5356 36.861 22.6746 901.437 48.1338 853.303 123.892 41.4104 23.2745 35.2491 internal_count=8668 7356 1312 1929 1758 452 101 1211 654 173 481 5427 441 288 153 4986 213 4773 1306 557 171 450 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=24 num_cat=0 split_feature=3 6 2 2 2 5 2 4 2 2 3 2 1 6 5 2 1 2 2 3 4 5 3 split_gain=5.17594 6.79896 4.19296 4.15515 4.66617 3.28576 3.50624 3.21505 3.52872 3.09376 2.9995 2.86898 2.49463 2.25231 2.07075 1.78338 2.89386 2.65688 2.29629 2.69053 2.18874 1.57179 1.01063 threshold=4.5000000000000009 1.0000000180025095e-35 7.3500000000000005 9.2500000000000018 9.4500000000000011 7.5000000000000009 7.0500000000000007 4.5000000000000009 7.8500000000000005 8.6500000000000004 2.5000000000000004 7.0500000000000007 4.5000000000000009 2.5000000000000004 5.5000000000000009 3.5500000000000003 3.5000000000000004 8.5500000000000025 2.9500000000000006 5.5000000000000009 5.5000000000000009 4.5000000000000009 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 left_child=7 15 5 12 -5 6 -3 8 11 10 -9 14 -4 -12 -1 18 17 -17 19 -2 -18 -11 -7 right_child=1 2 3 4 -6 22 -8 9 -10 21 13 -13 -14 -15 -16 16 20 -19 -20 -21 -22 -23 -24 leaf_value=0.0061379990551318417 -0.023788328584428937 0.0034153813092980658 -0.019862306524663892 0.039670949536255828 -0.0019220387151565443 -0.0020790822714635768 0.025785917428302205 -0.023149837658573383 0.029725127139986623 -0.033599183219553255 0.00023709673338317809 -0.01574086349200372 -0.0017157222578695873 0.013693225517021002 0.026759472410837676 -0.028080419139503432 0.00056584120441683977 -0.003728850941101325 -0.039921359864620649 0.0088472566123077353 -0.012098893739246476 -0.0029142346378091474 -0.029593030154703673 leaf_weight=280.64635775983334 14.588479533791544 337.10178301483393 52.951048519462347 7.124794725328683 38.158167272806168 6.1556167900562277 17.621959716081619 10.881488010287283 15.806160800158976 8.9602179974317568 176.89394648373127 13.384457588195799 30.475183270871639 36.953991793096066 12.03420554846525 27.306937616318464 94.107385329902172 19.972969498485327 9.5666711032390577 9.6349876895546895 51.83458349481225 8.20789911970496 8.1683951951563341 leaf_count=1277 76 2023 566 67 454 56 135 52 100 72 1056 76 221 190 72 314 720 310 61 49 526 81 87 internal_value=0.000437479 -0.00235182 0.000912655 -0.0068117 0.00522989 0.00363124 0.00461012 0.00403001 0.00729602 -0.000307344 0.00127071 0.0060284 -0.0133915 0.00263857 0.00709115 -0.00950419 -0.0075352 -0.0181872 -0.0200795 -0.010773 -0.00395002 -0.0201721 -0.0190027 internal_weight=1288.54 724.769 497.757 128.709 45.283 369.048 354.724 563.769 321.871 241.898 224.729 306.065 83.4262 213.848 292.681 227.012 193.222 47.2799 33.7901 24.2235 145.942 17.1681 14.324 internal_count=8641 5665 3609 1308 521 2301 2158 2976 1525 1451 1298 1425 787 1246 1349 2056 1870 624 186 125 1246 153 143 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=23 num_cat=0 split_feature=0 2 0 0 5 1 5 5 5 6 6 5 5 2 0 0 0 4 2 5 0 2 split_gain=14.1092 4.70301 3.89817 3.61471 2.32308 2.24868 1.7901 1.70612 1.53951 2.97111 1.46327 4.63981 3.58088 1.20833 0.963697 2.09319 2.58391 2.57423 0.922654 0.916557 0.70806 0.575588 threshold=564.50000000000011 9.2500000000000018 644.50000000000011 506.50000000000006 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 6.5000000000000009 5.1500000000000012 456.50000000000006 481.50000000000006 492.50000000000006 5.5000000000000009 2.2500000000000004 7.5000000000000009 532.50000000000011 6.3500000000000005 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=3 2 5 14 6 13 -4 -7 10 20 12 -12 -5 -2 19 17 -17 -16 -6 -1 -10 -11 right_child=1 -3 4 8 18 7 -8 -9 9 21 11 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.040083383057902953 0.025481668019815086 0.033963657557695405 0.0129227449252364 -0.0060177598367854761 0.028419115153902587 0.00015942655469383608 -0.00094768656423932041 0.012739972518477846 -0.0080009960719743776 -0.041433012669683904 -0.0040152160867610552 0.023401661511161735 -0.036832115423013893 0.0032653629994920542 -0.026955705900253254 -0.035655906890066806 -0.011242944707121311 0.0064816607769604398 0.012419539893501599 -0.011108980318242463 0.015278647118163062 -0.0177139293471885 leaf_weight=7.6231508664786798 13.330672413110735 11.338066250085829 44.011770516633987 102.22607973963022 19.020169943571091 638.75750808417797 46.600093513727188 27.185807123780251 5.618644446134569 6.6736346594989326 205.7939737290144 15.65121156722307 9.5923766419291479 12.283057555556296 6.8227010965347317 16.544568721204996 35.047442071139812 20.557293586432934 24.890225395560265 6.3840181641280651 5.2922590002417564 9.8831588551402074 leaf_count=166 69 61 189 892 81 3150 194 149 72 75 1660 140 94 71 110 294 469 322 101 129 54 117 internal_value=-0.000567633 0.0032749 0.00280709 -0.00766244 0.010567 0.00127733 0.00580237 0.000698831 -0.00534797 -0.0165993 -0.00435879 -0.00195849 -0.00900854 0.0155387 -0.0164362 -0.0138422 -0.0196959 -0.00233049 0.0199397 -0.0288312 0.00320559 -0.0293747 internal_weight=1291.13 837.417 826.079 453.711 134.522 691.557 90.6119 665.943 360.731 27.4677 333.264 221.445 111.818 25.6137 92.9792 78.972 51.592 27.38 43.9104 14.0072 10.9109 16.5568 internal_count=8659 4065 4004 4594 565 3439 383 3299 3104 318 2786 1800 986 140 1490 1195 763 432 182 295 126 192 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=22 num_cat=0 split_feature=0 2 0 0 2 2 5 5 2 5 2 0 4 4 5 0 0 2 4 4 1 split_gain=12.845 4.73805 3.34932 3.20572 3.07888 6.6309 4.05149 3.00371 2.89652 2.35059 2.85641 1.87108 2.41659 2.32781 1.66507 1.40222 1.9668 1.47369 1.11613 1.09404 0.503795 threshold=550.50000000000011 1.0000000180025095e-35 492.50000000000006 642.50000000000011 5.4500000000000011 4.6500000000000012 4.5000000000000009 1.5000000000000002 2.4500000000000006 1.5000000000000002 6.5500000000000007 543.50000000000011 3.5000000000000004 5.5000000000000009 4.5000000000000009 464.50000000000006 484.50000000000006 11.15 3.5000000000000004 3.5000000000000004 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=2 19 14 4 5 -3 -6 18 -9 10 -4 12 -11 -13 20 17 -17 -16 -5 -2 -1 right_child=1 3 9 7 6 -7 -8 8 -10 11 -12 13 -14 -15 15 16 -18 -19 -20 -21 -22 leaf_value=-0.045699075462816451 0.0084593569943831794 0.0011758482293978585 -0.010188174704122964 -0.0033974699070842048 0.00092371985151507214 -0.012726443275291358 0.013918319058151796 0.035250695796535857 0.0085905365913443704 -0.026470376013217757 0.032553086588822139 -0.0071431866125241427 -0.0042215913546445891 -0.030029976378905254 -0.035627259722918705 0.00098476448580861291 -0.026143887089406043 -0.0019330575006940463 0.0087635071906542513 0.026453190220167195 -0.01893216394791165 leaf_weight=6.8683327697217447 16.987156450748444 367.19461338222027 6.4682393372058851 34.996963277459145 231.99560872465372 110.67540254443884 80.441761858761311 16.91437204182148 27.335652112960815 12.181059047579764 7.2787413075566292 29.26806878298521 203.01174528896809 18.705582156777382 11.047586485743524 20.912153996527199 8.5562065392732602 5.0490619242191306 38.038288995623589 22.203784629702568 6.4940845593810081 leaf_count=129 76 1798 52 147 1312 620 507 71 111 110 62 235 2072 153 222 331 155 102 157 97 112 internal_value=-0.000607018 0.00236991 -0.00899638 0.0016181 0.00046185 -0.00205335 0.00431906 0.00929724 0.0194456 -0.00661976 0.0127762 -0.0076964 -0.00562073 -0.0166001 -0.0197844 -0.0144781 -0.00732754 -0.0260821 0.00290151 0.0191828 -0.0352625 internal_weight=1282.62 946.784 335.841 907.593 790.307 477.87 312.437 117.285 44.25 276.913 13.747 263.166 215.193 47.9737 58.9274 45.565 29.4684 16.0966 73.0353 39.1909 13.3624 internal_count=8631 4896 3735 4723 4237 2418 1819 486 182 2684 114 2570 2182 388 1051 810 486 324 304 173 241 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 2 6 5 4 4 2 5 4 2 2 4 6 2 2 1 2 2 split_gain=7.39091 10.8812 5.70293 4.69677 3.5836 5.88868 2.86826 2.85671 2.57458 3.0678 2.94027 2.37949 2.18743 3.13268 2.06775 4.34858 2.04112 2.89768 2.3218 1.75439 1.71076 3.64016 1.65155 2.85036 2.09246 0.993476 0.76825 0.743961 0.671683 threshold=4.5000000000000009 1.0000000180025095e-35 5.8500000000000005 3.5000000000000004 5.9500000000000011 3.5000000000000004 3.5000000000000004 4.5000000000000009 8.6500000000000004 10.950000000000001 7.8500000000000005 5.0500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 5.5000000000000009 5.7500000000000009 1.5000000000000002 6.5000000000000009 5.8500000000000005 8.5500000000000025 4.5000000000000009 1.5000000000000002 3.6500000000000008 6.7500000000000009 5.5000000000000009 2.0500000000000003 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 20 27 -6 7 16 10 -10 -4 19 -9 -14 15 25 18 -18 -1 -3 -2 -22 24 -24 -16 -8 -13 -5 -17 right_child=1 2 8 4 5 -7 14 12 9 -11 -12 26 13 -15 22 28 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=0.0043051434881439506 -0.0056129969795533086 0.004345215792687279 -0.0049534538895553079 -0.001822220004027431 0.037897520858513743 -0.005837535676887236 -0.017420968534056044 0.019068615180525977 0.0085933741511658637 -0.017944341506100761 -0.021218343934651749 0.018693957405723532 -0.0071939188761975933 0.0056298724178620446 -0.0094094574873177707 0.022175977647186488 -0.018067849431752724 0.019567893409721111 0.026459874771382865 -0.014068070170329751 -0.047172178440246536 -0.014328018242125118 -0.0097705373893463756 0.012119118889797116 0.017018428008825835 -0.00055621652369975338 0.0029657081298279514 -0.017309421060054633 0.0013145000701915016 leaf_weight=18.26283298432827 8.6161213926970941 200.19945979118347 138.61527512967587 9.6344134137034398 7.551948018372058 75.324039671570063 45.694766383618116 22.16158127784729 52.826328091323376 12.603779111057518 34.588683377951384 37.996403031051159 58.597987025976181 232.88649253547192 8.7594480589032155 9.5531046688556689 9.3520562499761599 9.0975814089179021 38.923546139150858 12.752160128206013 18.432674918323755 18.122997388243675 39.863973714411259 22.304833710193634 31.495193805545568 11.58625155687332 11.216770991683005 82.3297438621521 7.1405856013298026 leaf_count=93 77 1068 1086 48 55 739 235 99 559 178 322 271 282 1052 42 55 54 73 214 92 245 296 320 151 191 75 61 552 57 internal_value=-0.000285042 -0.00364378 0.000423965 -0.0128856 -0.00903215 -0.00138832 0.00398484 0.00637876 -0.00514648 0.00321298 -0.0083334 0.00551372 0.00422591 0.00301899 -0.00127614 -0.00761247 0.0150693 0.000285301 0.0196661 0.00315861 -0.0271735 -0.0318374 0.00328124 -0.00177032 0.0110578 -0.0141636 0.0153392 -0.0157778 0.0141139 internal_weight=1286.49 720.811 500.799 220.012 174.84 82.876 565.68 389.282 238.634 65.4301 173.204 262.165 313.646 291.484 176.398 73.9747 75.636 18.4496 57.1864 212.952 45.1718 36.5557 102.423 62.1688 40.2546 57.281 49.2132 91.9642 16.6937 internal_count=8642 5649 3637 2012 1394 794 2993 1867 2145 737 1408 1492 1433 1334 1126 422 434 127 307 1160 618 541 704 471 233 310 332 600 112 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=23 num_cat=0 split_feature=0 0 2 0 0 2 0 2 2 0 5 0 6 3 1 2 2 0 5 1 6 2 split_gain=17.8683 5.73916 3.43477 4.96347 4.64572 4.59596 3.37084 3.6779 3.19705 2.91934 2.57952 2.23516 2.19217 3.28788 2.33655 1.97496 1.73438 1.64494 1.57331 1.18266 0.604777 0.381778 threshold=526.50000000000011 610.50000000000011 2.8500000000000001 601.50000000000011 566.50000000000011 3.3500000000000001 456.50000000000006 8.7500000000000018 9.4500000000000011 509.50000000000006 4.5000000000000009 516.50000000000011 3.5000000000000004 5.5000000000000009 5.5000000000000009 3.5500000000000003 7.7500000000000009 625.50000000000011 4.5000000000000009 4.5000000000000009 1.5000000000000002 11.15 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=6 2 3 4 -2 10 21 16 9 -9 -4 -10 13 17 -14 -7 18 -3 -8 -18 -15 -1 right_child=1 12 5 -5 -6 15 7 8 11 -11 -12 -13 14 20 -16 -17 19 -19 -20 -21 -22 -23 leaf_value=-0.046079427332605193 -0.026679084901592667 0.013411146634621632 0.024030217246628585 -0.030805308816901935 0.0051541298649203501 -0.018032265314810801 -0.0045340560399165057 0.029446173862486682 -0.015306551285898607 -0.011193178582048206 -0.0030207492430672413 0.014548422140217846 0.036317009956613987 -0.018143064887865462 0.0077121805440220461 0.00089861377436073378 -0.033863424016691984 0.0056049031250009658 -0.019352425104158143 -0.0048729907603795187 -0.0021268168404510418 -0.019253356797447913 leaf_weight=8.0343174301087839 13.870306774973868 102.63480566442013 32.554019577801228 19.166346848011017 48.677876099944115 13.088665902614592 32.171164456754923 11.539763901382686 31.590058717876673 5.9396312385797492 11.248567923903463 6.756260357797145 12.860975831747057 11.801268324255945 17.358331352472305 597.86913447827101 21.256754845380787 213.91428174078465 45.27042730897665 5.1195502728223792 12.976788133382795 5.2280080467462531 leaf_count=184 95 440 173 88 239 76 359 166 484 64 67 67 53 53 73 3956 301 891 574 59 55 113 internal_value=0.000607631 0.00294758 0.00038171 -0.00921133 -0.00213507 0.00159877 -0.0142893 -0.0120689 -0.00157373 0.0155076 0.0170595 -0.00968325 0.00800552 0.00679892 0.0208196 0.00045608 -0.0175958 0.00818593 -0.0133965 -0.0288027 -0.0103569 -0.0379466 internal_weight=1280.93 1108.02 736.475 81.7145 62.5482 654.76 172.906 159.644 55.8257 17.4794 43.8026 38.3463 371.546 341.327 30.2193 610.958 103.818 316.549 77.4416 26.3763 24.7781 13.2623 internal_count=8630 6259 4694 422 334 4272 2371 2074 781 230 240 551 1565 1439 126 4032 1293 1331 933 360 108 297 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=19 num_cat=0 split_feature=0 0 2 4 2 2 0 3 2 2 6 2 4 5 0 2 2 0 split_gain=11.6362 6.67264 4.7471 6.7143 5.0159 3.8495 3.56822 3.01229 2.6286 2.47995 2.31059 1.85966 1.59308 1.48781 2.55755 1.04846 0.76611 0.092835 threshold=535.50000000000011 671.50000000000011 9.2500000000000018 5.5000000000000009 8.8500000000000032 8.5500000000000025 494.50000000000006 3.5000000000000004 4.3500000000000005 5.4500000000000011 1.5000000000000002 3.3500000000000001 7.5000000000000009 9.5000000000000018 481.50000000000006 10.050000000000002 1.3500000000000003 569.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 15 5 -2 12 -8 11 -10 -3 -9 13 14 -1 -4 -12 -6 right_child=1 10 3 -5 17 -7 7 8 9 -11 16 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.016269225143596612 0.0011962945486490774 0.033795181855454347 0.047924952026826763 -0.011869696822198468 -0.033308271708909161 0.028433879324933305 0.025804045960550488 -0.0047057879579509212 0.011970220681871929 -0.00769258767543546 0.018896409141261304 -0.043814988256548643 0 0.00044550232668155644 -0.041624204671077664 0.019614211588507974 0.0014171199808262801 -0.016663410777443138 leaf_weight=30.320976737886667 951.48530210182071 19.701713100075722 11.12735134363175 9.6253169104456884 7.3441559672355634 12.176320701837538 6.1313347443938246 5.7834617942571622 17.174396723508835 130.7623592838645 12.305033251643183 7.1290875375270844 8.4469604082405549 5.4684718213975421 16.880021255463362 8.643666133284567 13.462870702147482 7.4177491515874863 leaf_count=557 5169 92 72 71 59 84 51 50 169 1453 57 66 157 95 303 57 58 42 internal_value=0.000363438 0.00258627 0.00172493 0.0211945 0.00111383 0.00157476 -0.00984564 -0.00595379 -0.0073472 -0.00531126 0.021122 -0.0282549 -0.0201313 -0.023308 -0.0261158 0.0373287 0.010345 -0.0268494 internal_weight=1281.39 1053.29 1007.82 29.3963 978.424 963.662 228.097 166.981 160.849 147.937 45.4696 12.9125 61.1164 52.6695 47.201 19.771 25.7679 14.7619 internal_count=8662 5761 5554 200 5354 5253 2901 1789 1738 1622 207 116 1112 955 860 129 115 101 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=14 num_cat=0 split_feature=2 2 2 1 6 2 3 5 6 6 3 1 2 split_gain=7.16503 5.47536 4.89498 4.83681 3.35362 4.71333 3.3134 2.44509 2.44269 2.14245 1.87086 3.37244 1.55019 threshold=3.3500000000000001 12.15 3.2500000000000004 6.5000000000000009 1.5000000000000002 0.15000000000000005 4.5000000000000009 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=2 3 4 6 5 -1 9 -7 -8 -2 11 -6 -5 right_child=1 -3 -4 12 10 7 8 -9 -10 -11 -12 -13 -14 leaf_value=0.034171117096774881 0.0019907931280302355 -0.041594487367445601 0.034781294099821593 0.025747678484057492 -0.011703937021758112 0.01032554208652252 -0.0057849570285755485 -0.0046259452385927361 0.011127333021009564 -0.0158099479011241 0.014408713968554657 0.004418973437341097 0.0042010810897073403 leaf_weight=16.740154802799225 327.17782057821751 7.8733893297612658 13.354180764406918 18.057804390788078 57.704459011554718 109.66399425268173 549.9488326087594 35.14257699996233 21.11644934117794 16.78779050335288 16.951835334300995 71.089493274688721 16.821358881890774 leaf_count=76 1914 137 68 78 264 496 4725 193 129 87 86 303 78 internal_value=-0.000294231 -0.00246409 0.00615918 -0.0020911 0.00479033 0.00973057 -0.00279904 0.00665589 -0.00513249 0.00106419 -0.000680421 -0.00280068 0.0159024 internal_weight=1278.43 957.783 320.647 949.91 307.293 161.547 915.031 144.807 571.065 343.966 145.746 128.794 34.8792 internal_count=8634 7148 1486 7011 1418 765 6855 689 4854 2001 653 567 156 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=24 num_cat=0 split_feature=0 0 2 2 0 2 2 0 0 6 4 2 0 2 4 2 2 2 4 0 4 4 0 split_gain=14.5461 4.74319 5.70698 3.4069 2.54599 2.69209 2.0225 1.98926 1.77544 1.90522 3.36404 6.37767 1.55315 4.79872 1.4742 1.4425 1.3761 3.11993 1.07289 1.04301 0.854189 0.679161 0.31961 threshold=520.50000000000011 587.50000000000011 1.5500000000000003 2.4500000000000006 592.50000000000011 4.1500000000000012 3.0500000000000003 589.50000000000011 492.50000000000006 1.0000000180025095e-35 6.5000000000000009 8.0500000000000025 609.50000000000011 2.8500000000000001 5.5000000000000009 5.4500000000000011 8.5500000000000025 9.2500000000000018 4.5000000000000009 497.50000000000006 5.5000000000000009 6.5000000000000009 570.50000000000011 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=8 2 -2 22 5 18 -5 -7 16 10 11 -10 13 -6 -14 -11 21 -18 -3 -17 -19 -1 -4 right_child=1 4 3 6 12 7 -8 -9 9 15 -12 -13 14 -15 -16 19 17 20 -20 -21 -22 -23 -24 leaf_value=-0.040926051304248062 0.036819980395353426 0.012717281193202805 -0.030446294569694551 0.013374356795105234 -0.016506885464531895 0.0062294153269109222 -0.0020033050219235818 0.032552402886657374 0.02943997070992721 0.003098672028733887 -0.024787585357588619 -0.020873096023206639 0.0067862288615552213 0.004400075647937071 -0.0031774751316481827 0 0.011937619767375453 -0.038749255475124332 -0.008012775628603936 -0.022599328788637057 -0.016190137975696631 -0.01647341542437105 -0.012688699555454453 leaf_weight=12.042569648474457 8.5799053907394391 10.596522927284242 8.9562406763434428 21.301538102328777 34.162169098854065 12.023875102400778 490.32111680135131 21.933369755744934 14.398615162819626 7.4763515666127196 9.3997574076056463 9.647412743419407 338.49226734042168 123.99478197097778 40.371245697140694 5.4556380398571482 7.3868866451084605 6.5727192461490658 12.374815464019774 37.856514353305101 20.914724454283714 7.4129239544272414 8.4717361629009229 leaf_count=231 45 52 60 125 161 63 3549 113 181 81 126 128 1427 619 172 77 128 126 62 471 403 142 44 internal_value=0.000108942 0.0019896 -0.00140464 -0.00210227 0.00506759 0.0150698 -0.00132846 0.0238196 -0.0151178 -0.0102589 -0.000774973 0.00902699 0.00397194 -0.000159788 0.00570578 -0.0162722 -0.0222392 -0.0152789 0.00147288 -0.0197232 -0.0229308 -0.0331144 -0.0232426 internal_weight=1270.14 1131.58 537.631 529.051 593.949 56.9286 511.623 33.9572 138.564 84.2343 33.4458 24.046 537.02 158.157 378.864 50.7885 54.3298 34.8743 22.9713 43.3122 27.4874 19.4555 17.428 internal_count=8586 6492 3823 3778 2669 290 3674 176 2094 1064 435 309 2379 780 1599 629 1030 657 114 548 529 373 104 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=28 num_cat=0 split_feature=2 2 5 6 2 2 1 2 1 6 5 1 3 5 2 2 2 4 5 6 2 1 6 6 4 2 3 split_gain=3.84236 3.14067 3.5877 2.94493 2.8886 3.36386 2.70961 2.5468 2.48521 2.15714 2.12116 4.80181 3.02857 2.57296 3.71282 2.572 2.37944 2.18758 3.66494 2.22596 2.08237 1.9258 1.50146 1.44413 1.06905 0.631889 0.462195 threshold=4.7500000000000009 5.0500000000000007 3.5000000000000004 1.5000000000000002 8.3500000000000032 9.2500000000000018 4.5000000000000009 6.1500000000000012 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 4.5000000000000009 2.5000000000000004 4.3500000000000005 2.5500000000000003 3.1500000000000008 5.5000000000000009 4.5000000000000009 3.5000000000000004 3.6500000000000008 6.5000000000000009 1.5000000000000002 1.5000000000000002 4.5000000000000009 2.8500000000000001 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 2 left_child=10 9 4 6 7 -6 -4 -3 -5 -2 11 12 20 14 16 -14 -12 19 -19 -15 -1 23 26 -13 -24 -23 -11 right_child=1 2 3 8 5 -7 -8 -9 -10 22 13 21 15 17 -16 -17 -18 18 -20 -21 -22 25 24 -25 -26 -27 -28 leaf_value=0.02197567136396044 -0.029453217179820929 -0.0012381915327798396 -0.01210666962597106 0.005132581145342395 -0.021966738544266888 0.0035877803128441643 -0.0012500616839939873 0.0089160751650976689 -0.016548453826971361 -0.0045631929559488971 0.013571294299215955 -0.021658199988061306 0.013082043235812676 -0.0017517953552436587 0.035067436186253756 -0.015217190788021449 -0.0014368261915705424 0 0.025511594823820805 0.019587974989606908 0.00020300988321071434 0.0050876686422627812 -0.026896627211922361 -0.0065304659817146775 -0.0040289485695056164 -0.008470500473239986 0.010554302525331556 leaf_weight=33.630908563733101 15.490575574338434 107.33641953766346 155.04353867657483 88.751952864229679 23.38648084551096 26.201519057154655 93.109427601099014 141.30743653327227 14.454314738512037 8.6713131591677683 65.457181684672832 30.186769351363182 11.912769600749018 188.25553980097175 13.309784039855002 20.014726281166077 42.605288438498974 34.553539894521236 23.216201473027468 12.05492317676544 16.793188735842705 24.786665037274361 10.364969551563265 37.140457153320312 11.136320516467093 11.828289911150931 9.1887502409517747 leaf_count=145 101 611 1905 770 193 232 702 922 82 46 292 133 54 1008 69 107 208 203 165 56 78 109 54 157 70 50 64 internal_value=-0.000230027 -0.00269644 -0.00170662 -0.00512799 0.0023112 -0.00856129 -0.0080746 0.00452518 0.00191845 -0.0140886 0.00283156 -0.00151208 0.00742385 0.0049756 0.0109589 -0.00442972 0.00764935 0.00211099 0.0105961 -0.000351782 0.0149667 -0.00864278 -0.00733803 -0.013604 -0.0159802 0.00046609 0.00309665 internal_weight=1270.19 704.443 649.591 351.359 298.232 49.588 248.153 248.644 103.206 54.8519 565.746 186.294 82.3516 379.452 121.372 31.9275 108.062 258.08 57.7697 200.31 50.4241 103.942 39.3614 67.3272 21.5013 36.615 17.8601 internal_count=8586 5752 5417 3459 1958 425 2607 1533 852 335 2834 833 384 2001 569 161 500 1432 368 1064 223 449 234 290 124 159 110 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=14 num_cat=0 split_feature=0 0 0 2 2 4 2 0 2 0 2 3 3 split_gain=13.13 3.86409 3.3234 3.22711 3.14911 3.21722 3.01908 2.75988 1.84047 2.70817 2.04104 1.29723 0.697569 threshold=587.50000000000011 456.50000000000006 590.50000000000011 1.2500000000000002 2.4500000000000006 4.5000000000000009 4.4500000000000011 536.50000000000011 0.35000000000000003 647.50000000000011 0.75000000000000011 3.5000000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 -3 5 -5 -2 -6 9 -4 -10 -12 -11 right_child=2 3 8 4 7 -7 -8 -9 10 12 11 -13 -14 leaf_value=-0.031719607814397442 0.0038260918485525869 0.028194027363582615 0.00066304116621182529 -0.00030854784053886729 -0.0079444579618763757 -0.039068260050803584 0.035521340447960334 -0.00095360426422894671 -0.013250765154205493 0.035747263633364952 0.00055711368181304713 0.0063689770875217551 0.014856339799029158 leaf_weight=11.500316943973301 14.093362987041475 6.8747967779636374 18.498933851718903 9.7620933279395121 212.06275237351656 11.657298639416693 16.872096076607704 425.41064630448818 14.943955227732657 11.218971833586695 131.75875774025917 375.53336854279041 11.291261523962019 leaf_count=278 70 37 79 54 2610 72 86 2896 64 53 564 1692 51 internal_value=0.000643738 -0.0041084 0.00606632 -0.0035771 -0.00395839 -0.0224279 0.0218232 -0.00329582 0.00515406 0.0152902 0.00432085 0.00487337 0.0265586 internal_weight=1271.48 677.268 594.211 665.768 658.893 21.4194 30.9655 637.473 563.245 41.0092 522.236 507.292 22.5102 internal_count=8606 5947 2659 5669 5632 126 156 5506 2503 183 2320 2256 104 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=25 num_cat=0 split_feature=0 0 0 6 1 0 3 0 0 2 5 0 6 6 3 2 2 0 0 5 5 2 5 0 split_gain=11.2152 4.35339 3.11665 2.78835 3.33848 2.94062 2.36015 2.41982 2.32189 2.30098 1.89276 7.64725 4.64143 2.15964 3.84632 2.22365 1.32459 1.63155 1.92266 1.26101 2.35279 2.54197 0.896578 0.0296766 threshold=564.50000000000011 492.50000000000006 661.50000000000011 2.5000000000000004 5.5000000000000009 547.50000000000011 5.5000000000000009 547.50000000000011 548.50000000000011 7.3500000000000005 6.5000000000000009 575.50000000000011 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0500000000000003 7.3500000000000005 456.50000000000006 477.50000000000006 1.5000000000000002 1.0000000180025095e-35 1.3500000000000003 7.5000000000000009 479.50000000000006 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=1 16 10 4 9 -6 8 -8 -5 -3 13 -12 -13 14 -2 -15 23 22 -19 20 21 -4 -18 -1 right_child=2 3 19 6 5 -7 7 -9 -10 -11 11 12 -14 15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.021250777033725389 0.0053025536121628185 0.002086335025698239 0.033581074420932187 -0.0098187588674523343 -0.041329846447482624 -0.0036341139096694032 -0.017889087333935506 0.021453630460427982 -0.044761558895857749 -0.0064073531614503507 0.048487510498385213 0.019043347634564747 -0.026547212664051242 -0.0065936459546604449 -0.0096689827633267798 0.0049899559247497333 -0.043442065812357891 0.0042877162154862682 -0.020218589427709599 0.026848501973303358 -0.0030377624703417159 0.0044893076856045554 -0.010954870067134054 -0.043308533446182643 leaf_weight=5.5058717969804984 83.148032009601593 198.4118274115026 14.023882955312731 10.787823952734472 9.1228022798895854 11.683042883872984 8.1933023221790773 5.7801148667931548 9.5816549658775312 131.43027044832706 10.162420287728311 10.634571567177774 9.697145462036131 43.700786620378494 86.187119469046593 533.3799065798521 5.5878545530140382 15.431650578975679 14.490783177316187 15.449421480298041 19.866638511419296 16.653630927205086 5.212592501193285 5.0755470134317875 leaf_count=101 398 1725 68 102 85 86 78 41 68 1370 60 57 50 185 478 2556 145 264 278 70 87 72 122 102 internal_value=0.000689036 -0.00580551 0.0040595 -0.00393882 -0.00256493 -0.0215293 -0.0173555 -0.000935104 -0.0278151 -0.00129212 0.00315435 0.0152035 -0.00269168 0.00263572 -0.00230024 0.00409422 -0.0193746 -0.0144284 -0.00768851 0.0144346 0.0100959 0.0185864 -0.0304436 -0.0350888 internal_weight=1279.2 436.295 842.904 384.991 350.648 20.8058 34.3429 13.9734 20.3695 329.842 776.91 30.4941 20.3317 746.416 169.335 577.081 51.3043 40.7229 29.9224 65.9936 50.5442 30.6775 10.8004 10.5814 internal_count=8648 4567 4081 3555 3266 171 289 119 170 3095 3784 167 107 3617 876 2741 1012 809 542 297 227 140 267 203 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=21 num_cat=0 split_feature=0 3 2 0 2 2 2 4 0 2 0 2 0 4 0 0 5 2 5 5 split_gain=8.27908 2.76153 3.16321 2.30229 2.18225 5.66476 3.42861 1.93946 4.81057 3.119 1.92627 1.874 1.69218 1.27706 1.57525 1.91613 1.50978 1.45544 1.03786 0.856494 threshold=584.50000000000011 4.5000000000000009 9.4500000000000011 701.50000000000011 6.3500000000000005 5.9500000000000011 6.7500000000000009 4.5000000000000009 563.50000000000011 6.2500000000000009 462.50000000000006 10.850000000000003 509.50000000000006 2.5000000000000004 651.50000000000011 665.50000000000011 4.5000000000000009 2.4500000000000006 2.5000000000000004 7.5000000000000009 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 2 4 13 5 -1 -6 8 12 -10 19 -12 -3 17 16 -16 -15 -2 -19 -9 right_child=3 7 -4 -5 6 -7 -8 10 9 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 leaf_value=0.0020957148346660548 -0.014984346065562823 -0.041882028335289145 -0.025522318323329907 0.025016659672824182 0.030175717794130176 -0.031976685962806325 0.0029220243523894462 -0.033557031430927357 -0.010319589428841862 0.012630502238592438 -0.0049272076581281877 0.013770674765126346 -0.017287883562328937 0.0010301060895316048 0.016427142284628573 0.00052023352370292439 0.0089102360132167404 0.0073486515265983364 -0.010098572674705228 -0.0057208108500679325 leaf_weight=82.444411143660545 20.006560668349266 8.1080271415412408 10.113528855144976 10.753660351037977 13.744635205715893 13.263293128460644 56.935257531702518 7.4068077690899354 37.767264366149902 22.885498523712158 310.47131822630763 12.92742672562599 66.059673059731722 406.92906109988689 45.435581684112549 33.202140420675278 71.030624702572823 24.396858260035515 11.736067056655882 5.5779167003929615 leaf_count=531 86 131 101 54 96 97 456 186 208 130 2993 191 554 1854 185 147 343 103 54 128 internal_value=-0.00107101 -0.00502915 0.000278072 0.00303432 0.00201927 -0.00285621 0.00863866 -0.00702407 -0.0121054 -0.00151455 -0.00494284 -0.00412423 -0.0205645 0.00260024 0.00333147 0.00986463 0.00222779 -0.00449344 0.00142775 -0.0232209 internal_weight=1271.2 647.705 176.501 623.491 166.388 95.7077 70.6799 471.204 134.82 60.6528 336.383 323.399 74.1677 612.737 556.597 78.6377 477.96 56.1395 36.1329 12.9847 internal_count=8628 5802 1281 2826 1180 628 552 4521 1023 338 3498 3184 685 2772 2529 332 2197 243 157 314 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=24 num_cat=0 split_feature=0 0 2 4 2 5 2 5 4 2 0 0 2 5 0 0 2 2 2 2 4 2 0 split_gain=8.79076 3.07365 2.40952 5.74181 6.55546 3.61063 3.11482 2.31335 2.03507 2.17521 3.17473 1.93 1.88821 3.09387 1.82913 1.98865 1.92886 3.06361 1.14751 1.12498 2.61854 2.04927 0.194264 threshold=587.50000000000011 519.50000000000011 5.4500000000000011 5.5000000000000009 4.0500000000000007 1.5000000000000002 5.9500000000000011 1.5000000000000002 5.5000000000000009 11.350000000000003 473.50000000000006 573.50000000000011 9.4500000000000011 3.5000000000000004 590.50000000000011 614.50000000000011 1.1500000000000001 1.8500000000000003 4.4500000000000011 1.1500000000000001 2.5000000000000004 1.9500000000000002 497.50000000000006 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 8 3 7 -5 11 -7 -3 12 10 -10 -4 13 -1 18 16 -16 -18 -2 20 -17 -21 -14 right_child=14 2 5 4 -6 6 -8 -9 9 -11 -12 -13 22 -15 15 19 17 -19 -20 21 -22 -23 -24 leaf_value=-0.037936219554345223 0.004682477045615298 -0.027829343960113523 0.024725503772663721 0.025117588041695296 -0.0073733807531726342 0.010451805769726517 -0.0037998712588856276 -0.0094149955423731228 -0.029532033957369103 0.016353135539268423 -0.0036629310583089695 -0.0023649707980896643 -0.045079386186093258 -0.0041115266220953413 -0.017026117341353897 -0.008503066050073638 0.027552466569580894 -0.00047869219892846714 0.023483998361219841 -0.0061531768126226677 0.016694429982812387 0.0059968240752388755 -0.020026873020367233 leaf_weight=8.3503676392137987 16.642886251211166 19.454199746251106 20.149301521480087 25.238260045647621 36.883028075098991 43.879658401012421 258.84200979024172 137.27106781303883 14.284481972455977 8.3491273038089258 57.546506479382515 8.8382664918899518 6.3891768865287286 27.093650901690125 15.227251723408697 11.951580345630644 9.2318802028894407 200.48665691912174 17.973914265632629 39.482650905847549 50.310011088848114 234.26724582910538 5.0481545552611351 leaf_count=106 83 113 145 165 271 318 2012 881 293 169 852 50 128 405 70 56 41 976 90 163 217 973 66 internal_value=-0.000491894 -0.0043874 -0.00274671 -0.00680626 0.00593644 -4.09751e-05 -0.00169001 -0.0118944 -0.0113804 -0.00631862 -0.00921083 0.0164955 -0.0196204 -0.0130399 0.00393177 0.00321626 -0.000401971 0.000856419 0.0149703 0.00564735 0.0117206 0.00421023 -0.0369231 internal_weight=1273.19 677.617 550.556 218.847 62.1213 331.709 302.722 156.725 127.061 80.1801 71.831 28.9876 46.8813 35.444 595.574 560.957 224.946 209.719 34.6168 336.011 62.2616 273.75 11.4373 internal_count=8643 5974 3955 1430 436 2525 2330 994 2019 1314 1145 195 705 511 2669 2496 1087 1017 173 1409 273 1136 194 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=23 num_cat=0 split_feature=2 4 2 2 2 2 4 2 2 3 2 6 6 2 2 4 2 5 5 4 2 3 split_gain=4.72913 3.51092 7.02699 5.47629 4.16777 5.63113 3.56172 3.16483 2.77293 2.7432 2.66272 2.33022 1.98231 5.22503 5.17257 4.60628 3.98176 2.29702 1.98727 1.84213 3.35734 2.61328 threshold=4.4500000000000011 5.5000000000000009 5.2500000000000009 11.15 9.2500000000000018 9.4500000000000011 6.5000000000000009 5.7500000000000009 6.5500000000000007 4.5000000000000009 5.4500000000000011 1.5000000000000002 2.5000000000000004 4.3500000000000005 3.7500000000000004 3.5000000000000004 2.7500000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.8500000000000003 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=12 3 6 4 10 -6 9 11 -9 -3 -2 -4 13 19 15 18 -17 -16 -14 21 -21 -1 right_child=1 2 7 -5 5 -7 -8 8 -10 -11 -12 -13 14 -15 17 16 -18 -19 -20 20 -22 -23 leaf_value=0.004075238873453668 -0.0066883402538703831 0.0012549159711950548 -0.036351537973534916 -0.041827361704628419 0.053515382188263211 0.0055444803452515791 -0.012390661833667179 0.0029513360727694321 -0.011402184493076711 0.036145704780511087 0.0016479584191034747 -0.0020305456502697681 0.0068797751359736606 0.033329570886607617 -0.037706488476499052 -0.015732562899249021 0.011509225902607488 -0.0062690534966058078 0.033654881242132416 0.016193772093220853 0.0031268433463823675 -0.011917188266930633 leaf_weight=72.949619866907597 134.67885991558433 9.3175175413489359 17.934939419850711 6.7781404517590991 7.1906949505209914 26.55794639326632 8.6060496382415277 41.729228781536222 155.84796871989965 14.881674621254204 323.58882453665137 7.2903756573796263 16.93001572787762 14.898209627717732 11.485094681382181 33.278915509581566 20.945877648890018 12.617053404450415 12.436495095491408 63.530996665358543 215.97014356404543 37.913618087768555 leaf_count=321 779 56 149 96 60 266 71 354 1846 112 2252 50 74 82 52 148 98 71 55 287 1148 185 internal_value=-0.000128201 -0.00264925 -0.00740224 -0.000193627 0.000453464 0.0171553 0.0138433 -0.0106006 -0.00834588 0.0234929 -0.000800312 -0.0270787 0.0035677 0.00517137 -0.00241314 0.00347368 -0.00510124 -0.0223541 0.0191184 0.00400152 0.00616194 -0.00140688 internal_weight=1267.36 754.402 255.608 498.794 492.016 33.7486 32.8052 222.803 197.577 24.1992 458.268 25.2253 512.956 405.263 107.693 83.5913 54.2248 24.1021 29.3665 390.364 279.501 110.863 internal_count=8612 6091 2638 3453 3357 326 239 2399 2200 168 3031 199 2521 2023 498 375 246 123 129 1941 1435 506 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=22 num_cat=0 split_feature=0 0 0 0 6 4 2 0 2 6 4 0 0 5 3 0 0 4 2 0 4 split_gain=6.30063 3.54529 2.45926 5.45912 3.16195 3.02941 2.41114 2.89424 2.09923 1.85905 2.74372 4.00852 1.85121 1.77681 1.69977 2.86795 2.47015 3.67329 1.54396 0.934088 0.388424 threshold=535.50000000000011 658.50000000000011 530.50000000000011 526.50000000000011 1.5000000000000002 5.5000000000000009 7.7500000000000009 476.50000000000006 7.2500000000000009 3.5000000000000004 5.5000000000000009 604.50000000000011 511.50000000000006 8.5000000000000018 3.5000000000000004 672.50000000000011 665.50000000000011 3.5000000000000004 5.4500000000000011 692.50000000000011 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=2 9 3 6 8 20 7 -1 -4 13 11 -11 -8 18 15 -3 -16 -18 -2 -17 -5 right_child=1 14 4 5 -6 -7 12 -9 -10 10 -12 -13 -14 -15 16 19 17 -19 -20 -21 -22 leaf_value=-0.035623169631495873 -0.0020586871567042117 -0.01434492799023171 -0.044860578135823774 0.016017470072080327 0.0058062655969935619 -0.0036075035996534876 -0.010264904679968167 -1.5810952183677265e-05 -0.0109323951940054 -0.011998519483890732 0.029677786171438854 0.017057041642138157 -0.026674290479261609 -0.020786347420278694 0.034445256761157776 0.02263854214645869 0.026354807944097888 -0.0079231137010158919 0.0021315039386679744 0.0016433721978752827 0.04072925691328505 leaf_weight=5.2379435300827017 549.75199797749519 14.018945455551146 11.963704638183122 5.7885930240154284 6.9162302240729323 10.394726417958735 62.975250979885459 70.390658032149076 9.0272112973034364 22.22763304412365 11.253458105027674 23.177583783864975 25.228758577257395 9.8122091665863973 13.681072756648062 11.940060287714006 13.908114433288576 15.379511073231695 364.30863703787327 10.186140045523642 6.646393246948719 leaf_count=108 2785 58 111 50 62 97 1142 872 87 126 64 96 286 91 57 55 64 68 2291 50 59 internal_value=-0.00083805 0.000742132 -0.00863217 -0.00645103 -0.0223203 0.0159071 -0.00967453 -0.00297988 -0.0316577 -7.90186e-05 0.00862587 0.00277341 -0.0152609 -0.000627022 0.0108558 0.00258126 0.0174856 0.00852242 -0.000382673 0.0136783 0.0316463 internal_weight=1274.21 1059.65 214.569 186.662 27.9071 22.8297 163.833 75.6286 20.9909 980.532 56.6587 45.4052 88.204 923.873 79.1138 36.1451 42.9687 29.2876 914.061 22.1262 12.435 internal_count=8679 5805 2874 2614 260 206 2408 980 198 5453 286 222 1428 5167 352 163 189 132 5076 105 109 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=16 num_cat=0 split_feature=0 0 2 2 0 5 2 1 2 2 6 0 1 0 0 split_gain=7.89568 5.45642 2.81867 9.08283 4.4225 2.3938 3.7877 2.37687 2.18459 3.26628 1.60328 0.65207 1.82384 1.23171 0.496881 threshold=492.50000000000006 662.50000000000011 9.2500000000000018 9.3500000000000032 562.50000000000011 8.5000000000000018 9.0500000000000025 4.5000000000000009 2.9500000000000006 1.3500000000000003 1.5000000000000002 449.50000000000006 2.5000000000000004 479.50000000000006 688.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 5 -4 -5 6 -2 -7 9 14 11 -1 -13 -14 -3 right_child=1 8 3 4 -6 7 -8 -9 -10 -11 -12 12 13 -15 -16 leaf_value=-0.039223048220942136 -0.0012662289303057167 0.010969794556269509 0.061373571495315388 -0.0052066600065174247 0.03001660791683541 -0.033355181175498926 -0.030958404660949124 0.0023351075757497455 0.028880520679074553 -0.006338166484888017 2.8544193185026173e-05 0.0035665430941848337 -0.014209879894784422 -0.037194800491720942 0.026690735345248035 leaf_weight=7.3566333577036849 1056.2903468683362 14.470142498612406 6.3340851552784434 43.013422999531031 10.154451601207255 10.800387866795065 9.8719713501632196 7.1007442548871031 16.369963154196739 21.872485026717186 7.4208909906446925 6.0544106382876626 15.910553451627495 12.376903139054773 12.45801857113838 leaf_count=200 6415 68 49 460 54 143 85 66 71 95 138 124 301 259 63 internal_value=-0.00130586 -0.000494877 -0.00130553 0.00918606 0.00185822 -0.00189393 -0.0015746 -0.019559 0.013459 0.00770952 -0.0207549 -0.0244847 -0.0201656 -0.025364 0.0191172 internal_weight=1257.86 1208.74 1143.57 59.502 53.1679 1084.06 1066.16 17.9011 65.1706 48.8006 49.1194 41.6985 34.3419 28.2875 26.9282 internal_count=8591 7569 7272 563 514 6709 6500 209 297 226 1022 884 684 560 131 is_linear=0 shrinkage=0.05 Tree=62 num_leaves=18 num_cat=0 split_feature=0 0 2 2 0 0 2 0 5 5 2 0 2 5 2 0 2 split_gain=5.86254 3.03621 3.16476 2.91121 3.71829 2.33578 2.14015 1.96049 3.19534 2.32791 4.17933 3.17833 1.89978 2.26999 0.562942 0.455484 0.446292 threshold=564.50000000000011 566.50000000000011 3.3500000000000001 3.9500000000000006 645.50000000000011 456.50000000000006 3.8500000000000001 560.50000000000011 2.5000000000000004 2.5000000000000004 4.1500000000000012 546.50000000000011 3.2500000000000004 3.5000000000000004 10.750000000000002 563.50000000000011 5.6500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 16 12 6 -5 14 -4 9 -9 10 -7 -11 13 -3 -1 -10 -2 right_child=1 2 3 4 -6 7 -8 8 15 11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.035966370006538802 0.030738226010613157 0.0082500921479356695 -0.0039373676938305588 0.00098746982444187321 0.019136060045147361 -0.042209323517655911 -0.024814727556937841 0.0079532186939107654 -0.017674923547231606 -0.003144544686217924 -0.0053141337718834065 0.0082508001967863849 0.025204812317665401 -0.0031023319807819165 -0.0092817398280465833 -0.037109568537735067 0.012167309082280078 leaf_weight=5.6974364258348924 9.5524052679538745 237.31509000062943 66.001726448535919 405.42122833430767 29.425844624638557 8.0683994442224485 14.52174064517021 10.043483741581438 16.202606856822971 237.96156547218561 56.480904012918472 81.222784996032715 13.084334000945089 52.738272354006767 5.006125645712018 6.4474677443504325 9.6026507169008237 leaf_count=163 55 1040 312 2093 121 58 70 71 126 2872 493 631 59 247 133 50 57 internal_value=0.00108775 0.0035203 0.00303717 0.000638265 0.00226813 -0.00366822 -0.00802196 -0.00302771 -0.0146199 -0.00199165 -0.0105757 -0.000212445 0.00708364 0.00616522 -0.0257725 -0.0247537 0.0227421 internal_weight=1264.79 837.663 818.508 515.371 434.847 427.131 80.5235 416.427 32.6936 383.734 64.5493 319.184 303.138 290.053 10.7036 22.6501 19.1551 internal_count=8651 4054 3942 2596 2214 4597 382 4301 247 4054 551 3503 1346 1287 296 176 112 is_linear=0 shrinkage=0.05 Tree=63 num_leaves=10 num_cat=0 split_feature=0 2 2 0 2 0 0 0 0 split_gain=7.75125 4.51337 2.55498 2.79372 2.67538 1.52581 1.51161 3.51537 2.78221 threshold=579.50000000000011 1.5500000000000003 2.3500000000000001 578.50000000000011 3.9500000000000006 701.50000000000011 683.50000000000011 674.50000000000011 665.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 6 7 8 -2 right_child=5 2 3 -5 -6 -7 -8 -9 -10 leaf_value=0.035871041652753677 0.0035605126985105645 -0.027004985743432977 0.0071281777435903198 -0.032744473413886171 -0.0049251439045510182 0.02128959517520658 -0.012243497084470388 0.029010447616499083 -0.016400012838971006 leaf_weight=5.8840129971504203 627.09418943524361 11.801867976784704 49.399976722896099 7.562340334057807 509.91598925739527 10.984542682766913 14.428545460104941 12.335412845015524 16.900932222604752 leaf_count=33 2896 77 339 45 4996 56 65 59 72 internal_value=-0.000106799 -0.00433124 -0.00480982 -0.00429219 -0.00384082 0.00350919 0.00317931 0.00354407 0.0030043 internal_weight=1266.31 584.564 578.68 566.878 559.316 681.744 670.759 656.331 643.995 internal_count=8638 5490 5457 5380 5335 3148 3092 3027 2968 is_linear=0 shrinkage=0.05 Tree=64 num_leaves=16 num_cat=0 split_feature=0 5 0 6 0 0 4 1 3 0 4 0 5 0 0 split_gain=8.8702 3.01814 2.01734 1.56238 2.98463 2.77664 1.54416 1.23616 1.21884 0.836609 1.20514 1.71973 0.829879 0.188657 0.944384 threshold=516.50000000000011 8.5000000000000018 622.50000000000011 1.0000000180025095e-35 555.50000000000011 615.50000000000011 5.5000000000000009 4.5000000000000009 6.5000000000000009 512.50000000000011 4.5000000000000009 501.50000000000006 1.0000000180025095e-35 494.50000000000006 505.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 4 -2 -5 12 -3 9 10 -1 -12 -4 -10 -15 right_child=1 7 6 5 -6 -7 -8 -9 13 -11 11 -13 -14 14 -16 leaf_value=-0.026584839567834084 -0.010780866468476952 -0.035114806015575498 0.001353458759732581 0.002877673938593615 0.0011155465775883773 -0.0099793956349494561 -0.0064502810263121811 -0.0024225555899225347 -0.026614768402227269 -0.022870758688033389 -0.010675951108178634 0.0065498449769055365 0.0083008082851799784 0.00074961552246277912 -0.025804743871448696 leaf_weight=6.6310833282768717 77.555750399827957 6.7444865070283395 58.106134727597237 584.68172109872103 158.01106752455235 44.125794887542725 23.220168828964233 5.4260130897164345 16.706496020779017 10.271649289876221 43.728245254606009 20.247849989682436 193.00866392254829 5.4137404933571798 6.3319018371403217 leaf_count=107 717 84 252 3620 922 185 97 51 396 132 795 268 802 88 89 internal_value=0.000263708 0.00156461 0.00184236 0.000647764 -0.00280899 0.00195309 0.00557212 -0.0222098 -0.0132751 -0.00981949 -0.00755815 -0.00513029 0.00672482 -0.0222613 -0.0140746 internal_weight=1260.21 1150.88 1138.71 864.374 235.567 628.808 274.335 12.1705 109.331 80.8788 70.6072 63.9761 251.115 28.4521 11.7456 internal_count=8605 6730 6595 5444 1639 3805 1151 135 1875 1302 1170 1063 1054 573 177 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=21 num_cat=0 split_feature=0 4 3 0 2 2 2 3 0 3 5 2 0 2 4 0 5 0 2 4 split_gain=4.38978 2.55459 8.38237 4.58268 2.81495 2.489 5.6348 3.12026 2.12438 2.57461 2.43733 2.00415 2.72201 2.29185 2.57409 2.33719 2.28766 1.68216 1.05174 0.437416 threshold=555.50000000000011 4.5000000000000009 4.5000000000000009 541.50000000000011 2.8500000000000001 8.6500000000000004 9.9500000000000011 6.5000000000000009 500.50000000000006 6.5000000000000009 4.5000000000000009 3.3500000000000001 570.50000000000011 3.4500000000000006 2.5000000000000004 597.50000000000011 5.5000000000000009 580.50000000000011 2.8500000000000001 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 2 3 -1 -3 7 -7 -4 10 -10 -6 12 -2 -13 15 -15 -16 19 -19 -14 right_child=11 4 5 -5 8 6 -8 -9 9 -11 -12 13 17 14 16 -17 -18 18 -20 -21 leaf_value=0.037277212978191497 0.024597816362153344 -0.034774303506131414 -0.034945604762075595 -0.0075822531707623476 -0.026187849656714869 0.024972613440880882 -0.03839804332904851 0.0011192788413568074 -0.001563025207288565 0.014848332225074626 -0.0035883515910238896 -0.01946550170815485 -0.016824371800804063 0.031929972476274715 -0.0015152554930043859 0.0036868154649820697 0.0084567906025971428 0.0031505636847305274 0.01079069684575874 -0.0015430057588201138 leaf_weight=9.4647275172173995 15.798205636441706 5.6698529645800582 35.02728977240622 11.57803140580654 16.009706825017929 6.956666072830556 5.2575753591954708 6.8026253953576079 184.13302297145128 26.415086381137371 43.667513113468885 13.772712722420691 9.9188220500946063 10.815392322838305 486.15327439457178 21.38135153055191 64.169404253363609 212.8670842051506 58.042805567383766 9.9838495403528196 leaf_count=82 94 45 335 82 313 76 65 75 1789 291 875 65 50 60 2583 92 384 928 257 53 internal_value=-0.0001661 -0.00490674 -0.0130392 0.0131438 -0.00263627 -0.0233784 -0.00276822 -0.0290746 -0.00181779 0.000532743 -0.0100652 0.00167457 0.00495257 -8.06116e-06 0.00047598 0.0140008 -0.000330184 0.00378758 0.00483953 -0.00983848 internal_weight=1253.89 350.982 75.0869 21.0428 275.895 54.0442 12.2142 41.8299 270.225 210.548 59.6772 902.903 306.611 596.292 582.519 32.1967 550.323 290.813 270.91 19.9027 internal_count=8594 4028 715 164 3313 551 141 410 3268 2080 1188 4566 1382 3184 3119 152 2967 1288 1185 103 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=14 num_cat=0 split_feature=0 2 0 2 0 0 1 6 1 0 1 0 2 split_gain=3.60472 1.54759 5.25467 4.10874 2.37608 5.82387 4.63593 1.78813 3.05613 2.78844 1.49745 1.4505 1.1625 threshold=456.50000000000006 9.2500000000000018 571.50000000000011 7.7500000000000009 516.50000000000011 477.50000000000006 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 567.50000000000011 6.5000000000000009 530.50000000000011 4.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 4 10 5 -3 -6 9 -9 -5 11 -2 -12 right_child=1 2 -4 7 6 -7 -8 8 -10 -11 12 -13 -14 leaf_value=-0.02874117889575474 0.0061205575062734316 0.023482360731251831 0.043097363205542333 0.006692104756226433 0.04324622854675797 -0.021414660864166012 0.00067866686652806032 -0.032363883085176424 -0.0082429098883172614 -0.024751102223235757 0.003547851504989704 -0.00068704574639455321 0.018277613863113659 leaf_weight=10.094241669401525 84.704269651323557 9.40565373003483 7.8314255923032752 30.244648166000843 7.449542209506034 22.521285321563482 27.496439207345247 16.29144786670804 64.293496459722519 8.1002864316105825 58.393192984163761 895.77686959505081 17.237491622567177 leaf_count=294 1041 170 39 382 69 377 227 201 534 48 260 4924 77 internal_value=-0.000364313 -0.000108318 0.00681613 -0.000558219 0.00192123 -0.00772471 0.0108427 -0.00933026 -0.0135175 -0.000283382 0.000432771 -8.82022e-05 0.00716496 internal_weight=1259.84 1249.75 74.7043 1175.04 66.8729 31.9269 34.946 118.93 80.5849 38.3449 1056.11 980.481 75.6307 internal_count=8643 8349 882 7467 843 547 296 1165 735 430 6302 5965 337 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=18 num_cat=0 split_feature=2 5 5 5 5 2 1 1 5 2 4 2 2 2 1 2 2 split_gain=1.48154 1.48319 2.28572 1.29609 1.77012 5.88176 5.57585 3.11199 1.57806 3.19305 1.61075 1.45477 5.56147 1.37827 1.33191 6.63838 1.88345 threshold=0.35000000000000003 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 6.5000000000000009 6.6500000000000012 4.5000000000000009 4.5000000000000009 8.5000000000000018 8.7500000000000018 6.5000000000000009 9.2500000000000018 9.3500000000000032 11.65 3.5000000000000004 5.9500000000000011 5.4500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 11 5 6 -5 -7 10 -10 -6 14 -13 -14 15 -2 -16 right_child=3 2 -4 4 8 7 -8 -9 9 -11 -12 12 13 -15 16 -17 -18 leaf_value=0.022983771866612185 0.0097325174302722306 -0.01412628621700962 0.012482664526684182 0.019835977649679256 0.0071000302168967066 -0.032695394031269906 -0.013037795550478843 -0.0012582457754850768 -0.021257913559272864 0.011704948108378306 -0.0105652757682108 0.053675030223027033 0.005714365768029475 -0.019846911358517544 -0.001352322628538983 -0.020837556903479174 0.0033437623488117908 leaf_weight=12.209866315126417 32.022057745605707 11.590550065040587 21.259861707687378 22.829396989196539 66.9627336114645 27.036208992823958 27.049491461366415 11.52907834947109 19.337918175384406 10.489336302503942 14.813991157338021 5.0441711768507949 39.214368188753724 5.0331376940011969 558.48419092968106 37.309657610952854 343.78513392992318 leaf_count=59 225 51 96 194 652 351 164 97 265 195 228 38 424 83 2801 410 2333 internal_value=-3.58025e-05 0.0087628 0.0028066 -0.000371523 -0.00404304 -0.00928449 0.00200429 -0.023693 0.000111885 -0.00950002 0.00375055 0.000346285 0.00863923 0.00232191 -7.77457e-05 -0.00670952 0.000433178 internal_weight=1266 45.0603 32.8504 1220.94 200.048 88.4442 49.8789 38.5653 111.604 29.8273 81.7767 1020.89 49.2917 44.2475 971.601 69.3317 902.269 internal_count=8666 206 147 8460 2146 806 358 448 1340 460 880 6314 545 507 5769 635 5134 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=18 num_cat=0 split_feature=0 2 2 3 0 2 0 4 2 0 5 0 2 2 2 5 5 split_gain=6.75236 3.27129 4.79767 2.64224 2.15252 1.92034 2.39866 1.90071 1.79945 1.66515 3.01277 2.72726 4.23144 2.33564 2.23213 2.23034 0.681559 threshold=528.50000000000011 5.4500000000000011 4.3500000000000005 6.5000000000000009 530.50000000000011 11.750000000000002 499.50000000000006 5.5000000000000009 10.250000000000002 646.50000000000011 1.5000000000000002 640.50000000000011 2.7500000000000004 2.2500000000000004 3.5500000000000003 1.0000000180025095e-35 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -2 6 -3 -4 16 11 15 14 -13 -12 -6 -11 -5 right_child=4 3 7 8 9 -7 -8 -9 -10 10 13 12 -14 -15 -16 -17 -18 leaf_value=-0.022058621368888122 0.021429569522320821 0.003254314162741976 0.041649985016386011 -0.015940473545730732 0.0045481576583568089 -0.035919322702989261 -0.012358443847580471 0.0058336955272561405 -0.0036354668911022826 0.0090963798448258203 0.032072195220960199 -0.032825264239168692 0.0026240633894946031 0.0057840858677336224 -0.0010034013874361263 -0.0071081444120240332 -0.038158720041249566 leaf_weight=8.0706213265657443 11.647702902555464 36.168077209964395 6.6394535079598418 8.3158492706716078 245.71532429754734 5.3086917344480744 71.01653054729104 8.6872843857854587 8.2724426090717298 41.250046193599701 15.775593161582945 14.838708579540251 17.173004001379013 19.26915168762207 677.35281140729785 41.558554992079735 16.070082873106003 leaf_count=89 104 683 69 130 1175 110 839 98 174 186 72 60 70 79 4184 177 320 internal_value=-0.000536068 -0.00981799 0.00715694 -0.0126187 0.000909495 -0.00877285 -0.00706252 0.0232561 -0.025063 0.000662328 0.00624365 -2.6967e-05 -0.0141532 0.018318 0.000472303 0.000916494 -0.0317054 internal_weight=1253.13 168.549 23.3974 145.152 1084.58 112.493 107.185 15.3267 32.6584 1072.93 117.853 955.08 32.0117 35.0447 923.068 82.8086 24.3859 internal_count=8619 2512 256 2256 6107 1632 1522 167 624 6003 514 5489 130 151 5359 363 450 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=22 num_cat=0 split_feature=0 2 2 5 0 2 4 3 2 2 0 2 2 0 2 0 1 0 0 0 2 split_gain=4.32945 3.1146 2.53624 5.39209 4.23135 1.89662 5.96041 5.49095 3.90356 5.20833 4.21943 3.27006 2.72741 2.35039 3.5571 1.99857 1.3984 1.37742 2.38728 1.30294 1.21673 threshold=564.50000000000011 12.15 8.9500000000000011 2.5000000000000004 466.50000000000006 6.5500000000000007 4.5000000000000009 4.5000000000000009 6.0500000000000007 5.5500000000000007 572.50000000000011 3.3500000000000001 7.3500000000000005 570.50000000000011 7.7500000000000009 602.50000000000011 5.5000000000000009 556.50000000000011 552.50000000000011 606.50000000000011 3.7500000000000004 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 17 -4 -5 8 7 19 9 11 -10 -2 -9 -8 -15 -12 -11 18 -1 -7 -19 right_child=5 -3 3 4 -6 6 13 12 10 16 15 -13 -14 14 -16 -17 -18 20 -20 -21 -22 leaf_value=-0.004736195069418068 0.0051006991745277102 -0.037192156913455419 -0.028036171438633857 -0.020627091205045269 0.01495705375746797 -0.0036705789768294223 -0.020694277875941771 0.048889992795451691 0.016862654526527517 0.010952690970388838 -0.028051587483989105 -0.00229859534790928 0.017751157888838021 0.012340701332612112 -0.013033629818775148 -0.0054209445596444666 0.028282194103792499 -0.02704163574120971 0.010331233232233963 0.016625050179424148 -0.0079372549707497457 leaf_weight=248.16828173026443 298.19008454680443 5.7372013665735713 9.5956172458827478 8.6692210920155031 60.497811198234558 19.859025940299038 12.45496855676174 14.960485458374022 9.6577169448137266 38.509518623352051 22.768461018800735 296.206688195467 17.125344797968864 34.70494319498539 21.447133369743824 18.619161501526833 18.724326208233833 9.8002108782529813 28.270383410155773 11.586547732353209 52.658396229147911 leaf_count=2733 1326 123 99 214 762 102 78 77 58 200 124 1466 91 186 122 80 87 68 210 49 402 internal_value=0.000719943 -0.00338815 -0.00282413 0.00518184 0.0101954 0.00281101 0.0082948 0.0192114 0.00176235 0.00281707 -0.0114012 0.00140733 0.0334601 -0.00187315 0.00250308 -0.0183567 0.0170963 -0.00470926 -0.0031456 0.00393543 -0.0113926 internal_weight=1258.21 423.397 417.66 78.7626 69.167 834.814 132.138 63.5314 702.676 651.631 51.0453 594.397 32.0858 68.607 56.1521 41.3876 57.2338 338.897 276.439 31.4456 62.4586 internal_count=8657 4611 4488 1075 976 4046 705 319 3341 3079 262 2792 168 386 308 204 287 3413 2943 151 470 is_linear=0 shrinkage=0.05 Tree=70 num_leaves=15 num_cat=0 split_feature=0 0 2 4 2 1 2 2 4 4 0 2 2 1 split_gain=5.05762 2.94998 3.16516 5.99922 3.32885 2.65683 2.09473 6.23856 3.68716 1.5564 1.21883 1.18716 1.11706 1.06314 threshold=661.50000000000011 536.50000000000011 9.2500000000000018 5.5000000000000009 8.8500000000000032 5.5000000000000009 9.3500000000000032 8.9500000000000011 5.5000000000000009 6.5000000000000009 562.50000000000011 3.5500000000000003 1.8500000000000003 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 10 9 6 7 -1 -8 -3 -4 12 13 -2 right_child=11 2 3 -5 -6 -7 8 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.0058076129534673079 0.02226418431286363 -0.00090869017395484638 0.0157607172028424 -0.015491968459112868 -0.024963877646573072 -0.038637547233780135 -0.031620086035609084 0.029604855082477694 -0.0037435733082248953 0.00775175061276644 0.044370754000347588 0.027492087574345445 0 0.0029800500507079393 leaf_weight=144.92971901409328 18.902936100959781 891.70538756251335 9.6700825318694168 9.3276107907295209 13.011529311537741 5.4190180152654639 18.58017511293292 12.576419280841945 32.139838304370642 54.020186148583889 9.3297379836440069 11.230790287256239 19.423100039362907 12.722379028797148 leaf_count=1861 90 4808 73 69 95 60 269 173 583 365 46 49 85 64 internal_value=-0.000698214 -0.00142692 -0.000266137 0.015907 -0.000765285 -0.00674033 -0.00570561 -0.00277955 -0.0144661 -0.000401056 0.0315756 0.0130723 0.00933658 0.0149889 internal_weight=1262.99 1200.71 987.065 28.3274 958.737 213.645 208.226 157.506 50.72 945.726 18.9998 62.2792 51.0484 31.6253 internal_count=8690 8402 5456 188 5268 2946 2886 2034 852 5173 119 288 239 154 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=23 num_cat=0 split_feature=3 2 2 5 4 4 0 4 0 3 0 2 5 2 6 3 5 4 0 6 2 6 split_gain=4.20778 3.70154 4.42276 3.93794 2.61551 4.8639 2.32336 2.25257 3.04163 2.23649 2.219 2.40204 1.69389 3.62397 2.47951 4.57889 2.2287 1.71478 2.60955 2.24763 2.1023 2.09945 threshold=5.5000000000000009 5.3500000000000005 6.2500000000000009 2.5000000000000004 4.5000000000000009 5.5000000000000009 526.50000000000011 4.5000000000000009 587.50000000000011 6.5000000000000009 446.50000000000006 8.5500000000000025 2.5000000000000004 10.750000000000002 1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 6.5000000000000009 581.50000000000011 2.5000000000000004 6.2500000000000009 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 left_child=12 3 4 7 -3 -6 -5 -2 -9 -8 -4 -12 17 14 15 -14 -16 19 -19 21 -21 -1 right_child=1 2 10 6 5 -7 9 8 -10 -11 11 -13 13 -15 16 -17 -18 18 -20 20 -22 -23 leaf_value=-0.00047341844173180421 0.0016621459404744601 -0.043518371146925625 -0.03492379931208759 -0.015299628627890277 0.0064231175748345444 -0.035280512542196676 0.016518176300358543 0.0012270653917087068 -0.03613032438342316 -0.0057006543927239388 -0.0094042158386575189 0.0035422698486114405 0.013752632504028708 0.031642590939274622 -0.0064535843628092315 -0.00447513539634315 0.0013988814817942916 -0.02724401572555726 0.0085712540779020532 -0.0062019514736440795 0.015675918536296019 0.0083889255269223618 leaf_weight=89.685834672302008 18.93459764868021 12.054894894361494 5.3367810007184735 7.9652939718216649 13.180201914161445 12.93476404622197 51.411685384809971 8.5305468738079089 12.682162642478941 13.515585400164126 92.75724421069026 56.600066352635622 67.007879324257374 7.5225444324314585 225.46594109386206 68.524513954296708 148.35627302341163 9.9866419062018412 8.4924467206001264 73.730199791491032 11.811823096126316 248.64863676205277 leaf_count=475 94 85 167 97 106 134 320 57 60 85 971 767 438 108 1302 616 1069 79 41 329 60 1203 internal_value=-0.000362783 -0.00546209 -0.00965964 0.00167765 -0.02473 -0.0145877 0.00860481 -0.0106814 -0.0215033 0.0118008 -0.00577403 -0.00447387 0.0012622 -0.00067343 -0.00122156 0.00453486 -0.00332847 0.00353161 -0.0109327 0.0041982 -0.002977 0.00603049 internal_weight=1265.14 305.904 192.864 113.04 38.1699 26.115 72.8926 40.1473 21.2127 64.9273 154.694 149.357 959.233 516.877 509.355 135.532 373.822 442.356 18.4791 423.876 85.542 338.334 internal_count=8663 2943 2230 713 325 240 502 211 117 405 1905 1738 5720 3533 3425 1054 2371 2187 120 2067 389 1678 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=18 num_cat=0 split_feature=0 0 3 0 2 0 3 6 6 5 0 0 0 5 5 0 0 split_gain=3.63828 4.59888 3.0171 2.53738 2.16085 3.67762 3.03566 4.64161 2.71773 9.46453 2.90587 2.95962 2.44537 2.30599 1.79419 1.70499 1.49088 threshold=599.50000000000011 597.50000000000011 2.5000000000000004 464.50000000000006 2.7500000000000004 609.50000000000011 4.5000000000000009 2.5000000000000004 1.5000000000000002 3.5000000000000004 652.50000000000011 627.50000000000011 653.50000000000011 2.5000000000000004 7.5000000000000009 583.50000000000011 609.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 14 5 -2 7 -7 10 12 11 -6 -10 -8 -4 -5 -11 right_child=4 -3 3 15 8 6 13 -9 9 16 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.034247382271102307 -0.020624682569871162 -0.026310143219917217 -0.035235954563178323 -0.0021000090967296515 0.0037529051833938734 0.0031922744519840753 0.019077474901567335 -0.019410771536256713 0.0073701916934609717 0.050777234153304186 0.020585680143744664 -0.012117967039919228 -0.012560868854095394 -0.0057314403439346828 0 0.0039388818077853152 0.023962273738687367 leaf_weight=6.052904099225997 20.121030762791634 18.447184607386589 8.3186745122075063 607.69792751222849 92.600390017032623 85.096196621656418 33.196693748235703 29.78012977540493 92.368588373064995 11.2813767939806 16.241977035999298 41.720526218414307 17.339414492249489 11.988464310765265 5.7099887263029805 143.30162610113621 17.642930641770363 leaf_count=35 93 95 237 5391 422 366 140 128 394 53 69 172 73 50 150 743 75 internal_value=-0.000200826 -0.00227617 -0.00166138 -0.00135266 0.00327685 -0.000995096 0.00155419 -0.00274105 0.00594997 0.0109797 0.00124387 -0.00119281 0.00408991 0.0124054 -0.0217115 -0.000937346 0.0359354 internal_weight=1258.91 789.528 771.081 765.028 469.378 180.183 160.061 114.876 289.195 138.632 150.563 134.321 109.708 45.1852 14.0287 751 28.9243 internal_count=8686 6651 6556 6521 2035 777 684 494 1258 595 663 594 467 190 387 6134 128 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=24 num_cat=0 split_feature=0 5 2 0 6 6 0 2 0 3 2 2 5 2 4 0 3 2 5 0 2 3 0 split_gain=3.63603 1.86472 3.15896 2.97783 4.65055 3.39801 2.13426 1.91795 1.77568 1.71868 3.89606 5.33233 2.42454 4.84341 4.65471 6.6931 4.28556 2.39435 1.79996 1.59649 1.40969 1.28465 0.613808 threshold=580.50000000000011 3.5000000000000004 1.7500000000000002 600.50000000000011 1.5000000000000002 1.5000000000000002 584.50000000000011 5.7500000000000009 587.50000000000011 4.5000000000000009 8.6500000000000004 7.6500000000000012 3.5000000000000004 2.4500000000000006 4.5000000000000009 562.50000000000011 6.5000000000000009 8.4500000000000011 4.5000000000000009 540.50000000000011 9.2500000000000018 5.5000000000000009 536.50000000000011 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=9 6 -3 5 -5 -4 7 -2 -8 10 11 18 13 -11 15 -14 -16 -15 -1 -13 -12 -10 -22 right_child=1 2 3 4 -6 -7 8 -9 21 12 20 19 14 17 16 -17 -18 -19 -20 -21 22 -23 -24 leaf_value=-0.0031055620870152727 0.0058307889251326172 -0.022385131627189365 0.0026128563270355707 -0.0038525217771053105 0.02089963754798467 -0.018949882992820535 -0.011867342118551196 0.032924424196839157 0.0051175986570715978 -0.045603613216066895 -0.033815457061669746 0.0091800184244041228 -0.024766506105684559 -0.0037274841005316642 0.0057907577248801339 0.0079095600527306596 -0.01277549815992436 -0.020324044817174199 0.0095471788067800368 0.043494846561330555 -0.016602543502812102 -0.0036790172643788909 0.0044956265274009215 leaf_weight=79.615840099751949 16.399678185582165 15.556323587894438 42.298749774694443 39.886357560753822 34.310169979929924 30.461909472942352 16.676340728998184 11.227485314011572 412.80613246560097 7.6689375638961783 7.7341056689620045 6.5946214050054577 41.414425056427717 119.22894778288901 170.34870327264071 23.9366754591465 36.888967787846923 26.150065518915653 41.990765776485205 9.5468311309814435 5.6363154612481576 44.741512015461922 5.9416873380541801 leaf_count=521 89 68 229 179 149 162 91 62 1812 48 70 70 447 947 1895 141 601 288 331 66 74 211 42 internal_value=0.000424135 0.00295394 -0.00167098 0.000624424 0.00765267 -0.00648132 0.00446191 0.0177816 0.00363963 -0.00245179 0.00198794 0.00499852 -0.00410259 -0.00912239 -0.00124285 -0.0127838 0.00241641 -0.0068654 0.00126488 0.0311206 -0.0184284 0.00424037 -0.0058811 internal_weight=1247.06 664.365 162.514 146.957 74.1965 72.7607 501.851 27.6272 474.224 582.697 157.06 137.748 425.637 153.048 272.589 65.3511 207.238 145.379 121.607 16.1415 19.3121 457.548 11.578 internal_count=8593 3052 787 719 328 391 2265 151 2114 5541 1174 988 4367 1283 3084 588 2496 1235 852 136 186 2023 116 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=17 num_cat=0 split_feature=0 0 0 6 2 0 2 4 0 6 2 5 1 4 0 2 split_gain=3.43821 3.95817 1.97487 3.86179 3.71389 2.35166 2.06896 1.67753 3.21279 2.87425 2.13382 1.36081 2.16433 1.47435 1.21905 0.64537 threshold=637.50000000000011 639.50000000000011 625.50000000000011 1.0000000180025095e-35 3.7500000000000004 623.50000000000011 1.8500000000000003 2.5000000000000004 663.50000000000011 1.5000000000000002 2.9500000000000006 2.5000000000000004 5.5000000000000009 4.5000000000000009 654.50000000000011 5.4500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 -4 6 11 -5 8 -3 14 -11 13 -13 -1 -9 -6 right_child=1 7 3 4 15 -7 -8 9 -10 10 -12 12 -14 -15 -16 -17 leaf_value=0.0059264039714990767 0.032443319272810994 -0.024493142500372853 -0.030772191555339404 -0.0050908635288639615 -0.023041106197857274 0.018865751456251245 0.018419358278239484 0.0073346242376361032 0.0084034640812194906 -0.0074093833603929796 0.010796560691341947 -0.00050328175709454716 -0.0083090911760430059 -0.00096717358363216472 0.022176857049987744 -0.0063925373676945816 leaf_weight=145.51134258136153 13.034708514809607 12.329402863979341 14.522027984261511 16.181531861424446 15.296577259898188 14.982299089431761 19.397285178303719 30.976322427392006 15.636981800198553 39.881847023963928 25.527220144867897 580.46136712469161 104.26639104261994 162.1445797868073 29.002393573522568 12.259869858622549 leaf_count=749 53 50 61 65 63 61 78 126 75 171 105 5185 584 1038 132 51 internal_value=0.000269152 0.00694221 -0.00075501 -0.00838659 -0.00276009 -0.000154004 0.00774317 0.00454614 -0.00627178 0.00702905 -0.000173268 -0.000464887 -0.00170958 0.0022857 0.0148395 -0.0162925 internal_weight=1251.41 166.389 1085.02 77.6573 63.1353 1007.37 35.5788 153.354 27.9664 125.388 65.4091 992.384 684.728 307.656 59.9787 27.5564 internal_count=8647 712 7935 318 257 7617 143 659 125 534 276 7556 5769 1787 258 114 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=18 num_cat=0 split_feature=6 2 4 2 1 1 3 4 5 2 5 2 2 2 6 4 3 split_gain=2.41815 4.02117 3.28643 5.11757 3.78705 2.08637 2.70082 1.86182 3.77235 1.80913 2.378 1.79771 1.6816 5.10349 1.6342 0.612155 0.519672 threshold=1.0000000180025095e-35 10.950000000000001 4.5000000000000009 10.850000000000003 3.5000000000000004 2.5000000000000004 4.5000000000000009 4.5000000000000009 2.5000000000000004 2.0500000000000003 7.5000000000000009 8.2500000000000018 1.5500000000000003 3.4500000000000006 2.5000000000000004 5.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 4 5 -1 -4 -7 8 16 14 -11 -10 -6 -14 -9 -3 -2 right_child=1 15 3 -5 12 6 -8 9 11 10 -12 -13 13 -15 -16 -17 -18 leaf_value=-0.026547444175118253 0.0038110594549639627 -0.039953501860254405 0.016597282152702297 0.029699300536902673 0.02036771858997952 -0.0017756277201106464 -0.015186892670132094 -0.00015809152646218403 -0.0076006920719159073 0.0052115633364566896 -0.010621823612651704 0.0095369593164558539 -0.016449033393313488 0.008137622291489786 -0.021725999299100046 -0.012815988841082985 -0.0039858216669207934 leaf_weight=9.8974623121321184 213.64546894282103 5.0903346072882396 6.0376196634024373 7.4119703322648993 13.264955922961233 55.081784775480628 125.37492171302438 31.834239900112152 187.87537387572229 400.82761481776834 24.090978730469942 15.556602131575344 27.029625076800585 84.011003997176886 11.395326182246206 6.5008989218622446 22.305467672646046 leaf_count=95 975 66 108 155 60 372 1286 150 1061 2878 323 127 135 536 51 119 116 internal_value=-0.000620141 0.00069136 -0.00430014 -0.00845118 0.00167875 -0.0101444 -0.0111532 0.00108483 -0.00124335 0.00327859 0.00427931 -0.00622546 0.00416 0.00201469 -0.00631911 -0.0273573 0.00303917 internal_weight=1247.23 919.122 328.109 193.906 134.203 186.494 180.457 907.531 439.383 468.148 424.919 203.432 124.306 111.041 43.2296 11.5912 235.951 internal_count=8613 5866 2747 1921 826 1766 1658 5681 2279 3402 3201 1188 731 671 201 185 1091 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=13 num_cat=0 split_feature=0 2 6 0 0 0 2 4 2 2 4 0 split_gain=2.86915 3.35142 3.0565 2.69497 3.84233 2.27899 1.72173 1.62224 1.3042 4.20023 1.43403 0.136262 threshold=492.50000000000006 7.5500000000000007 1.5000000000000002 476.50000000000006 466.50000000000006 699.50000000000011 9.4500000000000011 1.5000000000000002 10.850000000000003 11.450000000000001 4.5000000000000009 478.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 -3 7 -5 -2 10 -10 -9 -1 right_child=5 2 -4 6 -6 -7 -8 8 9 -11 -12 -13 leaf_value=-0.04343419453989663 -0.017220789657718422 -0.01502915272670512 0.029116461948381925 -0.0045259571523442099 0.029770162047066995 0.023511647645799001 -0.044308112885460826 0.0030862041993681834 0.039905119443898268 -0.014755250317165292 -0.00040773158151471761 -0.019735732245557521 leaf_weight=5.2223912905901653 10.777943275868891 11.321227889508014 5.0625159908086053 5.3789202123880369 6.8030117601156226 10.606576740741728 5.9714850522577763 548.07131906598806 7.1510303169488889 5.2904510051012039 626.32079156860709 5.3283365722745657 leaf_count=117 49 316 101 114 121 55 135 2925 77 67 4462 120 internal_value=0.00096627 -0.0112673 -0.00321145 -0.00970134 0.0022024 0.00143587 -0.0277533 0.00121674 0.00140274 0.0169215 0.00121982 -0.0346436 internal_weight=1253.31 45.0879 34.5372 29.4746 18.1242 1208.22 11.3504 1197.61 1186.83 12.4415 1174.39 10.5507 internal_count=8659 1024 787 686 437 7635 249 7580 7531 144 7387 237 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 2 3 split_gain=6.53497 2.71236 1.9333 1.57749 4.78515 2.59207 1.68878 1.69788 1.18697 0.910585 0.833509 1.90887 1.34488 0.738676 0.720494 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 7.7500000000000009 5.5000000000000009 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 13 11 -1 -12 -5 -4 right_child=3 -3 14 5 -6 6 7 -9 -10 -11 12 -13 -14 -15 -16 leaf_value=0.0043214965111262613 -0.012032235838522606 0.022991399483193144 -0.0054932669136674465 -0.026365111865515829 0.034921357997238493 0.0077158884302595352 0.021736153081130916 -0.0026396788808290897 -0.010267663701069735 -0.033931295604340661 -0.0048128906418938135 -0.00054707528372219911 0.0044635335022942856 -0.0059744649844200928 -0.030367127370575869 leaf_weight=443.77290089428425 13.863761559128763 13.497832991182802 7.7335721813142282 7.2233982980251374 7.5180101208388797 8.7889063507318479 7.7127302438020697 37.921277843415737 139.28354004956782 10.799541326239703 115.08851182833314 364.48920244351029 57.522312667220831 13.386581065133212 5.1849170029163361 leaf_count=2256 89 110 85 51 56 64 89 621 1554 99 592 2538 282 110 72 internal_value=-0.000283372 0.00149973 0.00117998 -0.00756667 0.00507628 -0.00880676 -0.00653914 0.00175069 -0.0091221 -0.0220039 0.00144584 0.00212185 -0.00168483 -0.0142417 -0.0173003 internal_weight=1253.79 1007.29 993.791 246.498 21.3818 225.116 193.706 45.634 148.072 31.4095 980.873 808.262 172.611 20.61 12.9185 internal_count=8668 5935 5825 2733 145 2588 2328 710 1618 260 5668 4794 874 161 157 is_linear=0 shrinkage=0.05 Tree=78 num_leaves=15 num_cat=0 split_feature=0 5 6 0 3 2 2 2 2 5 2 5 2 2 split_gain=4.04627 2.8824 2.31222 2.85552 2.33421 1.83001 5.23266 3.68923 3.64368 3.00948 1.99782 4.21236 3.265 0.250682 threshold=494.50000000000006 4.5000000000000009 1.5000000000000002 462.50000000000006 5.5000000000000009 9.2500000000000018 9.4500000000000011 9.8500000000000032 9.0500000000000025 2.5000000000000004 8.6500000000000004 3.5000000000000004 8.2500000000000018 9.6500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 -5 8 -7 13 10 -9 12 -12 -2 -8 right_child=5 2 -4 4 -6 6 7 9 -10 -11 11 -13 -14 -15 leaf_value=-0.034696618062579107 0.0018996986253401835 -0.034753780209348342 0.021005722130920338 -0.022662352024584172 0.0097983227238419394 0.04084780960649155 -0.0081912593293725633 -0.019713765447698237 -0.026959235605855832 0.018575407530533584 -0.0080108497035330985 0.034542593266935408 -0.015497205830022467 -0.02481672283111018 leaf_weight=10.606794705614446 1086.3906966112554 8.1778370551764983 5.7136033698916426 7.4645455535501268 14.924191951751707 10.504890099167822 7.0066479630768281 5.2508782260119906 10.127118770033119 28.16101697832346 9.4269109964370745 12.436227560043333 26.61229582875967 6.7652527131140232 leaf_count=246 6463 252 108 140 310 81 65 44 90 292 75 119 256 63 internal_value=0.00136903 -0.0128731 -0.00559913 -0.0112385 -0.00131671 0.00193865 0.010566 0.00301256 0.00149077 0.0120147 0.00177256 0.0164279 0.00146571 -0.0178239 internal_weight=1249.57 46.887 36.2802 30.5666 22.3887 1202.68 57.6887 47.1838 1144.99 33.4119 1134.87 21.8631 1113 13.7719 internal_count=8604 1056 810 702 450 7548 545 464 7003 336 6913 194 6719 128 is_linear=0 shrinkage=0.05 Tree=79 num_leaves=26 num_cat=0 split_feature=2 2 0 1 0 4 0 2 2 5 5 4 0 2 0 2 2 2 2 0 0 2 2 0 6 split_gain=3.28453 3.5865 4.51713 2.86069 4.19612 4.0239 2.71217 2.0651 4.17116 2.03323 3.88067 1.88454 6.02262 6.20255 4.27194 3.87776 2.45361 4.81735 2.88108 5.02443 2.00763 1.87542 1.83428 1.51753 0.732012 threshold=7.3500000000000005 6.2500000000000009 519.50000000000011 3.5000000000000004 543.50000000000011 4.5000000000000009 526.50000000000011 3.3500000000000001 3.4500000000000006 6.5000000000000009 3.5000000000000004 4.5000000000000009 525.50000000000011 8.1500000000000004 567.50000000000011 9.4500000000000011 10.750000000000002 12.15 9.3500000000000032 551.50000000000011 477.50000000000006 6.7500000000000009 3.2500000000000004 501.50000000000006 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 left_child=1 3 24 4 6 -6 -1 22 -9 10 -4 12 -2 14 -14 -15 18 23 19 -13 -20 -11 -5 -18 -3 right_child=11 2 9 7 5 -7 -8 8 -10 21 -12 16 13 15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 leaf_value=0.0057331868378932976 -0.031693510542527302 -0.0029923146388398736 0.01503472560718401 0.00068921812126282467 -0.0011272487500463601 0.035063375349047167 -0.033533974723301933 -0.028830223565095604 -0.0027066437647062696 0.0062233154547720083 -0.0013563676712219071 0.00098374841586733796 0.014771964889894469 0.035744077610590973 -0.0243462770212244 -0.0020908236037287076 0.0031265060942843059 -0.02893149227888786 0.0023532121741765134 -0.019939096484209176 -0.027598572524485821 0.045139519670172004 0.017690672891450123 0.035471578765699063 -0.025140382222324054 leaf_weight=11.284116443246605 10.510122774168847 7.0501407682895687 81.379262320697308 300.10286973789334 11.797983787953855 19.411360047757626 5.8280415683984748 14.885260239243506 456.19707927852869 6.4044039808213693 63.094802886247635 77.172371063381433 10.536783851683142 19.717759355902675 16.627199783921242 9.5450834706425649 6.9948040638119009 5.5424821302294722 6.2166527025401583 44.207474060356617 31.430153278633952 6.6308468021452427 15.818708233535288 8.0923940129578096 9.7169706672430021 leaf_count=152 167 122 473 1393 65 116 56 76 2673 53 442 1051 85 130 85 63 151 124 144 298 364 54 77 85 160 internal_value=-0.000670845 0.000589712 0.00709524 -0.000768439 0.0109024 0.0216169 -0.00847741 -0.00150429 -0.00360201 0.0097606 0.00788191 -0.00583355 0.00125053 0.00791884 -0.00900923 0.0235764 -0.00849294 0.00731558 -0.0106078 -0.00669632 -0.0225903 0.0281814 0.00160942 0.0219129 -0.0168017 internal_weight=1256.2 1009.6 174.276 835.325 48.3215 31.2093 17.1122 787.004 471.082 157.509 144.474 246.593 66.9369 56.4268 27.164 29.2628 179.656 20.6297 159.027 121.38 37.6468 13.0353 315.922 15.0872 16.7671 internal_count=8659 5912 1304 4608 389 181 208 4219 2749 1022 915 2747 530 363 170 193 2217 360 1857 1349 508 107 1470 236 282 is_linear=0 shrinkage=0.05 Tree=80 num_leaves=22 num_cat=0 split_feature=3 1 2 2 4 5 4 4 2 5 2 2 2 2 4 2 6 2 4 4 4 split_gain=1.54975 3.70822 4.40881 3.26203 3.83658 3.10511 2.80222 2.01665 1.45839 3.13796 2.75708 2.52198 2.85254 2.39439 2.06323 2.35006 1.57367 1.43124 1.02148 0.414408 0.180902 threshold=5.5000000000000009 5.5000000000000009 5.3500000000000005 2.3500000000000001 5.5000000000000009 2.5000000000000004 4.5000000000000009 5.5000000000000009 9.2500000000000018 5.5000000000000009 9.4500000000000011 7.3500000000000005 7.1500000000000012 9.8500000000000032 5.5000000000000009 8.5500000000000025 1.5000000000000002 6.9500000000000011 2.5000000000000004 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=8 2 3 -2 -5 -3 17 -8 11 10 -10 12 18 -12 16 -16 -13 -4 -1 -11 -14 right_child=1 5 6 4 -6 -7 7 -9 9 19 13 14 20 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=0.0071078755941719257 -0.014416433529956408 -0.0016881676373818278 -0.027380092395763136 0.0047341320108365489 0.029779956914023121 -0.029338333148957327 0.0053874932100890609 -0.0069232946284944674 0.047079258861226186 0.00051349144474818786 -0.015006678063490531 0.0042741706825509046 0.027073813877596348 0.020699593801420935 -0.023645237370136196 0.0027933765221572681 -0.011303294120795416 -0.007326067008248627 0.00043640374950397606 -0.016777680796416321 0.012826743758458194 leaf_weight=61.592154055833817 12.615911923348902 19.098593719303608 17.997225362807512 53.800684183835983 21.028525061905384 22.054242897778749 53.268555898219347 84.222408024594188 6.1355534978210953 5.0037174392491561 5.8865949809551266 43.501924252137542 8.0239933729171771 13.711718089878557 26.968606933951378 11.280350340530275 24.385293137282133 20.31242947280407 723.56517433747649 7.1225506458431482 10.698105514049528 leaf_count=283 67 97 139 359 169 139 582 1232 45 62 50 342 48 134 281 114 161 214 3968 111 77 internal_value=-9.13184e-05 -0.00319282 -0.000964183 0.00813102 0.0121384 -0.0169693 -0.00553692 -0.00211312 0.000901738 0.0103943 0.0200913 0.000490347 0.00145421 0.00952416 -0.00670875 -0.0158481 -0.00133158 -0.0173312 0.000974487 -0.00976627 0.0202495 internal_weight=1252.27 304.399 263.246 87.4451 74.8292 41.1528 175.801 137.491 947.876 37.8601 25.7339 910.016 803.879 19.5983 106.136 38.249 67.8872 38.3097 785.157 12.1263 18.7221 internal_count=8674 2998 2762 595 528 236 2167 1814 5676 402 229 5274 4376 184 898 395 503 353 4251 173 125 is_linear=0 shrinkage=0.05 Tree=81 num_leaves=20 num_cat=0 split_feature=0 0 2 2 4 0 5 2 2 0 2 6 2 0 2 0 0 0 2 split_gain=5.44432 1.77011 3.32827 2.22703 1.59565 3.86569 3.39441 3.26407 2.16308 1.99759 1.40099 0.860339 2.0416 3.97215 1.10004 1.02542 1.36387 1.44074 0.693849 threshold=614.50000000000011 604.50000000000011 6.4500000000000011 4.7500000000000009 3.5000000000000004 600.50000000000011 2.5000000000000004 8.2500000000000018 4.7500000000000009 597.50000000000011 3.9500000000000006 1.0000000180025095e-35 2.5500000000000003 641.50000000000011 4.2500000000000009 692.50000000000011 672.50000000000011 653.50000000000011 1.5500000000000003 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 3 10 7 8 -7 9 -6 -1 -3 12 18 14 -14 16 17 -13 -2 right_child=11 2 -4 -5 5 6 -8 -9 -10 -11 -12 15 13 -15 -16 -17 -18 -19 -20 leaf_value=-0.0061281293234616528 0.0021948577389093397 -0.0047380162237460281 -0.031132546263885036 0.0088522160504650102 0.0033987201295790966 -0.0027564918619123148 0.030913201943079446 0.020896092849750292 -0.0028604315557710959 -0.025037021771356745 -0.023852279748467247 0.008057126387376835 -0.02831213631090404 0.015120761522982865 -0.0069568994152892699 -0.0058347529654606363 0.020002584129889592 -0.0020547779965967164 0.019403911187094211 leaf_weight=79.015484716743231 12.47438430786133 37.885627880692482 13.037203952670096 21.362316280603409 188.70483920350671 12.096127465367319 17.049674347043037 8.550310689955948 502.29588610678911 16.703159347176552 12.684157475829123 199.81161966919899 12.29032038152218 12.7813254147768 14.108656629920004 14.327558964490889 19.43449679017067 41.384330943226814 12.068418636918066 leaf_count=492 56 169 59 99 1170 57 81 66 4893 81 59 819 52 53 62 73 93 172 50 internal_value=7.0938e-05 -0.00194064 -0.00877868 -0.00428732 -0.00122003 -0.000371653 0.0171458 -0.00697276 -0.00114146 -0.00970423 -0.00999886 0.00547671 0.000156824 -0.00679444 -0.017752 0.00668647 0.00741358 0.00630016 0.0112812 internal_weight=1248.07 909.385 84.9693 71.9321 824.415 720.147 29.1458 104.269 691.001 95.7186 50.5698 338.681 63.7231 39.1803 26.399 274.958 260.63 241.196 24.5428 internal_count=8656 7226 386 327 6840 6201 138 639 6063 573 228 1430 273 167 114 1157 1084 991 106 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=22 num_cat=0 split_feature=0 4 2 2 4 0 2 2 0 2 3 0 2 2 2 0 2 6 2 0 6 split_gain=1.8694 3.51827 1.91152 4.37923 3.44429 2.63413 1.72648 5.23122 2.51212 1.43443 2.54404 1.69971 1.35112 6.40468 2.94877 2.76767 2.68495 1.51818 1.16456 0.646374 0.23705 threshold=522.50000000000011 5.5000000000000009 9.2500000000000018 10.050000000000002 5.5000000000000009 556.50000000000011 9.4500000000000011 8.7500000000000018 511.50000000000006 10.250000000000002 6.5000000000000009 477.50000000000006 4.7500000000000009 5.4500000000000011 5.9500000000000011 545.50000000000011 4.5500000000000007 4.5000000000000009 8.2500000000000018 583.50000000000011 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 left_child=1 6 12 4 -4 -5 7 8 -1 10 18 -11 16 15 -15 -14 17 -2 -3 -18 -12 right_child=2 9 3 5 -6 -7 -8 -9 -10 11 20 -13 13 14 -16 -17 19 -19 -20 -21 -22 leaf_value=-0.030785865777594429 0.001115772640920289 0.0082286633923341901 0.040094351606184214 -0.020275583768567515 -0.0003095973400150221 0.01727370279838265 -0.032386291543475602 0.028824025107433666 -0.0020249321873621481 0.027607498899372238 -0.009828763221731613 -0.0025781500894613168 -0.034715680277197167 0.010305016781990625 -0.00020134551077015362 -0.0085745853880552884 0.023699864003631357 0.017861440390258592 -0.0072298382284480796 0.0087791256809788172 -0.02755556759025489 leaf_weight=16.917491083964709 502.55560030043125 34.059224350377917 14.261878259480001 11.374618723988535 7.6649374812841407 6.4591400101780883 11.163960322737692 6.2029266897588959 14.119974266737698 8.9424300920218247 6.1792616788297874 7.9704594537615767 10.590777296572922 82.826490499079227 324.09081642329693 107.40478330850601 14.858759634196756 12.977478697896002 17.471381591632962 19.97479721903801 7.0923175495117903 leaf_count=298 2456 500 94 102 62 34 207 91 164 217 151 135 99 498 2204 607 101 59 293 94 142 internal_value=0.000525094 -0.00511593 0.00119185 0.0118295 0.0263548 -0.0062152 -0.0156575 -0.00979606 -0.0183292 0.00118179 -0.00218239 0.0137531 0.000783228 -0.00102399 0.00194495 -0.0112349 0.00251466 0.00158075 0.00285444 0.0157671 -0.0209193 internal_weight=1245.16 130.119 1115.04 39.7606 21.9268 17.8338 48.4044 37.2404 31.0375 81.7151 64.8022 16.9129 1075.28 524.913 406.917 117.996 550.367 515.533 51.5306 34.8336 13.2716 internal_count=8608 2198 6410 292 156 136 760 553 462 1438 1086 352 6118 3408 2702 706 2710 2515 793 195 293 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=21 num_cat=0 split_feature=0 2 6 5 0 3 2 5 2 2 2 5 6 5 5 2 2 6 2 2 split_gain=2.18811 2.76593 2.1891 3.55269 3.48463 2.59459 3.76942 2.45448 2.17777 2.9749 2.13485 1.68073 1.1699 1.92098 1.79931 1.58622 1.41824 1.10918 1.10094 1.0079 threshold=500.50000000000006 7.2500000000000009 1.0000000180025095e-35 8.5000000000000018 521.50000000000011 4.5000000000000009 8.1500000000000004 3.5000000000000004 10.250000000000002 9.2500000000000018 4.7500000000000009 5.5000000000000009 1.0000000180025095e-35 8.5000000000000018 7.5000000000000009 9.3500000000000032 8.6500000000000004 1.5000000000000002 7.0500000000000007 10.950000000000001 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 11 4 8 7 10 -7 -2 9 -4 -6 -1 13 15 16 -3 -14 -5 -9 -10 right_child=2 12 3 17 5 6 -8 18 19 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.044961927913501273 0.038667214334258349 0.02723457744973818 0.0029493307812487879 -0.038527595770959794 0.0083178794783948431 -0.010790314069638764 0.011691851806960175 0.019279252281254378 -0.0017007642766082396 0.021665661271862049 -0.0052284105175282349 -0.0078975917942885956 0.0028032901011566355 -0.018662624818389647 0.010589411508833817 -0.0012017933285648297 -0.026562241494292396 -0.0060997029709737305 -0.0053330679787110128 -0.029806445075302057 leaf_weight=6.1650923732668144 6.9912216775119331 8.9525223299861008 845.90493635833263 5.4274855144321901 60.624365597963333 141.29146482050419 20.411097534000874 6.4165426939725902 6.7920976839959604 20.915125824511051 53.778380900621414 6.9338649827986956 5.2395847067236963 5.121131492778658 6.8354569245129815 8.8794242665171605 12.494843108579515 5.9685531593859196 10.463221222162245 6.0618996173143387 leaf_count=124 85 189 4819 74 294 993 183 83 59 161 334 142 108 121 143 213 257 69 154 57 internal_value=0.00101612 -0.00816042 0.00149383 0.00273939 -0.00218623 -0.00380308 -0.00786733 0.0157151 0.00311564 0.00343114 0.00191659 -0.0276485 -0.00222669 0.00563365 -0.00969848 0.0134973 -0.0179329 -0.0238094 0.00429823 -0.0165109 internal_weight=1251.67 60.6219 1191.05 891.07 299.976 276.105 161.703 23.871 879.674 866.82 114.403 13.099 47.523 22.9531 24.5699 17.8319 17.7344 11.396 16.8798 12.854 internal_count=8662 1297 7365 5239 2126 1804 1176 322 5096 4980 628 266 1031 523 508 402 365 143 237 116 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=10 num_cat=0 split_feature=2 0 5 6 2 0 6 6 0 split_gain=2.68355 2.50304 3.06314 2.102 1.82591 1.79123 1.52378 0.631137 0.621365 threshold=1.0000000180025095e-35 456.50000000000006 8.5000000000000018 1.0000000180025095e-35 0.75000000000000011 468.50000000000006 1.5000000000000002 1.5000000000000002 633.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=6 -2 4 -4 8 -6 -1 -5 -3 right_child=1 2 3 7 5 -7 -8 -9 -10 leaf_value=0.024876945318717689 -0.025370630512807468 -0.020246018251426162 0.00077754554268728154 -0.037493029339045768 0.024783420696170139 0.00056100611863295216 0.0037328669374907166 -0.013012703227704462 -0.0042842257473057954 leaf_weight=15.596766933798788 8.7644699234515411 12.252261281013491 9.8403051029890793 8.1834422126412374 6.696605220437049 1152.0576662011445 19.746124252676964 7.0772326923906794 14.423558786511419 leaf_count=74 296 56 154 130 137 7602 90 86 65 internal_value=0.000238789 -0.000156099 4.31225e-05 -0.0168956 0.000419946 0.000726551 0.0136291 -0.0279461 -0.0122628 internal_weight=1254.64 1219.3 1210.53 25.101 1185.43 1158.75 35.3429 15.2607 26.6758 internal_count=8690 8526 8230 370 7860 7739 164 216 121 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=12 num_cat=0 split_feature=5 0 2 5 5 6 0 2 6 2 1 split_gain=3.42261 2.305 1.74339 1.71219 2.13163 2.15095 1.15452 1.42983 3.96374 1.64574 1.14494 threshold=8.5000000000000018 494.50000000000006 8.8500000000000032 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 499.50000000000006 7.3500000000000005 1.5000000000000002 6.2500000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 -1 -5 -6 -3 9 -9 -8 -2 right_child=2 6 -4 4 5 -7 7 8 -10 -11 -12 leaf_value=-0.029344238093295602 -0.036649695598057967 0.01684491157883659 -0.00049363587020468747 0.015082556222465605 0.0030944773885401055 -0.02928338245247978 -0.00044545607963265344 0.00080942685457518343 -0.01445540093882525 0.0050252717764047985 -0.0072825564157404273 leaf_weight=10.124792851507662 11.020632281899458 8.9040654227137548 9.5710697732865793 7.7985342927277115 8.8396094683557767 9.9666345957666618 813.63251920416951 126.51920321211219 62.569123920053244 164.1599903665483 6.0637703649699679 leaf_count=245 195 144 192 169 214 222 4376 1149 485 1111 64 internal_value=-0.000942149 -0.000540753 -0.0183404 -0.0127072 -0.00536093 -0.0144243 -0.00014597 -0.000294216 -0.00426486 0.000472103 -0.027482 internal_weight=1239.17 1212.51 26.6555 36.7296 26.6048 18.8062 1175.78 1166.88 189.088 977.793 17.0844 internal_count=8566 8115 451 850 605 436 7265 7121 1634 5487 259 is_linear=0 shrinkage=0.05 Tree=86 num_leaves=16 num_cat=0 split_feature=0 0 2 6 5 2 2 2 0 0 4 3 6 2 2 split_gain=2.02208 1.53826 2.92684 2.57344 4.46664 2.52828 3.83922 3.77482 2.11086 2.00365 1.56653 1.41212 1.35311 1.2843 1.26409 threshold=456.50000000000006 587.50000000000011 0.65000000000000002 1.5000000000000002 1.5000000000000002 4.9500000000000011 4.6500000000000012 4.3500000000000005 592.50000000000011 656.50000000000011 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 11.850000000000003 10.850000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 4 -3 6 7 -2 11 -5 -8 -4 -10 14 -7 right_child=1 2 8 9 -6 13 10 -9 12 -11 -12 -13 -14 -15 -16 leaf_value=-0.022865842346950677 -0.0060111457970172255 -0.015078823783177459 0.0043043539601642809 -0.030261520555698036 0.026327808917469765 0.001089208850852107 -0.036240772226206405 0.014682316213338209 -0.0025045469405721534 -0.0031651018024318398 -0.011592009438678068 0.020513364390789719 0.0040999620414981916 -0.021006458171131781 0.016928159229469327 leaf_weight=7.9353345669805995 123.91897927597165 13.533238485455515 27.098414018750191 15.089054733514788 10.759057745337484 448.8236128333956 11.125398576259615 25.696576356887817 94.559705138206482 13.080163881182669 18.971776571124792 29.197618007659912 397.79216760396957 5.3763500973582259 12.034976208582519 leaf_count=280 795 64 132 65 50 4255 74 178 442 64 154 148 1735 99 161 internal_value=0.000814151 0.000987039 0.00280697 -0.00834242 0.00337834 -0.000700551 -0.00572669 -0.00234995 0.0038954 -0.0183908 -0.0217366 0.0130096 0.00281888 0.00123421 0.00154941 internal_weight=1254.99 1247.06 601.109 52.4615 24.2923 645.948 179.713 149.616 548.648 28.1692 30.0972 56.296 492.352 466.235 460.859 internal_count=8696 8416 2700 243 114 5716 1201 973 2457 129 228 280 2177 4515 4416 is_linear=0 shrinkage=0.05 Tree=87 num_leaves=17 num_cat=0 split_feature=6 0 5 4 2 2 0 0 0 2 0 2 2 2 2 0 split_gain=2.84821 3.68726 3.06361 2.35114 2.33788 4.54018 4.88769 2.85208 2.03053 2.02022 1.76351 1.61048 2.89413 1.78472 0.495091 0.480408 threshold=1.0000000180025095e-35 507.50000000000006 8.5000000000000018 5.5000000000000009 1.8500000000000003 2.4500000000000006 652.50000000000011 607.50000000000011 483.50000000000006 8.1500000000000004 470.50000000000006 9.2500000000000018 10.15 3.5500000000000003 0.95000000000000007 492.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 11 15 14 -6 7 -7 10 -10 -5 13 -13 -3 -1 -2 right_child=1 2 -4 8 5 6 -8 -9 9 -11 -12 12 -14 -15 -16 -17 leaf_value=0.002768052669763267 -0.042936954608361673 0.0051325042775470231 -0.024308760709044128 -0.0061114896603805084 -0.034560895840642807 -0.0029287560976096251 0.03776173292729898 -0.017218260091784617 0.00021808055612092316 -0.034154521283268562 0.027822226229302291 0.025659488241568308 -0.0046433414462757321 0.00024699239699246198 0.017960715151400099 -0.017167425831553666 leaf_weight=11.904224812984468 5.0813128873705846 281.81181214749813 9.912057012319563 7.7793276049196738 11.774020582437513 247.01294577307999 5.8285092711448661 40.137256905436516 8.2480688579380494 7.2566654738038769 5.7604874093085527 18.213345360010866 12.494288370013235 558.68346213549376 11.284333631396292 7.414318609982729 leaf_count=57 128 1295 122 196 60 2392 25 176 139 134 106 135 106 3409 54 116 internal_value=-0.000126405 0.00129241 0.00198938 -0.0130727 -0.00412521 -0.00530921 -0.0040031 -0.00499629 -0.00467801 -0.016661 0.00890225 0.00232184 0.0134146 0.00189516 0.0108049 -0.0304221 internal_weight=1250.6 922.655 881.115 41.5402 327.941 304.753 292.979 287.15 29.0445 15.5047 13.5398 871.203 30.7076 840.495 23.1886 12.4956 internal_count=8650 5886 5067 819 2764 2653 2593 2568 575 273 302 4945 241 4704 111 244 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=6 num_cat=0 split_feature=0 0 0 0 0 split_gain=2.0704 0.984101 1.87159 1.23454 2.613 threshold=701.50000000000011 683.50000000000011 672.50000000000011 665.50000000000011 661.50000000000011 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=-0.00019754351777794568 0.02134418888422307 -0.013023642500444381 0.016422258634385963 -0.015536168625352129 0.025345680246782895 leaf_weight=1195.3675170410424 10.388993814587591 13.493859574198721 16.278717845678329 11.897152051329611 9.096456512808798 leaf_count=8415 56 63 82 50 40 internal_value=0.000121092 -6.88079e-05 7.93993e-05 -0.000148522 1.20841e-05 internal_weight=1256.52 1246.13 1232.64 1216.36 1204.46 internal_count=8706 8650 8587 8505 8455 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=23 num_cat=0 split_feature=0 1 6 0 5 0 1 1 0 0 0 5 5 5 0 4 0 5 5 6 0 0 split_gain=2.91998 2.83534 3.83763 2.51535 2.49862 4.14718 2.8473 2.5742 3.82892 2.40954 2.64633 2.54472 2.35436 4.75608 2.31497 1.56681 3.50568 1.32891 1.02953 1.86622 1.11578 0.306203 threshold=536.50000000000011 3.5000000000000004 1.0000000180025095e-35 530.50000000000011 3.5000000000000004 494.50000000000006 3.5000000000000004 2.5000000000000004 473.50000000000006 541.50000000000011 558.50000000000011 6.5000000000000009 3.5000000000000004 5.5000000000000009 528.50000000000011 5.5000000000000009 554.50000000000011 5.5000000000000009 2.5000000000000004 1.5000000000000002 534.50000000000011 561.50000000000011 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=3 2 21 4 5 -1 -7 8 -6 12 17 -12 -3 -14 -9 16 -4 -11 -5 20 -20 -2 right_child=1 9 15 18 7 6 -8 14 -10 10 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.028122543752561929 -0.013448635792419403 -0.0033878622317807792 0.037401423418618178 -0.035517579975903074 -0.015038004158295272 -0.007562257778061349 0.02496510000261962 -0.010408981923392324 0.0345654182522643 -0.010081918951120579 0.00048195137408665412 0.014672456031917348 0.049469717444135482 -0.0025621241695416986 0.016176091856428751 0.034729601703521823 0.00097353754166681233 0.0026894110786631017 -0.02691114967006138 0.0093131183503903977 -0.0010212151067434329 0 leaf_weight=5.442261664196848 9.3321504667401332 9.9995304122567195 8.7932821772992629 6.1738566681742659 5.9182714242488128 8.6101737134158629 22.389835182577372 110.32211216911674 7.9806928969919682 85.955650791525841 823.15048164129257 31.912937648594379 8.7499504238367098 7.5051010549068442 7.8174270316958419 11.993415188044308 21.378566175699234 25.385280195623636 14.430082120001321 6.5484460331499568 6.3726711496710768 7.6815103888511649 leaf_count=128 81 78 67 53 168 106 243 1732 126 675 4071 184 72 75 71 86 121 225 144 62 63 47 internal_value=8.29577e-05 0.00114549 0.0116877 -0.00540339 -0.00283012 0.00854869 0.0158205 -0.00604888 0.0135167 0.000500842 8.20703e-05 0.00103394 0.0151634 0.0264002 -0.00848684 0.0196761 0.0126097 -0.00712758 -0.017734 -0.0124323 -0.01962 -0.00782584 internal_weight=1253.84 1051.84 59.1789 202.006 168.481 36.4423 31 132.039 13.899 992.659 966.404 855.063 26.2546 16.2551 118.14 42.1653 30.1718 111.341 33.5251 27.3512 20.8028 17.0137 internal_count=8678 5782 402 2896 2574 477 349 2097 294 5380 5155 4255 225 147 1803 274 188 900 322 269 207 128 is_linear=0 shrinkage=0.05 Tree=90 num_leaves=18 num_cat=0 split_feature=0 5 3 4 0 6 0 3 5 6 5 0 5 0 0 0 0 split_gain=2.73822 1.97584 1.00869 0.890947 3.71865 2.78667 4.08414 2.24953 4.04157 2.61913 2.81233 1.97771 1.8664 1.3891 0.605923 0.592713 1.92962 threshold=662.50000000000011 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 524.50000000000011 2.5000000000000004 604.50000000000011 3.5000000000000004 3.5000000000000004 2.5000000000000004 4.5000000000000009 571.50000000000011 2.5000000000000004 639.50000000000011 599.50000000000011 506.50000000000006 517.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 15 13 -7 8 12 11 -11 -9 -5 -6 -10 -1 -17 right_child=1 2 -4 7 5 6 -8 9 14 10 -12 -13 -14 -15 -16 16 -18 leaf_value=-0.032748520145508775 0.01969694561808763 -0.007915384108872733 0.0090527651821536419 -0.008133811752966286 0.0043907428992088311 -0.018888446063477331 0.0025628193064971163 0.00021665606609388985 -0.0305764668924778 0.0012017503080295419 0.021620635736835335 -0.0061006038942993989 0.012819128800805372 -0.0040519652797925947 -0.010668906723264544 0.0086935762225902723 -0.030517344959325673 leaf_weight=6.7736123744398382 27.458743676543236 14.47674849629402 18.932255044579506 30.822193045169115 363.75795256346464 37.04343294352293 51.95568285882473 307.32116023823619 18.58782666921616 57.833377489820123 23.230432713404298 204.87825682759285 14.907121956348417 54.820357143878937 7.7074065804481497 5.2912982143461686 5.2929544672369957 leaf_count=139 133 69 88 146 1970 212 216 3507 134 336 189 1050 79 223 33 69 57 internal_value=-0.000253395 0.00999694 0.00153848 -0.000789744 0.00074265 0.00154846 -0.00642079 -0.00200566 -0.0102944 -0.000975328 0.00730627 -0.00230745 -0.00106829 0.00326608 -0.0255292 -0.0213491 -0.011425 internal_weight=1251.09 60.8677 33.409 1190.22 524.935 507.577 88.9991 665.288 72.0245 593.263 81.0638 512.199 45.7293 418.578 26.2952 17.3579 10.5843 internal_count=8650 290 157 8360 2886 2621 428 5474 392 5082 525 4557 225 2193 167 265 126 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=11 num_cat=0 split_feature=2 2 4 0 0 0 0 0 2 2 split_gain=2.53542 3.82933 1.79849 3.47909 5.64091 3.12519 0.952743 1.71173 1.96298 1.59839 threshold=3.3500000000000001 3.4500000000000006 6.5000000000000009 555.50000000000011 569.50000000000011 583.50000000000011 462.50000000000006 477.50000000000006 8.9500000000000011 9.4500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 -5 -6 -3 8 -8 -9 right_child=1 6 -4 4 5 -7 7 9 -10 -11 leaf_value=-0.022886143472001519 -0.02535880719300734 -0.015677957682323971 0.020998031444662085 0.033933762573844978 -0.014301864318065682 0.0038510105170179612 -0.0062349248783173921 -0.00075827949055422327 0.029428833217731928 -0.0097723433600376188 leaf_weight=11.725761909037827 15.738699048757551 10.273673579096792 13.158197481185196 13.767877645790575 25.04298734664917 257.32089932262897 5.6090592332184306 828.12961731664836 8.641711099073289 51.484172962605953 leaf_count=94 82 342 73 83 128 1129 117 5815 154 604 internal_value=-0.00030661 -0.00164549 0.00350763 0.00267832 0.00378103 0.00217859 -0.00119961 -0.00101028 0.0155754 -0.00130205 internal_weight=1240.89 919.877 321.016 307.858 296.132 282.364 904.138 893.865 14.2508 879.614 internal_count=8621 7114 1507 1434 1340 1257 7032 6690 271 6419 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=15 num_cat=0 split_feature=2 4 2 4 2 6 2 5 2 5 2 4 2 4 split_gain=1.06823 2.83336 0.687602 4.33978 2.99468 4.13016 2.3745 1.20111 2.16963 3.05378 2.37372 1.80802 1.5928 0.228887 threshold=11.050000000000002 6.5000000000000009 8.9500000000000011 3.5000000000000004 9.3500000000000032 1.5000000000000002 10.750000000000002 3.5000000000000004 8.4500000000000011 2.5000000000000004 6.1500000000000012 2.5000000000000004 8.5500000000000025 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 7 -4 5 -5 -6 8 10 -10 -1 -9 -13 -2 right_child=1 -3 3 4 6 -7 -8 11 9 -11 -12 12 -14 -15 leaf_value=0.00139919610488085 -0.030688000478956451 0.014763004491547344 0.0468839432596471 0.030042768707531295 -0.0081887523169317227 -0.012350410200462682 0.022131007186196459 -0.01797797294139682 0.0044918152230131068 -0.03911563579594584 0.0085915238414502083 -0.00077317329098063059 0.015356412144721122 -0.010880407837868285 leaf_weight=543.23099271208048 6.8413056358695048 6.3331954274326554 5.0271048285067073 16.934051122516397 46.047411527484655 7.5844071079045525 6.4495998360216609 13.778732042759655 7.9280416406691057 6.4512299243360758 145.53574611246586 424.35368340648711 14.869503127411006 5.0299831088632345 leaf_count=2696 107 141 34 186 613 67 82 75 61 62 969 3364 184 94 internal_value=0.00136409 -0.0103092 0.00154793 0.00596019 0.00265813 0.0167631 -0.00402625 0.00122563 0.0025195 -0.0160187 0.00293643 -0.000772827 -0.00018212 -0.0241812 internal_weight=1256.39 18.2045 1238.19 82.0426 77.0155 24.5185 52.497 1156.15 703.146 14.3793 688.767 453.002 439.223 11.8713 internal_count=8735 342 8393 982 948 253 695 7411 3788 123 3665 3623 3548 201 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 1 6 0 split_gain=2.04404 3.64618 4.31022 2.66354 2.40482 2.9266 1.69795 1.72129 1.80765 1.66048 1.26177 1.24093 threshold=6.5000000000000009 6.5000000000000009 3.5000000000000004 3.5000000000000004 8.5000000000000018 565.50000000000011 701.50000000000011 688.50000000000011 646.50000000000011 6.5000000000000009 3.5000000000000004 496.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 -3 5 -4 7 8 10 -10 -1 -6 right_child=1 3 4 -5 11 -7 -8 -9 9 -11 -12 -13 leaf_value=-0.0024228481569222374 -0.024566048289977584 0.006264260210762658 0.010421418855956439 -0.02762428403682898 0.014772490852323947 0.034297284724389164 0.017652034684066842 -0.022171790122805783 0.001310664576222832 0.016456125779622612 0.0057075722558863652 -0.010717149044049031 leaf_weight=970.80865832604468 7.0390439592301837 9.8707056753337401 40.880146877840161 11.524011388421057 6.3714191038161543 19.483532652258873 10.562897294759749 9.09388220310211 77.418220832943916 23.069558456540108 48.913494966924191 12.391335327178238 leaf_count=6536 54 208 508 166 146 104 57 43 328 102 263 164 internal_value=-0.000754132 0.00579402 0.010404 -0.0121846 0.0138451 0.0186426 -0.00138095 -0.00157886 -0.0013876 0.00496485 -0.00202274 -0.00149892 internal_weight=1247.43 107.56 86.1655 21.3947 79.1264 60.3637 1139.87 1129.3 1120.21 100.488 1019.72 18.7628 internal_count=8679 1350 976 374 922 612 7329 7272 7229 430 6799 310 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=12 num_cat=0 split_feature=2 2 5 4 2 2 2 1 4 6 6 split_gain=1.76645 1.93706 1.745 2.35314 1.85325 1.71394 1.60185 3.51132 2.52707 1.01338 0.794823 threshold=0.35000000000000003 0.75000000000000011 5.5000000000000009 6.5000000000000009 3.5500000000000003 9.0500000000000025 5.5500000000000007 3.5000000000000004 4.5000000000000009 1.5000000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=9 -2 6 4 -4 -5 8 -8 -3 -1 -11 right_child=1 2 3 5 -6 -7 7 -9 -10 10 -12 leaf_value=0.018283772156009726 -0.016959285251047947 0.0022146283218248989 -0.016026415997723156 -0.023296265547581033 0.00043921834488269576 0 -0.0082271568158964244 0.0052149648954955786 -0.0044589048855918382 -0.0053960693960995636 0.011568561694326719 leaf_weight=19.324179396033287 15.832541480660437 320.42423914186656 18.417002469301224 23.37220392562449 138.21872293204069 11.053259739652274 55.146300696767867 352.89617029204965 252.43450223654509 12.893088743090631 12.444901585578917 leaf_count=93 70 1523 111 325 1460 226 677 2521 1436 60 57 internal_value=0.000250723 -0.000116014 0.000121531 -0.00423238 -0.00155445 -0.0158879 0.00097813 0.00337039 -0.000720047 0.00990257 0.00286924 internal_weight=1232.46 1187.79 1171.96 191.061 156.636 34.4255 980.901 408.042 572.859 44.6622 25.338 internal_count=8559 8349 8279 2122 1571 551 6157 3198 2959 210 117 is_linear=0 shrinkage=0.05 Tree=95 num_leaves=11 num_cat=0 split_feature=0 0 0 0 0 4 2 2 5 2 split_gain=2.51823 2.15028 2.08528 1.82069 1.98678 3.8593 2.62155 2.35147 2.01483 1.75911 threshold=671.50000000000011 682.50000000000011 701.50000000000011 466.50000000000006 481.50000000000006 6.5000000000000009 9.4500000000000011 8.6500000000000004 7.5000000000000009 10.750000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 9 5 -5 7 -6 -8 -1 right_child=1 2 -4 4 6 -7 8 -9 -10 -11 leaf_value=-0.030589830820968108 0.026165144584795626 -0.0082262138457398996 0.018928769850715663 -0.0040370737724491259 -0.00042555737570570252 0.042808861309994617 -0.014962714969192251 0.010816032939323122 0.014915345177452658 0.0040858105522525411 leaf_weight=8.6299259029328805 15.404281109571455 16.142275407910351 10.951434865593908 9.3643839266151208 1081.2148632444441 6.7796455360949031 45.407534746453166 47.602942746132612 5.4463264960795632 5.1825974890962234 leaf_count=258 78 75 60 184 6735 122 492 439 82 157 internal_value=2.5715e-06 0.0118265 0.00285509 -0.000418137 -0.000197934 0.0166936 -0.000447277 5.32356e-05 -0.0114405 -0.0178441 internal_weight=1252.13 42.498 27.0937 1209.63 1195.82 16.144 1179.67 1128.82 50.8539 13.8125 internal_count=8682 213 135 8469 8054 306 7748 7174 574 415 is_linear=0 shrinkage=0.05 Tree=96 num_leaves=14 num_cat=0 split_feature=0 0 2 2 0 2 0 2 2 2 5 0 2 split_gain=1.87149 3.28812 2.07914 2.42204 2.35681 1.96892 1.44063 3.06603 3.42455 2.70466 1.65216 1.20034 1.11272 threshold=640.50000000000011 637.50000000000011 3.3500000000000001 0.55000000000000016 555.50000000000011 3.4500000000000006 643.50000000000011 3.9500000000000006 4.8500000000000005 3.0500000000000003 1.5000000000000002 609.50000000000011 10.850000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 -5 -4 -2 9 -9 10 -8 -1 -7 right_child=6 -3 5 4 -6 12 7 8 -10 -11 -12 -13 -14 leaf_value=-0.022620489384619063 -0.019578476780579775 0.020493330291770993 -0.021851997508913968 -0.01289244790737324 0.0074370311644208435 -0.0016700419182211273 -0.0090321517960513381 0.026727976837534834 -0.0053388542884501948 -0.026459450479578334 0.0062848163634203758 0 0.0094549078186712196 leaf_weight=10.600148230791094 16.911413878202438 17.852762922644615 10.940053783357142 14.460472237318752 172.78507138043642 831.36720104888082 60.718784898519516 13.963579118251802 17.723657831549644 16.611238613724709 23.42443872988224 12.33072918653488 21.999491140246391 leaf_count=51 69 73 61 119 797 6453 274 58 73 70 105 51 383 internal_value=-0.000925178 -0.000200377 -0.000567592 0.00387405 0.00578033 -0.00165669 -0.00615637 -0.00427116 0.00902442 -0.00854935 -0.00468564 -0.0110741 -0.00136666 internal_weight=1241.69 1092.34 1074.48 210.176 187.246 864.307 149.353 132.442 31.6872 100.754 84.1432 22.9309 853.367 internal_count=8637 7988 7915 1018 916 6897 649 580 131 449 379 102 6836 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=26 num_cat=0 split_feature=6 5 3 2 3 2 2 5 2 2 5 3 1 4 6 3 5 5 6 5 2 1 5 4 6 split_gain=0.89887 4.3389 3.61382 3.64186 2.3967 2.14496 5.00237 3.88516 3.87525 2.52925 2.3339 2.04156 1.9197 1.89031 1.84003 1.60761 2.05773 1.75639 1.43007 1.21403 1.13447 1.47807 5.21326 2.39155 0.0196987 threshold=1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 3.7500000000000004 5.5000000000000009 5.9500000000000011 6.1500000000000012 2.5000000000000004 5.7500000000000009 6.0500000000000007 1.5000000000000002 5.5000000000000009 3.5000000000000004 4.5000000000000009 1.5000000000000002 4.5000000000000009 2.5000000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 1.1500000000000001 5.5000000000000009 1.5000000000000002 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 2 2 2 2 left_child=1 20 12 4 -4 8 7 -7 15 -9 14 -5 -3 -14 -8 16 -2 -17 -12 -10 -1 23 -23 -22 -21 right_child=5 2 3 11 -6 6 10 9 19 -11 18 -13 13 -15 -16 17 -18 -19 -20 24 21 22 -24 -25 -26 leaf_value=0.005355651864129474 0.0019338774284124198 -0.010285090433270257 -0.041564007595602179 0.0067484395191407896 -0.0049629130516214565 -0.044094224206427474 -0.0022797720761895675 0.013469033880606142 0.031644266801429261 -0.025143675327224935 0.00065472949251603886 -0.0057094209311309256 0.023048082351052532 0.004831231058216476 0.020921493651358036 -0.0034668252032177497 -0.0063474004618691146 0.006250281353328899 -0.0066620879313977815 0.0044741171964911572 0.0016608602649263952 -0.037786644645166179 0.00091940533635795742 -0.0166716805584089 0.011624586226513607 leaf_weight=8.9912132918834669 188.37478625029325 8.4211006518453342 8.397377051413061 59.054182782769203 9.8047902882099134 11.554391525685789 14.001153267920015 7.6291766762733442 12.157352134585382 7.2757766209542751 141.01705503556877 71.677543688565493 28.697483416646719 30.291037160903215 18.975518710911274 59.191787078976631 122.75357126817107 198.6702680028975 123.73253796063364 7.034363800659774 33.479615993797779 18.732096709311008 15.035340897738932 35.534628061577678 7.0942238233983517 leaf_count=43 842 83 56 572 61 60 84 53 67 56 1409 966 151 215 107 282 625 1188 1018 51 185 87 72 281 50 internal_value=-0.000610783 -0.00285409 0.00126462 -0.00306062 -0.023394 0.000186556 -0.00307428 -0.023505 0.00197296 -0.00546099 -0.00116922 -3.54863e-05 0.0107989 0.0140134 0.0111464 0.00107903 -0.00132729 0.00399565 -0.00275822 0.0203912 -0.010811 -0.0123114 -0.0208778 -0.00781024 0.00892606 internal_weight=1247.58 328.116 216.344 148.934 18.2022 919.462 324.186 26.4593 595.276 14.905 297.726 130.732 67.4096 58.9885 32.9767 568.99 311.128 257.862 264.75 26.2859 111.773 102.782 33.7674 69.0142 14.1286 internal_count=8664 2772 2104 1655 117 5892 2787 169 3105 109 2618 1538 449 366 191 2937 1467 1470 2427 168 668 625 159 466 101 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=13 num_cat=0 split_feature=2 2 0 4 0 3 0 0 3 2 4 4 split_gain=1.63388 3.43774 2.46909 2.1622 2.11578 5.3041 2.30929 2.69709 2.01201 1.79748 1.70974 1.6028 threshold=9.2500000000000018 9.3500000000000032 475.50000000000006 3.5000000000000004 509.50000000000006 6.5000000000000009 519.50000000000011 523.50000000000011 4.5000000000000009 8.5500000000000025 4.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 -3 5 9 11 -8 -5 -4 -10 -6 right_child=1 3 4 8 6 -7 7 -9 10 -11 -12 -13 leaf_value=-0.026021797920471615 0.035488643501171278 0.031201157968486687 0.012619735955225081 -0.020082940397642551 -0.0070685341670603018 -0.024119020425543088 0.017968402286317776 -0.0011019356675375182 -0.01577489613810288 0.043077071750405038 0.0073658120460967959 -0.034582534110686333 leaf_weight=8.7388081029057485 8.0587988495826703 5.0739969834685317 27.646045168861747 9.5220355950295907 20.12065672874451 7.967771351337432 17.847386103123426 1067.9156924262643 8.4374570194631797 5.6908941939473143 48.987636560574174 6.9690205790102473 leaf_count=228 68 39 471 100 262 169 187 6073 96 89 799 96 internal_value=-0.000454248 0.00640123 -0.000935724 0.00263659 -0.000719092 0.0102456 -0.00113938 -0.000767618 0 0.0190678 0.00366837 -0.0153039 internal_weight=1242.98 80.0799 1162.9 72.0211 1154.16 41.3047 1112.85 1085.76 66.9471 33.3369 57.4251 27.0897 internal_count=8677 1102 7575 1034 7347 729 6618 6260 995 560 895 358 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=11 num_cat=0 split_feature=0 2 0 5 6 2 1 2 2 0 split_gain=1.72269 2.45341 1.1432 1.18508 2.56994 3.8003 2.25312 1.96647 3.82002 3.66283 threshold=683.50000000000011 0.35000000000000003 676.50000000000011 1.5000000000000002 1.0000000180025095e-35 6.2500000000000009 5.5000000000000009 2.5500000000000003 2.7500000000000004 631.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 6 -6 -1 9 -9 -5 right_child=1 -3 -4 7 5 -7 -8 8 -10 -11 leaf_value=-0.0032688443512771947 0.0077434619042457522 -0.022912493186860713 0.018113392679886514 0.002353472319854721 -0.0021918605169874029 0.016660747073216221 -0.025387955717254697 -0.019548079814081437 0.0018265095635924492 0.022340433235593662 leaf_weight=31.29911781847477 9.6194391548633593 16.035104066133499 9.2750683128833753 77.819106586277485 166.87502270191908 30.764274951070547 18.16967362165451 20.413149915635586 835.15013685915619 32.087086841464043 leaf_count=193 54 74 48 376 750 177 86 100 6698 135 internal_value=0.0011857 -0.0113709 0.00146252 0.00131621 -0.00175731 0.000786642 -0.0118342 0.00210905 0.00128846 0.00838257 internal_weight=1247.51 25.6545 1221.85 1212.58 247.108 197.639 49.4688 965.469 855.563 109.906 internal_count=8691 128 8563 8515 1206 927 279 7309 6798 511 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=26 num_cat=0 split_feature=0 2 6 2 6 0 0 2 2 0 2 4 0 0 2 2 4 3 5 4 6 2 0 5 2 split_gain=2.77164 1.95809 2.28428 3.33809 2.78796 2.62596 1.90634 5.24441 3.17929 2.40433 1.79384 1.64755 2.63394 1.97448 1.54459 4.57086 2.91751 2.83449 2.15468 2.07738 1.48982 1.05244 0.896875 0.754846 0.659607 threshold=540.50000000000011 7.3500000000000005 1.5000000000000002 9.8500000000000032 2.5000000000000004 557.50000000000011 530.50000000000011 8.1500000000000004 9.3500000000000032 456.50000000000006 8.5500000000000025 4.5000000000000009 523.50000000000011 481.50000000000006 5.4500000000000011 5.2500000000000009 4.5000000000000009 3.5000000000000004 6.5000000000000009 5.5000000000000009 1.5000000000000002 8.1500000000000004 536.50000000000011 2.5000000000000004 4.6500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 14 3 5 10 -3 9 20 -9 -1 -4 12 -11 -13 15 18 17 -16 -2 -18 24 -6 -22 -17 -8 right_child=1 2 4 -5 21 -7 7 8 -10 11 -12 13 -14 -15 16 23 19 -19 -20 -21 22 -23 -24 -25 -26 leaf_value=-0.027920158564975945 0.0019867951608789178 0.010239491386421818 -0.034262310300220512 0.028672453702223072 0.013245531952858212 -0.010199083787822638 -0.012734488091658376 0.028279404510571472 -0.014659938387936999 -0.024406419060312441 -0.0059948747014957815 0.014652819732933177 0.0072689544403065926 -0.0013986219690543394 0.016760197229317323 -0.0076319471956814919 0.015486950518882069 -0.0041401584762797072 -0.013208338605243839 0.002906644968939491 -0.018058696158312734 -0.0092347385502477772 0.0064752626678779056 -0.02687907802900702 -0.033299730639556643 leaf_weight=7.7557846568524829 590.55936530977488 22.444408755749464 15.798155196011068 8.1846095696091634 8.3714316636323947 46.179059661924839 8.0360985808074492 9.4695232622325403 6.3407443836331359 15.941921943798663 9.8965946882963163 21.836436634883285 9.7851275689899904 116.39680090732872 18.39711182564497 10.277100518345835 76.46223957836628 97.563021548092365 23.231727678328753 59.852342307567596 6.893606096506117 10.650719307363032 5.9224159717559814 15.11454641073942 20.748718190938234 leaf_count=290 2899 195 106 55 49 287 68 88 60 243 62 423 88 1589 88 55 459 533 150 393 62 66 47 95 207 internal_value=-0.000116809 0.00100346 -0.00491417 0.000285586 -0.0137658 -0.00339145 -0.00507414 -0.012901 0.0109134 -0.00236882 -0.0241945 -0.000967934 -0.0123506 0.00118811 0.00182037 0.000501476 0.00512709 -0.000666613 0.00138298 0.0100611 -0.0221127 0.000576274 -0.00671132 -0.0198627 -0.0283465 internal_weight=1242.11 1012.98 121.525 76.8081 44.7169 68.6235 229.127 57.4111 15.8103 171.716 25.6947 163.96 25.727 138.233 891.457 639.183 252.275 115.96 613.791 136.315 41.6008 19.0222 12.816 25.3916 28.7848 internal_count=8657 5492 820 537 283 482 3165 532 148 2633 168 2343 331 2012 4672 3199 1473 621 3049 852 384 115 109 150 275 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=23 num_cat=0 split_feature=5 6 2 4 2 2 2 6 1 4 4 6 1 3 6 5 3 2 1 3 2 4 split_gain=1.65786 1.73361 2.67955 2.63128 3.06228 2.48467 2.33146 2.5935 3.64996 2.59048 1.92616 1.72085 2.82716 4.49266 2.20023 1.87025 2.86021 1.95014 1.71899 2.14798 0.183371 0.0028678 threshold=2.5000000000000004 2.5000000000000004 0.45000000000000007 4.5000000000000009 2.1500000000000008 3.9500000000000006 1.0500000000000003 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 4.5000000000000009 3.5000000000000004 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 6.4500000000000011 5.5000000000000009 4.5000000000000009 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 2 2 left_child=1 6 -3 4 -4 -5 9 10 -9 -1 -8 12 15 14 -14 17 -17 -2 19 -13 -11 -15 right_child=11 2 3 5 -6 -7 7 8 -10 20 -12 18 13 21 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.021774160927561341 0.0056713091893932036 0.019477666055194701 0.0066601258564534587 -0.011826284565236494 -0.019074973727874249 0.015378894752040257 0.0047210042188455302 -0.0021339140888571944 0.011259530608913413 0.0078736622637894573 -0.0088680024725561104 -0.016886867931154827 0.0085411970757454554 -0.020407186402846146 -0.0081396063490555819 -0.0012140874376388661 -0.016842525720814988 -0.0025483117819704994 0.025751161678402575 0.013540949020584558 -0.00048195977063104689 -0.03521043316002169 leaf_weight=16.628316193819046 188.68363181501627 10.525709375739096 14.736957624554632 12.562288090586661 43.181094091385603 20.787562433630228 56.43833389878273 66.935166196897626 200.01027192920446 10.887666597962381 46.539501450955868 8.483667943626644 24.727668717503548 8.7364779859781283 82.737808663398027 242.21520958095789 32.498640507459641 114.73793974146247 10.390213891863821 13.836164891719816 12.144566774368284 10.4660697132349 leaf_count=80 1165 49 63 56 197 114 289 426 945 51 340 50 135 49 406 2356 552 1066 50 91 53 78 internal_value=0.000402973 0.00259096 -0.00319837 -0.00605049 -0.01244 0.00493968 0.00404624 0.00529193 0.0078871 -0.00729399 -0.00139851 -0.00110882 -0.00164059 -0.00837537 -0.00421192 -0.000144471 -0.00313545 0.0025485 0.00990973 0.00153287 0.00342308 -0.0300665 internal_weight=1248.89 511.377 101.794 91.2679 57.9181 33.3499 409.584 369.923 266.945 39.6605 102.978 737.513 704.803 126.668 107.465 578.135 274.714 303.422 32.71 22.3198 23.0322 19.2025 internal_count=8661 2663 479 430 260 170 2184 2000 1371 184 629 5998 5807 668 541 5139 2908 2231 191 141 104 127 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=21 num_cat=0 split_feature=6 2 1 2 5 2 4 2 2 2 5 2 2 5 5 2 5 1 5 2 split_gain=1.82962 3.89762 5.42225 3.41399 3.07613 2.90533 2.48282 2.15392 6.50053 6.59352 4.74671 3.84358 2.91916 2.07628 2.96301 3.772 1.8429 0.745064 0.240796 0.177122 threshold=1.5000000000000002 3.1500000000000008 6.5000000000000009 3.5500000000000003 2.5000000000000004 1.5500000000000003 2.5000000000000004 5.8500000000000005 5.4500000000000011 5.6500000000000012 1.0000000180025095e-35 4.7500000000000009 6.1500000000000012 4.5000000000000009 3.5000000000000004 2.4500000000000006 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 4.4500000000000011 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 13 3 4 -3 16 -5 8 11 -10 -9 -7 -12 14 15 -1 17 -2 -19 -4 right_child=5 2 19 6 -6 7 -8 10 9 -11 12 -13 -14 -15 -16 -17 -18 18 -20 -21 leaf_value=0.0029540979644033447 0.0020764659315915699 -0.039092865298548538 0.014802681840934818 0.016917906906850935 -0.0037014805839830633 0.0022425437812739978 -0.001115023579156129 0.03132597587873006 0.049335322313740132 -0.00094687356373661543 -0.025177979879048913 -0.013369691342238383 -0.004826398156195854 0.024996757479358266 -0.012288397390117689 0.022150532032250654 -0.027799343585329941 -0.017651581072808332 -0.006177451734454862 0.028763478154255468 leaf_weight=79.787925593554974 13.374596528708933 10.04577447474003 10.617442041635515 18.771726366132498 15.159045685082672 195.27339968085289 539.31357190944254 7.2475487589836112 12.660318963229658 12.036749135702847 19.60770320519805 48.279449339956045 137.40186143666506 16.420581597834826 17.357267916202545 37.490849696099758 15.126934327185152 11.064966440200807 13.184877693653105 11.727085590362547 leaf_count=369 58 48 47 99 91 941 4720 33 73 74 118 283 1100 93 88 176 68 52 59 55 internal_value=-0.000100623 0.00143143 -0.000356961 -0.00130858 -0.0189516 -0.00249795 -0.000470351 -0.00112014 0.00162634 0.0255512 -0.0056184 -0.000873837 -0.00754285 0.00858973 0.00638228 0.00926834 -0.0134706 -0.00700965 -0.0121027 0.0232622 internal_weight=1241.95 756.691 605.635 583.29 25.2048 485.258 558.085 432.507 268.25 24.6971 164.257 243.553 157.01 151.057 134.636 117.279 52.7514 37.6244 24.2498 22.3445 internal_count=8645 5786 5060 4958 139 2859 4819 2622 1371 147 1251 1224 1218 726 633 545 237 169 111 102 is_linear=0 shrinkage=0.05 Tree=103 num_leaves=11 num_cat=0 split_feature=0 0 0 5 0 0 1 3 0 0 split_gain=3.02741 1.76892 1.82636 1.48461 1.12958 7.16736 1.6015 0.206694 1.00153 0.0665278 threshold=473.50000000000006 481.50000000000006 492.50000000000006 5.5000000000000009 625.50000000000011 622.50000000000011 4.5000000000000009 6.5000000000000009 462.50000000000006 477.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=7 9 3 -3 5 -4 -6 8 -1 -2 right_child=1 2 4 -5 6 -7 -8 -9 -10 -11 leaf_value=-0.036866323068718516 0.024665033973784157 -0.035758238472331415 3.1299412322654347e-06 -0.00017310743175065254 0.01025578803403388 0.027542067606029799 -0.004256695608935275 -0.0091862416366780501 -0.0073911580633600057 0.0099835226523331058 leaf_weight=6.1086926804855484 5.3722592461854202 5.5394004974514228 934.52641386166215 5.8493272643536329 19.592261612415314 23.249368831515312 230.34225738048553 7.3481046296656123 6.7894172295928001 5.318268321454525 leaf_count=192 93 148 6500 144 81 95 982 238 119 106 internal_value=-0.000410749 -8.33045e-05 -0.000272749 -0.0193743 -7.26045e-05 0.000704863 -0.00306281 -0.0191249 -0.0233589 0.0192678 internal_weight=1250.04 1229.79 1219.1 11.3887 1207.71 957.776 249.935 20.2462 12.8981 10.6905 internal_count=8698 8149 7950 292 7658 6595 1063 549 311 199 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=9 num_cat=0 split_feature=2 2 2 0 2 2 2 0 split_gain=2.48292 2.45787 1.95708 3.33623 1.72458 1.55985 1.3311 1.17343 threshold=11.850000000000003 10.850000000000003 10.15 537.50000000000011 9.8500000000000032 11.250000000000002 9.4500000000000011 505.50000000000006 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 4 7 6 -3 -1 -4 right_child=-2 5 3 -5 -6 -7 -8 -9 leaf_value=0.00061014002468133544 -0.027247752295160091 0.03706431299483938 -0.01192543020509052 0.014462616027837966 0.020350151210449242 0.0025995619385060825 -0.013804345692168749 -0.046340581455835882 leaf_weight=1183.3135166978464 7.0552955036982885 6.4821554552763683 6.5188751015812176 5.3344712406396857 9.9602717403322441 6.7405495867133141 15.215941432863472 5.2822864949703217 leaf_count=7689 170 92 146 35 135 107 197 58 internal_value=0.000409468 0.000592859 0.000348609 -0.0159453 0.000596772 0.0212648 0.000411617 -0.0301372 internal_weight=1245.9 1238.85 1225.63 17.1356 1208.49 13.2227 1198.53 11.8012 internal_count=8629 8459 8260 239 8021 199 7886 204 is_linear=0 shrinkage=0.05 Tree=105 num_leaves=9 num_cat=0 split_feature=0 0 0 2 2 0 0 0 split_gain=1.15382 1.96796 2.16274 1.57451 1.52961 1.49846 2.45806 1.08693 threshold=698.50000000000011 683.50000000000011 661.50000000000011 2.7500000000000004 1.1500000000000001 626.50000000000011 616.50000000000011 637.50000000000011 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 -1 -7 right_child=-2 -3 3 -5 -6 7 -8 -9 leaf_value=-7.729801632360675e-05 0.015186821369129822 -0.018197789819568096 0.016060193226126122 0.025299252517195378 -0.0078333731252596527 -0.0091664561283427443 0.0089401666829079917 -0.0010980185690512023 leaf_weight=930.46139833051711 11.752677544951437 13.570926964282988 12.080762654542925 13.14199575781822 12.554195016622542 69.402012124657631 81.15674290060997 107.42522509396076 leaf_count=7363 63 62 61 60 56 285 337 437 internal_value=0.000222192 6.41789e-05 0.000285027 0.0119062 0.00385819 -8.98696e-05 0.000649302 -0.00432661 internal_weight=1251.55 1239.79 1226.22 37.777 24.635 1188.45 1011.62 176.827 internal_count=8724 8661 8599 177 117 8422 7700 722 is_linear=0 shrinkage=0.05 Tree=106 num_leaves=25 num_cat=0 split_feature=2 0 0 5 1 5 0 4 5 2 2 2 0 4 2 2 0 4 5 0 0 4 2 0 split_gain=1.49213 2.61971 4.3003 2.53755 3.2669 6.72676 2.50842 3.04393 3.07909 4.55259 2.5897 2.27355 2.25423 2.18276 1.79241 1.98455 1.81495 1.60934 3.01003 1.55302 3.64388 2.14508 1.55254 1.03648 threshold=6.1500000000000012 622.50000000000011 625.50000000000011 5.5000000000000009 3.5000000000000004 6.5000000000000009 507.50000000000006 5.5000000000000009 7.5000000000000009 8.6500000000000004 9.0500000000000025 9.4500000000000011 495.50000000000006 2.5000000000000004 4.8500000000000005 3.9500000000000006 640.50000000000011 6.5000000000000009 3.5000000000000004 539.50000000000011 534.50000000000011 4.5000000000000009 5.8500000000000005 620.50000000000011 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 3 -3 17 5 -5 7 11 9 -9 -10 12 -2 -8 15 -4 -16 23 -19 20 -15 -21 -6 -1 right_child=6 2 14 4 22 -7 13 8 10 -11 -12 -13 -14 19 16 -17 -18 18 -20 21 -22 -23 -24 -25 leaf_value=-0.0030137339503041737 0.0097382940743499149 0.025294733718062613 0.00080621220326422853 0.059837181525516626 0.0035807457730667267 -0.0085696397672736895 -0.017236183880137267 0.014552487721363618 -0.0044187630639972641 -0.022595060517175625 0.038866443133685896 -0.044783380960329411 -0.02974705272087344 0.0055010412217158114 -0.022189781123761326 0.01421222954180308 0.0025423174070719713 -0.026445825988856489 0.0042671642865882518 0.0084739783751516043 0.030356993869781496 -0.0006703222714799737 -0.018260055845536829 -0.017906775057457164 leaf_weight=425.05084058828652 6.9785920809954423 19.427035003900528 175.14691434800625 6.4392460864037258 61.742861846461892 6.3165967296808958 10.328356228768824 13.020281579345466 5.3531857319176179 18.948280703276396 7.1462983526289463 6.4400703357532612 5.5772957317531109 76.370755225419998 14.269221797585489 32.034866243600845 13.442683994770048 20.023227285593748 12.053908262401817 105.679453227669 17.745854325592518 158.23837173730135 8.330510735511778 11.232244089245794 leaf_count=2441 167 79 753 54 449 74 53 272 119 407 160 158 88 877 60 133 56 134 97 612 161 1076 70 47 internal_value=0.000360889 -0.000905729 0.00327472 -0.0028461 0.00515016 0.0274387 0.00273177 -0.00634939 0.000810279 -0.00733131 0.0210041 -0.022562 -0.00833271 0.00432282 0.00133284 0.00296141 -0.0103477 -0.00427884 -0.0149733 0.00500494 0.0105101 0.00299058 0.000693517 -0.00344867 internal_weight=1237.34 805.51 254.321 551.189 82.8292 12.7558 431.827 63.464 44.468 31.9686 12.4995 18.996 12.5559 368.363 234.894 207.182 27.7119 468.36 32.0771 358.034 94.1166 263.918 70.0734 436.283 internal_count=8597 4447 1081 3366 647 128 4150 1371 958 679 279 413 255 2779 1002 886 116 2719 231 2726 1038 1688 519 2488 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=16 num_cat=0 split_feature=5 2 2 0 0 0 0 0 1 2 2 1 0 2 5 split_gain=2.17846 4.00834 4.82146 3.74374 7.60908 4.33005 1.9601 3.65362 4.30026 6.12785 5.83702 2.91821 5.52719 2.43214 2.04605 threshold=4.5000000000000009 1.4500000000000002 2.0500000000000003 599.50000000000011 578.50000000000011 613.50000000000011 500.50000000000006 543.50000000000011 3.5000000000000004 9.1500000000000004 8.9500000000000011 3.5000000000000004 554.50000000000011 8.6500000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 -2 -3 4 -4 -5 13 8 10 -10 -8 12 -9 -1 -13 right_child=1 2 3 5 -6 -7 7 11 9 -11 -12 14 -14 -15 -16 leaf_value=0.00018121183893291443 0.042303344850347702 -0.037866937319136221 0.0046457862003748832 0.037299798965387945 -0.017361337253461295 0.0020423205455427544 -0.025413673798735943 0.045225087374152977 0.01919723087618791 -0.019480060821008987 0.030268664021259384 -0.0021353937590908984 -0.00036718412530110695 -0.038989573897121675 -0.0089902081930201168 leaf_weight=7.4377708043903095 5.3262921497225753 6.3820444270968428 239.25824997201562 15.268732786178587 45.926142677664757 19.697443976998329 17.154359247535471 8.0101202949881536 64.192800432443619 11.188442945480345 5.3607647642493239 641.67836288362741 24.485742926597595 6.8915782952681184 131.42040050029755 leaf_count=163 26 35 2831 71 251 83 188 57 598 111 61 3183 141 169 748 internal_value=-0.000625239 0.00283504 0.00204878 0.00297549 0.001036 0.0181863 -0.00188355 -0.0015749 0.00748513 0.0132112 -0.0112199 -0.00268999 0.0117365 -0.019646 -0.00331722 internal_weight=1249.68 331.859 326.533 320.151 285.184 34.9662 917.82 903.491 97.8964 75.3812 22.5151 805.595 32.4959 14.3293 773.099 internal_count=8716 3297 3271 3236 3082 154 5419 5087 958 709 249 4129 198 332 3931 is_linear=0 shrinkage=0.05 Tree=108 num_leaves=11 num_cat=0 split_feature=2 0 2 6 5 2 4 5 2 0 split_gain=2.7898 1.23837 1.60528 3.62705 4.38429 2.9288 2.26911 1.33208 0.993665 0.779078 threshold=11.050000000000002 466.50000000000006 8.5500000000000025 2.5000000000000004 3.5000000000000004 8.2500000000000018 4.5000000000000009 8.5000000000000018 12.15 498.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 4 -4 7 -7 -3 9 -2 right_child=8 2 3 -5 -6 6 -8 -9 -10 -11 leaf_value=-0.01680052161982571 0.0046875578840733009 0.00075397381182159314 -0.011764841270693582 0.031749503648090947 0.0111711182246928 0.0037989000621491348 -0.029175557747944114 -0.013441653611039776 -0.035669829700685197 -0.019048773026198899 leaf_weight=9.1543897185474616 5.04332601465285 1077.5613303072751 31.119945578277111 11.730095829814671 57.979816751554608 7.3537154756486443 13.795009221881626 15.756933167576788 5.3443222707137457 6.9885809235274792 leaf_count=297 118 6498 275 91 691 59 169 226 141 77 internal_value=0.000275551 0.000569266 0.000717923 0.00672847 0.0030631 0.0001641 -0.0178303 0.000532721 -0.0190542 -0.00911948 internal_weight=1241.83 1224.45 1215.3 100.83 89.0998 1114.47 21.1487 1093.32 17.3762 12.0319 internal_count=8642 8306 8009 1057 966 6952 228 6724 336 195 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=13 num_cat=0 split_feature=3 0 0 5 0 0 0 0 0 4 5 0 split_gain=2.37255 5.17419 4.18043 5.27389 1.4301 4.25104 3.14548 2.1969 3.45906 0.647184 0.489754 1.32595 threshold=6.5000000000000009 521.50000000000011 555.50000000000011 4.5000000000000009 680.50000000000011 670.50000000000011 699.50000000000011 665.50000000000011 661.50000000000011 4.5000000000000009 6.5000000000000009 501.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 10 3 -3 5 7 -6 8 -1 -4 11 -2 right_child=1 2 9 -5 6 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.00028076947007846736 -0.015577811367979198 0.037122793383507463 -0.020764750659600338 -0.012266947208601541 -0.023408866744711043 0.027125515525910415 0.009650034062426139 -0.024311342877278982 0.030143260211728043 -0.004280904295744032 -0.014464581632931121 -0.047373932527065649 leaf_weight=1112.1417396683246 8.7227103132754618 12.122718989849092 11.762490034103395 8.3285721279680711 17.929738953709606 13.383970618247984 10.631395906209944 8.39042781293392 8.4213539361953718 14.211800470948218 9.705269721336661 7.6427281685173503 leaf_count=7435 237 102 64 90 83 68 58 35 38 90 254 113 internal_value=-0.000715773 -0.00943119 0.000581726 0.017142 -0.000164304 0.000112244 -0.0110239 -0.000227301 -2.09938e-05 -0.0124241 -0.0268093 -0.0325876 internal_weight=1243.39 72.4963 46.4256 20.4513 1170.9 1142.34 28.5611 1128.95 1120.56 25.9743 26.0707 16.3654 internal_count=8667 950 346 192 7717 7576 141 7508 7473 154 604 350 is_linear=0 shrinkage=0.05 Tree=110 num_leaves=20 num_cat=0 split_feature=2 0 0 6 0 2 0 3 3 0 0 2 2 2 4 4 0 0 0 split_gain=1.45873 2.6722 2.95535 3.13718 2.44823 1.44119 2.28163 4.59502 1.67181 1.35883 3.68849 1.19824 2.84069 2.76592 2.69828 0.930627 0.888806 1.20462 0.887946 threshold=1.3500000000000003 593.50000000000011 632.50000000000011 1.5000000000000002 589.50000000000011 6.0500000000000007 593.50000000000011 4.5000000000000009 5.5000000000000009 594.50000000000011 604.50000000000011 2.4500000000000006 3.1500000000000008 3.4500000000000006 5.5000000000000009 4.5000000000000009 661.50000000000011 645.50000000000011 683.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 11 6 7 -6 -8 -7 -11 15 14 -14 -13 -2 17 -4 -18 right_child=4 2 16 -5 5 9 8 -9 -10 10 -12 12 13 -15 -16 -17 18 -19 -20 leaf_value=0.014637338824819761 -0.00083744219163822827 -0.0058474008408718929 0.0024047650066610343 -0.038075198982772396 -0.0036742626038439477 -0.017541773618549066 0.003355720879680064 0.033429281963583662 -0.0078793907541465438 0.015394773294168754 -0.0086855307040544262 0.0024393180174043776 -0.023838906099346746 -0.0023400836836650093 0.034548918488119744 -0.022217214524221478 0.013237507681520261 -0.017966667860264806 -0.0050011684031494169 leaf_weight=11.378317430615423 9.0842087343335169 16.054802820086483 12.315106138587 14.860592812299727 15.078127562999727 13.814714282751082 332.68218050897121 16.645149379968643 35.588846623897552 22.576409786939621 47.73634497821331 22.109300032258037 14.431353792548178 593.97379224933684 8.6431533247232419 12.561133995652197 12.165834203362467 14.820024251937864 12.23717951774597 leaf_count=58 51 69 50 65 74 70 1456 85 170 110 205 125 94 5626 54 80 61 61 66 internal_value=-0.00106466 -0.00702894 -0.0102183 -0.0222031 -0.000565785 0.00212733 0.00338468 0.0160677 0.00223805 -0.0037617 -0.000776124 -0.00254662 -0.00213326 -0.00289652 0.0124252 -0.0138985 -0.00264821 -0.00878665 0.00405784 internal_weight=1238.76 93.8319 82.4535 30.9154 1144.92 484.122 399.994 31.7233 368.271 84.1275 70.3128 660.803 639.158 608.405 30.7525 21.6453 51.5381 27.1351 24.403 internal_count=8630 430 372 134 8200 2170 1785 159 1626 385 315 6030 5899 5720 179 131 238 111 127 is_linear=0 shrinkage=0.05 Tree=111 num_leaves=16 num_cat=0 split_feature=0 5 2 2 2 4 0 2 2 4 2 3 0 5 2 split_gain=1.62928 1.28991 3.75682 5.1176 2.90274 2.37822 2.05856 1.59853 2.74377 2.08327 1.81175 2.32089 2.10949 1.73057 1.37433 threshold=462.50000000000006 6.5000000000000009 6.7500000000000009 2.8500000000000001 9.7500000000000018 6.5000000000000009 565.50000000000011 4.7500000000000009 5.0500000000000007 5.5000000000000009 2.8500000000000001 5.5000000000000009 585.50000000000011 5.5000000000000009 10.750000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 3 -3 5 -4 -5 10 9 -9 12 -12 -2 -10 -6 right_child=1 2 4 6 14 -7 -8 8 13 -11 11 -13 -14 -15 -16 leaf_value=-0.01923403290794257 -0.013261373369795132 0.037450457346298864 0.028081297966964659 -0.017853643111197002 -0.019996246692483465 -0.0031384231148655775 0.0027494961560754982 -0.019038609782650512 -0.00012877588782009291 0.0043683554906208772 0.0062091686821132332 -0.005193945096118137 0.00020041559797132113 -0.0090262427546093597 0.011943852428670016 leaf_weight=10.010616806335745 32.638492837548256 5.651176616549491 29.984688222408295 27.760843716561794 6.4920338019728643 7.0135647039860478 19.908073306083679 37.534281879663467 482.27555897273123 11.760229233652352 246.30274739488959 53.167783729732037 210.66634860634804 60.823511587455869 5.0397421419620514 leaf_count=369 194 33 369 328 104 116 106 213 3571 86 1239 327 924 612 82 internal_value=-8.33796e-05 8.29699e-05 0.00544828 -0.00362499 0.01539 0.0221047 -0.00926668 -0.000398389 -0.00219612 -0.0133792 0.00155492 0.00415748 -0.00163186 -0.00114918 -0.00579924 internal_weight=1247.03 1237.02 101.85 53.3201 48.53 36.9983 47.6689 1135.17 592.394 49.2945 542.775 299.471 243.305 543.099 11.5318 internal_count=8673 8304 1138 467 671 485 434 7166 4482 299 2684 1566 1118 4183 186 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=13 num_cat=0 split_feature=0 0 1 2 0 1 0 2 5 0 0 5 split_gain=2.54415 2.60094 4.6493 3.32376 3.248 2.02128 7.07322 4.75733 3.13498 8.02779 1.58052 1.33466 threshold=707.50000000000011 653.50000000000011 5.5000000000000009 1.5500000000000003 675.50000000000011 5.5000000000000009 645.50000000000011 0.55000000000000016 4.5000000000000009 567.50000000000011 640.50000000000011 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 11 -5 6 7 -1 10 -10 -7 -4 right_child=-2 2 3 4 -6 8 -8 -9 9 -11 -12 -13 leaf_value=-0.026605927466149905 0.027193385829018864 -0.027989353001811459 -0.0031800724698467274 0.016957919865183711 -0.013734557983911672 -0.0043255871333513791 0.033094923730309103 0.0010510082789758405 -0.026189419939458631 0.021215154940199654 -0.016315291377359226 -0.027035836933958213 leaf_weight=14.831052131950853 7.27462214231491 22.490322142839432 12.107041403651239 26.348417565226555 11.542627081274984 199.14481437206268 16.026471436023712 850.23344333842397 11.241005357354878 31.946033999323845 31.770845755934715 12.126717254519461 leaf_count=68 41 98 59 112 53 962 65 6793 94 154 129 56 internal_value=-0.000426757 -0.000614634 -0.00902349 -0.00174366 0.00736686 4.2415e-06 0.00117555 0.000540899 -0.00373329 0.00844977 -0.00606 -0.0159141 internal_weight=1247.08 1239.81 84.6151 62.1248 37.891 1155.19 881.091 865.064 274.103 43.187 230.916 24.2338 internal_count=8684 8643 378 280 165 8265 6926 6861 1339 248 1091 115 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=16 num_cat=0 split_feature=5 2 5 6 3 3 4 6 2 2 5 1 3 3 2 split_gain=1.53287 4.79401 1.24037 3.89381 2.37646 3.2328 1.32591 1.06437 1.06405 0.824717 7.55473 2.85576 0.532972 0.670879 0.168027 threshold=8.5000000000000018 8.7500000000000018 6.5000000000000009 1.5000000000000002 6.5000000000000009 4.5000000000000009 7.5000000000000009 1.0000000180025095e-35 8.0500000000000025 6.1500000000000012 5.5000000000000009 3.5000000000000004 5.5000000000000009 4.5000000000000009 6.6500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 6 4 5 -4 9 -2 14 11 -11 -1 13 -5 -8 right_child=1 -3 3 12 -6 -7 8 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.011196936048637467 -0.0080411783601697911 0.016200236271631734 -0.0029455155851118072 -0.003334725814900413 -0.010568803922098961 0.025361062481614308 -0.0091818794969740752 -0.035550288545409502 -0.030603375533872868 0.0041324078119618591 -0.018062496035981597 -0.0021577501073683594 0.00031256920744973427 -0.02303549034361585 0.0018978342166757513 leaf_weight=41.292449889704585 6.6758263949304881 9.0030046813189966 13.446881620213388 9.2642715051770246 8.0926430225372297 34.195732551626861 5.9492630679160374 11.367096722126005 5.497870758175849 319.76123555377126 42.511889384128153 724.40382220968604 8.3645456191152316 9.3646465763449669 5.0224732551723719 leaf_count=300 113 181 118 60 156 398 53 166 95 2573 489 3792 91 72 62 internal_value=-0.000536784 -0.0120989 -0.000268247 0.00560015 0.0131126 0.0173726 -0.000701343 -0.0265913 -0.0143812 -0.000484611 0.00147157 -0.00141737 -0.00964712 -0.0141619 -0.00395746 internal_weight=1254.21 27.0459 1227.17 82.7287 55.7353 47.6426 1144.44 18.0429 16.4696 1127.97 362.273 765.696 26.9935 18.6289 10.9717 internal_count=8719 460 8259 895 672 516 7364 279 210 7154 3062 4092 223 132 115 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=13 num_cat=0 split_feature=0 2 0 0 0 2 4 0 2 2 3 2 split_gain=1.265 1.15296 3.71911 5.54753 3.2017 2.03622 3.10748 1.68673 4.80812 3.06127 1.23445 0.964603 threshold=707.50000000000011 9.4500000000000011 477.50000000000006 460.50000000000006 536.50000000000011 9.2500000000000018 5.5000000000000009 501.50000000000006 9.0500000000000025 8.8500000000000032 6.5000000000000009 9.8500000000000032 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 -3 10 7 -7 9 -9 -1 -4 -6 right_child=-2 2 4 -5 11 6 -8 8 -10 -11 -12 -13 leaf_value=0.0033830605876423014 0.019928965035772808 -0.019274051848052042 -0.028625554488921942 0.042918809677431481 -0.011810885256832451 0.036158533184068607 -0.0077447528036946869 0.00014864685071164444 -0.034370886648493242 0.041063423719781493 -0.0017496907579193938 0.0094781530672174239 leaf_weight=28.262649348005652 7.070876568555831 5.402867313474415 22.438628913834695 7.2841078173369169 7.1911483481526401 8.6400201935321075 6.1442322917282572 1118.3411471582949 9.1779379397630674 5.844868527725338 5.8860953841358414 13.914785541594027 leaf_count=618 40 203 342 132 51 65 67 6760 77 104 111 95 internal_value=0.000196116 6.34386e-05 -0.00651541 0.016595 -0.0127576 0.000420305 0.0182612 0.000173429 -0.000158117 0.0109683 -0.0234612 0.00179227 internal_weight=1245.6 1238.53 62.1176 12.687 49.4307 1176.41 14.7843 1161.63 1127.52 34.1075 28.3247 21.1059 internal_count=8665 8625 934 335 599 7691 132 7559 6837 722 453 146 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=24 num_cat=0 split_feature=0 0 3 2 6 0 5 0 0 2 0 5 0 0 0 0 2 2 0 5 3 2 2 split_gain=1.33402 3.02227 2.49782 3.52584 3.22996 2.55099 1.74649 2.19843 4.76507 4.13005 2.75166 2.17919 2.138 1.89618 5.46333 3.90388 2.46992 1.39715 1.23866 1.20263 0.784826 0.330282 0.218976 threshold=546.50000000000011 543.50000000000011 4.5000000000000009 6.2500000000000009 1.5000000000000002 541.50000000000011 4.5000000000000009 576.50000000000011 573.50000000000011 8.0500000000000025 597.50000000000011 1.5000000000000002 599.50000000000011 601.50000000000011 593.50000000000011 617.50000000000011 3.8500000000000001 4.4500000000000011 529.50000000000011 7.5000000000000009 4.5000000000000009 6.2500000000000009 6.4500000000000011 decision_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 4 19 17 -5 7 8 9 -2 11 -9 -12 14 16 -15 -8 -1 -6 -4 -3 -10 -22 right_child=6 20 3 5 18 -7 13 10 21 -11 12 -13 -14 15 -16 -17 -18 -19 -20 -21 22 -23 -24 leaf_value=0.0222047384231439 0.0015298699186661741 -0.0064358830822709712 -0.011764578745115927 -0.001534636852312081 0.044992563574320694 0.028199878040353361 -0.0089928724089709446 -0.0034742672832538458 -0.030399454200772259 -0.021409919553628125 -0.018275682145420299 0.0096225473798937505 -0.00022315190192303752 0.029163492826916326 -0.024824304561954155 -0.0033943412555000186 0.0089583121233727282 -0.0039768010058167614 0.010428596625028246 -0.036334408221728808 -0.036310238816037829 -0.013506275826198311 -0.015952279396405793 leaf_weight=5.147671326994895 131.97413608431816 7.729876950383189 48.28067668247968 138.00571414269507 5.8986363112926465 6.6079469770193091 22.037221901118755 40.569761618971825 15.530177995562555 21.977756261825562 16.084044247865677 131.26313584297895 429.39287953078747 20.40737272799015 15.220584884285925 15.385534748435019 110.30236563459039 28.554494017735124 6.1696576848626137 5.297148084267973 6.5438289642333967 8.2746697664260846 6.5251746736466885 leaf_count=40 889 59 515 2173 64 60 128 211 90 161 82 702 1868 92 78 64 750 317 46 93 57 50 61 internal_value=-0.00010344 -0.00324865 -0.00162563 -0.00407823 0.00874766 0 0.000744999 -0.000265399 -0.00515389 -0.00182972 0.00114023 0.00649925 -0.000925615 0.00513114 0.00253935 0.0153208 0.00588655 0.000402715 0.0298552 -0.0149066 -0.0211087 -0.0255101 -0.0283575 internal_weight=1243.18 264.761 243.962 198.191 45.7705 144.614 978.42 795.067 177.757 153.952 617.31 171.833 445.477 183.353 147.56 35.7929 132.34 33.7022 12.0683 53.5778 20.7989 23.8048 13.069 internal_count=8650 3485 3308 2841 467 2233 5165 4053 1190 1050 2863 913 1950 1112 956 156 878 357 110 608 177 140 118 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=13 num_cat=0 split_feature=0 2 0 0 4 0 1 2 0 2 0 2 split_gain=1.75014 2.06566 1.50239 3.97115 2.07291 4.00621 2.82133 1.38753 0.862256 4.22657 0.922479 0.493678 threshold=466.50000000000006 10.550000000000002 648.50000000000011 646.50000000000011 4.5000000000000009 672.50000000000011 6.5000000000000009 2.1500000000000008 477.50000000000006 9.5500000000000025 488.50000000000006 2.5500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 8 5 6 -4 -7 9 -2 -10 -6 right_child=2 -3 4 -5 11 7 -8 -9 10 -11 -12 -13 leaf_value=-0.033357573922941065 -0.014670539250561838 0.0054011096274659562 -0.024135902485524663 0.034774237957627262 0.013543746667449867 -0.0026878286005653064 0.0020229865331257289 0.018366079001906344 -0.01319547778962641 0.042791948115972207 0.00026122482940374681 0 leaf_weight=7.4768013861030322 5.6775768008083087 5.0427634716033936 39.889360830187798 7.3965574204921714 12.438649848103525 22.641772776842117 13.128912374377249 10.575076997280119 11.88178672455251 5.1942529231309891 1080.0685889292508 12.060951396822928 leaf_count=257 105 162 165 30 55 118 56 51 278 85 7196 50 internal_value=-0.000239562 -0.0181313 -3.73217e-05 0.000514305 -0.00556774 -0.00921963 -0.0176481 0.00420973 0.0002487 0.0136542 9.8285e-05 0.00694775 internal_weight=1233.47 12.5196 1220.95 1110.22 110.735 86.2351 53.0183 33.2168 1102.82 10.8718 1091.95 24.4996 internal_count=8608 419 8189 7694 495 390 221 169 7664 190 7474 105 is_linear=0 shrinkage=0.05 Tree=117 num_leaves=20 num_cat=0 split_feature=5 4 6 0 0 6 0 0 1 4 0 5 0 0 0 6 0 3 0 split_gain=1.74919 2.30511 2.56472 2.40864 3.0223 2.34819 1.87609 1.74408 1.9116 1.59191 1.18628 6.1028 3.94397 1.17418 1.14043 1.84706 1.37235 1.11487 0.407066 threshold=2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 633.50000000000011 556.50000000000011 3.5000000000000004 644.50000000000011 569.50000000000011 4.5000000000000009 2.5000000000000004 626.50000000000011 1.0000000180025095e-35 637.50000000000011 651.50000000000011 516.50000000000011 1.0000000180025095e-35 604.50000000000011 4.5000000000000009 593.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 4 -4 10 9 8 -3 18 11 -1 -12 -5 15 -11 -16 -9 -2 right_child=6 2 3 13 -6 -7 -8 17 -10 14 12 -13 -14 -15 16 -17 -18 -19 -20 leaf_value=0.037027952381172451 -0.0051468753302816696 -0.01007759445470225 -0.0096671256034608979 -0.019133732193000574 0.0087496434105393383 -0.0098813206597722358 0.014506091635561642 -0.0078616212952189856 0.02154942341699978 0.0018915533854227456 -0.013787540386177867 0.0062125934663883574 0.0080702946262097043 0 0.0010350722159272519 -0.012487745727489136 -0.0051379267595279051 -0.02738561053248699 -0.020576990180295941 leaf_weight=17.653339818120003 9.3101128190755862 11.991095065139236 26.899071203544736 16.215429574251178 107.74873147904873 20.745006985962391 18.274195551872253 17.576848082244396 6.5261793714016667 38.831411167047918 25.144419729709625 127.15908673778176 95.927339628338814 14.233391553163527 496.60881547257304 49.245868869125843 108.8948655128479 14.785744756460188 11.753663033246992 leaf_count=83 58 133 245 66 538 93 77 88 57 803 103 654 426 61 3574 938 474 85 53 internal_value=0.000683788 0.00295491 -0.000924901 0.00208553 0.00498946 0.0058888 -0.000868745 -0.0106415 0.00134577 -0.0012886 0.00717038 0.0102316 0.0034141 -0.0103473 -0.000859058 -0.00614202 -7.34879e-05 -0.017485 -0.0145259 internal_weight=1235.52 502.606 215.976 165.097 134.648 286.629 732.919 50.8799 18.5173 714.645 265.884 144.812 121.072 30.4488 693.581 88.0773 605.504 32.3626 21.0638 internal_count=8609 2632 1273 910 783 1359 5977 363 190 5900 1266 737 529 127 5789 1741 4048 173 111 is_linear=0 shrinkage=0.05 Tree=118 num_leaves=13 num_cat=0 split_feature=6 0 4 4 5 4 0 2 0 3 2 2 split_gain=1.19538 3.54601 4.41718 1.92644 1.39767 1.38098 1.02481 3.00601 2.44054 2.6528 2.4795 1.48632 threshold=3.5000000000000004 604.50000000000011 4.5000000000000009 1.5000000000000002 1.5000000000000002 5.5000000000000009 587.50000000000011 8.1500000000000004 573.50000000000011 4.5000000000000009 7.3500000000000005 6.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 -3 -4 8 11 9 -5 -10 -8 right_child=1 4 5 6 -6 -7 7 -9 10 -11 -12 -13 leaf_value=-0.019304656412826068 -0.030389445876510858 0.0064191347502133627 -0.0029580356331887544 0.0066411557164371615 0.027672222227726757 0.021715099019764653 0.0020459570483639614 0.024844103554362763 -0.004166518986873393 -0.0017549980775235709 -0.023063072054824236 -0.0066548855262152642 leaf_weight=11.834879383444784 10.302289240062239 16.097081810235977 11.801530934870245 126.02699235454202 17.227609217166901 9.0971902869641763 477.19008518755436 12.767987534403799 112.26200834661722 360.83331814035773 19.984054259955883 53.529804199934006 leaf_count=56 58 69 71 1000 72 65 2148 59 634 4024 123 248 internal_value=0.000326255 0.00689914 -0.00503326 -3.61814e-05 0.0180379 0.008055 0.000172091 0.00175857 -0.00121314 0.000417311 -0.00721121 0.0011481 internal_weight=1238.95 64.5257 31.201 1174.43 33.3247 20.8987 1162.59 543.488 619.106 486.86 132.246 530.72 internal_count=8627 335 194 8292 141 136 8236 2455 5781 5024 757 2396 is_linear=0 shrinkage=0.05 Tree=119 num_leaves=21 num_cat=0 split_feature=2 2 0 0 0 0 6 5 6 2 0 6 3 0 6 3 0 2 0 3 split_gain=4.17642 5.33828 3.82956 3.4407 1.91741 4.4188 4.45732 7.71145 2.29365 2.43532 2.13949 5.17079 4.85987 4.10213 1.97622 4.99903 2.06678 1.18675 1.03248 0.554912 threshold=3.3500000000000001 3.2500000000000004 555.50000000000011 570.50000000000011 554.50000000000011 562.50000000000011 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 6.1500000000000012 536.50000000000011 1.0000000180025095e-35 4.5000000000000009 539.50000000000011 1.5000000000000002 4.5000000000000009 530.50000000000011 3.4500000000000006 681.50000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 10 6 19 -8 17 -10 14 12 -12 -13 16 -16 -2 -7 -5 -6 right_child=4 -3 3 18 5 8 7 -9 9 -11 11 13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=-0.022786799415163133 -0.0014635501566953189 0.034241035974482928 0.0275621595051639 0.0046771650049332349 -0.0029231871460998313 -0.017150103662996102 -0.037714305261469135 0.016553739863120285 0.0012202114700775571 0.030175195429670405 0.017978518821063421 0.039851047012947796 -0.020934724212236248 0.0090118607669832356 0.038317455288412919 -0.0010056945355759335 -0.017747916388961917 -0.0018682178552421732 -0.0063599140315753686 0.0137144299751403 leaf_weight=11.80074532702565 125.2873405655846 14.368174470961092 15.228345043957232 257.94286879897118 12.645982414484026 12.158576950430868 28.988810539245605 7.6040701642632476 21.71719629317522 10.285935916006563 10.759544536471365 12.157614033669232 24.176867380738258 71.279260501265526 9.3872145861387235 35.196145239286125 22.338448196649551 501.91633739322424 21.848875105381012 6.7310954704880706 leaf_count=99 2049 73 91 1141 102 60 215 61 103 52 87 97 229 557 89 491 226 2598 112 59 internal_value=0.000527095 0.00542422 0.00395166 0.00511144 -0.00119497 -0.00284288 -0.0161039 -0.0261639 -0.00144761 0.0113103 0.00198226 0.00724671 -0.00864448 0.0139834 -0.00125474 0.00782324 -0.00406414 -0.00227196 0.00377789 0.00300032 internal_weight=1233.82 321.189 306.821 295.02 912.63 602.048 55.97 36.5929 546.078 32.0031 310.582 118.373 34.9364 83.4369 192.209 44.5834 147.626 514.075 279.792 19.3771 internal_count=8591 1516 1443 1344 7075 3250 437 276 2813 155 3825 970 316 654 2855 580 2275 2658 1253 161 is_linear=0 shrinkage=0.05 Tree=120 num_leaves=22 num_cat=0 split_feature=0 2 5 5 6 0 0 5 5 0 0 0 2 2 4 2 0 2 3 2 3 split_gain=2.70208 2.84608 2.69918 2.37964 2.7233 4.19165 2.62992 1.85094 2.24841 1.81012 1.09175 1.05788 3.74329 1.37814 3.39406 3.1292 3.61974 2.47021 1.95281 1.65529 1.03642 threshold=564.50000000000011 6.7500000000000009 7.5000000000000009 1.5000000000000002 1.5000000000000002 540.50000000000011 534.50000000000011 5.5000000000000009 6.5000000000000009 509.50000000000006 544.50000000000011 566.50000000000011 5.6500000000000012 6.5500000000000007 5.5000000000000009 6.0500000000000007 568.50000000000011 6.7500000000000009 4.5000000000000009 7.3500000000000005 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=1 2 7 10 6 -6 -5 9 -9 -1 -3 12 -2 15 17 16 -13 -15 -17 -16 -4 right_child=11 3 20 4 5 -7 -8 8 -10 -11 -12 13 -14 14 19 18 -18 -19 -20 -21 -22 leaf_value=-0.0334303204803066 0.032196878589511556 0.0029291029376664816 -0.014112816305204487 -0.0033516669592398868 0.00058458523208107711 -0.026936511899661043 0.010292985976187531 0.011816634771496247 -0.01264889962082477 -0.0081703910012513193 0.034239091765315435 -0.024737173105744234 -0.0098909321427665883 0.026580128076670803 0.0032555165424799147 -0.0026208116727457365 0.00091686845713623375 0.0056514665198158049 -0.023428321635811294 -0.020900056093921926 -0.045441731842452954 leaf_weight=6.8189780917018643 9.8144701793789881 5.6609343662857992 7.7939058132469636 91.477034701965749 31.878990386612713 22.933448918163776 55.922103568911552 24.047314994037151 13.940554452128707 132.97510797530413 5.8809142857789993 13.049127966165541 9.3732167333364469 16.762250274419785 11.89084152877331 23.815619289875031 633.67571187764406 78.688161879777908 22.059597447514534 14.777350924909113 5.5928259640932083 leaf_count=121 55 60 102 1591 437 186 483 226 148 1078 41 75 55 85 66 112 2979 401 122 96 91 internal_value=-0.00101849 -0.0043657 -0.00878251 -0.000369773 -0.00169536 -0.0111169 0.00182579 -0.00701428 0.00261603 -0.00966674 0.0207391 0.000604118 0.0119177 0.000317254 0.00519578 -0.000541964 0.000354129 0.00961611 -0.0130193 -0.0102204 -0.029798 internal_weight=1238.83 404.922 191.169 213.753 202.212 54.8124 147.399 177.782 37.9879 139.794 11.5418 833.906 19.1877 814.719 122.119 692.6 646.725 95.4504 45.8752 26.6682 13.3867 internal_count=8610 4564 1766 2798 2697 623 2074 1573 374 1199 101 4046 110 3936 648 3288 3054 486 234 162 193 is_linear=0 shrinkage=0.05 Tree=121 num_leaves=17 num_cat=0 split_feature=0 2 2 3 2 4 2 0 6 4 2 2 3 0 2 2 split_gain=2.3127 2.07447 2.09659 2.47422 4.36464 2.86761 2.0941 3.90596 3.00126 0.788739 7.85205 1.32516 2.30582 1.22614 2.73721 1.25357 threshold=618.50000000000011 11.850000000000003 5.4500000000000011 5.5000000000000009 4.7500000000000009 5.5000000000000009 5.9500000000000011 536.50000000000011 1.0000000180025095e-35 5.5000000000000009 3.5500000000000003 0.35000000000000003 3.5000000000000004 659.50000000000011 2.9500000000000006 4.1500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -5 7 -4 -8 11 -11 12 -2 15 -15 -13 right_child=9 -3 6 5 -6 -7 8 -9 -10 10 -12 13 -14 14 -16 -17 leaf_value=-0.0020087506431023033 0.030997605583765998 -0.026303373498027 -0.015924208042195458 -0.0013054576183615491 -0.016063024097263106 0.017438399875533812 0.006570137659491747 0.014256884308238932 -0.00241536731430083 -0.027773314536329703 0.024287633228440481 0.0086569870814364111 0.0034355554975586018 -0.012225778964415391 0.011604240156660431 0.00035094420609772965 leaf_weight=247.57411567121744 12.122081190347673 6.8058783058077088 11.820130151696501 74.47839142754674 70.684915740042925 26.840655790641904 134.14154594298452 64.185965649783611 296.05142977554351 14.586382761597635 12.500036299228666 124.75635854899883 19.823896408081055 30.509081497788429 18.413863629102707 73.26546847820282 leaf_count=1341 60 170 149 483 467 212 1517 388 2584 61 53 506 91 140 83 304 internal_value=0.000608714 -0.000625065 -0.000402717 -0.00301689 -0.00518638 0.00373306 0.00175593 0.00935248 0.000383611 0.0043752 -0.0035605 0.00517377 0.0146693 0.003871 -0.00310358 0.00562619 internal_weight=1238.56 932.583 925.777 419.578 318.259 101.319 506.199 76.0061 430.193 305.977 27.0864 278.891 31.946 246.945 48.9229 198.022 internal_count=8609 7311 7141 2503 1808 695 4638 537 4101 1298 114 1184 151 1033 223 810 is_linear=0 shrinkage=0.05 Tree=122 num_leaves=7 num_cat=0 split_feature=0 2 0 1 2 6 split_gain=1.02466 0.783998 0.981059 1.25316 2.82769 1.28241 threshold=707.50000000000011 11.65 464.50000000000006 3.5000000000000004 9.2500000000000018 3.5000000000000004 decision_type=2 2 2 2 2 2 left_child=1 2 -1 4 -4 -5 right_child=-2 -3 3 5 -6 -7 leaf_value=-0.016047062046728549 0.017787349326116114 -0.013214748128381715 0.0022472038794725665 -6.1749574226907595e-05 0.023103723517082165 0.0072859799661793056 leaf_weight=7.5859199510887256 7.8124233633279792 9.0773810744285566 98.833834525197744 1032.8968072794378 18.707522815093398 61.929320566356182 leaf_count=272 45 214 1018 6492 277 311 internal_value=0.000775643 0.000649069 0.00076706 0.000889527 0.00577574 0.000355585 internal_weight=1236.84 1229.03 1219.95 1212.37 117.541 1094.83 internal_count=8629 8584 8370 8098 1295 6803 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=16 num_cat=0 split_feature=5 0 2 1 4 0 2 5 2 0 0 2 0 5 0 split_gain=2.33508 4.75449 3.25344 3.19284 3.49376 3.03426 2.54408 2.54491 3.09459 1.61964 2.58501 2.69956 1.46993 3.14314 1.22399 threshold=6.5000000000000009 498.50000000000006 10.850000000000003 5.5000000000000009 3.5000000000000004 470.50000000000006 7.3500000000000005 4.5000000000000009 9.4500000000000011 637.50000000000011 640.50000000000011 3.9500000000000006 617.50000000000011 1.5000000000000002 579.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 -2 -6 -1 -8 -9 12 -11 -12 14 -14 -3 right_child=2 9 -4 -5 5 -7 7 8 -10 10 11 -13 13 -15 -16 leaf_value=-0.045485707744619158 -0.032618393628036688 -0.002283715974092207 0.035710258396662191 0.029608611246064072 -0.02866799045096112 0.006381619886414472 -0.030558715496102895 0.028061395776533483 -0.018505615982013165 0.021515227971694032 -0.0020923140745789733 0.01329033514055342 0.0041612717173835131 -0.011477899867055762 0.0016716093913200754 leaf_weight=7.042920425534251 6.2021105829626313 442.68883278593421 7.8621223261579862 9.7976224534213525 5.6751776831224552 78.147644713521004 8.4349662316963094 5.7560147205367667 6.5129955606535077 17.655672013759613 113.5731084421277 36.868040010333061 47.882307887077332 91.907571956515312 347.75092604011297 leaf_count=166 52 3576 158 63 173 903 217 121 158 72 504 155 198 380 1720 internal_value=-0.000414615 -0.00109303 0.00657845 0.00390297 0.000755892 0.00363966 -0.0211713 -0.0109551 0.00343286 -0.000562452 0.00393229 0.0017073 -0.00138339 -0.00609398 -0.000537355 internal_weight=1233.76 1126.07 107.685 99.8226 90.0249 83.8228 27.7469 20.704 12.269 1098.33 168.097 150.441 930.23 139.79 790.44 internal_count=8616 7267 1349 1191 1128 1076 662 496 279 6605 731 659 5874 578 5296 is_linear=0 shrinkage=0.05 Tree=124 num_leaves=14 num_cat=0 split_feature=0 0 1 0 0 0 4 0 5 0 3 3 0 split_gain=2.51514 1.61237 1.29061 4.60136 2.39786 2.1295 1.22046 1.11264 4.87942 1.74168 0.962424 0.678835 0.31484 threshold=492.50000000000006 497.50000000000006 3.5000000000000004 540.50000000000011 530.50000000000011 554.50000000000011 7.5000000000000009 541.50000000000011 5.5000000000000009 564.50000000000011 6.5000000000000009 5.5000000000000009 473.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 -2 3 4 -3 -5 10 8 -4 -9 11 -1 -13 right_child=1 2 7 5 -6 -7 -8 9 -10 -11 -12 12 -14 leaf_value=-0.018090490243408232 0.019528676061511666 0.00030335001151887274 0.010689333732666619 0.028921989688379425 -0.025681714762211694 0.0078327991922564778 0.0076041720458319088 -0.0058585599627115565 -0.0098307515302665516 2.1507397473915285e-05 -0.028638392901860349 -0.0098554094469544395 0.0049541851192569071 leaf_weight=10.724166192114353 9.9131263438612205 36.055324509739876 88.117027010768652 18.072825439274311 10.613430883735417 37.986236773431301 5.6012825258076182 147.82077357545495 41.798422962427139 808.08330503106117 10.008919795043765 5.0327444076538086 7.610814243555069 leaf_count=241 167 486 873 137 108 225 153 1186 516 3919 322 136 168 internal_value=-1.49244e-05 0.000392251 0.000212156 0.00554319 -0.00591608 0.0151071 -0.0123561 -0.000292241 0.00402444 -0.000887732 -0.0159751 -0.00939322 -0.000864554 internal_weight=1237.44 1198.46 1188.55 102.728 46.6688 56.0591 38.9779 1085.82 129.915 955.904 33.3766 23.3677 12.6436 internal_count=8637 7617 7450 956 594 362 1020 6494 1389 5105 867 545 304 is_linear=0 shrinkage=0.05 Tree=125 num_leaves=16 num_cat=0 split_feature=2 6 0 0 0 2 0 0 1 0 0 2 0 6 1 split_gain=2.00417 2.85023 1.4849 2.58174 2.07487 1.89469 1.84577 1.24222 1.22858 2.23441 1.03963 1.48015 0.922771 0.817002 0.559811 threshold=1.2500000000000002 1.5000000000000002 643.50000000000011 634.50000000000011 630.50000000000011 2.7500000000000004 684.50000000000011 625.50000000000011 6.5000000000000009 653.50000000000011 628.50000000000011 0.35000000000000003 660.50000000000011 2.5000000000000004 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 7 -5 8 -2 9 -4 -1 -12 13 -3 -7 right_child=2 12 6 5 -6 14 -8 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=0.023885627047175319 -0.00050303456750695524 0.0008010398174308586 0.014401171877437932 -0.028130189792094269 0.016305276568267902 0.0016050482822745707 -0.012832995061678384 -0.010632756857035597 0.019710065006269692 -0.0037602269275143294 0.018639487287583561 -0.0052806865162286533 0.0072869767824814196 -0.015931306795503062 -0.011420186829663096 leaf_weight=21.303947880864143 956.19363273400813 13.714594118297102 30.635472923517227 13.081637442111967 16.970444202423096 14.041087687015535 10.985574021935461 30.34648834168911 17.210944697260857 35.099340602755547 13.224954433739187 10.760419070720671 15.760560467839239 13.205313876271246 16.565769016742706 leaf_count=98 7419 61 124 53 70 58 50 126 75 149 66 48 79 56 68 internal_value=5.60951e-05 0.00728785 -0.000502916 -0.00104882 -0.000519445 -0.0128127 0.00547737 -0.000830145 0.008086 0.00471787 0.0158954 0.00792635 -0.00188616 -0.0075044 -0.00542486 internal_weight=1229.1 87.9698 1141.13 1047.2 1003.51 43.6885 93.9313 986.54 82.9458 65.7348 45.2893 23.9854 42.6805 26.9199 30.6069 internal_count=8600 408 8192 7794 7615 179 398 7545 348 273 212 114 196 117 126 is_linear=0 shrinkage=0.05 Tree=126 num_leaves=18 num_cat=0 split_feature=2 6 2 2 4 4 4 5 2 5 6 6 4 5 2 2 2 split_gain=2.29048 2.71452 2.90915 2.214 2.31014 1.76633 1.41928 1.78571 1.23646 1.62854 1.14347 1.00104 0.958116 0.761015 3.4429 0.78395 0.388008 threshold=2.6500000000000008 1.5000000000000002 2.4500000000000006 0.65000000000000002 4.5000000000000009 2.5000000000000004 7.5000000000000009 4.5000000000000009 1.2500000000000002 2.5000000000000004 2.5000000000000004 4.5000000000000009 4.5000000000000009 8.5000000000000018 6.3500000000000005 5.9500000000000011 7.5500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 10 -5 -1 11 -8 12 -10 -3 13 -7 15 -15 -2 -9 right_child=6 2 -4 4 -6 8 7 16 9 -11 -12 -13 -14 14 -16 -17 -18 leaf_value=-0.016680234509205777 0.001941679703365483 -0.028996639659929904 -0.032540220581591936 0.0040962548972542706 -0.015421175327560108 0.016761157929286855 -0.0040629439640693966 0.009326435247757555 0.005964904147696016 -0.010475817191197972 -0.0079460239150030785 -0.012328110351090965 0.00025803358198858397 -0.035800438780460596 0.0036059776963562533 -0.00092577008856331252 0.03122446554684026 leaf_weight=12.139558151364325 539.96946128085256 13.731238320469858 12.589377224445341 45.034754052758217 21.503412794321775 20.770874366164207 8.579248273745181 5.1790685178711993 31.379026770591736 26.98847995698452 14.861241310834883 14.561175107955931 15.860766798257826 6.8164893239736584 17.932382610626519 422.66091374587268 7.7315643522888422 leaf_count=57 3079 64 57 195 105 95 102 79 141 139 69 77 74 95 333 3753 148 internal_value=-0.000454059 -0.00513683 -0.010705 -0.00745495 -0.00227218 0.000462558 0.000528216 0.0129546 0.00285618 -0.00160129 -0.0188626 0.000244055 0.00994524 0.000446805 -0.00802225 0.000677829 0.0241015 internal_weight=1238.29 214.859 107.72 95.1306 66.5382 107.139 1023.43 21.4899 94.9991 58.3675 28.5925 1001.94 36.6316 987.379 24.7489 962.63 12.9106 internal_count=8662 996 490 433 300 506 7666 329 449 280 133 7337 169 7260 428 6832 227 is_linear=0 shrinkage=0.05 Tree=127 num_leaves=25 num_cat=0 split_feature=1 2 5 6 5 6 5 2 2 2 4 2 3 2 4 4 3 4 2 5 6 6 2 4 split_gain=2.8708 2.51506 2.5266 3.04626 5.26466 2.48696 3.38542 4.14043 3.45481 2.73316 2.6401 2.40639 2.45966 2.24428 1.92273 1.82636 3.0675 1.75349 1.63236 1.51551 4.89844 0.97628 0.904189 0.600314 threshold=4.5000000000000009 6.8500000000000005 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 6.9500000000000011 6.3500000000000005 10.15 2.5000000000000004 7.3500000000000005 4.5000000000000009 8.6500000000000004 3.5000000000000004 4.5000000000000009 6.5000000000000009 4.5000000000000009 5.1500000000000012 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 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 2 2 2 2 left_child=5 15 3 13 -5 10 23 8 -8 -9 -1 -4 -13 -3 21 19 18 -16 -17 22 -21 -12 -2 -7 right_child=1 2 11 4 -6 6 7 9 -10 -11 14 12 -14 -15 17 16 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=0.023428243972043281 0.014348905511144247 0.016703394197716701 0.031685442554813405 0.017437885352129274 -0.027396117786009797 -0.026025794450340051 0.0070002476128690014 -0.01163715488607775 0.034440086907202995 0.023759979328643328 -0.0064547076166591721 0.026273779371506035 0.0011434668738573425 -0.0081473253157173398 0.0021997698914452664 -0.0062262751886551877 0.021401242024027985 -0.0072920777521243169 0.0020209626166587751 0.019025304063240444 -0.0089181892572245246 -0.028288376977751963 0.0038372501756267852 -0.0063733132106917265 leaf_weight=6.5875929519534102 21.872069448232651 31.149946900084615 16.235330557450652 9.2574337273836154 17.162462364882231 9.0863433107733744 70.178864646703005 39.420498705469072 13.153467297554014 5.2811012323945752 10.095455719158053 13.387183692306278 31.849985409528017 11.656006256118415 61.691004670225084 181.02900188043714 11.910485219210384 210.91981522925198 87.752856243401766 19.104120368137956 69.798219189047813 13.638122390955687 267.89829497970641 9.0936436839401704 leaf_count=39 107 193 112 46 108 46 447 413 106 79 73 93 308 89 484 935 85 2476 552 112 373 91 1227 59 internal_value=0.000123085 0.00194078 0.00825269 0.00156905 -0.0114411 -0.00306041 0.00226025 0.00518914 0.0117478 -0.0069175 -0.00564394 0.0155537 0.0090959 0.00979092 -0.00638363 0.000671474 -0.0023703 -0.00512564 -0.00351764 0.00293967 -0.002713 -0.0198397 0.00469449 -0.0173011 internal_weight=1239.21 790.063 130.698 69.2258 26.4199 449.146 146.214 128.034 83.3323 44.7016 302.932 61.4725 45.2372 42.806 296.344 659.365 280.692 272.611 268.782 378.673 88.9023 23.7336 289.77 18.18 internal_count=8653 4340 949 436 154 4313 1150 1045 553 492 3163 513 401 282 3124 3391 1572 2960 1487 1819 485 164 1334 105 is_linear=0 shrinkage=0.05 Tree=128 num_leaves=15 num_cat=0 split_feature=0 2 2 3 2 0 0 0 0 4 0 0 4 2 split_gain=1.99898 3.67549 2.15618 2.13304 4.23516 4.16395 1.44395 1.21055 3.04244 5.10819 2.10403 1.52611 1.00828 0.924741 threshold=587.50000000000011 1.4500000000000002 2.2500000000000004 5.5000000000000009 5.3500000000000005 551.50000000000011 590.50000000000011 671.50000000000011 640.50000000000011 2.5000000000000004 622.50000000000011 680.50000000000011 4.5000000000000009 0.55000000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 5 -5 -4 12 8 10 -10 -8 -9 -2 -13 right_child=6 2 3 4 -6 -7 7 11 9 -11 -12 13 -14 -15 leaf_value=0.02591142575987922 0.019741324068934401 -0.023383106182540886 0.00048853950183191908 0.011694831084501997 -0.0037008569838204285 -0.01001857209652302 -0.00091926636114443539 0.022301254742037428 -0.034820127710638749 -0.0035922457716379159 0.0069585032569762567 0.012774302601105375 0.0023056970287130027 -0.0049924405197866884 leaf_weight=9.4966750890016538 15.061503335833548 12.982560075819491 159.31538476608694 60.091076971963048 164.93781060259789 226.6550779864192 298.91692565381527 12.181402042508124 14.404349252581595 93.435555920004845 116.79550787806511 10.61377837508917 19.320549637079239 18.522119641304016 leaf_count=50 73 84 1723 462 2160 1439 1399 63 59 386 479 60 97 86 internal_value=-0.00143463 -0.00339191 -0.00388663 -0.00342667 0.000421794 -0.00567862 0.000628311 5.68409e-06 -0.000641767 -0.00809094 0.0012934 0.00814931 0.010427 0.00152293 internal_weight=1232.73 633.479 623.982 610.999 225.029 385.97 599.252 564.87 523.552 107.84 415.712 41.3173 34.3821 29.1359 internal_count=8620 5918 5868 5784 2622 3162 2702 2532 2323 445 1878 209 170 146 is_linear=0 shrinkage=0.05 Tree=129 num_leaves=18 num_cat=0 split_feature=0 4 0 4 1 0 2 2 0 2 0 4 4 0 2 2 6 split_gain=1.17539 3.68298 1.86266 3.09455 1.22217 1.07642 0.921876 4.14657 3.0493 2.04227 3.0785 3.04166 1.74871 1.88282 1.68797 1.54943 0.494011 threshold=500.50000000000006 5.5000000000000009 481.50000000000006 6.5000000000000009 3.5000000000000004 466.50000000000006 9.2500000000000018 8.8500000000000032 542.50000000000011 10.250000000000002 557.50000000000011 5.5000000000000009 4.5000000000000009 539.50000000000011 8.6500000000000004 7.3500000000000005 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 4 -4 5 -3 7 14 -9 12 11 -11 -8 -14 15 -2 -1 right_child=6 2 3 -5 -6 -7 9 8 -10 10 -12 -13 13 -15 -16 -17 -18 leaf_value=-0.012836160699516229 0.001204573763351445 -0.010674425193057637 0.010812360299128998 -0.028665104342168863 0.025257906612276834 0.014675705816467155 0.031507991622579945 0 -0.039459247690847042 -0.03454897728625405 0.024581987158482636 0.0074519302630585947 0.019308630832113413 -0.0079552115491325296 0.019594091028215417 -0.004884734067781493 -0.035596493393208653 leaf_weight=6.7469721119850865 982.61974394693971 7.6717480905354041 8.3490903750062007 9.5924511458724719 7.9036012263968578 7.0282093416899443 9.7437428049743158 8.9492019452154654 10.228599235415457 8.6600300036370772 5.3788278698921195 6.9587060473859301 12.181238487362863 11.072004243731497 10.788853127509354 115.70252150297165 8.2015396235510689 leaf_count=170 5621 277 173 200 169 124 67 98 73 98 28 86 133 74 88 1014 195 internal_value=0.000322655 -0.00671566 0.00114555 -0.0104294 0.0105976 0.00129005 0.000662639 0.00034954 -0.0221056 0.00698902 -0.00489291 -0.0162128 0.0146187 0.00632807 0.000761882 0.000554689 -0.0270862 internal_weight=1237.78 55.4936 40.5451 17.9415 22.6036 14.7 1182.28 1128.29 19.1778 53.9945 20.9976 15.6187 32.997 23.2532 1109.11 1098.32 14.9485 internal_count=8688 1308 943 373 570 401 7380 6894 171 486 212 184 274 207 6723 6635 365 is_linear=0 shrinkage=0.05 Tree=130 num_leaves=26 num_cat=0 split_feature=4 1 5 4 2 2 3 2 5 2 1 0 2 2 4 2 0 1 3 2 2 0 2 0 4 split_gain=1.43732 3.58938 5.22773 2.60798 4.12439 2.67673 1.90659 1.72689 3.58529 1.67215 1.65262 2.92577 2.71755 3.81133 2.50153 2.68396 2.14267 2.81979 2.60373 2.0916 1.30984 2.98633 1.27088 0.950113 0.574675 threshold=3.5000000000000004 5.5000000000000009 1.5000000000000002 2.5000000000000004 5.0500000000000007 6.6500000000000012 3.5000000000000004 3.1500000000000008 1.0000000180025095e-35 7.2500000000000009 5.5000000000000009 599.50000000000011 5.4500000000000011 5.9500000000000011 5.5000000000000009 4.8500000000000005 543.50000000000011 3.5000000000000004 3.5000000000000004 6.2500000000000009 1.7500000000000002 608.50000000000011 2.7500000000000004 602.50000000000011 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=1 3 7 4 -1 22 -4 8 -3 -7 11 16 14 -14 15 -12 18 -18 -2 -15 -13 -22 -5 -16 -8 right_child=10 2 6 5 -6 9 24 -9 -10 -11 12 20 13 19 23 -17 17 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=0.017898210344608135 0.031591308529266525 0.0029848696348905926 0.030558368299200413 -0.025771837097841383 -0.015678698808623631 0.02053646069741389 0 0.0032811361951189874 -0.030470085641370017 -0.0063269842445848505 -0.0057915700582826888 0.019587418214473448 0.027967387139470119 -0.019128139068392887 0.018111860736606145 -0.027839025093631758 0.01076666358009362 -0.0028810561711227721 0.0037733234902734892 0.0047292977354390928 0.018786513213287202 0.0018849519515692589 -0.011529705939520539 0 0.011990536840435037 leaf_weight=20.672690533101559 7.8496335558593264 14.164562053978445 12.583130985498427 23.479864507913589 14.76078826189041 7.9074301533401039 13.474767059087752 20.216631472110748 16.272901266813278 15.326152145862578 121.65401256643236 23.570045560598373 14.519452355802057 10.509160302579401 11.471691910177471 14.957715429365633 41.76690561324358 323.53214495629072 217.71447673067451 44.513342879712582 35.795609220862389 93.997147634625435 62.111383154988289 16.608126878738403 35.67100865393877 leaf_count=98 68 66 55 110 79 46 60 90 73 111 554 101 74 59 68 79 279 2099 3059 264 171 401 339 71 166 internal_value=0.000654403 -0.00266225 0.00398839 -0.00786958 0.00372717 -0.0116906 0.0136882 -0.00777146 -0.0151425 0.00307968 0.00153127 0.0026863 -0.00211318 0.00608341 -0.00562024 -0.00842665 0.00107341 -0.00128184 0.00489862 0 0.00882071 0.00669247 -0.0157469 0.00768163 0.00874581 internal_weight=1235.1 256.641 112.383 144.258 35.4335 108.825 61.7289 50.6541 30.4375 23.2336 978.459 744.226 234.234 69.542 164.692 136.612 590.863 365.299 225.564 55.0225 153.363 129.793 85.5912 28.0798 49.1458 internal_count=8640 1293 510 783 177 606 281 229 139 157 7347 6178 1169 397 772 633 5505 2378 3127 323 673 572 449 139 226 is_linear=0 shrinkage=0.05 Tree=131 num_leaves=20 num_cat=0 split_feature=4 0 0 0 6 5 5 0 3 5 0 0 5 0 0 0 0 0 4 split_gain=2.27829 2.72336 3.59426 3.48546 3.02774 3.53902 2.02498 2.60257 1.93715 2.42524 1.87376 2.5447 2.13299 1.67939 1.49302 1.18867 2.23855 0.991053 0.661732 threshold=4.5000000000000009 597.50000000000011 524.50000000000011 601.50000000000011 3.5000000000000004 3.5000000000000004 1.5000000000000002 630.50000000000011 3.5000000000000004 3.5000000000000004 456.50000000000006 481.50000000000006 5.5000000000000009 652.50000000000011 640.50000000000011 583.50000000000011 601.50000000000011 515.50000000000011 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 2 17 -3 5 -4 14 -8 9 15 -10 12 -12 -13 -5 -2 -17 -1 -11 right_child=8 3 4 6 -6 -7 7 -9 10 18 11 13 -14 -15 -16 16 -18 -19 -20 leaf_value=-0.0071828314325353415 0.015573122710268547 -0.024641893446185281 0.011024233309732132 -0.0012645586799797848 -0.021983991596852187 -0.0015322105969114205 -0.0042145505448886976 0.0084381013304026583 -0.021736903891851223 -0.023863466170543555 0.04095395855774564 0.003143176722273384 0.0073459069373879487 0.021417082412549818 -0.012233692297677659 -0.021698675447871182 0.0047014699722042023 -0.033984564204456655 -0.0065965440402831199 leaf_weight=8.9116384917870146 11.218198020011185 19.032692268490791 123.22284677624702 54.532226324081421 9.5571211948990804 100.83024394139647 106.80733396112919 64.153825059533119 5.9862697115167967 13.932793054729702 7.4845285024493959 548.63411909528077 12.979096574708818 12.019221782684324 75.333663150668144 9.8684274703264219 29.381424814462662 6.4117895960807791 12.071807108819483 leaf_count=178 74 95 714 230 55 687 464 272 271 83 153 4360 253 51 337 50 125 75 85 internal_value=0.000965173 -0.00134966 0.00255375 -0.0044016 0.00414027 0.00536956 -0.00302707 0.000525788 0.00295593 -0.00445699 0.00393593 0.00424587 0.0212063 0.00358127 -0.00771069 0.00189015 -0.00218617 -0.0200987 -0.0165741 internal_weight=1232.37 568.793 248.934 319.86 233.61 224.053 300.827 170.961 663.576 76.4727 587.103 581.117 20.4636 560.653 129.866 50.4681 39.2499 15.3234 26.0046 internal_count=8612 3107 1709 1398 1456 1401 1303 736 5505 417 5088 4817 406 4411 567 249 175 253 168 is_linear=0 shrinkage=0.05 Tree=132 num_leaves=11 num_cat=0 split_feature=0 5 2 0 6 2 2 0 6 2 split_gain=1.50399 3.06453 1.78919 1.30718 1.15964 2.92915 3.46817 2.00229 1.87481 0.672957 threshold=665.50000000000011 1.0000000180025095e-35 1.9500000000000002 661.50000000000011 1.0000000180025095e-35 1.8500000000000003 3.5500000000000003 653.50000000000011 2.5000000000000004 1.3500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 9 -3 4 5 -1 -7 8 -6 -2 right_child=1 2 -4 -5 7 6 -8 -9 -10 -11 leaf_value=0.01508586114776133 0.01177414218897665 -0.032194536089096393 -0.0058431031193607414 0.017796761028648002 0.0022521188435954769 -0.017560839439762686 -0.0020003877283021878 -0.013331197967464526 -0.0035019197445196313 -0.003661241038347782 leaf_weight=19.918514013290405 11.860770858824255 13.922956123948099 13.244427785277365 8.9965142309665662 656.52555647771806 41.056653637439013 251.81724186241627 24.035941988229752 178.95781042985618 14.20491014420986 leaf_count=93 65 70 59 41 4523 223 2367 98 1023 65 internal_value=-0.000576143 -0.00872002 -0.0201889 -0.000197863 -0.000355268 -0.00295963 -0.00425108 0.000589027 0.00101093 0.00335317 internal_weight=1234.54 53.2331 27.1674 1181.31 1172.31 312.792 292.874 859.519 835.483 26.0657 internal_count=8627 259 129 8368 8327 2683 2590 5644 5546 130 is_linear=0 shrinkage=0.05 Tree=133 num_leaves=12 num_cat=0 split_feature=0 0 0 0 1 3 6 0 1 0 0 split_gain=2.38436 1.34952 1.24541 0.960487 1.35101 1.08303 1.69795 2.66343 0.829484 3.47393 2.17224 threshold=473.50000000000006 465.50000000000006 454.50000000000006 481.50000000000006 3.5000000000000004 5.5000000000000009 3.5000000000000004 634.50000000000011 3.5000000000000004 503.50000000000006 503.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 8 7 -7 10 -10 -5 right_child=3 -3 -4 5 -6 6 -8 -9 9 -11 -12 leaf_value=-0.020186454962155161 0.029662361234496129 -0.033488922921123307 0.010726965612078742 0.033006278460612749 -0.0032140496763881279 -0.002511870926986954 0.015587188997791901 -0.032277283478338754 -0.030284293961045192 0.00088831105922916099 0.0031060526510371701 leaf_weight=5.6356645263731497 5.5835191328078491 6.948733313009142 5.3006361881271005 5.9334712065756312 5.1482785791158676 262.24676930624992 11.255564514547585 6.7905122339725486 8.0249591674655658 865.98578079789877 56.864260032773018 leaf_count=254 100 127 143 114 98 2366 68 29 150 4792 453 internal_value=1.74144e-05 -0.0176096 -0.00514094 0.000292366 0.014535 0.000150847 -0.00256554 -0.00339841 0.000970791 0.000562094 0.00648264 internal_weight=1245.72 17.885 10.9363 1227.83 10.7318 1217.1 280.293 269.037 936.808 874.011 62.7977 internal_count=8694 524 397 8170 198 7972 2463 2395 5509 4942 567 is_linear=0 shrinkage=0.05 Tree=134 num_leaves=12 num_cat=0 split_feature=0 0 0 0 3 0 0 2 2 3 0 split_gain=1.52161 2.09945 2.08739 1.9057 1.66027 1.60789 1.40395 1.25699 1.75909 0.912803 1.03077 threshold=660.50000000000011 639.50000000000011 680.50000000000011 643.50000000000011 3.5000000000000004 699.50000000000011 637.50000000000011 1.3500000000000003 2.8500000000000001 2.5000000000000004 633.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 4 -3 -2 -4 9 -5 -9 -1 -11 right_child=2 3 5 7 -6 -7 -8 8 -10 10 -12 leaf_value=-0.011290439791049274 0.0021529326916476699 -0.02057977537274153 -0.010270234131141471 -0.016359816790145164 0.024178447326619154 0.012847119679286862 0.015722283650046198 0.012026259075824648 -0.0066439547400291054 0.0005934836716627338 -0.010115589798601186 leaf_weight=16.086934827268124 15.138032495975493 20.72281876206398 20.112623184919361 13.381332635879515 21.188907116651535 10.612014576792715 13.717611268162726 19.146920084953308 32.692671790719032 1027.7275982135907 21.940014734864235 leaf_count=79 71 85 93 55 98 60 56 78 132 7735 90 internal_value=0.000204023 -0.000215987 0.00747355 -0.00769333 0.0154376 -0.00197483 0.000381275 -0.00327444 0.000254345 0.000164576 0.00035547 internal_weight=1232.47 1165.42 67.0516 85.9437 36.3269 30.7246 1079.47 65.2209 51.8396 1065.75 1049.67 internal_count=8632 8310 322 350 169 153 7960 265 210 7904 7825 is_linear=0 shrinkage=0.05 Tree=135 num_leaves=8 num_cat=0 split_feature=2 2 2 2 5 5 5 split_gain=1.25531 1.23346 1.90426 0.966804 2.29134 1.17841 0.494375 threshold=11.450000000000001 10.850000000000003 10.450000000000001 8.9500000000000011 3.5000000000000004 7.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 left_child=1 2 3 5 -5 -1 -3 right_child=-2 6 -4 4 -6 -7 -8 leaf_value=-0.00084226995840630059 -0.017550501258651634 0.0027241242868801963 -0.023587595165000204 -0.0073455993189665211 0.011551463738526068 -0.0097670354943616196 0.025203664492160383 leaf_weight=1113.3673598812893 10.349183607846497 5.4214341510087234 8.2560090608894807 23.58141878247261 44.597401417791843 37.427325948141515 5.1940528713166714 leaf_count=6909 245 67 122 208 587 508 78 internal_value=-0.000973966 -0.000817285 -0.000973836 -0.000797368 0.00493144 -0.0011451 0.0153765 internal_weight=1248.19 1237.85 1227.23 1218.97 68.1788 1150.79 10.6155 internal_count=8724 8479 8334 8212 795 7417 145 is_linear=0 shrinkage=0.05 Tree=136 num_leaves=19 num_cat=0 split_feature=2 5 0 2 2 0 0 2 5 2 2 2 0 0 6 5 5 4 split_gain=1.29968 2.15826 2.79585 1.96941 3.33451 1.77209 0.995936 2.74069 2.56779 2.59354 1.91632 0.943761 1.78876 2.21995 2.16316 1.46478 1.92052 1.34612 threshold=2.6500000000000008 1.5000000000000002 646.50000000000011 1.0500000000000003 1.5500000000000003 604.50000000000011 628.50000000000011 1.8500000000000003 1.0000000180025095e-35 1.5500000000000003 1.1500000000000001 10.850000000000003 473.50000000000006 479.50000000000006 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 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 6 3 5 -5 -3 7 -1 10 -10 -8 12 14 -14 -2 16 -13 -15 right_child=11 2 -4 4 -6 -7 8 -9 9 -11 -12 15 13 17 -16 -17 -18 -19 leaf_value=0.011693501878936733 0.002084477671579744 0.0029673530084630487 0.017666012094918304 0.022433956566534116 -0.0035338357286977535 -0.021937442905985666 0.0080208054842650714 -0.019561224691163479 -0.032829792177627479 -0.0038498008320286391 -0.014926412549384338 0.015814882512311196 0.026318389240663383 0.0002949537562944924 -0.037195632849363537 0.026566375969323028 -0.020899471577059764 -0.014237290919774714 leaf_weight=15.829802498221399 6.3094543870538455 10.066491700708868 18.661552794277668 14.211315318942068 64.519603934139013 19.741243749856949 18.080796100199223 10.993255034089087 21.043921187520027 12.983259066939352 16.249083459377289 7.1625185729935783 7.1136368587613097 965.02097530290484 6.0659533562138677 7.6186109054833642 5.3183237100020051 15.199906097725032 leaf_count=70 194 51 88 62 325 83 89 50 92 54 69 113 127 6584 180 155 105 176 internal_value=-0.000505657 -0.00396128 0.000272106 -0.00280684 0.00131335 -0.0135411 -0.00961485 -0.001179 -0.0127882 -0.0223407 -0.00281415 0.000246124 2.0226e-05 0.000270988 -0.0181367 0.0107114 0 5.02321e-05 internal_weight=1242.19 222.38 127.2 108.539 78.7309 29.8077 95.1801 26.8231 68.3571 34.0272 34.3299 1019.81 999.71 987.335 12.3754 20.0995 12.4808 980.221 internal_count=8667 1033 609 521 387 134 424 120 304 146 158 7634 7261 6887 374 373 218 6760 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=17 num_cat=0 split_feature=6 4 4 1 2 1 3 3 2 5 2 5 5 2 2 6 split_gain=1.40245 3.51331 3.43704 3.29745 3.26022 2.958 2.78156 2.66792 2.45149 2.2043 3.09183 2.11505 1.52638 2.59259 2.40148 0.942458 threshold=1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 2.5000000000000004 10.850000000000003 3.5000000000000004 4.5000000000000009 5.5000000000000009 2.1500000000000008 1.5000000000000002 1.5500000000000003 1.5000000000000002 1.5000000000000002 2.6500000000000008 5.3500000000000005 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 8 -3 9 -2 -4 10 -5 -7 13 -8 -14 -11 right_child=3 2 4 6 -6 11 12 -9 -10 15 -12 -13 14 -15 -16 -17 leaf_value=-0.026429497543069266 0 -0.021646552483251945 0.016270897898885348 -0.009532692771876683 0.025206771876752812 -0.004986923946502235 0.011955437128294173 -0.04531917163787013 -0.008353368215925536 -0.0069914791505179819 0.0078236070288929503 0.011167836275284204 0.009786354923047285 -0.0076204853094159657 0.0018574519819673564 -0.0012362046983723672 leaf_weight=13.917287983000277 5.9308130815625173 8.4867595471441728 9.674264866858719 32.509233385324478 7.1865119384601703 25.393659248948097 22.528223149478436 5.8580674501135945 177.72784581966698 133.23429955355823 107.1299741268158 84.84181697294116 174.09244801290333 58.621375821530819 215.60953393857926 157.88906088843942 leaf_count=69 70 92 49 146 155 126 99 126 1777 767 481 530 1023 311 2046 823 internal_value=0.000101444 -0.00269786 -0.00154705 0.00111162 -0.0056391 0.00510923 0.00147286 -0.0240799 -0.00697603 -0.00142065 0.00370831 0.00739013 0.004128 -0.0020457 0.00542833 -0.00390217 internal_weight=1240.63 327.228 313.311 913.403 194.589 118.722 901.614 11.7889 187.402 430.763 139.639 110.235 470.852 81.1496 389.702 291.123 internal_count=8690 2798 2729 5892 1981 748 5696 196 1826 2217 627 656 3479 410 3069 1590 is_linear=0 shrinkage=0.05 Tree=138 num_leaves=16 num_cat=0 split_feature=0 5 0 0 2 2 1 2 0 2 2 3 6 3 0 split_gain=2.31362 2.77251 1.89139 3.11976 2.19631 2.08308 3.21442 3.9879 2.82715 2.52048 3.48588 1.92952 1.76488 1.54136 1.07451 threshold=473.50000000000006 5.5000000000000009 608.50000000000011 603.50000000000011 2.9500000000000006 2.9500000000000006 5.5000000000000009 1.5500000000000003 618.50000000000011 3.9500000000000006 4.1500000000000012 4.5000000000000009 4.5000000000000009 2.5000000000000004 605.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 12 -5 6 8 -8 -4 11 -11 -7 13 -2 -6 right_child=2 -3 5 4 14 9 7 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.010267044040441443 -0.022318768495868987 -0.030067354533543245 0.035366791155760274 -0.032956179478939314 -0.01607132590302594 -0.0026045655826267525 -0.0085805147684834947 0.011053757583879777 0.0094729672218518118 0.02599653682501912 0.00030252074173610946 -0.020583355766908371 -0.020108998688359636 -0.00057786144879987849 0.0030045708436669317 leaf_weight=5.342316095717254 7.2586379647254935 12.786419646814464 13.127614215016363 11.573023542761801 14.262684792280199 45.895698040723801 51.700809843838215 49.688918828964233 51.014591947197914 13.652449667453764 137.89886569976807 21.973003327846527 11.071545869112013 769.29637384787202 13.08037720620632 leaf_count=159 41 385 56 53 67 191 235 208 214 58 590 95 65 6147 59 internal_value=-0.000743957 -0.0180046 -0.000466911 -0.00181808 -0.0154661 0.00241847 0.00663827 0.00100697 0.0153108 -0.00075797 0.00280517 -0.00871229 -0.00111865 -0.000815952 -0.00698535 internal_weight=1229.62 18.1287 1211.49 826.543 38.9161 384.952 165.532 101.39 64.1422 219.42 151.551 67.8687 787.627 776.555 27.3431 internal_count=8623 544 8079 6432 179 1647 713 443 270 934 648 286 6253 6188 126 is_linear=0 shrinkage=0.05 Tree=139 num_leaves=24 num_cat=0 split_feature=0 2 4 0 0 2 2 0 0 0 2 3 0 0 2 2 2 3 0 2 2 3 0 split_gain=1.39472 2.21785 3.08703 3.7749 5.30249 3.46364 2.1924 2.38389 1.89096 3.00145 2.54524 1.7103 3.07675 1.5141 2.07718 1.28538 2.13357 1.27481 1.17979 1.08431 2.54785 1.11569 0.276591 threshold=573.50000000000011 8.2500000000000018 3.5000000000000004 564.50000000000011 557.50000000000011 3.7500000000000004 10.850000000000003 501.50000000000006 507.50000000000006 551.50000000000011 9.2500000000000018 5.5000000000000009 566.50000000000011 579.50000000000011 8.1500000000000004 6.0500000000000007 6.2500000000000009 5.5000000000000009 582.50000000000011 5.3500000000000005 6.9500000000000011 4.5000000000000009 471.50000000000006 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 4 -4 -5 8 22 10 -10 -3 12 -1 17 15 18 -17 19 -15 21 -21 -2 -8 right_child=13 6 3 5 -6 -7 7 -9 9 -11 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 leaf_value=0.0087650074941911151 -0.0096982617671436122 -0.00038968437404600815 0.0046371164395323586 0.037258438300633349 -0.014721644546999728 0.0089703318257331102 0.0021249849613435958 0.028707088901572132 0.0032613663302145956 -0.01893251357825804 -0.030291138201158731 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-0.00165131 -0.00210876 -0.00739185 -0.00986655 -0.00115954 -0.014068 -0.00525006 -0.0213368 -0.00509703 internal_weight=1223.01 496.043 376.127 341.972 268.916 73.0561 119.916 19.1072 100.809 71.4307 29.3779 34.155 23.8291 726.969 666.222 650.028 97.1674 60.7467 552.86 45.1143 21.474 23.6403 10.6821 internal_count=8592 5141 3459 3199 2768 431 1682 376 1306 662 644 260 167 3451 3088 3007 474 363 2533 269 130 139 277 is_linear=0 shrinkage=0.05 Tree=140 num_leaves=15 num_cat=0 split_feature=6 4 4 2 2 4 5 1 2 6 3 3 2 5 split_gain=1.98401 1.28333 1.82672 1.61011 1.19301 2.85684 1.55924 2.08123 1.63005 1.36419 4.27922 1.15721 2.01972 1.55616 threshold=3.5000000000000004 4.5000000000000009 3.5000000000000004 6.1500000000000012 2.1500000000000008 1.5000000000000002 1.5000000000000002 4.5000000000000009 3.3500000000000001 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 0.35000000000000003 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -3 9 -6 7 -7 -8 10 -1 12 -11 -13 right_child=1 3 -4 -5 5 6 8 -9 -10 11 -12 13 -14 -15 leaf_value=0.027583554485156998 0.012426772848827624 0.0059311875492105261 -0.010392395733912721 0.029501633588796608 -0.032671151966237426 -0.01581960754041007 0.0054003948456137242 -0.0027707894794142128 -0.0013670817938532089 0.008436185793128893 -0.010640283845274337 0.0089540446625627056 -0.014954772951806423 -0.0051118712492692108 leaf_weight=17.517805218696598 16.056060694158077 21.848158821463585 17.004287645220757 11.012346625328062 6.4082916378974906 38.682817963883281 100.18665624782443 142.24551894515753 728.91383866686374 13.455286331474779 11.170837979763744 54.243694223463535 24.205488115549088 29.239503011107445 leaf_count=79 74 109 83 75 30 246 509 678 6132 66 58 239 107 140 internal_value=-0.000597638 0.00776656 0.000582616 0.0146159 -0.00108094 -0.00169849 -0.00146492 -0.00565975 -0.000537771 0.00305879 0.0126744 0.000655613 -0.00646637 0.00396616 internal_weight=1232.19 65.9209 33.0603 32.8605 1166.27 1016.44 1010.03 180.928 829.1 149.833 28.6886 121.144 37.6608 83.4832 internal_count=8625 341 157 184 8284 7595 7565 924 6641 689 137 552 173 379 is_linear=0 shrinkage=0.05 Tree=141 num_leaves=22 num_cat=0 split_feature=5 2 2 1 5 1 3 2 2 2 2 6 2 4 2 2 2 2 6 2 2 split_gain=1.857 2.78268 2.55593 2.50613 2.40916 1.8039 1.73605 1.66554 1.46827 1.57903 2.16199 1.46397 3.83293 2.54326 1.2675 4.75707 4.28908 3.20408 1.6387 1.34342 0.0403807 threshold=2.5000000000000004 9.8500000000000032 6.7500000000000009 4.5000000000000009 3.5000000000000004 2.5000000000000004 2.5000000000000004 2.8500000000000001 11.65 10.850000000000003 10.350000000000003 1.5000000000000002 1.5500000000000003 6.5000000000000009 6.5500000000000007 5.9500000000000011 6.2500000000000009 6.7500000000000009 2.5000000000000004 1.3500000000000003 11.15 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 2 11 5 -5 -4 7 -1 9 10 -3 12 -2 -13 15 19 -17 -16 -19 -8 -11 right_child=1 8 3 4 -6 -7 14 -9 -10 20 -12 13 -14 -15 17 16 -18 18 -20 -21 -22 leaf_value=0.0032267027611194241 0.019203969984679225 0.018085681617792584 0.0090167880492248546 -0.013780328693805516 0.0042210745326681258 -0.013816075645119255 -0.0035915635148119338 -0.021871041695667368 -0.0091429774771104259 0.036253030308007715 -0.011743804954423143 0.00067305657166920124 -0.0047104124600740333 0.022066411376498958 0.037037334495116342 -0.031154631479992957 0.001285380038260075 0.00091380872597031132 0.02019946688469294 0.0043740063807741958 0.017580340977026213 leaf_weight=10.916882231831552 16.814253814518452 14.037570693530144 8.4023091271519643 25.31898389942944 61.920905787497759 115.49967331811786 62.806733064353466 13.917607650160788 7.1539362128823987 5.3475759979337436 9.116099836304782 170.41200313903391 270.42436637915671 14.195879960432647 7.5753773190081111 19.523064807057381 19.523366887122393 61.461036035791039 12.627105670049785 298.57409433834255 5.8874700292944908 leaf_count=51 78 194 154 162 497 1396 285 63 184 67 147 976 1932 109 48 113 111 461 75 1440 97 internal_value=-0.000659247 -0.00228494 -0.00305942 -0.00762169 -0.00104364 -0.0121679 0.00165438 -0.010947 0.0101032 0.0143935 0.00613419 -0.000995519 -0.00323141 0.00245511 0.0023352 0.0011538 -0.0151826 0.00798353 0.00449256 0.00296973 0.0291133 internal_weight=1231.46 724.531 682.988 211.142 87.2399 123.902 506.925 24.8345 41.5427 34.3887 23.1537 471.847 287.239 184.608 482.091 400.427 39.0464 81.6635 74.0881 361.381 11.235 internal_count=8640 5993 5304 2209 659 1550 2647 114 689 505 341 3095 2010 1085 2533 1949 224 584 536 1725 164 is_linear=0 shrinkage=0.05 Tree=142 num_leaves=13 num_cat=0 split_feature=0 0 0 5 5 1 3 0 6 4 5 0 split_gain=1.72303 2.05184 5.04049 1.58037 1.71227 1.22956 1.44847 1.47947 1.05062 2.58475 2.14854 0.344069 threshold=683.50000000000011 561.50000000000011 560.50000000000011 10.500000000000002 8.5000000000000018 6.5000000000000009 4.5000000000000009 618.50000000000011 2.5000000000000004 2.5000000000000004 2.5000000000000004 696.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 8 7 -7 10 -10 -3 -2 right_child=11 5 -4 -5 -6 6 -8 -9 9 -11 -12 -13 leaf_value=-0.0017520423591465555 -0.018276167846750607 0.0055768713321328366 -0.043303749224017113 -0.026859242085539831 0.01418053173300679 -0.010914080901778681 0.019922357664281166 0.0091612503574026779 0.018884915983841847 -0.0041918635174250773 -0.00025283092233288791 -0.0051626033739539459 leaf_weight=352.9612381933257 12.139372289180757 299.63070866465569 6.3374474048614493 5.0211462723091236 16.668093289248645 11.715506061911581 19.445634000003338 31.267714291810989 12.275306999683378 135.99094564467669 329.78405889868736 12.062996402382849 leaf_count=3945 54 1419 52 110 323 52 86 135 55 655 1767 66 internal_value=0.000527089 0.000797389 -0.00223587 -0.00141444 -0.000983765 0.00217993 0.00889437 0.0034521 0.00162377 -0.00213407 0.00251889 -0.0124027 internal_weight=1245.3 1221.1 380.988 374.65 369.629 840.11 62.4289 42.9832 777.681 148.266 629.415 24.2024 internal_count=8719 8599 4430 4378 4268 4169 273 187 3896 710 3186 120 is_linear=0 shrinkage=0.05 Tree=143 num_leaves=22 num_cat=0 split_feature=0 0 5 0 0 0 1 3 0 4 5 0 5 5 6 5 4 5 0 6 0 split_gain=1.11047 1.59347 2.94703 1.22438 1.53735 1.51212 1.64649 3.94864 1.94476 1.31724 1.38582 1.27022 2.76135 1.58516 1.108 4.12336 1.82434 2.23772 2.09719 1.30329 0.876723 threshold=614.50000000000011 607.50000000000011 3.5000000000000004 625.50000000000011 634.50000000000011 622.50000000000011 5.5000000000000009 4.5000000000000009 618.50000000000011 4.5000000000000009 2.5000000000000004 649.50000000000011 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 479.50000000000006 4.5000000000000009 610.50000000000011 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 14 20 5 9 6 7 -2 -8 10 -5 12 -6 -13 16 -16 17 -1 -18 -17 -3 right_child=3 2 -4 4 11 -7 8 -9 -10 -11 -12 13 -14 -15 15 19 18 -19 -20 -21 -22 leaf_value=0.00135354795099424 0.022982602733829072 -0.0069287850292034901 0.0074896754777842344 -0.0083223738414652977 0.0012982803529500363 0.017574409177013032 -0.018992927873000963 -0.010888300358529793 0.0058832434184267332 -0.017012246634324209 0.011426237654887074 0.0011712788290734921 0.022042261093661288 -0.016690809625478798 0.02905694702813157 -0.0036166627782522214 0.012674452940567755 0.014749565785556929 -0.0050773778194862038 -0.021070348097297468 -0.022878340538296016 leaf_weight=323.03695929516107 21.552272483706474 16.889721900224686 17.236596316099167 23.355604261159897 58.523064970970154 23.943946599960327 13.508504107594492 12.916091695427893 15.948059022426603 19.811283558607101 12.92210631072521 94.323209822177887 21.489904880523682 13.240126863121985 8.5288928896188718 271.55788959655911 17.312642147764564 33.722387307323515 172.75372588448226 10.353396296501158 23.35853698849678 leaf_count=2293 90 77 79 96 239 98 57 58 66 82 53 427 88 57 43 1950 473 405 1725 62 103 internal_value=-0.000406171 -0.00132527 -0.00931268 0.0020558 0.000201545 0.00708137 0.00286389 0.0102003 -0.00560961 -0.00696572 -0.00103598 0.00239678 0.00713473 -0.00111483 -0.000760451 -0.00325312 0.000557895 0.00267146 -0.00337637 -0.00434755 -0.0166367 internal_weight=1226.28 894.751 57.4849 331.534 243.665 87.8689 63.9249 34.4684 29.4566 56.089 36.2777 187.576 80.013 107.563 837.266 290.44 546.826 356.759 190.066 281.911 40.2483 internal_count=8621 7210 259 1411 1042 369 271 148 123 231 149 811 327 484 6951 2055 4896 2698 2198 2012 180 is_linear=0 shrinkage=0.05 Tree=144 num_leaves=18 num_cat=0 split_feature=4 0 5 2 2 2 2 6 2 2 2 4 4 2 2 0 4 split_gain=2.1151 2.62664 3.45482 3.64688 3.6271 2.93841 2.3725 1.36336 2.41821 2.93543 4.00469 3.34452 1.48595 1.87748 1.43358 1.11792 0.751874 threshold=5.5000000000000009 621.50000000000011 5.5000000000000009 3.9500000000000006 2.3500000000000001 3.4500000000000006 4.8500000000000005 2.5000000000000004 6.6500000000000012 3.6500000000000008 4.4500000000000011 3.5000000000000004 1.5000000000000002 0.35000000000000003 10.750000000000002 571.50000000000011 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 4 -4 -2 -6 -5 12 9 11 -11 -9 -1 16 -15 -10 -14 right_child=1 -3 3 6 5 -7 -8 8 15 10 -12 -13 13 14 -16 -17 -18 leaf_value=-0.01962104774355241 -0.019525073508813634 -0.013586764612429442 0.025241964396855183 -0.034163717440889502 0.028090318466715249 0.0066784185084224736 -0.0052449099296193206 0.011179612858309465 -0.0047073688521423324 -0.033357476204865094 -0.0071981741790001583 -0.011029447773636535 0.0015416834477392468 -0.001330597919071623 -0.021121801730489161 0.015138255680848041 0.019249337840803706 leaf_weight=10.047163404524325 11.099115662276743 22.636971071362495 7.9262649435549966 7.149131827056407 16.941299516707659 186.04070799704641 67.07474781665951 27.698532715439796 11.128938771784307 22.695851130411029 42.014902245253325 40.229344397783279 11.300460509955885 701.00094291660935 8.3191942088305932 15.78664907813072 14.192154645919798 leaf_count=48 60 95 58 63 94 1733 1031 124 99 113 231 183 56 4372 122 75 67 internal_value=-0.00106398 0.00242473 0.00370669 -0.00493245 0.00705258 0.00861896 -0.00851393 -0.00230084 -0.00648962 -0.00927098 -0.0168171 -0.00187005 -0.00138937 -0.00110696 -0.00159917 0.00687878 0.011943 internal_weight=1223.28 318.868 296.231 82.1501 214.081 202.982 74.2239 904.414 159.554 132.639 64.7108 67.9279 744.86 734.813 709.32 26.9156 25.4926 internal_count=8624 3134 3039 1152 1887 1827 1094 5490 825 651 344 307 4665 4617 4494 174 123 is_linear=0 shrinkage=0.05 Tree=145 num_leaves=20 num_cat=0 split_feature=2 2 5 2 2 5 2 4 4 0 0 0 0 0 0 6 2 3 2 split_gain=1.41171 2.44923 2.23785 2.4942 2.20933 5.65331 2.15451 2.07974 1.9206 1.85838 6.00033 1.3739 3.50616 3.14727 2.53618 2.40629 2.09404 1.45406 1.04658 threshold=7.3500000000000005 8.9500000000000011 7.5000000000000009 11.750000000000002 7.2500000000000009 3.5000000000000004 9.8500000000000032 3.5000000000000004 5.5000000000000009 587.50000000000011 575.50000000000011 554.50000000000011 579.50000000000011 550.50000000000011 582.50000000000011 1.5000000000000002 6.6500000000000012 5.5000000000000009 7.8500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 7 3 6 11 -6 -3 18 -4 10 -9 13 15 16 -14 -13 -1 -15 -2 right_child=1 2 8 -5 5 -7 -8 9 -10 -11 -12 12 14 17 -16 -17 -18 -19 -20 leaf_value=-0.0018431717370071276 -0.0078434542551066213 -0.006219982072920292 -0.004765270761837602 -0.030219246303092098 -0.013693420101857354 0.045067558445759243 0.010709894883093858 -0.0041344964410832399 0.030696634973562877 0.0082815318242560609 -0.042649862492021136 -0.0026204208397047389 0.015542425740718175 0.029412593699660601 0.00015573147146934641 -0.01456025120063387 0.012807650732464813 0.0013953762301509947 -0.033916828977249978 leaf_weight=113.76754242554307 7.9818437732756164 40.731159733608365 5.0878785550594321 5.8198581598699084 6.6674003861844522 7.9905419647693634 33.052012864500284 96.459010791964829 10.213597896508871 18.931396663188934 10.409029744565485 119.26291088014841 27.065611243247986 15.191994167864324 603.20073250681162 65.979259751737118 29.889004526659846 7.1708361506462088 10.082618478685616 leaf_count=1193 53 427 81 135 42 75 429 1191 198 93 71 776 148 110 2761 419 347 53 67 internal_value=-0.000606593 -0.0040521 0.00212967 -0.00125261 0.000217456 0.0188523 0.00133889 -0.00815117 0.0190295 -0.00571355 -0.00829289 -7.46486e-05 -0.000924759 0.0040518 0.000847979 -0.00695532 0.00123796 0.0210869 -0.0236742 internal_weight=1234.95 238.768 94.9045 79.603 996.186 14.6579 73.7832 143.864 15.3015 125.799 106.868 981.528 815.509 166.019 630.266 185.242 143.657 22.3628 18.0645 internal_count=8669 2745 1270 991 5924 117 856 1475 279 1355 1262 5807 4104 1703 2909 1195 1540 163 120 is_linear=0 shrinkage=0.05 Tree=146 num_leaves=22 num_cat=0 split_feature=4 4 1 3 2 6 2 2 2 2 5 2 5 2 1 2 2 4 2 2 2 split_gain=1.35151 1.44894 3.80982 3.05213 2.57491 2.70743 1.83023 1.31275 1.11901 0.967775 3.11455 4.0251 3.22516 2.51896 4.19093 3.15147 2.37449 1.74079 1.73326 1.80503 1.26032 threshold=4.5000000000000009 2.5000000000000004 4.5000000000000009 3.5000000000000004 0.15000000000000005 2.5000000000000004 6.2500000000000009 9.4500000000000011 5.1500000000000012 8.2500000000000018 3.5000000000000004 8.6500000000000004 5.5000000000000009 7.9500000000000011 4.5000000000000009 7.7500000000000009 7.8500000000000005 5.5000000000000009 8.6500000000000004 10.450000000000001 6.2500000000000009 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 -1 -4 -3 7 -7 -6 -5 13 18 17 -13 15 -15 20 -17 -12 -11 -20 -2 right_child=9 4 3 8 5 6 -8 -9 -10 10 11 12 -14 14 -16 16 -18 -19 19 -21 -22 leaf_value=0.020585532178277532 -0.0017789209627186117 0.021204341708285761 -0.025895657849971433 0.0028907786235931668 0.0046913831712698736 -0.0092365728462115281 0.0085098706692820925 -0.012319434839849312 -0.014504738775281379 0.002656387142063267 -0.0018596950335199661 0.018961537570585614 -0.0039303694382492264 -0.002987524180384192 0.043393561422510274 -0.042863535269565531 -0.0016828046677910134 -0.040241025645260053 -0.03055997631458986 0.0014478557410276521 0.003823806224662689 leaf_weight=11.754067976027725 383.08828571345657 18.056016251444817 18.357636071741581 32.138041332364082 377.88011173158884 68.682677403092384 17.230756754055619 10.602196678519247 11.724214076995848 7.1714958250522605 5.4157696869224292 25.128587063401937 36.145026739686728 10.506419763900341 7.6190905645489684 6.7513576159253699 7.0211814157664776 6.7126132752746344 20.233535357750956 5.0768577810376874 134.70858838409185 leaf_count=67 2409 86 86 145 2109 326 104 116 56 74 65 336 612 143 65 82 77 112 206 77 1204 internal_value=0.000364621 0.00215469 -0.00430144 -0.00933322 0.00314138 0.00240021 -0.00556287 0.00418386 -0.0018672 -0.00117532 -0.00553163 0.000163298 0.00553115 -0.000318599 0.0174969 -0.000967175 -0.0237433 -0.0249303 -0.0181708 -0.0241387 -0.000307132 internal_weight=1222 566.426 73.974 62.2199 492.452 474.396 85.9134 388.482 43.8623 655.579 105.884 73.402 61.2736 549.695 18.1255 531.569 13.7725 12.1284 32.4819 25.3104 517.797 internal_count=8557 3095 354 287 2741 2655 430 2225 201 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 0 1 1 4 0 0 0 split_gain=1.49312 2.84752 2.84906 2.55392 2.46587 1.61297 1.48934 1.48273 1.28064 0.38855 threshold=468.50000000000006 11.050000000000002 10.250000000000002 492.50000000000006 3.5000000000000004 3.5000000000000004 5.5000000000000009 456.50000000000006 552.50000000000011 537.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 5 -4 -2 -3 -1 -5 -6 right_child=1 6 4 8 9 -7 -8 -9 -10 -11 leaf_value=-2.3564747372847518e-05 -0.0013548588605770398 -0.039135552978467575 0.047214305365715525 -0.0011027160479124916 -0.0017045075975544489 -0.0309158112741027 -0.004078264497260637 0.03189458381464675 0.0029141875565881058 0.015456257292569775 leaf_weight=5.9571680380031449 9.8487132024019974 5.2418767530471069 5.3634729944169548 250.5136351082474 5.7549121249467117 8.5406000949442369 7.1081068869680166 7.2415913343429565 916.70920781418681 5.1591728329658508 leaf_count=284 226 80 81 2601 82 197 111 166 4737 32 internal_value=0.0019837 0.00178908 0.00204633 0.00174646 0.0222329 -0.0162282 -0.0211496 0.0181493 0.00204758 0.00660428 internal_weight=1227.44 1214.24 1201.89 1185.61 16.2776 18.3893 12.35 13.1988 1167.22 10.9141 internal_count=8597 8147 7956 7761 195 423 191 450 7338 114 is_linear=0 shrinkage=0.05 Tree=148 num_leaves=23 num_cat=0 split_feature=2 2 6 2 6 5 1 5 5 6 5 6 3 1 5 2 2 2 1 2 2 2 split_gain=2.07904 3.01793 2.52526 2.18418 3.22545 2.57373 2.05424 2.9729 4.24413 2.18114 2.01968 2.06082 1.57914 2.55448 1.5202 4.88235 2.5337 1.43024 1.27009 1.25833 1.20716 1.04212 threshold=6.1500000000000012 5.9500000000000011 1.0000000180025095e-35 5.7500000000000009 1.5000000000000002 3.5000000000000004 4.5000000000000009 6.5000000000000009 5.5000000000000009 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 8.5000000000000018 8.7500000000000018 7.9500000000000011 6.3500000000000005 4.5000000000000009 11.050000000000002 1.0000000180025095e-35 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 2 left_child=1 3 -3 12 5 -5 7 8 19 10 17 -12 20 -14 16 -16 -9 -8 -4 -2 -1 -10 right_child=6 2 18 4 -6 -7 9 14 21 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.0069133967991944255 0.001083314878309078 0.005440957921012346 -0.037848502688343853 0.038910589263855273 -0.0073773616019317499 0.0046963360700377522 0.021000846732935331 0.033398659278128032 -0.013139768765803129 0.029089716489339057 -0.022956408437429045 0.0030463272026532758 0.0074834558962749154 -0.0096425948266737407 -0.032251549134781884 0.022178674198870096 0.0046163722965835161 0.0059884496839321347 -0.012909165634386186 -0.021658312187068339 -0.0027981536674188123 -0.036233800992465946 leaf_weight=32.707551784813404 148.40161559917033 9.5688716769218427 9.4632399696856755 10.983555495738985 13.550504824146627 11.42599720135331 17.65620744228363 12.771159933879973 18.761042155325416 9.5497455075383169 10.449012249708177 21.462041895836592 101.3623645817861 26.526139676570892 6.449176517315208 8.1902942080050689 19.149793813936412 140.21655460167676 15.142345689237116 5.3378472095355383 565.15362611599267 7.7736588194966307 leaf_count=155 1489 80 78 65 81 94 99 159 239 54 108 185 722 139 136 169 330 916 89 109 2927 154 internal_value=0.000280745 -0.0012237 -0.0155481 -0.00055493 0.0112906 0.0226251 0.00309834 -0.000137988 -0.00307808 0.00678844 0.00549346 -0.00575495 -0.00116347 0.00384519 0.0109658 -0.00200895 0.0169484 0.0078205 -0.0237996 0.000126548 -0.00224785 -0.0211572 internal_weight=1222.05 795.884 34.1745 761.71 35.9601 22.4096 426.168 226.835 180.274 199.334 189.784 31.9111 725.75 127.889 46.5604 14.6395 31.921 157.873 24.6056 153.739 597.861 26.5347 internal_count=8577 4430 247 4183 240 159 4147 2785 1991 1362 1308 293 3943 861 794 305 489 1015 167 1598 3082 393 is_linear=0 shrinkage=0.05 Tree=149 num_leaves=8 num_cat=0 split_feature=0 0 2 2 0 6 3 split_gain=1.76349 1.90445 1.38013 8.13526 3.04058 2.43109 1.22491 threshold=701.50000000000011 683.50000000000011 3.4500000000000006 3.3500000000000001 664.50000000000011 1.5000000000000002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 left_child=1 2 3 5 6 -1 -4 right_child=-2 -3 4 -5 -6 -7 -8 leaf_value=0.0020048012954432056 0.019677717533494773 -0.018575745668115266 0.014246342595504842 -0.041950456330890742 0.029447511789513239 -0.0069212529150122814 -0.00056290289942361057 leaf_weight=161.56828484684229 9.1064387261867505 14.733141660690306 13.176163613796232 12.449940361082552 7.6623369157314292 141.9654960334301 868.53345676977187 leaf_count=785 51 66 65 66 37 644 6914 internal_value=-0.00109626 -0.0012714 -0.00104052 -0.00387343 -2.51807e-05 -0.0021626 -0.000320042 internal_weight=1229.2 1220.09 1205.36 315.984 889.372 303.534 881.71 internal_count=8628 8577 8511 1495 7016 1429 6979 is_linear=0 shrinkage=0.05 Tree=150 num_leaves=16 num_cat=0 split_feature=1 1 0 0 0 2 0 0 2 5 0 0 2 2 5 split_gain=2.72786 1.12815 1.91252 3.36136 3.20443 3.05508 2.84597 2.41215 1.53327 5.75391 5.16556 3.26474 2.04223 1.60415 1.22474 threshold=7.5000000000000009 4.5000000000000009 530.50000000000011 555.50000000000011 574.50000000000011 8.2500000000000018 551.50000000000011 514.50000000000011 5.9500000000000011 3.5000000000000004 619.50000000000011 602.50000000000011 6.0500000000000007 9.8500000000000032 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 5 6 -5 14 -4 -7 9 10 -1 -11 -10 -14 -3 right_child=-2 2 3 4 -6 7 -8 -9 12 11 -12 -13 13 -15 -16 leaf_value=-0.011826577660045948 0.027892001619891828 0.03103938973649098 -0.0046430847984947664 0.009757698105426104 -7.2006911731294548e-05 -0.029546564659491126 -0.029244130774715854 0.013497874004433806 -0.029883125054951699 0.012214669379097355 0.018732953471873901 -0.017783329999505857 -0.0059541067875984116 0.0054442018790020665 0.0053548918778922368 leaf_weight=91.336128752678633 7.5948830321431151 14.34724022075534 55.562476269900799 95.645660825073719 576.51754819601774 5.5496563026681525 14.371517285704611 5.4401169195771217 7.1201785318553439 91.428299152292311 15.234402179718016 9.0478535890579206 197.13374959491193 35.301464459858835 8.0974726285785419 leaf_count=557 37 149 463 619 2673 100 111 56 61 736 63 40 2216 640 109 internal_value=-0.00017048 -0.000371621 0.000776267 0.000234563 0.0013317 0.0122985 -0.0101101 -0.00847322 -0.0023734 0.000756536 -0.00727804 0.00931546 -0.00509127 -0.00418565 0.02261 internal_weight=1229.73 1222.13 775.532 742.097 672.163 33.4345 69.934 10.9898 446.602 207.047 106.571 100.476 239.555 232.435 22.4447 internal_count=8630 8593 4280 3866 3292 414 574 156 4313 1396 620 776 2917 2856 258 is_linear=0 shrinkage=0.05 Tree=151 num_leaves=20 num_cat=0 split_feature=6 5 2 2 0 3 0 1 1 2 0 3 0 0 0 0 0 1 2 split_gain=1.00644 2.25735 5.3889 7.46257 6.81968 6.54388 4.96291 2.02504 2.568 3.16622 2.21617 2.02012 1.5217 1.09511 2.10407 1.06637 3.00545 2.95414 0.388045 threshold=1.5000000000000002 4.5000000000000009 5.9500000000000011 9.2500000000000018 563.50000000000011 5.5000000000000009 601.50000000000011 3.5000000000000004 5.5000000000000009 6.2500000000000009 650.50000000000011 5.5000000000000009 561.50000000000011 686.50000000000011 674.50000000000011 500.50000000000006 521.50000000000011 2.5000000000000004 6.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 7 4 12 5 -3 -6 11 10 -10 -9 18 -4 14 15 17 -17 -1 -2 right_child=1 2 3 -5 6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 leaf_value=0.019143614782298535 -0.0079029188009009186 0.064899124943093731 -0.024152987959903387 0.0315990924731233 -0.010399075028290893 0.00080168193748912761 0.026099877125567592 -0.0068641933957038275 -0.0023361694443517658 0.019848055400306666 -0.029225814550604624 0.03289951484208218 -0.0042480818664111259 -0.015944542351013401 0.025729707288685452 0.013463598888677248 0.00042684167433002798 -0.012673869057966103 0.0074552450577228709 leaf_weight=8.0202939482405764 6.6971631348133105 9.9066609553992766 24.240091599524021 9.0638493392616493 24.020836234092712 6.5632981210947028 13.794996231794356 202.56611476093531 127.85526382364333 17.36735849454999 11.048711806535719 6.0924219470471135 17.427442118525505 8.4647901952266675 7.6167085766792288 46.622971143573523 633.5825164578855 36.542425040155649 7.8048222716897726 leaf_count=224 38 83 292 117 132 59 60 1164 576 85 47 73 101 45 41 641 3912 872 64 internal_value=-0.000230865 -0.00200396 0.00443281 -0.00715033 0.0152815 0.0411504 0.0031161 -0.0038056 -0.00469913 0.000400271 -0.00817488 0.0110283 -0.0162396 0.000922976 0.00114622 0.000845885 0.00134621 -0.00654322 0 internal_weight=1225.3 484.449 105.017 50.7314 54.2858 16.47 37.8158 379.432 358.837 145.223 213.615 20.5944 41.6675 740.85 732.385 724.768 680.205 44.5627 14.502 internal_count=8626 2891 844 510 334 142 192 2047 1872 661 1211 175 393 5735 5690 5649 4553 1096 102 is_linear=0 shrinkage=0.05 Tree=152 num_leaves=21 num_cat=0 split_feature=0 0 1 2 2 4 0 2 0 3 3 2 0 4 4 6 0 6 2 3 split_gain=0.974138 1.23308 1.90068 4.00757 1.46302 1.70395 1.24907 1.08312 3.41112 1.92908 2.56335 1.68849 1.28585 5.33897 2.46686 1.93805 1.4816 1.0392 1.45148 3.6629 threshold=607.50000000000011 614.50000000000011 4.5000000000000009 3.2500000000000004 3.8500000000000001 5.5000000000000009 626.50000000000011 3.2500000000000004 555.50000000000011 4.5000000000000009 5.5000000000000009 2.3500000000000001 599.50000000000011 3.5000000000000004 2.5000000000000004 1.5000000000000002 597.50000000000011 1.0000000180025095e-35 3.7500000000000004 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=7 17 3 -3 5 -4 -6 8 -1 11 -11 -10 14 -14 -9 -15 -16 -2 -19 -20 right_child=1 2 4 -5 6 -7 -8 12 9 10 -12 -13 13 15 16 -17 -18 18 19 -21 leaf_value=-0.026983225865926372 -0.021030129256576047 -0.0092507102532971546 0.0028847915033785149 0.027025665208435242 0.00056131324311945883 -0.013926475628190528 -0.010015992553114262 0.021312961978684541 0.019120386968868155 -0.013224052200671986 0.0081234025204971142 -0.00072255429035289432 -0.016267629887875831 0.0091258106613938215 0.0018120792853389769 0.032209621805532142 -0.013890814402390629 -0.014127043323481251 0.019012486766921282 -0.017317941017834678 leaf_weight=11.844442661851643 11.192751407623289 12.202362284064295 176.13152788579464 17.07571767270565 45.797111064195633 15.422423794865606 66.830438166856766 15.059655543416737 19.00157792121172 37.203633941709995 21.117349773645401 21.959830418229103 13.437572702765463 23.828994631767273 646.16989547759295 16.05344446003437 14.325761973857878 19.868374079465866 15.101924687623979 11.138088792562483 leaf_count=97 55 50 757 73 193 65 281 89 90 191 110 108 64 116 5953 74 77 86 66 52 internal_value=0.00086631 -0.00118633 0 0.0119353 -0.00119876 0.00144002 -0.00570391 0.0018274 -0.00273151 0.0003521 -0.00540346 0.00859953 0.0025321 0.00995958 0.00192462 0.0191004 0.00144345 -0.00789509 -0.0042217 0.00333814 internal_weight=1230.76 390.761 333.46 29.2781 304.182 191.554 112.628 840.002 111.127 99.2824 58.321 40.9614 728.875 53.32 675.555 39.8824 660.496 57.3011 46.1084 26.24 internal_count=8647 1678 1419 123 1296 822 474 6969 596 499 301 198 6373 254 6119 190 6030 259 204 118 is_linear=0 shrinkage=0.05 Tree=153 num_leaves=16 num_cat=0 split_feature=2 2 0 2 4 2 5 2 3 0 0 5 6 2 2 split_gain=1.26842 1.04564 2.72887 4.69473 3.49418 2.74951 1.86886 1.60264 1.4698 1.4441 1.27931 0.962214 2.73281 1.80307 0.917991 threshold=11.65 8.6500000000000004 528.50000000000011 9.4500000000000011 5.5000000000000009 9.8500000000000032 8.5000000000000018 10.550000000000002 5.5000000000000009 512.50000000000011 552.50000000000011 5.5000000000000009 3.5000000000000004 8.4500000000000011 6.8500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 9 5 -4 11 -5 -6 -3 14 13 -13 -1 -8 right_child=-2 2 4 7 8 -7 10 -9 -10 -11 -12 12 -14 -15 -16 leaf_value=-2.4099450508602253e-05 -0.018520859315617581 0.023416934482775598 0.011810489554812164 -0.025347742513353907 -0.014355745602228792 0.042266929205391879 0.0082912389770566364 -0.001403624221044469 0.013074249779165671 -0.005670197744036389 -0.03447333203885896 0.0059552178643910965 -0.025747796121837065 -0.020787928640238929 -0.018627821504750949 leaf_weight=945.48225378990173 7.8279622718691817 13.871493469923736 26.610624365508556 16.941487792879347 12.414693191647531 10.498461700975893 5.4540229849517328 12.407308334484695 6.5986385568976393 5.1664311438798896 5.3259146437048903 126.56704095657915 6.1529223620891562 9.5783645818009955 5.0873053381219506 leaf_count=5536 198 248 177 342 100 68 104 218 53 57 45 1145 38 99 117 internal_value=0.000349142 0.000490757 0.00524649 -0.00334736 0.0126722 0.0214411 3.15474e-05 -0.0157698 -0.00440863 0.0153848 -0.0164791 0.000291891 0.00426651 -0.000259097 -0.00475521 internal_weight=1215.98 1208.16 104.509 48.3867 56.1224 37.1091 1103.65 29.3488 19.0133 19.0379 15.8672 1087.78 132.72 955.061 10.5413 internal_count=8545 8347 1263 865 398 245 7084 560 153 305 266 6818 1183 5635 221 is_linear=0 shrinkage=0.05 Tree=154 num_leaves=24 num_cat=0 split_feature=6 5 0 2 4 2 0 0 0 5 0 0 2 1 2 5 0 2 1 2 4 2 6 split_gain=2.31931 2.54498 3.32297 2.28454 2.17983 3.11384 2.30521 2.29472 3.26619 2.21871 2.14086 5.2282 2.95848 2.06894 4.36742 2.0161 1.57872 1.53922 1.04126 3.8497 3.41552 3.20343 4.64286 threshold=1.0000000180025095e-35 7.5000000000000009 483.50000000000006 6.9500000000000011 5.5000000000000009 6.5500000000000007 572.50000000000011 526.50000000000011 540.50000000000011 5.5000000000000009 520.50000000000011 554.50000000000011 10.350000000000003 3.5000000000000004 5.1500000000000012 2.5000000000000004 517.50000000000011 4.2500000000000009 3.5000000000000004 10.450000000000001 6.5000000000000009 9.4500000000000011 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 left_child=1 4 -3 -4 7 6 -6 16 -9 -7 18 12 15 14 -13 -12 -1 -15 19 20 -2 22 -20 right_child=10 2 3 -5 5 9 -8 8 -10 -11 11 13 -14 17 -16 -17 -18 -19 21 -21 -22 -23 -24 leaf_value=0.0017538268034374635 0.0030705968535360249 -0.018529778508001186 0.00040268328669019549 0.040809024783992044 -0.011555792995117544 -0.01340909427015822 0.011183360224527159 -0.027277116278754933 -0.0019334624638375913 -0.040599560131163497 0.00023201024499667998 0.032727692054934858 -0.020794245333809649 0.0019736288578730077 -0.0059542153629927484 0.015074258310199908 0.031325629779950237 -0.0028035704366199824 0.010538614356228278 0.032502862929885953 -0.038343076383090015 -0.040333927326871286 -0.028978206292059851 leaf_weight=11.580748247914018 14.809958687052136 5.0475873546674874 6.0257204938679925 8.3517453111708146 26.381823271512985 29.090353954583406 17.699397474527359 12.770863633602856 179.21296040713787 10.664283859543501 29.61249004304409 13.434755593538286 6.2211147919297209 335.03355683386326 13.874746855348347 111.67821861058474 6.983997866511344 336.72617979720235 18.21332026086748 5.9370153192430726 6.2680795788764945 7.3315832316875449 11.08048417791724 leaf_count=214 279 134 77 119 265 366 95 123 1023 203 220 68 62 1537 89 964 73 1794 283 128 136 151 164 internal_value=0 -0.00369696 0.0133368 0.025327 -0.00487921 -0.0116619 -0.00226916 -0.0021125 -0.00377785 -0.0216429 0.00128114 0.00195344 0.0104738 0.000136008 0.0133824 0.0120222 0.0141667 -0.000414165 -0.00747668 0 -0.0101972 -0.0128539 -0.00470687 internal_weight=1224.03 313.809 19.4251 14.3775 294.384 83.8359 44.0812 210.549 191.984 39.7546 910.222 846.581 147.512 699.069 27.3095 141.291 18.5647 671.76 63.6404 27.0151 21.078 36.6254 29.2938 internal_count=8567 2692 330 196 2362 929 360 1433 1146 569 5875 4734 1246 3488 157 1184 287 3331 1141 543 415 598 447 is_linear=0 shrinkage=0.05 Tree=155 num_leaves=18 num_cat=0 split_feature=2 5 2 4 4 6 2 5 2 2 1 5 4 1 5 6 2 split_gain=2.27058 1.59306 1.84669 1.05191 1.24351 5.29143 1.72557 1.43851 1.24425 0.760972 3.25145 3.23393 1.6424 1.63889 0.716458 0.604865 0.0675586 threshold=9.3500000000000032 7.5000000000000009 10.850000000000003 7.5000000000000009 5.5000000000000009 3.5000000000000004 5.2500000000000009 5.5000000000000009 6.1500000000000012 10.950000000000001 3.5000000000000004 4.5000000000000009 5.5000000000000009 3.5000000000000004 3.5000000000000004 2.5000000000000004 7.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 9 -3 4 7 6 -6 15 -9 10 11 -2 -12 -11 -5 -1 -16 right_child=1 2 -4 14 5 -7 -8 8 -10 13 12 -13 -14 -15 16 -17 -18 leaf_value=0.0022908209387558316 0.040119555843442851 -0.0099377168625722767 0.026618754595437395 0 0.0017604319703432151 0.031717991523180618 -0.0066059028048185368 0.012803791497384082 0.0013762773797639024 -0.038438475604079883 -0.0056000810559500049 -0.0084214675208191276 -0.029411405791374169 -0.0035596569855649712 0.011686498108273671 -0.00125241353257549 0.026789984969823894 leaf_weight=632.06394843570888 5.2002015365287644 5.98929740116 5.7879581693559885 5.8856634255498674 104.58486324548721 10.402217030525206 145.30076560005546 56.707405196502805 42.828922055661678 6.2101240474730712 18.55066240858287 6.7812777990475297 12.386038288474081 7.4079205812886357 6.1323357326909882 146.1027680914849 5.0706277377903461 leaf_count=3553 76 121 113 57 640 61 1525 394 445 152 164 136 161 109 74 735 81 internal_value=0.00112088 -0.00765817 0.00831394 0.00165059 0.00145416 -0.00156501 -0.00309134 0.00235597 0.00799904 -0.0111589 -0.00739939 0.0137288 -0.0159123 -0.0213486 0.0136513 0.0016184 0.0205675 internal_weight=1223.39 68.3135 11.7773 1155.08 1137.99 260.288 249.886 877.703 99.5363 56.5362 42.9182 11.9815 30.9367 13.618 17.0886 778.167 11.203 internal_count=8597 1032 234 7565 7353 2226 2165 5127 839 798 537 212 325 261 212 4288 155 is_linear=0 shrinkage=0.05 Tree=156 num_leaves=14 num_cat=0 split_feature=0 2 0 2 2 0 2 5 2 2 5 2 5 split_gain=1.50158 2.06069 1.87494 2.34513 3.0888 3.27824 2.56393 2.17211 1.28684 1.92834 1.65472 1.30931 1.24418 threshold=640.50000000000011 1.0000000180025095e-35 646.50000000000011 3.9500000000000006 2.1500000000000008 657.50000000000011 4.9500000000000011 1.5000000000000002 0.75000000000000011 1.5500000000000003 2.5000000000000004 2.3500000000000001 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 12 4 7 -6 -5 -4 -3 10 -10 -11 -2 right_child=2 8 3 6 5 -7 -8 -9 9 11 -12 -13 -14 leaf_value=0.019585450541719843 -0.0045176076926454469 -0.014585701354314314 -0.004476560166641109 0.02486936636182379 -0.036511271025743114 -0.0040519137390113051 -0.0038733704421986719 0.01690508041824797 0.025168235961593 -0.0074677348718623126 0 0.00071266818250187219 -0.024960035845942027 leaf_weight=13.273202389478682 15.754014611244203 13.023666575551031 43.557659313082695 14.261928737163545 12.827298074960707 19.366179630160332 14.798995852470396 15.152728416025637 13.701327778398992 50.465380765497684 12.456888094544409 968.3349101645872 15.607118681073187 leaf_count=58 64 59 204 61 52 86 62 72 58 250 57 7442 64 internal_value=4.15021e-05 0.000705429 -0.00459948 -0.00165682 -0.00564477 -0.0178461 0.0104241 0.00114885 0.000445573 0.000651458 0.0138048 0.000295631 -0.0153024 internal_weight=1222.58 1071.26 151.326 119.965 90.9039 32.1935 29.0609 58.7104 1057.98 1044.96 26.1582 1018.8 31.3611 internal_count=8589 7924 665 537 414 138 123 276 7866 7807 115 7692 128 is_linear=0 shrinkage=0.05 Tree=157 num_leaves=11 num_cat=0 split_feature=0 0 4 0 0 1 0 5 6 0 split_gain=1.47382 1.19224 1.20759 3.09738 1.40055 1.49007 1.3851 1.30178 0.942583 0.220705 threshold=672.50000000000011 665.50000000000011 2.5000000000000004 597.50000000000011 643.50000000000011 6.5000000000000009 617.50000000000011 1.0000000180025095e-35 1.5000000000000002 689.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 7 -6 -5 -4 -2 -10 right_child=8 -3 4 6 5 -7 -8 -9 9 -11 leaf_value=0.0099375183928105144 0.01809177037926521 -0.014982571936487783 -0.0084862784671930064 -0.02921152804645389 0.0030654990953007336 0.02141447712153545 -0.0083107819194851787 -3.4885633101658997e-05 -0.002532559159658998 0.006713117000962914 leaf_weight=17.196751028299332 16.283550158143044 13.069498926401137 46.785891214385629 11.235977679491041 57.594725623726845 13.150121867656706 29.601054266095161 1007.9722181297839 10.835232377052309 12.234496980905531 leaf_count=99 89 56 231 52 237 56 122 7570 51 61 internal_value=-0.000184516 -0.000505008 -0.000328401 -0.00729954 3.27709e-05 0.00679686 -0.0147417 -0.000422183 0.00920771 0.00223813 internal_weight=1235.96 1196.61 1183.54 58.0338 1125.5 70.7448 40.837 1054.76 39.3533 23.0697 internal_count=8624 8423 8367 273 8094 293 174 7801 201 112 is_linear=0 shrinkage=0.05 Tree=158 num_leaves=16 num_cat=0 split_feature=0 0 0 0 3 2 0 2 2 6 5 0 0 5 3 split_gain=1.68864 1.62497 1.2796 2.50742 2.27524 2.23671 4.48235 2.86116 1.72461 1.49128 1.45382 1.36015 1.26079 1.25705 0.935697 threshold=672.50000000000011 682.50000000000011 510.50000000000006 516.50000000000011 6.5000000000000009 9.3500000000000032 476.50000000000006 8.9500000000000011 10.250000000000002 1.0000000180025095e-35 3.5000000000000004 521.50000000000011 523.50000000000011 1.0000000180025095e-35 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 10 5 7 -7 -1 9 -6 -4 14 -13 -3 -5 right_child=1 13 3 11 8 6 -8 -9 -10 -11 -12 12 -14 -15 -16 leaf_value=0.0098016840925427492 0.024764392081649655 0.011680829012729745 0.00087462711629262939 0.019628505683138595 -0.036360329700235151 0.024013941910105786 -0.023506034551185422 0.044782327645170254 0.010918495047875943 -0.0023663353110280408 -0.029423280103523533 -0.016922786577210799 -0.0011709747448196215 -0.010086379280931019 -0.00013849549672619965 leaf_weight=33.706091658212245 11.290121771395205 14.275397665798666 5.2627698406577137 12.16374869272113 5.7500598561018723 7.3847168665379312 11.094308869913219 6.5424241367727509 6.044484579935669 7.1231937957927585 11.451608844101427 11.919560376554726 1071.2529607135803 10.608968056738375 10.048207093030213 leaf_count=623 62 72 67 130 174 181 236 93 164 189 169 127 6203 53 124 internal_value=-0.000647005 0.00983724 -0.000975217 -0.00140972 0.0051785 0.0100457 -0.00400118 0.0165568 -0.00942584 -0.0194372 -0.0200904 -0.00110483 -0.00136437 0.00217648 0.0108502 internal_weight=1235.92 36.1745 1199.74 1122.1 77.6453 58.7275 18.479 40.2485 18.9177 12.8733 16.7144 1105.38 1083.17 24.8844 22.212 internal_count=8667 187 8480 6820 1660 1133 417 716 527 363 236 6584 6330 125 254 is_linear=0 shrinkage=0.05 Tree=159 num_leaves=24 num_cat=0 split_feature=0 6 3 2 2 2 2 2 5 0 0 2 6 3 5 3 2 2 2 5 0 0 5 split_gain=1.47917 2.3245 5.48367 2.78416 3.06735 2.2246 3.59431 1.9254 3.65692 3.3276 7.65633 1.74012 1.73768 1.67428 1.67299 5.18752 4.91336 2.57578 1.53921 1.40814 1.33511 3.11055 1.55286 threshold=569.50000000000011 1.0000000180025095e-35 4.5000000000000009 2.3500000000000001 4.3500000000000005 7.0500000000000007 4.8500000000000005 9.4500000000000011 2.5000000000000004 516.50000000000011 539.50000000000011 10.15 3.5000000000000004 4.5000000000000009 3.5000000000000004 5.5000000000000009 4.2500000000000009 3.8500000000000001 3.0500000000000003 4.5000000000000009 621.50000000000011 612.50000000000011 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 6 -4 12 -9 11 -11 -10 13 18 20 17 -17 -16 -1 -15 21 -3 -22 right_child=1 14 5 4 -6 -7 -8 8 9 10 -12 -13 -14 19 15 16 -18 -19 -20 -21 22 -23 -24 leaf_value=-0.012175423453856892 0.019627133525230062 0.0024153332501545867 -0.021448956985550702 -0.013774611098025436 0.0068336716521470277 -0.038447980627570266 0.0012011279612426705 -0.040133833408906056 -0.032630899801566353 0.041383144759171854 -0.016134009991645552 -0.0041465105343747857 -0.013381262578645012 0.00581771054733004 0.0010953929772575318 -0.010743145789702467 0.031066777477427261 -0.013274203360705861 0.011757227112296331 -0.0011999849844354809 0.0032868507568645021 -0.012099205088281518 0.015495620504864655 leaf_weight=6.2265258133411399 17.758192420005798 198.66375795006752 41.05404956638813 30.522111341357231 41.062094286084175 8.7369836270809156 29.158003591001034 5.8682454628869882 6.8967946916818645 10.743879996240141 10.453417606651781 19.525338883511722 12.814249150454996 154.97452787403017 48.589815676212311 10.457435615360739 17.479814268648624 82.457033202052116 94.898569313809276 129.62599688768387 169.27690854668617 44.266173511743546 30.493753999471664 leaf_count=41 79 995 216 142 205 54 172 77 177 112 78 458 95 1452 226 52 98 429 760 1627 728 187 126 internal_value=0.000518493 -0.00080934 -0.00598823 0.00245071 -0.00195313 -0.0155119 -0.0120877 0.00278813 -0.00600554 -0.000958031 0.0133444 -0.0126827 0.00399291 0.00461614 0.000638433 -0.00373466 0.0154133 -0.0079404 0.0101299 0.00261087 0.00222506 -0.000247736 0.00524325 internal_weight=1222 769.976 168.291 89.3424 71.5842 78.949 70.2121 452.028 53.4877 47.6194 21.1973 26.4221 398.54 385.726 601.685 158.984 27.9372 131.047 101.125 284.601 442.701 242.93 199.771 internal_count=8586 3709 868 426 347 442 388 4877 902 825 190 635 3975 3880 2841 805 150 655 801 3079 2036 1182 854 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=18 num_cat=0 split_feature=2 5 0 5 2 2 0 2 2 0 0 0 2 0 0 5 6 split_gain=2.41872 1.44121 2.44847 2.65212 3.00831 2.12274 0.89346 4.10945 2.24826 3.13096 1.43334 2.45792 2.96428 2.05184 4.01116 1.69856 1.65644 threshold=8.5500000000000025 1.5000000000000002 594.50000000000011 3.5000000000000004 10.65 10.350000000000003 523.50000000000011 8.2500000000000018 4.3500000000000005 520.50000000000011 564.50000000000011 570.50000000000011 7.0500000000000007 560.50000000000011 558.50000000000011 2.5000000000000004 1.0000000180025095e-35 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 -3 -5 7 8 -1 -10 13 12 -12 14 -8 -15 -13 right_child=1 2 -4 5 -6 -7 10 -9 9 -11 11 16 -14 15 -16 -17 -18 leaf_value=-0.020992331315207023 0.026640060964215104 -0.016276535491773766 0.0356578639044405 0.013205155880612832 0.022833646952742453 -0.0042808702913279409 -0.0047331572781733446 -0.031395297379948617 0.0054531165946783431 0.034482854632634972 0.0044509225923385631 -0.0055101397919140897 0.034903296529617517 0.001211639398800291 0.021745324995509758 -0.024104483733502418 0.00025948183365187756 leaf_weight=5.0985086150467387 7.5009573213756076 25.327716301195327 5.2100293189287177 56.513590402901173 5.037346144206821 23.748933749273419 191.0253468900919 6.2596418233588329 54.338518030010164 10.53670112788677 49.854315347969532 156.3784140124917 8.7625722438096982 8.8188443556427973 14.420701265335081 21.036448415368795 586.78312279284 leaf_count=66 55 257 23 741 66 448 1631 132 923 110 285 803 55 63 111 172 2758 internal_value=-4.92825e-05 0.00656081 0.00500092 0.00320583 -0.00910788 0.00798066 -0.0007913 0.0043847 0.00805318 0.0106958 -0.00118045 -0.000165131 0.00959618 -0.00460361 -0.00275403 -0.0166675 -0.000953634 internal_weight=1236.65 123.339 115.838 110.628 30.3651 80.2625 1113.31 76.2334 69.9737 64.8752 1037.08 801.778 58.6169 235.301 205.446 29.8553 743.162 internal_count=8699 1590 1535 1512 323 1189 7109 1231 1099 1033 5878 3901 340 1977 1742 235 3561 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=21 num_cat=0 split_feature=2 2 0 0 2 2 4 1 0 2 1 1 4 2 1 3 3 4 3 1 split_gain=1.57984 1.98521 3.1704 3.3443 1.66421 1.57248 3.96824 1.49874 2.01248 1.36535 2.68666 1.92466 1.85983 1.88888 1.83444 1.34486 1.25512 1.4298 0.870149 0.60776 threshold=9.4500000000000011 8.5500000000000025 556.50000000000011 580.50000000000011 9.8500000000000032 8.2500000000000018 5.5000000000000009 6.5000000000000009 639.50000000000011 10.350000000000003 4.5000000000000009 3.5000000000000004 5.5000000000000009 11.15 4.5000000000000009 6.5000000000000009 6.5000000000000009 6.5000000000000009 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 left_child=1 5 16 -4 18 7 19 15 -9 10 11 -6 14 -14 -11 -1 17 -3 -2 -7 right_child=4 2 3 -5 9 6 -8 8 -10 12 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.0011491971418392112 -0.0079736194005261534 0.014043640852989817 -0.029088792950891597 0.012171356202245527 0 -0.0064003598368416919 -0.041346855817844939 0.015537812219853689 -0.00075594017071246638 -0.037289757857452754 -0.017485595808620132 0.041566684342838403 -0.015699593213508136 0.015027909800180024 0 0.0070311968053382475 -0.0020457111543920568 0.040274830871343953 -0.035166351160514135 0.014512844805165931 leaf_weight=961.33615002036095 7.0046936469152552 26.197334744036198 8.5917221456766146 9.0260982438921911 5.3290633941069263 6.1297302860766667 7.124396499246358 33.287749290466309 40.94640801846981 7.7253738734871167 5.6511098183691493 5.1152566727250814 8.2146421186625975 9.89907483384013 5.2237298153340816 51.898587591946125 6.7391081452369681 6.8425423316657534 6.6137176183983684 5.5782217383384705 leaf_count=5968 78 277 62 45 91 78 118 148 188 129 50 67 146 217 47 518 117 94 115 44 internal_value=-0.000408492 8.46541e-07 0.00899012 -0.00816317 -0.00820023 -0.000468715 -0.014425 -0.000209401 0.00659338 -0.00342641 0.00791558 0.0224233 -0.00952287 0.000738955 -0.0232599 -0.000718742 0.0167237 0.0206466 -0.0230239 0.00352817 internal_weight=1224.47 1163.7 57.3968 17.6178 60.7767 1106.3 18.8323 1087.47 74.2342 47.1583 16.0954 10.4443 31.0628 18.1137 12.9491 1013.23 39.779 33.0399 13.6184 11.708 internal_count=8597 7657 595 107 940 7062 240 6822 336 747 208 158 539 363 176 6486 488 371 193 122 is_linear=0 shrinkage=0.05 Tree=162 num_leaves=9 num_cat=0 split_feature=0 0 0 2 2 2 5 0 split_gain=1.4525 1.89973 1.41166 2.74887 4.80972 1.58052 3.88901 2.3537 threshold=707.50000000000011 692.50000000000011 560.50000000000011 2.9500000000000006 4.4500000000000011 7.8500000000000005 4.5000000000000009 564.50000000000011 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 7 -7 -4 right_child=-2 -3 5 4 -6 6 -8 -9 leaf_value=-0.019838022041973619 0.021045170178594919 -0.02299852370632793 -0.015229763525461681 0.020972792385656865 0.001655143425206469 -0.00094912108419763046 0.030009635459672498 -0.00090662740519195325 leaf_weight=11.927417069673536 7.2901799231767646 7.8790932446718207 28.874569978564978 34.909945284947753 325.54593879822642 35.174475528299809 13.062058344483374 771.9503957927227 leaf_count=96 42 38 228 286 3979 200 81 3738 internal_value=0.000185294 4.05214e-05 0.00021192 0.00277773 0.00359273 -0.000909461 0.00777194 -0.00144765 internal_weight=1236.61 1229.32 1221.44 372.383 360.456 849.061 48.2365 800.825 internal_count=8688 8646 8608 4361 4265 4247 281 3966 is_linear=0 shrinkage=0.05 Tree=163 num_leaves=18 num_cat=0 split_feature=0 0 5 6 6 0 0 0 3 0 0 3 0 3 4 1 0 split_gain=2.34562 2.71045 1.76684 2.77673 1.98457 1.27348 1.29716 2.18355 1.22881 1.21004 1.12669 3.45069 2.22865 1.6346 3.85745 1.38248 0.646342 threshold=598.50000000000011 597.50000000000011 3.5000000000000004 1.5000000000000002 2.5000000000000004 698.50000000000011 659.50000000000011 667.50000000000011 4.5000000000000009 622.50000000000011 537.50000000000011 3.5000000000000004 495.50000000000006 3.5000000000000004 4.5000000000000009 3.5000000000000004 616.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 5 8 -5 6 9 -8 16 -2 11 -1 -13 14 -12 -15 -4 right_child=2 -3 3 4 -6 -7 7 -9 -10 -11 13 12 -14 15 -16 -17 -18 leaf_value=0.029336346278937067 -0.0010327864536444891 -0.024861473688447291 -0.0011028379498467357 0.02800660445598202 0.0053099654571968202 0.017343712321578577 -0.019899308923537761 0.0012461163834846609 -0.0086681068589579326 0.0050616250864566085 0.0078954509394783007 0.0041978217802613269 -0.0083887574348730232 0.0089845600028631793 -0.01931814322559602 0.00015063805288836914 0.013891348332261239 leaf_weight=6.3638247214257708 149.62447377294302 11.140331968665121 11.368599265813829 23.534909069538116 17.813259974122047 11.461256004869936 17.790036112070084 33.43193981051445 18.71167303621769 174.13655476272106 21.032524012029171 44.552953813225031 150.32689639180899 48.248733401298523 30.720455959439278 453.35184353217483 15.69546417891979 leaf_count=59 672 59 52 103 78 64 77 162 91 714 117 1133 1785 330 195 2942 65 internal_value=0.00030119 -0.00140455 0.00306698 0.00946913 0.018703 0.00159 0.00105034 -0.00624263 0.000799967 0.00223522 -0.00101919 -0.0042137 -0.00547898 0.000139076 -0.00822368 0.0010265 0.00759982 internal_weight=1239.31 765.738 473.568 87.1239 41.3482 386.444 374.983 51.222 45.7757 323.761 754.597 201.244 194.88 553.354 51.753 501.601 27.0641 internal_count=8698 6620 2078 389 181 1689 1625 239 208 1386 6561 2977 2918 3584 312 3272 117 is_linear=0 shrinkage=0.05 Tree=164 num_leaves=12 num_cat=0 split_feature=0 2 0 5 3 4 0 0 4 0 0 split_gain=1.43822 1.92477 1.25643 2.85629 1.26355 2.04831 3.00682 1.92374 1.37551 4.07675 1.43899 threshold=468.50000000000006 9.7500000000000018 683.50000000000011 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 565.50000000000011 671.50000000000011 6.5000000000000009 543.50000000000011 546.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 -4 5 7 -7 -2 10 -10 -6 right_child=2 -3 3 -5 8 6 -8 -9 9 -11 -12 leaf_value=0.034299230982177693 4.6106864563760585e-05 -0.0019181146086042833 0.0024815049012633832 -0.030939567769596027 -0.0052204647541306201 -0.0030539981700541089 0.027571532907445337 0.018075404541075084 0.0020513608720470556 -0.021987751808994493 0.00038768133837238411 leaf_weight=5.9078400833532196 490.24663793481886 7.0948154283687472 14.414717778563501 9.9695731773972494 153.72727677039802 13.928377864882352 16.552990607917309 14.275531888008116 39.360228270292282 30.254398908466101 433.18498448655009 leaf_count=206 2555 238 73 49 1929 142 85 76 585 216 2467 internal_value=-0.000464621 0.0154547 -0.000651527 -0.0116664 -0.000412325 0.00138457 0.013766 0.000600886 -0.0018841 -0.00848862 -0.00107911 internal_weight=1228.92 13.0027 1215.91 24.3843 1191.53 535.004 30.4814 504.522 656.527 69.6146 586.912 internal_count=8621 444 8177 122 8055 2858 227 2631 5197 801 4396 is_linear=0 shrinkage=0.05 Tree=165 num_leaves=16 num_cat=0 split_feature=2 6 4 3 0 2 2 4 2 2 3 1 2 0 0 split_gain=2.6311 1.47036 4.19118 2.63022 2.78691 2.73557 1.87119 2.59841 4.93071 1.51527 3.26824 1.98987 1.28828 1.08044 0.718255 threshold=10.850000000000003 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 521.50000000000011 4.6500000000000012 9.2500000000000018 5.5000000000000009 9.4500000000000011 8.7500000000000018 4.5000000000000009 3.5000000000000004 11.850000000000003 516.50000000000011 501.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -4 9 8 -8 11 -11 -3 14 -9 -2 right_child=12 6 3 4 -6 -7 7 13 -10 10 -12 -13 -14 -15 -16 leaf_value=-0.023711644859387593 0.0091026742617894615 0.0077197874470504944 0.018114300840695621 0.012596873355696724 -0.0025605645132043709 0.0026647826711853236 0.055835793066820877 -0.017293707882974404 0.003869305606994583 -0.04071185185999792 0 -0.0016056311358314428 -0.0010076234682061371 0.0069393052307019079 0.034601773084227648 leaf_weight=12.78812565654516 6.1402343874797252 60.56723924446851 56.33302902802825 37.434605093672872 142.1587046161294 59.845328856259584 6.0983247291296747 7.5367686180397895 13.920543994754551 6.6133777387440231 13.630877013318239 787.38077754341066 5.9213109957054249 8.778858467936514 8.4289345964789373 leaf_count=65 127 596 279 725 1083 417 44 159 137 51 154 4483 165 70 79 internal_value=0.000536171 0.000224585 0.00320241 0.0044589 0.000623438 0.0102893 -0.000788128 0.0101595 0.021841 -0.00126321 -0.0144701 -0.000925337 0.0178814 -0.00431829 0.0254511 internal_weight=1233.58 1213.09 308.56 295.772 179.593 116.178 904.527 36.3345 20.0189 868.192 20.2443 847.948 20.4905 16.3156 14.5692 internal_count=8634 8263 2569 2504 1808 696 5694 410 181 5284 205 5079 371 229 206 is_linear=0 shrinkage=0.05 Tree=166 num_leaves=12 num_cat=0 split_feature=0 6 0 4 1 5 4 1 2 2 2 split_gain=0.988535 3.65438 3.42109 3.14123 4.34559 2.10515 3.56018 1.15395 1.03132 0.684388 0.514859 threshold=492.50000000000006 1.5000000000000002 496.50000000000006 7.5000000000000009 2.5000000000000004 8.5000000000000018 5.5000000000000009 2.5000000000000004 4.3500000000000005 7.6500000000000012 6.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 -1 7 -7 10 -9 -6 -4 right_child=2 -3 5 -5 9 6 -8 8 -10 -11 -12 leaf_value=0.016575114452481009 0.032540856902327685 0.026331296617443292 -0.0013108177705253689 0.018926043692403582 -0.010061286409485629 0.004235949110758367 -0.041072978329152438 -0.00034535791118420883 0.0026711799716373566 -0.035219559072368192 -0.02379497246849779 leaf_weight=5.4832532200962332 7.6708362009376279 5.9030224392190567 5.2131513953208906 5.2266838774085036 5.111761660315099 8.8509855940937978 6.9030532762408248 482.73746897652745 675.26314143277705 16.71410321071744 5.5040723234415054 leaf_count=165 131 136 47 134 146 114 108 2374 4768 449 67 internal_value=0.00096821 -0.006803 0.00122846 -0.0135696 -0.0204144 0.000994183 -0.0165855 0.0012494 0.00141014 -0.0302453 -0.0143301 internal_weight=1230.58 38.4388 1192.14 32.5358 27.3091 1184.47 15.754 1168.72 1158 21.8259 10.7172 internal_count=8639 1030 7609 894 760 7478 222 7256 7142 595 114 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=19 num_cat=0 split_feature=4 2 2 6 5 2 2 2 2 3 3 2 6 4 5 3 6 2 split_gain=1.1516 2.18346 3.00366 3.47123 2.78749 1.93615 1.57612 0.983589 0.524296 3.12907 2.49547 2.00128 3.63877 2.62102 1.48966 1.92868 1.33391 0.223203 threshold=3.5000000000000004 5.8500000000000005 8.4500000000000011 1.0000000180025095e-35 4.5000000000000009 0.65000000000000002 6.5500000000000007 2.0500000000000003 5.7500000000000009 2.5000000000000004 2.5000000000000004 4.7500000000000009 2.5000000000000004 4.5000000000000009 3.5000000000000004 5.5000000000000009 2.5000000000000004 4.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 -1 -5 -7 9 -2 -10 13 -13 -11 16 -16 -12 -6 right_child=8 2 -4 6 17 7 -8 -9 10 11 14 12 -14 -15 15 -17 -18 -19 leaf_value=-0.01171261202431241 -0.021182303925420184 0.0065001204029276859 0.014168358836939661 -0.035084675447345594 -0.021972268235727895 0.012467883852077203 -0.013506220649233198 0.0019836132548250742 0.033670050313906463 0.0073931236442566347 0.0032204733648536787 -0.0077902307000856062 0.016841209789846209 -0.00096092062115958339 -0.0045241141639232665 0.004382279416455216 0.015006527554964705 -0.0091752146231588692 leaf_weight=21.590980738401413 16.103618159890175 12.681994887068866 9.0842307396233064 15.625718005001543 11.244468886405231 26.932708367705345 24.230187032371759 125.06247316300869 5.2263936921954146 155.11930996924639 156.58136877045035 117.79445700161159 16.106028251349926 232.91738372668624 144.64825706928968 103.04954633954912 28.092547295615077 10.721591740846632 leaf_count=107 75 84 65 88 60 117 135 588 26 752 1216 820 95 1300 1352 1534 173 69 internal_value=0.000117859 -0.0028474 -0.0109747 -0.015599 -0.000218086 0.0019115 -0.0227402 0.0039434 0.000906724 -0.000130251 0.00219051 0.000548982 -0.00468753 0.00237621 0.00172164 -0.000795967 0.00511146 -0.0166153 internal_weight=1232.81 257.174 61.6221 52.5379 195.552 173.586 39.8559 151.995 975.639 538.041 437.598 521.937 133.9 388.037 432.372 247.698 184.674 21.9661 internal_count=8656 1313 372 307 941 812 223 705 7343 3042 4301 2967 915 2052 4275 2886 1389 129 is_linear=0 shrinkage=0.05 Tree=168 num_leaves=20 num_cat=0 split_feature=2 2 6 1 2 2 2 4 2 3 2 2 5 6 4 2 5 2 6 split_gain=0.834125 2.50195 2.19404 1.15639 1.74735 1.96211 1.99741 1.8789 1.7723 1.42554 1.18468 2.68238 2.0759 1.05225 4.46832 1.35998 0.548558 0.169405 0.16613 threshold=1.0500000000000003 0.15000000000000005 1.5000000000000002 3.5000000000000004 5.9500000000000011 8.5500000000000025 9.8500000000000032 5.5000000000000009 4.2500000000000009 4.5000000000000009 7.9500000000000011 8.0500000000000025 4.5000000000000009 3.5000000000000004 3.5000000000000004 1.6500000000000001 3.5000000000000004 0.65000000000000002 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=1 2 -1 4 7 9 -7 8 -2 -6 13 -12 -13 15 -15 -5 -9 -3 -4 right_child=3 17 18 10 5 6 -8 16 -10 -11 11 12 -14 14 -16 -17 -18 -19 -20 leaf_value=0.017192210203124558 -0.01934048338797395 -0.01816183150673217 -0.0102863873853995 0.010268272311052025 -2.7454797245896448e-05 0.011125501853203051 -0.011192032083788508 0.0021476983985277195 0.0062685749054406494 -0.020111595003340671 0.028920958711893426 -0.002888711034661946 0.010850225786566525 0.017612199648485743 -0.015645671927674822 6.6092373830758119e-06 0.023101663246533035 -0.009364157529071172 -0.0011701114704947022 leaf_weight=16.016559801995754 10.50411704182625 19.254786349833012 11.636957213282587 32.657928965985775 12.338078767061232 19.154585899785161 18.949164853431284 5.3483338113874188 15.150493189692495 35.340060978196561 9.9579782709479314 64.425126362591982 46.102817037142813 12.66022429615259 37.463235083967447 817.69570986460894 10.555044982582329 18.254450745880604 11.053560897707937 leaf_count=78 63 90 54 144 109 296 401 42 110 530 80 575 571 58 193 4979 108 83 52 internal_value=-0.000274847 -0.00530595 0.00348703 5.90586e-05 -0.00440973 -0.00847256 0 0.0038611 -0.00436152 -0.0151243 0.000625091 0.00525985 0.00284307 0 -0.00696738 0.000418181 0.0168946 -0.0143645 -0.00629335 internal_weight=1224.52 76.2163 38.7071 1148.3 127.34 85.7819 38.1038 41.558 25.6546 47.6781 1020.96 120.486 110.528 900.477 50.1235 850.354 15.9034 37.5092 22.6905 internal_count=8616 357 184 8259 1659 1336 697 323 173 639 6600 1226 1146 5374 251 5123 150 173 106 is_linear=0 shrinkage=0.05 Tree=169 num_leaves=13 num_cat=0 split_feature=0 0 2 0 4 2 0 2 2 2 2 0 split_gain=2.09855 1.60538 1.57074 1.45926 1.834 1.79848 1.25825 1.06923 1.52163 0.72134 0.499261 0.27694 threshold=667.50000000000011 683.50000000000011 1.4500000000000002 648.50000000000011 4.5000000000000009 1.6500000000000001 464.50000000000006 11.050000000000002 9.8500000000000032 2.0500000000000003 3.5500000000000003 502.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 9 -3 6 5 -5 -1 8 -8 -2 -7 -9 right_child=1 2 -4 4 -6 10 7 11 -10 -11 -12 -13 leaf_value=-0.01574745129318976 0.0092249367645841265 0.013977753625470227 -0.011113368530517939 -0.028282736407848258 0.0063918773254079912 -2.4870478331950381e-05 0.00085700175024814272 -0.020915832804320997 0.011949940275187483 0.028651266349669122 -0.012011508378347659 -0.0042955849568393706 leaf_weight=10.285622758790849 11.374356821179392 11.516533583402635 11.355713143944739 11.674015283584593 17.895995110273361 19.308196485042572 1065.8572363555431 5.4381262268871051 30.950430681928992 11.922211289405821 16.170120716094971 6.7617440745234489 leaf_count=391 59 64 51 50 74 80 7184 118 366 58 66 82 internal_value=0.000826623 0.0111733 0.00136725 0.000409979 -0.0068044 -0.0119454 0.000839409 0.0010118 0.00118518 0.0201424 -0.00580466 -0.0131062 internal_weight=1230.51 46.1688 22.8722 1184.34 65.0483 47.1523 1119.29 1109.01 1096.81 23.2966 35.4783 12.1999 internal_count=8643 232 115 8411 270 196 8141 7750 7550 117 146 200 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=16 num_cat=0 split_feature=0 3 0 0 4 5 5 0 0 0 5 6 3 5 0 split_gain=1.33508 0.999585 2.80067 2.67537 1.14419 3.67785 2.10332 0.888553 3.46962 2.12217 2.59646 1.01006 0.867974 0.846737 0.789425 threshold=696.50000000000011 3.5000000000000004 575.50000000000011 538.50000000000011 4.5000000000000009 3.5000000000000004 3.5000000000000004 594.50000000000011 581.50000000000011 606.50000000000011 1.5000000000000002 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 566.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 -6 -4 8 13 10 -9 -11 -10 -3 -5 right_child=-2 7 4 14 5 -7 -8 9 12 11 -12 -13 -14 -15 -16 leaf_value=0.0068366897225567436 0.014218731842118821 0.01282345381140902 -0.0018498536100564152 -0.033564905930172834 0 -0.030161343513638434 0.017316117886897783 -0.024425474990065903 0.0018143850124306756 -0.0011473759577440661 -0.0044788824831396793 0.0098936634198762054 0.011092607821738373 -0.0014596938563075697 -0.011541399590765224 leaf_weight=7.3726083189249065 13.189837053418158 9.5259216967970115 81.788011468946934 14.444303393363954 39.143681056797504 12.519844800233839 16.258315950632095 20.061964452266693 39.017665900290012 249.31495958566666 80.124984830617905 21.561543241143227 81.176771000027657 540.19468418508768 8.7014082595705968 leaf_count=66 73 63 354 107 180 65 73 98 201 1073 396 91 434 5390 51 internal_value=-0.00100585 -0.00118587 -0.00461713 -0.0181835 -0.00171615 -0.00767784 0.00142056 -0.000583145 0.000498069 -0.00254469 -0.00872442 -0.00021697 0.00816178 -0.00118027 -0.0263133 internal_weight=1234.4 1221.21 180.228 30.5183 149.71 51.6635 98.0463 1040.98 669.915 371.063 100.187 270.877 120.194 549.721 23.1457 internal_count=8715 8642 896 224 672 245 427 7746 6088 1658 494 1164 635 5453 158 is_linear=0 shrinkage=0.05 Tree=171 num_leaves=18 num_cat=0 split_feature=0 1 1 0 2 5 5 2 2 0 0 2 0 2 5 1 0 split_gain=1.59034 2.57613 2.18193 3.33024 2.77462 2.56914 1.51187 2.57883 2.43988 3.38335 2.48024 1.23137 2.79917 1.40818 2.01069 1.16682 1.00647 threshold=546.50000000000011 5.5000000000000009 3.5000000000000004 554.50000000000011 6.1500000000000012 3.5000000000000004 5.5000000000000009 4.5500000000000007 7.9500000000000011 480.50000000000006 541.50000000000011 9.2500000000000018 569.50000000000011 6.7500000000000009 1.5000000000000002 2.5000000000000004 553.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 -2 5 -5 8 -8 10 -10 -1 13 -13 16 -15 -9 -4 right_child=2 -3 11 4 -6 -7 7 15 9 -11 -12 12 -14 14 -16 -17 -18 leaf_value=0 0.03538224231075416 -0.028916598025456132 0.011118013162462725 -0.0017645748912370465 -0.013371768606286484 0.030089899639540882 0.01867754892461311 0.0070908942266774966 0.03848751199264043 0.0037075534865019782 -0.01867798513184064 -0.0039481742740116047 0.033158246481799721 -0.019210015928648592 -0.0018377326578536406 -0.011860355389772063 0.00074427442111304912 leaf_weight=82.378833879716694 10.234671317040918 8.4819579776376468 23.248550828546286 12.039768382906916 13.453201796859501 11.511699937283991 7.6287660822272292 8.0611152844503504 7.165544436313211 54.453080139122903 21.789217635989189 10.500770747661592 8.1880049854516965 18.874891437590122 110.67425993457437 77.167323591187596 751.63237921148539 leaf_count=893 65 90 187 63 94 65 85 186 174 668 178 76 38 103 696 1236 3770 internal_value=0.000141075 -0.00326331 0.0010858 0.0114576 0.00395218 0.0141933 -0.00229465 -0.00736946 0.000544921 0.00838196 -0.00407901 0.000537796 0.0129135 0.000262567 -0.00453488 -0.00994847 0.00107589 internal_weight=1237.48 267.126 970.358 47.2393 37.0047 23.5515 258.644 92.8572 165.787 61.6186 104.168 923.119 18.6888 904.43 129.549 85.2284 774.881 internal_count=8667 3510 5157 287 222 128 3420 1507 1913 842 1071 4870 114 4756 799 1422 3957 is_linear=0 shrinkage=0.05 Tree=172 num_leaves=18 num_cat=0 split_feature=2 2 0 6 3 2 6 0 0 0 0 0 0 0 2 1 0 split_gain=1.54787 4.72728 3.26196 2.35003 1.976 1.6746 1.66442 1.74161 1.65714 1.54007 2.21099 1.46792 4.72148 2.68274 1.40527 1.35459 3.29542 threshold=5.1500000000000012 4.7500000000000009 645.50000000000011 4.5000000000000009 5.5000000000000009 7.0500000000000007 2.5000000000000004 573.50000000000011 567.50000000000011 604.50000000000011 583.50000000000011 529.50000000000011 495.50000000000006 537.50000000000011 3.7500000000000004 5.5000000000000009 604.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 6 15 11 7 -1 -6 10 -7 12 -2 -13 -8 16 -3 right_child=2 4 -4 -5 8 9 14 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 leaf_value=0.0070934523733668965 -0.027339107427433409 -0.020901718854236622 0.027147718560511937 0.022730787141723007 -0.012860665758049498 -0.002201564894101431 -0.0025941040811045622 -0.00077499392238879563 0.017738064642198695 -0.016247593670563682 0.012092781275436603 -0.018271326852980996 0.019800366159928525 0.0037051656134200108 -0.015895434132321799 -0.030678056126049364 0.010220186946273907 leaf_weight=86.527531860396266 5.2840278977528206 29.897074341773987 11.543350994586943 10.056065790355204 8.1586030628532153 229.79966471903026 74.768652833998203 353.85503724962473 7.5024659782648078 15.610132120549677 29.61273367702961 13.640834840014575 33.997088640928268 254.67269141599536 26.970427164807916 15.296085484325884 10.795321568846701 leaf_count=638 140 215 49 47 81 2843 341 1636 43 69 151 141 400 1530 146 79 48 internal_value=6.77184e-05 -0.00166627 0.00189643 -7.95023e-05 -0.0136567 0.0013419 -0.0005529 0.000772259 0.00168246 -0.00147742 -0.000510449 0.0038755 0.0128138 0.00250564 -0.00628927 -0.0179893 -0.0124783 internal_weight=1217.99 623.827 594.161 552.178 71.6496 582.617 542.122 440.383 15.6611 275.023 259.412 307.595 39.2811 268.314 101.739 55.9885 40.6924 internal_count=8597 3274 5323 2808 466 5274 2761 2274 124 3063 2994 2211 540 1671 487 342 263 is_linear=0 shrinkage=0.05 Tree=173 num_leaves=22 num_cat=0 split_feature=0 0 2 0 2 0 2 2 0 4 2 2 1 4 2 3 0 2 0 2 2 split_gain=2.11411 2.40958 2.70802 1.38421 1.78748 1.22905 2.46104 2.91178 1.14308 4.63539 2.64346 3.30856 2.24141 0.850702 1.57954 2.27525 0.778787 2.76814 0.959635 0.493151 0.22023 threshold=565.50000000000011 560.50000000000011 3.9500000000000006 562.50000000000011 5.5500000000000007 569.50000000000011 4.8500000000000005 6.1500000000000012 579.50000000000011 3.5000000000000004 8.6500000000000004 7.5500000000000007 5.5000000000000009 3.5000000000000004 5.9500000000000011 5.5000000000000009 466.50000000000006 10.65 481.50000000000006 5.5500000000000007 7.5500000000000007 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 -4 -5 6 -2 -8 9 19 11 -10 -11 14 -1 -16 17 -15 -18 -7 -9 right_child=5 2 3 4 -6 8 7 20 10 12 -12 -13 -14 16 15 -17 18 -19 -20 -21 -22 leaf_value=-0.026295367308461638 0.025221103799691141 0.01093919393636829 -0.033721344843342473 -0.029882989750348771 -0.00064578195672625356 -0.034632245631041655 -0.016835783551258643 0.018672897344467646 0.0020815384721028208 -0.0026535912135466828 0.023787928763052555 -0.017364303462655033 0.017717072501902822 -0.031932670601513079 0.014526963813773379 -0.023586507343786641 0.010935375474214169 0.013074746668105951 -0.00098207328701788708 -0.014181428832572335 0.00542524856736765 leaf_weight=8.6074368115514535 15.240965887904165 7.8781350068747988 11.75518189370632 7.4627221003174808 14.754886791110037 9.1051999628543872 12.364805616438391 9.9113294780254382 640.16151437908411 69.494964629411697 12.515606865286825 21.612022988498211 15.663748458027838 6.8672922896221262 9.1705131735652667 5.3664863128215066 16.807507960125804 5.0886090761050582 318.85028431005776 9.1376454234123212 7.8421159461140624 leaf_count=77 81 53 101 53 104 51 77 58 2960 426 61 114 88 259 77 62 319 170 3406 52 50 internal_value=0.000127046 -0.00278552 -0.014027 -0.0201067 -0.0115458 0.00159484 0.00951968 0.000858334 0.00111457 -0.00374098 0.001871 0.0014137 0.00119742 -0.00146883 -0.0105634 0 -0.000820396 -0.0128603 -0.000339765 -0.0259178 0.013689 internal_weight=1235.66 412.609 41.8509 33.9728 22.2176 823.05 45.3592 30.1183 777.691 103.402 674.289 661.774 85.1587 370.758 23.1444 14.537 347.614 11.9559 335.658 18.2428 17.7534 internal_count=8699 4681 311 258 157 4018 266 185 3752 617 3135 3074 514 4370 216 139 4154 429 3725 103 108 is_linear=0 shrinkage=0.05 Tree=174 num_leaves=22 num_cat=0 split_feature=0 2 0 0 2 2 2 1 2 3 0 5 2 2 1 0 0 0 3 3 1 split_gain=1.90769 3.21313 2.44914 1.57613 1.5296 2.71421 1.45028 1.30316 1.03767 1.76685 3.03944 4.8358 2.0804 2.04753 1.29728 6.20635 3.00212 3.80046 2.77959 2.49025 2.32844 threshold=645.50000000000011 3.9500000000000006 664.50000000000011 654.50000000000011 2.8500000000000001 1.2500000000000002 2.0500000000000003 6.5000000000000009 8.6500000000000004 4.5000000000000009 571.50000000000011 2.5000000000000004 9.2500000000000018 10.050000000000002 3.5000000000000004 543.50000000000011 543.50000000000011 546.50000000000011 5.5000000000000009 4.5000000000000009 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 2 4 -3 5 -2 7 -4 14 12 11 -11 -10 -14 15 19 20 -18 -17 -1 -16 right_child=1 3 6 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 16 18 17 -19 -20 -21 -22 leaf_value=0.0018987332280021572 -0.00075874874079903329 0.033247932751378217 0.0072821347918580002 0.0085339906596696227 -0.0053031816935048921 0.026794249564895352 -0.019541671004837821 -0.012865404654025704 -0.024597040847662746 -0.028782808240309651 0.030586205377081371 0.0075236519304704048 0.02068205590742838 -0.016293639348711388 0.0075640914724544933 0.012988753297376313 -0.026297924582686122 -0.001728200665521539 -0.013904740948539947 -0.026498882169685035 -0.023308949147848028 leaf_weight=9.2596242167055589 15.82865761220455 11.901244387030603 18.71843867003918 16.314284786581993 12.896978124976156 18.415721356868744 14.881378874182699 12.4813115298748 10.179340925067665 9.4638151321560127 10.496966168284414 72.234911240637302 7.409838446415959 5.690386276692152 120.88053757883608 33.20406286418438 15.113953750580547 770.5002560056746 12.294698663055895 34.947598648257554 5.4015791807323685 leaf_count=104 67 48 94 72 53 76 68 67 83 108 53 1136 55 65 1363 194 133 4120 82 593 59 internal_value=-0.000485173 0.00543347 0.000833812 0.0199106 0.00880247 0.0142565 -0.0072258 -0.000771751 -0.00113735 0.00331751 0.00645378 0.00296034 -0.00865158 0.00424972 -0.00165873 -0.00737197 -0.00108377 -0.00224007 0.0054713 -0.0205297 0.0060315 internal_weight=1238.52 121.438 93.2225 28.2155 47.1414 34.2444 46.0811 31.1998 1117.08 115.475 92.1957 81.6987 23.2796 13.1002 1001.6 89.706 911.896 785.614 45.4988 44.2072 126.282 internal_count=8693 545 425 120 196 143 229 161 8148 1500 1297 1244 203 120 6648 973 5675 4253 276 697 1422 is_linear=0 shrinkage=0.05 Tree=175 num_leaves=12 num_cat=0 split_feature=0 1 4 0 0 0 5 4 4 0 3 split_gain=0.827637 0.799041 1.70018 2.8519 5.11761 1.47219 2.33979 4.15982 3.41989 1.30549 1.33359 threshold=692.50000000000011 4.5000000000000009 6.5000000000000009 599.50000000000011 560.50000000000011 619.50000000000011 2.5000000000000004 4.5000000000000009 3.5000000000000004 517.50000000000011 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 9 4 -4 6 7 -1 -8 -3 -11 right_child=-2 2 3 -5 -6 -7 8 -9 -10 10 -12 leaf_value=0.0028615230661286832 -0.011732538224042679 0.016830495266536495 -0.0018720266047688163 -0.016652406739043977 0.037266710700712948 0.010811273183732557 -0.016825185367063688 -0.018101440688068186 0.001223714218546551 0.011426623498741326 -0.00027921298253916286 leaf_weight=40.08835481107235 14.27115725725889 10.899898941628633 16.513197085820142 6.6172593832015982 15.26182173937559 21.192531302571297 27.751704910770059 54.718119082041085 298.70405843853951 24.201846472918987 695.47980995476246 leaf_count=236 76 167 187 29 94 88 199 449 3312 109 3664 internal_value=-0.000164721 -1.47583e-05 0.000954813 0.0110782 0.0173376 -0.00170947 -0.00237531 -0.00924784 -0.000342033 0.000401578 0.000122808 internal_weight=1225.7 1211.43 768.974 38.3923 31.775 442.455 421.262 94.8065 326.456 730.582 719.682 internal_count=8610 8534 4250 310 281 4284 4196 685 3511 3940 3773 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=0.994328 2.44387 1.3147 4.45163 7.82668 2.85407 2.46541 1.73223 1.34575 3.56829 2.54587 1.09667 0.961226 1.38917 threshold=8.5000000000000018 547.50000000000011 6.5000000000000009 1.5000000000000002 565.50000000000011 576.50000000000011 1.0000000180025095e-35 553.50000000000011 10.550000000000002 4.5000000000000009 10.050000000000002 1.0500000000000003 9.2500000000000018 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=-0.0068849172670581403 0.0053966093741240565 -0.03322591532445212 -0.0099047589372110063 -0.011397783117239416 0.042932790913824452 -0.033656990308289426 0.014071734489118352 0.020004711549570592 0.0043534890741124474 -0.040242001056889333 0.024037847147910726 -0.00062418589262175101 0.012953414683847926 -0.02669124972729487 leaf_weight=74.438874155282974 6.6402511503547483 7.1382893398404113 21.268954191356897 10.298027588054543 15.035493940114973 8.4053135663270933 19.590753485448658 6.1669514179229727 9.8225660333409923 6.757569749839603 9.1854475988075119 1019.2206097366288 7.1869679465889922 5.0080361533910036 leaf_count=350 137 66 329 123 78 43 269 38 138 137 115 6548 152 111 internal_value=-0.000818339 -0.0103243 -0.000600032 0.00551178 0.0133162 -0.0116719 0.00153319 0.00054969 -0.00104998 -0.0147931 -0.000825625 -0.00106078 -0.000155347 -0.0090234 internal_weight=1226.16 25.9735 1200.19 80.7655 55.8952 24.8703 40.8597 16.465 1119.43 16.5801 1102.84 1093.66 18.8353 11.6483 internal_count=8634 466 8168 880 676 204 598 161 7288 275 7013 6898 400 248 is_linear=0 shrinkage=0.05 Tree=177 num_leaves=18 num_cat=0 split_feature=2 0 0 2 0 0 0 0 2 6 3 0 4 0 2 2 2 split_gain=1.3068 2.14151 2.24916 2.08283 2.35797 0.903426 4.52905 1.96507 1.39318 1.11302 2.75288 4.17568 3.33734 1.05574 2.02346 1.24212 1.00607 threshold=10.350000000000003 502.50000000000006 471.50000000000006 10.750000000000002 531.50000000000011 499.50000000000006 492.50000000000006 496.50000000000006 7.2500000000000009 1.0000000180025095e-35 4.5000000000000009 562.50000000000011 5.5000000000000009 526.50000000000011 9.2500000000000018 5.9500000000000011 8.3500000000000032 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -3 -5 6 8 -8 -1 10 11 -7 -12 15 -15 -11 -10 right_child=1 3 -4 4 -6 9 7 -9 16 13 12 -13 -14 14 -16 -17 -18 leaf_value=-0.023037484852274453 -0.0013183425619644838 -0.020501917334697306 -0.040571134612585998 0.034731435067162218 -0.0079289836292833465 0.020605492952592279 0.049562052933834866 0.0072086538133605748 0.019535990835782203 0.0053027256455162779 -0.0020610699794701448 -0.0017990905502105793 -0.017299063949863969 0.00091341155865167943 0.017244095073549112 -0.010965639525921301 -0.0041683866897069127 leaf_weight=6.119990334846082 6.9550233352929371 5.5186698511242893 7.5657908692955971 5.6605272069573385 5.4285651370882988 25.43934777751565 6.2393387425690872 5.5474662408232689 5.2266739420592812 15.87863616645336 117.06396674737334 95.530837431550026 51.674603210762143 798.64467244967818 18.4871741309762 36.524179436266422 14.500808767043052 leaf_count=176 212 56 169 73 43 213 104 94 150 161 875 465 523 4354 121 485 356 internal_value=-4.57781e-05 -0.0100004 -0.0233887 0.00208502 0.0145054 0.000217082 0.00773922 0.0321421 -0.00398532 -2.92713e-05 -0.0027121 0.00300178 -0.00683144 0.00086093 0.00130962 -0.00593553 0.00251024 internal_weight=1228.01 31.1286 14.5208 16.6078 11.0891 1196.88 37.6343 11.7868 25.8475 1159.24 289.709 120.97 168.739 869.535 817.132 52.4028 19.7275 internal_count=8630 553 381 172 116 8077 880 198 682 7197 2076 678 1398 5121 4475 646 506 is_linear=0 shrinkage=0.05 Tree=178 num_leaves=21 num_cat=0 split_feature=1 0 5 0 0 5 6 6 5 2 2 5 6 2 4 2 2 0 2 2 split_gain=2.11201 2.90518 3.33464 3.70023 2.49535 2.76974 2.43332 2.29934 2.17478 2.11543 1.8542 1.71236 4.11359 3.5964 3.47868 1.32051 1.03943 2.65873 1.34325 0.107279 threshold=4.5000000000000009 593.50000000000011 2.5000000000000004 580.50000000000011 606.50000000000011 2.5000000000000004 1.5000000000000002 3.5000000000000004 8.5000000000000018 9.4500000000000011 8.2500000000000018 4.5000000000000009 2.5000000000000004 4.3500000000000005 4.5000000000000009 10.350000000000003 3.5500000000000003 639.50000000000011 3.6500000000000008 3.5500000000000003 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 3 10 6 19 -3 8 -4 11 -1 16 13 -13 -14 -11 17 -2 -18 -6 right_child=9 4 7 -5 5 -7 -8 -9 -10 15 -12 12 14 -15 -16 -17 18 -19 -20 -21 leaf_value=-0.010621502169672154 0.0086414716655988846 -0.034542469343670106 0.0045824744536615333 0.012410581566892571 0.0034565158485935473 -0.018152008870713086 -0.004818372249796565 -0.023291439604578777 -0.013025525168199704 -0.024865413715618231 -0.035406236447531686 -0.008567483558380648 0.0031847193499986697 0.0100785076539493 0.04447627478610304 0.0016151910415291263 -0.016323237155230704 -0.0016924228647685051 0.00099900079996976523 0.011310865514890573 leaf_weight=47.191164061427116 157.34773126989603 15.654614746570589 269.70417306013405 14.453637115657328 11.838885426521303 15.892748609185217 13.121620938181875 7.2454349026083937 17.667601668275893 9.9932404607534426 8.8175153778865916 35.726523384451866 9.0311789363622683 85.59850143827498 12.200983457267283 7.4488269323483101 10.529614113271235 100.92390061169863 364.23297324590385 12.427710130810736 leaf_count=376 724 82 2926 75 50 70 66 56 373 88 112 198 50 651 73 76 50 454 2006 54 internal_value=0.00135494 -0.00143926 0.000334945 -0.00934304 -0.0107773 -0.00243883 -0.0217736 0.00269028 0.00344118 0.00289034 -0.0151637 0.00328967 0.00823509 0.0045218 0.0280709 -0.0138111 0.00215687 0.00459309 0.000456851 0.00796533 internal_weight=1227.05 434.015 365.08 70.4623 68.9356 40.1593 28.7762 294.617 287.372 793.033 56.0087 775.591 142.557 121.325 21.2322 17.4421 633.034 258.272 374.763 24.2666 internal_count=8610 4240 3918 563 322 174 148 3355 3299 4370 488 4206 972 849 123 164 3234 1178 2056 104 is_linear=0 shrinkage=0.05 Tree=179 num_leaves=11 num_cat=0 split_feature=0 0 0 0 0 5 1 0 4 0 split_gain=0.898608 1.11807 1.05732 0.691343 4.24528 2.70916 2.31631 2.20334 1.90486 1.47119 threshold=682.50000000000011 674.50000000000011 699.50000000000011 550.50000000000011 543.50000000000011 4.5000000000000009 3.5000000000000004 578.50000000000011 3.5000000000000004 554.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 8 9 -6 -7 -1 -5 right_child=2 -3 -4 5 6 7 -8 -9 -10 -11 leaf_value=-0.017994390987099786 -0.017380446369409421 0.017176625581430318 0.002318959204710631 0.01281051196422384 0.00663736154334178 0.011945267236848404 -0.020664913512257955 0.00068400603225792812 0.0016308642837981561 -0.00098696160895454777 leaf_weight=12.029404977336524 14.84127961099148 8.6046979203820211 10.87901149690151 18.82975996285677 8.8070923313498479 86.330217998474836 39.107831686735153 88.663137681782246 235.75448854453862 707.77837671339512 leaf_count=134 67 49 61 138 69 597 339 439 3254 3548 internal_value=-1.28778e-05 0.000183865 -0.00908604 4.33379e-05 -0.00204609 0.000735657 -0.0155113 0.00630429 0.000589501 -0.000605419 internal_weight=1231.63 1205.91 25.7203 1197.3 295.699 901.601 47.9149 174.993 247.784 726.608 internal_count=8695 8567 128 8518 3796 4722 408 1036 3388 3686 is_linear=0 shrinkage=0.05 Tree=180 num_leaves=14 num_cat=0 split_feature=1 4 0 6 0 0 5 1 6 1 3 5 0 split_gain=1.0642 1.44025 0.938266 1.44142 1.29824 3.84097 3.10138 1.711 1.5704 1.5055 0.892264 1.28518 0.821892 threshold=6.5000000000000009 2.5000000000000004 473.50000000000006 1.0000000180025095e-35 499.50000000000006 508.50000000000006 7.5000000000000009 3.5000000000000004 1.5000000000000002 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 642.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 6 8 7 -4 -6 -7 11 -3 -13 right_child=1 10 4 -5 5 9 -8 -9 -10 -11 -12 12 -14 leaf_value=0.0016415558871379619 -0.00955402242777156 -0.008913413690737294 0.0123184124578008 -0.025510544207132221 -0.0119945840020814 -0.019394227747499028 0.031652239853789808 -0.012907557274304138 -0.044129616426344165 -0.00025062177370977569 0.017289038437210795 0.015879742075371177 -0.0003635870145706528 leaf_weight=9.1358195142820495 12.237093836069105 12.138544872403143 12.001357156783344 8.5414147861301881 15.848328622058036 9.3816146925091726 9.5037827119231206 12.878250495530663 5.0169027689844361 1075.9309972561896 19.248349502682686 18.73920334875584 11.818123534321783 leaf_count=292 58 58 276 251 249 91 179 275 81 6629 90 81 54 internal_value=-0.000366336 0.00539084 -0.000743709 -0.0118737 -0.000556578 -0.000861522 0.00885981 -0.000540125 -0.0216148 -0.000438406 0.00852752 0.00415791 0.0096267 internal_weight=1232.42 74.1813 1158.24 17.6772 1140.56 1106.18 34.3834 24.8796 20.8652 1085.31 61.9442 42.6959 30.5573 internal_count=8664 341 8323 543 7780 7050 730 551 330 6720 283 193 135 is_linear=0 shrinkage=0.05 Tree=181 num_leaves=22 num_cat=0 split_feature=2 2 2 5 0 0 5 6 2 3 0 0 0 0 0 2 2 2 0 0 0 split_gain=1.15607 1.33604 1.79762 1.64356 1.66932 1.49562 2.58849 2.48452 1.25729 1.12579 2.43005 1.95611 1.11165 2.78623 4.56242 1.14563 1.09386 0.975675 0.784134 1.88364 1.40009 threshold=2.6500000000000008 1.8500000000000003 2.0500000000000003 1.0000000180025095e-35 676.50000000000011 598.50000000000011 2.5000000000000004 1.5000000000000002 3.3500000000000001 4.5000000000000009 601.50000000000011 605.50000000000011 633.50000000000011 600.50000000000011 582.50000000000011 3.0500000000000003 2.9500000000000006 3.4500000000000006 468.50000000000006 500.50000000000006 456.50000000000006 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 3 -3 4 -1 7 -7 -5 12 10 -4 -11 13 14 -2 -15 -14 -10 20 -20 -19 right_child=8 2 9 5 -6 6 -8 -9 17 11 -12 -13 16 15 -16 -17 -18 18 19 -21 -22 leaf_value=0.00041221989506758078 0.014408502687820854 -0.021962031743450596 0.011527052075445679 0.020568725626630067 0.02585074143159187 0.0001298406311727959 -0.018697548588954366 -0.0097154530379131993 -0.012108345036951356 -0.008005396922679044 -0.016126046157262226 0.018922021012368489 0.0074421663103520913 0.0093012400622233052 -0.016582669874911186 0.029828871381088147 -0.012627000213630583 -0.0051466736455096571 -0.0097485359737791693 0.0010103063112702844 0.025841958801902654 leaf_weight=16.134968981146816 27.179007183760405 17.117894448339939 9.6841205433011037 14.671320226043465 10.261093325912951 54.893532328307629 25.962096959352493 10.864701166748999 14.144363760948179 13.819480624049904 29.813045054674149 11.264987990260122 12.275542646646501 15.090779885649683 19.490550979971886 15.909885898232458 12.69322510063648 5.6430802810937148 41.702512370422482 841.38166128471494 7.2175462143495679 leaf_count=69 167 81 51 77 57 241 113 57 75 82 126 48 51 64 95 67 54 274 867 5761 162 internal_value=0.000350862 -0.00296922 -0.00795893 9.99439e-05 0.0110662 -0.00265197 -0.00600897 0.00761486 0.00106119 -0.00389276 -0.00910523 0.00415736 0.00628326 0.00921945 0.00128445 0.0205954 -0.0026611 0.000460516 0.000677795 0.000486126 0.0124935 internal_weight=1227.22 214.487 81.6995 132.788 26.3961 106.392 80.8556 25.536 1012.73 64.5816 39.4972 25.0845 102.639 77.6702 46.6696 31.0007 24.9688 910.089 895.945 883.084 12.8606 internal_count=8639 1002 388 614 126 488 354 134 7637 307 177 130 498 393 262 131 105 7139 7064 6628 436 is_linear=0 shrinkage=0.05 Tree=182 num_leaves=20 num_cat=0 split_feature=2 2 0 3 0 5 2 4 5 0 2 2 0 2 4 5 3 0 4 split_gain=0.935288 2.18631 4.30891 3.25306 2.63414 1.16317 1.43456 1.13591 1.2932 1.71799 1.14841 1.17265 0.724731 2.10884 1.95271 2.96283 1.02641 0.940873 0.3718 threshold=1.7500000000000002 2.4500000000000006 585.50000000000011 3.5000000000000004 611.50000000000011 1.0000000180025095e-35 1.0500000000000003 7.5000000000000009 3.5000000000000004 533.50000000000011 11.550000000000002 10.850000000000003 625.50000000000011 0.35000000000000003 4.5000000000000009 2.5000000000000004 4.5000000000000009 644.50000000000011 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=5 2 -2 -4 -5 6 -1 10 -9 -10 11 -3 14 18 15 -7 -16 -15 -14 right_child=1 7 3 4 -6 12 -8 8 9 -11 -12 -13 13 17 16 -17 -18 -19 -20 leaf_value=0.013093819744792769 -0.017271145111035554 0.00027394056333232179 -0.0028590994901284169 0.0024974728288321103 0.031136298535901632 0.024452894078576516 -0.0089417969372729712 -0.00698943801765365 0.0053369791674323878 0.039303970972169033 -0.017854444389227408 0.015996646805940817 0.0074407030507755035 -0.029354824160110982 -0.023451634375647637 -0.0090161502648827135 -0.0009966798133000858 -0.0092110484176979503 -0.005003303644091457 leaf_weight=18.97232169657946 11.199815228581427 992.97352865617722 16.523283883929253 11.8901349902153 28.093109056353569 12.244631484150888 10.591156169772146 5.9567641168832806 10.784476461820306 5.4246493428945533 7.6170606072992078 11.022553626447914 10.829602658748628 12.493873506784441 9.8128966614604014 12.14482945203781 10.716984774917362 14.274006173014639 10.925562284886835 leaf_count=94 73 7077 70 57 118 54 45 64 213 39 188 145 53 51 47 56 57 62 48 internal_value=0.000676706 0.00114267 0.00978423 0.0154407 0.0230105 -0.00343115 0.00500166 0.000562962 0.0115162 0.0186185 0.000306887 0.000467276 -0.00617679 -0.0103678 -0.00141344 0.00789122 -0.0125527 -0.0195117 0.00102629 internal_weight=1224.49 1101.49 67.7063 56.5065 39.9832 123.006 29.5635 1033.78 22.1659 16.2091 1011.61 1004 93.4424 48.523 44.9193 24.3895 20.5299 26.7679 21.7552 internal_count=8611 8044 318 245 175 567 139 7726 316 252 7410 7222 428 214 214 110 104 113 101 is_linear=0 shrinkage=0.05 Tree=183 num_leaves=10 num_cat=0 split_feature=2 5 1 2 5 0 0 0 3 split_gain=1.01579 3.11662 1.18792 1.93865 0.968803 0.827491 2.86861 1.40478 0.0610958 threshold=10.950000000000001 7.5000000000000009 2.5000000000000004 8.0500000000000025 9.5000000000000018 672.50000000000011 681.50000000000011 659.50000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 8 3 -1 5 7 -7 -4 -2 right_child=1 -3 4 -5 -6 6 -8 -9 -10 leaf_value=-0.0012803562726749213 -0.013383543500000671 0.019194756732848841 0.00087314833389914685 0.031730400674832453 -0.015474025317660034 0.029122572938470759 -0.00087276799553519821 -0.0095567166875358267 -0.028914782089560043 leaf_weight=9.0707292761653679 5.909498259425165 5.1390858227387062 1114.5328272106126 7.1155996080487958 8.1800645338371378 10.35107699036598 25.57836302369833 32.194179743528366 6.9484235867857933 leaf_count=129 86 103 7507 145 146 59 129 139 161 internal_value=0.000691079 -0.0107629 0.000874767 0.0139423 0.000681403 0.000810348 0.00818793 0.000567904 -0.0236183 internal_weight=1225.02 17.997 1207.02 16.1863 1190.84 1182.66 35.9294 1146.73 12.8579 internal_count=8604 350 8254 274 7980 7834 188 7646 247 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=12 num_cat=0 split_feature=2 0 5 2 1 0 0 2 0 4 2 split_gain=1.13973 3.55754 1.00473 3.37293 2.42663 2.42077 1.85132 1.11818 0.897145 1.03579 0.768067 threshold=10.950000000000001 504.50000000000006 6.5000000000000009 6.3500000000000005 5.5000000000000009 473.50000000000006 571.50000000000011 5.8500000000000005 689.50000000000011 1.5000000000000002 10.350000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 4 7 -5 -7 -4 9 -1 -11 right_child=1 -3 3 5 -6 6 -8 -9 -10 10 -12 leaf_value=-0.014338805111922294 0.007955542564478512 -0.035207048492992297 -0.0051862928663580412 -0.01458359101315509 0.022192009666561048 0.02074475353717168 -0.0074368068435993612 -0.027969216748351441 0.011213607729427328 0.00044956916989987111 -0.013663545083950408 leaf_weight=11.180523738265036 9.6592840533703583 7.6787229105830184 32.488046864047647 5.824386120773851 6.1302588731050482 44.185713674873114 5.8940552249550811 5.9117623195052138 17.671228155493736 1075.2608046093956 8.7116079768165928 leaf_count=52 265 83 290 189 39 587 33 73 93 6812 113 internal_value=0.000591051 -0.0117653 0.00078129 0.00554854 -0.00458512 0.013647 0.0172494 -0.00944155 0.000341954 0.000151899 0.000319048 internal_weight=1230.6 17.338 1213.26 100.434 44.5301 55.9042 50.0798 38.3998 1112.82 1095.15 1083.97 internal_count=8629 348 8281 1211 402 809 620 363 7070 6977 6925 is_linear=0 shrinkage=0.05 Tree=185 num_leaves=21 num_cat=0 split_feature=2 5 2 0 0 2 4 6 2 6 4 2 1 5 0 1 5 6 6 5 split_gain=0.889476 3.67919 2.63149 2.42638 3.37386 2.1814 1.92005 5.95156 3.27739 1.40016 4.55566 2.9906 2.70441 2.78007 2.1969 1.35717 1.30286 1.7491 1.03878 0.313032 threshold=5.7500000000000009 1.5000000000000002 6.2500000000000009 573.50000000000011 544.50000000000011 5.8500000000000005 6.5000000000000009 1.5000000000000002 4.0500000000000007 2.5000000000000004 2.5000000000000004 4.4500000000000011 3.5000000000000004 3.5000000000000004 550.50000000000011 4.5000000000000009 9.5000000000000018 1.5000000000000002 1.5000000000000002 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=6 2 -2 4 -4 15 9 8 -8 12 -11 -12 14 -14 -1 -3 17 -7 -5 -10 right_child=1 5 3 18 -6 16 7 -9 19 10 11 -13 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.002148347204266416 -0.0040990132127922017 0.030891448053084594 0.0071740159650873526 -0.0021806771813977768 0.053127921082168711 0.0014892721696732952 -0.0037991142415346613 0.01191525024157964 -0.052587914958609552 0.022165776950431607 -0.01216214091761692 0.0067615682564748231 0.0024620235295576844 -0.0053169544743542352 0.025101354789373129 0.0020554134092215103 0.017039218936158437 -0.0053627977237489261 0.018292944852644034 -0.025854439850861582 leaf_weight=10.984987812116744 13.871524663642047 8.2533688247203845 7.5123018408194211 10.469472140073778 9.4142289087176305 281.05935036204755 10.036369534209372 15.585841624066232 6.672908063977955 12.955307245254515 92.902177777141333 25.772352404892445 366.97388208657503 165.96178059838712 19.035762123763561 8.2869367338716966 9.5295129576697928 137.71247496642172 12.365070998668669 7.0818039979785681 leaf_count=118 75 67 80 53 62 2933 64 94 50 57 439 146 1795 1041 101 49 194 1093 56 76 internal_value=0.000267832 0.0018988 0.0141467 0.0205792 0.0345496 0.000382489 -0.000834118 -0.0114362 -0.0267992 -0.000210311 -0.00483826 -0.00798857 0.000869587 2.47823e-05 0.0152213 0.0176701 -0.000313088 -0.000759517 0.00899851 -0.0418478 internal_weight=1232.44 498.474 53.6326 39.7611 16.9265 444.842 733.963 39.3769 23.7911 694.586 131.63 118.675 562.956 532.936 30.0207 16.5403 428.301 418.772 22.8345 13.7547 internal_count=8643 4662 326 251 142 4336 3981 284 190 3697 642 585 3055 2836 219 116 4220 4026 109 126 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 4 2 4 2 5 4 5 2 1 5 1 6 split_gain=1.69532 1.97323 0.985679 4.63448 2.93812 2.66782 1.33666 1.58184 5.62135 1.54478 1.51796 3.96464 1.83978 0.989998 0.972611 1.93406 3.26417 0.986497 2.6182 1.65461 0.694899 threshold=7.3500000000000005 7.2500000000000009 7.8500000000000005 2.5000000000000004 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 5.5000000000000009 9.2500000000000018 6.5000000000000009 8.7500000000000018 3.5000000000000004 4.5000000000000009 3.5000000000000004 4.6500000000000012 5.5000000000000009 3.5000000000000004 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 9 -9 -4 12 -12 -8 -6 15 20 -17 19 -19 -16 -1 right_child=2 -3 6 -5 13 -7 10 8 -10 -11 11 -13 -14 -15 17 16 -18 18 -20 -21 -22 leaf_value=0.0031081170776078373 0.0032048376334250445 0.019423890277511298 -0.014077071983713971 0.025019979665515515 -0.0116986552800196 -0.030738379797427717 -0.0042755378462559484 0.04161939005113674 -0.0016189856836337346 0.0087810649141804569 0.0098285748714752128 -0.023947886074671243 -0.02242973801366778 -0.039026325159919419 0.00029550037540120532 0.0020071706125382662 -0.013157925971438592 0.0029756305044866347 -0.01305831587740767 0.0070972064178043727 -0.0012874341411374575 leaf_weight=193.76149947755039 23.004026955924932 13.284124555066226 16.9195298710838 7.3315577879548064 6.8617824278771904 6.5908748377114525 48.407901954837143 9.5344742340967041 25.300851786509156 11.44307568669319 35.703891544602811 10.359765890054403 19.598193446174264 11.815313364379106 186.24035111255944 67.492233518511057 72.17209592461586 88.605173476040363 34.466077044606209 174.04632226191461 164.30818341486156 leaf_count=942 201 105 157 55 67 54 463 124 460 171 411 183 206 169 1547 358 500 424 202 1065 760 internal_value=5.62494e-05 0.000960268 -0.00377019 -0.00954098 -0.0152928 -0.00494861 -0.00188866 0.00386098 0.010907 -0.00469955 -0.00512344 0.00177854 -0.00982895 -0.0303453 0.000685654 -0.00085777 -0.00583174 0.00228379 -0.00154343 0.00360564 0.00107923 internal_weight=1227.25 994.376 232.871 55.6036 48.272 29.5949 177.268 63.1979 34.8353 28.3626 114.07 46.0637 68.0061 18.6771 981.092 497.734 139.664 483.358 123.071 360.287 358.07 internal_count=8624 5903 2721 546 491 255 2175 912 584 328 1263 594 669 236 5798 2560 858 3238 626 2612 1702 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=25 num_cat=0 split_feature=0 5 3 0 4 0 4 3 0 0 0 1 0 5 0 6 4 6 4 4 6 0 0 0 split_gain=1.37387 2.09853 2.0087 2.13345 3.77828 1.70562 2.06529 1.58618 1.91854 3.43446 1.91587 1.4428 2.74283 1.23652 2.10873 1.39195 1.19009 1.18541 2.26863 1.17761 0.973361 1.13555 0.406683 0.455555 threshold=549.50000000000011 4.5000000000000009 6.5000000000000009 535.50000000000011 5.5000000000000009 533.50000000000011 4.5000000000000009 6.5000000000000009 509.50000000000006 492.50000000000006 517.50000000000011 3.5000000000000004 554.50000000000011 2.5000000000000004 564.50000000000011 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 4.5000000000000009 5.5000000000000009 1.5000000000000002 567.50000000000011 523.50000000000011 504.50000000000006 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=1 2 5 4 -4 16 -7 8 9 -3 -10 19 17 14 -14 -15 -1 18 -13 20 21 -2 23 -9 right_child=11 7 3 -5 -6 6 -8 22 10 -11 -12 12 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.0084452285837995477 0.020149015963635063 -0.0033513584696929113 0.058600707955076707 -0.0029165828344519407 0.0043069309853130313 0.026702475468589528 0.0045932585054927312 -0.013132986899570754 -0.02255584404976518 0.025972568004499437 -0.00046955872671476553 -0.027708051116740601 0.016453541525499077 0.0016207235931741091 -0.00030800602035136625 -0.0049776678186248223 0.005198107098627662 -0.028220341652470716 0.0061914050583872652 0.02104016343872411 -0.0084045612222022822 -0.0028962996048924002 -0.023067786705849424 0.002553919266793559 leaf_weight=29.281757387332618 9.852378319948917 21.300103631801903 5.9599655484780687 5.4860539510846129 6.657156940549612 14.04857627302408 40.072122298181057 11.94574895035476 10.34323159791529 17.07511393725872 77.375736149027944 7.1774356514215532 18.612161472439766 104.48662509769201 425.45429826527834 320.31113938614726 32.591446094214916 12.087118737399576 11.341702047735451 10.651921939104794 12.072961084544657 9.4643965661525709 6.8243064992129794 6.029489090666174 leaf_count=345 64 501 80 44 133 108 334 366 155 262 767 54 138 623 1972 1708 430 91 93 66 70 49 74 96 internal_value=-0.000596438 0.00243293 0.00696747 0.0220864 0.032741 0.00439651 0.0108034 -0.00158328 0.00068503 0.00989763 -0.00335507 -0.00152033 -0.00195072 -0.0014164 0.000418677 -0.00334294 -0.00121076 -0.0164363 -0.00743723 0.00740312 0.00211438 0.00902489 -0.0128899 -0.00775029 internal_weight=1226.5 284.991 134.097 18.1032 12.6171 115.994 54.1207 150.894 126.094 38.3752 87.719 941.512 899.47 868.864 444.066 424.798 61.8732 30.6063 18.5191 42.0417 31.3897 19.3168 24.7995 17.9752 internal_count=8623 3695 1474 257 213 1217 442 2221 1685 763 922 4928 4679 4441 2110 2331 775 238 147 249 183 113 536 462 is_linear=0 shrinkage=0.05 Tree=188 num_leaves=21 num_cat=0 split_feature=2 2 2 0 0 5 3 2 0 0 0 0 0 0 4 5 0 6 0 2 split_gain=1.6971 4.30197 2.01218 1.82808 4.23595 1.78007 1.78881 1.38101 2.46584 4.18572 3.64517 2.23232 3.80437 1.34436 0.926709 1.91526 2.7799 1.21105 4.73661 3.00626 threshold=5.9500000000000011 5.7500000000000009 10.850000000000003 575.50000000000011 556.50000000000011 6.5000000000000009 5.5000000000000009 4.6500000000000012 579.50000000000011 626.50000000000011 560.50000000000011 569.50000000000011 564.50000000000011 591.50000000000011 5.5000000000000009 1.5000000000000002 599.50000000000011 1.5000000000000002 607.50000000000011 6.1500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 14 4 -3 6 -4 11 10 -10 -9 12 -1 -13 17 -16 -17 18 -2 -19 right_child=2 3 5 -5 -6 -7 -8 8 9 -11 -12 13 -14 -15 15 16 -18 19 -20 -21 leaf_value=0.0020202805276677816 0.0021679775777763244 0.025105654479320196 0.016423727115092612 0.027318976735562685 -0.021412727622310168 0.027677591554331468 -0.018855635992954183 -0.0021497039215102555 0.0063819844097647935 -0.017013253792408447 -0.022791305802665241 -0.0065192659317215755 0.028378512011988641 0.00015703198093984391 0.009351956579338001 -0.011174749661894898 0.020529838264803056 -0.032475655797587766 -0.023756747355158425 -0.0043747840982696646 leaf_weight=64.571961743757129 162.61772588267922 9.9330418324098009 6.1178802214562911 17.917809292674065 7.8221702128648749 8.0568932462483627 6.2209284929558635 52.154901884496212 76.002181120216846 24.416376933455467 36.277684666216373 93.16509485244751 16.614913523197174 371.58826949447393 13.562844101339577 138.278958003968 6.2710271924734107 9.816150199621914 18.73442779481411 91.174103809520602 leaf_count=524 1400 105 78 86 50 152 148 505 388 103 241 495 86 1650 97 1749 28 55 81 638 internal_value=-0.00172328 -0.000279331 -0.00412067 0.016426 0.00429611 0.0108162 -0.00106854 -0.00111836 -0.00479251 0.00053256 -0.0108336 0.000149888 0.00775499 -0.0011817 -0.00484659 -0.00792484 -0.00963335 -0.00308323 -0.000598327 -0.00744682 internal_weight=1231.32 770.464 460.851 35.673 17.7552 20.3957 12.3388 734.791 188.851 100.419 88.4326 545.94 81.1869 464.753 440.455 158.113 144.55 282.342 181.352 100.99 internal_count=8659 4233 4426 241 155 378 226 3992 1237 491 746 2755 610 2145 4048 1874 1777 2174 1481 693 is_linear=0 shrinkage=0.05 Tree=189 num_leaves=16 num_cat=0 split_feature=2 4 0 0 0 0 2 0 2 0 2 0 0 0 2 split_gain=0.763121 2.06959 2.16636 2.00934 6.45594 2.21711 2.02189 2.87289 1.96751 0.765384 2.19958 1.90554 1.88855 2.04636 1.50447 threshold=2.5500000000000003 5.5000000000000009 616.50000000000011 599.50000000000011 609.50000000000011 638.50000000000011 1.0500000000000003 585.50000000000011 2.6500000000000008 580.50000000000011 6.0500000000000007 599.50000000000011 579.50000000000011 578.50000000000011 6.5500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 6 -5 -6 -1 -8 -2 12 11 -11 13 -10 -12 right_child=8 2 -4 4 5 -7 7 -9 9 10 14 -13 -14 -15 -16 leaf_value=-0.0056799440716224616 -0.020559903490626266 0.001130872905456815 -0.027571918362193873 -0.028963339706058529 0.012539299402136023 -0.00079828620793220546 0.0047291760147363214 0.036345316300290892 -0.00023026058968267295 -0.0063549809565066964 -0.01794791331560781 0.0014492930372840018 0.02009942780127659 -0.025233921857046784 -0.0051376076689133602 leaf_weight=9.6425885707139951 12.771510630846022 14.078785598278047 10.723565965890883 15.323979422450064 49.853272557258606 78.534572586417198 16.21683602780104 13.107397094368933 521.74075744953007 113.22910162806511 32.73342490196228 245.58359289169312 10.212118856608866 7.324180766940116 81.543170034885406 leaf_count=46 60 81 45 72 205 362 102 61 5282 605 159 1070 58 46 400 internal_value=-0.00119354 0.0015536 -0.0116729 0.00343037 0.000631435 0.00439897 0.0133538 0.0197584 -0.00175539 -0.00149317 -0.00295951 -0.00101039 -0.000194458 -0.000632787 -0.00897423 internal_weight=1232.62 207.481 24.8024 182.679 143.712 128.388 38.9668 29.3242 1025.14 1012.37 473.089 358.813 539.277 529.065 114.277 internal_count=8654 974 126 848 639 567 209 163 7680 7620 2234 1675 5386 5328 559 is_linear=0 shrinkage=0.05 Tree=190 num_leaves=9 num_cat=0 split_feature=0 0 2 4 2 3 4 0 split_gain=1.1983 2.33336 0.656557 1.84342 2.45101 0.552332 2.29319 0.846037 threshold=696.50000000000011 680.50000000000011 8.9500000000000011 3.5000000000000004 9.0500000000000025 2.5000000000000004 3.5000000000000004 668.50000000000011 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 5 -4 -5 6 -1 -7 right_child=-2 -3 3 4 -6 7 -8 -9 leaf_value=0.011530347410306679 0.015720792279084617 -0.017545845534311908 0.030591275286743699 0.029488995295173799 0.00047359622212871458 0.00075401808424366105 -0.016240706962336919 0.012844482512043294 leaf_weight=10.831843957304956 12.695602960884569 16.022740505635738 5.6321385838091365 7.019519228488206 83.599468242377043 1069.9715977571905 18.77073360234499 13.738027065992354 leaf_count=48 71 74 40 72 1174 7043 90 71 internal_value=0.000991087 0.000821736 0.00108347 0.00503273 0.00307309 0.000733339 -0.00587092 0.000923597 internal_weight=1238.28 1225.59 1209.56 96.2511 90.619 1113.31 29.6026 1083.71 internal_count=8683 8612 8538 1286 1246 7252 138 7114 is_linear=0 shrinkage=0.05 Tree=191 num_leaves=11 num_cat=0 split_feature=0 3 2 2 2 2 0 1 2 5 split_gain=1.5334 1.7968 1.59185 1.10683 3.01691 2.44314 0.735984 4.2055 1.79044 1.39974 threshold=484.50000000000006 7.5000000000000009 11.050000000000002 4.3500000000000005 4.2500000000000009 4.6500000000000012 473.50000000000006 3.5000000000000004 11.15 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 -2 -5 8 -8 9 -1 right_child=1 -3 -4 5 -6 -7 7 -9 -10 -11 leaf_value=0.0081792642869045074 -0.0018373942799081444 0.021752435589444064 -0.021992155712856284 0.010420806466987717 -0.021738913495627257 -0.00043085341483013241 0.04409937680517708 -0.009728932401484253 0.024838226540768393 -0.022899441553157752 leaf_weight=6.3592117391526752 461.29910052940249 7.7317473571747533 7.9768675407394758 55.342164799571037 18.953729458153248 646.55408042203635 6.6466349177062494 6.109392587095499 5.4260014221072188 6.053827035240829 leaf_count=182 2279 89 126 311 103 4931 129 134 160 201 internal_value=-0.00053376 -0.000823744 -0.000992749 -0.000828356 -0.00267676 0.000431258 0.0103282 0.0191222 0.0030933 -0.00718225 internal_weight=1228.45 1197.86 1190.13 1182.15 480.253 701.896 30.5951 12.756 17.839 12.413 internal_count=8645 7839 7750 7624 2382 5242 806 263 543 383 is_linear=0 shrinkage=0.05 Tree=192 num_leaves=21 num_cat=0 split_feature=2 6 0 0 3 2 3 0 2 2 0 2 4 2 6 0 3 1 2 0 split_gain=1.23917 1.51583 1.93723 2.159 1.92309 3.03113 1.92559 1.84294 1.57595 2.86672 3.86266 2.08944 1.13152 0.88028 1.86368 1.15045 2.02324 0.598161 0.862739 0.590911 threshold=1.7500000000000002 1.0000000180025095e-35 521.50000000000011 483.50000000000006 6.5000000000000009 7.0500000000000007 4.5000000000000009 468.50000000000006 10.950000000000001 9.8500000000000032 509.50000000000006 8.2500000000000018 6.5000000000000009 1.5500000000000003 1.5000000000000002 600.50000000000011 4.5000000000000009 6.5000000000000009 0.65000000000000002 503.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 3 7 6 -6 -4 -2 9 11 -11 -3 -5 14 15 -1 -17 18 -16 -10 right_child=1 8 4 12 5 -7 -8 -9 19 10 -12 -13 -14 -15 17 16 -18 -19 -20 -21 leaf_value=0.018661844355358004 0.009069332733945475 0.0029031324652358231 8.1349441144639139e-05 0.01883965557207859 -0.0043438775882054803 0.038693561376098612 -0.008922347688421442 -0.023937665985017516 -0.001762697609050968 -0.01226344425619689 0.035528969090876737 -0.0064979616672353737 -0.001233422766198123 -0.015544649187031592 -0.017888817755851504 0.0071024069283405489 -0.01633724807916177 0.000341227700138093 -0.0029203478321265706 -0.026265945505384448 leaf_weight=9.8923288956284505 7.1105119874700886 717.0946465851739 109.00833874568343 26.240388984791934 9.4862363860011083 5.7596608251333228 126.59421248920262 7.777253545820713 5.0226994557306153 5.2551693292334702 13.092940207570789 63.179312923923135 8.6874342150986177 13.918117236346005 23.559482887387276 31.397351861000061 11.847529247403143 12.399942159652708 18.071959421038628 5.3813061751425266 leaf_count=48 242 4358 602 402 72 56 969 164 131 117 101 654 152 66 108 147 53 60 78 61 internal_value=0.000686642 0.00121517 -0.00180262 0.00707855 -0.00360727 0.0129882 -0.00475266 -0.00827996 0.0023437 0.00260959 0.0216557 0.00212818 0.0138124 -0.00408631 -0.00242203 0.00412797 0.000343676 -0.00891245 -0.0117293 -0.0160669 internal_weight=1230.78 1109.69 300.664 49.8156 250.848 15.2459 235.603 14.8878 809.026 798.622 18.3481 780.274 34.9278 121.087 107.169 53.1372 43.2449 54.0314 41.6314 10.404 internal_count=8641 8081 2659 960 1699 128 1571 406 5422 5230 218 5012 554 560 494 248 200 246 186 192 is_linear=0 shrinkage=0.05 Tree=193 num_leaves=18 num_cat=0 split_feature=5 2 3 5 6 3 2 2 4 6 1 2 2 3 3 5 1 split_gain=1.87677 2.62762 1.58787 1.19173 2.15622 1.77234 2.67526 1.29541 1.97582 2.87089 1.39164 1.28833 1.04839 0.728841 0.608784 0.463366 0.307069 threshold=8.5000000000000018 6.3500000000000005 5.5000000000000009 6.5000000000000009 1.5000000000000002 6.5000000000000009 6.6500000000000012 9.3500000000000032 6.5000000000000009 1.0000000180025095e-35 2.5000000000000004 7.1500000000000012 1.9500000000000002 5.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 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 9 -9 11 -1 -12 14 -6 -10 -4 right_child=1 2 16 4 13 -7 -8 8 15 -11 12 -13 -14 -15 -16 -17 -18 leaf_value=0.00021042060025409817 -0.036967360277710699 0.013435987735955422 -0.022034694215741765 0.0017722195268417005 -0.0013953695007008842 -0.0094245060030875988 0.02592849078216793 -0.03174038113696874 0 -0.0029742345950133225 -0.0043247828752366671 0.03278100393058217 0.00039559355303310056 0.0061332915241783413 -0.019869120988391106 0.019414782703688634 -0.0034517250204183225 leaf_weight=6.5977650741115195 7.1985279740765717 7.7855637324973967 5.5857983920723182 21.454535892233253 9.724195651710037 7.6606248999014488 25.259772662073374 13.049371836706994 5.4757219525054079 24.464617595076561 133.65827181562781 5.1951346369460225 923.51089800521731 8.010299960151313 8.7087818384170532 5.0607192069292068 5.1376142539083958 leaf_count=72 102 126 133 179 61 156 324 186 94 267 617 75 5876 77 71 104 105 internal_value=-0.000232367 -0.0133422 -0.00247367 5.57158e-05 0.00588429 0.0115404 0.0152087 -0.000366408 -0.0083117 -0.0136748 0 0.0163905 -0.000200003 -0.00556079 -0.010954 0.00987979 -0.0146119 internal_weight=1223.54 25.7075 18.509 1197.83 80.8182 54.3749 46.7143 1117.01 48.0504 37.514 1068.96 11.7929 1057.17 26.4433 18.433 10.5364 10.7234 internal_count=8625 466 364 8159 868 659 503 7291 651 453 6640 147 6493 209 132 198 238 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 2 2 4 4 split_gain=0.839234 0.59927 2.79822 3.01571 4.84297 2.62901 1.63004 2.71693 2.48386 3.2507 2.65287 0.949638 1.0019 threshold=1.5000000000000002 4.6500000000000012 4.5000000000000009 3.5000000000000004 3.5500000000000003 3.6500000000000008 2.5000000000000004 2.5000000000000004 1.5000000000000002 6.2500000000000009 4.9500000000000011 6.5000000000000009 4.5000000000000009 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=-0.012902254671756175 0.0087905236230359143 -0.031258174601835512 0.00050900673515651498 0.00088689558027164612 0.031621160705477165 -0.011203871808054376 -0.0013781641863310581 0.0025394627588580781 -0.013806593467620332 0.017721396357958795 -0.00092227453737784692 0.011383242044373115 -0.0047292738308746338 leaf_weight=12.136689096689222 39.845010409131646 10.651587203145029 253.94871960580349 25.255502518266439 25.900732412934303 26.46930368617177 49.357079327106476 11.353683464229105 42.25883317925036 38.769731400534511 545.43711524643004 14.156820975244043 140.16119920834899 leaf_count=59 204 51 1171 159 187 154 261 64 289 242 5060 79 708 internal_value=-0.000326074 -0.000186812 0.00108198 0.00785178 0.0168516 0.000687617 -0.00115004 -0.0142505 -0.000695673 0.00707279 -0.00187911 -0.000868103 -0.00134853 internal_weight=1235.7 1223.57 525.737 117.471 51.1562 66.3143 697.828 22.0053 675.823 88.1268 587.696 408.267 394.11 internal_count=8688 8629 2662 704 346 358 5967 115 5852 503 5349 1958 1879 is_linear=0 shrinkage=0.05 Tree=195 num_leaves=9 num_cat=0 split_feature=0 2 0 0 0 1 2 2 split_gain=1.66288 1.17377 2.66136 1.57757 2.01479 1.62212 0.794887 0.0373335 threshold=473.50000000000006 11.050000000000002 481.50000000000006 506.50000000000006 510.50000000000006 4.5000000000000009 9.7500000000000018 11.550000000000002 decision_type=2 2 2 2 2 2 2 2 left_child=6 2 -2 5 -5 -4 -1 -3 right_child=1 7 3 4 -6 -7 -8 -9 leaf_value=-0.002572740188960788 0.025516448606268539 -0.0078243579484990732 -0.014548479199217465 0.022007270871803087 0.00056598590892858536 0.011145513266134142 -0.025019845421155845 -0.01993315389364933 leaf_weight=8.2051505539566296 9.6904083471745235 5.2562375683337432 30.126181105151772 10.081620870158075 1135.0211761500686 6.6427265126258126 8.3689710330218059 5.1066114939749241 leaf_count=262 176 68 599 142 6850 110 259 105 internal_value=0.000289631 0.000516489 0.000672479 0.000443152 0.000778157 -0.00960199 -0.0149705 -0.0154605 internal_weight=1218.5 1201.92 1191.56 1181.87 1145.1 36.7689 16.5741 10.3628 internal_count=8571 8050 7877 7701 6992 709 521 173 is_linear=0 shrinkage=0.05 Tree=196 num_leaves=8 num_cat=0 split_feature=4 3 0 4 0 2 0 split_gain=1.12296 1.10295 0.927077 0.88241 0.866023 0.736627 0.864756 threshold=7.5000000000000009 7.5000000000000009 686.50000000000011 1.5000000000000002 622.50000000000011 5.8500000000000005 506.50000000000006 decision_type=2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 -2 -7 right_child=5 -3 -4 4 -6 6 -8 leaf_value=-0.014171825808359323 0.025038019495091702 0.015855288057259793 -0.010643496827929253 -0.00049180437668872132 0.002889819469630725 0.015154106654777292 -0.0064007076155818098 leaf_weight=9.7729237750172597 5.9331010486930635 9.9075940717011672 19.557095631957054 914.60458663105965 237.40679402649403 8.4382977960631269 7.9719114117324343 leaf_count=46 52 171 100 6894 1000 189 84 internal_value=0.00024232 2.52681e-05 -0.000116563 6.53451e-05 0.000202647 0.0111035 0.0046296 internal_weight=1213.59 1191.25 1181.34 1161.78 1152.01 22.3433 16.4102 internal_count=8536 8211 8040 7940 7894 325 273 is_linear=0 shrinkage=0.05 Tree=197 num_leaves=15 num_cat=0 split_feature=0 6 1 0 2 2 5 1 0 0 0 6 1 0 split_gain=1.44831 1.65494 3.27762 2.60293 3.48944 11.0914 2.58558 1.96258 3.61138 1.8778 1.60482 1.10291 3.02606 0.566654 threshold=665.50000000000011 1.5000000000000002 6.5000000000000009 496.50000000000006 6.9500000000000011 6.7500000000000009 1.5000000000000002 5.5000000000000009 641.50000000000011 618.50000000000011 672.50000000000011 1.5000000000000002 6.5000000000000009 618.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 -3 5 -5 -6 9 -9 -1 -2 -12 -13 -4 right_child=10 3 13 4 6 -7 -8 8 -10 -11 11 12 -14 -15 leaf_value=-9.5851001714503106e-05 -0.022805839549831529 0.028702634365432973 0.0045066838948744983 0.0021929360453237247 0.01397139579793681 0.052904507971446225 -0.011025467255196385 -0.011100736033423528 0.012346594044519092 -0.0095654013315021342 0.0064694673101326336 -0.029038844862172272 0.0079295297248462605 0.018309020580007159 leaf_weight=501.74665555730462 13.671777307987211 8.1020899033173901 14.353304237127302 352.75051041319966 11.010294318199156 10.142671275883911 72.077003685757518 115.86204693093896 18.065081387758255 57.604835718870163 16.076493009924889 9.9254393428564089 10.233707904815672 20.579511657357216 leaf_count=4554 58 175 69 1859 59 64 593 625 75 242 89 49 52 86 internal_value=-0.000527128 -0.000167114 -0.00164745 0.00219432 0.00163842 0.00376553 -0.00752679 -0.00241349 -0.00783286 -0.00109533 -0.00878675 -0.00289261 -0.0105479 0.0130603 internal_weight=1232.2 1182.29 728.211 454.083 445.98 362.893 83.0873 693.279 133.927 559.351 49.9074 36.2356 20.1591 34.9328 internal_count=8649 8401 5651 2750 2575 1923 652 5496 700 4796 248 190 101 155 is_linear=0 shrinkage=0.05 Tree=198 num_leaves=24 num_cat=0 split_feature=0 4 0 2 2 3 0 2 6 0 0 2 2 0 6 0 2 2 0 0 0 6 3 split_gain=3.0108 1.27125 4.25637 1.73329 3.01685 1.83763 1.18936 2.21467 1.1288 3.02082 1.77557 0.881386 2.60701 1.85468 3.3826 2.95321 1.50599 1.35451 1.65749 1.41457 2.82845 1.06267 0.343103 threshold=578.50000000000011 4.5000000000000009 523.50000000000011 5.9500000000000011 4.6500000000000012 5.5000000000000009 575.50000000000011 5.3500000000000005 1.5000000000000002 532.50000000000011 460.50000000000006 1.8500000000000003 2.8500000000000001 610.50000000000011 1.5000000000000002 595.50000000000011 2.9500000000000006 1.3500000000000003 625.50000000000011 609.50000000000011 627.50000000000011 2.5000000000000004 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 left_child=1 2 22 4 -4 -5 8 -8 10 -10 -3 17 13 15 -15 -13 -14 19 -19 -2 -21 -18 -1 right_child=11 6 3 5 -6 -7 7 -9 9 -11 -12 12 16 14 -16 -17 21 18 -20 20 -22 -23 -24 leaf_value=-0.014622140855890682 -0.015080289153258028 -0.023297336345873654 0.0041579439863565415 0.011034401130206761 -0.016661969134313649 -0.0054673799597507785 -0.00042698224055498539 0.033735012820007994 0.019801013215670158 0.0016096301377117577 0.0016264586791909898 -0.0032261892171503168 0.014187592031209645 0.0054114611791356293 -0.017191806577389463 -0.034884781529806001 -0.0040881366271888235 0.022419115762395986 0.00012943778097713747 0.019271573324213292 -0.004671998384178656 0.0019689715577103305 -0.034745898350207131 leaf_weight=7.9307739567011577 17.115239843726158 6.3362067779526106 38.837876882404089 53.385854192078114 29.710320394486189 23.272298730909824 9.4659545719623583 7.9302620813250533 31.52841155603528 79.570826448500156 255.56578107830137 13.500679776072504 12.219192728400229 30.660867586731911 33.486868292093277 16.963209390640259 364.07242953032255 12.894813001155851 22.041681587696075 14.801777064800261 55.014198675751686 88.456938870251179 7.3402415160089731 leaf_count=115 80 290 240 366 216 183 57 53 451 587 2784 68 53 130 139 81 1760 57 93 62 256 409 144 internal_value=-0.000905592 0.00183545 -0.00188273 0.000795853 -0.0049038 0.00595442 0.00337753 0.0158616 0.00274107 0.00694728 0.000918135 -0.00312891 -0.00396845 -0.0115047 -0.00639408 -0.021562 -0.00240211 0.000684766 0.00889046 -0.00261973 0.000534157 -0.00289138 -0.0261432 internal_weight=1232.1 550.875 160.477 145.206 68.5482 76.6582 390.397 17.3962 373.001 111.099 261.902 681.228 559.36 94.6116 64.1477 30.4639 464.749 121.868 34.9365 86.9312 69.816 452.529 15.271 internal_count=8674 5486 1264 1005 456 549 4222 110 4112 1038 3074 3188 2640 418 269 149 2222 548 150 398 318 2169 259 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=20 num_cat=0 split_feature=2 0 1 5 0 3 2 0 5 5 2 1 0 3 2 2 2 3 0 split_gain=1.37513 2.29428 3.00012 5.1092 2.39171 1.89135 1.72805 1.40737 3.53056 1.05623 1.02089 2.6222 2.2889 1.19716 0.878581 0.854734 0.89443 3.43813 0.873073 threshold=5.7500000000000009 546.50000000000011 3.5000000000000004 3.5000000000000004 544.50000000000011 4.5000000000000009 5.4500000000000011 655.50000000000011 1.5000000000000002 4.5000000000000009 5.9500000000000011 4.5000000000000009 568.50000000000011 4.5000000000000009 3.3500000000000001 11.850000000000003 10.850000000000003 5.5000000000000009 526.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 9 -7 14 -9 -1 11 12 -2 -13 -4 16 18 -18 -12 right_child=10 2 7 -5 -6 6 -8 8 -10 -11 15 13 -14 -15 -16 -17 17 -19 -20 leaf_value=-0.0031960621535425137 0.0074450413690577994 -0.0044762997120089063 0.00083030347393512271 0.038456632458177736 -0.039784090157897634 -0.0068235839287504778 -0.034145342481877457 -0.00055307916204540904 0.023105839996684571 0.022188472642906212 -0.0022402352410744713 0.010586891674829979 0.046012617566787276 -0.012228309584515255 -0.0031469718537282549 -0.01533884558932869 0.040244617205771833 -0.0063661272752779108 0.0030534352444706318 leaf_weight=7.9852098077535612 9.6272811833769101 13.611770018935205 239.33158007264137 12.38131909817457 5.1491373032331458 35.163541486486793 6.3737903889268628 59.488820120692253 20.24829901009798 6.4647116400301456 98.984542910009623 10.104057244956495 6.5245157182216635 10.843051947653292 323.47125285491347 5.9373098565265527 5.9847669303417197 8.2609660075977427 340.69503161497414 leaf_count=60 92 70 1093 69 45 375 81 279 96 59 1724 51 35 66 1746 177 68 137 2302 internal_value=0.000649252 -0.000726902 0.000119702 0.0164558 -0.00991802 -0.00643358 -0.0118377 -0.000557928 0.00560467 0.00853812 0.00267725 0.0105798 0.0250903 -0.0010144 -0.0014483 0.00200729 0.00227839 0.0142429 0.00184795 internal_weight=1226.63 729.669 668.533 25.9931 61.1364 55.9873 41.5373 642.54 79.7371 14.4499 496.962 37.0989 16.1518 20.9471 562.803 459.863 453.925 14.2457 439.68 internal_count=8625 3973 3353 139 620 575 456 3214 375 119 4652 244 127 117 2839 4408 4231 205 4026 is_linear=0 shrinkage=0.05 Tree=200 num_leaves=8 num_cat=0 split_feature=0 0 4 6 6 0 4 split_gain=2.72821 1.57117 2.80491 2.13931 1.36375 1.45571 0.95291 threshold=701.50000000000011 665.50000000000011 2.5000000000000004 1.5000000000000002 4.5000000000000009 661.50000000000011 1.5000000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 -4 5 6 -1 right_child=-2 2 3 -5 -6 -7 -8 leaf_value=-0.015333721986045531 0.025469871077201819 0.010467392251924059 -0.001614521325647965 -0.028469555507372908 -0.012744682234373628 0.020710170892907897 0.00038611422590807795 leaf_weight=8.7124808430671674 9.4717654362320882 11.673087209463118 13.364239431917669 17.327813059091568 19.03617637231946 7.7694592475891104 1139.9784163273871 leaf_count=40 55 55 69 78 99 36 8189 internal_value=5.47689e-05 -0.000159526 -0.00950814 -0.0173538 0.000180946 0.000408858 0.000249301 internal_weight=1227.33 1217.86 42.3651 30.6921 1175.5 1156.46 1148.69 internal_count=8621 8566 202 147 8364 8265 8229 is_linear=0 shrinkage=0.05 Tree=201 num_leaves=17 num_cat=0 split_feature=2 4 0 1 2 3 0 5 3 1 5 3 0 5 1 3 split_gain=1.4603 2.41219 3.16698 2.43303 2.06696 4.13143 2.50063 1.59901 1.25859 1.80118 1.56558 1.11932 1.03908 2.3018 1.36793 0.761334 threshold=9.0500000000000025 3.5000000000000004 521.50000000000011 3.5000000000000004 8.7500000000000018 4.5000000000000009 527.50000000000011 8.5000000000000018 5.5000000000000009 3.5000000000000004 5.5000000000000009 5.5000000000000009 546.50000000000011 7.5000000000000009 3.5000000000000004 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 -2 8 -4 7 -6 -7 12 10 -10 -3 -9 13 -1 -14 -5 right_child=1 2 3 15 5 6 -8 11 9 -11 -12 -13 14 -15 -16 -17 leaf_value=-0.002170851283356832 0.0232782154705822 0.0059150007845007076 0.0055267150211731498 -0.0096515929459064127 -0.016879379858288059 0.006888948013724268 0.050089790939240243 -0.0031022396258746018 -0.0041898056262125831 0.020822818391087253 -0.02637766321340422 -0.031187573722398762 0.008916221711446343 -0.027412643584599317 0.00013816501376160317 -0.028146050081162107 leaf_weight=172.99528113473207 5.2581023778766385 6.4315616311505419 8.24803503975272 10.026399083435534 5.9298233836889294 7.1462848335504514 6.6822166964411736 8.6220079893246275 14.420856477692725 12.391417073085902 6.6083985418081284 5.9985478827729812 45.830721393227577 8.6091262549161893 878.14740604907274 25.682458888739347 leaf_count=1978 39 103 71 68 47 114 51 125 360 244 133 137 265 136 4600 204 internal_value=-0.000511707 -0.006641 -0.00882941 -0.0179353 -2.30311e-05 0.0156057 0.0300718 -0.000316826 0.00128518 0.00752318 -0.0108073 -0.0162041 -8.77557e-05 -0.00353841 0.000588144 -0.0234937 internal_weight=1229.03 89.0672 83.8091 43.9569 1139.96 19.7583 13.8285 1120.2 39.8522 26.8123 13.04 14.6206 1105.58 181.604 923.978 35.7089 internal_count=8675 1222 1183 343 7453 212 165 7241 840 604 236 262 6979 2114 4865 272 is_linear=0 shrinkage=0.05 Tree=202 num_leaves=11 num_cat=0 split_feature=1 0 6 1 4 0 4 4 4 2 split_gain=0.766152 1.14752 1.46119 0.746505 2.92042 2.16609 2.94499 2.00551 1.60086 1.41843 threshold=7.5000000000000009 674.50000000000011 1.5000000000000002 5.5000000000000009 3.5000000000000004 562.50000000000011 5.5000000000000009 4.5000000000000009 2.5000000000000004 5.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 8 6 -5 -7 -1 -6 right_child=-2 2 -4 5 9 7 -8 -9 -10 -11 leaf_value=0.0048887009065831637 -0.01379151697598153 0.022995237284640382 0.00079128251156316751 -0.029628058481777648 0.0054438853651914334 0.0032940492848496546 0.0093547628367079503 -0.0052291456556016174 -0.0079259188147571252 0.0010007550408775909 leaf_weight=30.326906602829695 7.5584040358662596 12.596277847886087 17.527682095766068 13.297698650509121 317.15072044543922 174.78825894743204 6.4903284795582286 112.61561680585146 105.74569772183895 421.74839132092893 leaf_count=155 38 71 86 116 1873 769 63 547 606 4284 internal_value=0.00107533 0.00118343 0.010677 0.000928471 0.00167486 -0.00117979 -0.0167665 -3.48727e-05 -0.00501858 0.00291938 internal_weight=1219.85 1212.29 30.124 1182.16 874.972 307.192 19.788 287.404 136.073 738.899 internal_count=8608 8570 157 8413 6918 1495 179 1316 761 6157 is_linear=0 shrinkage=0.05 Tree=203 num_leaves=11 num_cat=0 split_feature=0 0 0 3 0 0 3 2 2 2 split_gain=1.05482 1.29082 1.15961 1.26435 1.10418 1.38725 1.66149 1.02255 2.68183 0.280463 threshold=622.50000000000011 625.50000000000011 620.50000000000011 2.5000000000000004 629.50000000000011 633.50000000000011 2.5000000000000004 0.55000000000000016 1.6500000000000001 2.9500000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 9 -6 -7 -5 -9 -3 right_child=1 4 -4 7 5 6 -8 8 -10 -11 leaf_value=-0.016158224763611544 0.013083521338578799 -0.0017019840351045594 -0.014586728795735124 -0.013985114186322515 0.014087499080517044 0.014168329259257085 -0.00073315142052084962 0.015470265086761843 -0.0011478094133059202 -0.01230232894295019 leaf_weight=12.851218052208422 23.742291510105133 12.446772724390032 15.395421311259268 13.760440580546854 21.427919238805771 19.976484805345535 168.7337634190917 23.927594996988773 897.02032091654837 15.845636650919912 leaf_count=67 97 51 65 67 89 92 732 112 7185 66 internal_value=-0.000605327 0.00219363 -0.00137404 -0.00113895 0.00103825 0.00231467 0.000884302 -0.000910055 -0.000694312 -0.00802688 internal_weight=1225.13 262.173 962.955 947.56 238.431 210.138 188.71 934.708 920.948 28.2924 internal_count=8623 1127 7496 7431 1030 913 824 7364 7297 117 is_linear=0 shrinkage=0.05 Tree=204 num_leaves=25 num_cat=0 split_feature=2 0 5 1 5 5 2 4 0 2 2 3 0 2 2 3 3 4 2 4 0 1 2 3 split_gain=1.07021 2.41948 2.22455 3.04917 2.15995 2.06659 2.04151 1.92854 1.55461 1.551 1.46111 2.93283 2.28886 1.91204 1.43526 1.27955 3.6384 2.30206 1.26735 1.18926 1.18596 1.12872 1.12578 0.740497 threshold=5.0500000000000007 553.50000000000011 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 7.5500000000000007 5.5000000000000009 468.50000000000006 4.7500000000000009 4.3500000000000005 4.5000000000000009 600.50000000000011 4.6500000000000012 8.5500000000000025 3.5000000000000004 4.5000000000000009 5.5000000000000009 4.2500000000000009 4.5000000000000009 462.50000000000006 4.5000000000000009 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 left_child=9 5 4 6 -3 7 -4 -2 20 10 18 13 -13 -12 -6 -11 -17 -18 21 -5 -7 -1 -10 -20 right_child=1 2 3 19 14 8 -8 -9 22 15 11 12 -14 -15 -16 16 17 -19 23 -21 -22 -23 -24 -25 leaf_value=0.00318423348077449 -0.0023910131879028526 0.017298884677482418 0.0058873745189118804 0.0076646929732481807 0.0013962502091913363 0 -0.021389336544695534 0.032970032175367855 -0.0066720288837803553 -0.026487113156598921 0.022899047593693479 0.0028513012418351301 -0.02385325928203464 -0.0016909981303095244 -0.011648954053399045 0.012573062060863185 -0.026705296180722912 0.0037798403136279704 -0.022839496330221341 0.023593939518580548 0.029100088861944796 -0.0028300143304596467 0.0011114144714299658 -0.0028193945865229333 leaf_weight=97.391200575977564 6.9913096465170366 18.932909481227398 24.820218350738287 21.449354566633701 226.76169718801975 8.6799180349335057 8.3135349005460721 6.6963328197598457 173.34197008237243 8.9718409068882448 25.008613988757133 31.034172106534243 9.6467536538839322 10.645774662494658 22.223136998713017 15.496297463774679 18.152956943959001 8.4261660296469909 10.454005494713785 33.62023001909256 5.0394182074815026 367.32785741984844 61.573115134611726 9.3456705212593061 leaf_count=562 58 88 163 116 1258 373 66 68 2022 48 123 219 44 56 134 87 126 73 52 201 99 1743 828 59 internal_value=-0.000382766 0.00107813 0.00376344 0.0106128 0.00145883 -0.00254882 -0.00123623 0.015635 -0.00362851 -0.00186679 -0.00108851 0.00527907 -0.0037816 0.0155747 0.000169959 -0.0101364 -0.00599987 -0.0170729 -0.00211082 0.0177261 0.012084 -0.00155474 -0.00461467 -0.01422 internal_weight=1230.34 618.443 356.121 88.2033 267.918 262.322 33.1338 13.6876 248.634 611.901 560.854 76.3353 40.6809 35.6544 248.985 51.0473 42.0754 26.5791 484.519 55.0696 13.7193 464.719 234.915 19.7997 internal_count=8666 5474 2026 546 1480 3448 229 126 3322 3192 2858 442 263 179 1392 334 286 199 2416 317 472 2305 2850 111 is_linear=0 shrinkage=0.05 Tree=205 num_leaves=24 num_cat=0 split_feature=5 4 0 2 2 2 0 0 2 2 0 2 0 0 0 0 0 0 6 0 0 4 6 split_gain=1.62872 2.53809 2.87512 2.23456 2.62801 1.69515 1.58693 2.87474 0.88942 3.61188 2.38916 2.20875 2.20427 1.84738 1.6068 3.9252 1.76829 2.72871 2.6677 0.827418 0.560362 0.466985 0.00176632 threshold=6.5000000000000009 6.5000000000000009 507.50000000000006 6.7500000000000009 7.3500000000000005 8.1500000000000004 541.50000000000011 523.50000000000011 4.7500000000000009 4.5500000000000007 606.50000000000011 4.1500000000000012 601.50000000000011 538.50000000000011 626.50000000000011 644.50000000000011 600.50000000000011 591.50000000000011 1.0000000180025095e-35 572.50000000000011 473.50000000000006 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 2 2 left_child=8 3 20 6 -5 -6 7 -2 9 11 19 13 -13 -1 16 22 17 -10 -18 -11 -3 -8 -16 right_child=1 2 -4 4 5 -7 21 -9 14 10 -12 12 -14 -15 15 -17 18 -19 -20 -21 -22 -23 -24 leaf_value=-0.018169405157314054 0.0077948365517074222 -0.0035149983905377472 -0.028376389141899799 0.04214066167181748 -0.0066392504857118581 0.01776003434212747 0 -0.037783050947358704 -0.00064548264090560816 0.0124638391985215 -0.003103142207605129 0 -0.017564146786026739 0.0021601859631421565 -0.027332069451145392 0.0064444407945649833 -0.011497163967464794 -0.013911186640154092 0.010674044351695749 0.033361221728317444 0.016922253799507816 0.012398516905560177 -0.016725021152491186 leaf_weight=10.441011724993585 6.9904606249183399 5.2561115548014659 9.2444950900971872 8.3551721582189185 8.8927555484697205 24.634902856312692 11.816066458821295 5.143334973603487 422.40197361353785 11.328819397836925 10.170558124780653 40.071425663307309 31.166161715984344 425.07907177507877 12.926716119050981 18.491453260183334 16.043304458260536 41.824533753097057 64.377677857875824 13.399601496756075 6.0186270996928215 20.18619292974472 11.812591180205343 leaf_count=95 111 158 113 87 120 380 78 63 3858 84 44 247 137 2016 56 78 81 218 283 71 108 135 49 internal_value=0.000467668 0.00634815 -0.00901152 0.010131 0.0182784 0.0111388 0.00205511 -0.01255 -8.76831e-05 0.00136797 0.0166965 0.000271688 -0.00781562 0.00162085 -0.00143743 -0.0106108 -0.000682023 -0.00187874 0.00610278 0.0248384 0.00747721 0.00795671 -0.0233082 internal_weight=1236.07 106.538 20.5192 86.0189 41.8828 33.5277 44.1361 12.1338 1129.53 541.657 34.899 506.758 71.2376 435.52 587.878 43.2308 544.647 464.227 80.421 24.7284 11.2747 32.0023 24.7393 internal_count=8670 1353 379 974 587 500 387 174 7317 2694 199 2495 384 2111 4623 183 4440 4076 364 155 266 213 105 is_linear=0 shrinkage=0.05 Tree=206 num_leaves=21 num_cat=0 split_feature=0 5 6 0 0 1 4 0 0 0 0 5 0 0 0 1 0 6 6 1 split_gain=1.64754 2.50787 2.14592 2.06315 4.09549 1.52211 2.26275 1.76274 2.69911 1.38451 1.50429 1.64329 1.37453 2.61601 2.45198 1.09475 0.970053 0.96668 0.453534 2.49351 threshold=520.50000000000011 8.5000000000000018 1.0000000180025095e-35 470.50000000000006 481.50000000000006 3.5000000000000004 6.5000000000000009 536.50000000000011 527.50000000000011 667.50000000000011 613.50000000000011 1.0000000180025095e-35 504.50000000000006 498.50000000000006 511.50000000000006 6.5000000000000009 554.50000000000011 1.0000000180025095e-35 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 left_child=1 2 12 -4 -5 6 7 8 -2 10 15 -12 13 -1 -14 -7 -9 -3 -11 -20 right_child=5 17 3 4 -6 9 -8 16 -10 18 11 -13 14 -15 -16 -17 -18 -19 19 -21 leaf_value=-0.0017438265010703254 0.011772183643597618 -0.00057048295530669354 -0.043154864570254525 0.024015212657689078 -0.016997994146471216 0.00015178106135558324 0.028275866882451758 0.016462567643041173 -0.028839549256097149 0.001351318233488469 -0.012882487516387648 -0.0021868889815408682 -0.032959526340335742 0.035874181707919367 0.0037684666877279165 0.012054842593469376 0.0022885929360468736 0.024091869271001043 -0.00049492682542852113 0.02852885226816242 leaf_weight=17.722135479561988 6.3140993118286124 6.7609608927741629 5.257815738208591 6.0378652270883313 44.653239930979908 686.31714858300984 9.7413157615810615 18.919257134199142 8.3262004517018777 18.176280304789543 41.501788273453712 250.73834459483624 6.3775214999914196 5.1133994515985242 10.857064023613928 18.9139134734869 34.248584747314453 7.3547906223684549 16.82566657662392 11.722331732511519 leaf_count=454 67 162 177 104 707 4446 86 140 87 98 172 1049 90 82 136 90 198 162 78 58 internal_value=-0.000418683 -0.00622676 -0.00916175 -0.0154007 -0.0116461 0.000152148 0.00686766 0.00335326 -0.0113719 -0.000347904 -0.000749818 -0.0037616 -0.000165853 0.00762161 -0.0106104 0.000494712 0.00763537 0.0126924 0.00796333 0.0118157 internal_weight=1231.88 110.135 96.019 55.9489 50.6911 1121.74 77.5495 67.8081 14.6403 1044.2 997.471 292.24 40.0701 22.8355 17.2346 705.231 53.1678 14.1158 46.7243 28.548 internal_count=8643 2074 1750 988 811 6569 578 492 154 5991 5757 1221 762 536 226 4536 338 324 234 136 is_linear=0 shrinkage=0.05 Tree=207 num_leaves=18 num_cat=0 split_feature=3 2 2 0 2 2 0 5 3 2 0 2 2 5 3 5 2 split_gain=1.11849 1.80218 3.90242 2.50679 4.81997 1.72626 1.71966 2.2706 0.864591 4.14442 0.994947 2.03069 4.52822 2.27507 1.56319 2.74763 1.55149 threshold=3.5000000000000004 5.3500000000000005 5.8500000000000005 615.50000000000011 6.6500000000000012 0.35000000000000003 668.50000000000011 3.5000000000000004 7.5000000000000009 7.1500000000000012 571.50000000000011 6.8500000000000005 6.6500000000000012 6.5000000000000009 4.5000000000000009 1.5000000000000002 4.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 4 -4 -1 7 -7 10 -10 11 12 -2 -13 16 -16 -12 right_child=8 2 3 -5 -6 6 -8 -9 9 -11 14 13 -14 -15 15 -17 -18 leaf_value=0.016562169993019758 -0.0035420492236277086 0.037597127971502373 0.038883647019355955 -0.014579781905525051 -0.0025625258276223842 0.0051730095832732831 -0.016475786491625188 -0.011670470518904973 0.041283692033403201 -0.015256768811820115 -0.0053309396439221697 -0.0014852182112192955 -0.030873039095453188 0.011089884634410687 -0.0047288954036043777 0.0059119308036467899 0.0024297823025204932 leaf_weight=14.474486246705053 212.84093560092151 10.488796465098856 9.7714777663350123 11.435304656624792 19.225605361163616 82.011592775583267 14.958155006170271 25.303010798990726 5.3609198294579965 5.6523322267457843 148.76765175163746 161.47942528966814 15.443802343681453 45.0767308389768 79.936283603310585 238.19186105579138 111.16577024757862 leaf_count=75 1828 56 57 48 135 363 72 135 56 135 667 1886 147 717 382 1234 540 internal_value=0.000321315 0.00386109 0.0117996 0.00424068 0.012068 0.000804511 -0.00113952 0.00108435 -0.000325729 0.0129947 -0.000488168 -0.00229542 -0.00553942 0.00127516 0.000864299 0.0032161 -0.00199616 internal_weight=1211.58 187.668 50.9212 40.4324 28.9971 136.747 122.273 107.315 1023.92 11.0133 1012.9 434.841 228.285 206.556 578.062 318.128 259.933 internal_count=8533 941 296 240 192 645 570 498 7592 191 7401 4578 1975 2603 2823 1616 1207 is_linear=0 shrinkage=0.05 Tree=208 num_leaves=14 num_cat=0 split_feature=2 4 0 0 6 4 0 0 0 0 2 0 2 split_gain=1.20182 1.42731 1.76958 1.7419 1.29586 1.96122 0.851851 1.7337 1.45926 0.971372 2.09436 1.25901 0.761127 threshold=9.7500000000000018 6.5000000000000009 477.50000000000006 555.50000000000011 1.0000000180025095e-35 5.5000000000000009 667.50000000000011 663.50000000000011 680.50000000000011 615.50000000000011 6.1500000000000012 588.50000000000011 1.4500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 -2 -6 7 9 -8 11 -11 -1 -10 right_child=1 2 -4 -5 5 -7 8 -9 12 10 -12 -13 -14 leaf_value=0.0011338372409014142 -0.029519882979973169 0.024050950480130895 -0.0087062607907322821 0.0087971539304383794 -0.020625826823933918 0.011293610322620501 0.019124267371624003 -0.019984289820479933 0.0093488626634112108 -0.0024339023431167121 0.012539589995777837 0.0053383946454712353 -0.0067120226022622902 leaf_weight=595.31298281624913 11.332493984140457 6.6880587600171548 7.7941060122102499 7.548164188861846 10.353265341836961 7.2935469485819331 17.744115054607391 8.3735390007495862 13.021575979888441 246.72964045405388 24.734025835990906 256.27825168520212 14.429945006966589 leaf_count=5201 207 170 126 41 146 124 90 36 73 1022 105 1240 66 internal_value=0.00134455 -0.00607617 0.00667486 -0.011308 -0.0168303 -0.007267 0.00167539 0.00139699 0.00835549 0.0015785 -0.00101025 0.0024098 0.000791509 internal_weight=1227.63 51.0096 14.4822 36.5275 28.9793 17.6468 1176.62 1131.43 45.1956 1123.05 271.464 851.591 27.4515 internal_count=8647 814 296 518 477 270 7833 7604 229 7568 1127 6441 139 is_linear=0 shrinkage=0.05 Tree=209 num_leaves=18 num_cat=0 split_feature=1 0 4 0 0 0 3 4 0 0 4 4 6 5 4 0 0 split_gain=1.01364 1.7194 2.16723 1.06041 3.09485 1.89892 1.00449 1.4488 0.954216 2.70548 2.26695 1.36555 0.891007 2.31483 1.26842 0.203527 0.094341 threshold=3.5000000000000004 540.50000000000011 4.5000000000000009 494.50000000000006 480.50000000000006 501.50000000000006 4.5000000000000009 5.5000000000000009 514.50000000000011 506.50000000000006 7.5000000000000009 6.5000000000000009 1.0000000180025095e-35 7.5000000000000009 4.5000000000000009 567.50000000000011 528.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 15 4 -2 -5 -4 -8 9 10 -1 16 13 -7 -14 -3 -10 right_child=3 2 6 5 -6 12 7 -9 11 -11 -12 -13 14 -15 -16 -17 -18 leaf_value=-0.016506138146875841 0.0060124017699220251 -0.004835581087734824 -0.0029970115196359501 0.02193482790513868 -0.034200069256770917 0.0014558205615627633 0.0026493161730368857 0.026881620241430454 -0.026662436667960244 0.019988753099559102 0.016237278324442897 0.0036942985942211523 -0.0028449211886459134 0.02573410841519104 0.0010777937446106113 -0.016706601280279617 -0.014272401509036848 leaf_weight=29.316595985088497 9.9444404467940348 9.6398905441164988 11.385292321443556 8.8693358544260246 7.5427643302828065 255.21679897606373 13.985211975872518 11.227002821862696 12.808648444712167 7.7677969150245181 5.4153344174846998 5.6746913697570553 417.31190624460578 9.2639275155961496 403.08166142739356 9.4579464346170408 9.7601521201431733 leaf_count=727 226 65 66 148 193 1711 91 79 143 125 132 64 2130 108 2565 48 101 internal_value=-0.000585518 -0.00480997 0.00167733 -9.64616e-05 -0.0119737 9.96335e-05 0.00881078 0.0142446 -0.00993923 -0.00485026 -0.0109494 -0.0169982 -9.43102e-05 0.00241878 -0.000912532 -0.0115021 -0.0223493 internal_weight=1237.67 126.439 55.6953 1111.23 17.4872 1093.74 36.5975 25.2122 70.7432 42.4997 34.7319 28.2435 1084.87 264.481 820.394 19.0978 22.5688 internal_count=8722 1641 349 7081 419 6662 236 170 1292 984 859 308 6514 1819 4695 113 244 is_linear=0 shrinkage=0.05 Tree=210 num_leaves=22 num_cat=0 split_feature=1 2 2 2 6 1 3 2 2 4 3 4 2 2 3 3 5 2 2 6 3 split_gain=1.47611 1.76761 2.53707 3.87686 2.13591 1.47186 1.24282 1.21737 1.14063 2.96825 3.85801 1.23127 1.09088 1.76713 2.93573 1.7638 1.74377 1.35494 1.06651 1.06593 0.329942 threshold=3.5000000000000004 1.9500000000000002 3.3500000000000001 3.4500000000000006 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 2.9500000000000006 0.8500000000000002 4.5000000000000009 3.5000000000000004 3.5000000000000004 8.5500000000000025 6.2500000000000009 4.5000000000000009 4.5000000000000009 8.5000000000000018 11.050000000000002 3.9500000000000006 1.5000000000000002 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 8 4 -4 6 -6 -3 -1 11 10 -10 20 13 15 -15 -9 17 -14 -5 -13 -2 right_child=1 2 3 18 5 -7 -8 12 9 -11 -12 19 16 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.017129565928180834 -0.00030140865176761706 0.0055245253278202976 -0.025178030156588305 -0.0041432414155011558 0.0059501107887273297 0.016795332869534187 -0.012141162839500457 -0.016707039952235641 -0.022381828803532136 -0.023830695936371181 0.0072509206818376542 0.014291459638773867 0.0018332311643291296 0.0051381415716309498 -0.024072952872212436 0.0051034946931043206 0.024248516105862147 -0.022945291799481606 0.0020591301407289547 -0.0019590548632892591 -0.012283188559856138 leaf_weight=5.2663658484816542 10.805689707398416 20.166810467839241 12.909558415412901 75.537986099720001 77.832042902708054 56.152334488928318 17.573785204440355 12.104999314993618 14.600306779146193 20.450933609157801 35.952606469392776 19.932153135538101 25.600198238622401 11.23265724442899 29.224785631522536 30.399828176014125 6.0006302017718545 5.9040556885302058 698.34339013881981 18.167004317045212 14.050881773233412 leaf_count=30 55 94 70 395 380 246 106 80 64 97 157 96 394 102 477 274 128 158 5031 83 66 internal_value=0.000830741 0.00142559 0.0021814 0.000968161 0.00767336 0.0106231 -0.00267344 -0.0042688 -0.00392149 -0.00822753 -0.00147854 0.000909546 -0.00537874 -0.00855674 -0.0159138 -0.00123427 0.00156094 -0.00321962 0.0014427 0.00656285 -0.00748093 internal_weight=1218.21 1092.48 958.516 786.791 171.725 133.984 37.7406 125.734 133.96 71.0038 50.5529 62.9557 120.467 82.9623 40.4574 42.5048 37.5049 31.5043 773.881 38.0992 24.8566 internal_count=8583 6940 6322 5496 826 626 200 1643 618 318 221 300 1613 933 579 354 680 552 5426 179 121 is_linear=0 shrinkage=0.05 Tree=211 num_leaves=25 num_cat=0 split_feature=0 3 5 6 0 2 5 0 6 0 2 5 3 0 2 5 2 0 3 2 2 5 1 2 split_gain=1.51945 1.93529 4.30057 5.55024 4.63658 2.32351 4.31333 2.52568 2.05523 1.92389 2.09485 1.88795 1.72444 1.55255 1.51536 2.50885 1.98539 1.48657 1.38513 1.62227 1.55614 1.18681 1.01711 0.86767 threshold=573.50000000000011 6.5000000000000009 4.5000000000000009 1.5000000000000002 525.50000000000011 4.6500000000000012 4.5000000000000009 555.50000000000011 1.5000000000000002 510.50000000000006 5.1500000000000012 8.5000000000000018 3.5000000000000004 591.50000000000011 2.5500000000000003 1.5000000000000002 1.2500000000000002 583.50000000000011 6.5000000000000009 0.55000000000000016 1.8500000000000003 6.5000000000000009 5.5000000000000009 5.8500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 6 7 -1 23 11 -11 -7 13 17 16 -16 -15 -2 19 22 -21 -8 -14 -4 right_child=12 2 8 -5 -6 9 21 -9 -10 10 -12 -13 18 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.014975158364041816 -0.0044358677354338367 0 0.0056615838505406635 -0.013391907380776186 0.050936768891215269 0.010525560186534373 0.027796578520601918 0.0068901157817311169 0.019559189670394238 -0.01654484155241456 -0.0021729152294200928 -0.014301787077550837 -0.0010054942801372452 -0.001511790414286656 0.0080565238634029354 -0.0082333244305206488 -0.021204549011204568 -0.0330638512013317 -0.015517019177281103 0.0081751871950636375 -0.001029955654038065 0.0062671633273987271 -0.019009650138402084 -0.01597671190286724 leaf_weight=20.562625993043184 9.2646853476762789 6.4567022360861364 5.1942326026037398 6.9538634242489925 14.300633326172827 46.379322652705014 21.807792050763965 32.898449525237083 6.2270368589088312 27.284057635813951 267.48716307431459 8.0811141645535809 14.488262131810187 25.089336171746254 39.735717356204987 55.058088093996048 26.82690167427063 9.7306857854127866 15.584622651338575 49.872084930539131 468.3682759180665 10.821111414581535 18.227175079286098 17.631035275291651 leaf_count=167 56 144 59 70 109 879 153 196 89 225 2327 167 65 123 171 240 115 53 82 214 2293 98 86 417 internal_value=-0.00114558 0.000994626 0.00959513 0.0233528 0.0359421 -0.000134794 0.00716183 -0.00154862 -0.0037015 -0.00196309 -0.00357153 0.00655995 -0.00259005 -0.00706747 -0.00519839 -0.00133992 -0.0119906 -0.0202712 -0.00126151 -0.000821832 -0.000120445 0.0212039 -0.011451 -0.0108118 internal_weight=1224.33 492.085 56.7635 27.7112 20.7573 435.322 86.09 53.4611 29.0523 349.232 294.771 54.4604 732.246 165.705 146.71 94.7938 51.9162 18.9954 566.54 550.956 518.24 32.6289 32.7154 22.8253 internal_count=8598 5100 888 323 253 4212 614 363 565 3598 2552 1046 3498 758 649 411 238 109 2740 2658 2507 251 151 476 is_linear=0 shrinkage=0.05 Tree=212 num_leaves=18 num_cat=0 split_feature=5 1 2 0 0 0 4 2 2 2 4 0 0 1 0 2 2 split_gain=0.707526 1.45897 2.44019 1.74374 1.2238 2.67147 4.61372 1.37335 1.33126 1.09283 0.681308 1.33677 3.79388 1.15702 2.18712 0.990302 0.627155 threshold=1.0000000180025095e-35 6.5000000000000009 4.0500000000000007 624.50000000000011 658.50000000000011 632.50000000000011 4.5000000000000009 4.8500000000000005 4.5500000000000007 1.9500000000000002 7.5000000000000009 493.50000000000006 533.50000000000011 2.5000000000000004 492.50000000000006 9.0500000000000025 1.0500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 10 3 -3 5 6 8 -8 -1 -5 13 -12 -13 15 -15 -2 -6 right_child=1 2 -4 9 16 -7 7 -9 -10 -11 11 12 -14 14 -16 -17 -18 leaf_value=0.026727831256638232 0.021425531869376093 0.016073247909144533 0.022793111916712516 -0.015402935513980543 0.013634808887654679 -0.021686681791522923 -0.031108334830818929 -0.0033423496329633012 0.0017714058237653524 0.0042688429649587719 0.026838046346539909 -0.023714734576944032 0.021788316868316178 -0.013919471920938998 0.0007734534891262804 -0.002427924174357235 -0.00068673082662470269 leaf_weight=11.199076414108278 11.142801730893554 12.448481068015097 19.632601395249367 13.482216544449331 11.128848224878313 20.363998666405678 8.7416137531399745 9.5388531461358053 10.596661910414694 12.539752215147017 6.4207621570676592 7.3925799112767008 9.0649885684251768 24.952525658067316 1020.7025685701519 5.9459905065596095 18.808536529541016 leaf_count=49 168 56 91 63 63 83 45 56 52 55 154 109 65 676 6646 143 85 internal_value=0.000902502 0.001243 0.00890263 0.00128935 -0.00331827 -0.00740536 8.1004e-05 -0.017804 0.0154238 -0.00593108 0.00082064 0.00918951 0.00087477 0.000627309 0.000405094 0.013174 0.00474414 internal_weight=1234.1 1143.73 58.1031 38.4704 90.3776 60.4402 40.0762 18.2805 21.7957 26.022 1085.62 22.8783 16.4576 1062.74 1045.66 17.0888 29.9374 internal_count=8659 8226 265 174 433 285 202 101 101 118 7961 328 174 7633 7322 311 148 is_linear=0 shrinkage=0.05 Tree=213 num_leaves=17 num_cat=0 split_feature=2 0 0 0 4 0 2 4 2 6 4 0 0 0 2 5 split_gain=1.55237 2.09722 3.14204 2.85313 2.4919 1.94666 2.86079 2.41601 1.81058 3.05746 4.17418 4.05753 2.53833 1.82133 2.96339 1.78247 threshold=4.3500000000000005 547.50000000000011 541.50000000000011 556.50000000000011 5.5000000000000009 591.50000000000011 3.1500000000000008 3.5000000000000004 4.4500000000000011 2.5000000000000004 3.5000000000000004 537.50000000000011 593.50000000000011 626.50000000000011 5.7500000000000009 5.5000000000000009 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 6 -5 -7 12 13 -11 -12 -2 15 -15 -10 right_child=8 3 -4 5 -6 7 -8 -9 9 10 11 -13 -14 14 -16 -17 leaf_value=-0.020447482806082402 0.032522372493944574 0.022448083569893751 -0.043640498269153311 0.00036079398344446702 0.015144836557068751 -0.0061792333699091651 -0.015685252283445573 0.0025997940522228488 0.0017036867322218652 -0.012124582725646302 -0.011886116394765627 0.019071377864406918 -0.00039938021267020069 -0.020444140849472003 0.0058224566626091795 -0.004771477452257534 leaf_weight=9.9276467785239273 9.8608280867338198 10.880496777594088 6.5610107295215121 51.547927804291248 7.8771956618875256 119.68201818317175 57.659588772803545 222.04171465337276 448.43687156401575 17.770128883421421 11.711719661951063 64.464343369007111 12.014129534363745 26.636036455631256 16.573131948709488 138.13203726848587 leaf_count=93 61 75 55 266 77 533 337 984 3545 93 151 367 54 113 70 1787 internal_value=-0.000293857 -0.00249244 -0.0165169 -0.0017076 -0.00446689 -0.0023499 -0.00813131 -0.000469357 0.00113448 0.000688511 0.00905589 0.0141547 0.0149955 -0.000564132 -0.0103525 0.000164805 internal_weight=1231.78 486.178 24.3659 461.812 17.8048 450.931 109.208 341.724 745.599 723.724 93.9462 76.1761 21.875 629.778 43.2092 586.569 internal_count=8661 2420 225 2195 170 2120 603 1517 6241 6126 611 518 115 5515 183 5332 is_linear=0 shrinkage=0.05 Tree=214 num_leaves=14 num_cat=0 split_feature=0 0 0 2 0 2 0 1 2 4 0 0 2 split_gain=2.5547 2.14932 1.76869 2.54251 1.6949 1.1866 1.39487 1.68237 1.04864 1.23923 0.935725 3.64093 2.58093 threshold=622.50000000000011 625.50000000000011 615.50000000000011 5.4500000000000011 614.50000000000011 6.1500000000000012 628.50000000000011 5.5000000000000009 2.5500000000000003 3.5000000000000004 587.50000000000011 590.50000000000011 1.1500000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 8 10 6 -3 -8 -4 -10 12 -12 -1 right_child=1 5 3 -5 -6 -7 7 -9 9 -11 11 -13 -14 leaf_value=0.02636511280165605 0.018065819595033377 -0.010722232454948896 -0.0029801366894769907 0.0063767416699026516 0.021111242680572472 0.015363992329664121 0.0085250599133402088 -0.0006769055340490205 -0.0066356704668539121 -0.028474359039807232 0.016520253301257865 -0.00092568722752839219 -0.0025720186829797671 leaf_weight=6.7803814485669127 23.782186269760132 19.901452466845512 12.416401043534277 16.629213780164719 7.5997291058301917 15.881658554077147 78.585827276110649 129.46979317814112 11.661162048578264 19.35387496650219 33.324339628219604 229.07679476588964 625.78556783916429 leaf_count=36 98 83 51 71 33 67 331 571 49 84 164 1109 5893 internal_value=-0.00031218 0.00399495 -0.0015177 -0.00976316 -0.000953283 0.00253398 0.00155509 0.00279906 -0.0160598 -0.0208833 -0.00116958 0.00132523 -0.00221283 internal_weight=1230.25 267.621 962.627 60.0607 902.567 243.839 227.957 208.056 43.4314 31.015 894.967 262.401 632.566 internal_count=8640 1150 7490 255 7235 1052 985 902 184 133 7202 1273 5929 is_linear=0 shrinkage=0.05 Tree=215 num_leaves=16 num_cat=0 split_feature=5 0 0 0 0 6 4 2 0 2 4 6 2 0 1 split_gain=1.06966 1.69509 2.17901 1.61167 1.98909 1.4517 1.31653 1.745 1.26149 2.75725 0.880982 1.4111 0.845915 0.815058 0.323316 threshold=7.5000000000000009 481.50000000000006 466.50000000000006 498.50000000000006 521.50000000000011 1.0000000180025095e-35 5.5000000000000009 8.3500000000000032 558.50000000000011 9.0500000000000025 6.5000000000000009 1.0000000180025095e-35 9.1500000000000004 489.50000000000006 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 12 -6 -3 -8 9 10 11 -2 -5 -11 -4 right_child=8 3 14 4 5 -7 7 -9 -10 13 -12 -13 -14 -15 -16 leaf_value=-0.0064447114429549493 0.0012316120074437713 0.0036732042411324857 0.035542507995991034 0.01201947525586658 -0.0037390738217639797 0.00055302839583330093 -0.0021442065190250561 -0.043296673094992105 0.0058886182389825872 -0.005663151438960649 -0.037876189650994749 -0.025113068202725658 -0.0025009663580417524 0.016234261710968784 0.012433454671187581 leaf_weight=6.8230811813846257 7.9715706044808092 5.1611217251047483 6.2730836402624828 45.864089634269476 257.61562533304095 821.66493573412299 5.0574286915361863 5.1994267124682665 12.800161726772783 7.5238224985077959 5.9362210510298601 11.188966939225791 11.689883677288888 7.2697885008528829 5.031278170645237 leaf_count=256 135 126 119 601 1691 4510 116 136 82 182 129 186 177 89 93 internal_value=-0.000279152 3.31428e-05 0.0147995 -0.000207459 1.27602e-05 -0.000469346 -0.0157615 -0.0254425 -0.00718049 -0.0115379 -0.0213732 -0.0143872 0.00899247 0.00512753 0.02751 internal_weight=1223.07 1170.38 18.1274 1152.25 1136.83 1079.28 15.418 10.2569 52.6905 39.8904 25.0968 19.1605 57.554 14.7936 11.3044 internal_count=8628 7825 468 7357 6979 6201 378 252 803 721 450 321 778 271 212 is_linear=0 shrinkage=0.05 Tree=216 num_leaves=12 num_cat=0 split_feature=0 0 0 0 2 5 0 2 2 2 2 split_gain=1.38543 1.38129 1.60368 1.42208 1.31743 1.74126 1.02781 0.745739 1.94108 0.484104 0.0319123 threshold=692.50000000000011 643.50000000000011 638.50000000000011 648.50000000000011 10.850000000000003 6.5000000000000009 637.50000000000011 3.9500000000000006 2.1500000000000008 3.3500000000000001 2.6500000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 6 -6 -1 8 -5 -4 -3 right_child=-2 3 9 7 5 -7 -8 -9 -10 -11 -12 leaf_value=-3.9589590196967145e-06 -0.014145737518373287 0.019808586537375699 -0.019102098794591703 0.0066877393963187389 0 0.029641105046372046 0.017614045156922758 0.010489455847436676 -0.010005077703278797 -0.0041868782093242166 0.011189902707527392 leaf_weight=1045.6971363010816 15.033150300383566 12.162000164389612 12.268935337662699 44.153486587107182 11.14968300657347 7.8565532118082038 7.3399516791105262 22.766823083162308 27.328328430652618 12.226720824837683 12.267222374677656 leaf_count=7587 82 50 50 201 210 152 30 98 118 51 50 internal_value=0.000443474 0.000639547 7.81749e-05 0.00574065 0.000377099 0.0130903 0.000130694 0.0028121 0.000186911 -0.0123097 0.0162875 internal_weight=1230.25 1215.22 1096.54 118.678 1072.04 19.0062 1053.04 94.2486 71.4818 24.4957 24.4292 internal_count=8679 8597 8080 517 7979 362 7617 417 319 101 100 is_linear=0 shrinkage=0.05 Tree=217 num_leaves=11 num_cat=0 split_feature=0 2 2 6 4 0 3 2 0 0 split_gain=1.66735 1.37607 1.84046 1.36079 3.23718 2.33738 1.33824 1.24425 1.0767 0.932665 threshold=468.50000000000006 3.3500000000000001 3.2500000000000004 2.5000000000000004 2.5000000000000004 658.50000000000011 2.5000000000000004 9.7500000000000018 665.50000000000011 608.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 -2 -5 -3 -1 9 -8 right_child=1 6 -4 5 -6 -7 8 -9 -10 -11 leaf_value=0.032762559476321354 -0.012448753275354184 0.012661142313378951 0.021248897197198881 -0.0090348436923679051 0.0061992656383001903 0.012206984812587652 -0.00017992285926060695 0.00206759044931927 0.017458210296715342 -0.0043303040965913028 leaf_weight=6.0205537802539748 24.968576140701771 17.780718073248863 12.727865096181629 51.114434331655502 216.81292491778731 16.140842586755753 702.13419525697827 7.2173750903457403 6.9594944715499869 167.59573043137789 leaf_count=211 116 84 65 228 1038 76 5844 245 33 721 internal_value=0.000678002 0.00047424 0.00327514 0.0024526 0.00420956 -0.00375953 -0.000530265 0.0176993 -0.000817627 -0.000989492 internal_weight=1229.47 1216.23 321.765 309.037 241.782 67.2553 894.47 13.2379 876.689 869.73 internal_count=8661 8205 1523 1458 1154 304 6682 456 6598 6565 is_linear=0 shrinkage=0.05 Tree=218 num_leaves=11 num_cat=0 split_feature=0 3 6 0 0 6 2 1 0 0 split_gain=1.88501 2.14903 1.35608 1.01768 2.88388 2.68142 2.56138 2.25812 3.52908 1.38618 threshold=698.50000000000011 2.5000000000000004 1.5000000000000002 543.50000000000011 528.50000000000011 1.0000000180025095e-35 6.8500000000000005 3.5000000000000004 585.50000000000011 546.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -3 -6 8 -5 -9 right_child=-2 3 -4 7 6 -7 -8 9 -10 -11 leaf_value=-0.002708421409057203 0.021102720902802481 0.0075555834181491727 -0.023699248280066275 0.017398989279142834 0.0020478247269472096 -0.0059768705088257554 0.018858168207851692 -0.014399035276290845 -0.012014028690300311 -0.00017310977418215459 leaf_weight=18.627737313508991 10.247009083628653 60.329039580188692 13.31853601336479 39.744564391672611 45.441029002889991 89.64625251898542 46.304008644074202 16.485906053334475 12.604626074433325 883.74243975058198 leaf_count=88 58 1089 60 265 409 1404 422 148 60 4683 internal_value=0.000714461 0.000522958 -0.0120651 0.00087367 0.00376469 -0.0004862 0.0106978 0.000131641 0.0101308 -0.000454866 internal_weight=1236.49 1226.24 31.9463 1194.3 241.72 149.975 91.745 952.578 52.3492 900.228 internal_count=8686 8628 148 8480 3324 2493 831 5156 325 4831 is_linear=0 shrinkage=0.05 Tree=219 num_leaves=16 num_cat=0 split_feature=0 0 0 0 1 2 1 2 0 2 2 0 2 5 4 split_gain=1.71623 1.41181 1.38966 1.3488 1.02411 1.01413 0.932782 1.50047 4.66282 1.41015 2.00721 1.08238 0.806633 0.803115 0.107316 threshold=616.50000000000011 468.50000000000006 488.50000000000006 615.50000000000011 3.5000000000000004 9.2500000000000018 6.5000000000000009 1.3500000000000003 651.50000000000011 0.35000000000000003 1.0500000000000003 649.50000000000011 9.2500000000000018 6.5000000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 4 5 12 -4 9 -8 -9 14 -11 -12 -3 -1 -2 right_child=6 2 3 -5 -6 -7 7 8 -10 10 11 -13 -14 -15 -16 leaf_value=0.026514187044935453 0.0173616557299693 0.0077079125122667671 -0.0015526457135993101 -0.021383500735173089 -0.02633448466722112 0.0052540170796248134 -0.0027174090091254973 -0.00056217660270828894 0.034084064770083737 -0.017471582679489402 0.0036489903080769194 -0.0042099184366110945 -0.015972368640079733 0.0016748834482338143 0.0079696653321243149 leaf_weight=5.9261004873551411 10.841901622712614 6.3569278698414582 814.03999364748597 7.303890883922576 8.6974390940740687 57.418959593400359 18.402783945202827 22.161621958017349 15.868651255965231 13.694992154836653 166.79096965491772 57.896663382649422 5.8779149921610951 7.2942170784808695 12.520188942551611 leaf_count=197 53 143 5758 32 206 594 91 91 74 59 695 247 125 250 56 internal_value=-0.000253204 -0.00135909 -0.00160945 -0.00129137 -0.0140673 -0.00109293 0.00289846 0.00869196 0.0142692 0.00160201 0.000407601 0.0015921 -0.00363813 0.0142424 0.0130673 internal_weight=1231.09 912.915 899.695 878.763 20.9323 871.459 318.178 56.4331 38.0303 261.745 238.383 224.688 12.2348 13.2203 23.3621 internal_count=8671 7305 6858 6384 474 6352 1366 256 165 1110 1001 942 268 447 109 is_linear=0 shrinkage=0.05 Tree=220 num_leaves=20 num_cat=0 split_feature=0 4 2 2 0 0 0 2 2 5 0 5 4 4 5 1 1 5 5 split_gain=1.5046 2.68066 3.41882 3.31053 2.7261 3.1134 1.87288 3.50602 1.55135 1.50182 1.94331 1.82178 1.19432 2.46433 0.95139 3.92762 2.09874 0.948982 0.0722623 threshold=535.50000000000011 6.5000000000000009 10.250000000000002 6.1500000000000012 500.50000000000006 512.50000000000011 538.50000000000011 7.2500000000000009 5.8500000000000005 1.0000000180025095e-35 601.50000000000011 2.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 7.5000000000000009 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 2 14 -3 17 -6 7 -2 9 10 -8 -11 -10 -14 15 -1 -16 -5 -4 right_child=6 3 18 4 5 -7 8 -9 12 11 -12 -13 13 -15 16 -17 -18 -19 -20 leaf_value=-0.023906093501546998 -0.0043861476089951 -0.01814194265249101 -0.016374168195926499 -0.0067139941848184921 0.053641374034089556 0.0097895367926535345 0.013384722066207669 0.037525440570716911 -0.017421151956578812 0.005867814383638619 -0.007816689359370306 0.00044182969258044295 0.0095545083269456682 -0.0032565079962785406 0.018352366588678708 0.013129242507816122 -0.0090986645179627675 0.015291690196960781 -0.033686178373590073 leaf_weight=8.9105519792065007 9.3677610345184821 9.8468707641586644 5.7862150999717405 14.289761689957233 5.959015145897868 11.981653207913039 11.827771700918673 8.8394943997263891 11.250271737575529 287.45772558450699 65.498692899942398 338.67173249274492 42.62401294708252 264.25354676321149 6.5340915694832793 24.594021876342595 86.134334006346762 6.1995173795148721 9.4849795550107938 leaf_count=127 80 131 103 360 97 148 64 73 59 1361 299 1887 234 1723 114 264 1207 143 206 internal_value=0.000361005 -0.00371599 -0.00719403 0.00631189 0.0130057 0.026682 0.00111256 0.0165956 0.000815759 0.00212872 -0.00438043 0.00294627 -0.00206942 -0.00143562 -0.0043282 0.00272739 -0.00693444 0.000113425 -0.0288435 internal_weight=1229.51 189.721 141.444 48.2768 38.4299 17.9407 1039.79 18.2073 1021.58 703.456 77.3265 626.129 318.128 306.878 126.173 33.5046 92.6684 20.4893 15.2712 internal_count=8680 2900 2021 879 748 245 5780 153 5627 3611 363 3248 2016 1957 1712 391 1321 503 309 is_linear=0 shrinkage=0.05 Tree=221 num_leaves=23 num_cat=0 split_feature=2 1 2 5 1 2 2 5 2 4 2 5 2 6 3 4 2 6 2 6 2 2 split_gain=1.38204 2.08185 3.88395 2.01891 3.47164 2.71025 1.95151 1.77545 3.2465 1.72413 1.61288 1.53376 1.51378 1.50782 1.38434 1.35504 3.82546 1.22972 1.08771 0.624604 0.518351 0.409264 threshold=6.8500000000000005 4.5000000000000009 9.7500000000000018 6.5000000000000009 5.5000000000000009 6.3500000000000005 9.8500000000000032 5.5000000000000009 11.050000000000002 3.5000000000000004 6.7500000000000009 2.5000000000000004 10.550000000000002 2.5000000000000004 5.5000000000000009 2.5000000000000004 2.4500000000000006 1.0000000180025095e-35 10.850000000000003 1.0000000180025095e-35 8.0500000000000025 7.5500000000000007 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=3 6 9 10 5 19 13 8 -8 21 15 -11 -4 14 -2 16 -1 -17 -9 -5 -15 -3 right_child=1 2 12 4 -6 -7 7 18 -10 11 -12 -13 -14 20 -16 17 -18 -19 -20 -21 -22 -23 leaf_value=-0.0085820085292616574 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69 internal_value=0.000883242 0.00376539 0.00836987 -8.87206e-05 -0.00973071 -0.0150168 9.69495e-05 0.0106154 0.0213274 0.0113828 0.00047636 0.0141063 -0.0147629 -0.00252399 -0.00433733 0.000750779 0.00771636 0.000174695 -0.000779093 -0.0200156 0.0122558 -0.00133042 internal_weight=1225.7 309.68 136.148 916.017 50.3041 43.542 173.532 34.3869 17.5011 121.099 865.713 99.967 15.0483 139.145 124.87 853.374 63.5767 789.797 16.8859 37.5587 14.2754 21.1322 internal_count=8651 3318 980 5333 480 436 2338 645 281 837 4853 722 143 1693 1567 4767 302 4465 364 362 126 115 is_linear=0 shrinkage=0.05 Tree=222 num_leaves=17 num_cat=0 split_feature=5 0 0 4 0 2 0 0 1 5 0 0 4 0 1 0 split_gain=1.34869 2.83671 4.92926 3.61844 2.95935 2.53554 1.99419 1.82803 1.81128 1.46566 1.38466 1.50499 0.958041 0.981727 0.889604 0.280872 threshold=5.5000000000000009 550.50000000000011 558.50000000000011 5.5000000000000009 545.50000000000011 5.5500000000000007 481.50000000000006 500.50000000000006 3.5000000000000004 6.5000000000000009 625.50000000000011 622.50000000000011 7.5000000000000009 531.50000000000011 6.5000000000000009 554.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 4 15 5 12 -4 -1 8 -8 -5 11 -9 13 -2 -12 -3 right_child=1 2 3 9 -6 -7 7 10 -10 -11 14 -13 -14 -15 -16 -17 leaf_value=0.023249431647551645 -0.0042904266466782318 0.016715888919292397 -0.0047534196728446533 -0.0048359466086851143 -0.035495012446966095 0.016063168247015706 0.0040750772788775477 0.0021093245511580746 -0.032732764233646391 -0.032384070420439323 -0.0034330313091110857 0.014622153077650222 0.0091136117696684806 -0.016971331845210474 0.0038958121736283806 0.037323892707397568 leaf_weight=9.4417135780677182 63.140473211649805 7.3978043012320978 31.513729028403759 10.243847943842413 8.5565075203776342 25.403620898723602 5.1281828125938755 747.29606738500297 6.7874216670170426 9.9736714214086515 187.11866795271635 24.042984664440155 8.4115060390904528 20.470231380313635 51.636575631797314 7.1695100590586662 leaf_count=229 1156 55 172 59 83 144 130 4795 155 61 796 99 162 216 238 57 internal_value=0.000758352 -0.00306746 0.00323749 -0.00185797 -0.00884047 0.00456814 0.00147867 0.00125013 -0.0174154 -0.0195474 0.00149227 0.00252426 -0.00595337 -0.00761805 -0.0018175 0.0289256 internal_weight=1223.73 192.281 91.7022 77.1349 100.579 56.9173 1031.45 1022.01 11.9156 20.2175 1010.09 771.339 92.0222 83.6107 238.755 14.5673 internal_count=8607 2165 548 436 1617 316 6442 6213 285 120 5928 4894 1534 1372 1034 112 is_linear=0 shrinkage=0.05 Tree=223 num_leaves=22 num_cat=0 split_feature=1 6 4 5 2 2 6 2 2 2 6 2 6 5 5 1 2 5 3 6 1 split_gain=1.41077 2.95438 4.98149 2.76095 2.16331 2.69574 1.40386 2.34668 1.38362 1.36249 3.67313 1.16137 3.40002 1.78962 1.13063 1.81785 1.00398 0.838607 1.27588 0.821937 0.54017 threshold=3.5000000000000004 1.5000000000000002 5.5000000000000009 5.5000000000000009 9.7500000000000018 5.8500000000000005 2.5000000000000004 5.8500000000000005 8.2500000000000018 10.050000000000002 1.0000000180025095e-35 9.2500000000000018 1.0000000180025095e-35 4.5000000000000009 8.5000000000000018 4.5000000000000009 6.3500000000000005 8.5000000000000018 6.5000000000000009 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 left_child=1 3 6 4 5 -1 7 -3 16 11 -11 14 -13 -14 19 -16 -4 18 -5 -2 -12 right_child=9 2 8 17 -6 -7 -8 -9 -10 10 20 12 13 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=-0.0065969204716707685 0.0015257162449099904 0.022955584460839323 0.014675099566275624 0.0097933381256555142 0.0074212430261951278 -0.03146598584074186 -0.025929304594459447 -0.016924630313655233 0.0039830493642133936 0.012703206939001189 -0.036349116301516923 -0.013115695199576569 0.0079128523641031276 0.04143084198407538 -0.031715630184697627 0.0040032366994096026 0.050290135665195961 -0.01305679866119 -0.015113883271241574 -0.00132214721064835 -0.013151599122153482 leaf_weight=20.07899391464889 606.5584959955886 5.5006031934171933 5.2469870019704121 22.888333877548579 6.852804420515894 26.571249208413064 7.3075334578752509 7.5223095109686255 5.625363139435648 8.856374919414522 7.0981824626214785 8.8955060271546262 10.141663373447956 6.9458885211497536 6.1172743644565326 6.3055854178965092 5.4891930129379034 7.8913650950416914 5.4872123342938712 432.41043771989644 7.6032531158998609 leaf_count=144 3873 33 39 336 125 345 56 85 80 124 118 101 81 76 117 75 65 187 146 2367 71 internal_value=-0.000428865 -0.00540979 0.00634051 -0.0102846 -0.0173997 -0.02123 -0.00986479 0 0.0261732 0.000143136 -0.0114954 0.000412683 0.0106578 0.0233513 0.000144857 -0.0142654 0.0360439 0.00026315 0.00445607 0.000335519 -0.026272 internal_weight=1227.39 126.462 36.692 89.77 53.503 46.6502 20.3304 13.0229 16.3615 1100.93 23.5578 1077.37 25.9831 17.0876 1051.39 12.4229 10.7362 36.2669 28.3755 1038.97 14.7014 internal_count=8644 1641 358 1283 614 489 174 118 184 7003 313 6690 258 157 6432 192 104 669 482 6240 189 is_linear=0 shrinkage=0.05 Tree=224 num_leaves=18 num_cat=0 split_feature=2 2 2 0 0 2 2 2 4 6 2 0 2 2 3 0 0 split_gain=1.54339 3.72274 2.88593 2.48426 2.37218 1.73155 1.69287 3.27234 2.13964 2.31422 1.47196 1.40001 2.8589 1.95824 1.31315 0.98038 0.401261 threshold=4.2500000000000009 3.9500000000000006 4.3500000000000005 608.50000000000011 583.50000000000011 4.4500000000000011 3.3500000000000001 2.8500000000000001 5.5000000000000009 1.5000000000000002 0.15000000000000005 529.50000000000011 5.4500000000000011 5.4500000000000011 4.5000000000000009 570.50000000000011 565.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 14 4 16 -4 7 10 9 -8 -1 12 -7 -13 -2 -9 -3 right_child=2 3 5 -5 -6 11 8 15 -10 -11 -12 13 -14 -15 -16 -17 -18 leaf_value=0.0087446286212494485 -0.030150307691205792 0.0089888529903137827 0.014115714726138488 0.028275506979223687 -0.010525208263716328 0.024337972895371419 -0.016053241353215439 0.023945184717777412 0.011361914465047076 0.0012640593794506986 -0.0017885709405285725 -0.0066895159694465292 0.0011147049562474321 -0.00015386404333956344 -0.0041535719792904534 0.0087654215783452092 0.026636906563098847 leaf_weight=38.662942446768284 10.983646154403688 10.664037879556423 18.845928899943829 20.807717323303223 12.307792395353315 13.844196755439041 42.127366710454226 13.362039543688295 15.636003743857144 33.757329698652029 201.36529788374901 157.56104164198041 130.63280764035881 419.68288308940828 9.6342231687158328 63.05239425599575 6.6876739114522925 leaf_count=186 54 91 100 89 64 158 233 93 95 169 939 938 2246 2718 60 284 38 internal_value=0.000400849 0.00269255 -0.00097451 0.0153725 0.00553026 -0.00044133 0.00107799 0.00282017 -0.0048571 -0.00836836 -4.19328e-05 -0.000847374 0.0035264 -0.00195493 -0.018988 0.0117594 0.017144 internal_weight=1219.62 458.431 761.185 50.4672 29.6595 740.567 407.963 316.443 91.5207 75.8847 240.028 721.721 144.477 577.244 20.6179 76.4144 17.3517 internal_count=8555 2281 6274 282 193 6160 1999 1502 497 402 1125 6060 2404 3656 114 377 129 is_linear=0 shrinkage=0.05 Tree=225 num_leaves=19 num_cat=0 split_feature=0 3 2 2 0 0 5 2 2 0 5 2 5 2 2 2 0 6 split_gain=1.21624 2.4992 3.48109 2.61807 4.21246 2.55866 1.94185 3.83165 3.46272 3.29759 1.4418 1.21699 1.46755 2.29218 0.798834 2.35448 1.33971 0.458282 threshold=499.50000000000006 6.5000000000000009 10.15 9.3500000000000032 476.50000000000006 476.50000000000006 6.5000000000000009 2.9500000000000006 4.0500000000000007 537.50000000000011 6.5000000000000009 1.3500000000000003 1.0000000180025095e-35 0.75000000000000011 9.8500000000000032 9.0500000000000025 553.50000000000011 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 -3 5 -5 -1 11 -8 -9 -10 -7 12 17 -14 15 -13 -16 -2 right_child=6 2 -4 4 -6 10 7 8 9 -11 -12 14 13 -15 16 -17 -18 -19 leaf_value=-0.00058855525576514923 0.013281441051187289 -0.028997072572903567 0.019714520919624973 0.021349421567928063 -0.030632868838134569 0.019530805151033011 0.028463549144283409 -0.041401572193170755 -0.0195152202078804 0.0030798427127909627 0.052942473890524616 0.0020244725776962843 -0.00049630938655469722 -0.019046722536022406 0.0032455576351184674 -0.012304251535508539 0.030891651136392629 -8.5846755438088811e-05 leaf_weight=6.7709316303953555 11.286563061177732 7.9772218144498748 5.1928728325292468 7.6134493481367809 6.0979413529857993 10.633148297667505 6.009499315172433 7.0062191300094119 26.21653781272471 38.425428085029125 6.4485938493162385 951.91556851565838 43.936639569699764 26.455464728176594 17.271068086847666 28.489540927112103 5.2718701139092436 11.86323097348213 leaf_count=157 57 273 162 175 152 213 35 55 383 290 107 5709 201 116 198 233 29 58 internal_value=0.00109288 0.00860585 -0.00940175 0.0151291 -0.00193987 0.0248254 0.000756948 -0.00682282 -0.0102024 -0.00616546 0.0346511 0.00130406 -0.00410569 -0.00770728 0.00181718 0.00159089 0.0109607 0.00650436 internal_weight=1224.88 50.7342 13.1701 37.5641 13.7114 23.8527 1174.15 77.6577 71.6482 64.642 17.0817 1096.49 93.5419 70.3921 1002.95 980.405 22.5429 23.1498 internal_count=8603 1239 435 804 327 477 7364 763 728 673 320 6601 432 317 6169 5942 227 115 is_linear=0 shrinkage=0.05 Tree=226 num_leaves=19 num_cat=0 split_feature=1 2 2 2 5 2 2 0 6 0 2 5 0 6 5 0 5 5 split_gain=1.14515 3.33821 2.8188 0.946093 2.08268 2.82106 5.07675 2.07395 2.32655 2.0129 1.75759 3.6635 3.1852 2.39314 1.37337 3.72427 3.39922 1.12227 threshold=2.5000000000000004 9.3500000000000032 7.7500000000000009 5.8500000000000005 5.5000000000000009 3.5500000000000003 2.8500000000000001 589.50000000000011 1.5000000000000002 593.50000000000011 6.1500000000000012 2.5000000000000004 550.50000000000011 1.5000000000000002 5.5000000000000009 481.50000000000006 6.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 6 -6 8 -2 -9 11 13 -13 -5 15 -12 -16 -7 right_child=3 -3 -4 10 5 17 -8 9 -10 -11 14 12 -14 -15 16 -17 -18 -19 leaf_value=0.0048843638913902056 -0.0079068577784464408 -0.017188381488167797 0.050660948022936261 -0.0081620198588618614 0.018148842982600274 0.021447035298126957 -0.030616217990973395 0.014797288636395234 0.0025864240941948944 0.00089283768389807896 0.032902829326307691 -0.022274857513863006 0.0087460782612308503 -0.045118554377694908 -0.017565761701506834 -0.0003317280013873594 0.0012378749417413055 0.0064618820603835128 leaf_weight=8.5735696004703659 144.0796528076753 6.0552349667996159 5.150024144910275 9.3689396046102065 9.2402913495898265 27.545373758301139 10.110423512756823 26.883989438414574 81.527747459709644 416.10769486427307 7.6648945985361925 11.091019686311482 25.123940784484148 9.1220950037240964 38.484506688546389 302.68955753836781 59.98822560114786 26.604801227338612 leaf_count=116 989 153 89 58 52 199 65 132 509 1861 171 133 147 48 456 2359 850 242 internal_value=-0.000221138 0.0114087 0.0246765 -0.000425369 0.000676393 0.00860772 -0.00733683 -0.000199605 -0.00409816 0.00177935 -0.00219767 -0.0105405 -0.000963153 -0.0280296 -0.00104611 0.000576055 -0.00616329 0.0144259 internal_weight=1225.41 19.7788 13.7236 1205.63 742.1 73.5009 19.3507 668.599 225.607 442.992 463.533 54.706 36.215 18.491 408.827 310.354 98.4727 54.1502 internal_count=8629 358 205 8271 4049 558 117 3491 1498 1993 4222 386 280 106 3836 2530 1306 441 is_linear=0 shrinkage=0.05 Tree=227 num_leaves=16 num_cat=0 split_feature=0 0 1 1 1 0 2 6 5 2 1 2 2 1 2 split_gain=1.1083 1.52793 2.76079 2.3074 2.33039 1.81566 1.30016 5.40729 4.99524 1.62844 1.46359 1.60674 1.22063 0.694799 1.46648 threshold=473.50000000000006 543.50000000000011 5.5000000000000009 3.5000000000000004 2.5000000000000004 526.50000000000011 6.9500000000000011 1.5000000000000002 6.5000000000000009 7.8500000000000005 3.5000000000000004 4.9500000000000011 5.1500000000000012 2.5000000000000004 9.7500000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 3 4 -2 -5 10 8 -8 -9 11 -3 -12 -1 -15 right_child=1 6 -4 5 -6 -7 7 9 -10 -11 12 -13 -14 14 -16 leaf_value=-0.027741372139659937 0.014131686407731237 0.017086445949355222 -0.02774334832278787 0.00096528390682437703 -0.0095525508284699349 0.011893146052925354 -0.003300493215434218 -0.02769653361648583 0.03367187176296807 -0.0098527095686982008 -0.0033991166209119878 -0.0021777329443543321 0.00091144839840340329 0.0099873815005094724 -0.022327707295789642 leaf_weight=5.3689272338524487 11.926079109311102 20.315888024866581 6.4494048785418263 77.17927878536284 50.721114197745919 76.412123886868358 81.587444342672825 26.88947955518961 9.2654500007629377 29.046146959066391 561.0181824490428 20.776140209287405 229.2299816980958 6.1624200055375677 5.7968530133366585 leaf_count=172 177 104 73 1098 767 675 534 161 67 188 2774 128 1318 190 170 internal_value=-0.00177417 -0.00158183 0.0021372 0.00317502 -0.00481406 0.00647603 -0.00243495 -0.00676913 0.000741159 -0.0188542 -0.00165645 0.00740734 -0.00214285 -0.014017 -0.00580467 internal_weight=1218.14 1200.82 222.688 216.239 62.6472 153.591 978.129 146.789 90.8529 55.9356 831.34 41.092 790.248 17.3282 11.9593 internal_count=8596 8064 2790 2717 944 1773 5274 950 601 349 4324 232 4092 532 360 is_linear=0 shrinkage=0.05 Tree=228 num_leaves=18 num_cat=0 split_feature=2 4 2 5 5 4 0 0 2 2 0 0 2 0 2 0 0 split_gain=1.37119 2.22271 2.31347 2.97823 2.50291 1.67716 1.28016 0.637964 2.82007 1.03563 0.808553 4.05516 2.03875 1.70137 3.02664 2.28908 0.389868 threshold=8.2500000000000018 3.5000000000000004 10.850000000000003 5.5000000000000009 4.5000000000000009 5.5000000000000009 547.50000000000011 501.50000000000006 7.2500000000000009 6.0500000000000007 589.50000000000011 591.50000000000011 4.8500000000000005 573.50000000000011 7.3500000000000005 572.50000000000011 471.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 -2 3 4 -3 -4 -5 8 9 -1 13 -12 -13 15 -15 -9 -7 right_child=1 2 5 6 -6 16 -8 10 -10 -11 11 12 -14 14 -16 -17 -18 leaf_value=0.0062519018467382254 0.016574613040316322 -0.0091139771630693641 -0.0098647886167280846 -0.025966437129523037 0.012034425423792329 0.029153108452239201 -0.00038507997625471886 -0.00031622866436006441 0.027306712511836924 -0.021491118289630316 0.022774519549139689 0.0022621699058689377 -0.0045729046058580114 -0.0036307400833255066 -0.027757399356576975 0.025241194699814729 0.0087493271308959081 leaf_weight=5.6757961567491311 9.7660032976418716 56.386119728907943 7.0850125472061363 28.979660196695477 17.407319254241884 5.0615586377680284 6.3575283139944068 347.2540794685483 9.5566493580117804 5.6886231619864702 19.947386533021927 387.93879165500402 150.49488464742899 137.76335890591145 13.541433349251745 7.9823876842856398 7.5768553670495749 leaf_count=115 70 568 112 533 195 138 45 2916 225 150 98 1733 697 767 88 47 124 internal_value=-0.000544938 -0.00520951 -0.00701399 -0.00987729 -0.00396417 0.00829969 -0.0216389 5.01918e-05 0.00849675 -0.00784587 -0.000118871 0.00118728 0.000337528 -0.00156805 -0.00599092 0.00031327 0.0188259 internal_weight=1224.46 138.62 128.854 109.131 73.7934 19.7234 35.3372 1085.84 20.9211 11.3644 1064.92 558.381 538.434 506.541 151.305 355.236 12.6384 internal_count=8621 1785 1715 1341 763 374 578 6836 490 265 6346 2528 2430 3818 855 2963 262 is_linear=0 shrinkage=0.05 Tree=229 num_leaves=10 num_cat=0 split_feature=3 0 0 4 0 0 0 2 2 split_gain=1.10787 1.35825 0.573161 1.95687 0.921204 2.62115 1.29736 1.05732 0.860399 threshold=2.5000000000000004 633.50000000000011 680.50000000000011 3.5000000000000004 644.50000000000011 648.50000000000011 640.50000000000011 3.3500000000000001 2.1500000000000008 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 -1 4 -4 6 -6 7 -2 -7 right_child=2 -3 3 -5 5 8 -8 -9 -10 leaf_value=-0.00048552077968737123 0.0038176453091100476 0.019081797278219799 0.0050359364841699034 -0.02294087543354557 0.024158901149636047 0.0080802691547417812 -0.011708557979749274 -0.00012580698953835377 -0.0027049615735207488 leaf_weight=16.136699318885803 211.18863310664892 17.348862081766129 13.687550075352194 9.7974847704172117 14.864775121212004 29.991105534136295 20.601893275976181 843.47601455170661 44.123258337378502 leaf_count=79 1023 79 72 48 61 135 85 6840 188 internal_value=0.000920949 0.00976667 0.00065935 -0.00689148 0.000821739 0.00568615 0.00040965 0.000661972 0.00164229 internal_weight=1221.22 33.4856 1187.73 23.485 1164.25 88.9791 1075.27 1054.66 74.1144 internal_count=8610 158 8452 120 8332 384 7948 7863 323 is_linear=0 shrinkage=0.05 Tree=230 num_leaves=22 num_cat=0 split_feature=2 1 3 2 5 6 3 6 5 1 6 2 2 3 3 6 6 2 2 5 2 split_gain=1.27582 2.02011 3.14979 1.73228 1.52707 1.51627 1.65718 1.43015 1.28877 2.89712 2.05884 1.26444 2.08065 2.92728 1.71981 3.31673 1.17804 1.07184 1.04881 0.425547 0.400971 threshold=2.6500000000000008 4.5000000000000009 4.5000000000000009 3.3500000000000001 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 1.5000000000000002 4.3500000000000005 4.4500000000000011 4.5000000000000009 3.5000000000000004 1.5000000000000002 2.5000000000000004 1.5500000000000003 3.4500000000000006 4.5000000000000009 2.8500000000000001 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 -1 5 7 6 -2 -3 9 -6 -10 14 13 -13 15 -5 -14 -9 -16 20 -7 right_child=3 4 -4 11 8 19 -8 17 10 -11 -12 12 16 -15 18 -17 -18 -19 -20 -21 -22 leaf_value=0.0013004075226187275 0.0082487383518335781 -0.020016050568945828 -0.02919748987701112 -0.0092996481450126692 -0.0049421729894799241 0.0043801172551801828 -0.016156738595855299 -0.0080155736280718148 0.0067556707866472561 0.02094714238929599 -0.012019719302752826 0.033630030107973191 -0.00013453562993632494 -0.0029466676448891768 -0.019921229013506302 0.023386682715184987 0.0057264877099279798 0.0042560952500209186 -0.0045467347181884039 0.0014324090873761436 0.014321093788114357 leaf_weight=15.61149764806032 13.583350889384748 14.301492512226103 16.560719612985849 14.440278820693495 18.394756957888603 16.113474734127522 12.163265723735092 42.082331508398056 30.590441189706326 23.367255099117756 26.000744193792343 10.537615910172464 623.71993550751358 9.682880334556101 11.630803439766167 14.52729833871126 98.128499219194055 28.912838160991669 126.92435818351805 12.573024619370697 49.680845096707344 leaf_count=72 66 68 94 71 84 73 75 195 147 106 121 49 5486 56 66 65 642 123 708 69 226 internal_value=0.000192825 -0.00328368 -0.0146546 0.000940422 -0.00119604 0.00701929 -0.003267 -0.00607547 0.00300388 0.00957794 -0.00184276 0.000232185 0.00112391 0.0165657 -0.00367141 0.00715917 0.000662118 -0.00295878 -0.00600665 0.0104603 0.0120634 internal_weight=1229.53 215.822 32.1722 1013.71 183.65 104.114 25.7466 85.2967 98.3532 41.762 56.5912 909.592 742.069 20.2205 167.523 28.9676 721.848 70.9952 138.555 78.3673 65.7943 internal_count=8662 1010 166 7652 844 509 141 386 458 190 268 7143 6233 105 910 136 6128 318 774 368 299 is_linear=0 shrinkage=0.05 Tree=231 num_leaves=24 num_cat=0 split_feature=2 2 5 0 6 0 4 2 2 5 6 0 4 0 2 0 6 5 1 6 2 0 1 split_gain=1.31383 2.78763 3.8381 6.25819 2.30738 1.86191 1.59142 2.24373 1.54701 4.17954 2.65819 4.27432 2.81275 2.02159 1.96879 2.2958 1.51573 1.2731 1.22321 4.15885 2.43107 1.02058 0.890545 threshold=6.2500000000000009 5.9500000000000011 2.5000000000000004 589.50000000000011 1.0000000180025095e-35 519.50000000000011 2.5000000000000004 3.9500000000000006 6.9500000000000011 3.5000000000000004 1.5000000000000002 496.50000000000006 6.5000000000000009 612.50000000000011 6.4500000000000011 530.50000000000011 1.5000000000000002 5.5000000000000009 4.5000000000000009 1.0000000180025095e-35 8.7500000000000018 665.50000000000011 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 left_child=1 5 -3 4 -4 17 7 -7 9 13 18 -12 -13 16 22 -16 -2 -1 20 -20 -10 -8 -11 right_child=8 2 3 -5 -6 6 21 -9 10 14 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.028255710339551189 0.013014217078077775 -0.028554147714767705 0.0061363602066191007 0.034427808213627224 -0.026743403877762369 0.0011554348610108448 0.0001650902098005309 0.021257860532110803 -0.0056510480021230861 -0.029716951251353315 0.029153023648304507 -0.0061045887540965797 -0.035402582260291894 -0.0022561425736147092 0.026474984909646379 -0.0025092579343218681 0.031967228287885778 -6.9059395392278466e-05 -0.0044581650764978394 0.018561440096066695 0.0085518642289649626 -0.0084768425795130591 -0.0045999577300352658 leaf_weight=8.6582392826676386 31.305302128195763 19.812346518039703 7.6422212086618009 8.1161836683750135 13.380827415734528 42.070938996970654 651.68856183812022 20.252251215279102 64.990878243464977 6.6670123022049657 6.7879381282255045 74.92957011424005 8.452009651809929 11.089441925287245 7.5900166342034927 31.746901143342257 18.822711396962404 7.4682983439415684 32.994299380108714 45.296541729941964 54.316343121696264 35.009660094976425 8.40399072319269 leaf_count=116 212 119 83 39 126 194 3509 97 830 79 136 567 90 47 121 217 107 121 289 314 896 173 58 internal_value=0.000444296 -0.000707186 -0.0121515 -0.000255822 -0.0148281 3.33644e-05 0.000412051 0.00799933 0.0027765 0.00763969 0.000785463 -0.00626418 -0.00951801 0.0165039 -0.00236154 0.00347697 0.0207148 -0.0162605 0.00404293 0.0088633 0.000790811 -0.000279913 -0.0171799 internal_weight=1217.49 814.1 48.9516 29.1392 21.023 765.148 749.021 62.3232 403.393 115.625 287.768 90.1695 83.3816 61.2175 54.4079 39.3369 50.128 16.1265 197.598 78.2908 119.307 686.698 15.071 internal_count=8540 4577 367 248 209 4210 3973 291 3963 841 3122 793 657 366 475 338 319 237 2329 603 1726 3682 137 is_linear=0 shrinkage=0.05 Tree=232 num_leaves=16 num_cat=0 split_feature=0 0 0 5 3 0 0 0 4 4 0 5 2 0 0 split_gain=1.07486 4.8083 2.17387 1.35614 2.0741 3.1654 2.06937 2.78959 1.57831 1.08177 2.94242 2.16966 1.77612 1.54875 0.629443 threshold=530.50000000000011 528.50000000000011 534.50000000000011 4.5000000000000009 6.5000000000000009 476.50000000000006 494.50000000000006 501.50000000000006 4.5000000000000009 5.5000000000000009 621.50000000000011 5.5000000000000009 9.8500000000000032 622.50000000000011 532.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 6 8 -6 -1 -8 -5 12 11 -11 13 -4 -2 right_child=2 -3 9 4 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=-0.013925611012434475 -0.005486650831201683 0.033505660537462324 -0.00059366968742111201 -0.016136920938701102 0.01129810563674781 -0.030383268867910668 0.043526947406746092 0.0069629655611733428 0.0047219364473101788 0.0016413615613121121 -0.019527750754527801 -0.012115054799943627 0.020976537121267659 0.0041465732078851117 -0.024429478786518667 leaf_weight=8.281101056840269 9.8763865157961863 11.99695824459195 580.02774462103844 9.5010454528965038 6.0459822765551534 12.365629416890441 5.1559701040387145 43.223208084702492 63.721052854321897 158.28971242904663 22.686216562986374 33.893159858882427 10.088488277047871 243.2948389351368 10.081894487142561 leaf_count=241 101 105 3342 148 223 259 89 488 1024 1041 96 268 63 1048 103 internal_value=0.000514992 0.00431996 -5.47801e-05 0.00171674 -0.00200069 -0.0165615 0.00774589 0.0117636 0.00176705 0.00025906 -0.0028898 -0.000808977 0.00107938 0.000804355 -0.0160032 internal_weight=1228.53 160.291 1068.24 148.294 91.6337 18.4116 56.6603 48.3792 73.2221 1048.28 214.869 192.183 833.411 823.323 19.9583 internal_count=8639 2577 6062 2472 1654 482 818 577 1172 5858 1405 1309 4453 4390 204 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 3 1 5 2 2 2 6 6 split_gain=1.28372 3.72901 4.62572 2.60858 2.68341 1.11906 2.75566 2.74218 1.61716 1.16555 3.08979 4.01722 1.60647 2.44941 1.62173 1.31686 0.848285 threshold=4.5000000000000009 1.3500000000000003 2.0500000000000003 3.0500000000000003 3.2500000000000004 6.5000000000000009 1.0000000180025095e-35 6.5500000000000007 6.3500000000000005 5.5000000000000009 4.5000000000000009 3.5000000000000004 6.9500000000000011 7.0500000000000007 6.1500000000000012 2.5000000000000004 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 12 11 -11 14 -14 -1 -12 -10 right_child=1 2 3 4 -6 6 8 -9 16 10 15 -13 13 -15 -16 -17 -18 leaf_value=-0.00049591267268993332 0.041355490657342932 -0.035469664438736594 0.023446006562692218 -0.029192428072538523 0.0026096360447913948 -0.00029871925687053225 0.0091082499014254973 0.044719026678724683 -0.0013971853670078488 -0.0067627888706764672 -0.0089239404540771266 0.01975997658562428 -0.032211843031640132 -0.0038466083941364158 0.0073640014993372437 -0.026623676057415675 -0.02749006208260581 leaf_weight=533.99913837574422 5.1398582383990279 7.0380336977541438 13.79416725412011 5.7751073017716399 284.56913908757269 5.5358068160712701 14.420328164473178 6.8545446861535311 6.9674426391720754 38.573983241803944 61.665730401873589 21.264298258814961 7.3207938242703667 107.43166652414948 73.709935652092099 12.903333032503722 5.5668008737266064 leaf_count=2678 24 39 81 34 3000 44 90 99 83 331 388 223 44 825 436 69 57 internal_value=-9.16715e-06 0.00272008 0.00193547 0.00293085 0.00186189 -0.000979977 0.00714077 0.0257122 -0.0018316 -0.00136658 -0.00562799 0.0027501 -0.000560183 -0.00596205 0.000459745 -0.0123646 -0.0145301 internal_weight=1212.53 316.316 311.176 304.138 290.344 896.214 39.3449 12.3904 26.9546 856.869 134.407 59.8383 722.462 114.752 607.709 74.5691 12.5342 internal_count=8545 3178 3154 3115 3034 5367 373 143 230 4994 1011 554 3983 869 3114 457 140 is_linear=0 shrinkage=0.05 Tree=234 num_leaves=18 num_cat=0 split_feature=0 6 4 2 2 0 4 2 6 0 5 2 0 2 0 2 3 split_gain=2.4432 1.14551 2.8145 3.43713 5.87657 2.77367 2.23948 2.5074 4.44337 2.03893 1.65473 1.46242 1.18608 1.06146 0.923046 0.292889 0.77521 threshold=662.50000000000011 2.5000000000000004 5.5000000000000009 3.1500000000000008 4.6500000000000012 628.50000000000011 6.5000000000000009 7.3500000000000005 1.5000000000000002 657.50000000000011 4.5000000000000009 1.6500000000000001 640.50000000000011 4.0500000000000007 692.50000000000011 2.9500000000000006 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 10 9 13 -9 11 -3 -1 -7 -8 15 16 -2 right_child=14 2 3 4 -6 12 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.00833294699299446 0.018353671902295865 -0.015325759610615268 -0.022832335992418198 0.05197455906512069 0.0019852891394783342 0.014352247929037868 -0.002490458861974749 0.0094262069306428747 -0.033737493765741762 -0.018664983225960344 -4.0797067877983144e-05 0.00016624596060748245 -0.0040395656699584587 -0.01842361910904532 -0.00067193884039388118 0.02002294999121149 0.0020308805448764891 leaf_weight=57.868933320045471 13.036609113216402 82.098624752834439 6.8423506729304782 6.7815798409283152 25.365981306880713 15.030602201819418 15.401361607015131 33.566172213293612 6.1928057055920354 12.76797768473625 23.343953154981136 820.50057235732675 17.993266016244888 40.974596159532666 15.82274357229471 12.375930204987524 17.338859766721725 leaf_count=254 64 443 33 37 201 61 91 576 86 53 162 5820 74 428 85 60 82 internal_value=-0.000529232 -0.0010374 -0.00472644 0.00694498 0.0139313 -0.008075 -0.000365149 -0.00757719 0.00191763 0.000414895 -0.012021 0.000718836 0.00436019 -0.0142772 0.00933944 0.0130897 0.00955738 internal_weight=1223.3 1164.73 177.456 38.9899 32.1476 138.466 987.272 96.1349 39.759 891.137 105.443 878.37 33.0239 56.376 58.5741 42.7514 30.3755 internal_count=8610 8319 1011 271 238 740 7308 1181 662 6127 605 6074 135 519 291 206 146 is_linear=0 shrinkage=0.05 Tree=235 num_leaves=19 num_cat=0 split_feature=0 0 2 2 4 0 0 5 1 2 2 0 2 4 2 0 5 2 split_gain=1.55498 2.76965 1.55294 1.74695 1.75539 1.5204 1.33076 1.52191 1.32128 3.65383 4.29166 2.07242 1.5464 1.18282 3.92273 1.92153 1.11024 0.0506659 threshold=607.50000000000011 606.50000000000011 4.3500000000000005 7.7500000000000009 6.5000000000000009 548.50000000000011 614.50000000000011 1.5000000000000002 5.5000000000000009 1.0500000000000003 5.4500000000000011 618.50000000000011 5.7500000000000009 5.5000000000000009 3.8500000000000001 546.50000000000011 3.5000000000000004 3.7500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 13 4 -4 -5 7 -2 9 -8 -11 -10 -13 15 -15 -1 17 -9 right_child=6 -3 3 5 -6 -7 8 16 11 10 -12 12 -14 14 -16 -17 -18 -19 leaf_value=-0.023429410429307924 0.0025050213118156537 0.029780611663173553 0.0046691969406453468 0.0010886961285917062 -0.0055746434583886922 -0.0083423264476208941 -0.018241594447218297 -0.026387468691589568 -0.022949646071856095 0.010017263698738938 -0.013235576920192799 -0.0044737722264089992 0.010989729215520582 0.011958584643879637 -0.01758301477769092 -0.0035275123092128055 -0.0043080869270745439 -0.015361038813232959 leaf_weight=12.423466360196469 16.339993678033352 7.1892489343881598 385.94732234254479 119.37544908002019 45.61337408144027 64.788663268089294 18.210790149867535 11.855426579713823 13.108496606349943 95.021585449576378 23.938856780529022 160.25246039777994 16.862434893846512 37.520599134266376 14.814770521596072 149.91134104505181 16.357573941349983 12.250582933425902 leaf_count=119 73 33 2883 1849 511 443 81 52 56 398 102 701 71 226 105 800 76 58 internal_value=-0.0003704 0.000833211 0.000541063 0.0018227 0.00356454 -0.00222926 -0.0030027 -0.0100185 -0.00174342 0.00196393 0.005225 -0.00443925 -0.00292004 -0.00310319 0.00332951 -0.00521533 -0.0151348 -0.0218181 internal_weight=1221.78 837.584 830.395 615.725 431.561 184.164 384.198 56.8036 327.395 137.171 118.96 190.223 177.115 214.67 52.3354 162.335 40.4636 24.106 internal_count=8637 6969 6936 5686 3394 2292 1668 259 1409 581 500 828 772 1250 331 919 186 110 is_linear=0 shrinkage=0.05 Tree=236 num_leaves=17 num_cat=0 split_feature=2 0 0 6 0 3 2 1 0 0 0 4 3 0 4 0 split_gain=1.39853 1.98273 1.61864 4.11695 2.31548 1.43286 1.33238 1.58813 1.64584 1.51947 1.27374 3.71916 1.24004 1.1436 1.95378 1.09541 threshold=1.9500000000000002 638.50000000000011 599.50000000000011 1.5000000000000002 611.50000000000011 2.5000000000000004 4.8500000000000005 5.5000000000000009 647.50000000000011 653.50000000000011 543.50000000000011 3.5000000000000004 6.5000000000000009 639.50000000000011 3.5000000000000004 646.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 7 9 -9 -3 11 -7 -12 14 -6 -15 right_child=1 6 4 -5 13 10 -8 8 -10 -11 12 -13 -14 15 -16 -17 leaf_value=0.022093820104453762 -0.014934873613720256 0.010400858720257802 -0.027141991517318227 -0.016096438070591648 -0.012492928381019376 -0.023476706074448784 -0.0034392144946256836 0.030535647402513317 0.0094948868756927363 -0.012026666921178403 -0.00033049420729165408 0.0048352021247699672 -0.010587445337753819 -0.022404987559373188 0.011039567871920704 -0.0051875903155521111 leaf_weight=15.715892538428308 14.754003986716269 17.314498916268352 12.22308701276779 11.163438543677328 12.881262764334677 11.181617425754665 20.831073522567749 13.426295131444929 34.038328155875206 11.794696614146231 700.06346449255943 230.09111934248358 29.845581825822592 11.150050967931746 22.947874218225479 49.202872887253761 leaf_count=80 73 71 57 59 53 129 89 55 150 51 3975 3181 195 46 95 239 internal_value=9.46938e-05 0.000698636 -0.00467455 0.00604498 -0.00740914 1.80667e-05 0.00746638 0.0105037 0.0160571 0.00104981 0.0002655 0.00341098 -0.000770648 -0.0045965 0.00233393 -0.00876329 internal_weight=1218.63 1083.34 135.284 26.8793 108.405 985.936 97.4049 76.5738 47.4646 29.1092 971.182 241.273 729.909 96.1821 35.8291 60.3529 internal_count=8598 7969 629 139 490 7553 416 327 205 122 7480 3310 4170 433 148 285 is_linear=0 shrinkage=0.05 Tree=237 num_leaves=14 num_cat=0 split_feature=2 2 2 4 0 0 4 0 2 4 0 2 0 split_gain=1.42623 2.00993 2.26884 7.61701 1.93371 2.96708 2.31067 1.88551 1.59182 2.93559 0.869367 0.858226 0.414936 threshold=10.850000000000003 9.4500000000000011 9.2500000000000018 5.5000000000000009 516.50000000000011 547.50000000000011 5.5000000000000009 477.50000000000006 11.050000000000002 5.5000000000000009 476.50000000000006 8.8500000000000032 473.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 -4 7 6 -6 -3 -2 -10 -1 -12 -11 right_child=8 4 3 -5 5 -7 -8 -9 9 12 11 -13 -14 leaf_value=-0.015037534359892746 0.034268045670064945 -0.00073426007236966986 0.045768671992997195 -0.022070974665483675 -0.0045517776352297307 -0.021010137547275678 0.033065442407106384 -0.037412260219089159 -0.024151750283659179 0.027890351089941718 0.00035996144171750698 -0.0089618533923843582 0.006050745683993752 leaf_weight=8.4981033420190197 5.2374111581593779 5.8113903077319256 9.2033180175349099 6.0562542295083395 8.509985379874708 10.86101323366165 6.2008997388184062 9.2675809916108829 5.1529984776861957 5.1421538013964874 1122.7986126765609 24.227660942822695 5.6011216146871448 leaf_count=241 54 156 66 65 76 71 60 216 101 132 7125 242 96 internal_value=0.000133537 -9.2095e-05 0.000287479 0.0188353 -0.0108887 -0.00204682 0.0120817 -0.0245124 0.0127131 0.0037075 2.21435e-05 0.000151075 0.0184147 internal_weight=1232.57 1211.43 1170.78 15.2596 40.6509 25.5719 14.7109 15.079 21.1337 15.8963 1155.52 1147.03 10.7433 internal_count=8701 8318 7739 131 579 207 136 372 383 329 7608 7367 228 is_linear=0 shrinkage=0.05 Tree=238 num_leaves=19 num_cat=0 split_feature=2 0 2 2 0 0 6 5 5 5 6 6 0 2 0 5 2 2 split_gain=1.09471 1.81919 2.34327 4.27282 1.7243 1.27315 1.12485 2.15584 1.77414 0.821469 2.0018 1.93687 2.28851 2.23222 1.75089 1.33386 0.739266 0.540641 threshold=1.8500000000000003 648.50000000000011 3.9500000000000006 2.2500000000000004 667.50000000000011 645.50000000000011 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 616.50000000000011 1.2500000000000002 634.50000000000011 2.5000000000000004 1.0500000000000003 4.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 5 3 -3 -5 6 8 -8 -2 10 -1 12 16 15 -14 -13 -11 -4 right_child=1 2 17 4 -6 -7 7 -9 -10 11 -12 13 14 -15 -16 -17 -18 -19 leaf_value=0.026482564886330051 -0.0037382549433194255 0.0083304087614128174 0.011004871639299738 -0.036403712930911707 -0.009411089462645409 0.018366270799797215 0.0016218595980866122 -0.011768128055985134 0.011580649193773822 0.016237054487802726 0.00017665426952300089 0.0093540320167541987 -0.028566735756236 0.024371778337666808 -0.0034367464923007874 -0.011706549821179323 -0.0012631017911038634 -0.0033445940015380373 leaf_weight=12.156585536897184 265.18300990015268 12.014201447367666 11.737569868564607 16.469216778874401 11.208086073398588 8.5434862077236158 706.91856744140387 30.336339368950576 19.248897804878652 11.086359247565271 16.953245118260384 18.888538502156738 10.587146729230883 15.693744003772734 19.432619169354439 11.018782220780848 10.81999761611223 12.06978367269039 leaf_count=59 2245 53 51 68 52 35 4688 441 345 52 79 85 44 72 92 51 55 52 internal_value=0.000189954 -0.000316856 -0.00846464 -0.0157876 -0.0263566 0.00018821 1.35035e-05 0.00104893 -0.00264709 0.0045745 0.011843 0.00225607 -0.00424954 0.00970355 -0.0130958 0.00130518 0.0076973 0.0036869 internal_weight=1220.37 1093.73 63.4989 39.6915 27.6773 1030.23 1021.69 737.255 284.432 126.637 29.1098 97.5272 51.9261 45.6011 30.0198 29.9073 21.9064 23.8074 internal_count=8619 8030 276 173 120 7754 7719 5129 2590 589 138 451 243 208 136 136 107 103 is_linear=0 shrinkage=0.05 Tree=239 num_leaves=11 num_cat=0 split_feature=2 6 1 0 0 2 0 4 4 6 split_gain=1.55122 2.41336 0.903032 0.81347 3.45894 1.01367 0.917273 3.776 1.06675 0.760106 threshold=0.15000000000000005 1.5000000000000002 7.5000000000000009 579.50000000000011 578.50000000000011 1.5500000000000003 582.50000000000011 4.5000000000000009 4.5000000000000009 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -2 7 -5 -8 -3 right_child=2 9 -4 6 -6 -7 8 -9 -10 -11 leaf_value=0.024256267703038611 0.018318722423922056 -0.0085282926048195953 -0.01626736788398337 0.025777626131101211 -0.032372588935633599 -0.00089207562768199361 -0.00069375735943501824 -0.0070967877199317134 0.0036455355318567514 0.0088484617374731105 leaf_weight=16.233683414757252 5.9377611204981795 12.445027634501459 7.3453848809003821 16.485067389905453 7.7381570711731902 542.29084335453808 357.78558807075024 16.434467934072018 231.69653612375259 10.795596301555632 leaf_count=81 32 58 34 87 50 5459 1616 96 1108 51 internal_value=0.000446851 0.0100739 0.000113918 0.000233978 -0.00114988 -0.000641929 0.001478 0.0094929 0.00100662 -0.000218239 internal_weight=1225.19 39.4743 1185.71 1178.37 555.967 548.229 622.402 32.9195 589.482 23.2406 internal_count=8672 190 8482 8448 5541 5491 2907 183 2724 109 is_linear=0 shrinkage=0.05 Tree=240 num_leaves=14 num_cat=0 split_feature=2 1 2 2 3 2 0 0 0 4 0 2 4 split_gain=0.959503 1.86513 2.81173 1.88485 0.625656 1.38443 1.94838 2.07406 1.08768 1.64604 1.07564 2.30022 0.808447 threshold=10.450000000000001 3.5000000000000004 11.350000000000003 11.250000000000002 3.5000000000000004 1.2500000000000002 660.50000000000011 645.50000000000011 668.50000000000011 3.5000000000000004 657.50000000000011 1.0000000180025095e-35 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 12 7 -7 10 -10 11 -6 -1 right_child=1 2 -4 -5 8 6 -8 -9 9 -11 -12 -13 -14 leaf_value=-0.00084087708352052521 0.022816219538179444 -0.034831187802964209 0.0071232819498599905 -0.012976190388821682 0.018241586858820609 -0.0050619521284218615 -0.020029875634856708 0.01333591029548882 0.022878766528982079 -0.0028893916063467391 -0.011931563345375691 -0.00049928940703315554 0.016127204947454676 leaf_weight=13.746903151273729 6.0198073741048592 10.520153356716035 5.3947059134952715 6.6438724617473781 15.655678957700728 133.32593841478229 18.120639026165009 16.212240785360336 11.585044503211977 11.227723218500612 18.874162435531616 947.29086995497346 12.144111379981039 leaf_count=69 104 118 102 174 68 689 83 66 59 56 81 6919 60 internal_value=-0.000885941 -0.00979535 -0.0207338 0.00409678 -0.000661277 -0.00325787 -0.0049413 -0.00295879 -0.000153312 0.0103978 -0.000413886 -0.000170804 0.00723578 internal_weight=1226.76 28.5785 15.9149 12.6637 1198.18 193.55 167.659 149.538 1004.63 22.8128 981.821 962.947 25.891 internal_count=8648 498 220 278 8150 967 838 755 7183 115 7068 6987 129 is_linear=0 shrinkage=0.05 Tree=241 num_leaves=21 num_cat=0 split_feature=2 5 5 0 2 0 2 2 0 2 0 5 4 0 0 0 0 4 0 1 split_gain=1.5411 2.05154 3.77732 2.27081 1.53208 1.84948 1.93316 5.64953 1.61387 1.95406 1.83818 1.48016 4.55825 3.36057 2.14586 1.5573 0.878573 3.5193 0.702766 0.0894621 threshold=7.8500000000000005 5.5000000000000009 6.5000000000000009 557.50000000000011 7.7500000000000009 523.50000000000011 4.8500000000000005 5.4500000000000011 564.50000000000011 3.4500000000000006 569.50000000000011 4.5000000000000009 6.5000000000000009 513.50000000000011 496.50000000000006 549.50000000000011 536.50000000000011 5.5000000000000009 551.50000000000011 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=4 11 3 19 5 6 -1 -8 9 -7 -10 14 13 -13 -2 -16 17 -4 -6 -3 right_child=1 2 16 -5 18 8 7 -9 10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=-0.011897417094090588 -0.022367849127510366 -0.017066436331106077 -0.021952301332179087 0.0064839124877670616 -0.030533055934732229 -0.01910822457597848 0.050200163741649942 0.004134945602488416 0.0092060645946556302 -0.003564725690354396 -0.00099015496419243838 0.035842913235777533 0.052007814869868843 -0.0058579274253394743 0.013555841956128379 0 0.017716163870525714 0.013005414549323203 -0.0034400011930344736 -0.034980163689358655 leaf_weight=9.4925937596708518 5.8797932863235465 5.9899851796217289 9.9830599119886774 5.1793669834733 5.3822275465354306 22.253399033099413 7.0244296919554463 42.395791725255549 46.004925146698952 176.74203740432858 730.9207815527916 5.6612908979877892 6.284760355949401 16.400912839919329 40.343803564086556 43.793437220156193 9.7481218017637712 19.844972471706569 5.0312362089753151 9.2987954122945649 leaf_count=124 174 135 186 32 75 169 85 696 260 1498 3518 103 79 138 425 283 77 403 34 138 internal_value=-0.00035014 0.00392569 -0.00350682 -0.0204713 -0.00108779 -0.000880918 0.00763496 0.0116474 -0.0014074 -0.00541479 -0.00036891 0.00773577 0.0175722 0.00571614 0.00442424 0.00659603 0.005432 0.000810758 -0.0193295 -0.0297473 internal_weight=1223.66 178.408 60.0443 20.4681 1045.25 1034.83 58.9128 49.4202 975.921 198.995 776.926 118.364 28.347 22.0622 90.017 84.1372 39.5762 29.828 10.4135 15.2888 internal_count=8632 2173 971 305 6459 6350 905 781 5445 1667 3778 1202 320 241 882 708 666 589 109 273 is_linear=0 shrinkage=0.05 Tree=242 num_leaves=23 num_cat=0 split_feature=0 0 4 5 0 0 0 5 5 1 6 0 0 4 0 3 6 6 6 4 4 6 split_gain=0.949555 2.30969 2.13501 1.86291 1.59264 1.43859 2.27231 1.72528 1.0108 0.934661 2.03062 2.62839 1.32005 1.22023 0.820132 1.27231 2.88985 1.9628 0.895678 2.61703 0.992847 0.0853669 threshold=520.50000000000011 530.50000000000011 5.5000000000000009 9.5000000000000018 508.50000000000006 509.50000000000006 500.50000000000006 5.5000000000000009 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 526.50000000000011 526.50000000000011 5.5000000000000009 605.50000000000011 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 2.5000000000000004 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 left_child=2 9 4 5 21 6 -4 -7 -6 10 11 -2 -11 -12 15 16 -3 -17 20 -20 -16 -1 right_child=1 14 3 -5 8 7 -8 -9 -10 12 13 -13 -14 -15 18 17 -18 -19 19 -21 -22 -23 leaf_value=-0.014134355469693959 0.04240407791672917 -0.0017026805215363359 -0.0033686257800871582 0.02714672341283041 0.010194490664645303 -0.023773168704126147 0.020668468084236405 0.0066757619184396547 -0.012321396421820537 0.0061968529393396374 -0.01337682960238868 -0.002233014127910151 0.037110337037861374 0.0083338198340851665 -0.0054217794494048274 -0.0048843684443735961 -0.01744917728900337 0.0027173033103758204 0.027704780481296595 -0.00084240686480635584 0.0020948381012540198 -0.026506718051018938 leaf_weight=9.4519301671534794 6.1124152075499278 208.33058774471283 36.080019026063383 5.1722357599064699 8.1190027408301848 11.936899621039631 12.313074829056857 6.3644629474729291 9.8439258746802789 8.4002078212797624 11.791310980916025 5.5974524989724159 6.2913256064057341 11.942422095686196 49.608304172754288 116.52493877708912 33.146864891052246 303.80607783980668 11.56693512201309 21.188312068581581 322.49949911981821 12.38834156654775 leaf_count=217 71 1238 841 116 97 146 185 100 138 79 116 57 51 118 223 906 191 1973 50 89 1403 279 internal_value=7.59126e-05 0.000520818 -0.00429432 0.000815468 -0.0134367 -0.00152354 0.00294074 -0.013128 -0.00187992 0.0109015 0.00599874 0.0221767 0.0212749 -0.00235498 1.84722e-05 -0.0010607 -0.00394782 0.000591496 0.00179313 0.00961251 0.0010675 -0.0222244 internal_weight=1228.48 1116.81 111.67 71.8667 39.8032 66.6945 48.3931 18.3014 17.9629 50.1351 35.4436 11.7099 14.6915 23.7337 1066.67 661.808 241.477 420.331 404.863 32.7552 372.108 21.8403 internal_count=8684 6565 2119 1388 731 1272 1026 246 235 492 362 128 130 234 6073 4308 1429 2879 1765 139 1626 496 is_linear=0 shrinkage=0.05 Tree=243 num_leaves=11 num_cat=0 split_feature=0 5 0 0 1 4 0 2 5 2 split_gain=2.12383 2.02017 0.871235 1.07902 2.72726 2.58888 0.897479 2.71485 2.59493 0.335369 threshold=677.50000000000011 1.0000000180025095e-35 466.50000000000006 510.50000000000006 2.5000000000000004 7.5000000000000009 547.50000000000011 3.4500000000000006 4.5000000000000009 9.6500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 -2 9 4 -4 -6 7 -5 -8 -1 right_child=1 -3 3 6 5 -7 8 -9 -10 -11 leaf_value=-0.00120956450066349 0.026021884133292379 0 0.031949998725510485 -0.027995164332930318 -0.0015193735756550502 0.029402103687880533 -0.00055577980951681389 -0.0015571942683312622 0.0060838476344136725 -0.019219394843410446 leaf_weight=5.0293899727985245 14.899781927466394 14.34446410089731 8.217648243531583 9.3144458942115289 50.87558202072978 6.7591508580371729 748.81493970006704 182.54686277359724 181.8465053550899 6.7809406304731965 leaf_count=185 80 74 139 84 987 113 3842 1852 1085 232 internal_value=0.000657388 0.0137475 0.000323088 0.00046657 0.00663882 0.00246129 9.444e-05 -0.00300513 0.00074134 -0.0126334 internal_weight=1229.43 29.2442 1200.19 1188.38 65.8524 57.6347 1122.52 191.861 930.661 11.8103 internal_count=8673 154 8519 8102 1239 1100 6863 1936 4927 417 is_linear=0 shrinkage=0.05 Tree=244 num_leaves=21 num_cat=0 split_feature=5 4 0 0 4 1 1 3 3 2 2 5 0 0 0 2 2 1 2 0 split_gain=0.555279 2.57905 1.86296 4.92569 2.85871 2.74117 1.85645 1.61774 1.24274 1.57645 1.53358 1.69256 0.879197 0.780012 3.28292 1.83285 1.34025 2.25144 1.25042 0.592736 threshold=5.5000000000000009 6.5000000000000009 560.50000000000011 555.50000000000011 5.5000000000000009 5.5000000000000009 4.5000000000000009 4.5000000000000009 6.5000000000000009 4.5500000000000007 6.3500000000000005 2.5000000000000004 520.50000000000011 500.50000000000006 512.50000000000011 7.8500000000000005 7.5500000000000007 3.5000000000000004 8.8500000000000032 483.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 6 5 -4 -2 -3 13 -10 -11 -12 19 16 15 -15 -1 -18 -16 -9 right_child=1 7 4 -5 -6 -7 -8 12 9 10 11 -13 -14 14 18 -17 17 -19 -20 -21 leaf_value=-0.028703852696867923 0.0058082879612173658 -0.037246826804206871 -0.007467472919681202 0.043162042321758326 -0.025611992890310156 0.018145659148684296 -0.01095560299597307 -0.010375296690474024 -0.0082293768821920486 0.027044307627587912 -0.01347752850997716 0.012445208802702236 -0.020891823577845151 0.0051745892205863958 5.8077229833313588e-05 0.041327200525290569 -0.021827223820711457 0.017990334357599648 -0.0085184207351409521 0.0074606777693397453 leaf_weight=5.464159062132242 57.527354369405657 6.0298467762768295 38.594655010849237 6.6425021290779105 13.897749401628969 13.171835966408251 21.941047709435225 8.4828279819339567 11.187762776389716 11.461326986551283 7.5176806384697583 22.619307558052242 8.8085755053907615 8.1115851290523988 908.77116319909692 6.282325141131877 5.6177933802828175 6.6500065103173256 43.532088654115796 7.9934757696464649 leaf_count=115 911 70 221 49 83 64 240 226 66 99 71 304 97 101 5057 87 133 132 333 155 internal_value=-0.000208428 -0.00274131 0 0.00480395 -0.00630137 -0.000635151 0.00103905 -0.0155672 0.000236071 0.00763878 0.0121169 0.00559302 -0.00898649 -0.000163145 2.74887e-05 0.0229381 -0.0102695 -0.000137316 -0.000337255 -0.00150431 internal_weight=1220.31 183.09 151.775 86.1109 65.6642 51.7665 79.4684 31.3147 1037.22 52.7861 41.5983 30.137 25.2849 984.429 966.697 14.3939 17.732 12.2678 952.303 16.4763 internal_count=8614 2116 1568 1200 368 285 1151 548 6498 540 474 375 478 5958 5578 188 380 265 5390 381 is_linear=0 shrinkage=0.05 Tree=245 num_leaves=17 num_cat=0 split_feature=0 0 0 6 5 2 0 6 0 2 2 2 6 0 0 2 split_gain=1.67154 1.45721 1.61097 3.72628 1.42194 1.17079 0.939153 0.763156 1.24246 1.63239 2.62762 1.59228 2.0007 0.656657 0.569279 0.149614 threshold=639.50000000000011 634.50000000000011 628.50000000000011 1.5000000000000002 1.5000000000000002 11.350000000000003 464.50000000000006 3.5000000000000004 655.50000000000011 2.9500000000000006 2.0500000000000003 1.1500000000000001 1.5000000000000002 480.50000000000006 647.50000000000011 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 -3 6 -1 8 9 10 -2 15 -13 -7 -11 -10 right_child=7 4 3 -5 -6 13 -8 -9 11 14 -12 12 -14 -15 -16 -17 leaf_value=-0.017835443830150212 -0.014469073731941513 -0.0012297503560680803 -0.028380027789281982 0.0047824823991013676 0.019609394059326993 0.0017441112220650595 -0.00012109156024146544 0.0044051518209507539 -0.015925471169623468 -0.012061276257799023 0.013868024772213076 0.012988162797596101 -0.007498828924226205 0.027275450587431894 -0.027406715459266925 -0.0063563233558527436 leaf_weight=6.5479449029080561 20.402763649821281 13.914486795663835 15.302237927913668 16.686692729592323 17.179022669792175 5.3526273653842491 984.63458487950265 15.440578252077101 13.507388405501844 17.619483351707458 12.166813120245932 24.164349108934402 21.44741402566433 5.0314030414447188 14.52312648296356 12.013583876192568 leaf_count=266 85 57 65 68 71 147 7139 67 76 73 50 110 94 98 59 61 internal_value=-0.000812068 -0.000106336 -0.000436377 -0.011309 0.0103802 -7.31962e-05 -0.000261013 -0.0057124 -0.00692272 -0.0119018 -0.00363664 -0.00222155 0.00329336 0.0158634 -0.0197635 -0.012019 internal_weight=1215.93 1064.65 1033.56 31.9889 31.0935 1001.57 991.183 151.286 135.845 64.7122 32.5696 71.1327 45.6118 10.384 32.1426 25.521 internal_count=8586 7911 7783 133 128 7650 7405 675 608 267 135 341 204 245 132 137 is_linear=0 shrinkage=0.05 Tree=246 num_leaves=15 num_cat=0 split_feature=5 2 5 2 2 3 5 2 1 3 6 1 2 2 split_gain=0.951828 3.12374 0.763735 2.2723 2.68309 1.54698 0.939545 3.22925 5.1195 0.763965 0.682448 0.655234 0.739634 0.266265 threshold=8.5000000000000018 9.0500000000000025 6.5000000000000009 2.9500000000000006 4.0500000000000007 6.5000000000000009 5.5000000000000009 8.8500000000000032 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 8.6500000000000004 7.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 6 -4 -5 -6 11 8 -8 -9 -2 13 -13 -1 right_child=1 -3 3 4 5 -7 7 9 -10 -11 -12 12 -14 -15 leaf_value=-0.018427576123334444 -0.0073252618129653196 0.0123939794575702 0.031736360332468044 -0.026516123753958301 0.0078967666996229112 -0.01450391986903357 0.024959793299894749 -0.040906617923673408 -0.0076315314106638783 -0.011620872250391955 -0.030637401145043992 2.4363700213623747e-05 0.0053071519515404866 -0.0019881777892492092 leaf_weight=5.430365499109028 6.5658173514530125 9.3651849487796408 6.189123146235942 6.3498919270932666 62.12191179022193 7.7147646322846404 14.044612353667615 5.736339418217538 59.290117780677974 5.9155893716961145 9.5013286517932993 953.6578788170591 70.367933814413846 5.6852227607741952 leaf_count=59 129 175 35 46 643 169 158 84 470 119 166 5620 720 96 internal_value=-1.92459e-05 -0.00940852 0.00018283 0.00480148 0.00216579 0.00518179 -0.000156351 -0.00518129 -0.00107077 -0.0285274 -0.0223913 0.000255981 0.000397082 -0.0112902 internal_weight=1227.94 25.4323 1202.5 82.3757 76.1866 69.8367 1120.13 84.9867 73.3347 11.6519 16.0671 1035.14 1024.03 11.1156 internal_count=8689 470 8219 893 858 812 7326 831 628 203 295 6495 6340 155 is_linear=0 shrinkage=0.05 Tree=247 num_leaves=18 num_cat=0 split_feature=0 2 2 4 2 0 0 0 2 2 0 0 0 4 4 2 2 split_gain=1.13685 2.77393 2.60056 2.45608 3.09121 2.1398 2.58159 2.49715 1.79036 2.31189 1.49205 1.42548 1.94615 1.27702 0.972184 2.77179 1.38463 threshold=508.50000000000006 8.1500000000000004 8.2500000000000018 4.5000000000000009 9.4500000000000011 496.50000000000006 492.50000000000006 484.50000000000006 7.9500000000000011 8.0500000000000025 521.50000000000011 500.50000000000006 504.50000000000006 5.5000000000000009 3.5000000000000004 0.65000000000000002 4.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 8 -3 4 -4 6 7 13 14 -10 -5 -7 -13 -1 15 -2 -16 right_child=1 2 3 10 -6 11 -8 -9 9 -11 -12 12 -14 -15 16 -17 -18 leaf_value=-0.017690755124518943 -0.020735649222578416 0.034371802027058335 0.027641650270434883 0.015485022952171405 -0.0042985283743973129 -0.035165688648541756 0.024073816484756604 -0.031416477075103443 -0.0014223945267495123 -0.038696034157720834 -0.00387824878847282 0.007126680569350498 -0.024056121357423046 0.0058923361000069816 0.0021492672737439427 -0.0018593714242400165 -0.0020230719667694388 leaf_weight=6.4150705267675248 20.476453587412834 7.342650279402732 20.089085783809427 11.064855037257074 11.062474034726618 7.6225337460637119 7.9201402589678755 6.6213437374681225 10.744364429265262 6.201871031895279 55.36509895324707 8.7588953580707329 9.2273278385400754 24.258817011024803 395.73287368193269 221.0252119358629 397.52672141604125 leaf_count=197 103 65 138 152 80 139 130 211 87 57 468 135 144 605 2038 1100 2793 internal_value=-0.000669768 -0.000285966 0.00742102 0.00501426 0.0163627 -0.00677679 -4.41132e-05 -0.00579134 -0.00106593 -0.0167383 -0.000397054 -0.0180278 -0.00903188 0.000399548 -0.00078852 -0.00355938 5.21703e-05 internal_weight=1227.46 1156.63 104.924 97.5815 31.1516 70.8241 45.2154 37.2952 1051.71 16.9462 66.43 25.6088 17.9862 30.6739 1034.76 241.502 793.26 internal_count=8642 7081 903 838 218 1561 1143 1013 6178 144 620 418 279 802 6034 1203 4831 is_linear=0 shrinkage=0.05 Tree=248 num_leaves=16 num_cat=0 split_feature=0 2 4 0 0 4 2 0 0 2 6 0 4 0 0 split_gain=1.66747 2.01448 4.23043 3.61745 5.38859 2.67573 2.05326 1.59215 1.4985 1.33369 1.92278 1.09342 1.05408 0.912695 0.599 threshold=609.50000000000011 3.9500000000000006 5.5000000000000009 644.50000000000011 635.50000000000011 4.5000000000000009 3.6500000000000008 645.50000000000011 607.50000000000011 2.0500000000000003 1.5000000000000002 606.50000000000011 3.5000000000000004 586.50000000000011 654.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 6 4 5 -3 7 -2 9 10 13 12 -11 -1 -5 right_child=1 3 -4 14 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 leaf_value=0.0096298787055715158 0.0079340236803486699 0.0020457672290555453 -0.020371812088208149 0.03146337395996722 -0.020468808000130758 0.019283292009590766 -0.013837894214482902 -0.0011767290417701434 -0.017374490686923604 -0.0051563726964955229 -0.02294711439137942 0.018854910805835536 0.00032100176455921641 -0.0095272541103233188 0.014430057502619812 leaf_weight=10.941025219857694 106.78261223435402 63.72420771420002 21.626551777124405 13.290409728884699 18.408397555351257 34.724284686148167 16.760515719652176 84.461322404444218 12.615527942776678 99.457522321492434 15.040201857686041 6.4625119566917411 690.60100390808657 11.943417489528654 15.798157192766665 leaf_count=62 443 274 92 54 77 154 72 389 59 634 81 29 6061 54 71 internal_value=0.000319271 0.0030908 0.000142535 0.00766304 0.0035978 0.00830875 0.00238663 0.00389913 -0.00090589 -0.000630427 -0.00966999 -0.000182172 -0.000367851 -0.000139195 0.0231657 internal_weight=1222.64 375.576 229.631 145.945 116.857 98.4485 208.004 191.244 847.061 834.446 37.9246 796.521 790.059 22.8844 29.0886 internal_count=8606 1626 996 630 505 428 904 832 6980 6921 197 6724 6695 116 125 is_linear=0 shrinkage=0.05 Tree=249 num_leaves=24 num_cat=0 split_feature=1 4 5 3 2 6 3 2 2 2 2 2 5 3 1 4 2 2 5 2 4 6 6 split_gain=1.61499 2.16487 3.24029 2.32945 3.03899 3.5584 2.43031 1.96192 5.58704 1.81262 1.86107 1.79892 1.69189 1.14935 1.08749 1.45221 2.29228 1.45681 0.99898 1.6682 1.12177 0.935812 0.743168 threshold=5.5000000000000009 3.5000000000000004 1.5000000000000002 4.5000000000000009 3.8500000000000001 2.5000000000000004 5.5000000000000009 2.5500000000000003 1.2500000000000002 4.3500000000000005 3.0500000000000003 2.5500000000000003 3.5000000000000004 2.5000000000000004 4.5000000000000009 4.5000000000000009 3.8500000000000001 3.6500000000000008 5.5000000000000009 3.9500000000000006 2.5000000000000004 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 2 2 left_child=13 2 7 9 6 -6 -5 8 -2 10 -3 -4 -11 -1 18 16 -16 -17 20 -20 -15 -9 -13 right_child=1 3 11 4 5 -7 -8 21 -10 12 -12 22 -14 14 15 17 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.011176436802955977 0.0061066434547955668 -0.007330865569884353 0.024445107397373454 0.021073580321528028 -0.0115872723361784 0.020684160288441684 -0.0046283247637291065 -0.0046431280322332602 -0.039739197385385894 0.0044854432419921741 -0.023535645531655019 0.011477506918835539 -0.01470377280742345 0.015286060458492909 0.0076148572519873824 -0.00071364183021119037 -0.0029653689993025135 0.0091759685467623971 0.020970248886111459 0.0023715693629318317 -0.0012714973696157884 0.014022771522232018 -0.0011170900304571889 leaf_weight=14.721010848879812 13.563271850347521 47.978990957140923 17.718618355691433 24.610064044594765 48.202185623347759 9.3027899712324125 13.435020402073858 13.065639242529871 11.348038822412489 34.906768932938576 29.92830128967762 23.480342596769333 15.811042428016661 9.5416633710265142 83.809582740068436 46.093622054904699 127.54528561700135 172.19814124424011 12.89275002479553 102.69169172458351 318.14944742619991 11.595563679933546 20.891948416829109 leaf_count=71 68 211 81 114 311 49 64 61 49 162 137 106 90 54 397 238 736 1246 93 1503 2669 52 97 internal_value=0.00106051 -0.00188099 0.00376027 -0.00471736 0.00114833 -0.00601683 0.0119832 -0.00564442 -0.0153126 -0.00908855 -0.0138387 0.0113185 -0.00156867 0.00217991 0.00242341 0.00421525 0.00122262 0.00707119 0.00066983 0.0046511 -0.000729126 0.00414307 0.00554343 internal_weight=1223.48 335.839 111.663 224.175 95.5501 57.505 38.0451 49.5725 24.9113 128.625 77.9073 62.0909 50.7178 887.643 872.922 429.647 211.355 218.292 443.276 115.584 327.691 24.6612 44.3723 internal_count=8659 1652 514 1138 538 360 178 230 117 600 348 284 252 7007 6936 2617 1133 1484 4319 1596 2723 113 203 is_linear=0 shrinkage=0.05 Tree=250 num_leaves=10 num_cat=0 split_feature=2 6 5 0 3 0 0 0 0 split_gain=2.24147 2.31724 1.18513 1.06015 2.64342 0.922876 2.22525 3.4761 0.529872 threshold=0.65000000000000002 1.5000000000000002 1.5000000000000002 667.50000000000011 3.5000000000000004 657.50000000000011 651.50000000000011 649.50000000000011 648.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 6 7 -2 -3 right_child=3 8 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.0080632904286794416 0.00048118032141344214 -0.011087903409524421 0.012732259323632597 -0.0053593819804797806 0.02331135940821915 -0.0094949320794046523 0.017222915417776503 -0.031966079980713186 -0.026181122310382283 leaf_weight=13.739943757653238 1089.250039328821 16.915188357234005 11.698792226612566 14.46759767830372 15.720781922340391 22.383690148591995 18.632897809147835 7.3149996101856223 13.71406841278076 leaf_count=69 8028 77 57 68 75 95 76 30 68 internal_value=0.000102679 -0.00956825 0.00143093 0.000579075 0.00967948 0.000324894 0.000534802 0.000231247 -0.018618 internal_weight=1223.84 56.068 25.4387 1167.77 30.1884 1137.58 1115.2 1096.57 30.6293 internal_count=8643 271 126 8372 143 8229 8134 8058 145 is_linear=0 shrinkage=0.05 Tree=251 num_leaves=20 num_cat=0 split_feature=0 4 0 0 3 0 4 6 2 0 3 2 0 0 2 4 2 2 2 split_gain=1.30893 1.84381 2.45747 3.34718 2.48403 4.56125 3.12155 2.34926 1.81855 1.58412 1.3071 1.02005 2.52378 1.13961 0.902252 2.03448 1.55906 0.853618 0.642114 threshold=599.50000000000011 4.5000000000000009 621.50000000000011 641.50000000000011 4.5000000000000009 604.50000000000011 5.5000000000000009 1.5000000000000002 1.5500000000000003 605.50000000000011 2.5000000000000004 9.9500000000000011 557.50000000000011 475.50000000000006 5.0500000000000007 3.5000000000000004 4.1500000000000012 2.0500000000000003 4.5500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 9 4 7 6 -6 -3 -4 -1 18 -10 13 -13 -12 16 -16 -11 -5 -2 right_child=1 2 3 17 5 -7 -8 -9 10 14 11 12 -14 -15 15 -17 -18 -19 -20 leaf_value=0.013040162323638388 -0.016854976044646176 0.0098331799949902474 -0.019347960096595132 0.0011588374869649309 0.028345932565021065 -0.0093237050824967489 0.039103343299459407 0.0032113241358913622 -0.022805967550074028 0.0011788311911467525 -0.017875216950282945 0.00030757109284823423 0.034122136041396335 -0.0020569746132591271 0.014753920854639103 -0.004032262836619495 -0.0099949970165042513 0.018067740403002359 -0.0026631822161708035 leaf_weight=19.343330457806587 17.95216828584671 27.216273277997971 24.003650560975075 12.915892913937567 10.679986119270323 24.624934211373329 14.080907747149466 20.371340528130531 6.5872730091214171 181.5267440751195 10.697966686449943 36.79504003515467 5.5620252639055243 681.94309528917074 30.951080217957497 25.036075472831726 36.580447435379028 19.760532826185226 16.181024223566055 leaf_count=93 85 120 103 57 53 117 61 83 41 797 314 670 29 5455 134 108 159 83 77 internal_value=-0.000404418 0.00168767 0.00614544 -0.000114247 0.0124266 0.0024008 0.02062 -0.00903889 -0.00168142 -0.000531076 -0.00208919 -0.00186599 0.00554777 -0.00233392 0.000730554 0.00634212 -0.000709462 0.0117656 -0.0105369 internal_weight=1222.81 461.881 153.654 77.0514 76.6021 35.3049 41.2972 44.375 760.929 308.228 741.585 734.998 42.3571 692.641 274.094 55.9872 218.107 32.6764 34.1332 internal_count=8639 2037 677 326 351 170 181 186 6602 1360 6509 6468 699 5769 1198 242 956 140 162 is_linear=0 shrinkage=0.05 Tree=252 num_leaves=17 num_cat=0 split_feature=2 5 5 2 5 2 3 1 2 1 6 6 1 2 6 2 split_gain=1.04809 1.90363 1.45392 1.82386 1.02196 1.24539 2.6726 0.973221 1.53302 3.77096 2.87964 1.41378 0.715429 5.90353 1.06222 0.235214 threshold=1.0500000000000003 1.0000000180025095e-35 3.5000000000000004 0.15000000000000005 5.5000000000000009 10.450000000000001 5.5000000000000009 5.5000000000000009 6.4500000000000011 4.5000000000000009 1.5000000000000002 1.5000000000000002 4.5000000000000009 9.8500000000000032 2.5000000000000004 0.65000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 12 -7 8 9 -6 -10 -9 13 -2 -14 -5 right_child=4 2 -4 15 7 6 -8 11 10 -11 -12 -13 14 -15 -16 -17 leaf_value=0.005650483922198443 -0.0038531144218439564 -0.0052359296694846676 0.0023453716367382339 -0.017175167559338438 -0.0022728727386836876 0.0056215130664828417 -0.035285241174783592 0.01546124439592265 -0.0068039236462549713 -0.025211354592787352 0.014170186001674225 -0.0084617447496334632 0.0012694559245621671 0.037503196666793255 -0.0039469594900261107 -0.032409167400655491 leaf_weight=19.276520870625973 299.00814905110747 22.107565820217133 12.810071356594561 12.157960258424284 45.490772585384548 7.1942745111882669 6.9522097911685705 12.345723967999222 67.276369377970695 29.407774047926068 20.466474319808185 10.346559152007101 514.09213313274086 7.8726076046004883 119.25172011181712 11.203311540186403 leaf_count=97 2414 103 60 56 438 81 139 80 1083 215 257 60 2794 95 585 49 internal_value=-0.00197522 -0.00758085 -0.0120631 -0.0161932 -0.00158307 -0.000914292 -0.0151541 -0.00497668 -0.00634101 -0.0115587 -0.00175071 0.00444574 -0.000678857 -0.00265757 0.000274706 -0.0257166 internal_weight=1217.26 77.5554 58.2789 45.4688 1139.7 954.371 14.1465 185.334 162.641 74.8985 87.7428 22.6923 940.225 306.881 633.344 23.3613 internal_count=8606 365 268 208 8241 6108 220 2133 1993 653 1340 140 5888 2509 3379 105 is_linear=0 shrinkage=0.05 Tree=253 num_leaves=18 num_cat=0 split_feature=5 3 0 2 2 0 1 4 0 0 0 0 3 0 3 4 2 split_gain=0.834441 1.11367 1.43523 2.77679 2.25736 2.92524 1.71503 1.69602 1.62631 1.08188 3.61929 2.78381 1.84355 0.887765 2.13912 0.660432 0.627423 threshold=5.5000000000000009 3.5000000000000004 550.50000000000011 5.5500000000000007 5.0500000000000007 531.50000000000011 4.5000000000000009 5.5000000000000009 562.50000000000011 500.50000000000006 481.50000000000006 513.50000000000011 5.5000000000000009 520.50000000000011 5.5000000000000009 1.5000000000000002 7.6500000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 -2 4 8 7 -6 -5 -3 -4 10 -1 12 -11 14 -13 -15 -14 right_child=1 2 3 6 5 -7 -8 -9 -10 11 -12 13 16 15 -16 -17 -18 leaf_value=0.011382366831779168 -0.016122085310297154 -0.0051420552227686468 0.012758645187513401 0.00050771122121119562 -0.002912029535853069 -0.02392996823054994 0.021804013303620931 0.029152457827986242 -0.010638244139373794 0.0016219186168008794 -0.028162398614745385 0.0054077591016988957 0.044824120758156755 -0.0098875265514546812 -0.029357347409785017 0.001038664693864515 0.015598059688634308 leaf_weight=9.7824533777311462 13.519751109182833 6.0266885533928853 8.4173399507999402 17.178328227251768 61.619983464013785 22.186735991388559 21.606532253324986 6.5381629168987274 33.160600364208221 9.5611711032688635 11.48512741923332 8.7681302800774557 5.0102860666811448 12.962675362825392 7.1036850288510314 961.52213028818369 6.1555309407413006 leaf_count=232 94 69 63 122 1214 241 125 75 177 122 288 98 65 62 89 5425 98 internal_value=0.000263223 -0.00276484 -0.00162995 0.00324333 -0.00573663 -0.00875177 0.0127471 0.0131682 -0.00559577 0.000828246 -0.0100541 0.0010718 0.0187853 0.000677458 -0.0106734 0.000878211 0.0317297 internal_weight=1222.61 190.254 176.734 80.3628 96.3716 83.8067 38.7849 12.5649 41.5779 1032.35 21.2676 1011.08 20.727 990.357 15.8718 974.485 11.1658 internal_count=8659 2180 2086 487 1599 1455 247 144 240 6479 520 5959 285 5674 187 5487 163 is_linear=0 shrinkage=0.05 Tree=254 num_leaves=22 num_cat=0 split_feature=2 2 2 5 5 2 0 0 4 2 2 5 2 0 2 0 2 6 0 5 4 split_gain=1.68738 2.13632 1.28473 1.51863 1.87541 1.44494 1.23854 2.76201 3.23538 1.81635 2.07938 2.04541 1.62843 1.13997 4.44493 2.58571 2.16291 0.979711 3.86292 2.12107 0.362723 threshold=4.3500000000000005 4.2500000000000009 4.7500000000000009 1.5000000000000002 5.5000000000000009 4.6500000000000012 591.50000000000011 581.50000000000011 4.5000000000000009 3.9500000000000006 3.7500000000000004 2.5000000000000004 1.4500000000000002 513.50000000000011 9.4500000000000011 506.50000000000006 10.950000000000001 1.0000000180025095e-35 591.50000000000011 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 6 3 -2 5 -5 7 12 -9 10 -8 -11 -1 14 15 -4 -16 18 -15 -19 -3 right_child=2 20 13 4 -6 -7 9 8 -10 11 -12 -13 -14 17 16 -17 -18 19 -20 -21 -22 leaf_value=0.020467778635211938 -0.0045700014446983118 -0.024941685429410124 0.007054414862009817 0.020657078738581736 -0.0090197992059373178 0.0013309250931925918 7.3199685252975702e-05 -0.0019019795139341271 -0.030259612146414528 0.022617860455821183 -0.015636421646445599 -0.003809759639994411 -0.0028393535515632085 0.00078377692044469109 -0.02295763505418905 0.031298421530392577 0.0049582500380726023 0.016534641585140501 -0.017631110947266489 0.0004236454775640604 -0.0092929271515390325 leaf_weight=7.198643095791339 18.292111501097679 9.7132465615868586 39.362093795556575 34.956815171986818 8.4473556224256736 14.207603991031645 278.39824449270964 20.456481501460075 19.883194036781788 16.811196416616443 21.735173285007477 11.521099030971525 84.479879189282656 126.71161727420986 14.151870463509114 15.241699077188967 11.812368812039493 20.574629008769989 35.543476916849613 403.86800121329725 10.818439548835157 leaf_count=37 87 48 834 195 65 85 1236 103 103 75 98 52 591 1100 356 211 296 98 181 2704 67 internal_value=-1.3991e-05 -0.00232266 0.00147468 0.00760202 0.0115641 0.0153097 -0.00158732 -0.00565807 -0.0163941 4.58436e-05 -0.00109601 0.0119373 -0.000754216 0.000759864 0.00629838 0.0143528 -0.0103591 -1.6257e-06 -0.00330284 0.0012534 -0.0177429 internal_weight=1224.19 481.016 743.17 75.9039 57.6118 49.1644 460.484 132.018 40.3397 328.466 300.133 28.3323 91.6785 667.266 80.568 54.6038 25.9642 586.698 162.255 424.443 20.5317 internal_count=8622 2410 6212 432 345 280 2295 834 206 1461 1334 127 628 5780 1697 1045 652 4083 1281 2802 115 is_linear=0 shrinkage=0.05 Tree=255 num_leaves=22 num_cat=0 split_feature=4 0 0 6 2 0 0 0 2 2 2 0 2 3 5 0 5 2 0 5 2 split_gain=1.92739 2.14038 1.87715 1.52652 1.73661 2.45298 1.41929 1.32599 2.20042 2.88841 1.70567 2.1163 1.67692 1.60579 4.99706 3.45541 1.1018 2.77837 1.76182 1.06336 0.470969 threshold=4.5000000000000009 521.50000000000011 519.50000000000011 3.5000000000000004 8.8500000000000032 542.50000000000011 631.50000000000011 561.50000000000011 4.6500000000000012 3.8500000000000001 8.6500000000000004 566.50000000000011 7.2500000000000009 4.5000000000000009 3.5000000000000004 545.50000000000011 8.5000000000000018 8.7500000000000018 475.50000000000006 3.5000000000000004 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 left_child=7 2 16 4 6 -6 -3 8 9 -1 11 20 -13 15 -15 -10 18 -18 -2 -5 -9 right_child=1 3 -4 19 5 -7 -8 10 13 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 leaf_value=-0.0067848013571934684 -0.014671873843784825 -0.001989873108543724 0.026664965909792667 -0.00038676557326840504 0.0010644258403363098 -0.024651096541354448 -0.010976619566276512 0.0085158422631227831 0.025566828251114088 0.033121832828170883 0.021916210854308647 0.0027028719175841505 -0.010897266752565284 0.0071580002269022698 -0.024576698330593724 -0.01556021379487927 -0.011263587058118521 0.032177597950443941 0.0038224954711014027 0.017792003521420446 0.027910061535205807 leaf_weight=8.7013679556548613 14.882429182063786 443.91071566194296 7.9688506685197344 17.405231650918726 15.085763230919836 21.377790570259094 48.317891381680965 8.0046380460262316 9.041787941008808 7.5706838183104983 10.904441200196741 428.75941184163094 22.831613972783089 19.550426539033651 30.456715698353946 9.3323307037353498 5.2389390207827082 8.2141018407419306 66.829425100237131 13.114102952182291 8.4398171156644803 leaf_count=73 424 2968 79 88 144 158 204 53 82 57 53 2008 121 176 377 69 140 163 1115 78 56 internal_value=-1.59779e-05 -0.00184753 0.00472106 -0.00307415 -0.00371192 -0.0141341 -0.00290263 0.00212711 -0.00358403 0.0123352 0.00315234 0.00265872 0.00198167 -0.00756744 -0.0121748 0.0046951 0.00257337 0.0153058 0.000256948 0.00758264 0.0197855 internal_weight=1225.94 662.345 103.134 559.211 528.692 36.4636 492.229 563.593 84.6533 16.2721 478.94 468.035 451.591 68.3813 50.0071 18.3741 95.1649 13.453 81.7119 30.5193 16.4445 internal_count=8686 5561 1921 3640 3474 302 3172 3125 834 130 2291 2238 2129 704 553 151 1842 303 1539 166 109 is_linear=0 shrinkage=0.05 Tree=256 num_leaves=16 num_cat=0 split_feature=2 2 2 5 5 6 3 3 4 4 2 3 4 2 2 split_gain=1.33771 1.80408 1.74394 1.48025 1.25266 1.34763 1.16565 1.06088 0.757739 1.28123 0.753051 2.50596 1.84462 0.650902 2.9397 threshold=4.5500000000000007 11.850000000000003 4.2500000000000009 1.5000000000000002 7.5000000000000009 4.5000000000000009 2.5000000000000004 6.5000000000000009 3.5000000000000004 5.5000000000000009 2.3500000000000001 5.5000000000000009 5.5000000000000009 6.3500000000000005 7.4500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 6 -4 5 7 -1 -2 -5 -10 11 -8 -12 -6 -15 right_child=1 -3 3 8 13 -7 10 -9 9 -11 12 -13 -14 14 -16 leaf_value=-0.012301023321471391 0.0020361714059053139 -0.023471741288429042 -0.023692591531832521 -0.017557440064080772 -0.016974176765868133 -0.016861845792388423 -0.00056769000760361309 0.0096458611443305687 0.0044424963905356331 -0.016069361538726602 -0.00049508732266791416 -0.019671008145787813 0.010084583068185334 0.023953126250084254 -0.010584188679633033 leaf_weight=19.800814978778362 602.76867761835456 6.1010528332553795 13.866524986922739 8.514863006770609 10.020594304427503 7.9386408105492583 150.11215595155954 49.231381872203201 25.246756043285131 9.6655450966209155 221.16593086160719 18.490956731140614 49.413507906720042 6.9886259809136382 25.629909361246973 leaf_count=92 4535 172 68 42 137 50 698 638 146 68 1121 95 287 101 439 internal_value=0.000149443 0.00156259 -0.00177995 -0.00993367 0.00182014 0.00236509 -0.000731886 0.00263231 -0.00499343 -0.00138636 -0.000172165 -0.00279589 0.00144859 -0.00636055 -0.00254334 internal_weight=1224.96 708.679 516.277 57.2937 702.578 659.939 458.983 652 43.4272 34.9123 439.183 168.603 270.579 42.6391 32.6185 internal_count=8689 6072 2617 324 5900 5223 2293 5173 256 214 2201 793 1408 677 540 is_linear=0 shrinkage=0.05 Tree=257 num_leaves=16 num_cat=0 split_feature=2 2 1 2 2 4 6 3 2 3 6 1 2 5 1 split_gain=0.844903 1.60377 2.40889 1.14996 0.826573 1.21509 0.91796 0.588012 1.01961 1.4862 0.865866 1.77745 0.716795 0.451324 0.311122 threshold=9.4500000000000011 9.2500000000000018 4.5000000000000009 9.0500000000000025 8.5500000000000025 6.5000000000000009 2.5000000000000004 4.5000000000000009 10.850000000000003 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 11.550000000000002 4.5000000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 -6 -1 -2 10 -10 14 -12 -11 -5 -9 right_child=7 2 -4 13 5 -7 -8 8 9 12 11 -13 -14 -15 -16 leaf_value=0.00034209335048589423 -0.016539756918237686 -0.0012107887736693143 0.038147413042448369 -0.024924651232346818 0.0024345685808168007 0.0259628174893566 -0.0035504857324340487 -0.027853874631792286 0.023339346258824081 -0.016495981872110939 0.008649577849958321 -0.020538911408751304 0.0065731043152296902 -0.0036540487219229333 -0.0089580598359053319 leaf_weight=921.11161509575322 10.19707542657852 8.318938182666896 5.8463533595204344 5.3813300626352412 26.989919272251427 6.1907370230182996 179.95267928391695 5.1227187942713481 6.4372612759470966 5.6039032964035851 13.317369054537268 7.16040458343923 5.6776554766111076 5.8180007012560964 7.4498816402629018 leaf_count=6102 105 85 37 59 268 82 976 122 97 93 209 63 158 71 112 internal_value=-0.000309378 -1.08978e-06 0.0161479 -0.000219071 -5.03737e-05 0.00760182 -0.000292199 -0.00599784 -0.0035053 0.00579822 -0.00866371 -0.00180496 -0.00488903 -0.0154898 -0.0185105 internal_weight=1220.58 1159.61 14.1653 1145.44 1134.24 33.1807 1101.06 60.9663 50.7692 17.7188 33.0504 20.4778 11.2816 11.1993 12.5726 internal_count=8639 7680 122 7558 7428 350 7078 959 854 348 506 272 251 130 234 is_linear=0 shrinkage=0.05 Tree=258 num_leaves=24 num_cat=0 split_feature=3 6 2 0 0 6 5 0 2 0 1 0 2 2 5 0 5 0 0 2 0 2 0 split_gain=0.92469 1.39107 4.28461 2.9003 4.87889 4.07976 2.42767 4.79175 4.78616 1.90151 4.1844 2.80862 1.07779 4.89959 3.36975 5.02779 3.0548 1.44562 1.39649 1.3465 1.31148 0.762048 0.365719 threshold=4.5000000000000009 1.0000000180025095e-35 2.3500000000000001 576.50000000000011 572.50000000000011 1.5000000000000002 3.5000000000000004 574.50000000000011 8.5500000000000025 603.50000000000011 4.5000000000000009 621.50000000000011 6.3500000000000005 6.0500000000000007 5.5000000000000009 560.50000000000011 2.5000000000000004 569.50000000000011 578.50000000000011 9.4500000000000011 525.50000000000011 8.0500000000000025 592.50000000000011 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=12 2 -2 4 5 -3 7 -4 -8 10 -5 -11 13 14 16 -16 -1 19 -19 20 -14 -20 -15 right_child=1 3 6 9 -6 -7 8 -9 -10 11 -12 -13 17 22 15 -17 -18 18 21 -21 -22 -23 -24 leaf_value=0.0030393438411908148 -0.033569835777647244 0.0037138774259083333 0.014465682209623626 0.021293649014483357 -0.028996168107251759 -0.0093530003135865319 -0.014559872326429713 -0.010638090445035019 0.0099681932264209221 -0.0094280089728093035 0.0012347455375643936 0.0064022644630558172 -0.0008185520673253899 -0.031747798813886757 0.04609774656151551 0.0011819910916493947 -0.006058343204009207 -0.016128397759810436 -0.00013515026511456982 -0.0075756543754902095 0.017536573337907542 0.01416480403803101 -0.014087738788127255 leaf_weight=243.02894989401102 11.814671438187359 129.78957931371406 41.630601692944765 38.37198493629694 17.427567005157471 108.61030898801982 78.356071664020419 33.191926807165146 25.500870467163622 52.491386607289314 78.687840834259987 57.664043240249157 11.953281655907629 9.6811835281550902 8.9620944522321242 17.421042926609516 147.25265583768487 10.633513517677782 40.284691974520683 8.0420888932421786 40.260115899145603 10.859695143997667 10.086599394679068 leaf_count=1120 63 1440 429 209 101 1053 858 191 441 238 404 243 154 73 80 91 764 64 187 91 293 55 45 internal_value=-0.000722431 -0.00197059 -0.00557976 -0.000528352 -0.00418093 -0.00223245 -0.00352463 0.00327006 -0.00845198 0.00356257 0.00797704 -0.00111317 0.000774803 -0.000378946 0.000788973 0.0177483 -0.000387132 0.00491118 -0.000401723 0.0103576 0.0133041 0.00301875 -0.0240897 internal_weight=1232 673.537 190.494 483.043 255.827 238.4 178.679 74.8225 103.857 227.215 117.06 110.155 558.466 436.433 416.665 26.3831 390.282 122.033 61.7779 60.2555 52.2134 51.1444 19.7678 internal_count=8687 5670 1982 3688 2594 2493 1919 620 1299 1094 613 481 3017 2173 2055 171 1884 844 306 538 447 242 118 is_linear=0 shrinkage=0.05 Tree=259 num_leaves=11 num_cat=0 split_feature=0 2 2 4 0 5 6 4 2 2 split_gain=2.63201 1.74779 1.63404 2.48052 1.55753 2.26083 1.30717 2.45957 1.06442 0.817773 threshold=662.50000000000011 11.750000000000002 0.55000000000000016 4.5000000000000009 682.50000000000011 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 8.2500000000000018 2.9500000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 9 -6 8 -8 -4 -2 right_child=4 -3 6 -5 5 -7 7 -9 -10 -11 leaf_value=-0.020818472993444873 0.011291186053406326 -0.024466597421968665 0.00054290075875237053 0.0059826119314385379 0.014856193306851347 -0.013567346038094761 0.029457875673864417 0.0023453252280850921 -0.004283972943556447 0.030298467634758037 leaf_weight=21.283632040023804 19.441070593893532 6.3478311421349636 934.47959749866277 13.113189078867434 14.177218712866308 11.917814277112482 9.7230769321322423 41.401561131700873 129.07429073192179 9.8472800850868207 leaf_count=93 97 185 6117 59 73 58 46 228 1582 49 internal_value=0.000351858 -0.000158499 0 -0.0105794 0.0109017 0.00166876 0.000332499 0.00806384 -4.16721e-05 0.0186362 internal_weight=1210.81 1155.42 1149.08 34.3968 55.3834 26.095 1114.68 51.1246 1063.55 29.2884 internal_count=8587 8310 8125 152 277 131 7973 274 7699 146 is_linear=0 shrinkage=0.05 Tree=260 num_leaves=14 num_cat=0 split_feature=0 4 0 5 6 0 5 4 6 3 4 4 5 split_gain=1.24868 2.94557 2.90414 4.1111 1.84003 1.05228 1.31452 2.15441 1.21513 0.909669 3.14815 0.698552 1.2804 threshold=481.50000000000006 5.5000000000000009 500.50000000000006 5.5000000000000009 1.0000000180025095e-35 521.50000000000011 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 4.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 -5 11 8 -8 -7 -3 -11 -4 -13 right_child=2 9 5 4 -6 6 7 -9 -10 10 -12 12 -14 leaf_value=-0.020346949432362628 -0.039201086148738656 0.0015960419644673229 -0.0059653152559104574 0.018847840331214193 -0.016656453167410667 -0.004526764401642144 0.0034958934762434331 -0.0029040733515193484 0.0040152210529628297 0.050755246139052204 0.0052631061216802111 0.013987613375064711 -0.0014533990365943 leaf_weight=5.4578948463313308 10.683325662277641 7.0253827739506987 9.4006696660071594 6.5583181176334602 6.0153699852526188 50.255799081176519 161.33456160873175 681.87883402779698 213.93368341401219 5.7116778418421736 10.057499647140501 33.48601408675313 20.806944701820612 leaf_count=168 276 133 132 136 132 279 853 4374 1012 144 270 411 316 internal_value=-0.000443881 0.00975166 -0.000697196 -0.0178255 0.00151814 -0.000337859 -0.000703393 -0.00167094 0.00236051 0.0177208 0.0240829 0.00585281 0.00806039 internal_weight=1222.61 28.2525 1194.35 23.257 12.5737 1171.1 1107.4 843.213 264.189 22.7946 15.7692 63.6936 54.293 internal_count=8636 715 7921 544 268 7377 6518 5227 1291 547 414 859 727 is_linear=0 shrinkage=0.05 Tree=261 num_leaves=12 num_cat=0 split_feature=2 5 6 3 2 2 2 2 2 0 0 split_gain=1.23525 1.01013 2.00287 1.0536 1.70105 3.14321 1.86913 1.19073 1.31625 0.244406 0.115608 threshold=11.65 8.5000000000000018 1.5000000000000002 4.5000000000000009 5.4500000000000011 5.0500000000000007 9.4500000000000011 10.850000000000003 3.1500000000000008 492.50000000000006 523.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 -1 -6 8 -5 -3 -11 right_child=-2 2 -4 7 6 -7 -8 -9 -10 10 -12 leaf_value=-0.0018044719800157127 -0.018583691831404982 -0.028488523591629601 0.012122718399268068 0.0063787663595297533 0.003722160991468269 -0.018525900450423936 -0.019122962115675018 0.019178834709619258 0.00039309105302538739 -0.0040142748789958891 -0.016853441942375078 leaf_weight=332.17194353416562 7.8596846703439942 5.4444326497614446 6.2893414050340644 111.2204359062016 180.52844614163041 29.875604964792728 8.377291511744259 8.6989674698561412 519.33466979069635 5.1946330191567522 5.706526093184948 leaf_count=1574 211 150 94 556 1115 167 82 127 4397 100 78 internal_value=1.37301e-05 0.000153578 -0.0100749 0.000360592 -0.00123532 -0.0032453 0.00258737 0.00174365 0.00146522 -0.0191108 -0.0120068 internal_weight=1220.7 1212.84 22.6349 1190.21 550.953 362.048 188.906 639.254 630.555 16.3456 10.9012 internal_count=8651 8440 422 8018 2938 1741 1197 5080 4953 328 178 is_linear=0 shrinkage=0.05 Tree=262 num_leaves=14 num_cat=0 split_feature=0 2 2 2 0 5 4 3 2 2 2 0 2 split_gain=1.60006 3.74954 2.77689 2.11433 1.92762 1.12332 2.23041 0.70839 1.54512 1.33425 1.18392 0.64908 0.217944 threshold=645.50000000000011 3.9500000000000006 4.9500000000000011 2.1500000000000008 640.50000000000011 1.5000000000000002 3.5000000000000004 7.5000000000000009 7.5500000000000007 11.65 10.850000000000003 657.50000000000011 3.1500000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 5 7 6 -2 9 -9 10 -1 -5 -6 right_child=1 2 -4 11 12 -7 -8 8 -10 -11 -12 -13 -14 leaf_value=-0.00093615010399059973 -0.0090850049735079347 0.036175258234673796 0.0036758894524300794 -0.017490076744865014 -0.018513159147338761 0.016759145417154713 0.013737411069028397 0.02883071235264191 -0.0062599365521451124 -0.021248186921027659 0.013948062227063518 -0.0031800958182422174 -0.0074883487090292274 leaf_weight=1048.0941546163522 22.271982826292515 13.587678052484991 13.10800166428089 14.142429560422896 14.582256510853769 16.090687103569508 18.748413980007172 5.18942266050726 5.4075603522360325 7.0166522995568803 12.500491482205687 20.065837047994137 12.295296505093573 leaf_count=7502 107 60 56 58 60 79 87 59 131 186 156 91 51 internal_value=-0.000510428 0.00499122 0.021107 4.82854e-05 -0.00110647 0.00595913 0.0013057 -0.000765199 0.0114973 -0.000902239 -0.000743037 -0.00956689 -0.0140987 internal_weight=1223.1 118.015 26.6957 91.3194 1105.09 57.1111 41.0204 1078.21 10.597 1067.61 1060.59 34.2083 26.8776 internal_count=8683 538 116 422 8145 273 194 8034 190 7844 7658 149 111 is_linear=0 shrinkage=0.05 Tree=263 num_leaves=10 num_cat=0 split_feature=0 2 6 5 0 0 0 0 0 split_gain=2.7788 1.66839 1.36777 1.04076 3.06767 2.20095 1.66161 1.1271 0.584513 threshold=466.50000000000006 0.15000000000000005 2.5000000000000004 5.5000000000000009 614.50000000000011 600.50000000000011 481.50000000000006 663.50000000000011 649.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 2 8 6 5 -5 -3 -8 -2 right_child=1 3 -4 4 -6 -7 7 -9 -10 leaf_value=-0.024687404889344133 -0.003464392358867076 0.023848822019172294 0.024815024307817794 -0.0035540408704493169 -0.033469917307784605 0.018984074955210643 0.00080695453590284719 -0.0073737369401760469 0.010732534339254286 leaf_weight=10.204646538011728 12.695941835641863 6.6503907889127722 10.857573881745337 161.59686873015016 7.1800732314586631 10.568485125899313 943.43264764454216 42.999534726142883 13.881172619760035 leaf_count=393 55 112 51 1793 31 48 5856 206 76 internal_value=9.25237e-05 0.000325876 0.0105767 -5.89664e-06 -0.00350464 -0.00204001 0.000623817 0.00043818 0.00388962 internal_weight=1220.07 1209.86 37.4347 1172.43 179.345 172.165 993.083 986.432 26.5771 internal_count=8621 8228 182 8046 1872 1841 6174 6062 131 is_linear=0 shrinkage=0.05 Tree=264 num_leaves=16 num_cat=0 split_feature=0 4 3 0 0 0 2 0 0 5 2 3 0 0 2 split_gain=1.02248 1.13434 2.81731 3.64024 2.19346 2.16204 1.77569 1.39699 2.91411 4.59178 1.73728 1.70982 3.97357 2.75603 0.429821 threshold=466.50000000000006 6.5000000000000009 4.5000000000000009 566.50000000000011 552.50000000000011 565.50000000000011 6.6500000000000012 575.50000000000011 578.50000000000011 4.5000000000000009 8.6500000000000004 5.5000000000000009 502.50000000000006 573.50000000000011 10.450000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 7 5 4 -4 6 -3 11 9 -9 -10 13 -13 -2 -1 right_child=1 2 3 -5 -6 -7 -8 8 10 -11 -12 12 -14 -15 -16 leaf_value=-0.022590393000316743 0.00093696895484470075 -0.017461855188961973 0.0014204424872484415 -0.020478735710006298 0.028450041276337958 0.030216284173347693 0.016546306443596708 0.0025164968597543532 -5.9097383573897823e-05 0.043481195917140045 0.019272325302385908 0.014032054599629629 -0.009804136535015117 -0.022966220459202786 -0.0018720574468296628 leaf_weight=6.0599347692914289 253.88001569081098 5.3750455714762237 47.895552274771035 16.10034067183733 8.0394770130515081 15.454082712531088 8.5355598162859661 22.09532289206982 640.2190957069397 9.1955555677413923 10.828789025545118 18.984438584186137 136.33880389854312 11.654425807297228 5.0684154410846531 leaf_count=246 2138 47 673 97 66 78 96 132 3002 55 55 423 1256 71 172 internal_value=-5.10727e-05 9.01676e-05 0.00512766 -0.000185753 0.00582465 0.0179037 0.00278045 -0.000372549 0.00101927 0.0156835 0.000283835 -0.00263803 -0.00678764 -0.000175623 -0.0144988 internal_weight=1215.72 1204.6 101.4 72.0354 55.935 29.3647 13.9106 1103.2 682.339 31.2909 651.048 420.858 155.323 265.534 11.1284 internal_count=8607 8189 1057 836 739 221 143 7132 3244 187 3057 3888 1679 2209 418 is_linear=0 shrinkage=0.05 Tree=265 num_leaves=20 num_cat=0 split_feature=2 6 2 4 0 0 2 2 4 0 0 0 0 3 0 0 2 3 0 split_gain=0.805168 1.04024 3.61048 1.95665 1.6419 2.29694 2.14654 1.58349 0.908811 1.46193 2.55387 2.14368 0.77114 0.750914 0.641243 2.06354 0.496397 0.472627 0.433521 threshold=2.8500000000000001 1.5000000000000002 2.3500000000000001 2.5000000000000004 609.50000000000011 577.50000000000011 2.4500000000000006 1.7500000000000002 7.5000000000000009 468.50000000000006 492.50000000000006 501.50000000000006 627.50000000000011 4.5000000000000009 505.50000000000006 533.50000000000011 9.7500000000000018 4.5000000000000009 484.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 -1 5 -5 -6 13 9 16 18 -12 -4 -3 -10 -16 -2 -9 -11 right_child=8 2 12 4 6 -7 -8 17 14 10 11 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=-0.01699820147520021 0.029376488562133624 -0.0090269901204630704 -0.027478488105738188 0.011216717364174379 0.0038342774381062831 -0.011321543390228722 0.027419384259582975 0.013781306063562133 0.0010360574984539085 -0.0098442798407841169 0.019458235566097506 0.0011509237966231777 -0.0092182010822174122 0.0026710588190374009 -0.037141412982583777 0.00098590830567080027 0.0052505251344250672 0.00036451144507320131 -0.027684868410285991 leaf_weight=12.410172477364538 5.069766257889567 39.466660469770432 16.766190193593506 16.042251702398062 51.934700168669224 32.176276005804539 11.21243980526924 17.872727259993557 8.9198003159835952 15.22885497659445 15.325424484908579 918.32000109553337 12.261407017707823 19.339088760316372 5.1630479339510185 7.6747952103614807 5.0299354246817529 11.354810938239096 5.4839714923873535 leaf_count=60 179 180 81 105 230 154 47 79 189 326 270 6074 51 88 72 57 184 57 190 internal_value=0.000423417 -0.00215591 -0.00552093 0.00100522 0.00318937 -0.00364595 0.00846217 -0.000352351 0.00105991 0.0012962 0.00107966 0.00147728 -0.0204956 -0.00511598 -0.00879152 -0.0155625 0.0193671 0.00891883 -0.0158556 internal_weight=1227.05 240.837 117.061 123.776 111.366 48.2185 63.1471 88.0333 986.216 964.458 954.358 933.645 29.0276 58.8057 21.7576 12.8378 10.0997 29.2275 20.7128 internal_count=8673 1132 536 596 536 259 277 404 7541 7223 6860 6344 132 268 318 129 363 136 516 is_linear=0 shrinkage=0.05 Tree=266 num_leaves=7 num_cat=0 split_feature=0 2 6 2 2 6 split_gain=1.58024 1.19238 1.19984 1.1845 0.782173 0.633829 threshold=694.50000000000011 0.15000000000000005 4.5000000000000009 0.45000000000000007 6.6500000000000012 1.5000000000000002 decision_type=2 2 2 2 2 2 left_child=1 5 3 -3 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=0.017903777925748088 -0.015836408437476766 -0.016671656335352881 -0.013257406182239887 0.0016095262561290867 -0.0012613401069262317 0.0032547644136467625 leaf_weight=13.775417856872084 13.603703416883944 8.792878106236456 14.75907229632139 815.22062514256686 331.75752958003432 17.946702286601067 leaf_count=64 75 42 79 4791 3503 82 internal_value=0.000498623 0.00070062 0.000432614 0.000623066 0.000774412 0.0101217 internal_weight=1215.86 1202.25 1170.53 1155.77 1146.98 31.7221 internal_count=8636 8561 8415 8336 8294 146 is_linear=0 shrinkage=0.05 Tree=267 num_leaves=20 num_cat=0 split_feature=5 4 0 0 1 1 2 2 2 0 2 2 5 3 0 2 0 2 0 split_gain=2.48821 3.07345 3.91661 4.40422 3.10959 1.95439 2.6875 1.77793 3.36688 3.41339 1.69344 2.54442 2.38954 1.78167 1.60414 3.14846 1.81102 0.949416 0.547447 threshold=1.5000000000000002 3.5000000000000004 619.50000000000011 612.50000000000011 4.5000000000000009 6.5000000000000009 1.6500000000000001 5.9500000000000011 4.9500000000000011 628.50000000000011 9.3500000000000032 9.2500000000000018 7.5000000000000009 6.5000000000000009 501.50000000000006 8.8500000000000032 488.50000000000006 9.8500000000000032 494.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 -3 6 -4 8 9 -1 11 14 13 17 16 -16 -2 -12 -14 right_child=10 2 5 -5 -6 -7 -8 -9 -10 -11 12 -13 18 -15 15 -17 -18 -19 -20 leaf_value=0.003765139570022918 0.00016675599148552106 -0.015608551987084643 0.019334963661522847 -0.036421001014254516 0.0038528238115656012 0.021436051512506001 -0.003063696744120522 -0.02969678033219399 0.016254460458297225 -0.019409517220016506 -0.026700125395768517 0.028561676881025067 0.0017646602238639616 0.0083797659872834104 0.0016976263460411771 -0.018447674928804201 0.024103778381026682 -0.0096852780483584373 0.023153018081539571 leaf_weight=21.980617038905621 15.889727707486601 30.716955183073878 17.714674472808838 10.245202869176863 56.724691695533693 19.132238931953907 45.542133271694183 10.867908231914042 10.866281762719153 51.065097741782665 13.029911489225922 7.9027837216854087 7.1362217711284739 8.4970176178030652 839.70538772270083 18.825167011469603 15.635061718523501 28.849041654262692 5.2811668775975704 leaf_count=100 428 214 79 46 312 87 191 52 52 232 152 61 182 203 5437 174 282 394 62 internal_value=0.000157864 -0.00402382 -0.000145806 -0.00691292 -0.00302632 0.00780453 0.00333438 -0.0112611 -0.00849295 -0.0124117 0.00136232 0.00192394 -0.00649485 -0.0113694 0.00165002 0.00122913 0.0125684 -0.015595 0.0122815 internal_weight=1235.61 274.856 180.076 97.6868 87.4416 82.389 63.2568 94.7799 83.912 73.0457 960.751 897.958 62.7934 50.376 890.055 858.531 31.5248 41.879 12.4174 internal_count=8740 1365 929 572 526 357 270 436 384 332 7375 6382 993 749 6321 5611 710 546 244 is_linear=0 shrinkage=0.05 Tree=268 num_leaves=21 num_cat=0 split_feature=0 5 2 2 2 0 0 0 0 2 2 5 2 6 5 3 2 0 0 6 split_gain=1.52212 1.90475 2.50724 5.19296 2.35211 1.8837 1.63455 1.50668 1.97115 1.69244 1.32562 2.34235 1.84078 2.35294 0.993156 2.5618 2.15801 0.954868 0.527707 0.215441 threshold=588.50000000000011 6.5000000000000009 6.7500000000000009 7.7500000000000009 3.3500000000000001 468.50000000000006 529.50000000000011 508.50000000000006 513.50000000000011 7.2500000000000009 7.1500000000000012 3.5000000000000004 6.4500000000000011 1.5000000000000002 1.5000000000000002 4.5000000000000009 2.5500000000000003 521.50000000000011 548.50000000000011 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 18 -3 -1 -5 9 -9 -7 12 19 14 -14 15 -2 -16 -6 -4 -12 right_child=10 2 3 6 17 7 -8 8 -10 -11 11 -13 13 -15 16 -17 -18 -19 -20 -21 leaf_value=0.021975318900795543 0.002399634947241163 0.022787230245236031 0.023250879308229798 -0.0051332817530139463 0.0038203401950205849 -0.028652342119517789 0.016182118449269298 0.017454054748243516 -0.0032675781418970333 -0.005331491337249649 -0.0037375788169808043 0.028051608724973698 -0.02282953268766811 0.0043425950892565339 0.010050889260041577 -0.010044499509371608 0.00077580522474746756 -0.01551392522980055 0.050046001215224949 0.0056995846933110281 leaf_weight=6.3089030967093995 141.34779654443264 5.2088273726403704 9.863411804661153 27.743397836573422 7.6152901519089964 11.245875939726828 12.031380157917736 10.697334468364714 498.59510648623109 25.060123807750642 11.01059488207102 11.709963351488112 16.912837520241741 13.388224154710768 85.386643148958683 57.159145049750805 234.72418637573719 23.951597630977631 5.1680123805999747 10.829282686114309 leaf_count=199 628 38 162 586 137 209 108 140 3667 511 53 56 77 60 381 264 1083 227 32 49 internal_value=-0.000386692 -0.00206459 0.00455698 0.0112818 -0.00536593 -0.00317865 0.00143048 -0.00351833 -0.00278919 -0.0132636 0.00145877 0.0109716 0.000849366 -0.0109089 0.00156565 -0.00119092 0.00328902 -0.0107221 0.0353224 0.000767581 internal_weight=1225.96 643.489 91.5819 54.8062 36.7757 551.907 39.7748 545.598 509.292 36.306 582.469 33.5498 548.919 30.3011 518.618 198.507 320.111 31.5669 15.0314 21.8399 internal_count=8667 6016 1290 888 402 4726 694 4527 3807 720 2651 158 2493 137 2356 892 1464 364 194 102 is_linear=0 shrinkage=0.05 Tree=269 num_leaves=11 num_cat=0 split_feature=5 2 2 2 0 4 0 0 2 2 split_gain=0.657295 1.46851 0.931505 1.12149 0.579155 2.98471 2.09085 1.60407 0.788751 0.71806 threshold=9.5000000000000018 8.7500000000000018 11.050000000000002 11.550000000000002 506.50000000000006 7.5000000000000009 499.50000000000006 510.50000000000006 7.4500000000000011 9.8500000000000032 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 6 -1 8 -6 -9 right_child=1 -3 3 -5 7 -7 -8 9 -10 -11 leaf_value=-0.003718713249343425 -0.0062169516178984122 0.028200404752919711 -0.028236287241160118 0 0.029469200744663967 0.022542157256523889 -0.027492039718278457 -0.0010811201466353073 0.0017547342346398813 0.0082804854042874982 leaf_weight=32.492047352250665 5.4203937221318466 5.0138485236093402 5.928222884424029 6.4813055307604373 5.4636029154062253 6.7731559788808218 12.540742153301833 1121.1476754490286 5.1627545356750488 19.766317639499903 leaf_count=794 111 98 92 183 65 134 204 6732 72 160 internal_value=-0.000992366 0.0109039 -0.00110745 -0.0142424 -0.000956134 -0.00608996 -0.0109011 -0.000715749 0.0177434 -0.000907442 internal_weight=1226.19 10.4342 1215.76 12.4095 1203.35 51.8059 45.0328 1151.54 10.6264 1140.91 internal_count=8645 209 8436 275 8161 1132 998 7029 137 6892 is_linear=0 shrinkage=0.05 Tree=270 num_leaves=10 num_cat=0 split_feature=0 0 2 3 2 0 0 0 0 split_gain=0.530205 1.42999 2.21358 1.93871 1.42865 0.862615 0.980659 1.19741 0.857196 threshold=654.50000000000011 661.50000000000011 0.35000000000000003 3.5000000000000004 2.3500000000000001 651.50000000000011 648.50000000000011 645.50000000000011 640.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=5 -2 -3 -4 -5 6 7 8 -1 right_child=1 2 3 4 -6 -7 -8 -9 -10 leaf_value=-0.00026728561447584556 -0.014121280243469828 0.01593714621932699 -0.016815472315606528 0.015832995259468751 -0.0081273522901978215 0.012408948726046741 -0.01366526880473363 0.014334630212700939 -0.00913428208338277 leaf_weight=1065.0587979503907 25.292827934026718 14.888551920652388 20.125223830342293 11.513799846172335 11.208069324493406 12.109664663672445 12.949067011475561 12.7609416693449 27.041361510753632 leaf_count=7971 104 87 94 54 54 50 53 53 112 internal_value=-0.000618767 -0.0044555 0 -0.00584575 0.00395886 -0.000328726 -0.000482155 -0.000310909 -0.00049957 internal_weight=1212.95 83.0285 57.7356 42.8471 22.7219 1129.92 1117.81 1104.86 1092.1 internal_count=8632 393 289 202 108 8239 8189 8136 8083 is_linear=0 shrinkage=0.05 Tree=271 num_leaves=10 num_cat=0 split_feature=0 4 0 0 1 3 0 3 3 split_gain=1.57166 1.52507 1.52073 2.05375 1.02257 0.938084 1.56068 0.690431 0.0524941 threshold=481.50000000000006 5.5000000000000009 492.50000000000006 496.50000000000006 2.5000000000000004 5.5000000000000009 473.50000000000006 7.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 -4 8 -3 -7 -6 -5 right_child=2 5 3 4 7 6 -8 -9 -10 leaf_value=-0.010508843376018644 -0.019550657956270628 0.0011634596027403153 0.023598918102927271 -0.017602047230465656 0.00040912436222852102 0.010260867607361496 0.043406426585556677 0.014044321240862703 -0.0062346894355707425 leaf_weight=5.148263563867661 8.466538805048911 7.0913777975365546 8.6012677280232293 6.3812482636421901 1163.1991633474827 10.832394166383894 5.6007246430963269 8.3886170424520952 5.1672956366091967 leaf_count=165 291 135 140 59 7354 341 89 81 66 internal_value=0.000682192 0.0120557 0.000396506 0.000558683 0.000367173 0.017425 0.0236862 0.000522911 -0.0138164 internal_weight=1228.88 28.6728 1200.2 1191.74 1183.14 23.5245 16.4331 1171.59 11.5485 internal_count=8721 730 7991 7700 7560 565 430 7435 125 is_linear=0 shrinkage=0.05 Tree=272 num_leaves=24 num_cat=0 split_feature=3 5 0 3 5 2 0 2 2 2 4 2 0 0 2 0 2 2 0 0 0 3 5 split_gain=1.16386 1.95128 2.12769 2.39609 3.68991 1.83793 4.52417 4.05533 1.60504 1.58343 3.16405 2.7474 1.5171 1.27954 1.0277 4.56958 1.85077 1.64067 1.38481 0.888439 0.796965 0.656607 0.232758 threshold=6.5000000000000009 5.5000000000000009 587.50000000000011 5.5000000000000009 2.5000000000000004 7.3500000000000005 519.50000000000011 7.1500000000000012 9.6500000000000004 6.3500000000000005 4.5000000000000009 4.5500000000000007 552.50000000000011 625.50000000000011 4.4500000000000011 560.50000000000011 5.2500000000000009 3.7500000000000004 556.50000000000011 573.50000000000011 501.50000000000006 4.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 13 -5 7 -7 -1 9 10 -2 -12 20 -4 15 17 19 -3 -18 -16 -11 -17 -10 right_child=8 14 3 4 -6 6 -8 -9 22 12 11 -13 -14 -15 16 21 18 -19 -20 -21 -22 -23 -24 leaf_value=-0.0032381650772880925 -0.020888618158609068 0.013192132528913637 0.0039079956689683998 -0.022235361272127632 0.0047552267093031262 0.008428791296956924 -0.014524518693658964 0.024328476110065292 0.016814346514240547 -0.0059816163212110035 -0.0093296828264954178 0.026510855228543542 0 -0.0011502507093275288 -0.018688083913552759 0.0076071232956803321 0.00076977855905643725 0.054239178832995033 0.012378267597096884 0.0029654037385160163 -0.030165082182024655 -0.008593419737830026 0.0012206451101225762 leaf_weight=293.75806435383856 12.495876321569083 5.8515037149190885 280.93537879735231 26.296119138598442 22.609546706080437 26.818544959649444 92.798193180933595 12.950784417800604 5.1809741314500553 5.6455692565068665 8.9140795096755046 10.611922085285185 8.6058277413248998 221.89066742360592 12.961278367787601 10.556174330413343 76.811439518351108 5.6000680476427078 38.515274848788977 6.2506320327520362 16.445946902036667 12.466310095041989 5.4212049683555961 leaf_count=2107 84 52 1303 124 112 464 758 97 102 198 60 114 56 967 125 51 1129 56 228 35 200 68 154 internal_value=-0.000952997 -0.000554882 -0.00141689 0.000625533 -0.00981192 -0.00406709 -0.00930963 -0.00198263 -0.00702272 -0.0101022 -0.00201574 0.0102478 -0.0180502 0.00166808 0.00438306 0.0119963 0.00232126 0.0364105 0.00476269 -0.0115975 -0.0247281 -0.000949628 0.0100642 internal_weight=1220.39 1147.07 978.057 551.732 48.9057 426.326 119.617 306.709 73.3214 62.7192 32.0219 19.526 30.6973 502.826 169.013 34.4741 134.539 11.4516 115.327 19.2119 22.0915 23.0225 10.6022 internal_count=8644 7676 5932 2506 236 3426 1222 2204 968 712 258 174 454 2270 1744 227 1517 108 1357 160 398 119 256 is_linear=0 shrinkage=0.05 Tree=273 num_leaves=24 num_cat=0 split_feature=5 4 4 0 2 2 0 3 2 0 5 0 4 4 3 6 5 0 0 2 5 2 2 split_gain=1.3047 3.24372 2.63869 2.54551 2.52553 4.59453 2.31246 1.39892 1.22957 2.21162 5.20087 2.56469 2.06025 1.43284 2.33169 2.82906 2.08851 4.39864 3.16407 1.35955 1.0478 0.967375 0.774973 threshold=6.5000000000000009 6.5000000000000009 7.5000000000000009 578.50000000000011 6.7500000000000009 7.3500000000000005 564.50000000000011 5.5000000000000009 6.0500000000000007 549.50000000000011 5.5000000000000009 530.50000000000011 6.5000000000000009 5.5000000000000009 3.5000000000000004 1.5000000000000002 5.5000000000000009 582.50000000000011 568.50000000000011 7.9500000000000011 2.5000000000000004 6.5500000000000007 7.1500000000000012 decision_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=8 3 7 4 6 -6 -2 -3 13 10 19 -12 21 16 20 -16 18 -18 -1 -10 -15 -11 -14 right_child=1 2 -4 -5 5 -7 -8 -9 9 12 11 -13 22 14 15 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=-0.0089497330849981991 -0.0056109187100744163 -0.03726224903553596 0.014774451113201532 -0.0055657902653895655 0.057006820121753676 0.014216353462324525 0.025364022765778239 -0.0049517616952332831 0.0020396111738615525 -0.01166182825975484 -0.00606094716783396 -0.041788188132605236 0.0010148487733239332 -0.01761624694899187 0.0035821879928454627 0.020079049345520218 0.02994174875379009 -0.0080086486629196898 0.0019679965260612025 0.01243067358540805 0.0025181239487444477 -0.0037137118787375807 0.023332210415610712 leaf_weight=75.362689567729831 19.014865952543918 6.6710544740781206 6.1456432314589611 16.545321799814701 7.5100106159225097 30.666434504557401 7.5714138969779006 7.3085789643228054 63.960706811398268 52.75834758579731 16.946374432183806 6.705200742930173 8.493295989930628 11.061926104128363 69.937017885968089 41.835246516391635 16.93934224545956 12.405806243419645 503.29753310233355 64.644422466866672 12.676970079541205 151.36904049292207 7.2390792667865744 leaf_count=588 247 91 116 86 76 481 43 168 695 294 346 73 58 53 497 241 126 59 2366 848 69 905 55 internal_value=0.00158295 0.00699333 -0.0104808 0.011454 0.0158968 0.0240019 0.00362875 -0.0221623 0.00108074 -0.00125474 0.00334563 -0.0176767 -0.00446394 0.00225644 0.00689435 0.00992443 0.00120492 0.013998 0.000524497 0.00735695 -0.00699488 -0.00583918 0.0123635 internal_weight=1217.07 101.433 20.1253 81.308 64.7627 38.1764 26.5863 13.9796 1115.63 372.116 152.257 23.6516 219.86 743.517 135.511 111.772 608.005 29.3451 578.66 128.605 23.7389 204.127 15.7324 internal_count=8581 1308 375 933 847 557 290 259 7273 3274 1962 419 1312 3999 860 738 3139 185 2954 1543 122 1199 113 is_linear=0 shrinkage=0.05 Tree=274 num_leaves=16 num_cat=0 split_feature=2 0 0 2 2 4 2 4 3 3 0 4 1 2 4 split_gain=2.12051 1.63786 1.90351 1.84653 1.85666 2.28367 1.84142 1.62431 6.3078 3.6022 1.45404 1.39137 1.30095 1.58614 0.74232 threshold=11.050000000000002 573.50000000000011 622.50000000000011 4.6500000000000012 4.9500000000000011 5.5000000000000009 0.8500000000000002 4.5000000000000009 4.5000000000000009 5.5000000000000009 473.50000000000006 4.5000000000000009 4.5000000000000009 0.35000000000000003 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 7 5 -5 -3 9 -9 -1 -6 -8 -4 -14 -2 right_child=14 2 12 4 10 -7 11 8 -10 -11 -12 -13 13 -15 -16 leaf_value=0.0063236817836351752 -0.032770008604773207 -0.019342701462928664 0.013968130327790035 -0.027178576596736351 -0.015535966153497383 0.0064075441846098069 -0.0056169564392572827 0.029942882727670872 -0.0058542593903314717 0.044706012081584812 0.0019298103934619272 -2.9303883106317627e-05 0.010958818518345093 -0.00089623253299858153 -0.0084228084057408822 leaf_weight=21.937318775802854 5.1224200050346544 17.090681999921799 18.887327939271927 11.789405943825843 11.288917103316633 7.5113693606108418 236.69212806969881 15.67022707685828 45.748026020824909 7.9502259418368331 354.38843795191497 213.12629450857639 31.407963246107101 214.51579537242651 10.19202320370823 leaf_count=143 99 80 79 100 348 71 1162 103 360 61 3614 1134 153 912 224 internal_value=-0.00047284 -0.000226638 -0.00171486 0.00204806 0.000510006 -0.0141896 -0.00363597 0.00840312 0.00353229 0.0178123 0.00133608 -0.00298653 0.00165452 0.000635827 -0.0183825 internal_weight=1223.32 1208 731.72 476.284 384.978 19.3008 466.909 91.3058 61.4183 29.8875 365.677 449.818 264.811 245.924 15.3144 internal_count=8643 8320 3520 4800 4133 171 2376 667 463 204 3962 2296 1144 1065 323 is_linear=0 shrinkage=0.05 Tree=275 num_leaves=13 num_cat=0 split_feature=1 4 2 2 6 4 2 0 2 4 2 2 split_gain=0.969684 0.875375 2.08163 1.56611 2.04609 2.91725 1.46702 6.31534 2.09607 1.32669 1.25581 2.35775 threshold=7.5000000000000009 3.5000000000000004 8.2500000000000018 4.7500000000000009 2.5000000000000004 5.5000000000000009 5.4500000000000011 526.50000000000011 5.9500000000000011 4.5000000000000009 7.2500000000000009 5.0500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 4 9 -6 7 -5 -8 -3 11 -1 right_child=-2 3 -4 6 5 -7 8 -9 -10 -11 -12 -13 leaf_value=-0.0053816512286621486 0.016733599382164486 0.0091778935997390825 0.017964446670809469 0.032222548724043419 -0.0084733755221522225 0.015725255837048695 0.008418597737006454 -0.010534529390758888 -0.00084906271229786721 0.0025630611476785605 -0.017144843014977401 0.0060666579569046176 leaf_weight=163.83624159917235 8.1976218298077566 129.46893102303147 11.121915018185971 8.5835775285959226 62.59390686545521 14.426151648163794 70.897760147228837 85.064977165311575 399.25707611534745 190.70747835747898 14.329222155734895 60.595444345846772 leaf_count=781 42 634 81 97 304 73 497 556 4047 1075 94 335 internal_value=0.000545492 0.000418056 -0.00220607 0.00110717 0.00350961 -0.00373333 -0.000579692 -0.00626366 0.000552759 0.0052737 -0.00323752 -0.00225528 internal_weight=1219.08 1210.88 249.883 961 397.196 77.0201 563.803 93.6486 470.155 320.176 238.761 224.432 internal_count=8616 8574 1291 7283 2086 377 5197 653 4544 1709 1210 1116 is_linear=0 shrinkage=0.05 Tree=276 num_leaves=25 num_cat=0 split_feature=2 2 0 0 6 2 0 5 0 5 0 2 0 0 2 5 6 3 0 2 2 6 0 2 split_gain=1.47516 2.95385 2.23945 4.44426 1.71881 2.02885 4.59155 4.2585 2.35704 2.10737 2.00667 1.96156 2.2538 4.83255 2.61379 1.42622 2.61481 2.87258 1.75025 1.13018 0.958718 2.74439 2.14496 0.29123 threshold=6.2500000000000009 6.0500000000000007 567.50000000000011 549.50000000000011 2.5000000000000004 8.0500000000000025 604.50000000000011 3.5000000000000004 476.50000000000006 5.5000000000000009 595.50000000000011 8.5500000000000025 564.50000000000011 543.50000000000011 6.9500000000000011 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 563.50000000000011 6.8500000000000005 3.7500000000000004 2.5000000000000004 591.50000000000011 9.3500000000000032 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=1 15 3 -3 5 6 7 -2 9 -7 -10 12 13 -6 -14 20 18 -18 -17 -8 22 -22 -1 -13 right_child=4 2 -4 -5 11 8 19 -9 10 -11 -12 23 14 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 leaf_value=-0.0082245631292348943 0.014395518595855411 -0.022042241474242056 -0.027576612943775704 0.029685868375336183 0.017847566589692197 0.036584776219517383 -0.003857451392638499 -0.0004213829397207161 -0.0085990303185401445 0 0.016149446050436344 0.034548979383585997 0.026791217296242481 -0.038413217567632149 -0.0046530369318775518 -0.018418301906704328 -0.012410491030509094 0.010370860928653906 0.0018676817526690802 -0.025143404231216387 -0.0023461109842762978 -0.015376587482132357 0.0015779925927364756 0.013407230325647002 leaf_weight=70.276308014988899 84.819476878270507 9.5898033753037435 18.478513680398464 5.8163658119738093 6.3670687638223153 5.0722480881959227 12.521087631583216 109.92080177832395 112.3653753362596 11.221955794841049 7.7874458879232398 6.5929500143975002 13.721912726759912 6.9449552297592163 11.109501555562018 18.862893039360642 15.168905563652514 93.060561484657228 21.67934475839138 13.94496440887451 251.26810957305133 47.65561434160918 254.97048567980528 6.0204181876033545 leaf_count=412 604 118 98 49 71 125 55 1132 1339 327 36 51 65 58 58 223 83 635 120 62 1470 248 1136 57 internal_value=-0.000800155 -0.00204151 -0.0162887 -0.00158924 0.00163896 0.00039088 0.00335612 0.00604718 -0.0043694 0.0128574 -0.00683368 0.0101594 0.00407131 -0.0117878 0.0128941 -0.00139023 0.00298015 0.00704778 -0.00766649 -0.0157622 -0.00244302 -0.00448449 -0.000543444 0.0265513 internal_weight=1215.24 806.827 33.8847 15.4062 408.41 357.653 221.206 194.74 136.447 16.2942 120.153 50.7568 38.1434 13.312 24.8314 772.942 148.772 108.229 40.5422 26.4661 624.171 298.924 325.247 12.6134 internal_count=8632 4592 265 167 4040 3680 1853 1736 1827 452 1375 360 252 129 123 4327 1061 718 343 117 3266 1718 1548 108 is_linear=0 shrinkage=0.05 Tree=277 num_leaves=19 num_cat=0 split_feature=0 2 2 2 2 0 2 2 4 2 2 2 2 4 0 0 1 0 split_gain=1.40639 2.30144 1.59617 2.31136 1.57119 1.34645 2.18795 2.18719 3.77522 1.7967 1.39991 3.22481 1.65233 1.09073 2.99788 1.39868 0.776933 0.493497 threshold=594.50000000000011 11.850000000000003 11.350000000000003 10.350000000000003 5.0500000000000007 622.50000000000011 1.6500000000000001 5.8500000000000005 2.5000000000000004 0.8500000000000002 5.4500000000000011 6.0500000000000007 3.5500000000000003 3.5000000000000004 639.50000000000011 677.50000000000011 3.5000000000000004 636.50000000000011 decision_type=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 9 13 8 -8 -2 12 -12 -11 15 -15 -7 -5 -9 right_child=5 -3 -4 16 -6 6 7 17 -10 10 11 -13 -14 14 -16 -17 -18 -19 leaf_value=-0.0014381072214745636 0.013914556913379698 -0.028123287603977143 0.026076543837480121 -0.00087153394611967118 0.0036361070273936546 -0.02023493230682729 0.024353276271081997 -0.01734916473217752 0.0023926293999284322 -0.0027506913687070224 0.013906860094072493 -0.0074556591790770517 -0.01304960510690556 0.018141309161431928 -0.010317466464090187 0.00045373760036837552 -0.023013934889945162 -0.0023728456574580569 leaf_weight=225.03000591695309 11.350734964013098 5.5014875615015617 5.6964283026754847 6.6319909589365151 462.55384196946397 22.283297181129456 21.973954230546951 11.73248912394047 139.59813912212849 75.950388416647911 26.162910372018814 49.528274931013584 83.834932796657085 12.769985049962996 27.120318800210953 11.803360417485235 11.482701401226221 11.897346019744871 leaf_count=1474 53 178 91 133 4418 95 95 50 589 342 118 233 410 53 127 66 147 50 internal_value=2.55064e-05 0.00145331 0.00172821 0.00148797 0.0019685 -0.00198638 0.000514021 0.00343385 0.00554148 -0.00462356 -0.00559337 0 -0.0082329 -0.0066774 -0.000863894 -0.0131197 -0.0156386 -0.0104143 internal_weight=1222.9 716.896 711.395 705.699 687.584 506.006 259.179 185.202 161.572 246.827 235.477 75.6912 159.785 73.977 39.8903 34.0867 18.1147 23.6298 internal_count=8722 6441 6263 6172 5892 2281 1125 784 684 1156 1103 351 752 341 180 161 280 100 is_linear=0 shrinkage=0.05 Tree=278 num_leaves=14 num_cat=0 split_feature=2 3 2 4 2 6 2 6 4 2 3 5 2 split_gain=1.5381 2.7582 2.26937 1.23322 1.7137 3.42661 3.44556 1.25315 1.55409 1.61572 1.08028 2.61879 1.16388 threshold=10.850000000000003 5.5000000000000009 11.550000000000002 2.5000000000000004 5.6500000000000012 2.5000000000000004 3.4500000000000006 3.5000000000000004 3.5000000000000004 2.0500000000000003 6.5000000000000009 4.5000000000000009 1.7500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 6 -1 10 -9 -10 12 -12 -5 right_child=1 2 -4 7 -6 -7 -8 8 9 -11 11 -13 -14 leaf_value=-0.01879852172727766 0.035497569358937761 -0.021036008355864833 0.019064279372318998 -0.0044445965341707539 -0.021636347724811517 0.020649363660171491 0.0086262571415434194 -0.023739314514604988 0.014148001283012421 -0.0075163764612337092 0.003006888077135875 -0.017029074479794609 0.0015014354772119676 leaf_weight=29.66788137704134 7.4464126997627345 6.2388840019702894 5.8542970889247954 89.160292256623507 14.042992062866686 11.574241504073141 17.238641638308764 10.208479672670363 9.8941648453474027 39.011535186320543 36.545912818051875 27.642110161948949 911.37861073529348 leaf_count=140 107 101 159 412 77 53 85 49 45 218 336 486 6344 internal_value=-1.658e-05 0.0135456 -0.00126822 -0.000253388 -0.00652857 -0.00251391 -0.00864558 0.000152561 -0.00686515 -0.00283757 0.000552955 -0.00567362 0.00096267 internal_weight=1215.9 19.5396 12.0932 1196.36 72.5238 58.4808 46.9065 1123.84 59.1142 48.9057 1064.73 64.188 1000.54 internal_count=8612 367 260 8245 355 278 225 7890 312 263 7578 822 6756 is_linear=0 shrinkage=0.05 Tree=279 num_leaves=21 num_cat=0 split_feature=2 0 0 0 4 3 5 2 2 0 4 6 2 5 2 3 0 2 6 5 split_gain=2.15633 2.03755 2.83128 1.82501 1.75797 2.05171 1.8388 1.58899 3.11157 2.45992 1.58406 5.65586 3.10937 1.48877 1.47468 2.28502 3.86228 1.86794 4.76854 1.1795 threshold=2.3500000000000001 540.50000000000011 543.50000000000011 688.50000000000011 4.5000000000000009 4.5000000000000009 3.5000000000000004 10.15 10.750000000000002 501.50000000000006 5.5000000000000009 2.5000000000000004 9.2500000000000018 4.5000000000000009 1.2500000000000002 3.5000000000000004 580.50000000000011 0.25000000000000006 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 left_child=3 4 13 14 5 -2 -7 9 -9 -6 12 -12 -4 -3 17 -16 -17 18 -1 -19 right_child=1 2 10 -5 7 6 -8 8 -10 -11 11 -13 -14 -15 15 16 -18 19 -20 -21 leaf_value=0.009405202177261051 0.0077611337449319685 0.030175578654284742 0.0021691735886289294 0.011239887926432754 0.011770031285247992 -0.00043867453521614176 -0.028612433730888922 -0.03669734013478889 0 -0.0028946551878710671 -0.0064372744728654332 0.018540252690241271 0.024003618859641324 0.0028479842827677628 -0.024935918433966895 -0.029905388419563597 0 0.014898274795635462 -0.02829817296139113 -0.0013977134175127345 leaf_weight=15.084955491125585 7.9074152372777453 12.49980888143182 615.29743453487754 14.722757540643213 36.467434733174741 8.8634895766153949 18.185330665204674 7.9176488416269448 16.604665599763393 119.3368211351335 147.42841231636703 25.705352745950222 15.826182015240191 8.9498845934867841 21.185051552951336 12.582600880414246 53.893977716565132 17.710595026612282 16.531926333904266 25.752751730382442 leaf_count=72 70 103 3307 81 833 94 287 157 354 1309 959 145 92 87 92 87 236 78 75 118 internal_value=8.69558e-05 0.000960694 0.00209397 -0.00498695 -0.00335239 -0.0134645 -0.0199034 -0.00130113 -0.0128746 0.000559036 0.00159625 -0.00261495 0.00276172 0.0196306 -0.00654516 -0.0109206 -0.00607671 -0.00129437 -0.0104191 0.0053159 internal_weight=1218.45 1040.99 825.707 177.465 215.283 34.9562 27.0488 180.327 24.5223 155.804 804.257 173.134 631.124 21.4497 162.742 87.6616 66.4766 75.0802 31.6169 43.4633 internal_count=8636 7797 4693 839 3104 451 381 2653 511 2142 4503 1104 3399 190 758 415 323 343 147 196 is_linear=0 shrinkage=0.05 Tree=280 num_leaves=19 num_cat=0 split_feature=2 0 4 0 0 2 2 0 0 0 0 6 0 2 0 1 3 0 split_gain=0.575718 2.47369 1.40027 1.2239 1.55474 1.19808 0.869192 2.71751 2.20358 2.86339 2.48542 1.68598 1.62835 2.42285 1.77909 1.57627 0.633694 0.105245 threshold=9.8500000000000032 562.50000000000011 5.5000000000000009 516.50000000000011 477.50000000000006 10.350000000000003 6.9500000000000011 506.50000000000006 543.50000000000011 588.50000000000011 601.50000000000011 1.5000000000000002 529.50000000000011 6.4500000000000011 546.50000000000011 2.5000000000000004 4.5000000000000009 496.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 5 4 -4 -2 7 17 15 11 -11 -10 13 -9 -14 -8 -17 -1 right_child=1 -3 3 -5 -6 -7 8 12 9 10 -12 -13 14 -15 -16 16 -18 -19 leaf_value=-0.011822202042173895 0.0064167073086783145 0.032342115636728161 0.013274464663807961 0.025127162829679035 -0.014567236175498675 -0.021342897468951211 0.022315997347678473 0.0039687829228517782 -0.0066197904827466521 0.017974945629949474 -0.0072002205133113242 -0.020814837545488796 -0.0082551376149870726 0.033724982565880496 0.00091840237834707635 0.0077500779077525686 -0.0015800508121225458 -0.02707538389711759 leaf_weight=6.5047374768182618 5.2469043787568799 6.2224551886320105 10.088222274556761 6.2233977466821662 8.1297946423292142 9.4014584538526815 8.0183127368800324 34.184255780652165 61.499339368194342 17.016013354063034 20.322240680456161 33.394461467862129 55.438461316749454 7.8492987081408492 821.58507692441344 22.331379367038608 80.672821703366935 6.6655040215700865 leaf_count=168 67 30 244 59 167 176 140 355 458 86 90 247 517 84 4256 220 1196 100 internal_value=-1.43777e-05 0.00544942 0.000343856 0.0076921 0.000478423 -0.0113055 -0.000233698 0.000456876 -0.0028917 -0.00723802 0.00431193 -0.0118323 0.000796296 0.0102962 0.000324088 0.0022587 0.00044972 -0.0212607 internal_weight=1220.79 45.3122 39.0898 24.4414 18.218 14.6484 1175.48 932.227 243.255 132.232 37.3383 94.8938 919.057 42.0336 877.024 111.023 103.004 13.1702 internal_count=8660 743 713 470 411 243 7917 5480 2437 881 176 705 5212 439 4773 1556 1416 268 is_linear=0 shrinkage=0.05 Tree=281 num_leaves=12 num_cat=0 split_feature=0 0 0 0 0 0 0 0 0 0 3 split_gain=1.50268 1.30776 1.44084 1.40002 1.52541 1.17003 1.4413 1.19874 0.792277 0.696453 0.273348 threshold=462.50000000000006 530.50000000000011 529.50000000000011 468.50000000000006 492.50000000000006 535.50000000000011 531.50000000000011 532.50000000000011 682.50000000000011 541.50000000000011 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 6 -3 -8 9 -7 -10 right_child=1 5 -4 4 -6 8 7 -9 10 -11 -12 leaf_value=-0.018735751021954312 0.02841104429731181 -0.030908265464152363 0.029404406375212983 -0.0078089139351592996 0.0058799095310255933 0.0080276727466158087 0.015897329762207507 -0.0097259696344173356 -0.012008767783601219 0.0010354328313802706 -0.0012902856940800885 leaf_weight=8.2812916836701316 5.0375022776424876 5.110392369329932 5.2780381813645354 23.245146621018648 121.09513253811747 36.280716825276613 5.1696408949792412 16.091682769358158 13.717384278774263 976.77014241181314 12.384133130311964 leaf_count=352 93 53 48 568 1551 315 54 166 71 5363 62 internal_value=0.00127413 0.00142926 0.0057159 0.00465569 0.00360244 0.000797611 -0.00938977 -0.00283687 0.00106973 0.00129845 -0.00734302 internal_weight=1228.46 1220.18 154.656 149.378 144.34 1065.52 26.3717 21.2613 1039.15 1013.05 26.1015 internal_count=8696 8344 2260 2212 2119 6084 273 220 5811 5678 133 is_linear=0 shrinkage=0.05 Tree=282 num_leaves=24 num_cat=0 split_feature=2 0 0 2 2 5 2 0 0 0 2 2 0 2 2 2 2 2 2 0 0 5 3 split_gain=0.78062 3.37865 2.30684 2.44017 1.62987 1.31786 1.35179 4.35519 1.13283 2.0832 3.48532 2.31689 1.63338 2.5152 1.62728 2.81974 2.70184 1.82518 0.933411 0.738892 0.468255 0.609997 0.434054 threshold=9.2500000000000018 516.50000000000011 477.50000000000006 10.850000000000003 10.65 3.5000000000000004 10.15 539.50000000000011 501.50000000000006 519.50000000000011 6.6500000000000012 5.1500000000000012 523.50000000000011 7.0500000000000007 7.2500000000000009 8.1500000000000004 8.8500000000000032 5.9500000000000011 8.9500000000000011 539.50000000000011 566.50000000000011 2.5000000000000004 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 left_child=8 2 4 -4 -2 20 7 -7 14 10 11 -10 13 -11 17 -16 -17 -1 -14 -8 21 -3 -12 right_child=1 5 3 -5 -6 6 19 -9 9 12 22 -13 18 -15 15 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.012295034743288642 0.023936457299426367 -0.014337197321492979 -0.032899075181539277 0.0050855671020190937 -0.0081450624798745496 0.050563221042881294 -0.0071024931275458702 -0.0017410013673382679 -0.020619975095361485 0.025734284840062807 -0.014439892421288975 0.017135112940684535 -0.0012979286741581122 -0.011554190782529419 0.036489560837226473 -0.022489645416884748 0.021443063951307999 -0.023775127790749154 -0.015565348436428575 0.016679964301855969 0.011945730042666337 0.006129059084607911 -0.031440119118047755 leaf_weight=5.7899762187153083 6.0384391597472149 5.7725480608642119 11.477023275569083 5.7178620863705865 7.9280365519225597 8.5309222862124461 5.3120824024081212 6.4152752831578246 5.0076394677162197 12.173085890710356 11.631842007860543 11.390567393973468 1037.5774855893105 5.9531968142837277 8.444597480818631 5.8437859141267818 6.1619771923869848 6.1774705722928047 10.675595413893459 5.580444447696209 6.7456228137016288 6.6253916695713997 12.546570932492612 leaf_count=113 153 52 248 120 209 74 62 43 60 114 160 144 5971 67 190 152 98 162 91 38 34 56 197 internal_value=-0.001022 0.00383098 -0.00856812 -0.0204078 0.00606394 0.0125287 0.0197079 0.0290981 -0.00135378 -0.00162998 -0.0126242 0.00479569 -0.00119552 0.0132625 0.00769432 0.0160505 0 -0.00633604 -0.00146269 0.0050393 0.00209319 -0.00338581 -0.0243585 internal_weight=1215.52 76.1436 31.1614 17.1949 13.9665 44.9823 25.8387 14.9462 1139.37 1106.96 40.5766 16.3982 1066.38 18.1263 32.4178 20.4504 12.0058 11.9674 1048.25 10.8925 19.1436 12.3979 24.1784 internal_count=8608 1089 730 368 362 359 217 117 7519 6804 561 204 6243 181 715 440 250 275 6062 100 142 108 357 is_linear=0 shrinkage=0.05 Tree=283 num_leaves=17 num_cat=0 split_feature=1 0 0 5 4 0 0 2 4 0 5 2 4 0 2 2 split_gain=1.28009 2.71906 2.3684 1.62961 2.51767 1.88563 0.8794 3.48266 2.5702 1.38924 2.70577 1.50446 1.55837 1.06744 0.430416 0.0977466 threshold=4.5000000000000009 619.50000000000011 612.50000000000011 1.5000000000000002 5.5000000000000009 562.50000000000011 530.50000000000011 5.0500000000000007 5.5000000000000009 539.50000000000011 3.5000000000000004 9.2500000000000018 5.5000000000000009 506.50000000000006 8.3500000000000032 6.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -5 7 -2 14 10 -8 12 -11 -10 -9 -12 right_child=6 -3 -4 5 -6 -7 9 8 13 11 15 -13 -14 -15 -16 -17 leaf_value=-0.01727332157766192 0.040629850683330151 0.019786545019376892 -0.020930704622877945 -1.4642907300922262e-05 0.011339507141467829 0.007281733154660356 -0.035377717638322363 0.0051781328552967512 0.0014013183647126157 -0.002903410373534504 0.0058977718696121223 0.01345385619122505 0.0032883326718625133 -0.025313554439222161 0.02387715493445277 -0.0026248797866436548 leaf_weight=24.128385376185179 5.0851962063461533 19.235789209604263 10.940153338015078 245.42855480499566 10.046393984928725 136.3349123261869 7.9252338148653534 9.4571006745100039 5.3001100700348607 590.98062086850405 5.3367420546710473 15.393753319978712 121.11035008355975 8.9089557081460935 5.2226986153982571 5.4333527162671089 leaf_count=156 52 80 50 3242 81 785 66 102 95 2965 53 90 700 96 70 48 internal_value=-0.000265506 0.00186332 0.000999634 0.00163726 -0.00863659 0.00259018 -0.00149006 0.00623224 -0.000812136 -0.00185622 -0.0149918 -0.00149168 -0.00184019 -0.015583 0.0132482 0.0013157 internal_weight=1226.27 446.114 426.878 415.938 34.1748 381.763 780.154 33.9741 28.8889 746.18 18.6953 727.485 712.091 14.2091 14.6798 10.7701 internal_count=8731 4394 4314 4264 237 4027 4337 415 363 3922 167 3755 3665 191 172 101 is_linear=0 shrinkage=0.05 Tree=284 num_leaves=14 num_cat=0 split_feature=0 0 5 2 2 4 5 0 0 0 0 2 2 split_gain=0.907152 4.16687 1.96504 1.69104 1.54057 1.26903 0.864199 1.58356 3.1269 1.95913 1.14757 1.96271 1.77193 threshold=590.50000000000011 589.50000000000011 1.0000000180025095e-35 1.3500000000000003 1.8500000000000003 6.5000000000000009 1.5000000000000002 605.50000000000011 611.50000000000011 597.50000000000011 646.50000000000011 1.0500000000000003 1.9500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 -5 6 7 9 -9 -2 11 -8 -12 right_child=5 -3 3 4 -6 -7 10 8 -10 -11 12 -13 -14 leaf_value=0.01925662060970984 0 0.032123074289105116 0.022383393985067012 -0.022487454684185882 0.0007228661070496548 -0.01629580606650308 -0.014040269128269051 0.022472679280349076 -0.003160145234467933 -0.025027536275664636 0.024752999513170906 0.0010670318221399555 0.00087230809487496674 leaf_weight=13.737466171383856 14.996129453182222 10.093002304434775 7.9300507679581633 6.2234826907515517 625.69838788872585 12.293012976646422 22.253721386194229 11.813725680112837 162.15301199257374 16.040694743394852 11.335514068603514 283.42446576058865 22.444941639900208 leaf_count=85 73 48 40 38 5911 59 98 55 712 79 57 1302 96 internal_value=0.000465824 0.00171601 0.00119046 0.000765335 0.000451211 -0.00101591 -0.000632502 -0.00319315 -0.0012724 -0.0134274 0.000904056 -5.86887e-05 0.00951086 internal_weight=1220.44 663.682 653.589 639.852 631.922 556.755 544.462 205.004 173.967 31.0368 339.459 305.678 33.7805 internal_count=8653 6122 6074 5989 5949 2531 2472 919 767 152 1553 1400 153 is_linear=0 shrinkage=0.05 Tree=285 num_leaves=17 num_cat=0 split_feature=2 2 4 2 2 5 6 5 6 3 5 5 6 4 2 4 split_gain=1.69061 1.79036 1.40277 2.67817 4.39231 3.71117 1.34101 2.49346 1.37737 0.876143 0.81496 0.953368 0.666817 1.48974 0.387456 0.0972189 threshold=10.350000000000003 0.65000000000000002 6.5000000000000009 7.4500000000000011 3.7500000000000004 6.5000000000000009 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 7.5000000000000009 3.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 6 4 -4 -5 8 -8 -3 10 11 -2 14 -14 -1 -13 right_child=9 2 3 5 -6 -7 7 -9 -10 -11 -12 15 13 -15 -16 -17 leaf_value=0.00243201504787759 0.003190662459433747 -0.0028621144699211981 0.02239519210651841 0.025945455603793383 -0.0077178560692491988 -0.012208104836379248 -0.01048868379575392 0.0014608349468662445 0.0014714814169086692 -0.027265165877452216 0.0089939731413270201 -0.0091497232072314857 -0.027718809977476496 -0.0041729094191488942 -0.0091801302802638277 -0.023893236232627926 leaf_weight=13.511401169002058 6.3063207352534034 261.95931762829423 14.988137332722543 25.413365552201867 48.848587676882744 7.5373484697192898 88.233084687963128 83.805557717569172 603.80216702865437 6.7485472690314046 5.1502688983455291 5.1394797717221063 11.52397406101227 16.734148077666759 12.610890716314314 7.3423217507079244 leaf_count=69 66 2043 84 327 496 159 422 518 3795 169 91 76 57 77 59 145 internal_value=-0.000843193 -0.000534561 -0.000101533 0.00561846 -0.000334175 0.0169682 -0.000644701 -0.00466399 0.000152678 -0.0122491 -0.00689187 -0.0117337 -0.00931395 -0.0145653 -0.00312134 -0.0193223 internal_weight=1219.65 1188.97 1134.59 96.7874 63.8367 32.9507 1037.8 172.039 865.761 30.6869 23.9384 18.7881 54.3804 28.2581 26.1223 12.4818 internal_count=8653 8106 7844 1066 580 486 6778 940 5838 547 378 287 262 134 128 221 is_linear=0 shrinkage=0.05 Tree=286 num_leaves=12 num_cat=0 split_feature=2 0 0 0 0 0 2 0 2 0 0 split_gain=1.28621 1.33913 1.19238 2.42788 2.27743 2.06339 1.84918 1.42617 0.936567 0.585465 1.37011 threshold=0.55000000000000016 609.50000000000011 671.50000000000011 683.50000000000011 649.50000000000011 646.50000000000011 2.1500000000000008 655.50000000000011 1.2500000000000002 674.50000000000011 638.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 -4 5 8 -6 -8 -2 10 -3 right_child=2 9 3 -5 6 -7 7 -9 -10 -11 -12 leaf_value=-0.023478816742271834 0.010070161153566591 0.00511264484984049 0.027934559981576353 -0.0019511586011414527 0.0051148660703245136 0.023783547271897076 -0.026545773156259306 -0.0068611534537376942 0.00016554717777774892 0.0055878080304258421 -0.016118297373908071 leaf_weight=9.8168765157461149 23.454821474850178 12.145680516958238 10.683111421763899 15.288478493690489 14.408560648560522 8.5211088806390745 15.875624150037764 24.54283444583416 1069.3208345700987 11.619888707995413 16.756424874067307 leaf_count=49 104 51 58 70 61 35 65 105 7968 70 74 internal_value=2.12281e-06 -0.00774158 0.000342375 0.0107365 9.54792e-05 0.000598658 -0.00975186 -0.0151679 0.000391719 -0.00333502 -0.00715649 internal_weight=1232.43 50.3389 1182.1 25.9716 1156.12 1101.3 54.827 40.4185 1092.78 40.522 28.9021 internal_count=8710 244 8466 128 8338 8107 231 170 8072 195 125 is_linear=0 shrinkage=0.05 Tree=287 num_leaves=22 num_cat=0 split_feature=5 4 0 0 2 4 0 3 5 0 2 2 2 2 4 0 3 3 2 2 0 split_gain=1.25685 1.75232 2.33656 3.73901 2.41153 1.58379 0.96469 2.51196 2.35422 4.85608 1.86957 1.13487 1.00787 1.56301 4.85171 1.79 1.5139 2.02797 1.30239 0.821809 0.763173 threshold=6.5000000000000009 6.5000000000000009 578.50000000000011 566.50000000000011 8.8500000000000032 7.5000000000000009 626.50000000000011 4.5000000000000009 1.5000000000000002 641.50000000000011 5.2500000000000009 4.3500000000000005 8.2500000000000018 7.9500000000000011 5.5000000000000009 500.50000000000006 6.5000000000000009 5.5000000000000009 9.2500000000000018 6.8500000000000005 645.50000000000011 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=6 2 3 4 -2 19 12 10 20 -10 11 -8 13 15 -15 -1 17 -14 -18 -3 -9 right_child=1 5 -4 -5 -6 -7 7 8 9 -11 -12 -13 16 14 -16 -17 18 -19 -20 -21 -22 leaf_value=-0.019225358990744332 0.0004867063607197845 0 -0.0080677747835995236 0.041037552224076797 0.022648640533783102 0.010911921010361909 -0.0064089551789309196 0.0039578025999316407 -0.0055133427678037816 0.036270468487273465 -0.020496836774965409 0.0062427758589558508 -0.0077221181357491064 -0.0061525338873736632 0.039018531240855095 0.00021840156326124617 -0.037419596009663575 0.0077062343196463642 -0.0053088059385635192 -0.024885252994851472 -0.012869666975698227 leaf_weight=11.022847775369881 42.45267686014995 5.0735101122409132 17.26500379294157 8.6671583354473096 16.578833863139153 6.5928512038663021 135.28674659878016 11.346415787935259 12.877647802233698 13.148062020540236 21.130091354250908 19.169272355735302 61.251400576904416 13.306788055226209 9.2224924098700267 754.86137570440769 5.2577548418194047 31.197608973365277 8.0679974379017931 9.4785179840400797 13.411648049950598 leaf_count=256 564 66 91 48 267 126 598 48 55 57 90 82 584 110 93 4646 88 404 169 199 59 internal_value=-0.000555798 0.00461104 0.00783638 0.0120236 0.00706771 -0.00789177 -0.00105319 -0.00396316 0.00569746 0.0159716 -0.00680201 -0.00477655 -0.000307323 0.000303746 0.0129984 -7.96238e-05 -0.00486906 -0.00243545 -0.020055 -0.0168862 -0.00510941 internal_weight=1226.67 106.109 84.9637 67.6987 59.0315 21.1449 1120.56 226.37 50.7838 26.0257 175.586 154.456 894.188 788.414 22.5293 765.884 105.775 92.449 13.3258 14.552 24.7581 internal_count=8700 1361 970 879 831 391 7339 989 219 112 770 680 6350 5105 203 4902 1245 988 257 265 107 is_linear=0 shrinkage=0.05 Tree=288 num_leaves=13 num_cat=0 split_feature=1 2 2 6 2 2 2 2 2 2 0 0 split_gain=1.03068 1.02036 1.59602 0.783968 1.88401 2.07812 1.50181 1.55001 2.96424 1.34105 1.26057 1.13575 threshold=2.5000000000000004 9.3500000000000032 7.7500000000000009 1.0000000180025095e-35 10.950000000000001 9.9500000000000011 10.950000000000001 4.7500000000000009 3.5500000000000003 8.0500000000000025 526.50000000000011 629.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 5 9 7 8 -2 -5 -7 -9 right_child=3 -3 -4 4 -6 10 -8 11 -10 -11 -12 -13 leaf_value=-0.016374972895826321 -0.005131044379170193 -0.026329800220454527 0.016835651424922483 0.0010296098459792677 -0.021289167993942877 0 0.020038404207235998 -0.0067134007596659651 0.010905446175818619 -0.0061138463482877693 0.028500312840972115 0.012507116862707533 leaf_weight=7.654176417738201 68.444911703467369 6.4971673721447578 5.1664625061675906 795.47736534662545 8.7714075939729792 5.5819958848878732 6.2309093587100497 172.65004714345559 48.109397575259209 70.509889824781567 9.725930526852606 6.9699666351079932 leaf_count=107 361 168 79 4619 151 113 117 1753 300 720 62 30 internal_value=-0.000409211 -0.0115807 -0.00238017 -0.000214494 0.000528555 0.000775254 -0.00241252 -0.0029675 0.00148217 0.000435832 0.018466 -0.00587477 internal_weight=1211.79 19.3178 12.8206 1192.47 890.067 881.295 302.405 296.174 116.554 865.987 15.3079 179.62 internal_count=8580 354 186 8226 5665 5514 2561 2444 661 5339 175 1783 is_linear=0 shrinkage=0.05 Tree=289 num_leaves=9 num_cat=0 split_feature=2 0 0 2 4 0 5 0 split_gain=1.81883 1.15352 1.09541 1.47608 2.17069 1.24799 0.999612 0.481424 threshold=11.050000000000002 701.50000000000011 473.50000000000006 6.5500000000000007 2.5000000000000004 532.50000000000011 4.5000000000000009 464.50000000000006 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 7 5 -5 -4 -2 -1 right_child=6 -3 3 4 -6 -7 -8 -9 leaf_value=-0.02270970164864752 0 0.017155460791206986 0.0071635239908855869 -0.021446788232714439 0.0042827647689326707 -0.00080191998745114993 -0.024977950323589584 -0.0019624750966003653 leaf_weight=6.0899172718636674 5.8183789961040011 9.6521151512861234 51.292312111705542 7.3757412172853938 319.51926176343113 810.12189200893044 9.7314261775463802 5.9164587836712599 leaf_count=258 99 57 599 41 2920 4335 227 122 internal_value=0.000527386 0.000755905 0.000605698 0.000767015 0.00362334 -0.000314069 -0.0159234 -0.0138073 internal_weight=1225.52 1209.97 1200.32 1188.31 326.895 861.414 15.5498 12.0064 internal_count=8658 8332 8275 7895 2961 4934 326 380 is_linear=0 shrinkage=0.05 Tree=290 num_leaves=22 num_cat=0 split_feature=0 0 1 5 0 0 0 4 0 6 4 5 0 4 0 0 0 0 3 0 6 split_gain=1.57382 3.76619 4.55842 1.74501 2.00897 3.47181 4.05062 1.49297 1.25656 1.19851 1.65516 2.68154 1.70661 1.63475 2.2738 1.7824 0.9011 0.833414 0.803789 0.670128 0.522235 threshold=560.50000000000011 558.50000000000011 4.5000000000000009 5.5000000000000009 566.50000000000011 578.50000000000011 599.50000000000011 3.5000000000000004 532.50000000000011 3.5000000000000004 4.5000000000000009 4.5000000000000009 578.50000000000011 4.5000000000000009 635.50000000000011 597.50000000000011 572.50000000000011 466.50000000000006 4.5000000000000009 548.50000000000011 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 left_child=1 7 -3 9 -5 16 -7 8 -1 10 12 -12 -2 14 -11 -15 -6 20 -19 -10 -9 right_child=3 2 -4 4 5 6 -8 17 19 13 11 -13 -14 15 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.029355035968504424 -0.0056212337890695872 0 0.052811485883338997 -0.025753326157670311 0.0028339153162153224 -0.025973093603563837 0.0048278985228769992 0.0007359383824625098 0.0090063561801730883 0.01106679387603501 -0.0043898243660169568 0.010648133467902799 0.0033446353644716654 0.033434368243552184 -0.0161452052789532 0.0038805428637723582 0.023994860609935015 -0.00032742825709892575 0.0053977026658343806 -0.011500050615265371 -0.019375452263360515 leaf_weight=5.1668789871037033 60.621928438544273 7.5662196017801744 7.4493130221962929 11.527312960475681 12.456063255667688 22.314041204750538 18.770442053675652 5.5669712969101948 6.4545148126780969 18.498849786818031 270.93364104628563 32.160695016384125 371.30471961200237 9.4020361751317996 11.651271410286425 11.463267013430594 8.6635147854685766 79.431236559525132 244.38587654009461 7.4002776592969894 5.2837898759171367 leaf_count=76 357 60 55 84 70 126 83 215 60 87 1437 185 1709 51 51 49 52 696 2912 55 195 internal_value=0.00107804 0.00380641 0.0275655 -8.92541e-05 -0.00739582 -0.00356116 -0.0120018 0.00270877 -0.0105133 0.000598286 7.22681e-05 -0.00274797 0.00206463 0.00793384 0.000209706 0.0183464 0.0124328 0.00350426 0.00398127 -0.00164698 -0.00944398 internal_weight=1228.47 368.705 15.0155 859.768 73.7314 62.2041 41.0845 353.69 19.0217 786.036 735.021 303.094 431.927 51.0154 30.1501 20.8653 21.1196 334.668 323.817 13.8548 10.8508 internal_count=8665 4324 115 4341 415 331 209 4209 191 3926 3688 1622 2066 238 138 100 122 4018 3608 115 410 is_linear=0 shrinkage=0.05 Tree=291 num_leaves=19 num_cat=0 split_feature=2 2 4 6 0 3 0 3 2 2 6 1 0 0 0 0 4 0 split_gain=1.48779 1.75535 1.60294 2.91265 3.89576 2.37103 2.05116 2.44397 1.69654 2.70177 1.64641 1.3047 1.10656 1.00048 2.18528 0.970241 0.91424 0.0963309 threshold=8.5500000000000025 11.050000000000002 5.5000000000000009 2.5000000000000004 605.50000000000011 5.5000000000000009 621.50000000000011 4.5000000000000009 0.35000000000000003 0.65000000000000002 1.5000000000000002 3.5000000000000004 654.50000000000011 580.50000000000011 558.50000000000011 535.50000000000011 5.5000000000000009 477.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 8 6 5 -5 7 -4 10 -10 -1 -11 -12 14 15 -2 -3 -18 right_child=1 16 3 4 -6 -7 -8 -9 9 11 12 -13 -14 -15 -16 -17 17 -19 leaf_value=0.022169444591187328 0.005325116946018298 -0.02508461210815735 0.0034106945974886672 0.0080577574341160786 -0.01750160145818867 0.040975790853914729 -0.021222171062918214 -0.0081975019900869892 -0.023266537785747859 -0.0070436624469514949 0.01339791638439433 0.0010926417192957786 -0.007669590824475131 0.021199672196782801 -0.011158289980517235 0.017651961013124173 0.0038831644938558951 -0.0048954040218908866 leaf_weight=16.650820530951023 56.978493757080287 5.1136689232662311 66.329275252297521 18.155825307592753 8.9038084894418699 7.6675541978329411 19.220759883522987 136.15286074904725 11.094797521829603 51.719220800790936 10.16519854962826 734.59121645381674 12.953045420348642 11.652298144996164 14.777119174599646 23.246817346662283 5.0911534838378412 5.2290199771523476 leaf_count=82 911 102 454 119 38 61 83 1395 51 467 45 4156 65 57 98 188 136 94 internal_value=0.000218616 0.00543288 -0.000363361 -0.00381703 0.00940965 0.0191815 -0.00594424 -0.00437223 0.00069184 0.000176599 0.0106425 0.000542862 0.001558 0.00774629 0.00584048 0.00913196 -0.00974815 -0.000162596 internal_weight=1215.69 122.089 1093.6 256.43 34.7272 25.8234 221.703 202.482 837.174 797.405 39.7691 786.31 23.1182 106.655 95.0024 80.2253 15.4338 10.3202 internal_count=8602 1586 7016 2150 218 180 1932 1849 4866 4674 192 4623 110 1254 1197 1099 332 230 is_linear=0 shrinkage=0.05 Tree=292 num_leaves=16 num_cat=0 split_feature=2 2 0 0 2 0 0 2 6 5 5 0 3 3 0 split_gain=1.39297 1.57933 2.7005 2.19485 1.62572 3.41872 2.58148 1.6173 1.61277 1.14114 1.66821 1.05483 2.11927 0.862474 0.0231082 threshold=10.350000000000003 4.9500000000000011 591.50000000000011 590.50000000000011 4.5500000000000007 593.50000000000011 612.50000000000011 4.0500000000000007 4.5000000000000009 3.5000000000000004 7.5000000000000009 518.50000000000011 6.5000000000000009 6.5000000000000009 509.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 -4 -6 -1 11 -2 14 12 -3 -13 -11 right_child=9 8 4 -5 6 -7 -8 -9 -10 10 -12 13 -14 -15 -16 leaf_value=-0.00086488808297104894 0.0064865469015994125 0.012227710999126191 0.026861391356236049 -0.030374058646508259 0.02578339240338989 -0.00084081818524804521 -0.0015005345020454646 -0.010257552212189373 -0.019899154894152275 -0.029724852524376535 0.0028911380513071778 0.001204882909290877 -0.0077943254761983069 0.0096300500390710999 -0.015584252382459168 leaf_weight=108.51567541155964 6.7670113123022047 61.151260090060532 10.501308858394621 8.0295838266611081 15.377412408590315 350.38579166680574 17.517451606690884 80.285447539761662 7.0566878989338866 7.9816504376940447 7.5489027309231451 489.16275538690388 15.721506728790699 31.70960371568799 7.2807920444756746 leaf_count=688 88 1027 50 39 80 1571 75 579 42 244 139 3283 418 261 80 internal_value=0.000199154 0.000472322 -0.00136036 -0.00613036 0.00102074 2.34592e-05 0.0114908 -0.00491835 0.00226955 -0.0103319 -0.0155939 0.00257241 0.00802122 0.00174484 -0.0246598 internal_weight=1224.99 1195.41 590.613 196.831 393.782 360.887 32.8949 188.801 604.802 29.5784 22.8113 597.745 76.8728 520.872 15.2624 internal_count=8664 8113 3082 1306 1776 1621 155 1267 5031 551 463 4989 1445 3544 324 is_linear=0 shrinkage=0.05 Tree=293 num_leaves=16 num_cat=0 split_feature=0 2 2 6 0 0 4 5 0 4 0 0 2 2 0 split_gain=1.2202 1.15626 2.34123 8.27571 2.70484 2.11688 1.52192 2.71684 1.60257 1.17511 1.56216 1.09649 2.06901 2.67082 1.94161 threshold=622.50000000000011 5.4500000000000011 5.6500000000000012 1.5000000000000002 556.50000000000011 620.50000000000011 6.5000000000000009 3.5000000000000004 530.50000000000011 2.5000000000000004 617.50000000000011 625.50000000000011 6.1500000000000012 5.3500000000000005 630.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 6 8 -8 -1 -4 -11 -2 13 14 -13 right_child=11 2 9 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 leaf_value=0.011529581172208626 0.013401471681144805 -0.03011085991283044 -0.01570336604762133 0.043426207864429058 0.006368423369389236 -0.024223583685433162 -0.027699860949339662 0.0015063240042663556 -0.002433732693756652 -0.00051488557654799942 0.020010955800199088 -0.0098135317718496887 0.019523859893359394 -0.020037639527684538 0.0038267398593661499 leaf_weight=20.649972214363515 20.828948885202408 6.8714882200583842 11.399821098893879 12.541134461760519 13.204350635409353 10.628748223185537 14.864648733288051 15.177770860493181 376.96674755401909 467.0442572357133 8.4544396400451642 29.362577944993973 14.13190610706806 13.907995194196699 180.31350046396255 leaf_count=217 86 81 67 73 73 45 97 122 2138 4600 36 122 60 60 791 internal_value=-0.000395885 -0.00122242 0.000364958 0.0131327 -0.0067166 -0.00311191 -0.00252026 -0.0132103 -0.00166891 -0.00050526 -9.82098e-05 0.00263973 0.00162364 0.00038807 0.00185534 internal_weight=1216.35 957.803 519.515 32.617 20.0758 438.288 427.659 30.0424 397.617 486.899 475.499 258.545 237.716 223.584 209.676 internal_count=8668 7549 4930 227 154 2619 2574 219 2355 4703 4636 1119 1033 973 913 is_linear=0 shrinkage=0.05 Tree=294 num_leaves=18 num_cat=0 split_feature=2 1 6 0 0 0 2 2 0 0 0 2 1 0 0 1 1 split_gain=1.05974 2.37414 2.37532 1.40239 1.00387 1.22772 0.932966 2.5621 1.15661 1.7351 0.640844 0.585756 0.54166 2.03721 1.61706 0.430187 0.311925 threshold=1.4500000000000002 6.5000000000000009 1.5000000000000002 644.50000000000011 600.50000000000011 624.50000000000011 7.7500000000000009 7.8500000000000005 587.50000000000011 551.50000000000011 611.50000000000011 7.6500000000000012 6.5000000000000009 649.50000000000011 649.50000000000011 4.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 -1 -6 11 15 9 -9 -4 12 14 -14 -2 -8 -13 right_child=6 -3 3 -5 5 -7 7 8 -10 -11 -12 16 13 -15 -16 -17 -18 leaf_value=0.02091256135634911 0.0010360967844019306 -0.020166820694740576 -0.0064083676828125286 0.0020835916435762432 -0.011108068079950829 0.0093522067368168506 -0.03404895632373027 0.00025228960393288823 0.0099251271398091978 -0.011594910080336458 -0.024165873833161933 0.0019357695349129268 -0.0011529584541414585 0.019627532891957018 -0.008086837459812769 -0.0098905439256921114 0.019474720857053901 leaf_weight=9.2847854867577535 806.98732541780919 19.743940517306328 10.793585710227491 14.565582051873205 9.8802771866321581 21.059290699660778 6.0433534798212332 118.17299019731581 19.041807666420937 40.464789234101772 13.373462140560148 5.7151587978005391 34.367014177143574 16.567860931158066 50.617307871580124 5.0201335810124874 5.5138076618313789 leaf_count=44 5252 96 54 65 43 100 80 1805 88 292 56 69 151 77 218 41 36 internal_value=-0.000157954 -0.00509831 -0.00106266 -0.00982801 0.00729 0.00251864 0.000281624 -0.00290476 -0.00135324 -0.00279204 -0.0170034 0.000943367 0.000790256 0.00575792 0.000483031 -0.02523 0.0118451 internal_weight=1207.21 98.7009 78.957 38.7326 40.2244 30.9396 1108.51 188.743 177.68 158.638 24.167 919.768 908.54 50.9349 857.605 11.0635 11.229 internal_count=8567 458 362 175 187 143 8109 2306 2185 2097 110 5803 5698 228 5470 121 105 is_linear=0 shrinkage=0.05 Tree=295 num_leaves=21 num_cat=0 split_feature=4 0 1 0 1 2 0 0 2 2 0 2 1 0 0 2 2 2 2 0 split_gain=1.52417 2.3334 3.10982 1.97638 5.10276 1.95819 1.77238 5.01139 2.36984 4.49601 1.53507 2.1827 2.90959 1.65146 1.45382 1.44213 1.15245 0.373536 0.205481 0.199077 threshold=5.5000000000000009 509.50000000000006 3.5000000000000004 530.50000000000011 4.5000000000000009 7.7500000000000009 597.50000000000011 586.50000000000011 2.6500000000000008 4.0500000000000007 603.50000000000011 3.9500000000000006 5.5000000000000009 616.50000000000011 534.50000000000011 7.9500000000000011 9.8500000000000032 4.4500000000000011 6.6500000000000012 524.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -3 7 8 -2 -10 -8 12 -12 -13 18 -4 -16 -9 -5 -6 right_child=6 3 15 14 19 -7 10 17 9 -11 11 13 -14 -15 16 -17 -18 -19 -20 -21 leaf_value=0.0068530951370813394 -0.027945213770433092 0.010517780471378895 -0.045859977327229379 -0.0062330927169596947 0.023772477193236691 -0.0137665341264986 0.021715838745512611 -0.034070197068246655 0.021896246510164363 -0.0032947954249727684 -0.025096915082651328 -0.0018277623806566513 0.0079167533735119561 0.024429097727645024 0.0011484276395071797 -0.0092786929696725157 0.017170488692180977 -0.017174350653304474 -0.023451434319916458 0.046754570961177438 leaf_weight=8.9698271988891083 7.6392232924699774 18.999233517795801 6.1841618493199331 5.1830295249819738 8.3066039588302356 13.174071243032811 10.336766287684439 10.41975510120392 18.269585298374295 215.59503527265042 12.467128008604051 10.484851703047754 12.193661555647848 11.675101861357687 821.58560779690742 5.9859250746667385 10.441193997859953 13.467653997242449 5.1939072646200657 5.5924025624990454 leaf_count=226 51 201 116 56 85 156 52 52 125 2589 55 50 52 50 4423 144 65 75 53 46 internal_value=0.000240591 0.0012915 -0.0147228 0.00169428 0.0116775 0.00030807 -0.00270244 -0.00443211 -0.00219844 -0.00122072 0.00518084 0.00104802 -0.0089059 0.0122474 0.00112916 -0.0303176 0.00137586 -0.0258181 -0.0165946 0.0358726 internal_weight=1232.16 909.616 21.1399 888.476 46.0723 32.1733 322.549 265.391 241.504 233.865 57.1575 46.8207 24.6608 22.16 842.404 12.1701 832.027 23.8874 10.3769 13.899 internal_count=8722 5571 486 5085 488 357 3151 2892 2765 2714 259 207 107 100 4597 260 4488 127 109 131 is_linear=0 shrinkage=0.05 Tree=296 num_leaves=12 num_cat=0 split_feature=0 0 0 0 0 2 2 2 2 1 0 split_gain=1.63073 2.12236 2.54243 1.89933 1.79368 2.38267 2.25003 0.920234 2.22462 0.883633 1.51095 threshold=696.50000000000011 649.50000000000011 646.50000000000011 661.50000000000011 546.50000000000011 4.3500000000000005 2.3500000000000001 2.9500000000000006 1.1500000000000001 5.5000000000000009 654.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 -1 -6 8 -5 -3 -11 right_child=-2 3 -4 7 6 -7 -8 -9 -10 10 -12 leaf_value=-0.018551054674414008 0.018248954782594282 -0.023017035119800945 0.024309634304705598 0.0084406662443503398 -0.0048538607905738058 -0.0015897487003369564 0.0026787818260512811 0.010039413123790491 -0.016524714451391094 -0.020444730941353399 0.0016167104626177893 leaf_weight=21.848797593265772 11.57785079628229 17.211306616663933 10.359074786305426 16.050002448260784 113.53643306344748 236.84882215084508 723.12496052309871 14.706057369709013 17.546428859233856 12.687856778502466 16.752275064587593 leaf_count=208 66 71 43 83 521 3284 4051 72 79 52 69 internal_value=0.000335719 0.000143782 0.000766207 -0.00698456 0.00051702 -0.00310742 0.00164605 0 -0.00455426 -0.014067 -0.00808618 internal_weight=1212.25 1200.67 1105.72 94.9539 1095.36 258.698 836.661 48.3025 33.5964 46.6514 29.4401 internal_count=8599 8533 8107 426 8064 3492 4572 234 162 192 121 is_linear=0 shrinkage=0.05 Tree=297 num_leaves=10 num_cat=0 split_feature=0 0 0 2 2 0 0 2 0 split_gain=1.06453 0.893671 0.971566 1.85797 3.44684 1.44232 2.70017 1.76485 0.128224 threshold=698.50000000000011 682.50000000000011 526.50000000000011 4.8500000000000005 5.4500000000000011 551.50000000000011 550.50000000000011 7.7500000000000009 516.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 -5 6 -4 -7 -1 right_child=-2 -3 5 4 -6 7 -8 -9 -10 leaf_value=-0.011183991839124064 0.014686019524835007 -0.012277076154086762 0.0029462155727390171 0.026450882887152069 -0.0046056536413430372 7.0268653228231163e-05 0.030758287688220351 -0.0084725093521139782 -0.028802320351048846 leaf_weight=5.0023633325472456 10.694481283426283 14.821363151073454 145.1516346372664 8.6011160779744369 123.82825630484149 837.21054202690721 8.380987383425234 64.075296103954315 6.1778270527720451 leaf_count=79 61 67 1316 92 2210 4305 64 421 55 internal_value=-0.000314818 -0.00046315 -0.000302761 -0.0041479 -0.00236798 0.000219438 0.00468598 -0.00054024 -0.0228952 internal_weight=1223.94 1213.25 1198.43 143.61 132.429 1054.82 153.533 901.286 11.1802 internal_count=8670 8609 8542 2436 2302 6106 1380 4726 134 is_linear=0 shrinkage=0.05 Tree=298 num_leaves=23 num_cat=0 split_feature=0 0 1 2 2 0 4 0 4 2 2 0 2 3 6 2 6 2 0 2 0 0 split_gain=2.56356 1.27469 1.25209 2.1934 2.68184 1.35528 2.64199 1.48185 1.25168 2.02851 1.58378 3.366 2.17847 1.22993 1.72496 2.09907 1.52051 3.69665 1.42957 1.22778 0.999719 0.220496 threshold=522.50000000000011 574.50000000000011 4.5000000000000009 7.3500000000000005 4.4500000000000011 598.50000000000011 5.5000000000000009 619.50000000000011 4.5000000000000009 7.7500000000000009 8.7500000000000018 470.50000000000006 11.050000000000002 6.5000000000000009 1.0000000180025095e-35 3.1500000000000008 1.5000000000000002 7.5500000000000007 526.50000000000011 8.2500000000000018 519.50000000000011 460.50000000000006 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 13 3 4 -3 6 -4 -7 9 -1 19 21 -13 14 15 -2 17 -15 -16 20 -10 -12 right_child=1 2 5 -5 -6 7 -8 -9 10 -11 11 12 -14 16 18 -17 -18 -19 -20 -21 -22 -23 leaf_value=0 0.02027856732167705 -0.00055620257601135114 -0.0018621225401026242 -0.014232801735893261 0.013960427558837 0.0043379768919260923 -0.017905084859994407 -0.0018918455884480581 -0.0098278438211114143 -0.038828040795240687 -0.0090364570367585505 0.01659420693794952 -0.015169322248930323 0.0036386100731237167 -0.01182813916778907 -0.0049891420053361744 -0.0042008867003494868 0.044062621686175765 0.0056498112818982255 -0.027993199838476729 0.0069619258048388456 -0.028403521147195094 leaf_weight=6.3773931199684721 7.9394040517508975 67.247118189930916 134.06324062496424 13.589470341801642 58.208949908614159 147.7836889475584 31.124851167201996 264.64973916113377 46.308970454614609 6.3728507556952536 5.0253313537687045 26.894967013038695 5.7016174928285173 15.839114814996721 11.221066873520611 96.320313148200512 9.0527635402977449 8.2644022330641729 234.33526803553104 7.247913180384784 9.7926601618528348 5.2004427965730429 leaf_count=99 54 328 708 86 312 680 178 1151 803 142 225 441 126 118 104 857 72 78 1723 164 93 94 internal_value=0.000321307 0.00108133 -0.000157283 0.00407706 0.0061968 -0.0011905 -0.00500459 0.000333432 -0.00661516 -0.0209659 -0.00466558 0.00263961 0.0106033 0.00340659 0.00249641 -0.00284313 0.0125088 0.0189011 0.00478612 -0.00964565 -0.00673899 -0.020984 internal_weight=1218.56 1099.64 716.667 139.046 125.456 577.622 165.188 412.433 118.922 12.7502 106.172 42.8224 32.5966 382.972 349.816 104.26 33.1563 24.1035 245.556 63.3495 56.1016 10.2258 internal_count=8636 6449 3443 726 640 2717 886 1831 2187 241 1946 886 567 3006 2738 911 268 196 1827 1060 896 319 is_linear=0 shrinkage=0.05 Tree=299 num_leaves=15 num_cat=0 split_feature=0 1 2 6 0 0 1 0 6 0 0 2 0 0 split_gain=0.982116 2.92784 0.943696 2.56848 2.27249 3.67986 1.56766 1.08021 3.1617 3.27726 2.85865 4.89242 2.08425 1.20293 threshold=473.50000000000006 3.5000000000000004 5.0500000000000007 4.5000000000000009 572.50000000000011 591.50000000000011 5.5000000000000009 555.50000000000011 1.5000000000000002 544.50000000000011 569.50000000000011 4.6500000000000012 547.50000000000011 572.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 7 4 6 -6 -4 8 9 -2 11 -9 -10 -12 right_child=2 -3 3 -5 5 -7 -8 10 12 -11 13 -13 -14 -15 leaf_value=-0.02597134827071873 -0.0040531121469897045 0.016021280746875925 0.00086214485110238 -0.027529456778646356 0.014003791871350516 0.0012458388064465354 -0.012428137324501272 0.020145643158086032 -0.0040661890998498823 -0.034014799910860906 -0.015949834979036927 -0.020691305599764932 0.03301988316878162 -0.00062831505714278253 leaf_weight=10.629221783485265 28.809229718521237 5.4721118160523465 328.13614771654829 6.1755008921027175 92.926970027387142 144.93955677747726 22.790474783629179 35.709287874400616 7.5466145062819106 12.928982075303791 12.205672949552534 8.1885754093527776 5.8872772753238678 489.61307317018509 leaf_count=380 284 142 3476 38 538 673 183 218 76 101 70 63 40 2298 internal_value=0.000575406 -0.0113053 0.00074886 0.00216069 0.00252672 0.00628866 -1.96298e-05 -0.000642022 -0.00724464 -0.0140299 2.83889e-05 0.0121255 0.0130017 -0.0010419 internal_weight=1211.96 16.1013 1195.86 594.969 588.793 237.867 350.927 600.889 55.1721 41.7382 545.717 43.8979 13.4339 501.819 internal_count=8580 522 8058 4908 4870 1211 3659 3150 501 385 2649 281 116 2368 is_linear=0 shrinkage=0.05 end of trees feature_importances: risk_score=1636 avg_tnr=1536 query_cnt_3m=567 repay_amt_6m_grade=444 bank_997_cnt_3m=394 income_grade=346 cust_seg2=298 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:[]