tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=7 objective=binary sigmoid:1 feature_names=risk_score avg_tnr cust_seg2 query_cnt_3m income_grade repay_amt_6m_grade bank_997_cnt_3m card_usage_ratio feature_infos=[358:773] [0:16.199999999999999] [1:8] [0:20] [1:10] [1:10] [0:7] [0:1] tree_sizes=2681 3096 3291 2978 2881 2964 2983 3402 2995 3091 2724 3301 2983 3309 2987 2885 2675 3203 2569 3312 3201 3410 2876 2762 2549 3193 2777 2890 2992 2782 2463 2552 2892 2791 2371 2362 2678 2254 2902 2999 2628 2548 2577 2686 2452 2484 2671 3004 2981 2462 2562 1944 1606 2436 1942 2252 2478 2267 2682 2473 2050 2119 2463 2243 1917 2033 1518 1731 2227 2350 1740 2249 2029 2046 1935 2062 2473 2267 2154 2695 2677 2242 2995 1413 1211 1746 1845 1638 1306 2483 1621 1305 1925 2259 1518 1304 2160 1415 1520 2052 1629 2033 1836 1421 1739 1611 2680 2466 1103 1833 1215 1315 1207 1612 2142 3109 1626 1720 2150 2152 2683 2700 2239 1938 2267 2040 2691 2787 2105 1429 1728 2146 1530 1202 2358 1630 2475 2677 895 2060 1521 1304 1310 1537 2248 2272 2043 2239 1743 1095 1311 2580 1832 1402 2780 2254 1847 1205 2051 2559 1623 1530 2282 1630 2045 2065 2788 1845 1936 1403 1303 2791 1954 2142 2356 1958 1625 1418 2546 1620 1299 2483 1412 1838 2035 2253 1632 2685 2890 1315 2464 1736 1809 1421 1516 2485 2048 1416 1911 2052 1103 1739 2861 1410 2168 2557 1211 1936 1603 1103 2578 2458 880 2038 1738 2345 1424 1301 1319 1635 1951 1820 1845 2039 2156 1820 1399 1293 2062 1728 1828 2368 1002 2139 2054 2277 2140 1681 1849 1206 2274 1103 2646 1208 1949 2124 2370 2276 2880 2368 1730 1837 2267 2573 1847 2891 2808 2581 1731 1522 1852 1191 1710 1522 1518 1720 1292 2137 2580 1968 2540 1621 2049 2052 1088 2038 2469 2579 1823 2159 2155 1517 1847 1734 2255 2034 2797 2267 1106 2767 2242 1512 1751 2572 1527 2788 1590 787 2472 1731 Tree=0 num_leaves=25 num_cat=0 split_feature=0 0 0 0 0 0 1 7 1 7 7 1 7 0 0 0 1 3 3 0 7 3 7 1 split_gain=873.895 189.412 122.9 39.6902 25.4843 19.5395 13.8205 7.64302 7.95892 7.37974 7.07783 6.42388 6.47748 5.22053 4.7329 4.76075 4.281 4.04883 4.04022 3.25759 5.39251 2.93064 2.4213 1.83457 threshold=600.50000000000011 564.50000000000011 643.50000000000011 519.50000000000011 614.50000000000011 661.50000000000011 3.3500000000000001 0.32035000000000008 2.7500000000000004 0.18295000000000003 0.57045000000000012 3.6500000000000008 0.48285000000000006 546.50000000000011 587.50000000000011 590.50000000000011 7.3500000000000005 2.5000000000000004 2.5000000000000004 492.50000000000006 0.61570000000000014 4.5000000000000009 0.26485000000000009 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 2 left_child=1 3 4 19 10 -4 7 9 -9 -3 17 18 -13 21 16 -16 -8 -2 -6 -1 -21 -5 -15 -12 right_child=2 6 5 13 11 -7 14 8 -10 -11 23 12 -14 22 15 -17 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=-1.3341067014834525 -1.2465187624621283 -1.2702772554890072 -1.1891899989097732 -1.3045710790964611 -1.1943195373900444 -1.1384439533941888 -1.2770074138384704 -1.247766522296802 -1.2918306675787588 -1.2113699892432619 -1.2452741453912237 -1.2465714060816691 -1.2142144561156309 -1.289997475779715 -1.2471358036140061 -1.2739564658602367 -1.2948283201482238 -1.271752384315332 -1.2264352781168641 -1.3256127659385415 -1.2924579315975617 -1.316300621928266 -1.3029282944207725 -1.2128618752157885 leaf_weight=173.02225497364998 29.092237561941147 8.5065022110939044 49.167582780122757 121.13259148597717 44.233811497688293 47.976672470569611 150.22482904791832 24.328596323728561 16.332484245300293 16.672744333744049 16.162354201078418 34.196138888597488 38.109129905700684 54.952004283666611 21.606515616178513 67.541627556085587 42.362381011247635 37.428609728813171 23.988336235284805 158.56120121479034 14.631183803081511 124.0248022377491 130.65987396240234 11.568843007087706 leaf_count=1017 171 50 289 712 260 282 883 143 96 98 95 201 224 323 127 397 249 220 141 932 86 729 768 68 internal_value=-1.28126 -1.30232 -1.2101 -1.31603 -1.23008 -1.16288 -1.27167 -1.25121 -1.26542 -1.22991 -1.25079 -1.21654 -1.22877 -1.30578 -1.27655 -1.2671 -1.28096 -1.2603 -1.20459 -1.32866 -1.32292 -1.31064 -1.2992 -1.22968 internal_weight=1456.48 1124.56 331.924 776.984 234.779 97.1443 347.576 65.8403 40.6611 25.1792 94.252 140.527 72.3053 430.769 281.735 89.1481 192.587 66.5208 68.2221 346.215 173.192 245.157 185.612 27.7312 internal_count=8561 6610 1951 4567 1380 571 2043 387 239 148 554 826 425 2532 1656 524 1132 391 401 2035 1018 1441 1091 163 is_linear=0 shrinkage=1 Tree=1 num_leaves=28 num_cat=0 split_feature=0 0 0 0 0 0 4 1 1 1 7 7 4 7 7 0 1 3 3 3 4 7 1 4 0 7 7 split_gain=825.884 133.433 99.4365 39.0344 29.6823 12.7735 11.6916 11.3028 9.91316 9.18154 6.56261 5.89737 4.77726 7.87943 4.00178 3.99175 3.58412 5.87917 3.12884 2.78482 2.55169 2.1213 1.34076 1.25706 1.22461 1.19928 0.859589 threshold=588.50000000000011 622.50000000000011 525.50000000000011 661.50000000000011 564.50000000000011 610.50000000000011 4.5000000000000009 3.3500000000000001 3.1500000000000008 4.8500000000000005 0.50155000000000005 0.34490000000000004 5.5000000000000009 0.42755000000000004 0.46275000000000005 517.50000000000011 4.6500000000000012 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 0.49375000000000008 2.4500000000000006 6.5000000000000009 509.50000000000006 0.066400000000000015 0.40295000000000009 decision_type=2 2 2 2 2 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 15 9 16 12 11 -8 22 18 -11 -7 13 -2 -10 23 19 -18 -3 -4 -17 -14 -6 25 -25 -1 -22 right_child=1 3 4 -5 8 6 7 -9 14 10 -12 -13 21 -15 -16 20 17 -19 -20 -21 26 -23 -24 24 -26 -27 -28 leaf_value=-0.055848541619204765 0.039318488093981849 0.053500521972562713 -0.022666849509046842 0.12222238425404142 0.014815889548738094 0.032482424038163225 0.060523061058318221 -0.00067754824608580943 0.0025305544000399972 0.017416788253787566 0.064252088019577866 0.074776328175994458 -0.0058454737374525906 0.015757370248636007 -0.011501945438690311 -0.0093459326527872023 -0.017662800612876946 -0.031985759189795057 0.082494229907649555 -0.0022551402902411125 -0.042632144479342188 0.020996225209146728 0.037693242915812594 -0.056563474176548056 -0.031204008239741017 -0.04251535001671454 -0.024727235905074953 leaf_weight=35.390375673770905 68.656667783856392 20.157578065991402 28.761620432138443 54.573277518153191 16.156014233827594 14.579801499843596 11.056161671876909 19.678162783384323 124.02847291529179 14.353140994906424 18.426621556282043 33.847920015454292 18.20242011547089 79.131010413169861 84.275016918778419 11.355993553996084 170.29140344262123 134.43330575525761 97.385821312665939 40.089863315224648 33.544623225927353 10.84656238555908 14.795316785573958 84.475286319851875 10.466673731803892 192.77136817574501 17.547972530126572 leaf_count=214 399 113 171 297 93 84 63 113 728 82 104 193 106 459 495 68 1013 803 549 239 201 63 86 511 63 1164 105 internal_value=4.58719e-05 0.0553406 -0.0255053 0.0853638 -0.0129426 0.0310526 0.0478098 0.0223942 0.000791331 0.0712304 0.0450152 0.0630591 0.0232963 0.0269273 -0.00315063 -0.0453755 -0.0217304 -0.0240819 0.0780575 -0.0110558 -0.0324173 0.00437572 0.0267456 -0.0477569 -0.0541743 -0.04484 -0.0371713 internal_weight=1459.28 460.895 998.383 204.896 612.831 255.999 79.162 30.7343 239.255 150.323 32.7798 48.4277 176.837 147.788 208.303 385.552 373.576 304.725 117.543 68.8515 62.4486 29.049 30.9513 323.104 94.942 228.162 51.0926 internal_count=8579 2625 5954 1145 3628 1480 453 176 1402 848 186 277 1027 858 1223 2326 2226 1816 662 410 374 169 179 1952 574 1378 306 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=30 num_cat=0 split_feature=1 3 1 3 1 4 4 3 4 4 5 7 1 1 5 7 6 7 7 6 5 4 1 7 3 7 1 5 3 split_gain=361.717 83.48 77.4087 40.8133 36.1725 20.6682 19.2258 15.7867 15.0012 12.9886 12.8002 10.2548 12.8795 10.0627 8.54007 8.03663 7.9111 7.72819 7.14923 7.09684 7.01545 6.81401 6.80708 6.27936 5.23967 5.03559 4.54371 2.73691 0.783376 threshold=4.6500000000000012 2.5000000000000004 7.3500000000000005 3.5000000000000004 1.8500000000000003 4.5000000000000009 4.5000000000000009 1.5000000000000002 5.5000000000000009 4.5000000000000009 3.5000000000000004 0.40575000000000006 3.3500000000000001 2.3500000000000001 4.5000000000000009 0.48545000000000005 1.5000000000000002 0.41135000000000005 0.56535000000000013 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 0.65000000000000002 0.49070000000000008 7.5000000000000009 0.41135000000000005 2.8500000000000001 5.5000000000000009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 6 14 13 20 16 25 15 17 12 -7 23 28 -6 -4 -9 -8 -11 -2 -12 -16 -3 -10 -5 -15 -13 -1 right_child=2 5 7 8 9 11 18 10 24 19 21 27 -14 26 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.11150895300278776 0.034079285846011657 0.032945474141906302 -0.015199078257508656 -0.014532436418344933 0.038948409241959185 0.011936622020770926 -0.0069253073861413527 -0.024240242266633988 -0.025470999421241498 -0.0029028093219542412 -0.021073813672182331 0.020872236481220972 -0.032283786478904612 -0.0064149925118148063 0.078728913370698039 0.068749799165256781 0.04233060175443247 0.029467162746464687 0.019642804862070675 0.034258537571021208 0.001181987855254329 -0.039273277595717249 0.016895246369800176 0.083774797206919036 -0.05631947630037816 0.0019243898812583687 0.026322475869441583 -0.0019674958449297127 0.082483325826501391 leaf_weight=21.158221185207367 82.063225328922272 16.936089545488361 13.875157848000528 106.60912118852139 52.674124881625175 28.589756950736046 108.48440830409527 13.502058058977129 96.292815387248993 16.347252294421196 66.939976245164871 49.00301393866539 36.218133985996246 12.16725219786167 9.4220834076404589 51.367722973227501 8.974612280726431 11.441517457365988 31.921640694141388 53.007038354873657 20.620645076036453 334.36702716350555 9.420722767710684 11.78308644890785 16.81176321208477 80.6142967492342 59.105206191539764 17.038160160183907 36.626059293746948 leaf_count=111 468 95 83 638 292 165 643 81 584 94 404 284 215 69 51 280 53 68 186 300 121 2054 52 65 103 478 340 100 196 internal_value=0.000590816 0.0361428 -0.0166477 -0.0039277 0.0561166 0.0143388 0.0112653 -0.0319851 -0.0162383 0.0429805 -0.0341547 0.0011744 -0.0128152 0.0313339 0.0848408 0.054224 0.00801444 0.000388644 -0.000753432 0.0255115 0.0275963 -0.0363099 0.0504757 0.0560855 -0.0305535 -0.00744735 0.0206531 0.0149637 0.0949125 internal_weight=1473.38 480.864 992.518 543.418 250.023 230.841 243.09 449.1 300.328 173.396 426.251 130.849 64.8079 99.9916 76.6271 104.042 22.8498 24.9436 140.406 69.3543 102.684 401.307 18.8428 28.7192 113.105 187.223 71.2725 66.0412 57.7843 internal_count=8673 2709 5964 3221 1376 1333 1418 2743 1803 966 2607 764 380 569 410 572 136 149 829 394 589 2458 103 160 687 1116 409 384 307 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=27 num_cat=0 split_feature=0 0 0 0 0 0 0 5 5 4 5 1 1 1 0 4 2 5 0 1 0 0 6 2 4 0 split_gain=656.922 118.871 87.1236 25.4988 20.2886 11.2615 9.35334 8.43389 7.78667 4.82489 5.75125 4.76496 4.74501 4.44114 4.19902 5.44213 3.18751 3.1521 3.10308 2.54309 3.3033 2.2623 2.09201 1.23362 0.502522 0.302757 threshold=587.50000000000011 622.50000000000011 535.50000000000011 661.50000000000011 564.50000000000011 500.50000000000006 605.50000000000011 5.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 7.1500000000000012 4.1500000000000012 3.0500000000000003 592.50000000000011 5.5000000000000009 3.5000000000000004 4.5000000000000009 546.50000000000011 7.7500000000000009 523.50000000000011 530.50000000000011 1.0000000180025095e-35 5.5000000000000009 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 2 left_child=2 6 5 7 16 24 14 12 13 17 -11 -10 -3 -6 23 -16 18 -8 -4 21 -21 -7 -18 -2 25 -1 right_child=1 3 4 -5 8 19 9 -9 11 10 -12 -13 -14 -15 15 -17 22 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=-0.047632034954445568 0.023361272733303219 0.074536525578423371 -0.020180261327560567 0.10366199070364211 0.037657717969584725 -0.024037076617223367 0.034241227914727161 0.026513537518046193 -0.0018049730873905938 0.04962463187981455 0.010026852979348503 -0.024789184481681849 0.051311522393734682 0.007156882203811922 0.016318105418615787 -0.012496786551308914 -0.027771160322030853 0.059409720657097737 0.0063886778973285046 -0.045146995022796822 -0.025250554751328643 -0.040757191149372381 -0.017418133371126038 0.044711405907790852 -0.054361311358352288 -0.03655125716871397 leaf_weight=99.850694239139557 35.487222537398338 93.665318235754967 19.284556820988655 58.011311605572701 13.201548755168913 118.27890707552433 41.063727736473083 16.341777116060257 105.20743200182915 12.602458760142325 31.813061401247978 27.975489571690559 46.362885266542435 85.647422209382057 96.457702860236168 18.727926820516586 82.892623618245125 25.454796180129051 22.819760546088219 72.6158507168293 38.161507591605186 28.919050917029381 157.79533855617046 11.422107771039007 73.095210358500481 34.513371542096138 leaf_count=634 203 493 118 288 74 731 225 88 613 71 180 168 252 503 547 109 503 140 138 457 236 176 956 65 468 217 internal_value=-0.000541745 0.0468375 -0.0241288 0.0746504 -0.00991218 -0.0397882 0.0247879 0.0632654 0.00102966 0.0360124 0.0222177 -0.0068189 0.0673006 0.0116168 0.0169017 0.0115228 -0.0188796 0.0446838 -0.00585025 -0.0324893 -0.0386249 -0.0276086 -0.0211045 0.029489 -0.0486411 -0.0451138 internal_weight=1467.67 487.41 980.259 214.381 514.824 465.435 273.029 156.37 232.032 110.934 44.4155 133.183 140.028 98.849 162.095 115.186 282.792 66.5185 42.1043 257.975 110.777 147.198 240.688 46.9093 207.459 134.364 internal_count=8653 2661 5992 1121 3073 2919 1540 833 1358 616 251 781 745 577 924 656 1715 365 256 1600 693 907 1459 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 5 0 2 6 1 1 2 1 1 0 1 6 5 6 1 1 5 1 1 split_gain=600.86 90.3407 81.3711 21.8723 19.2326 10.4591 8.40705 6.14264 4.19711 4.01152 4.65263 3.8395 3.22453 5.85554 2.98724 2.15045 1.89763 5.42764 1.60778 1.44953 0.946174 0.71896 0.738297 0.632006 0.543047 threshold=589.50000000000011 643.50000000000011 536.50000000000011 616.50000000000011 564.50000000000011 516.50000000000011 4.5000000000000009 672.50000000000011 5.5000000000000009 1.0000000180025095e-35 1.1500000000000001 4.6500000000000012 3.5000000000000004 6.1500000000000012 8.3500000000000032 492.50000000000006 4.8500000000000005 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 2.1500000000000008 3.8500000000000001 5.5000000000000009 1.0500000000000003 5.2500000000000009 decision_type=2 2 2 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 9 12 15 8 20 -6 11 -11 -2 13 -4 -8 -1 18 -18 -5 -14 23 -7 -23 -3 -17 right_child=1 7 4 16 6 21 14 -9 -10 10 -12 -13 19 -15 -16 24 17 -19 -20 -21 -22 22 -24 -25 -26 leaf_value=-0.049085806772125852 0.023066312665379042 0.063396265551809702 0.016543113199341673 0.054536221068529747 0.0056303517256818068 -0.011547046727785195 -0.0053782199382510724 0.10140921189430048 0.030368932848444014 -0.0047855276574556207 0.028354393689219305 -0.0037890369763896523 -0.026938844237769544 -0.0212329778220725 -0.030753666788552226 -0.024612482629571154 0.01587422645384097 0.054001043946431175 0.029827492661921085 -0.017954176157821272 0.062628003973828131 -0.024658053405259277 -0.033329339162327949 0.09652990506306644 -0.040123640152355589 leaf_weight=153.19159746170044 25.685429975390434 14.856720179319383 16.627161294221878 91.013049200177193 89.233731389045715 9.0479236096143705 132.23999679088593 40.694795101881027 20.705480650067329 10.791669964790342 157.3269888907671 25.536795169115067 78.974570408463478 23.43938110768795 11.956784605979918 14.067258417606352 19.86952131986618 19.899294376373291 12.531730338931082 155.98366574943066 44.848828807473183 82.804741561412811 73.541241556406021 16.544610619544983 123.66215826570988 leaf_count=1007 143 73 100 470 517 55 773 193 119 59 882 145 487 144 73 89 108 108 66 954 228 519 462 82 796 internal_value=-0.000766331 0.0450746 -0.0231038 0.0325704 -0.00971986 -0.0385582 0.000184832 0.083204 0.0105663 0.0224326 0.0261818 0.00976568 -0.0188579 -0.00541348 -0.0077141 -0.044366 0.0477885 0.0359312 0.0519075 -0.0210967 0.0722362 -0.0281074 -0.0289545 0.0834483 -0.0387643 internal_weight=1465.08 479.599 985.476 362.654 529.161 456.315 254.136 116.945 109.939 219.341 168.119 51.2222 275.025 40.0665 144.197 290.921 143.314 39.7688 103.545 234.958 76.2502 165.394 156.346 31.4013 137.729 internal_count=8652 2557 6095 1981 3167 2928 1482 576 636 1229 941 288 1685 244 846 1892 752 216 536 1441 383 1036 981 155 885 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=27 num_cat=0 split_feature=0 0 0 0 0 0 5 7 7 2 1 5 1 5 0 1 4 0 7 7 0 1 1 5 0 0 split_gain=523.426 84.2648 77.7178 29.0249 13.292 8.67962 8.14306 7.42606 7.05348 6.35898 6.27254 5.69338 4.39497 5.51869 3.56155 3.1419 3.07873 2.98942 4.34646 2.89724 2.67967 4.11847 2.24835 3.52572 2.47914 2.11943 threshold=587.50000000000011 622.50000000000011 564.50000000000011 520.50000000000011 662.50000000000011 609.50000000000011 4.5000000000000009 0.32035000000000008 0.22575000000000003 5.5000000000000009 3.8500000000000001 3.5000000000000004 4.1500000000000012 5.5000000000000009 645.50000000000011 7.3500000000000005 4.5000000000000009 492.50000000000006 0.61570000000000014 0.27175000000000005 567.50000000000011 5.5500000000000007 5.0500000000000007 5.5000000000000009 560.50000000000011 571.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 3 17 12 9 20 8 -7 11 -11 -2 13 -3 -14 19 -9 -1 -19 -8 -4 -22 24 -24 -5 -17 right_child=1 4 6 22 -6 7 15 16 -10 10 -12 -13 14 -15 -16 25 -18 18 -20 -21 21 -23 23 -25 -26 -27 leaf_value=-0.047701471174460157 -0.01122600082782519 0.063565543347955 0.035901723229341105 -0.010422150697291029 0.082785971496179861 0.043063142535667676 0.011545721920490854 0.05082874617710828 -0.0094729575442987785 0.050219072460362661 0.01537745963416675 0.014321281925593683 0.031300325113451169 0.022392511827674624 0.062248679106237575 -0.0012769740663318252 0.025872267539508678 -0.038984688376010136 -0.0078060494383503575 -0.0065090712261829499 0.00023709106220790876 0.022184153976123434 -0.019015197766137051 -0.03036449566614928 -0.032148640462093529 -0.032496467362657301 leaf_weight=147.20306707918644 26.1795534491539 108.69244277477264 11.56682628393173 79.311503872275352 62.085534602403641 9.1807590276002902 30.180158466100693 44.26365652680397 16.15869028866291 21.502407282590866 35.039577722549438 109.09032329916954 40.203888148069382 10.739872351288794 14.778947830200194 9.0523971468210238 23.56569242477417 148.3441665917635 13.139536842703817 75.905886203050613 46.056855514645576 39.696091517806053 185.80903366208076 123.15027658641338 15.75636041164398 14.437276989221571 leaf_count=998 146 537 67 486 285 50 176 230 88 118 195 610 211 55 75 56 128 975 84 445 262 232 1164 777 96 89 internal_value=-4.90307e-05 0.0400741 -0.0223415 -0.0304459 0.0621053 0.02162 0.0031157 0.0341635 0.0102839 0.0153557 0.0293568 0.00929418 0.0542853 0.0601213 0.0406716 -0.00505517 0.0427327 -0.0420167 -0.0365422 -0.00126616 0.0139864 0.0105929 -0.0215114 -0.0236385 -0.0143723 -0.0212128 internal_weight=1461.09 521.481 939.609 712.714 236.501 284.981 226.895 93.1688 25.3394 191.812 56.542 135.27 174.415 119.432 54.9828 129.576 67.8293 308.687 161.484 106.086 97.3198 85.7529 404.027 308.959 95.0679 23.4897 internal_count=8635 2728 5907 4580 1163 1565 1327 496 138 1069 313 756 878 592 286 766 358 2057 1059 621 561 494 2523 1941 582 145 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=27 num_cat=0 split_feature=0 0 0 0 0 0 7 0 7 6 0 3 0 3 1 0 7 7 7 7 0 1 7 7 7 0 split_gain=476.946 95.1989 56.1145 20.0414 12.1221 10.3594 5.97236 5.63411 5.14676 4.65233 6.54659 4.16536 5.08209 4.10276 5.33894 5.05195 4.09873 3.66631 2.74253 2.18653 2.03469 1.88974 3.85406 1.67997 1.66563 0.448464 threshold=579.50000000000011 622.50000000000011 526.50000000000011 658.50000000000011 564.50000000000011 606.50000000000011 0.33575000000000005 500.50000000000006 0.39795000000000008 1.0000000180025095e-35 641.50000000000011 4.5000000000000009 574.50000000000011 3.5000000000000004 3.1500000000000008 600.50000000000011 0.77120000000000011 0.68060000000000009 0.25675000000000003 0.37045000000000006 567.50000000000011 6.7500000000000009 0.54375000000000007 0.28245000000000003 0.22575000000000003 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 left_child=2 5 7 9 16 13 24 25 -8 10 -3 12 -6 14 -2 -15 18 -11 -4 -5 -13 22 -9 -23 -7 -1 right_child=1 3 4 19 11 6 8 21 -10 17 -12 20 -14 15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 leaf_value=-0.052978140628715746 0.033327576920102825 0.011759859259256976 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19.64537201821804 146.44434151053429 leaf_count=292 203 107 678 76 415 62 56 321 335 490 50 72 226 411 694 91 83 158 1447 272 202 341 68 387 107 1014 internal_value=-1.86629e-05 0.0343686 -0.0237593 0.0586214 -0.0130108 0.0178177 0.030882 -0.0389452 0.0385114 0.0480509 0.0289104 -0.00139063 -0.00671783 0.0121238 0.0168791 0.00336003 -0.0181685 0.0523621 -0.0192457 0.080016 0.0109617 -0.031769 -0.0235489 -0.0359832 0.0117603 -0.0451452 internal_weight=1458.63 595.465 863.162 240.38 506.706 355.085 106.173 356.456 74.981 163.218 31.6347 156.453 109.912 248.911 160.388 88.5232 350.253 131.584 337.021 77.1618 46.5409 168.433 59.7199 108.713 31.1922 188.023 internal_count=8658 3112 5546 1153 3123 1959 560 2423 391 805 157 915 641 1399 897 502 2208 648 2125 348 274 1117 389 728 169 1306 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=31 num_cat=0 split_feature=1 3 1 4 5 3 4 5 1 4 1 5 7 6 3 4 1 3 6 7 4 1 4 3 7 7 1 1 7 7 split_gain=228.082 48.1264 41.4461 20.583 15.8883 14.2381 13.9331 10.6396 9.98198 9.29555 8.32431 6.61399 6.49564 6.23503 5.85435 7.42196 5.73892 5.25178 5.65046 5.20913 3.6553 3.58557 3.28853 3.21608 2.90481 2.86051 2.16533 1.58982 1.44882 0.158265 threshold=4.7500000000000009 3.5000000000000004 2.5500000000000003 4.5000000000000009 5.5000000000000009 3.5000000000000004 5.5000000000000009 2.5000000000000004 0.35000000000000003 3.5000000000000004 7.8500000000000005 4.5000000000000009 0.64915000000000012 2.5000000000000004 3.5000000000000004 4.5000000000000009 7.2500000000000009 6.5000000000000009 1.5000000000000002 0.37045000000000006 3.5000000000000004 4.2500000000000009 5.5000000000000009 1.0000000180025095e-35 0.10625000000000001 0.51550000000000007 7.7500000000000009 4.0500000000000007 0.34935000000000005 0.45725000000000005 decision_type=2 2 2 2 2 2 2 2 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 16 9 6 7 -4 20 11 24 -3 -11 22 15 -10 23 18 -7 -12 -1 -8 -6 -2 -5 -16 -15 -19 -18 -22 right_child=1 4 5 10 13 17 21 -9 14 12 19 -13 -14 26 25 -17 28 27 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.085397346655127881 0.044253906172947333 0.047056821985905634 0.064775526255143878 -0.027833993892566539 -0.028824276669230538 -0.0035540199463192663 0.0035895960045936718 0.023378997631109726 0.051647333735881221 -0.021545274353304143 -0.03703682940937867 -0.011567071612109571 0.0041883431406774807 0.0097230017287779046 0.0043546164929043193 0.024043885179081313 -0.017016555185189901 -0.031042337849040025 0.0210736271928956 -0.0089001896548852183 0.036153584243010725 -0.030335718623377597 -0.04118410719202259 0.016238515689130914 -0.0022001931010229305 0.034048393903825684 -0.022623289064427503 -0.0034844340512190084 0.0041575573823546949 0.057096376555319621 leaf_weight=16.460209563374519 11.540842428803442 8.5155458152294159 16.830381765961647 11.064316481351851 118.327850908041 60.925180673599243 25.229785442352295 167.14941515028477 74.464720338582993 241.93100039660931 38.768987834453583 8.8894324749708176 26.59256249666214 10.199157014489176 19.746194943785667 41.541685774922371 12.378868043422701 13.349478721618654 36.227089732885361 30.388571977615356 12.151666209101679 10.037731543183325 139.04985570907593 88.299335703253746 144.77630768716335 13.783509150147436 8.5344644337892515 9.3788987398147565 19.04800409078598 16.369094848632812 leaf_count=74 60 50 83 70 780 356 142 880 355 1557 259 53 164 65 109 213 76 80 206 197 59 60 969 487 869 72 58 58 115 77 internal_value=-0.000844259 -0.0159493 0.0251207 -0.00154803 -0.0250502 0.0144748 0.0220228 0.0275227 0.0434865 -0.0166594 -0.0107249 0.0178419 -0.0189722 -0.0336297 0.0367295 0.0420953 0.014106 0.000561054 0.00569958 -0.0250476 0.0645538 -0.00649846 -0.0356547 0.0199332 -0.00421787 0.0173386 -0.00515929 -0.0205073 -0.00429618 0.0498697 internal_weight=1451.95 918.305 533.645 356.265 562.04 339.128 219.247 183.98 194.517 285.929 224.998 17.405 268.524 276.111 149.536 116.006 131.267 119.881 97.1523 69.1576 44.981 35.2675 257.378 99.8402 155.841 33.5297 18.7336 22.7284 31.4269 28.5208 internal_count=8653 5829 2824 2133 3696 1865 1165 963 959 1824 1395 103 1721 1872 749 568 738 700 562 456 210 202 1749 547 939 181 123 138 191 136 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=27 num_cat=0 split_feature=0 0 0 0 0 7 0 7 7 7 3 0 4 0 7 5 2 7 7 7 7 7 4 3 0 0 split_gain=378.259 74.2398 55.5031 19.1737 17.1942 7.11848 4.87504 4.25649 4.70512 4.07253 3.83616 5.08315 4.94694 3.44606 5.3558 5.56873 3.75882 4.7524 3.49824 2.85112 2.67405 2.58803 1.12042 0.818278 0.318637 1.28871 threshold=587.50000000000011 522.50000000000011 616.50000000000011 564.50000000000011 661.50000000000011 0.46275000000000005 494.50000000000006 0.48545000000000005 0.32035000000000008 0.10625000000000001 4.5000000000000009 547.50000000000011 6.5000000000000009 600.50000000000011 0.39605000000000007 5.5000000000000009 4.5000000000000009 0.34210000000000007 0.62315000000000009 0.52985000000000015 0.71110000000000018 0.6453000000000001 4.5000000000000009 5.5000000000000009 481.50000000000006 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 2 2 2 2 2 left_child=1 6 13 10 7 9 24 8 -4 -5 12 -12 -3 14 15 -2 22 -18 -16 -9 -7 23 -15 -8 25 -1 right_child=2 3 4 5 -6 20 21 19 -10 -11 11 -13 -14 16 18 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.051720767916853032 0.030072697730099292 -0.014663233023745238 0.044948179704992208 -0.019787891116416434 0.070139338148065056 -0.0043257013722989767 -0.030434089819804885 0.068865847234280977 0.022106945787268684 0.010924056895193952 -0.029538460069716468 -0.011079805111951955 0.011166022533471074 0.014226544523731958 -0.0073088134981622449 -0.0090980491753318623 0.0079328646482350121 0.033569593115606297 0.014559887608074147 0.043266631541022726 -0.024121813520559351 -0.0077484130006841559 -0.005955703129127206 -0.040193677875822273 -0.053381942714644783 -0.036708023329743628 leaf_weight=39.348544344305992 40.805947318673134 187.67405621707439 42.88824200630188 10.739467188715933 68.123262584209442 72.048411130905151 85.549637034535408 16.556441977620125 57.792741373181343 130.91594354808331 101.32288581132889 63.187275826931 19.605189606547356 12.61170516908169 47.444674044847488 10.855405047535895 26.774805679917336 64.582796782255173 28.331240609288216 101.95579618215561 22.02270270884037 10.469638571143149 12.657737672328947 66.343366026878357 47.389755517244339 60.479049727320671 leaf_count=293 224 1193 210 63 293 421 592 79 280 763 669 406 126 66 263 60 145 340 155 487 129 69 69 464 344 444 internal_value=-0.000523188 -0.0199698 0.0330043 -0.00977413 0.0478789 0.00136201 -0.0398657 0.0406507 0.0322324 0.00843822 -0.0168329 -0.0225886 -0.0121543 0.0153493 0.00947811 0.0217305 0.0215871 0.0262774 0.000885518 0.047431 -0.00921768 -0.0332984 0.00408483 -0.0349646 -0.0468013 -0.0431294 internal_weight=1448.48 917.096 531.381 607.516 287.316 235.727 309.58 219.193 100.681 141.655 371.789 164.51 207.279 244.064 127.437 51.6614 116.627 91.3576 75.7759 118.512 94.0711 162.363 25.2694 151.893 147.217 99.8276 internal_count=8647 5976 2671 3770 1349 1376 2206 1056 490 826 2394 1075 1319 1322 702 284 620 485 418 566 550 1125 135 1056 1081 737 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=28 num_cat=0 split_feature=1 2 3 3 3 2 2 5 7 5 1 7 6 1 1 5 7 3 7 3 7 1 6 7 1 6 2 split_gain=214.16 77.6581 38.855 16.4443 14.8179 13.4463 13.3962 9.28782 9.07218 9.18275 7.78871 6.93773 6.45694 5.46684 5.25539 5.20454 4.98511 4.90719 4.46504 3.65953 3.44064 3.02761 4.75967 3.00218 2.23135 1.82517 0.273796 threshold=4.6500000000000012 4.5000000000000009 2.5000000000000004 3.5000000000000004 1.5000000000000002 5.5000000000000009 4.5000000000000009 5.5000000000000009 0.58205000000000007 3.5000000000000004 0.35000000000000003 0.14275000000000002 1.0000000180025095e-35 7.3500000000000005 6.1500000000000012 5.5000000000000009 0.33785000000000004 6.5000000000000009 0.30465000000000003 7.5000000000000009 0.28475000000000006 3.6500000000000008 1.5000000000000002 0.6190500000000001 2.4500000000000006 1.5000000000000002 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 7 12 11 21 13 15 -10 26 -4 -3 -2 19 -6 -14 -13 -7 -5 -12 22 -1 -16 -20 -9 -8 right_child=1 4 5 14 8 18 10 25 9 -11 20 17 16 -15 23 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.040105340954533879 0.0055900754370555861 -0.0054980740067521044 -0.02918718851015642 -0.016317606692280755 -0.001866250563831868 0.0046264462653806786 0.053459470928770694 -0.033102398883126077 0.047825676731578365 0.0038920841362957794 0.053550595009932839 0.0092403959225207249 0.0039291124404544726 -0.019376736374230836 -0.038265055598030284 -0.01741301401361188 0.041934350592682662 -0.017174676221655531 0.052901830713994992 -0.049602047722675041 0.034642908504419367 -0.0055313562634884553 -0.0038870494715809085 -0.019142518856554228 0.027529203675770317 -0.013271423772309214 0.078945319381352075 leaf_weight=13.412309572100641 58.61448135972023 13.580222263932226 14.196600407361982 66.074309751391411 172.827661678195 14.270839944481848 21.269688174128532 49.120794281363487 14.275517433881758 56.156822204589844 33.912955552339554 145.80262719094753 11.944435462355612 33.588671997189522 262.6733830422163 77.967090502381325 35.879289641976357 18.930227816104889 16.369381710886955 9.1816425025463086 174.95451587438583 16.69889509677887 10.105898916721342 26.825101315975189 31.631525009870529 18.925177663564682 12.336409091949461 leaf_count=70 347 78 87 428 1042 75 94 330 76 332 171 820 66 220 1871 510 189 116 79 63 836 93 52 183 166 124 53 internal_value=-0.000420502 -0.0151121 0.0250033 -0.02758 0.00200913 0.0101714 0.0375603 -0.0140498 -0.00230099 0.0134116 0.0419904 0.00311607 0.0243127 -0.00356175 -0.0334559 -0.00676925 0.0328195 0.00608943 0.0299951 -0.0210413 0.0379772 0.0103584 0.0216101 -0.0365824 0.0371869 -0.0279314 0.0649704 internal_weight=1431.53 907.635 523.892 525.004 382.631 241.201 282.691 160.249 321.227 70.4323 242.474 178.929 61.4039 92.2032 364.754 250.795 47.8237 164.733 62.2717 75.256 208.867 40.2171 23.5182 289.498 48.0009 68.046 33.6061 internal_count=8571 5859 2712 3566 2293 1343 1369 1021 1960 408 1154 1023 333 567 2545 1552 255 936 320 491 1007 215 122 2054 245 454 147 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=25 num_cat=0 split_feature=1 2 1 4 2 2 4 3 7 4 3 7 7 7 7 7 7 4 1 1 1 3 7 7 split_gain=168.556 74.8013 31.9239 21.8875 17.456 16.3332 12.6026 12.6476 11.4844 9.54011 7.832 7.74686 7.64349 7.23484 4.36568 4.3221 3.98522 3.8179 3.49445 3.4047 2.89696 2.49968 1.90592 6.3765 threshold=3.3500000000000001 4.5000000000000009 6.7500000000000009 5.5000000000000009 6.5000000000000009 5.5000000000000009 4.5000000000000009 3.5000000000000004 0.10625000000000001 4.5000000000000009 6.5000000000000009 0.36820000000000003 0.53255000000000008 0.77120000000000011 0.70465000000000011 0.6664500000000001 0.24670000000000003 6.5000000000000009 0.35000000000000003 4.8500000000000005 4.4500000000000011 4.5000000000000009 0.24045000000000002 0.35695000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 9 4 8 6 7 15 -3 20 -11 16 -13 17 21 -1 -8 -4 -7 -6 -2 -5 -20 -24 right_child=1 3 13 14 19 18 11 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 23 -25 leaf_value=0.038075844345766677 0.0208353279424765 -0.035263049429049335 -0.029621497740819614 -0.0097799513328153502 0.062179460895890874 0.062219817084429509 0.0068490465030389526 0 0.0088586088615588126 -0.009940839344532576 -0.038297595454181307 -0.028286056750374589 0.012279311087893418 0.014417864652266674 0.018028875211913369 0.073404252594115357 0.041396870530735083 -0.043478181783953018 0.062462705232217156 0.023911316805057647 0 -0.024653063830773106 0.011378126413545922 0.043794956477519721 leaf_weight=46.567281931638718 22.227120250463486 14.359956562519072 252.45080532133579 75.982914984226227 16.149210765957836 29.32181940972805 17.102856442332268 18.570702865719795 362.80790570378304 150.60090567171574 28.648066006600857 20.28986819088459 24.477296814322472 7.6232333630323401 9.3967541456222516 12.907966852188109 17.128476977348328 72.572436720132828 11.120731726288794 12.580033168196676 58.599314033985138 48.340685278177261 20.31816078722477 79.172311618924141 leaf_count=224 125 92 1789 468 77 127 97 99 2044 958 199 110 128 50 55 59 93 552 55 65 351 324 95 366 internal_value=-0.000421125 -0.00922233 -0.0214704 0.00423662 0.0100203 0.0330384 0.0216855 0.0358296 0.00707673 -0.00827486 -0.014688 0.00737622 -0.00621325 -0.0317164 -0.0132263 0.0469129 0.0249621 -0.0328547 0.0454997 0.0469586 0.00589208 -0.0157535 0.0405049 0.0374036 internal_weight=1429.32 1132.34 592.722 539.617 405.897 296.977 157.044 78.046 377.168 260.075 179.249 78.9985 44.7672 332.646 133.72 59.4752 34.2313 325.023 139.933 28.7292 80.8264 124.324 110.611 99.4905 internal_count=8602 7149 4024 3125 2278 1453 810 382 2136 1633 1157 428 238 2391 847 283 190 2341 643 142 476 792 516 461 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=30 num_cat=0 split_feature=2 3 1 1 7 3 4 4 6 6 4 1 3 6 3 1 2 1 7 1 6 2 7 1 3 7 7 1 1 split_gain=156.147 58.1928 39.1179 21.3999 13.4325 13.2631 10.3992 9.86479 11.7674 9.66028 9.77233 8.49506 7.9033 6.26663 5.78759 5.57579 4.44143 4.27381 3.89693 3.69562 3.66637 3.27821 3.00754 4.00967 2.0154 1.94731 1.6601 1.57237 1.24585 threshold=4.5000000000000009 2.5000000000000004 5.9500000000000011 3.3500000000000001 0.61570000000000014 3.5000000000000004 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 7.4500000000000011 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 0.35000000000000003 5.5000000000000009 4.6500000000000012 0.41365000000000002 7.8500000000000005 2.5000000000000004 6.5000000000000009 0.6453000000000001 6.1500000000000012 1.0000000180025095e-35 0.53255000000000008 0.69580000000000009 7.7500000000000009 3.6500000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 15 9 6 27 12 25 10 -3 20 28 18 -10 24 -15 -14 -5 -8 -6 -17 23 -7 -2 -9 -24 -4 -1 right_child=1 4 5 13 11 22 19 8 14 -11 -12 -13 17 16 -16 21 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 leaf_value=0.04572646679194696 0.077207331302526896 0.0071612800792707904 0.020295724802970955 -0.01281168792825358 0.020975305448328183 -0.0043302500801643716 -0.010499933634597024 -0.034604692582043677 0.0079674154405183165 0.035692478615241212 -0.010749237119559739 -0.02211787622068696 0.013679672900990175 0.01562955781473829 -0.019534325486395498 0.032771709247306768 0.0327749775761619 -0.015395096857506473 0.015046599607894853 -0.031935658529061287 0.052324949558961137 0.054025907231408078 0.0030203335912535861 -0.035333057880004459 0.045860423642332469 -0.010117277232347271 -0.02377650145065183 -0.0017329845473622704 0.021905709612142756 leaf_weight=11.935805574059488 15.178783491253851 123.13625027239323 19.225397229194645 21.296874403953552 58.538247153162956 11.56338609755039 42.212038539350033 35.699069581925869 76.151882156729698 15.250916913151739 195.56288467347622 9.2405195534229261 26.669747948646545 90.281726464629173 24.413913682103157 109.69732953608036 71.517292976379395 22.253999143838882 27.589803487062454 42.043581083416939 11.482109457254408 26.487977772951126 8.4908725470304507 258.56241427361965 21.348553672432899 12.609422847628592 14.247199915349482 12.614068433642386 18.895516201853752 leaf_count=58 63 683 114 123 317 78 277 230 456 85 1217 58 148 490 163 510 357 136 149 303 60 115 59 1927 92 79 98 83 103 internal_value=0.000793605 0.0155482 -0.0176286 0.0295522 0.00250251 -0.0268706 -0.0123528 -0.00103011 -0.00863652 -0.00189249 -0.00381273 0.0208752 0.0130376 0.0186737 0.00111511 0.0426097 0.0233935 0.000310785 0.00279671 -0.0215041 0.0268509 0.0373058 -0.032547 -0.0340452 0.06073 -0.0286492 -0.0138537 0.0116292 0.0324314 internal_weight=1434.2 796.609 637.588 383.398 413.211 408.959 116.095 228.629 148.874 333.95 318.699 79.2609 79.7551 210.686 100.566 172.713 161.799 48.9237 48.8867 84.2556 70.0204 136.185 292.864 270.126 36.5273 48.3085 22.7381 31.8395 30.8313 internal_count=8631 4319 4312 1899 2420 2939 777 1373 928 1985 1900 435 445 1119 619 780 847 284 272 580 377 625 2162 2005 155 309 157 197 161 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=27 num_cat=0 split_feature=0 0 0 0 0 4 6 1 1 4 6 3 6 1 0 1 1 0 5 4 0 1 3 0 0 5 split_gain=291.977 80.9741 24.3134 12.7122 9.42798 6.10766 6.81043 4.69936 5.33851 3.83137 3.72568 2.93345 3.38404 2.22273 7.31573 7.20393 2.13603 2.07873 1.47736 1.40162 1.154 0.662674 0.655839 3.21406 0.388768 0.665855 threshold=600.50000000000011 536.50000000000011 643.50000000000011 564.50000000000011 506.50000000000006 4.5000000000000009 1.0000000180025095e-35 9.2500000000000018 2.9500000000000006 4.5000000000000009 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 5.4500000000000011 626.50000000000011 4.8500000000000005 0.8500000000000002 615.50000000000011 5.5000000000000009 3.5000000000000004 526.50000000000011 6.4500000000000011 1.5000000000000002 671.50000000000011 458.50000000000006 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 11 24 13 17 8 -5 20 -8 12 -3 15 -15 -2 19 -7 -11 -4 -6 -13 23 -18 -1 -26 right_child=2 3 16 7 9 6 10 -9 -10 18 -12 21 -14 14 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 25 -27 leaf_value=-0.048632178094196232 0.032211685544671034 -0.018625237336655942 0.078829496554039646 0.016037994069697872 -0.016841612105587773 -0.021018071877397446 0.029974761447580347 0.037337276959369559 -0.0009046650307722769 -0.022633815759283919 0.0052118115679906894 -0.0406752906068516 -0.0058873907235704077 0.053716256323751814 0.0059142387229387909 -0.0056077588274341759 0.03202608316544505 0.0074057810108044105 -0.033427812260542186 0.04893545776651273 0.00071733776544003294 -0.016686925339752811 0.05633362687420166 0.057262171433059721 -0.045063463628378903 -0.03483190832441526 leaf_weight=37.118392758071423 123.29306714236736 79.848076984286308 17.269381925463676 54.120220512151718 21.149517238140106 11.599229171872141 58.535979971289635 8.56021800637245 294.04261890053749 82.697361752390862 21.740091979503632 9.465470492839815 156.45467519760132 34.230452746152878 11.019723147153853 13.462891310453413 41.159146964550018 12.026306822896002 78.730452552437782 17.963467925786972 15.155338853597639 8.5090836584568006 31.994970574975014 24.896817699074745 50.215511560440063 97.676035217940807 leaf_count=308 578 528 71 283 149 63 296 53 1688 582 108 63 1014 174 54 67 181 59 572 75 100 60 141 103 390 771 internal_value=8.33691e-05 -0.0146751 0.0350337 -0.00335477 -0.0326778 0.0266144 0.0165846 0.00272293 0.00175306 -0.0247873 0.0234767 -0.011878 -0.010273 0.0321908 0.0425628 0.0284386 0.052724 -0.00663301 -0.0281024 0.0654973 -0.00955492 -0.0310607 0.0474688 0.0423244 -0.0409054 -0.0386189 internal_weight=1412.93 993.743 419.192 611 382.743 285.908 103.902 356.723 348.163 197.733 80.2761 254.277 236.303 182.006 45.2502 136.756 133.284 23.6255 161.428 35.2328 36.3049 17.9746 98.0509 66.056 185.01 147.892 internal_count=8531 6561 1970 3689 2872 1399 526 2024 1971 1403 404 1665 1542 873 228 645 571 122 1154 146 249 123 425 284 1469 1161 is_linear=0 shrinkage=0.05 Tree=13 num_leaves=30 num_cat=0 split_feature=1 5 3 1 4 6 3 7 6 5 7 4 7 1 6 3 7 7 6 1 3 4 7 3 6 7 3 3 7 split_gain=124.578 34.4495 22.9779 21.6985 15.9503 12.8446 9.54425 7.60759 7.57783 7.11292 6.84946 6.56138 6.28706 6.9016 6.04591 5.53756 4.32714 4.30402 3.89644 3.84573 7.39426 3.67671 3.49765 3.23947 3.15426 2.94065 2.43731 2.16282 1.9742 threshold=4.4500000000000011 4.5000000000000009 2.5000000000000004 7.3500000000000005 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 0.22035000000000002 1.0000000180025095e-35 4.5000000000000009 0.28245000000000003 4.5000000000000009 0.56535000000000013 3.6500000000000008 1.0000000180025095e-35 1.5000000000000002 0.23320000000000005 0.7259000000000001 2.5000000000000004 3.6500000000000008 4.5000000000000009 5.5000000000000009 0.6190500000000001 4.5000000000000009 2.5000000000000004 0.23320000000000005 5.5000000000000009 7.5000000000000009 0.17805000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 5 10 25 22 -7 12 18 28 19 13 -1 21 -12 -11 24 -10 20 -4 -13 -6 -21 -5 -3 -16 -8 -2 right_child=1 3 11 17 6 7 27 -9 9 16 15 14 -14 -15 26 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.01375900419147218 0.013080944277827411 -0.0092891422121006238 0.032000577318710657 -0.030101570591395805 -0.001375729660157744 -0.019604414728642848 -0.016866919129765925 0.0025305849073614952 0.045358913485395641 0.049312847262532739 0.045136184271142875 -0.035741562596789456 0.034927377243886851 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371 317 66 203 98 83 90 95 56 161 528 130 82 101 internal_value=-5.51663e-05 -0.0109363 0.019939 -0.0174163 0.00337439 -0.00884573 -0.00632527 -0.00208823 0.0292183 0.0333858 0.0175093 0.00757959 0.0128572 0.000877553 -0.000323907 0.0241089 0.0204493 -0.0274034 0.0397846 0.0170531 0.0233504 -0.0192331 0.00239023 0.00144305 -0.0285252 -0.022674 0.00628394 -0.022115 -0.00416 internal_weight=1429.75 926.33 503.42 637.703 288.627 344.473 171.286 232.412 286.529 227.288 117.341 216.891 59.241 39.2192 118.482 90.0375 76.8654 293.23 150.422 98.4091 69.5396 30.3832 110.709 28.8695 283.506 112.061 88.0991 60.5767 27.3033 internal_count=8681 6169 2512 4438 1731 2215 1087 1464 1330 1044 644 1182 286 192 682 484 371 2223 673 500 346 180 672 154 2157 751 502 415 160 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=27 num_cat=0 split_feature=0 0 0 0 1 0 7 7 1 0 7 1 1 1 4 6 7 0 7 7 7 7 6 5 4 7 split_gain=237.934 47.462 40.2322 8.17873 7.8017 7.58455 6.43372 12.4617 5.44084 5.72623 4.88275 4.583 3.77424 5.25633 3.51491 3.12681 4.00376 2.81676 2.68762 2.4618 8.10213 4.67653 2.02972 0.965593 1.03112 0.508322 threshold=580.50000000000011 522.50000000000011 622.50000000000011 564.50000000000011 5.4500000000000011 661.50000000000011 0.44345000000000007 0.38515000000000005 2.2500000000000004 599.50000000000011 0.60860000000000014 0.55000000000000016 5.8500000000000005 8.6500000000000004 4.5000000000000009 1.0000000180025095e-35 0.68060000000000009 456.50000000000006 0.48285000000000006 0.25675000000000003 0.41365000000000002 0.11405000000000001 1.5000000000000002 4.5000000000000009 6.5000000000000009 0.46010000000000006 decision_type=2 2 2 2 2 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 4 19 8 15 7 -5 11 -10 -8 -2 14 -14 -6 18 -17 -1 -4 21 -21 -3 -7 -19 -25 -24 right_child=2 3 5 6 12 22 10 -9 9 -11 -12 -13 13 -15 -16 16 -18 23 -20 20 -22 -23 25 24 -26 -27 leaf_value=-0.049689737095428142 -0.0034385196933514662 -0.022819812285093673 0.0020310475420134209 0.00011131801452219069 0.064288350846989847 0.064086429815015875 -0.022834953993546528 0.046986280143753216 -0.0046051517909741057 0.012124015431419563 0.0035467110537660941 0.031880141269340696 0.014187907380410689 0.050211921504030067 0.021142471970391808 0.040708455796329902 0.021020139163590617 -0.043156692536656882 0.030581361550995462 -0.027974233623736119 -0.00889475159453176 -0.0005096857361276255 0.028006061269714572 -0.028400676873128423 -0.038358851868820557 0.047552849635735889 leaf_weight=32.498656153678894 11.847759515047072 32.418923877179623 15.724078878760336 82.277656704187393 9.2775374203920382 30.902602359652519 39.48668360710144 16.186804696917534 99.890741527080536 102.40824963152409 30.017111420631409 34.224049657583237 93.014692440629005 10.853383183479307 12.48597329854965 114.00070916116238 39.644065722823143 28.003968268632889 17.703053787350655 90.522042013704777 148.75503049790859 80.84076064825058 12.23119981586933 160.50251506268978 49.930189833045006 27.301013290882111 leaf_count=286 57 225 73 482 48 126 233 95 544 511 174 167 511 63 71 512 176 216 81 620 992 546 50 1268 413 111 internal_value=0.000361294 -0.017889 0.0232335 -0.00901105 0.0126873 0.0384232 4.32714e-05 0.00826239 0.00747031 0.00385691 -0.0114817 0.0228113 0.0228214 0.0184427 0.0417709 0.0327363 0.0358295 -0.0348306 0.0177457 -0.0133271 -0.01622 -0.00708322 0.0527876 -0.0325853 -0.0309574 0.0424686 internal_weight=1422.95 791.44 631.509 520.505 374.002 257.507 167.968 98.4645 248.371 202.299 69.5038 46.0718 125.632 103.868 21.7635 187.072 153.645 270.935 33.4271 352.537 239.277 113.26 70.4348 238.437 210.433 39.5322 internal_count=8651 5550 3101 3367 1972 1129 984 577 1279 1055 407 224 693 574 119 842 688 2183 154 2383 1612 771 287 1897 1681 161 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=26 num_cat=0 split_feature=0 0 0 0 0 1 0 6 6 3 0 0 2 1 0 3 0 0 0 1 1 1 0 5 1 split_gain=237.951 60.7883 28.609 7.2304 6.64654 5.28146 4.80335 4.53304 3.98864 3.85142 2.96148 2.91239 2.7878 3.25445 3.14212 2.34536 2.22691 1.89824 3.44327 1.83672 3.14565 2.19911 1.76312 1.47245 1.22578 threshold=564.50000000000011 622.50000000000011 516.50000000000011 599.50000000000011 643.50000000000011 4.5500000000000007 640.50000000000011 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 612.50000000000011 537.50000000000011 3.5000000000000004 6.1500000000000012 541.50000000000011 6.5000000000000009 530.50000000000011 701.50000000000011 686.50000000000011 9.4500000000000011 8.9500000000000011 9.1500000000000004 526.50000000000011 6.5000000000000009 5.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 19 9 6 10 8 -7 -3 -2 -5 16 13 -13 -14 -11 22 18 -6 20 24 -22 -4 -18 -1 right_child=1 4 11 5 17 7 -8 -9 -10 15 -12 12 14 -15 -16 -17 23 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.019819457859777359 0.02984060604852054 0.010321344899453438 -0.020307680744242315 0.00088001173263477391 0.044650449015262807 0.0019757199703490423 0.0022309782323393971 0.031946128973259012 0.036234908401688679 0.0014701163032562513 0.017648863887096158 0.017162040145630813 0.0022754277410116492 -0.012497366111091939 -0.01631846453895381 0.018132769772827188 -0.032979509294524909 0.064396224255039422 0.01585659465703454 -0.044831093323522357 0.0044901335602800735 -0.027666815098368831 -0.0049332104031268344 -0.0088506031789268632 -0.038465824083918437 leaf_weight=14.499990262091158 12.540323972702025 19.609307274222374 66.838936068117619 59.529885321855545 113.69775785505772 16.461264923214912 16.295341283082962 61.090286746621132 90.166790470480919 322.35572953522205 47.345638155937195 16.083546698093414 25.149425894021988 19.116044148802757 182.22854842245579 21.727559074759483 44.813836812973022 14.675888583064078 13.622356623411177 77.896824851632118 8.667971037328245 11.044590704143046 28.114999391138554 9.0735517144203168 115.45765900611877 leaf_count=109 67 92 499 297 480 87 72 310 405 1826 223 102 171 134 1212 130 313 59 55 678 74 95 199 66 950 internal_value=-0.000318607 0.0175202 -0.0236357 0.00783338 0.0369512 0.0158529 0.0280529 0.0257543 0.0317861 0.0036394 0.00844967 -0.0153537 -0.011839 0.00101634 -0.0140394 0.00258629 -0.0209312 0.0445651 0.0417563 -0.0377294 -0.0337271 -0.0137513 -0.0159064 -0.0292431 -0.0365908 internal_weight=1428.1 809.118 618.986 541.051 268.067 184.427 126.071 77.5516 109.776 356.624 106.876 391.419 242.578 35.1996 207.378 344.083 148.841 141.996 127.32 227.567 149.67 19.7126 94.9539 53.8874 129.958 internal_count=8705 4103 4602 2940 1163 917 569 397 497 2023 520 2696 1619 236 1383 1956 1077 594 535 1906 1228 169 698 379 1059 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=24 num_cat=0 split_feature=0 0 0 0 7 7 7 7 4 6 1 0 4 2 0 1 7 1 1 0 1 1 0 split_gain=210.602 54.9131 18.3493 15.0741 5.91023 5.06798 8.05241 6.42931 4.17061 8.42867 3.78111 5.34147 3.57298 3.32305 3.02229 2.72654 2.6892 4.94426 3.71042 1.14727 1.53064 0.213729 0.421596 threshold=600.50000000000011 550.50000000000011 622.50000000000011 506.50000000000006 0.79585000000000006 0.087500000000000008 0.19925000000000001 0.18295000000000003 4.5000000000000009 1.5000000000000002 8.5500000000000025 523.50000000000011 4.5000000000000009 6.5000000000000009 564.50000000000011 5.4500000000000011 0.49070000000000008 4.1500000000000012 1.5500000000000003 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 4 19 8 -3 7 -7 15 -10 12 -12 -5 16 -8 -2 17 -4 -18 -1 -21 22 -15 right_child=2 5 13 10 -6 6 14 -9 9 -11 11 -13 -14 21 -16 -17 18 -19 -20 20 -22 -23 -24 leaf_value=-0.047227636946896329 0.014094023191954836 -0.031492171371940852 0.03370335558740948 -0.0093113749584049898 0.050111025398549697 0.0076486367105090174 -0.010124951002458854 0.047387578170310037 -0.011850715721508811 0.023260474137992128 -0.024877178584938868 0.0041787725327905893 -0.024215044848113189 0.042603438773963338 -0.00033592778648496144 0.033409213831388965 0.021875215401336398 0.0075814133948631339 0.044590493442555799 -0.043819922370013288 -0.030134605559368002 0.035586783228501569 0.063435766721619297 leaf_weight=31.323815390467644 67.108742624521255 12.451016396284102 70.098439261317253 54.456879377365112 10.987930074334143 45.880829960107803 104.41914534568787 12.464857548475264 37.854696944355965 29.458334401249886 24.827431857585907 39.649103656411171 193.14076288044453 22.063767090439796 317.75555193424225 27.033875107765198 27.890623062849045 25.962763845920563 86.237865164875984 37.755160883069038 105.14844255894423 14.513901516795157 16.446955338120461 leaf_count=295 319 79 299 373 52 274 692 73 198 149 204 289 1399 92 1792 132 116 122 375 310 923 64 66 internal_value=-0.000127674 -0.0129965 0.028751 -0.0248998 0.0158856 -0.00121749 -0.000358866 0.0168781 0.0132315 0.00355744 -0.0181911 -0.00714226 -0.0210079 0.0370687 -0.00278713 0.019986 0.0337973 0.0268457 0.039321 -0.0367155 -0.0340644 0.0490785 0.0530073 internal_weight=1414.93 979.273 435.658 486.302 172.444 492.971 480.52 58.3457 161.456 67.313 312.074 64.4765 247.598 263.214 422.175 94.1426 210.19 96.0612 114.128 174.227 142.904 53.0246 38.5107 internal_count=8687 6703 1984 3793 850 2910 2831 347 798 347 2265 493 1772 1134 2484 451 912 421 491 1528 1233 222 158 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=29 num_cat=0 split_feature=1 5 3 4 1 3 1 3 4 7 7 4 6 6 5 1 1 3 6 7 3 6 1 4 7 7 1 1 split_gain=87.9441 23.3939 19.8305 14.2688 9.81438 7.332 6.15407 5.8644 5.53364 4.78233 4.60853 4.32003 6.73454 4.25872 3.78456 3.60812 3.3838 3.30239 2.69815 4.68745 2.69805 2.51426 2.21598 2.52169 2.09812 2.06721 2.06323 1.34421 threshold=4.7500000000000009 5.5000000000000009 2.5000000000000004 5.5000000000000009 1.8500000000000003 4.5000000000000009 7.5500000000000007 1.5000000000000002 4.5000000000000009 0.60860000000000014 0.34490000000000004 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 11.050000000000002 1.3500000000000003 5.5000000000000009 1.0000000180025095e-35 0.34755000000000008 7.5000000000000009 2.5000000000000004 5.2500000000000009 6.5000000000000009 0.61570000000000014 0.42965000000000003 0.75000000000000011 3.5500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 7 14 6 21 10 16 -8 -2 13 -13 -6 25 20 -4 -9 19 -10 -5 -3 -7 -24 -18 -1 -16 -20 right_child=1 5 8 15 11 22 9 17 18 -11 -12 12 -14 -15 26 -17 24 -19 27 -21 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=0.029047196064269309 -0.0079425667903258012 -0.0072208540916314781 0.033567609782011308 -0.011329338538956143 0.027822333612479801 -0.0034106140960161561 -0.028448315075211505 0.0022103752524387068 -0.034971253994523679 0.012609473059140909 0.024509293968919765 -0.016895127537336168 0.016316612746518449 0.0042515206098498208 0.032124506778297694 -0.049808454126447889 0.0051078957600039117 -0.010765288084083821 0.0083569382257585138 0.0006008075268688789 -0.032554607396903829 0.017360304767323833 -0.02525257015482877 -0.041518127628448968 0.021649112114007829 0.049836978349021913 0.0026243181716725152 -0.0028825484594429242 leaf_weight=25.871660947799683 13.634046621620653 83.642612412571907 16.42478720843792 132.06777683645487 103.27909296751022 9.6847148537635785 61.452815555036068 225.12881442159414 13.799881175160406 7.2495058253407469 44.039501145482063 19.021703764796257 63.020407095551491 24.606471762061119 12.182865008711817 6.7135334685444823 78.579446777701378 61.558568000793457 50.692685708403587 23.94380796700716 16.81220518797636 10.807954549789427 127.56086522340775 34.926697015762329 25.404545843601227 46.401128321886063 11.848310962319372 53.164957568049431 leaf_count=109 75 551 75 935 468 68 487 1352 87 51 223 103 311 108 52 58 412 430 277 146 138 67 1032 322 126 192 54 322 internal_value=0.000108118 -0.0102071 0.015271 -0.00332888 0.0238959 -0.020407 -0.0126337 0.00234254 0.00511882 -0.0239254 0.0167478 0.0176434 0.00844544 0.023394 0.0371525 -0.0158476 0.0129565 -0.000586162 -0.00155486 -0.012843 -0.0139608 -0.00420325 -0.0276288 -0.029012 0.00936446 0.042961 0.0184654 0.00258312 internal_weight=1403.52 835.28 568.242 499.954 306.232 335.325 163.153 344.361 262.01 68.7023 57.6735 209.928 82.0421 127.886 96.304 155.594 120.409 286.687 141.601 37.7437 148.88 94.4506 172.172 162.488 103.984 72.2728 24.0312 103.858 internal_count=8631 5789 2842 3211 1397 2578 1156 2080 1445 538 298 990 414 576 407 1131 613 1782 832 233 1073 618 1422 1354 538 301 106 599 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=23 num_cat=0 split_feature=0 0 0 0 3 3 6 6 3 3 1 1 3 3 6 1 6 3 1 3 1 1 split_gain=182.81 46.6035 18.7035 8.08305 7.51661 6.3194 11.1574 4.05795 5.38306 4.27335 3.29834 1.7535 7.70066 3.2047 1.63142 3.90412 1.31982 1.1012 0.519304 0.70647 0.359086 0.326711 threshold=564.50000000000011 614.50000000000011 500.50000000000006 661.50000000000011 7.5000000000000009 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 9.0500000000000025 4.4500000000000011 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 2.4500000000000006 2.5000000000000004 1.5000000000000002 5.4500000000000011 9.5000000000000018 1.1500000000000001 2.9500000000000006 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 5 16 14 11 7 -7 9 -9 -2 -6 12 -4 -13 15 -3 18 -16 -1 -20 -5 -22 right_child=1 3 4 20 10 6 -8 8 -10 -11 -12 13 -14 -15 17 -17 -18 -19 19 -21 21 -23 leaf_value=-0.018138849128508449 -0.023337313639623901 0.037819153360399704 -0.018133482538022491 0.052108491757041922 -0.041263911142045286 0.05730218180246946 -0.0079783248427419007 0.014546185039491481 0.0017321960351685849 0.00091239890401159207 -0.00081397690690192888 -0.010830821628182673 0.01899910400700457 -0.02074784629894591 0.022680497768984179 0.0068805509058536525 -0.0093001213142811703 0.031302374935642412 -0.040115927400937716 -0.022877032971463374 0.030811051655183042 0.046062275854070175 leaf_weight=6.7990232035517684 21.190626576542854 14.206346139311789 39.867633685469627 30.426224321126938 36.461785852909088 14.294321313500406 10.852261185646055 141.9343733638525 195.28075990080833 98.03908109664917 6.1630125492811194 205.39915446937084 20.166541509330273 144.2642485499382 88.791857033967972 34.516728848218918 5.4683816432952872 117.30555111169815 115.07254632562399 12.654610157012938 24.104773834347725 20.01471258699894 leaf_count=56 114 62 250 122 286 84 63 736 1086 556 50 1468 133 1097 383 161 48 523 1071 122 97 81 internal_value=0.000285875 0.015705 -0.0208073 0.0301735 -0.0157834 0.00575741 0.0297108 0.00436477 0.00716747 -0.00351416 -0.0356827 -0.0136191 -0.00547115 -0.0149841 0.0256986 0.0165812 -0.036777 0.0277395 -0.0377802 -0.0386378 0.0448611 0.0387081 internal_weight=1403.27 810.958 592.317 329.366 452.322 481.591 25.1466 456.445 337.215 119.23 42.6248 409.698 60.0342 349.663 254.82 48.7231 139.995 206.097 134.526 127.727 74.5457 44.1195 internal_count=8649 4068 4581 1429 3284 2639 147 2492 1822 670 336 2948 383 2565 1129 223 1297 906 1249 1193 300 178 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=30 num_cat=0 split_feature=0 0 0 0 7 7 0 7 7 7 7 7 7 7 1 1 4 7 1 0 7 0 7 7 4 1 6 0 1 split_gain=162.368 43.5589 26.0873 4.21956 4.30298 4.45324 4.00303 5.79125 6.07703 3.35403 4.25376 3.2104 6.42384 5.9663 4.49676 3.22194 3.18542 2.91482 2.79106 2.73424 1.95984 3.1873 2.29164 1.82025 0.766265 2.01584 1.5277 0.765673 2.13506 threshold=564.50000000000011 622.50000000000011 519.50000000000011 660.50000000000011 0.32035000000000008 0.48285000000000006 609.50000000000011 0.45725000000000005 0.61225000000000007 0.37345000000000006 0.23800000000000002 0.25675000000000003 0.11405000000000001 0.38055000000000005 8.1500000000000004 7.5500000000000007 4.5000000000000009 0.25435000000000008 5.5500000000000007 543.50000000000011 0.47715000000000007 511.50000000000006 0.51305000000000012 0.047200000000000013 3.5000000000000004 0.55000000000000016 1.5000000000000002 460.50000000000006 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 2 2 2 2 2 2 left_child=2 6 20 4 17 -6 7 18 -9 10 -8 12 23 19 -15 -14 -11 -3 -2 -13 27 22 -22 -4 25 -5 -26 -1 -29 right_child=1 3 11 24 5 -7 9 8 -10 16 -12 13 15 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 28 -30 leaf_value=-0.045818305752628796 0.004761277353974358 0.027280592902957299 -0.0030898873085327392 0.049186394673511921 0.010120303408387989 0.028681597905844611 0.025529312022540131 -0.010356110459554781 0.0072464240408260817 0.029624283494833398 -0.0088283186399054064 -0.016612995813077104 0.0089289988919579438 -0.014014794735650411 0.0054022202064356942 -0.011952852797697013 0.0061960047967752974 0.059232184751039779 0.015611540244721406 -0.037357430173749477 -0.0021848699273352696 -0.00044686977442076565 -0.036117435916111218 -0.030497763736086921 0.06172337862123578 0.022151950902919448 0.036001181065961556 -0.036136782695236638 -0.015609869851381976 leaf_weight=28.937172345817089 144.74232421815395 19.902180045843124 8.9587114676833135 13.181391716003416 49.949767455458641 105.66968797147274 12.725998714566229 104.08577845990658 90.731514245271683 43.935593754053116 25.063584074378014 36.576455816626549 59.200201593339443 132.55444987863302 37.375415913760662 25.559663660824299 23.255529806017876 15.712520524859427 103.31291851401329 34.246447935700417 6.4623001292347899 12.043232865631579 30.104438692331314 23.301537059247494 15.832991778850554 22.35642845928669 22.846330046653748 128.74327367544174 17.465508937835693 leaf_count=295 776 87 66 53 219 452 63 582 488 198 122 274 407 912 274 191 114 68 600 241 58 94 271 171 64 90 92 1153 165 internal_value=7.31177e-05 0.0144949 -0.0200783 0.031085 0.0267914 0.0228585 0.00640543 0.00428918 -0.00213747 0.0151612 0.0029729 -0.0116292 -0.00471826 -0.0149343 -0.00970823 0.00250774 0.0217986 0.0427463 0.00934493 -0.0270941 -0.0334539 -0.0232926 -0.0304715 -0.0233586 0.0415784 0.0333879 0.0479465 -0.0360974 -0.0338414 internal_weight=1394.83 813.305 581.529 265.451 191.234 155.619 547.853 442.873 194.817 104.981 37.7896 357.773 117.02 240.753 169.93 84.7599 67.1911 35.6147 248.055 70.8229 223.756 48.61 36.5667 32.2602 74.2171 35.5378 38.6793 175.146 146.209 internal_count=8640 4068 4572 1125 826 671 2943 2446 1070 497 185 2536 835 1701 1186 598 312 155 1376 515 2036 423 329 237 299 143 156 1613 1318 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=29 num_cat=0 split_feature=0 0 0 0 7 0 0 0 1 0 1 1 7 7 7 7 0 0 0 0 0 1 7 7 7 6 0 0 split_gain=155.22 30.0543 27.0648 6.36896 6.00882 5.70605 5.67819 5.13383 3.52754 4.16564 4.61323 3.79554 3.30818 5.96111 3.24462 2.75006 2.44012 2.42273 2.99942 2.25636 2.38916 1.94719 1.08708 2.27408 0.762924 0.752747 0.621124 0.534483 threshold=579.50000000000011 622.50000000000011 520.50000000000011 564.50000000000011 0.44345000000000007 492.50000000000006 661.50000000000011 573.50000000000011 6.4500000000000011 610.50000000000011 5.4500000000000011 5.9500000000000011 0.11050000000000001 0.13060000000000002 0.61225000000000007 0.47715000000000007 538.50000000000011 604.50000000000011 598.50000000000011 625.50000000000011 630.50000000000011 8.9500000000000011 0.56535000000000013 0.67075000000000007 0.53775000000000006 1.5000000000000002 475.50000000000006 466.50000000000006 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 8 5 12 7 25 19 -5 9 11 -11 -2 16 -14 -6 21 -4 18 -10 -3 -21 -7 -8 -24 -17 27 -27 -1 right_child=1 6 3 4 14 15 22 -9 17 10 -12 -13 13 -15 -16 24 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 leaf_value=-0.048591371253293693 0.0048129955012462906 0.041191678690149516 -0.011973392552641104 0.016332244852106333 -0.021522259068784175 -0.031454624301882297 0.049010999858008331 -0.0070774975283921515 0.017586694637681154 0.010080599163380706 0.041046910639576849 -0.017088236110866142 0.026785315797210753 -0.012815075757409403 0.00052610564040699752 0.0036734984801931325 -0.041828378196625202 0.0013995486917175676 0.049625186025931439 0.0110755101870488 0.026273123854991334 -0.014081310099953193 0.015280157536952452 0.043878919632415719 -0.013520714394913992 -0.0097685684613918536 -0.034504317505440217 -0.035844408029341086 leaf_weight=34.037069350481033 213.82799318432808 22.166235730051994 14.131993219256403 56.568566083908081 39.727615252137184 67.970782525837421 40.577413931488991 38.370176523923874 42.904946267604828 69.59009200334549 14.110666066408156 20.737775355577469 8.8153246790170652 310.10756388306618 27.452449113130569 7.9720802009105709 16.285133227705956 16.027267187833786 8.9120562076568586 35.693676948547363 142.16560424864292 25.958675421774387 13.935713142156599 19.406579628586769 21.478269673883915 6.743543326854704 6.2697850614786148 52.530824363231659 leaf_count=355 1120 97 109 327 238 591 163 221 247 324 67 113 63 2200 157 68 118 80 47 157 605 237 56 78 174 67 60 511 internal_value=-7.36795e-06 0.0175714 -0.0158154 -0.0094313 -0.00119545 -0.0303302 0.0302186 0.00684376 0.00853038 0.0062623 0.0157831 0.00279118 -0.0132247 -0.0116246 -0.0125635 -0.0227129 -0.0289393 0.0188521 0.0240269 0.0255294 0.0233301 -0.0269049 0.0423305 0.0328644 -0.00873433 -0.0393986 -0.0236548 -0.0414111 internal_weight=1394.48 660.056 734.42 511.459 162.119 222.961 273.945 94.9387 386.111 318.267 83.7008 234.566 349.34 318.923 67.1801 123.38 30.4171 67.8443 51.817 200.026 177.859 93.9295 73.9197 33.3423 29.4503 99.5812 13.0133 86.5679 internal_count=8650 3154 5496 3433 943 2063 1156 548 1998 1624 391 1233 2490 2263 395 1070 227 374 294 859 762 828 297 134 242 993 127 866 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=31 num_cat=0 split_feature=2 1 1 4 2 3 1 3 5 2 5 5 3 1 2 1 6 3 1 1 1 1 5 6 6 5 4 1 6 3 split_gain=59.9948 18.6347 18.0616 8.47795 6.25825 6.68663 6.22726 5.94246 4.27745 4.15009 4.12217 4.02907 3.58246 5.16685 3.00275 2.78061 2.1644 2.00362 1.68137 2.1628 1.66017 1.96863 1.52701 1.43957 1.36725 2.05361 1.26135 1.19469 0.780463 0.0730013 threshold=4.5000000000000009 5.9500000000000011 3.3500000000000001 4.5000000000000009 3.5000000000000004 5.5000000000000009 3.9500000000000006 1.5000000000000002 3.5000000000000004 5.5000000000000009 4.5000000000000009 6.5000000000000009 2.5000000000000004 3.7500000000000004 3.5000000000000004 4.6500000000000012 1.5000000000000002 6.5000000000000009 1.1500000000000001 2.6500000000000008 1.5500000000000003 1.9500000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 5.5000000000000009 0.65000000000000002 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 2 2 2 2 2 2 2 2 2 left_child=1 11 9 6 24 10 8 -8 -4 20 -6 14 22 -14 23 -16 29 -7 27 -20 28 -22 -5 -1 26 -26 -3 -11 -2 -13 right_child=2 4 3 12 5 17 7 -9 -10 18 -12 16 13 -15 15 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0012840066999988569 0.028300295942928561 -0.022957618996900089 0.014482459852483032 -0.0064664546401621299 0.0042083115675617573 -0.039566653080203427 0.026695340647930461 0.0078520863946902539 -0.019654149321938 0.025986651563272886 -0.013859714169418239 -0.018055245666725294 -0.039963668247887364 -0.0045840704097795211 0.0029697535229976386 -0.010347517275232219 0.0024244739470608498 -0.019812965347016452 0.013934743340250409 0.029752668099956588 -0.01150067862002277 0.010477036997834699 0.0082680567967616039 0.018349897297927627 -0.031201669965767009 -0.0049071505892884825 -0.035515712652615994 0.046318969088415922 0.011222375631556642 -0.033158683802976673 leaf_weight=12.594233818352221 17.464870572090149 45.886628776788712 12.787999004125593 21.459760054945946 45.534440547227859 23.349724739789963 58.252918943762779 151.83156955987215 26.32757779955864 37.889829486608505 96.686353035271168 8.4043161496520096 10.017435640096663 186.69975371658802 96.550387613475323 64.24211161583662 7.562461979687213 41.222302474081516 63.536563917994499 37.198481723666191 10.806955382227896 71.296164698898792 77.60597512871027 29.603810258209705 13.587848782539369 17.147439770400524 67.662591002881527 13.268532499670981 15.932111322879789 10.891891226172445 leaf_count=89 78 390 56 108 303 194 271 835 127 156 753 55 60 1248 537 421 50 363 274 167 51 351 442 189 106 150 660 56 69 84 internal_value=-0.000510634 -0.0127712 0.00825563 0.00300992 -0.0200021 -0.0142597 0.0097898 0.0132024 -0.00828646 0.0188774 -0.00805102 -0.00166615 -0.00269909 -0.00660401 0.000753606 -0.00235112 -0.0195041 -0.0275268 0.0243459 0.02006 0.0114956 0.00742044 0.00499355 0.0124802 -0.0280431 -0.0173062 -0.0307292 0.0321429 0.0208617 -0.0280405 internal_weight=1393.3 580.927 812.376 544.983 351.077 206.793 249.2 210.084 39.1156 267.394 142.221 229.849 295.783 196.717 202.991 160.792 26.8587 64.572 151.893 100.735 115.5 82.1031 99.0657 42.198 144.285 30.7353 113.549 51.1584 33.397 19.2962 internal_count=8693 4344 4349 3147 2919 1613 1289 1106 183 1202 1056 1425 1858 1308 1236 958 189 557 653 441 549 402 550 278 1306 256 1050 212 147 139 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=26 num_cat=0 split_feature=0 0 0 0 7 7 7 3 0 0 6 0 2 0 0 7 7 4 6 7 7 7 2 7 0 split_gain=131.149 30.9203 18.6505 8.82418 5.18329 9.04946 5.95675 3.85517 4.13601 3.74625 5.84372 3.58306 3.2634 3.23368 4.95448 3.16924 2.9377 2.91686 2.90384 2.5203 3.24902 2.27066 0.923128 1.22579 0.463716 threshold=564.50000000000011 614.50000000000011 517.50000000000011 672.50000000000011 0.25675000000000003 0.38055000000000005 0.52765000000000006 5.5000000000000009 579.50000000000011 600.50000000000011 1.5000000000000002 544.50000000000011 5.5000000000000009 665.50000000000011 646.50000000000011 0.11405000000000001 0.68060000000000009 6.5000000000000009 1.0000000180025095e-35 0.098350000000000007 0.18295000000000003 0.6453000000000001 4.5000000000000009 0.061150000000000003 468.50000000000006 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 7 17 13 12 11 -7 8 18 10 -9 -6 15 14 -3 -4 -10 19 -2 24 -21 -5 23 -19 -1 right_child=1 3 4 21 5 6 -8 9 16 -11 -12 -13 -14 -15 -16 -17 -18 22 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.021418033072868031 -0.015922932214148353 0.018380316242334757 -0.014025482413794883 0.052988187817301163 -0.019295470245594446 0 -0.018195383868324474 0.025317570770499315 0.0086811669105005245 0.044875055046712811 -0.010155287332382064 -0.043044529805627813 -0.033730207439484114 -0.0013790856283824792 0.03460184845511001 0.0047334124090427062 -0.0049350033634406988 -0.020180534342379836 0.00048640960141033569 -0.0032285544419469259 -0.02639392828324957 0.026015469725250567 -0.018629335702208479 -0.047434694467307276 -0.044975134571110499 leaf_weight=6.5859896242618587 35.91185387969017 200.71063224971294 30.304352477192879 31.566881015896797 38.220842011272907 85.632999762892723 93.561529964208603 27.034969940781593 252.83289150893688 9.2854944318532926 18.833699896931648 32.506814830005169 6.9560589194297782 14.451503425836561 65.191715806722641 79.017490766942501 45.767433375120163 7.73377501964569 97.791922345757484 18.848147846758366 97.18893026560545 15.85720571875572 7.0869322642683974 40.582836844027042 21.086600780487061 leaf_count=71 214 880 234 127 296 621 655 159 1331 48 111 238 48 58 269 567 231 84 560 182 910 64 65 423 201 internal_value=0.00010518 0.0129359 -0.0183793 0.0247911 -0.0116083 -0.0156579 -0.00954437 0.00491956 0.00329578 0.0172725 0.0107398 -0.0307283 -0.00280242 0.0212421 0.0224909 -0.000501287 0.00656798 -0.030687 -0.00396939 -0.0264426 -0.0227336 0.0447961 -0.0409438 -0.0436713 -0.0404855 internal_weight=1380.55 815.236 565.313 327.778 366.2 249.922 179.195 487.458 432.304 55.1542 45.8687 70.7277 116.278 280.354 265.902 109.322 298.6 199.113 133.704 143.71 116.037 47.4241 55.4035 48.3166 27.6726 internal_count=8647 4052 4595 1398 2659 1810 1276 2654 2336 318 270 534 849 1207 1149 801 1562 1936 774 1364 1092 191 572 507 272 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=25 num_cat=0 split_feature=0 0 0 0 7 1 1 0 1 1 1 7 0 2 2 6 7 7 1 7 0 0 0 3 split_gain=120.373 34.8703 9.8093 9.41963 5.95566 6.19463 4.97481 4.28812 7.04461 3.59907 5.04267 3.37789 2.93152 2.7013 2.67066 2.37018 2.69948 1.87155 1.21955 2.63726 2.47461 0.86852 0.65865 0.63937 threshold=600.50000000000011 519.50000000000011 564.50000000000011 661.50000000000011 0.44345000000000007 1.8500000000000003 5.5500000000000007 610.50000000000011 2.6500000000000008 10.15 9.2500000000000018 0.24045000000000002 456.50000000000006 5.5000000000000009 4.5000000000000009 1.5000000000000002 0.46275000000000005 0.54375000000000007 8.7500000000000018 0.098350000000000007 507.50000000000006 683.50000000000011 623.50000000000011 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 left_child=1 12 9 7 6 -6 -4 8 -2 10 -3 22 23 -10 -13 17 -17 -5 19 -14 -20 -18 -9 -1 right_child=3 2 4 15 5 -7 -8 11 13 -11 -12 14 18 -15 -16 16 21 -19 20 -21 -22 -23 -24 -25 leaf_value=-0.052091998125692554 -0.019998471802358659 -0.012143230709170977 -0.0011616149286250081 0.061742444458957969 0.030839467699552071 -0.0096343999973406355 0.014709286811047734 0.048147888036894876 0.0059645520108007992 -0.035556021691297887 0.013327492573371666 0.032218466953093092 -0.048141248403596876 0.026691755773366077 0.016017488191872858 0.0073956749858001452 0.045577971456253169 0.032495850285963426 -0.025182672347959241 -0.026033082354327022 -0.0015623436246225279 0.023078842243936963 0.026989345979758661 -0.026313388907517589 leaf_weight=17.732998080551628 17.918419420719147 320.11788145452738 112.30649991333485 14.891623914241789 9.0612723678350431 152.22943748533726 86.20577909052372 10.739702522754671 40.652512103319168 14.556274399161337 19.694973073899746 29.991104990243912 18.129307225346565 26.40874083340168 231.8910349458456 13.188044607639311 14.193367898464205 17.596584111452103 55.81065795570612 94.178780198097229 14.520337849855421 13.576352164149283 18.372674182057381 7.9907396435737601 leaf_count=205 86 2319 608 60 45 863 500 51 207 114 150 136 178 129 1005 53 57 71 573 875 134 55 78 93 internal_value=-0.000800962 -0.0111394 -0.00586095 0.0203874 -2.73643e-05 -0.00715376 0.00574459 0.0170797 0.00699801 -0.0117532 -0.0106175 0.0199727 -0.0290931 0.0144726 0.0180074 0.0367961 0.0272612 0.0474943 -0.0265118 -0.0300394 -0.0204665 0.0359367 0.0363006 -0.0455556 internal_weight=1371.96 922.535 714.172 449.42 359.803 161.291 198.512 375.974 84.9797 354.369 339.813 290.995 208.363 67.0613 261.882 73.446 40.9578 32.4882 182.639 112.308 70.331 27.7697 29.1124 25.7237 internal_count=8645 6657 4599 1988 2016 908 1108 1692 422 2583 2469 1270 2058 336 1141 296 165 131 1760 1053 707 112 129 298 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=23 num_cat=0 split_feature=0 0 0 1 3 6 1 0 3 2 0 6 2 0 6 0 0 5 6 1 1 1 split_gain=107.144 28.0303 18.3176 5.92286 3.87589 3.8748 3.69278 3.52578 2.71587 2.63132 2.43314 2.32843 2.32307 1.36978 1.27646 2.65472 1.03757 0.802823 0.758958 0.272477 0.115948 2.22909 threshold=579.50000000000011 516.50000000000011 622.50000000000011 1.6500000000000001 8.5000000000000018 1.0000000180025095e-35 8.6500000000000004 667.50000000000011 1.0000000180025095e-35 6.5000000000000009 492.50000000000006 3.5000000000000004 6.5000000000000009 495.50000000000006 1.5000000000000002 683.50000000000011 500.50000000000006 3.5000000000000004 1.0000000180025095e-35 0.95000000000000007 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 6 -3 5 -5 9 8 17 11 20 -2 -10 -12 15 -9 -15 -4 -6 -16 21 -1 right_child=2 3 7 4 18 -7 -8 14 12 -11 13 -13 -14 16 19 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.037721677086874274 0.0036325058947139915 0.03219206124163794 -0.0015650747566177501 -0.014710598940404905 -0.013799815249055512 -0.0051779422567559824 0.033746575003777889 0.059518539713205046 0.02006074538859004 0.025053875191791621 -0.0057599609128677221 0.021392863037891591 0.037290137133386518 -0.038912484641814196 0.033083311250601162 0.024660543668358764 -0.022907327253441054 0.013011115409273487 -0.038751671851801457 0.019389564627479011 -0.049628418131518214 -0.0093730516253805341 leaf_weight=77.161885514855385 344.1485497802496 7.7922402620315543 14.305736705660818 158.55227125436068 7.0728473067283657 335.75541204214096 11.113868847489355 13.140591263771059 150.89155270159245 15.691641896963118 10.07131142914295 18.735121235251427 24.799515664577484 16.586229510605335 13.029572144150732 14.040139019489287 65.122998438775539 23.064339086413383 11.986060321331022 19.94380185008049 9.4456981644034368 9.0022618100047094 leaf_count=838 1764 44 59 1136 57 2289 61 53 638 76 100 93 103 162 53 57 604 96 95 80 108 103 internal_value=-0.000984937 -0.0144962 0.0134492 -0.00848861 -0.0091772 -0.00826922 0.00644486 0.0233613 0.020103 0.00554339 -0.0310438 0.00461946 0.0227183 -0.0244965 0.0343029 0.0432042 -0.0266479 0.00740549 -0.0308908 0.0257624 -0.0369585 -0.0349587 internal_weight=1371.45 708.549 662.904 521.159 513.367 494.308 389.689 273.215 213.061 378.575 187.39 362.884 175.691 91.7805 60.1541 27.1807 81.7092 37.3701 19.0589 32.9734 95.6098 86.1641 internal_count=8669 5536 3133 3621 3577 3425 1994 1139 896 1933 1915 1857 741 866 243 110 766 155 152 133 1049 941 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=29 num_cat=0 split_feature=0 0 0 0 7 7 7 7 0 0 7 1 1 1 1 1 1 7 0 7 7 6 5 0 0 7 1 7 split_gain=95.2396 23.6227 15.2779 3.6576 5.51299 4.89915 4.11877 4.96987 3.01093 3.75694 3.492 3.27086 3.09583 6.38435 3.00144 4.13653 2.94058 2.71892 4.1029 2.03536 2.91561 1.93432 1.62101 1.55802 2.85335 1.2489 1.18914 0.555627 threshold=579.50000000000011 516.50000000000011 614.50000000000011 536.50000000000011 0.10625000000000001 0.12645000000000003 0.6412500000000001 0.25925000000000004 643.50000000000011 625.50000000000011 0.48285000000000006 2.4500000000000006 3.9500000000000006 3.2500000000000004 5.4500000000000011 6.0500000000000007 6.2500000000000009 0.48285000000000006 491.50000000000006 0.18295000000000003 0.27735000000000004 1.5000000000000002 6.5000000000000009 460.50000000000006 481.50000000000006 0.50710000000000011 5.4500000000000011 0.59810000000000008 decision_type=2 2 2 2 2 2 2 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 14 6 26 -6 7 -3 9 11 -11 -4 13 -10 19 25 -17 23 22 -2 -21 -20 -19 -1 -25 -16 -5 -14 right_child=2 3 8 4 5 -7 -8 -9 12 10 -12 -13 27 -15 15 16 -18 18 21 20 -22 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.044543711377079735 -0.015430898660149843 -0.0052066607968599393 0.044598099180707951 -0.041472872561991059 0.031468242832416726 -0.0045235938784817555 0.012560080409958613 -0.02629902252042475 0.026157637584333648 0.000288929800473721 0.018286951279292217 0.018902638990309906 0.030990620788588743 -0.010517993905268775 0.034485517076859908 -0.018462666240718722 0.009545947481761248 -0.045944221217335754 0.0058992814432098778 0.017716017011149866 0.0007976619349415329 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0.00554919 0.0121293 0.00594832 -0.0283845 -0.0159011 0.00201547 0.00337857 -0.00208035 -0.0345843 -0.0316329 -0.0286977 0.0273409 -0.0274709 0.0399934 internal_weight=1370.75 709.795 660.959 524.905 395.925 370.934 128.98 117.477 335.161 190.214 108.958 81.2561 144.946 111.346 325.798 112.488 81.2096 184.89 39.7121 213.31 198.865 23.619 16.0931 145.178 121.227 31.2783 24.9912 33.6002 internal_count=8704 5590 3114 3658 2633 2456 1025 940 1415 824 464 360 591 452 1699 609 443 1932 390 1090 1016 213 177 1542 1249 166 177 139 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=25 num_cat=0 split_feature=0 0 0 0 3 3 3 7 0 7 1 0 2 7 7 0 0 7 7 7 0 1 1 7 split_gain=93.151 27.8346 9.14228 8.10097 5.01234 4.05864 3.72688 4.08035 3.3965 5.98977 4.8919 3.24593 2.83694 5.12287 4.28656 2.22831 2.13792 1.6112 5.48221 3.58442 1.46712 1.73311 3.96123 0.682782 threshold=547.50000000000011 614.50000000000011 498.50000000000006 671.50000000000011 8.5000000000000018 4.5000000000000009 1.5000000000000002 0.48545000000000005 525.50000000000011 0.52115000000000011 5.4500000000000011 622.50000000000011 5.5000000000000009 0.57045000000000012 0.25675000000000003 680.50000000000011 696.50000000000011 0.42965000000000003 0.49950000000000006 0.19615000000000002 456.50000000000006 9.0500000000000025 9.4500000000000011 0.11900000000000001 decision_type=2 2 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 20 6 12 8 11 -8 9 -4 -10 -3 14 -14 -2 -5 -17 19 -19 -7 -1 23 -23 -22 right_child=1 3 5 15 -6 17 7 -9 10 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 21 22 -24 -25 leaf_value=-0.045782278897620196 0.0091814121184577071 -0.009143899304853249 -0.028435445084627666 0.055025351356574492 -0.033789859222477618 -0.013326679493201099 0.012806331765903728 0.029223626377672337 -0.023972707911416612 0.011643959253391158 0.0031651242109373545 0.013063926292721562 0.0021888974561305643 0.022832702517628315 -0.0019728961590707605 0.015620618441194004 0.042695984612579951 0.010862203347016585 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internal_weight=1361.53 966.553 394.98 335.351 631.202 286.212 286.432 159.549 139.587 51.9233 87.6639 126.883 622.518 140.471 482.047 48.9194 33.3964 146.625 49.4964 97.1285 108.768 86.2422 38.8395 47.4026 internal_count=8667 5076 3591 1412 3664 2358 1213 684 1097 459 638 529 3603 749 2854 199 136 1261 407 854 1233 945 433 512 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=26 num_cat=0 split_feature=0 0 0 3 0 0 7 7 7 1 0 0 7 1 3 1 7 7 0 3 1 0 1 0 3 split_gain=81.1882 16.8298 15.0492 6.11907 4.90045 5.90774 4.33338 4.19625 4.05632 4.02294 4.00235 3.8127 5.26998 5.98061 4.35694 3.33785 3.89293 1.9021 1.50832 1.66735 1.26321 1.21969 0.733232 0.499701 0.00760264 threshold=565.50000000000011 622.50000000000011 508.50000000000006 7.5000000000000009 625.50000000000011 672.50000000000011 0.098350000000000007 0.23085000000000003 0.20205000000000004 9.0500000000000025 682.50000000000011 599.50000000000011 0.46275000000000005 2.2500000000000004 1.5000000000000002 4.5500000000000007 0.35195000000000004 0.50155000000000005 456.50000000000006 4.5000000000000009 9.0500000000000025 534.50000000000011 10.750000000000002 546.50000000000011 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=2 11 18 6 -3 7 21 -6 -8 23 -7 12 14 -14 -2 17 -17 -13 24 22 -21 -4 -20 -5 -1 right_child=1 4 3 9 5 10 8 -9 -10 -11 -12 15 13 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 leaf_value=-0.047475478461917624 0.022998590007115505 0.042119360142866782 -0.037171608807309298 -0.041707921933759301 0.037745566022356292 0.053545959074850838 0.0049247891671503506 0.01146720946553415 -0.0092122630748863992 0.0059619741227532131 0.021674505939629815 -0.0011722471520067982 0.027187565035616142 -0.0090830975511846067 0.0032514578915405728 0.0012377483615910942 0.025082903651598557 0.012010384557832834 -0.038486193660959407 -0.027148127450405613 -0.0131568538678275 -0.014076608817225373 -0.012726794243054746 -0.020868618132488592 -0.026783871172639518 leaf_weight=14.676334187388422 32.671541824936867 22.322457611560822 14.362136363983156 21.913455955684189 16.074287921190262 16.129105091094971 60.640045091509819 188.22927083075047 282.44202893972397 6.0951947793364516 31.755203798413277 63.587488517165184 11.416180133819578 130.74775078892708 172.79980362951756 25.258426770567894 56.020085453987122 46.053270041942596 33.528606913983822 46.636080898344517 32.321747213602066 13.723102070391176 5.0569336488842955 8.533702611923216 6.547908902168273 leaf_count=196 171 94 129 196 67 66 448 782 2126 53 130 301 56 747 969 126 267 210 347 513 365 106 55 67 86 internal_value=-0.000309271 0.00969999 -0.015201 -0.0102963 0.0197593 0.0176018 -0.00830504 0.0137329 -0.00669194 -0.0296286 0.033388 0.00453621 0.00139225 -0.00596597 0.0065118 0.0101978 0.0178386 0.00437827 -0.0293988 -0.0265945 -0.0217194 -0.0269307 -0.0356433 -0.0368754 -0.0428093 internal_weight=1359.54 813.065 546.477 407.71 274.51 252.188 371.167 204.304 343.082 36.5424 47.8843 538.555 347.635 142.164 205.471 190.919 81.2785 109.641 138.768 117.543 78.9578 28.0852 38.5855 30.4472 21.2242 internal_count=8673 3986 4687 3125 1139 1045 2809 849 2574 316 196 2847 1943 803 1140 904 393 511 1562 1280 878 235 402 263 282 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=27 num_cat=0 split_feature=0 0 0 7 7 1 7 1 0 0 7 7 0 7 1 7 7 7 1 1 0 1 7 7 0 4 split_gain=72.0915 15.7188 12.6147 3.7173 7.15562 13.2795 5.57639 4.0265 3.55446 3.48378 3.11093 3.03162 2.72464 4.54503 4.11221 3.65165 3.51326 2.41437 2.09239 1.82072 1.43869 3.11977 0.775219 1.83065 0.745927 0.482515 threshold=564.50000000000011 605.50000000000011 500.50000000000006 0.46010000000000006 0.38515000000000005 7.1500000000000012 0.50155000000000005 6.2500000000000009 584.50000000000011 672.50000000000011 0.28475000000000006 0.48545000000000005 535.50000000000011 0.6412500000000001 8.4500000000000011 0.43655000000000005 0.26485000000000009 0.71110000000000018 3.6500000000000008 4.6500000000000012 680.50000000000011 0.35000000000000003 0.52765000000000006 0.46945000000000009 456.50000000000006 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 22 4 8 -6 25 -8 -2 10 18 -12 13 19 16 -16 -14 -15 -3 -4 -11 -22 23 24 -1 -5 right_child=1 9 12 6 5 -7 7 -9 -10 20 11 -13 14 17 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.038096364110784001 -0.0036803869750674824 0.035638030029516071 -0.032328650427821133 -0.029733182323702728 0.011415807131710934 0.075305694400588694 -0.0032025372782413736 0.015462703213691587 0.010411110470553011 0.044903921414848558 0.0069937732740111671 0.017362946357674495 0.0014257582643386188 0.030136684725798973 0.024476511361060573 -0.0088670399567612902 -0.012745750746549839 -0.0071692466873284101 0.015539085762236183 -0.014348942970295101 0.041527137457574734 0.0099303096460877146 -0.040317957261264893 0.0020113891423646025 -0.02424352258565594 -0.013633245268992936 leaf_weight=18.088252507150173 99.75939217209816 29.728911593556404 16.184579752385616 13.283111900091173 47.163626238703728 9.0496941357851011 105.69162932038307 38.543483808636665 79.196361109614372 13.327886849641798 118.58267755806446 189.07233190536499 62.938560307025909 7.4558086246252042 18.781609989702705 13.058348581194876 136.68379775434732 7.9422836750745773 29.286748424172401 147.61935167014599 13.142407938838003 20.691086187958717 16.06700025498867 5.095846362411975 69.999493725597858 14.144943118095396 leaf_count=249 572 126 125 73 255 52 569 227 410 55 520 804 449 59 145 97 995 62 137 1333 55 84 181 58 804 83 internal_value=0.0012238 0.0104516 -0.0133244 0.00344341 0.00751887 0.0229252 -0.002122 0.00182301 0.00255118 0.0173043 0.01555 0.0134181 -0.00924675 -0.0138864 -0.00558884 0.0107957 -0.00826788 0.0113257 0.0261723 -0.0163411 0.0302332 0.0231872 -0.0283837 -0.0258666 -0.0275399 -0.0223778 internal_weight=1340.58 820.664 519.915 406.832 235.169 56.2133 171.663 144.235 178.956 413.832 366.671 307.655 410.664 179.202 231.462 31.84 199.622 15.3981 59.0157 163.804 47.1614 33.8335 109.251 93.1836 88.0877 27.4281 internal_count=8579 4022 4557 2241 1289 307 952 796 982 1781 1587 1324 3265 1579 1686 242 1444 121 263 1458 194 139 1292 1111 1053 156 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=25 num_cat=0 split_feature=0 0 0 4 7 7 5 6 0 7 6 7 2 0 7 7 0 4 0 7 4 0 0 7 split_gain=64.2547 19.7872 18.6022 4.59011 4.06094 7.6714 6.22063 3.12763 3.21319 2.7202 4.07579 2.61944 2.42612 2.94807 2.55472 1.8984 1.70337 1.5263 1.40137 1.30188 1.0287 0.931306 2.4684 0.146368 threshold=564.50000000000011 622.50000000000011 500.50000000000006 4.5000000000000009 0.18045000000000003 0.10625000000000001 3.5000000000000004 3.5000000000000004 661.50000000000011 0.43375000000000002 1.0000000180025095e-35 0.28245000000000003 3.5000000000000004 587.50000000000011 0.10625000000000001 0.25435000000000008 590.50000000000011 3.5000000000000004 581.50000000000011 0.52450000000000008 6.5000000000000009 481.50000000000006 456.50000000000006 0.18295000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 20 4 5 -4 -6 8 15 11 -11 -5 18 14 -14 -3 -15 -10 -2 -9 21 22 -1 -23 right_child=1 7 3 9 6 -7 -8 19 17 10 -12 -13 13 16 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 leaf_value=-0.039985204495004478 0.0067212160636677719 -6.221042849280404e-05 -0.012781027367183232 -0.010370593768095869 0.035858323823059111 0.05063431889468141 -0.0084661424058345962 0.048486153610580424 0.018832768868482772 -0.018154691416189923 0.0015610762223165456 -0.022553068722066735 -0.026287396296529621 0.017053662137715031 -0.00029214297154037073 0.016308946740612437 0.004743852541564203 0.035908759514842285 0.031764983199297742 0.02158255718247035 -0.040189151963364277 -0.02256197791845661 -0.010525497659334039 -0.036963443578591791 leaf_weight=10.122846178710459 13.284269884228708 19.144952088594437 8.0215665996074694 123.59798082709312 7.818616420030593 9.4021837189793569 75.172234587371349 13.048415571451189 32.281899884343147 38.775506757199764 75.330340377986431 73.55900713801384 8.9104816615581495 31.044886291027069 215.0926538258791 164.19875808060169 277.72817797958851 32.317001864314079 10.666895344853399 12.211247503757475 34.142933584749699 11.502269327640532 24.939761191606522 26.321457728743553 leaf_count=139 79 80 66 1024 53 68 559 54 133 313 579 621 54 163 1234 682 1352 132 56 50 441 132 291 291 internal_value=0.000420911 0.00904902 -0.0133653 -0.00847855 0.000766541 0.0220586 -0.00385356 0.0200488 0.0181613 -0.01147 -0.00519482 -0.015032 0.0036159 0.00288525 -0.00146065 0.0145813 0.00604871 0.0278688 0.0189012 0.0369878 -0.0318628 -0.0274036 -0.0200423 -0.0334067 internal_weight=1348.64 829.93 518.707 411.677 100.415 17.4238 82.9909 273.202 247.943 311.263 114.106 197.157 556.727 532.776 224.003 183.344 308.773 64.5989 23.9512 25.2597 107.029 72.8863 35.0626 37.8237 internal_count=8646 4069 4577 3283 746 134 612 1131 1027 2537 892 1645 2938 2803 1288 762 1515 265 135 104 1294 853 430 423 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=22 num_cat=0 split_feature=0 0 0 5 0 2 0 7 0 3 7 0 0 7 7 0 0 3 7 7 7 split_gain=68.507 18.7682 10.7166 6.42469 4.50866 5.8638 6.06493 3.80746 4.45318 4.10666 3.73305 3.1204 2.68459 2.11687 2.25636 1.52399 1.77912 1.10747 1.02332 0.452884 1.7633 threshold=550.50000000000011 622.50000000000011 492.50000000000006 5.5000000000000009 579.50000000000011 3.5000000000000004 557.50000000000011 0.64915000000000012 536.50000000000011 7.5000000000000009 0.77640000000000009 536.50000000000011 501.50000000000006 0.12645000000000003 0.15775000000000003 625.50000000000011 667.50000000000011 9.5000000000000018 0.71110000000000018 0.11050000000000001 0.22810000000000002 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 17 15 5 6 -2 9 18 11 -7 -4 -11 -6 -15 -3 -17 19 -9 -1 -21 right_child=1 3 7 -5 13 10 -8 8 -10 12 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 leaf_value=-0.045796660958853659 0.051537822690694748 0.034636307593031185 -0.01641047558301259 -0.0064661189611524067 0.027762543348150349 -0.0055793071525174452 0.0024540841638742792 0.034562190584789737 -0.016109600522288152 0.00068456032746348815 0.023370632698190702 -0.0045824321642282282 -0.037213020831599296 -0.016391710212602308 0.0066042060898309808 0.016934654084380964 0.027773230199874367 -0.012081697124850382 0.0069050187868942492 -0.014348261855234481 -0.037151143707868338 leaf_weight=17.113777611404657 8.8514907434582728 20.754077807068825 162.55801872164011 22.41980616748333 10.708201840519903 233.44461303204298 18.37356198579073 7.572282478213312 12.975455127656458 5.2353628426790229 10.658693261444567 88.183029294013977 27.595305398106575 9.9283755868673307 377.36091873049736 175.9842694401741 55.458743408322334 7.4595302417874327 7.3975440338253975 14.074466828256844 39.120688293129206 leaf_count=224 62 86 1489 95 57 1502 118 59 94 59 66 658 266 51 1897 725 229 98 58 179 492 internal_value=0.000498116 0.00777999 -0.0171209 0.0187661 0.00324378 -0.00170859 0.0198501 -0.0128744 0.00446094 -0.01461 -0.00420462 -0.0123053 -0.0311803 0.00662833 0.00596112 0.0210456 0.0196616 -0.0336883 0.0224963 -0.035709 -0.0315863 internal_weight=1333.23 943.943 389.285 274.617 669.326 271.328 27.2251 311.517 27.9453 283.572 244.103 250.741 32.8307 397.997 387.289 252.197 231.443 77.7685 14.9698 70.3089 53.1952 internal_count=8564 4888 3676 1135 3753 1748 180 2683 211 2472 1568 2147 325 2005 1948 1040 954 993 117 895 671 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=23 num_cat=0 split_feature=0 0 0 7 7 7 7 5 6 5 7 2 0 0 0 0 0 5 0 7 0 7 split_gain=57.0707 13.7898 12.9452 3.34059 3.72059 3.60153 2.98021 4.48391 4.98905 3.98208 3.21992 2.63866 5.60404 2.38052 2.33741 2.17888 1.97029 3.105 1.96499 1.56013 2.273 1.4113 threshold=564.50000000000011 517.50000000000011 643.50000000000011 0.77120000000000011 0.25675000000000003 0.38055000000000005 0.19925000000000001 4.5000000000000009 1.5000000000000002 5.5000000000000009 0.15775000000000003 5.5000000000000009 653.50000000000011 560.50000000000011 640.50000000000011 456.50000000000006 481.50000000000006 5.5000000000000009 492.50000000000006 0.41135000000000005 652.50000000000011 0.31120000000000009 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 15 6 4 13 -6 9 14 -9 10 -2 12 -4 -3 -8 -1 17 -17 -18 21 -21 -13 right_child=2 3 11 -5 5 -7 7 8 -10 -11 -12 19 -14 -15 -16 16 18 -19 -20 20 -22 -23 leaf_value=-0.040862798140790017 -0.0025845323072728964 0.0018576318307460657 0.03097334542281854 0.016851515350240927 -0.021408696150871855 -0.0072843790847977458 0.0094861884419746231 -0.0057729556342577398 0.0075932770738416496 0.035642147401075734 0.022115552880354963 0.025538565178808773 -0.0048121379541942073 -0.022717448260136094 -0.010342634769733104 -0.034411773341307919 -0.03843545693339534 -0.0017060402959566006 -0.0212183003580553 0.01220513709186262 0.0349692164244308 0.002072810289476102 leaf_weight=18.907186415046453 29.524780780076981 103.4454412534833 18.642547085881233 13.268685340881346 65.499666698276997 152.38005841523409 314.9135827422142 160.96494035422802 121.70326286554337 17.458966627717018 22.161606028676033 13.534102335572245 23.742380157113075 9.872328653931616 14.561303943395613 9.2550504058599454 24.049028880894184 26.467734284698963 88.059747479856014 16.058857560157776 59.510081768035889 12.7011721432209 leaf_count=285 161 794 76 93 539 1156 1537 861 624 95 112 55 97 68 60 115 303 330 921 65 245 52 internal_value=0.00052911 -0.0125812 0.00865957 -0.00681245 -0.00782342 -0.0116317 0.00575099 0.00461161 0 0.0155571 0.00812998 0.0222338 0.0111636 -0.000419623 0.00856607 -0.0243574 -0.0219525 -0.0110219 -0.025263 0.0266407 0.0304196 0.014855 internal_weight=1336.68 511.205 825.478 344.466 331.197 217.88 681.288 612.143 282.668 69.1454 51.6864 144.189 42.3849 113.318 329.475 166.739 147.832 35.7228 112.109 101.804 75.5689 26.2353 internal_count=8644 4604 4040 2650 2557 1695 3450 3082 1485 368 273 590 173 862 1597 1954 1669 445 1224 417 310 107 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=26 num_cat=0 split_feature=2 1 2 3 4 7 7 5 7 7 7 7 5 7 7 1 1 3 7 7 7 5 1 3 5 split_gain=23.9073 12.4522 9.60827 6.71019 4.77519 4.43544 3.48666 3.63217 3.19463 3.25817 3.87401 3.55542 2.79066 2.53817 4.55858 2.48922 1.31064 1.25016 1.19194 1.16049 3.31338 2.26171 0.940522 0.659882 0.562229 threshold=4.5000000000000009 5.9500000000000011 6.5000000000000009 2.5000000000000004 6.5000000000000009 0.16800000000000001 0.6453000000000001 4.5000000000000009 0.10625000000000001 0.45515000000000005 0.50405000000000011 0.43175000000000002 4.5000000000000009 0.10625000000000001 0.16130000000000003 6.1500000000000012 5.0500000000000007 4.5000000000000009 0.47195000000000004 0.75675000000000014 0.51305000000000012 3.5000000000000004 9.0500000000000025 1.5000000000000002 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 5 6 16 7 -3 -1 11 -11 -10 -7 15 -15 -5 -2 -8 24 20 23 -22 -20 -4 -6 right_child=2 4 19 13 18 12 17 -9 9 10 -12 -13 -14 14 -16 -17 -18 -19 22 -21 21 -23 -24 -25 -26 leaf_value=-0.025893267248162818 -0.00077573473869643663 -0.0031586161383458343 0.018658407663992824 -0.040382305756749087 -0.02624997803514368 0.013416704662106496 0.014982087319234477 -0.017578385438216951 0.004672502818207352 -0.027947458066753823 -0.00041786616114371781 0.037287788279000499 0.0038769447269228156 0.020648726078106711 -0.001722283914756877 -0.0026767175969956876 -0.027340698184943925 -0.0062908975662319833 -0.023097300985124209 0.036589911388421333 0.020374510802340987 -0.0062512906627589697 0.0025930784048435697 0.035590275918743322 -0.043517695876798532 leaf_weight=9.8045289739966375 9.472712919116022 60.159781008958817 16.902194052934647 6.9671822637319591 26.404976721853018 200.87542083859444 13.919289253652098 173.14094119146466 116.8230954259634 14.707028470933436 70.849443711340427 8.1250431910157186 128.1601430773735 23.361780606210232 346.78266698122025 10.753646761178969 9.0711825489997846 11.669027753174303 8.049995079636572 11.963442951440809 13.382133811712267 16.731776461005211 5.043675683438777 19.150450006127357 13.2478787638247 leaf_count=80 47 451 70 51 308 906 94 1688 753 95 426 49 648 151 2070 91 58 99 76 51 56 73 62 89 181 internal_value=-0.000246479 -0.00848348 0.00513684 0.0033426 -0.0148999 0.00837907 -0.0119877 -0.0139107 0.00059655 0.00197058 -0.00547614 0.0071123 0.0097391 -0.00116785 -0.000245028 -0.0191335 -0.0147605 0.00522119 -0.0286116 0.0217073 0.0184373 0.00569464 -0.0133648 0.028505 -0.0330706 internal_weight=1345.52 531.945 813.575 735.445 311.636 347.579 258.889 233.301 220.309 210.505 85.5565 124.948 329.036 387.865 370.144 17.7208 18.5439 25.5883 52.7465 78.13 66.1666 30.1139 13.0937 36.0526 39.6529 internal_count=8723 4362 4361 4022 2959 1659 2332 2139 1403 1323 521 802 1554 2363 2221 142 105 193 627 339 288 129 138 159 489 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=25 num_cat=0 split_feature=2 1 2 7 1 7 3 7 7 1 3 6 3 1 7 7 7 7 7 7 7 1 4 1 split_gain=18.473 9.43485 8.33539 6.71588 6.04825 5.99554 5.57981 5.17187 4.41835 4.34279 4.00481 3.77486 3.38073 2.65214 2.37365 2.10733 5.32519 1.8421 1.27814 2.86934 1.28745 1.09729 0.766713 0.0943535 threshold=4.5000000000000009 5.9500000000000011 6.5000000000000009 0.10625000000000001 1.4500000000000002 0.61225000000000007 1.0000000180025095e-35 0.61570000000000014 0.44155000000000005 3.3500000000000001 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 8.6500000000000004 0.65645000000000009 0.53255000000000008 0.48285000000000006 0.32035000000000008 0.51305000000000012 0.70025000000000015 0.43885000000000007 7.4500000000000011 3.5000000000000004 3.3500000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 -1 6 8 -2 15 -6 -7 12 -9 -5 -13 -8 16 -3 -12 20 22 23 -17 -20 -4 right_child=2 7 18 10 5 9 14 11 -10 -11 17 13 -14 -15 -16 21 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=-0.03605634112520293 0.043462900463748212 -0.015269471678099734 0.023409048461095573 -3.8226060933447656e-05 0.0031226171930365128 0.024945809904588861 0.015743057607246334 -0.017509899166347327 -0.0065825906799306059 0.005768234817705652 0.0034079121924220769 0.0046320784117046092 0.013435903189103702 0.039746479515076615 -0.0085076316515017049 -0.014026476063525129 0.010853986583498523 -0.026469362490984451 -0.0060145153315712997 0.029166787794668123 0.041767808239864271 -0.036308591272200819 0.010402732463556413 0.012638274203338776 leaf_weight=10.371915929019449 15.565614894032477 218.25282019376755 14.873063132166864 106.95668837428093 335.04949917644262 40.236758530139923 37.504402250051498 11.395278386771677 179.06831365078688 111.09367776662111 7.0709114521741894 17.978186741471294 80.432281263172626 7.1466744169592848 12.657077074050902 12.45529641211033 20.48091196641326 14.234409660100935 11.545164778828623 17.474624142050743 11.682982891798018 16.167542211711407 14.998955115675924 11.086404442787169 leaf_count=86 65 2181 62 598 1975 180 162 96 980 587 61 130 546 64 53 101 179 111 48 75 51 161 67 52 internal_value=0.000766979 -0.00655203 0.00548411 0.00133696 0.00376861 0.00231722 0.0181332 -0.0122414 -0.000254237 0.0110304 0.0033823 0.00518841 0.0057593 0.0159507 0.00947955 -0.0146513 -0.0129716 -0.0166212 0.0205525 0.0139903 0.0275362 -0.0275821 0.00312153 0.0196341 internal_weight=1335.78 522.943 812.837 219.066 731.175 665.448 65.7271 303.877 514.118 151.33 208.694 36.5201 187.389 25.1249 50.1615 267.357 238.734 21.3053 81.6612 44.0187 37.6425 28.6228 26.5441 25.9595 internal_count=8671 4314 4357 1402 4002 3722 280 2912 2955 767 1316 290 1144 194 215 2622 2360 172 355 190 165 262 115 114 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=21 num_cat=0 split_feature=0 0 0 2 2 0 7 7 6 1 0 0 7 6 7 1 0 2 7 0 split_gain=55.5754 13.2251 10.2274 3.93592 3.52903 3.3299 3.7251 2.87339 11.7136 3.76048 2.83585 3.47145 2.82767 3.76637 2.84239 2.60806 1.41947 2.35782 1.49813 1.3138 threshold=553.50000000000011 609.50000000000011 516.50000000000011 5.5000000000000009 6.5000000000000009 672.50000000000011 0.19615000000000002 0.61225000000000007 1.0000000180025095e-35 9.2500000000000018 680.50000000000011 701.50000000000011 0.27955000000000008 1.0000000180025095e-35 0.22810000000000002 2.9500000000000006 458.50000000000006 2.5000000000000004 0.29415000000000008 468.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 16 12 7 6 -3 9 -9 -2 -7 -12 14 -14 -4 -8 -1 18 -18 -19 right_child=1 5 3 -5 -6 10 15 8 -10 -11 11 -13 13 -15 -16 -17 17 19 -20 -21 leaf_value=-0.039157789326303719 -0.0020429350847439424 0.036052793447469166 -0.0054774040554735615 -0.034789625835896232 0.025436004264760594 0.045703652215243556 0.015806579863023026 -0.020053569239131652 0.017797390957229955 0.025816140313712006 0.0035491004711257442 0.036072675619548744 -0.023466399727751174 -0.0063176629379642401 0.015702661750279352 0.0065858516993205539 -0.017748306526284133 -0.0050433304147109032 0.013137750282810954 -0.027189817098417775 leaf_weight=20.232098784297705 407.03712172061205 14.287985920906065 71.212832801043987 13.627163849771021 13.77628283202648 12.877210468053816 134.36583356559277 26.569887481629848 77.868687354028225 11.468938447535036 20.392425864934921 13.488319292664526 48.092720866203308 98.919723883271217 19.264316089451313 189.85929344594479 7.3478121981024724 8.25833762437105 6.3306539282202721 112.58152056485415 leaf_count=319 2364 62 568 102 69 55 553 150 425 74 85 58 401 786 159 821 92 106 77 1305 internal_value=-0.000362833 0.00641994 -0.0157612 -0.00943808 0.00132957 0.0134766 0.0116573 0.000637641 0.00802156 -0.00120783 0.0260228 0.0173034 -0.00782266 -0.012082 -0.000790746 0.0104593 -0.0258632 -0.0235526 -0.00319183 -0.0257712 internal_weight=1327.86 921.992 405.867 251.117 536.721 385.271 338.513 522.945 104.439 418.506 46.758 33.8807 237.49 147.012 90.4771 324.225 154.75 134.518 13.6785 120.84 internal_count=8631 4716 3915 2016 3082 1634 1436 3013 575 2438 198 143 1914 1187 727 1374 1899 1580 169 1411 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=21 num_cat=0 split_feature=0 0 0 7 7 1 7 1 1 0 1 7 1 7 0 0 5 0 1 0 split_gain=47.2946 10.7442 6.15178 3.85934 3.7104 4.48243 7.15855 4.24132 3.33582 3.24992 3.18121 2.60449 2.41324 2.63208 1.96617 1.58915 2.19518 4.02723 0.859541 0.404171 threshold=579.50000000000011 506.50000000000006 643.50000000000011 0.10625000000000001 0.13060000000000002 3.3500000000000001 0.40075000000000005 8.6500000000000004 3.9500000000000006 701.50000000000011 2.1500000000000008 0.12645000000000003 6.0500000000000007 0.047200000000000013 535.50000000000011 456.50000000000006 5.5000000000000009 477.50000000000006 4.9500000000000011 477.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 4 12 -2 6 -6 -7 9 10 -4 -5 -3 -14 -13 -1 19 -18 -10 -17 right_child=2 3 8 11 5 7 -8 -9 18 -11 -12 14 13 -15 -16 16 17 -19 -20 -21 leaf_value=-0.038765166387606922 0.033099748561426882 -0.037019756295902546 0.017746792775733312 0.015708547119857398 0.024685126245354974 0.0013083665243107381 0.0039836898729158484 0.030783982285673302 0.041399796484837395 0.036738670717415566 -0.00020199970934213713 -0.011584941123556984 0.010015145233922463 -0.022584874304125729 -0.0043192807357117944 -0.046206841044838881 0.0029670343651877211 -0.023515339888438479 0.021127286582539827 -0.026299642261597641 leaf_weight=16.607534911483526 11.870245784521101 15.200569674372671 59.227494537830353 12.809528090059755 69.05270129442215 331.67677615582943 106.36603331565857 11.706127300858496 15.990143761038782 12.894947752356527 40.872129932045937 128.35911532491446 8.6827273145318049 16.250482320785522 357.24451944977045 6.1976316794753066 20.696686558425426 42.317014489322901 15.891522362828253 27.153344348073006 leaf_count=277 61 120 244 94 309 1634 472 61 65 56 166 1152 82 142 2423 83 269 529 65 331 internal_value=-0.000279131 -0.00988663 0.00898016 -0.00690656 0.00645019 0.00576832 0.0122548 0.0024142 0.0181053 0.0137802 0.0104391 -0.00566475 -0.0216943 -0.011091 -0.00626994 -0.0238637 -0.0208725 -0.0148287 0.0323968 -0.031382 internal_weight=1327.07 651.519 675.548 538.547 530.672 518.802 175.419 343.383 144.876 112.995 100.1 498.413 40.1338 24.9332 485.604 112.972 96.3647 63.0137 31.8817 33.351 internal_count=8635 5502 3133 4013 2537 2476 781 1695 596 466 410 3669 344 224 3575 1489 1212 798 130 414 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=24 num_cat=0 split_feature=0 0 2 5 0 2 1 7 0 7 7 0 2 2 7 7 4 2 5 0 0 7 7 split_gain=41.6199 10.5447 6.79081 6.57334 6.5039 5.2346 3.93924 3.44266 4.66094 4.44785 3.04321 2.85733 2.61058 2.40996 2.39339 2.34123 2.33237 2.18005 2.06231 2.58149 5.30181 1.45479 0.204782 threshold=547.50000000000011 588.50000000000011 3.5000000000000004 4.5000000000000009 554.50000000000011 6.5000000000000009 6.7500000000000009 0.27175000000000005 592.50000000000011 0.28965000000000007 0.43885000000000007 492.50000000000006 5.5000000000000009 4.5000000000000009 0.37045000000000006 0.63795000000000013 3.5000000000000004 4.5000000000000009 5.5000000000000009 481.50000000000006 462.50000000000006 0.51305000000000012 0.18295000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 4 14 -2 7 -6 8 -3 -9 -7 18 13 16 -4 -15 -13 -5 22 20 -20 -12 -1 right_child=1 5 3 17 6 10 -8 9 -10 -11 21 12 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.024092839509714321 0.057298676524819986 0.047240879996183621 -0.0027321487119367042 -0.015913639534306516 0.020012754863442853 0.0056607981821855989 -0.01895204954179602 -0.021657363836919765 0.011565128326747642 0.0061859110321137731 0.043932744560740922 0.012275316050535322 -0.035071920976357161 -0.0071917596605645109 0.010000437843881081 0.020160991192507898 -0.015841505835110826 -0.0052595851167090207 -0.031099830822929893 -0.036638483084036402 0.0052256789563078941 0.022060748898445073 -0.045409061787235867 leaf_weight=7.6240189932286766 7.5382214933633795 9.8617520779371244 66.451875753700733 82.318871393799782 17.615219362080101 22.610754504799843 8.9201236143708211 13.814566269516943 74.057629331946373 420.1450657248497 12.242734432220457 6.7736811116337767 12.212925985455511 68.583050325512886 79.776415035128593 7.7730341628193846 186.55629251897335 122.00097689032555 17.155348677188158 13.67619479447603 21.529571942985058 37.138675436377525 11.365043170750139 leaf_count=109 54 50 396 559 107 96 63 65 339 1901 52 55 99 579 478 56 1777 767 280 189 277 156 160 internal_value=-0.000650869 0.00467634 -0.00175189 -0.00385247 0.01921 0.00887216 0.00652017 0.00707389 0.0163234 0.00524031 0.0214655 -0.0153326 -0.012947 -0.0118008 0.00420103 -0.00411799 -0.0147726 -0.00963297 -0.0243796 -0.0184518 -0.0111351 0.0283469 -0.0387343 internal_weight=1327.74 974.493 384.622 350.548 34.0736 589.871 26.5353 517.879 83.9194 433.96 71.9922 353.249 281.899 269.686 146.228 76.3561 193.33 204.32 71.3502 52.3611 38.6849 49.3814 18.9891 internal_count=8664 5083 2424 2200 224 2659 170 2355 389 1966 304 3581 2566 2467 874 635 1832 1326 1015 746 557 208 269 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=20 num_cat=0 split_feature=0 0 7 0 7 3 7 7 7 4 3 7 0 2 6 0 2 0 0 split_gain=43.7337 11.6781 4.32065 3.61083 3.75147 6.74199 3.44087 5.86778 3.83763 2.50695 2.46152 1.91924 1.62797 2.94296 1.38945 1.33 1.16903 1.14398 0.686087 threshold=537.50000000000011 616.50000000000011 0.77120000000000011 672.50000000000011 0.55575000000000008 2.5000000000000004 0.10625000000000001 0.19925000000000001 0.33785000000000004 3.5000000000000004 1.5000000000000002 0.28475000000000006 511.50000000000006 4.5000000000000009 1.5000000000000002 682.50000000000011 2.5000000000000004 701.50000000000011 556.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 9 4 11 -6 14 10 -9 -1 -8 -3 16 -14 18 -5 -11 -17 -2 right_child=1 3 -4 15 5 -7 7 8 -10 12 -12 -13 13 -15 -16 17 -18 -19 -20 leaf_value=0.010164439875480675 0.0041817401002105991 0.014325806456027552 0.02379686250947171 0.037586282663354502 0.0091803308535033865 0.036695420605797412 -0.0081709564411915972 -0.0069248878390608384 0.0020697548442542668 -0.01126517378727388 0.017255471113351139 0.0017087479441411206 -0.020473288888442801 -0.0039574588314950495 -0.031211444040545766 0.0081680555701704998 -0.026111846550295126 0.028715004867997752 -0.014931955881448742 leaf_weight=6.3391799479722968 7.0433697551488939 39.842218533158302 5.0839485228061667 15.300598189234732 82.551530823111534 30.466605931520462 10.081948488950728 159.18916730582714 455.13895280659199 19.018868815153837 70.949370451271534 121.01684154570103 93.171411082148552 39.727131590247154 9.4721633046865445 17.220810487866405 109.40501878038049 12.970166489481924 9.9450008794665319 leaf_count=55 58 167 41 66 337 126 53 954 2683 277 427 505 868 334 67 72 1432 57 67 internal_value=-0.000415305 0.00425268 -0.0182037 0.0121983 0.00993282 0.0168983 0.000718198 0.00140843 -0.000260343 -0.0191057 0.0139699 0.00493388 -0.0198708 -0.01564 -0.0166292 0.0252231 -0.0240558 0.017793 -0.00693754 internal_weight=1313.93 1041.19 272.746 319.369 273.877 113.018 721.82 695.359 614.328 267.662 81.0313 160.859 261.322 132.899 26.4605 45.4916 128.424 30.191 16.9884 internal_count=8646 5639 3007 1330 1135 463 4309 4117 3637 2966 480 672 2911 1202 192 195 1709 129 125 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=26 num_cat=0 split_feature=5 7 7 7 3 4 4 6 2 7 7 7 7 7 7 4 7 5 6 6 4 2 7 3 7 split_gain=18.9764 8.22198 6.07666 5.96801 5.18109 4.92158 4.55557 4.50365 6.4181 3.85058 3.36904 4.81735 2.71125 2.4793 2.1844 2.32696 1.81298 1.6571 3.03957 2.65442 1.3412 1.33531 1.97759 1.05431 0.72498 threshold=4.5000000000000009 0.10625000000000001 0.38745000000000007 0.12645000000000003 3.5000000000000004 4.5000000000000009 5.5000000000000009 1.5000000000000002 6.5000000000000009 0.42755000000000004 0.67075000000000007 0.53775000000000006 0.48545000000000005 0.79585000000000006 0.31120000000000009 4.5000000000000009 0.15525000000000003 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 3.5000000000000004 0.012150000000000003 7.5000000000000009 0.061150000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 21 4 6 17 9 -3 8 -5 -4 11 -7 -11 -12 15 -6 -9 18 -1 -19 -16 23 -23 -2 -24 right_child=1 3 5 7 14 10 -8 16 -10 12 13 -13 -14 -15 20 -17 -18 19 -20 -21 -22 22 24 -25 -26 leaf_value=-0.020252908638955264 -0.041807872291937255 0.043762205525073775 0.037048820011944185 -0.0089059797508499305 0.0080356711723170628 -0.00069044556289443693 -0.0077883458107837079 -0.020304411120067558 0.025738598590343137 0.00042422499091384524 -0.019764156924885513 0.020117757830123248 0.015801665247771289 0.0068508574902809045 -0.035408637058060681 -0.011460803767107263 0.0018244536864760416 0.017656028011052202 0.0055455607872961958 -0.00029314665962406884 -0.0097752523126445161 0.0093228323834432577 -0.032231578122106114 -0.010885093223725811 -0.013703332180007896 leaf_weight=13.609611347317694 14.478937048465015 10.360035091638567 18.16218277066946 407.75940538197756 22.917060263454914 68.473232924938202 6.223430559039115 8.6386691182851774 12.804896391928194 35.480839557945728 22.115514740347862 45.271270286291838 166.0651768669486 13.071363799273966 10.145476758480074 41.003953482955694 221.88138951733708 50.402608543634415 51.2342669069767 33.414993979036808 12.757545482367275 5.1721241921186438 11.346594218164684 5.0072300955653182 16.796931803226471 leaf_count=71 186 76 89 3222 138 404 62 59 59 171 117 256 753 64 57 317 1400 273 243 167 96 63 112 76 145 internal_value=1.17674e-05 -0.0054612 0.00654524 -0.00393061 0.000244917 0.0105448 0.0247893 -0.00470668 -0.00778074 0.0152931 0.00345124 0.00765097 0.0131347 -0.00982284 -0.00937487 -0.00437777 0.000889466 0.00592175 -1.85108e-05 0.0105223 -0.0223457 -0.0242894 -0.0170268 -0.0350251 -0.0221946 internal_weight=1324.59 720.47 604.125 667.668 235.486 368.64 16.5835 651.084 420.564 219.708 148.931 113.745 201.546 35.1869 86.824 63.921 230.52 148.661 64.8439 83.8176 22.903 52.8018 33.3157 19.4862 28.1435 internal_count=8676 5460 3216 4878 1362 1854 138 4740 3281 1013 841 660 924 181 608 455 1459 754 314 440 153 582 320 262 257 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=27 num_cat=0 split_feature=1 7 1 1 6 4 1 6 7 7 3 7 1 6 1 4 3 7 7 3 7 1 7 1 6 4 split_gain=14.1693 7.61766 6.32604 6.01413 4.96913 7.54089 6.07191 4.77162 4.74892 6.41476 3.60674 4.22056 3.57014 3.44927 4.09966 3.44641 3.27912 2.9019 6.48672 2.77619 2.54139 2.43683 2.00734 1.36577 1.29917 0.328696 threshold=3.3500000000000001 0.61225000000000007 7.7500000000000009 4.1500000000000012 1.0000000180025095e-35 4.5000000000000009 1.8500000000000003 1.5000000000000002 0.10625000000000001 0.12235000000000001 2.5000000000000004 0.47715000000000007 5.8500000000000005 1.0000000180025095e-35 4.9500000000000011 4.5000000000000009 2.5000000000000004 0.7380000000000001 0.65280000000000016 1.5000000000000002 0.39245000000000008 1.4500000000000002 0.51055000000000017 2.3500000000000001 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 2 2 2 2 2 left_child=4 2 8 15 5 6 -1 10 12 -10 11 -6 -2 14 -5 24 -15 18 -9 -4 -21 -12 23 -7 -3 -8 right_child=1 3 19 13 7 22 25 17 9 -11 21 -13 -14 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=0.03503223325690441 -0.042014710005269476 -0.011005542543915718 0.01082973975960351 0.028669195294624517 0.044908401341061145 -0.023148590845807324 -0.010400948079920262 0.0055519285802005051 0.034718101232722863 -0.0019547640483931752 0.031313511372325138 0.016379062562033492 -0.0073112783283979634 0.0044921637019075993 -0.0097093690575377339 -0.030229725299955698 0.022196439564987722 -0.011375739425139897 0.042427297235524908 -0.017963036883783628 -0.0054882541495195379 0.0037398826887219587 -0.038418314300018241 0.0015902807764696617 0.011471943742002352 0.0011161584878506699 leaf_weight=15.649495974183081 11.407990895211695 11.616049826145174 11.107327762991188 7.7608992084860793 24.329325586557388 9.744363255798822 11.031088665127754 118.44074434041977 11.178205046802757 553.7250437065959 9.5779964551329595 32.136358365416527 20.889882534742355 45.005947791039944 32.592538606375456 13.890125043690203 66.535926416516304 18.232424378395081 12.412670299410818 128.05786780640483 63.377221617847681 36.945284977555275 9.9722900539636594 10.635067470371721 12.080055385828016 10.999248266220093 leaf_count=69 99 54 78 43 106 49 49 529 75 3586 44 137 205 228 225 73 433 78 53 1402 615 194 52 61 52 52 internal_value=0.000232764 -0.00272319 -0.00486221 0.00625684 0.00936316 -0.00253831 0.0121905 0.0125923 -0.00225328 -0.00116018 0.0208521 0.0293261 -0.0206128 0.0106984 -0.00169259 -0.011375 0.0152008 0.00675218 0.00938307 -0.0124813 -0.0139091 0.0100613 -0.0207884 -0.0105341 0.000251343 -0.00463483 internal_weight=1309.33 989.225 799.744 189.482 320.106 68.0316 37.6798 252.075 597.201 564.903 102.989 56.4657 32.2979 151.895 40.3534 37.5862 111.542 149.086 130.853 202.542 191.435 46.5233 30.3517 20.3794 23.6961 22.0303 internal_count=8641 7168 6060 1108 1473 332 170 1141 3965 3661 481 243 304 929 268 179 661 660 582 2095 2017 238 162 110 106 101 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=24 num_cat=0 split_feature=0 0 2 0 5 0 7 0 3 0 7 7 2 2 7 0 3 7 7 3 6 5 0 split_gain=30.2327 8.6345 6.26498 4.94043 4.74521 3.95466 4.46128 4.62758 5.86029 4.16137 4.61944 3.79704 6.77027 3.16389 3.006 5.79762 3.92156 2.68131 2.52869 1.34337 2.53786 1.64115 0.705226 threshold=546.50000000000011 622.50000000000011 3.5000000000000004 554.50000000000011 5.5000000000000009 492.50000000000006 0.64915000000000012 495.50000000000006 7.5000000000000009 537.50000000000011 0.71110000000000018 0.77640000000000009 4.5000000000000009 5.5000000000000009 0.61570000000000014 672.50000000000011 2.5000000000000004 0.36595000000000005 0.45725000000000005 4.5000000000000009 1.5000000000000002 7.5000000000000009 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=5 2 3 -2 14 19 7 -7 -9 10 -8 18 -13 -6 15 -3 -16 -5 -4 22 21 -21 -1 right_child=1 4 11 17 13 6 9 8 -10 -11 -12 12 -14 -15 16 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.016907848884309701 0.050172010079001232 0.0058103249706900895 0.0021244964553352296 0.024475609319627858 -0.026192580839771131 0.025187877031890848 0.0516685724611246 -0.010192840410124214 -0.034573129793196357 -0.016727804875026207 0 -0.016406635414499365 0.027548243222820786 0.0085324763222238906 0.015422678242951172 0.030352422112595402 0.041377821204121576 -0.0026643694209924689 -0.0043262606452935731 -0.026877815993130195 0.0077962203570236879 0 -0.0447096455884161 leaf_weight=6.0028617754578617 9.4138420745730382 144.98178999125957 366.4997737929225 16.037623018026352 11.958780184388162 7.1268818899989119 7.146963953971869 206.43739035353065 27.636111915111542 8.6530957818031293 9.2962614893913251 11.390981256961821 29.348144233226776 12.245366737246512 67.855554103851318 28.287697359919548 19.091386079788208 18.538139671087265 257.62287531793118 38.202098682522774 7.0532598420977584 6.4884187877178183 10.460235044360159 leaf_count=93 66 595 2094 99 51 91 56 1921 303 65 74 65 148 51 280 123 78 110 1436 584 101 105 147 internal_value=0.000249707 0.00463262 0.00166522 0.0197253 0.0119789 -0.012725 -0.0098743 -0.0119724 -0.0132274 0.00978489 0.0241827 0.000434964 0.0150397 -0.00878459 0.0139556 0.0099969 0.0215843 0.0101178 -0.000532884 -0.023479 -0.0186585 -0.0230224 -0.0364074 internal_weight=1327.78 993.272 708.851 43.9896 284.421 334.504 266.297 241.2 234.074 25.0963 16.4432 664.862 40.7391 24.2041 260.216 173.269 86.9469 34.5758 624.123 68.2069 51.7438 44.6905 16.4631 internal_count=8736 5196 4018 275 1178 3540 2510 2315 2224 195 130 3743 213 102 1076 718 358 209 3530 1030 790 689 240 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=23 num_cat=0 split_feature=0 0 0 1 1 1 0 2 5 1 6 0 0 1 0 5 1 5 7 0 0 1 split_gain=27.0838 9.03173 5.36688 3.52757 5.61778 4.50732 3.32057 2.5721 3.1916 2.3953 3.26776 2.63347 3.30015 2.27055 1.92496 1.76105 1.70933 6.371 2.72715 1.19944 1.24477 0.12475 threshold=564.50000000000011 492.50000000000006 609.50000000000011 6.4500000000000011 7.2500000000000009 9.2500000000000018 571.50000000000011 5.5000000000000009 4.5000000000000009 0.35000000000000003 1.5000000000000002 688.50000000000011 669.50000000000011 2.3500000000000001 591.50000000000011 7.5000000000000009 4.4500000000000011 5.5000000000000009 0.77120000000000011 477.50000000000006 473.50000000000006 9.1500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 3 7 6 -6 -5 14 -9 10 -4 12 -11 -3 -2 19 17 -15 -18 20 -1 -21 right_child=2 13 9 4 5 -7 -8 8 -10 11 -12 -13 -14 16 -16 -17 18 -19 -20 21 -22 -23 leaf_value=-0.026573087641188743 -0.0071118046261849496 -0.030423249844581432 0.03710041889603264 -0.0046065334296337612 -0.0066466022921191532 0.028959997608495082 0.028889741905377488 0.015388477403963451 -0.0032374181663102916 0.0076581606342821301 0.0077091372200475796 -0.014058338403272835 0.02778049108247084 -0.011568375119214686 0.0019142438959175376 -0.005553089267459654 -0.0082582150251956001 0.024282837693757456 0.016919397560194727 -0.02981434627989098 0 -0.048496798441409347 leaf_weight=26.969212576746941 152.11552755534649 9.1615524962544423 17.222112149000168 8.5751785486936551 51.098422840237617 9.7101213634014112 36.894316002726555 45.38343533873558 44.353353023529053 308.90555886924267 22.208720460534096 11.774738639593123 21.296857491135597 30.94161731004715 94.420143395662308 9.5339638292789441 342.6195081807673 19.210136562585831 10.071048401296137 13.84050387889147 5.610742859542369 9.810984402894972 leaf_count=435 854 62 74 51 301 56 204 222 231 1306 94 50 90 222 476 148 3086 144 73 204 79 146 internal_value=-0.000209313 -0.00967269 0.005277 0.00151101 0.00941046 -0.000503367 0.0225018 -0.000991269 0.00619311 0.00961826 0.0212701 0.0082021 0.00905103 -0.00687226 -0.00364097 -0.0267761 -0.00625027 0.00227259 -0.00747933 -0.0301272 -0.0222592 -0.0394199 internal_weight=1301.73 477.769 823.958 442.55 106.278 60.8085 45.4695 336.272 89.7368 381.408 39.4308 341.977 330.202 412.004 246.536 65.7654 402.842 50.1518 352.691 56.2314 32.58 23.6515 internal_count=8608 4599 4009 2395 612 357 255 1783 453 1614 168 1446 1396 3587 1330 1012 3525 366 3159 864 514 350 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=23 num_cat=0 split_feature=0 0 0 7 3 1 5 7 0 1 0 0 1 4 3 0 7 1 7 0 1 0 split_gain=29.733 9.88584 5.42138 3.88855 3.83358 4.06645 3.55581 3.53161 3.37536 3.49542 3.10922 2.12951 2.10621 1.77503 1.94077 2.95525 1.67736 5.08622 3.78805 1.47023 1.23953 0.56278 threshold=564.50000000000011 498.50000000000006 672.50000000000011 0.19405000000000003 7.5000000000000009 9.2500000000000018 5.5000000000000009 0.15295000000000003 588.50000000000011 5.5500000000000007 590.50000000000011 542.50000000000011 1.5500000000000003 6.5000000000000009 7.5000000000000009 481.50000000000006 0.25675000000000003 5.2500000000000009 0.38055000000000005 473.50000000000006 10.250000000000002 690.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 6 16 11 7 -2 9 -5 -10 -6 21 14 15 -1 17 -3 -18 -16 -15 -4 right_child=2 4 12 8 5 -7 -8 -9 10 -11 -12 -13 -14 20 19 -17 18 -19 -20 -21 -22 -23 leaf_value=-0.010180356968627343 -0.0023424893253823132 -0.018086205790283992 0.020798961979373629 -0.0074284247443834649 -0.038489965410130479 0.01531501848156322 0.036057183823407793 0.02297425548163224 0.02692069433536412 0.0052659649074935548 0.0052309392675592026 -0.0078603233334189858 0.0099569753956162948 -0.044866323254315027 -0.019876032302202348 -0.037991997902578165 -0.017185043148300428 0.0056065836714313229 -0.0032879235647369958 0.0095917137197088342 -0.017768361598335652 0.041749502929399079 leaf_weight=19.704255860298872 28.920402966439724 28.870819121599197 11.347103729844095 114.51291957497597 19.859955340623859 5.274861827492713 16.212397374212742 24.495457947254181 16.326786920428276 100.93197304010391 481.79403682053089 9.2570848539471609 20.13000276684761 17.142266962677244 6.6399535201489917 21.027841690927744 68.65645607560873 92.698352295905352 172.3341523706913 8.3589993529021722 9.0523762032389623 11.904618725180624 leaf_count=290 156 213 51 635 222 54 87 119 83 602 2155 81 85 280 105 295 627 836 1389 114 156 54 internal_value=0.000100433 -0.00979758 0.00584581 0.00486728 -0.00648145 -0.0222487 0.0160882 0.00938423 0.00374438 -0.00146138 0.00600439 -0.0295023 0.0228914 -0.0255329 -0.0196496 -0.0252242 -0.00491496 -8.09513e-05 -0.00732243 -0.00356793 -0.0366834 0.0330108 internal_weight=1305.45 478.877 826.576 783.194 396.952 34.3919 69.6283 53.4159 713.566 215.445 498.121 29.117 43.3817 81.9257 55.7311 40.7321 362.56 121.569 240.991 14.999 26.1946 23.2517 internal_count=8689 4662 4027 3837 3422 357 362 275 3475 1237 2238 303 190 1240 804 585 3065 1049 2016 219 436 105 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=24 num_cat=0 split_feature=0 0 0 3 0 0 5 0 0 7 7 7 0 4 3 0 7 7 0 0 4 7 7 split_gain=22.3348 5.69817 5.07351 4.35627 4.05336 4.2408 3.90484 3.13637 3.06221 2.47457 5.94214 2.45398 4.98341 4.74745 1.88094 1.83314 1.77494 3.10423 1.77386 1.81607 1.53504 1.35525 1.2481 threshold=564.50000000000011 519.50000000000011 643.50000000000011 4.5000000000000009 640.50000000000011 614.50000000000011 3.5000000000000004 530.50000000000011 577.50000000000011 0.6412500000000001 0.54125000000000012 0.47715000000000007 491.50000000000006 5.5000000000000009 2.5000000000000004 648.50000000000011 0.052450000000000004 0.11050000000000001 701.50000000000011 683.50000000000011 6.5000000000000009 0.43175000000000002 0.58855000000000013 decision_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 11 3 4 5 -2 21 9 -8 10 -3 14 22 -14 -1 -4 -9 -18 19 -17 -16 -5 -13 right_child=2 7 15 6 -6 -7 8 16 -10 -11 -12 12 13 -15 20 18 17 -19 -20 -21 -22 -23 -24 leaf_value=0.00069736495047525678 -0.0013658478853434519 0.0070138434206091149 0.025758395867224688 0.0053001285446809369 -0.022711006635960866 0.0082176975253367476 0.027225113381116287 0.016044112738406845 0.0086145382469514555 0.031132873972518058 -0.041875567252035298 -0.010673745789747764 -0.015919495974760972 0.02780217990106254 -0.018461917990865273 0.010591632030139792 -0.033051097025746178 -0.0072605095461846557 0.028264445279134239 -0.0079984094788782042 -0.033067557854082191 -0.017645931730354714 -0.045482454973704581 leaf_weight=8.8488667421042901 385.36980909854174 48.080870151519775 23.540236100554466 11.170666202902796 16.855390265583992 163.33557523787022 34.926420837640762 6.4805282801389685 64.656115502119064 6.7212040647864333 6.1123400926589957 6.16213610768318 10.325661182403566 12.702774476259945 78.190471291542053 89.071522951126099 11.549990795552729 231.82628351449966 11.555268973112105 14.315173551440237 28.377062048763037 12.469111502170561 5.8658579140901566 leaf_count=110 2023 447 95 58 69 684 213 56 338 49 54 96 103 134 1057 368 100 1778 53 61 455 64 86 internal_value=-0.000544231 -0.00935228 0.00436605 0.00259176 0.000718765 0.00148759 0.0110731 -0.00543159 0.0153973 0.00463213 0.000750314 -0.0173273 -0.00535424 0.00814319 -0.0208439 0.0130733 -0.00791372 -0.00863516 0.0102325 0.00791775 -0.0226689 -0.0068251 -0.0302213 internal_weight=1288.51 461.244 827.265 688.783 565.561 548.705 123.222 310.771 99.5825 60.9144 54.1932 150.473 35.0564 23.0284 115.416 138.482 249.857 243.376 114.942 103.387 106.568 23.6398 12.028 internal_count=8551 4525 4026 3449 2776 2707 673 2484 551 550 501 2041 419 237 1622 577 1934 1878 482 429 1512 122 182 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=22 num_cat=0 split_feature=0 0 0 7 6 7 3 7 1 1 1 3 1 0 1 1 3 7 0 0 0 split_gain=24.3154 12.7077 3.33009 3.61417 8.92925 5.8005 2.9221 3.44162 3.20307 5.04941 2.96745 2.02588 4.57151 1.69566 1.49641 2.14833 4.52095 1.66798 1.13535 1.06981 3.31979 threshold=609.50000000000011 519.50000000000011 672.50000000000011 0.48285000000000006 1.0000000180025095e-35 0.29180000000000006 8.5000000000000018 0.27955000000000008 9.2500000000000018 9.4500000000000011 8.8500000000000032 1.5000000000000002 6.0500000000000007 648.50000000000011 12.15 10.850000000000003 6.5000000000000009 0.6453000000000001 630.50000000000011 683.50000000000011 699.50000000000011 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 3 4 18 -6 8 -8 10 -10 -3 13 -13 -5 15 17 -17 -1 -2 -4 -21 right_child=2 6 19 11 5 -7 7 -9 9 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 leaf_value=-0.020488281251019001 -0.031013023456751616 -0.0023328094766992204 0.033377015509366559 0.011634197803204044 0.021885085387136557 0.0002151076972429496 0.0043427804461603362 -0.04181911883405684 0.043138042982264924 0.0016598302607513035 -0.023134307513577826 0.021785574696023682 -0.0085147030237822559 -0.0040592345109072741 -0.040368887319257897 -0.022982342097044521 0.031466647981799357 0.00073256205744100461 -0.010143655583700529 -0.00041748875156711332 0.033027377052954651 leaf_weight=120.95598454773426 15.195583373308184 688.27027967572212 15.893570512533186 51.974242433905602 48.183397755026817 84.314600542187691 6.1839180141687384 8.9892832562327367 8.6339771151542646 32.343317359685898 16.671538650989532 87.846043020486832 13.672119393944739 24.296673685312271 7.2228811457753173 7.3316073305904848 6.0114242769777775 9.4570626392960531 14.895399421453474 15.054803714156153 13.052424788475035 leaf_count=1655 70 4363 71 214 207 358 54 81 62 254 125 365 59 99 122 110 92 97 62 64 60 internal_value=-0.000727906 -0.00517613 0.0098001 0.008057 0.00260545 0.00823784 -0.00252904 -0.0235912 -0.0020629 0.0113379 -0.00286391 0.0129721 0.0176128 0.00658239 -0.0183829 -0.0169724 0.00168348 -0.0189175 -0.0215018 0.0226945 0.0155429 internal_weight=1296.45 912.071 384.379 340.378 162.589 132.498 761.092 15.1732 745.919 40.9773 704.942 177.789 101.518 76.2709 150.979 143.756 13.343 130.413 30.091 44.0008 28.1072 internal_count=8644 7015 1629 1434 697 565 4939 135 4804 316 4488 737 424 313 2076 1954 202 1752 132 195 124 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=22 num_cat=0 split_feature=5 7 2 6 7 5 7 7 7 3 7 7 7 7 7 4 5 5 6 7 5 split_gain=9.43265 7.04173 4.20054 3.68144 3.17937 2.92974 4.44531 2.64933 2.29713 2.23902 2.56398 2.23167 2.03735 1.10215 2.35051 5.09261 1.45019 0.818304 0.916002 0.323003 0.0333176 threshold=6.5000000000000009 0.77120000000000011 5.5000000000000009 1.5000000000000002 0.029700000000000001 3.5000000000000004 0.41135000000000005 0.39795000000000008 0.7259000000000001 4.5000000000000009 0.50710000000000011 0.30465000000000003 0.91920000000000013 0.066400000000000015 0.24960000000000002 4.5000000000000009 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 0.30465000000000003 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 4 13 20 6 -4 -7 -6 10 19 -11 17 -2 15 -15 -16 18 -3 -5 -1 right_child=3 12 5 9 8 7 -8 -9 -10 11 -12 -13 -14 14 16 -17 -18 -19 -20 -21 -22 leaf_value=-0.032597367416738667 -0.03608367541995585 0.0066691214340797791 -0.0020489134781179349 0.0039682074732880143 -0.00084586021295467563 0.0082226397589947337 0.019373749378675857 -0.0032789088242020526 -0.016004037340262442 0.006407799691251952 0.030721171653464954 -0.032264240275217369 -0.0019284702483151868 0.036971684908704207 -0.025426453141171021 -0.014428563906052334 -0.0060356654632916238 0.0044135977116621693 0.024130068301526031 -0.010125137910100404 -0.015552413307432417 leaf_weight=6.0460766442120057 7.8286389485001555 11.028126731514929 36.474397733807564 7.1665627546608466 743.89709451794624 85.49798247218132 67.826215833425522 117.31903544068336 24.933464251458645 6.0890254750847799 8.3251825608313066 7.0714616887271404 13.596977569162844 5.1886225342750576 46.962705101817846 20.613243583589792 13.916993115097283 10.02952393889427 47.077044606208801 6.7029525339603424 5.5835611745715141 leaf_count=79 122 61 165 56 5195 436 300 557 143 66 52 67 62 43 454 248 159 59 221 45 78 internal_value=-0.000182044 0.00123778 0.00016327 -0.0129161 -0.00178153 0.00511144 0.0118864 0.00156162 -0.00136409 0.000712393 0.0103857 -0.0148296 0.0153007 -0.0180208 -0.0159395 -0.0029119 -0.0212437 0.0187894 0.0210696 -0.00272953 -0.0266891 internal_weight=1299.17 1169.31 1087.58 129.865 780.46 307.118 104.301 202.817 768.831 35.3552 22.1947 13.1605 81.7317 94.5102 86.6816 25.8019 60.8797 68.1347 58.1052 13.8695 11.6296 internal_count=8668 7356 6953 1312 5495 1458 465 993 5338 286 153 133 403 1026 904 291 613 341 282 101 157 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=24 num_cat=0 split_feature=2 1 6 1 1 1 1 3 1 2 3 6 1 6 3 1 1 5 3 5 1 1 1 split_gain=5.51228 6.68472 5.32918 4.8305 3.57764 3.22378 4.20155 3.54024 2.76672 2.32829 2.01806 3.2786 2.80842 1.83132 4.94125 1.83213 1.64379 1.66306 1.34767 1.29517 1.13148 2.28816 0.996088 threshold=4.5000000000000009 4.6500000000000012 1.5000000000000002 7.5500000000000007 9.3500000000000032 8.6500000000000004 10.350000000000003 8.5000000000000018 4.3500000000000005 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 4.8500000000000005 3.5000000000000004 3.5000000000000004 9.4500000000000011 4.3500000000000005 2.5000000000000004 3.5000000000000004 3.5000000000000004 2.7500000000000004 1.9500000000000002 3.1500000000000008 decision_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 5 18 -5 7 -7 -3 20 10 11 -2 -13 15 -15 -12 17 -11 -4 -19 21 -1 -22 right_child=9 2 3 4 -6 6 -8 -9 -10 16 13 12 -14 14 -16 -17 -18 19 -20 -21 22 -23 -24 leaf_value=0.0066283527687460613 -0.011310145374916777 -0.012410068768968462 0.018211492299410822 -0.021118393764724692 0.010920351697769354 0.007145217037738601 -0.017488251635965287 -0.041436083734543612 0.024612399121566059 -0.0086411497082826243 0.0010572300091995553 0.0084612271368918728 0.034845499078788658 -0.00091256482768383882 0.03688769527215368 -0.014619606568481222 0.022946101192390361 0.022920893611980755 0.0038361589666431137 0.0048023407888541378 0.018091138837611816 -0.017991814140213232 0.0035121929627341454 leaf_weight=21.336545184254646 12.845331519842146 180.75014058500528 29.5294957049191 27.574680041521788 11.568450354039667 46.475886017084122 26.18283374607563 10.610159724950789 16.988573987036943 13.0069263279438 600.90412621945143 38.245650738477707 13.660284519195555 24.905291572213173 12.009733684360979 18.209381718188524 20.759547859430313 14.478408351540564 38.907550264149904 32.056422829627991 14.996830277144907 15.226375527679918 51.761090897023678 leaf_count=106 61 1616 188 265 134 569 390 140 110 57 3337 164 65 115 64 159 96 62 317 138 84 83 321 internal_value=0.000431657 -0.00372548 -0.0070448 0.00228292 -0.0114889 -0.0108587 -0.00178057 -0.0142525 0.00645921 0.00299207 0.00207556 0.0104381 0.0160268 0.00122792 0.0119018 0.000565247 0.0110304 0.00648298 0.0102838 0.0109084 0.00321911 -0.00369746 0.00707973 internal_weight=1292.99 491.909 371.599 107.58 39.1431 264.019 72.6587 191.36 120.309 801.081 720.78 64.7513 51.9059 656.029 36.915 619.114 80.3013 59.5418 68.437 46.5348 103.321 36.5629 66.7579 internal_count=8641 4323 3619 904 399 2715 959 1756 704 4318 3965 290 229 3675 179 3496 353 257 505 200 594 189 405 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=27 num_cat=0 split_feature=0 0 0 3 7 7 0 0 5 3 0 6 0 5 0 7 7 7 0 7 7 0 3 3 5 7 split_gain=17.5976 4.42077 4.19238 3.2106 4.16431 3.3774 2.64218 2.56663 2.95466 2.45142 7.16568 3.37709 2.36333 5.60101 2.41877 2.16636 4.11653 3.91536 3.07884 2.40683 1.99021 2.51539 1.32102 0.923521 0.573526 0.310062 threshold=564.50000000000011 644.50000000000011 492.50000000000006 1.5000000000000002 0.59810000000000008 0.43375000000000002 481.50000000000006 464.50000000000006 5.5000000000000009 6.5000000000000009 575.50000000000011 1.5000000000000002 589.50000000000011 2.5000000000000004 591.50000000000011 0.68500000000000016 0.41365000000000002 0.52765000000000006 533.50000000000011 0.24960000000000002 0.64915000000000012 672.50000000000011 1.0000000180025095e-35 8.5000000000000018 4.5000000000000009 0.22810000000000002 decision_type=2 2 2 2 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 20 5 -5 7 23 -9 12 -11 -12 13 -2 -14 16 19 -18 -17 -4 21 -3 -22 -1 -20 -8 right_child=1 3 15 4 -6 -7 25 8 -10 10 11 -13 14 -15 -16 18 17 -19 24 -21 22 -23 -24 -25 -26 -27 leaf_value=-0.031340636219924806 0.032970671243693704 0.0033442734368110414 -0.0047810565151822507 0.026704949627057779 0.042237334082786931 -0.0071160187154142634 -0.021439045650985717 -0.02944135061298734 0.0099485180455881842 0.047764258467576322 0.0173122737359017 -0.022601040276218162 0.019224470843382409 -0.0040399729397584171 0.0028167405458412328 0.003114481682444931 0.0098772914081619728 -0.0070210428438336929 -0.041539885340486603 -0.01515584102770577 0.0060740291557874818 0.024076309360383893 -0.014943753469652194 -0.0052228441194002821 -0.020039294314978889 -0.043984836282907641 leaf_weight=15.45473847910762 9.6759184151887876 39.665170297026634 130.67129758000374 13.973372370004656 16.560241773724556 13.562855184078215 7.0816012434661415 5.575869511812928 16.180984314531088 10.250567406415941 9.7592275440692919 9.4017725586891157 22.986030772328377 232.44350502640009 406.36620523035526 10.326795347034929 68.718538463115692 66.255367338657379 7.4597705453634289 101.33624495565891 13.752029165625572 23.231441184878349 13.929550558328629 5.4537854008376589 14.377875842154024 10.438365466892717 leaf_count=292 53 161 1202 58 68 56 120 91 238 61 53 51 117 1324 1841 83 599 562 51 970 60 104 58 106 106 174 internal_value=-0.000545591 0.00377121 -0.00840016 0.0120423 0.0230158 0.0102058 -0.0206498 -0.0132161 -0.000776783 0.00215991 0.0160646 -0.00217371 0.00152044 -0.0024108 0.0037494 -0.00649362 -0.00535106 0.00155491 -0.0188245 -0.00937961 0.00645241 0.0113371 -0.0044802 -0.0253056 -0.0291002 -0.0367915 internal_weight=1294.89 835.558 459.331 134.675 44.0965 27.5362 60.1853 42.6654 21.7569 700.883 29.4116 19.161 671.472 242.119 429.352 399.146 366.981 134.974 32.1644 232.008 90.5782 62.8966 27.6816 20.9085 21.8376 17.52 internal_count=8659 4065 4594 565 182 114 1021 727 329 3500 165 104 3335 1377 1958 3573 3333 1161 240 2172 383 265 118 398 157 294 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=27 num_cat=0 split_feature=0 0 3 1 1 3 1 4 1 0 1 0 1 3 5 0 4 5 4 4 3 0 0 1 1 2 split_gain=16.9666 5.58958 3.95264 3.7875 6.97331 5.41816 5.10238 4.34798 4.15194 3.61903 3.03467 2.82841 2.74151 4.40671 3.85857 2.96544 2.63445 2.07823 11.603 2.15408 1.80689 1.32534 2.00124 1.48763 0.887521 0.414716 threshold=550.50000000000011 643.50000000000011 1.5000000000000002 5.4500000000000011 4.6500000000000012 4.5000000000000009 7.2500000000000009 4.5000000000000009 4.5500000000000007 492.50000000000006 2.4500000000000006 564.50000000000011 4.0500000000000007 4.5000000000000009 5.5000000000000009 511.50000000000006 4.5000000000000009 3.5000000000000004 3.5000000000000004 3.5000000000000004 4.5000000000000009 464.50000000000006 484.50000000000006 11.050000000000002 4.0500000000000007 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 3 17 4 8 6 -5 -6 -2 20 -4 -7 14 15 -11 -14 -15 19 -19 -3 25 23 -23 -22 -12 -1 right_child=1 2 10 5 7 11 -8 -9 -10 12 24 -13 13 16 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 leaf_value=-0.04645087499267643 0.00063498931869689231 -0.012177092582254282 0.03710544981150625 0.0068583005431800004 -0.022947590298537577 0.0029724829500420821 -0.0088980663422558205 -0.0030269384819304464 0.026528924806536798 -0.039216485573385279 0.00071886651961635903 0.023480804400136016 -0.016736830199300012 0.0012635954798259318 0.00023675263532012367 0.0036880764751958056 -0.016291056627747727 0.045730178151340783 -0.0056757103496605302 0.0093014951402722295 -0.036227486477881786 0 -0.027222590981879881 -0.002542723589911736 0.019674192047778372 -0.021012957246089994 leaf_weight=7.4178038947284204 370.87473496049643 23.137679502367973 21.997475296258926 156.09413242340088 51.444706253707409 25.880243711173534 75.228116989135742 59.478290498256683 15.186109520494936 14.322099804878237 12.34208305180073 52.375748082995415 20.139697153121233 26.237572841346264 9.9667599573731405 110.14630045741796 100.58902020007372 16.300521939992905 29.149782851338387 21.48648938536644 11.389669448137285 21.385996725410227 8.9040625877678377 5.1251969449222079 12.816678032279013 6.9255182929337025 leaf_count=129 1794 100 93 853 267 212 463 355 81 109 50 295 249 243 79 926 1078 69 121 91 219 331 155 105 52 112 internal_value=-0.000597183 0.00285918 0.0121537 0.0012585 -0.00143781 0.00559383 0.00169642 -0.012433 0.00173238 -0.0101153 0.0237717 0.0168846 -0.00764073 -0.00604182 -0.0234602 0.000389261 -0.0126388 0.00582233 0.0132407 -0.00174839 -0.0211166 -0.0155802 -0.00864133 -0.0268013 0.0109494 -0.0366643 internal_weight=1286.34 943.793 137.231 806.562 496.984 309.578 231.322 110.923 386.061 342.55 47.1562 78.256 281.401 257.113 24.2889 130.286 126.827 90.0745 45.4503 44.6242 61.1482 46.8049 30.2901 16.5149 25.1588 14.3433 internal_count=8631 4896 576 4320 2497 1823 1316 622 1875 3735 195 507 2684 2496 188 1175 1321 381 190 191 1051 810 486 324 102 241 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=22 num_cat=0 split_feature=0 0 1 2 5 7 1 0 6 1 2 1 7 1 7 7 7 1 7 7 6 split_gain=16.3088 7.34711 4.53474 7.45311 8.41733 5.18761 3.83019 2.97964 3.31875 6.79027 3.00712 1.83223 2.23266 3.76292 3.03021 1.39245 8.80153 1.13568 1.00504 1.64081 0.984639 threshold=507.50000000000006 600.50000000000011 9.2500000000000018 3.5000000000000004 5.5000000000000009 0.86205000000000009 9.0500000000000025 661.50000000000011 1.5000000000000002 2.6500000000000008 6.5000000000000009 8.7500000000000018 0.40295000000000009 9.3500000000000032 0.27485000000000004 0.11900000000000001 0.18295000000000003 10.15 0.67075000000000007 0.56535000000000013 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=11 2 5 -4 -5 6 -2 8 10 -10 -3 15 13 -13 -15 -1 -17 -14 19 -9 -18 right_child=1 7 3 4 -6 -7 -8 18 9 -11 -12 12 17 14 -16 16 20 -19 -20 -21 -22 leaf_value=-0.043802789513458104 -0.0017437173499445105 -0.0020020631773634869 0.049776007575441199 0.019372266573467439 -0.028815397388930242 -0.036323124541183686 -0.034985360923989163 0.017331259743481819 -0.0044313592266284792 0.015701388931372681 0.016800968547290882 0.024817704821373996 -0.041018228703082776 -0.023670338298532555 0.012188590019086551 0.034320786854196872 -0.040919114993432953 -0.010803883342880216 0.026678563428702784 -0.0026253325701067406 -0.020433765058771994 leaf_weight=10.083792667835949 664.48116592690349 180.76985704898834 9.7642158269882184 24.767028801143169 12.960085488855837 10.348872371017931 7.8045795485377303 35.856078371405602 60.244904071092606 131.31530365347862 23.073869809508324 7.2526722960174075 7.4523323252797109 19.458856809884313 7.3448266908526412 5.2086369656026354 14.982099451124666 7.3555110283195972 17.132150396704674 13.39684723317623 18.375318486243486 leaf_count=166 4569 796 95 194 114 62 65 156 249 567 95 114 115 342 124 77 230 119 76 59 258 internal_value=-0.000208143 0.0014028 -0.00171375 0.0130477 0.00237302 -0.00276561 -0.00218844 0.00633418 0.00464598 0.00935362 0.000173545 -0.0197638 -0.0123278 -0.00478498 -0.0135794 -0.0267332 -0.0211494 -0.027959 0.0160971 0.0118593 -0.0307032 internal_weight=1289.43 1191.91 730.126 47.4913 37.7271 682.635 672.286 461.789 395.404 191.56 203.844 97.514 48.8642 34.0564 26.8037 48.6498 38.5661 14.8078 66.3851 49.2529 33.3574 internal_count=8642 7097 5099 403 308 4696 4634 1998 1707 816 891 1545 814 580 466 731 565 234 291 215 488 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=23 num_cat=0 split_feature=0 0 0 1 4 3 6 1 3 2 1 1 1 0 1 6 4 2 0 0 6 1 split_gain=21.6539 4.87061 4.6862 5.5236 5.93514 5.29886 4.80502 4.34796 5.26688 4.09597 4.83359 2.86559 5.57471 4.90765 2.70999 2.66864 3.49264 3.04156 1.9005 0.945879 0.557779 0.454459 threshold=550.50000000000011 610.50000000000011 456.50000000000006 8.5500000000000025 4.5000000000000009 4.5000000000000009 1.5000000000000002 9.4500000000000011 2.5000000000000004 3.5000000000000004 5.1500000000000012 2.8500000000000001 3.3500000000000001 604.50000000000011 8.9500000000000011 3.5000000000000004 5.5000000000000009 5.5000000000000009 625.50000000000011 567.50000000000011 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=2 9 21 4 6 -6 -4 14 -9 10 -2 13 -13 -11 -5 16 18 -17 -3 -12 -18 -1 right_child=1 15 3 7 5 -7 -8 8 -10 11 19 12 -14 -15 -16 17 20 -19 -20 -21 -22 -23 leaf_value=-0.046418245260182275 0.036567776677132985 0.014721330191874937 -0.0069369982081872259 -6.9160339610153674e-05 -0.0083484124058350925 -0.025519951014072319 0.027353676605968137 -0.048037867321476906 -0.0012829991888590729 -0.0024085939581617016 0.0094025328232862082 0.020248395237051624 0.00027469574934484831 -0.035646794708729501 0.027021374244593607 0.040966068897136332 -0.017536034923018452 0.0083259255704784471 0.0063033991117159294 -0.010840607946493393 -0.0021256868460834393 -0.018637307120797648 leaf_weight=8.3843223303556424 16.705935351550579 101.73398341238499 37.215066473931074 16.142427872866392 91.386986598372459 92.583056423813105 12.916514061391352 5.9360225945711127 48.239887002855539 60.932377964258194 13.367188297212126 37.106906309723854 426.92854601889849 12.745244756340979 19.464650332927704 12.679232850670816 11.787962153553964 17.335864380002022 213.6747652888298 8.5708914995193464 13.002848654985426 5.123859465122222 leaf_count=184 95 440 329 185 852 1047 105 61 622 307 96 192 2545 59 224 53 53 73 891 49 55 113 internal_value=0.00061881 0.00449929 -0.0102344 -0.00893708 -0.0129686 -0.0171083 0.00216246 0.00154689 -0.00727431 0.00160873 0.0171224 0.000454806 0.00192276 -0.00862566 0.0149369 0.00896946 0.00763936 0.0231515 0.00907232 0.00114803 -0.0100429 -0.0382361 internal_weight=1283.96 946.572 337.393 323.885 234.102 183.97 50.1316 89.783 54.1759 576.357 38.644 537.713 464.035 73.6776 35.6071 370.215 340.2 30.0151 315.409 21.9381 24.7908 13.5082 internal_count=8630 4908 3722 3425 2333 1899 434 1092 683 3343 240 3103 2737 366 409 1565 1439 126 1331 145 108 297 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=17 num_cat=0 split_feature=7 7 1 5 7 2 1 7 1 2 1 2 5 1 1 1 split_gain=6.29668 7.15767 5.5104 4.98348 4.48178 3.92052 3.44254 2.92329 5.88485 3.31711 2.28008 2.52102 1.83381 1.53539 0.819774 0.603374 threshold=0.10625000000000001 0.12235000000000001 3.1500000000000008 3.5000000000000004 0.49950000000000006 6.5000000000000009 5.3500000000000005 0.28475000000000006 0.35000000000000003 4.5000000000000009 6.5500000000000007 3.5000000000000004 5.5000000000000009 8.9500000000000011 4.1500000000000012 8.7500000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 12 7 4 -4 -5 14 9 -9 -3 -8 13 -2 -12 -1 -13 right_child=1 2 3 5 -6 -7 10 8 -10 -11 11 15 -14 -15 -16 -17 leaf_value=-0.018796803194463037 0.015247912260529359 -0.0027878013790465818 -0.0004574305233079143 -0.0035765058941878733 0.016346492292227854 0.016302404433199216 0.011130224636375188 0.021982708627241832 0.00077634259441432566 0.025172526066613382 -0.046322955840769016 -0.0096772775013536528 0.050969133263209114 -0.012509981865397824 -0.050403627228782881 0.0058700971919748582 leaf_weight=6.461703456938265 9.7602222897112387 14.030652321875094 90.961634494364262 732.82751994207501 68.556515380740166 24.614461980760098 10.498917754739521 38.317164495587349 198.73997216671705 37.009123146533966 6.5896990783512583 13.828516580164434 7.1009100973606101 8.9007241167128068 6.3328146561980247 9.5096142292022687 leaf_count=49 68 73 496 5533 331 112 99 171 910 168 105 147 70 153 59 118 internal_value=0.000358027 0.00115641 0.000685892 -0.00120596 0.00679013 -0.00290327 -0.0150362 0.00670795 0.00430302 0.0174844 -0.00852928 -0.0141166 0.0325829 -0.0291342 -0.0373233 -0.00315584 internal_weight=1284.04 1221.92 1205.06 916.96 159.518 757.442 62.122 288.097 237.057 51.0398 49.3275 38.8286 16.8611 15.4904 12.7945 23.3381 internal_count=8662 7932 7794 6472 827 5645 730 1322 1081 241 622 523 138 258 108 265 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=14 num_cat=0 split_feature=1 1 2 1 6 7 5 7 7 3 7 1 7 split_gain=7.8772 5.8027 5.53852 4.48976 3.14369 4.40731 5.34306 4.04695 8.10282 3.03989 2.70357 2.68598 1.49303 threshold=3.3500000000000001 12.15 6.5000000000000009 3.2500000000000004 1.5000000000000002 0.77120000000000011 2.5000000000000004 0.7380000000000001 0.56860000000000011 8.5000000000000018 0.30465000000000003 3.4500000000000006 0.44565000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 9 4 5 6 -1 8 -6 11 -11 -2 -4 right_child=1 -3 12 -5 7 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=-0.022562448071360052 -0.023413226758080222 -0.042125689901577015 0.0021893849343914309 0.033792858426638948 -0.0038780682316678899 0.034135340293815618 0.01010407141945349 -0.021139370267147416 0.025502542652067046 -0.0027398795450913963 -0.031830926869909126 -0.0019238720399858853 0.024485866576574096 leaf_weight=12.781549796462057 13.850822940468786 8.1636073142290098 12.050076961517332 13.534542225301264 96.910982720553875 16.101302318274975 133.22472291067243 18.821365594863892 29.821025371551514 16.352709490805864 15.854903716593979 870.3981995023787 22.73593981564045 leaf_count=57 70 137 57 68 440 72 636 82 131 228 199 6358 99 internal_value=-0.000220023 -0.00249319 -0.00210393 0.00654103 0.00522038 0.00998745 0.00707637 -8.66725e-05 0.0031418 -0.00285923 -0.0177384 -0.0022922 0.017179 internal_weight=1280.6 959.406 951.243 321.195 307.661 162.108 146.006 145.553 126.732 916.457 32.2076 884.249 34.786 internal_count=8634 7148 7011 1486 1418 765 693 653 571 6855 427 6428 156 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=22 num_cat=0 split_feature=0 0 1 1 1 7 7 0 3 2 1 1 7 7 0 0 0 3 7 0 7 split_gain=17.6803 5.82766 6.05668 4.61749 3.4376 2.89209 2.47465 4.80334 3.16125 2.33221 2.11603 2.61343 2.42074 1.661 3.25213 1.98819 1.39164 1.3759 0.446662 0.198447 0.155259 threshold=520.50000000000011 587.50000000000011 1.5500000000000003 7.1500000000000012 2.4500000000000006 0.25675000000000003 0.47715000000000007 493.50000000000006 2.5000000000000004 3.5000000000000004 10.750000000000002 11.65 0.29675000000000007 0.81675000000000009 615.50000000000011 619.50000000000011 513.50000000000011 2.5000000000000004 0.56860000000000011 569.50000000000011 0.43885000000000007 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 -2 13 19 -6 8 18 -1 -9 12 -12 -10 15 -15 -3 -11 -5 -8 -4 -19 right_child=1 3 4 17 5 -7 7 9 10 16 11 -13 -14 14 -16 -17 -18 20 -20 -21 -22 leaf_value=0.0078654690268287961 0.038014256812588146 0.00050345639431304055 -0.029914227297799537 0.0090969898022657779 0.0044156491070774647 -0.0038654538404983619 -0.013325549402195642 -0.011345742101816401 -0.018720251211864256 0.031051025316650927 0.014307857747054821 -0.024066566557380348 -0.037529131197210477 0.033282208370251663 0.0037931422887717524 0.0067278375600934737 0 0.021424217229751935 -0.038570660771239502 -0.013949243447141664 0.038276490515857686 leaf_weight=8.545896038413046 8.4947450459003431 252.33697287738323 8.8296112641692179 13.102590948343275 146.64317272603512 365.53427746146917 5.4389608949422819 8.167026601731779 54.36403526738286 9.3504803329706174 7.791755009442566 7.8879686966538429 29.533689688891172 13.571370035409926 28.263641074299812 264.34371003508568 5.2923539951443663 10.686688885092737 6.2736022174358368 8.6359982639551145 10.118064969778059 leaf_count=111 45 1216 59 63 1054 2620 93 87 827 102 126 153 437 64 119 1102 51 54 107 45 51 internal_value=0.000112769 0.00221422 -0.00154396 0.0056333 -0.00225828 -0.00148074 -0.0164073 -0.00440495 -0.0201182 0.00881466 -0.0226238 -0.0049828 -0.0257643 0.00451051 0.0140298 0.00370447 0.0203852 0.0233255 -0.0292113 -0.0234739 0.0312289 internal_weight=1273.21 1130.56 538.138 592.423 529.643 512.177 142.646 34.5224 108.123 22.8099 99.5774 15.6797 83.8977 558.516 41.835 516.681 14.6428 33.9073 11.7126 17.4656 20.8048 internal_count=8586 6492 3823 2669 3778 3674 2094 440 1654 240 1543 279 1264 2501 183 2318 153 168 200 104 105 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=17 num_cat=0 split_feature=0 0 1 2 0 0 3 1 3 0 3 2 6 1 3 0 split_gain=9.61148 3.65674 4.52335 2.5003 2.32803 1.96413 2.27662 4.07127 1.50892 2.10683 2.15985 1.15737 1.10441 0.546604 0.141125 0.13382 threshold=492.50000000000006 564.50000000000011 9.2500000000000018 3.5000000000000004 645.50000000000011 495.50000000000006 7.5000000000000009 9.2500000000000018 4.5000000000000009 462.50000000000006 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 4.9500000000000011 7.5000000000000009 473.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 5 3 13 -5 -2 11 -8 15 14 -11 -7 -12 -3 -10 -1 right_child=1 2 -4 4 -6 6 7 -9 9 10 12 -13 -14 -15 -16 -17 leaf_value=-0.019183993511036754 0.02128411012516444 0.024646339872432626 0.032937358961533623 0.00040569343129445408 0.0077274015516939692 -0.0017374526648391824 -0.024008262387184329 0.019716923590191213 -0.038502689113749711 0.015813826579452333 -0.0019957812546464076 -0.012962938651360357 -0.02459854113917314 0.0085081688776718744 -0.0184212774983387 -0.041437459709386511 leaf_weight=5.1233854554593554 6.9287289902567855 12.55650705099106 11.125292763113974 664.45627239346504 129.23204928636551 323.09884005784988 27.672121971845627 5.6128022223711005 6.6523015908896905 6.9199742563068893 10.842829007655384 24.007066279649734 11.404883317649363 13.331877470016478 6.5412552505731583 8.1228348985314351 leaf_count=96 97 62 62 3280 547 2862 322 62 149 118 188 186 191 77 144 143 internal_value=-0.000217574 0.000713899 0.00258717 0.00212946 0.00161236 -0.00328724 -0.00380254 -0.0161291 -0.020361 -0.0149232 -0.00674671 -0.00256322 -0.0143574 0.017147 -0.0308981 -0.035132 internal_weight=1273.63 1218.02 830.702 819.577 793.688 387.32 380.391 33.2849 55.6075 42.3612 29.1677 347.106 22.2477 25.8884 13.1936 13.2462 internal_count=8586 7557 4028 3966 3827 3529 3432 384 1029 790 497 3048 379 139 293 239 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=20 num_cat=0 split_feature=0 0 7 0 0 7 7 1 0 1 1 1 7 0 1 7 7 3 3 split_gain=15.7039 4.67234 3.4401 4.12113 3.26963 6.36949 3.16054 6.0733 5.56659 2.7941 2.46476 3.24177 1.89486 1.98693 1.589 1.54627 5.52666 3.43399 0.412557 threshold=587.50000000000011 536.50000000000011 0.6412500000000001 523.50000000000011 590.50000000000011 0.39245000000000008 0.6664500000000001 4.4500000000000011 550.50000000000011 7.6500000000000012 1.5500000000000003 2.2500000000000004 0.029700000000000001 456.50000000000006 7.9500000000000011 0.48545000000000005 0.47195000000000004 3.5000000000000004 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 12 9 5 -2 10 -8 -9 -4 -3 -12 18 -14 15 16 -6 -17 -1 right_child=4 6 3 -5 14 -7 7 8 -10 -11 11 -13 13 -15 -16 17 -18 -19 -20 leaf_value=-0.014714186808647577 0.047316477715694708 0.025745263758409562 0.013581405826584828 0.03676910261809796 0.0041458064783949835 0.00185307499485908 -0.041491573525486637 -0.036190411582969199 0.0077315030412241125 -0.031575671306163865 -0.024469162953144344 0.00019538506108724292 -0.032462196958877892 -0.0095646517266943093 0.022289566305977594 0.0050354346698280586 -0.028016672830641794 0.019034995053664315 -0.039498196531172335 leaf_weight=5.5281950496137124 13.122567608952524 8.0428925007581693 6.0517746135592478 7.2743177413940421 253.7520522326231 17.670798033475876 12.89909505844116 8.4375136420130712 29.436110496520996 5.6371748261153698 12.793986059725283 380.02317929267883 9.4469041898846609 189.04684942215681 13.303111925721167 227.48624455928802 13.075940892100332 54.278592169284821 6.9151703231036663 leaf_count=82 65 41 58 52 1143 91 78 68 184 68 74 2594 227 2290 64 986 60 250 131 internal_value=0.000629597 -0.00453943 -0.0103296 0.00953947 0.00657951 0.0222634 -0.00156461 -0.0131908 -0.0026041 -0.00857441 -5.0439e-05 -0.000655332 -0.012176 -0.0108367 0.00567309 0.00522122 0.00245229 0.00780774 -0.030773 internal_weight=1274.22 681.533 229.9 18.9633 592.689 30.7934 451.633 50.7727 37.8736 11.6889 400.86 392.817 210.937 198.494 561.896 548.593 266.828 281.765 12.4434 internal_count=8606 5947 2908 178 2659 156 3039 330 252 126 2709 2668 2730 2517 2503 2439 1203 1236 213 is_linear=0 shrinkage=0.05 Tree=56 num_leaves=22 num_cat=0 split_feature=0 0 7 7 0 6 3 0 6 5 5 3 3 0 7 5 7 0 4 7 7 split_gain=13.2965 4.87523 3.61153 4.89668 3.47121 2.3345 2.04285 6.27487 2.65492 4.51435 2.09776 1.88569 2.65149 1.86863 1.69116 1.26298 1.70875 1.98358 1.01587 0.713556 0.644512 threshold=564.50000000000011 492.50000000000006 0.64915000000000012 0.59810000000000008 661.50000000000011 2.5000000000000004 6.5000000000000009 578.50000000000011 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 529.50000000000011 0.70465000000000011 5.5000000000000009 0.087500000000000008 479.50000000000006 5.5000000000000009 0.22810000000000002 0.6453000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 3 5 6 -3 8 -8 9 -2 -10 12 20 -4 -15 19 -17 -18 -5 -1 -6 right_child=4 2 13 18 11 -7 7 -9 10 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 leaf_value=-0.01610792923594535 0.0049553457318384725 -0.0032107382122050008 0.024996589087263543 -0.040448068351676927 0.024573826641608287 -0.018175168423706207 0.041318698915669798 -0.0033632623013690726 0.0038147823175539047 -0.011288319652721325 0.018344810909047573 0.030088017291049863 -0.003920190744191184 -0.01266567299599692 0.010932501116875024 -0.035012644039546133 -0.00018568552431761271 -0.026158837166456464 -0.01366408224714008 -0.045546131574980206 0.0078605760923800283 leaf_weight=5.9945342577993852 90.688841357827187 297.79707453772426 12.135648481547831 10.589056178927423 19.495422765612606 27.907576769590378 12.742197081446649 17.600466892123222 549.97628574818373 78.917679898440838 25.351189792156219 15.837003663182257 19.801457703113556 10.983709491789343 19.491472743451595 7.8966395184397689 21.767821628600359 10.424604471772907 8.2768387347459775 6.8159769885241985 11.294528484344481 leaf_count=116 443 2828 99 87 88 242 74 93 2605 433 136 70 87 82 144 168 404 192 73 132 52 internal_value=0.000686123 -0.00634332 -0.00435283 -0.00606323 0.00437053 -0.00455996 0.0034108 0.0159607 0.00287221 -0.00259537 0.00449443 0.0152805 0.0100549 0.00918551 0.00213633 -0.0204683 -0.0152006 -0.0092817 -0.0302284 -0.0342967 0.0190404 internal_weight=1281.79 440.081 387.181 344.571 841.705 325.705 775.277 30.3427 744.934 169.607 575.327 66.4284 50.5914 42.6108 30.4752 52.8996 40.0891 32.1924 18.8659 12.8105 30.79 internal_count=8648 4567 3555 3230 4081 3070 3784 167 3617 876 2741 297 227 325 226 1012 764 596 160 248 140 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=20 num_cat=0 split_feature=4 6 1 5 5 3 1 1 1 3 6 3 1 5 4 3 1 1 1 split_gain=5.83322 4.12769 2.97183 2.87458 3.98006 2.68658 2.56137 2.74394 5.77154 3.3167 2.84134 2.3606 2.16604 1.23162 1.10421 0.960461 0.923638 3.47018 1.91169 threshold=4.5000000000000009 1.0000000180025095e-35 3.1500000000000008 6.5000000000000009 4.5000000000000009 4.5000000000000009 9.4500000000000011 6.2500000000000009 5.9500000000000011 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.9500000000000006 2.5000000000000004 5.5000000000000009 2.5000000000000004 3.6500000000000008 3.9500000000000006 2.9500000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 13 5 4 -4 12 7 8 10 -10 -1 -9 -3 -2 -5 -13 18 -18 -15 right_child=1 2 3 14 -6 -7 -8 11 9 -11 -12 15 -14 16 -16 -17 17 -19 -20 leaf_value=0.0049807298964893347 -0.031617612682999181 -0.00076500589911503679 -0.0080468733378537688 -0.02176684382143363 0.002689965399723218 0.025706679870828877 -0.020103513440302517 0.027019532533054277 -0.043570380027270088 -0.0052294819114682293 -0.0055099921774926352 -0.0022326592251011861 0.021682183398385742 -0.0070962235080654096 -0.0067037969040806781 0.009511967234448946 0.026929502244598603 -0.0088017570744784376 -0.032480501474609423 leaf_weight=323.66795459762216 5.573629066348075 67.944337829947472 144.31619366258383 24.659388087689877 210.84461270272732 14.330176867544649 10.858172658830879 16.896601505577564 9.4576389193534869 13.690165046602486 79.26711268723011 21.066519565880299 11.676463916897772 21.868179392069578 28.103303408250213 78.120268806815147 6.0558645501732817 172.45719274878502 11.51255528628826 leaf_count=1563 31 316 910 234 1734 82 105 90 48 85 361 124 55 114 352 561 36 1755 72 internal_value=-0.00100861 -0.00397751 -0.0014654 -0.00332119 -0.00166915 0.00648965 0.00284434 0.0033493 0.00146891 -0.0222573 0.00289604 0.0101371 0.00269298 -0.00971885 -0.0141107 0.0069702 -0.00897353 -0.0074185 -0.0166864 internal_weight=1272.37 719.342 501.874 407.923 355.161 93.951 553.024 542.166 426.083 23.1478 402.935 116.083 79.6208 217.467 52.7627 99.1868 211.894 178.513 33.3807 internal_count=8628 5691 3683 3230 2644 453 2937 2832 2057 133 1924 775 371 2008 586 685 1977 1791 186 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=24 num_cat=0 split_feature=0 0 1 5 1 3 7 7 1 7 7 7 7 0 0 3 7 1 1 1 5 7 1 split_gain=11.1996 3.82905 2.95566 5.2135 6.26902 3.20097 5.46041 4.07941 2.89021 4.51118 2.66142 2.58207 3.0871 4.06986 3.52891 2.76105 3.24326 2.75543 2.15597 3.33553 2.09155 2.733 1.21858 threshold=587.50000000000011 519.50000000000011 5.4500000000000011 5.5000000000000009 4.0500000000000007 1.5000000000000002 0.5495000000000001 0.53255000000000008 7.4500000000000011 0.45725000000000005 0.11405000000000001 0.58855000000000013 0.39425000000000004 590.50000000000011 608.50000000000011 3.5000000000000004 0.71110000000000018 4.8500000000000005 5.4500000000000011 4.8500000000000005 5.5000000000000009 0.47715000000000007 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 2 left_child=1 18 3 10 -5 6 -4 -7 11 -10 -3 12 13 -2 -14 17 -17 -13 19 -1 22 -22 -20 right_child=8 2 5 4 -6 7 -8 -9 9 -11 -12 15 14 -15 -16 16 -18 -19 20 -21 21 -23 -24 leaf_value=-0.014974977430198863 0.030616028352042648 -0.040420364840010214 0.0012193377793979765 0.0231296924673818 -0.0083946123594069114 0.0017004808568999925 0.047842391509612864 -0.011740970764977213 0.038720710871462324 -0.0025883113225893552 -0.010700886564858698 0.0092949025929502486 -0.012853342875025804 0.0036591282916074233 0.0015955089114781452 0.03594052885793924 0.0051267902540879989 -0.0067832094839301669 -0.017005004542810516 0.034331453434577643 -0.014473210349613533 0.0075857313691274535 -0.037434144055515685 leaf_weight=6.7303343266248685 14.288723960518835 7.2721181735396376 21.145558550953869 25.708534374833107 37.360762387514114 228.42353708297014 8.1106396317481977 73.737613558769226 14.029450431466104 11.204184621572493 150.34395734220743 111.88743257522583 61.669559568166733 184.72275365889072 127.78313116729259 17.34700970351696 17.514197915792465 33.717859596014023 31.184127733111382 5.1376241035759449 58.024420641362667 17.400135762989521 11.753323681652544 leaf_count=85 69 56 143 165 271 1789 52 541 68 54 938 482 315 830 545 79 78 149 446 64 993 237 194 internal_value=-0.000505662 -0.0048762 -0.00303312 -0.00750225 0.00453784 -2.85307e-05 0.0154639 -0.00159111 0.00450478 0.0207887 -0.0123498 0.00373857 0.00141894 0.00576299 -0.00312434 0.00866881 0.0211738 0.00551671 -0.0125691 0.00699038 -0.0146143 -0.00928621 -0.0234356 internal_weight=1276.5 682.333 552.103 220.685 63.0693 331.417 29.2562 302.161 594.164 25.2336 157.616 568.931 388.464 199.011 189.453 180.466 34.8612 145.605 130.23 11.868 118.362 75.4246 42.9375 internal_count=8643 5974 3955 1430 436 2525 195 2330 2669 122 994 2547 1759 899 860 788 157 631 2019 149 1870 1230 640 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=22 num_cat=0 split_feature=1 5 6 1 1 1 1 1 1 7 1 7 5 7 1 7 2 1 1 3 7 split_gain=4.46222 4.44355 6.3456 5.7256 4.89996 4.93621 3.95398 2.88418 4.3542 3.13766 2.36923 2.19579 6.85062 5.35956 4.5257 3.3657 2.28518 1.87359 2.30521 0.821332 0.804006 threshold=4.2500000000000009 5.5000000000000009 2.5000000000000004 11.050000000000002 9.2500000000000018 9.4500000000000011 5.8500000000000005 5.2500000000000009 5.7500000000000009 0.33070000000000005 5.4500000000000011 0.25175000000000008 5.5000000000000009 0.14865000000000003 0.15000000000000005 0.63100000000000012 5.5000000000000009 1.3500000000000003 1.8500000000000003 2.5000000000000004 0.30925000000000008 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=11 3 7 4 10 -6 -4 9 -9 -3 -2 12 13 -1 15 -13 -15 19 -19 -16 -8 right_child=1 2 6 -5 5 -7 20 8 -10 -11 -12 14 -14 16 17 -17 -18 18 -20 -21 -22 leaf_value=-0.026953093016824609 -0.0051652682414782165 -0.016151514764158877 0.042724108173563841 -0.039048598626300612 0.053273411156948253 0.0078939513658661531 0.012747950055486288 -0.03257071169596322 -0.0097911723632100357 0.013319196481665766 0.0021755704419504024 0.030724081494476637 0.038758873007723599 0.019416221562213256 -0.012732517186699065 -0.00058180954008493497 -0.0026377659343249297 0.014179589757092588 0.00043612080316248706 0.0017974023050905043 -0.0066474646481528886 leaf_weight=10.872501421719788 165.37007216736674 13.22823892533779 7.7558583840727833 8.1021907664835435 7.2401495724916449 25.107705026865005 8.5737731792032736 23.440679792314768 179.31618483550847 23.567913547158241 322.42104498296976 21.890668854117393 16.755130920559168 27.899433590471745 33.643445953726768 13.185555800795553 18.819591388106346 33.29132005572319 286.03020618110895 12.41989780217409 10.881249230355023 leaf_count=68 938 101 49 106 60 256 79 185 2040 162 2252 98 97 139 145 59 84 146 1409 58 81 internal_value=-0.000103536 -0.00239705 -0.00764475 0.000253051 0.000948601 0.0194937 0.0147869 -0.0102644 -0.0125962 0.00244515 -0.000308354 0.00372312 0.0115733 0.00305228 0.00222806 0.0191273 0.0105584 0.000544344 0.00192437 -0.00875368 0.00186095 internal_weight=1269.81 795.005 266.764 528.241 520.139 32.3479 27.2109 239.553 202.757 36.7962 487.791 474.808 74.3467 57.5915 400.461 35.0762 46.719 365.385 319.322 46.0633 19.455 internal_count=8612 6309 2697 3612 3506 316 209 2488 2225 263 3190 2303 388 291 1915 157 223 1758 1555 203 160 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=18 num_cat=0 split_feature=7 7 1 1 6 3 7 7 1 1 5 1 1 1 3 1 1 split_gain=5.80091 5.88587 4.25946 3.62733 3.18839 4.16654 3.89293 3.4797 2.43155 2.95113 1.33367 1.71349 1.36216 1.91319 0.789891 0.660308 0.616844 threshold=0.10625000000000001 0.13060000000000002 7.4500000000000011 5.3500000000000005 1.0000000180025095e-35 2.5000000000000004 0.61225000000000007 0.43885000000000007 1.5500000000000003 3.5500000000000003 5.5000000000000009 9.8500000000000032 9.0500000000000025 7.6500000000000012 3.5000000000000004 7.3500000000000005 4.0500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 14 16 8 7 -7 -6 -3 -10 12 15 13 -5 -2 -12 -1 right_child=1 4 -4 10 5 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 leaf_value=-0.019598884710123679 0.047801799766148297 0.011750072678096819 -0.0075798625555068781 -0.0046905520000124074 0.010360532890828368 -0.0043821522773968037 0.0066644404990261075 0.00081116410360887654 -0.016791809125267138 -0.0036554287216361094 -0.011279455701404158 0.0048967395024780112 -0.020512819737812778 0.028973129649795867 0.020999724086769554 -0.033995759942656738 -0.050548723760213569 leaf_weight=5.4631985127925855 8.6318830065429264 19.514185473322868 7.2570349611341944 11.28520511090756 163.57048792764544 386.23976664990187 99.226140268146992 230.40647840499878 51.598561890423298 244.23866807669401 8.0572234541177803 5.8528223875910035 5.0787256844341746 5.3855570778250685 9.1747259870171529 9.1479163933545333 6.6807653233408928 leaf_count=43 49 88 83 109 832 2831 588 1091 265 2072 95 119 74 65 67 141 67 internal_value=-0.000778051 -3.96276e-05 0.0234618 -0.0162347 -0.000556016 0.000986724 -0.00210496 0.0048047 -0.00486369 -0.00601231 -0.00907924 -0.0171914 0 0.00692586 0.036109 -0.0248362 -0.0395561 internal_weight=1276.81 1219.86 25.0636 56.9514 1194.79 879.443 485.466 393.977 315.351 295.837 44.8075 23.058 21.7495 16.6708 17.8066 17.2051 12.144 internal_count=8679 7966 199 713 7767 5342 3419 1923 2425 2337 603 355 248 174 116 236 110 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=19 num_cat=0 split_feature=0 0 1 1 1 0 3 1 2 0 0 1 1 1 1 7 1 7 split_gain=9.42571 6.62855 3.91871 3.41014 8.67254 5.46051 3.16886 3.35897 2.34029 2.29108 3.53144 1.87405 1.82995 1.20211 1.31618 5.54473 1.45253 1.95688 threshold=492.50000000000006 643.50000000000011 3.9500000000000006 9.2500000000000018 9.3500000000000032 562.50000000000011 8.5000000000000018 9.0500000000000025 4.5000000000000009 660.50000000000011 648.50000000000011 0.55000000000000016 4.8500000000000005 7.5500000000000007 9.2500000000000018 0.26715000000000005 10.250000000000002 0.37045000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 3 9 6 -5 -6 7 -2 -8 10 -3 -11 -4 -1 15 -15 -16 -18 right_child=1 2 12 4 5 -7 8 -9 -10 11 -12 -13 -14 14 16 -17 17 -19 leaf_value=-0.036597793122920073 -0.0016999992166914794 0.01575797476533326 0.037742507772918404 0.060544558901946668 -0.0051961566803907797 0.034433571642671711 -0.035218688624946044 -0.029985836749763267 0 0.023116565277120318 -0.013773702273702166 0.0046535952340440697 0.012134200959527755 0.024341493114424642 -0.04079101395453609 -0.033552223924987468 -0.024625783167618039 0.0094965669603524205 leaf_weight=11.575377453118561 985.8026382625103 14.36284716427326 14.847425699234011 6.4025253504514685 43.035383455455303 9.8109836801886541 11.630612209439279 9.6391758844256383 7.4668871201574794 20.950546741485596 28.454299762845039 41.131408721208572 16.391365095973015 7.37430791556835 7.9749711565673378 7.1430194638669491 11.715898009017112 5.3651280775666228 leaf_count=216 6131 58 61 49 460 54 143 85 66 101 115 179 67 144 165 142 251 104 internal_value=-0.0013022 -0.000400589 0.0099464 -0.0017251 0.00981974 0.00257113 -0.00241324 -0.00200874 -0.0220999 0.00514524 -0.00361976 0.0112312 0.0252538 -0.0221174 -0.016961 -0.00414848 -0.0237485 -0.013699 internal_weight=1261.07 1209.93 136.138 1073.79 59.2489 52.8464 1014.54 995.442 19.0975 104.899 42.8171 62.082 31.2388 51.1487 39.5733 14.5173 25.056 17.081 internal_count=8591 7569 581 6988 563 514 6425 6216 209 453 173 280 128 1022 806 286 520 355 is_linear=0 shrinkage=0.05 Tree=62 num_leaves=22 num_cat=0 split_feature=0 0 0 0 7 5 7 7 5 3 7 7 7 5 0 3 7 7 4 0 7 split_gain=7.67822 3.21148 3.37438 2.79167 2.71042 4.45191 4.06605 3.7388 3.12838 3.26567 2.49814 3.32667 3.16665 2.31361 2.1239 1.83335 3.50582 2.22592 1.76067 1.5996 0.396325 threshold=564.50000000000011 672.50000000000011 566.50000000000011 683.50000000000011 0.52765000000000006 3.5000000000000004 0.48285000000000006 0.6412500000000001 3.5000000000000004 5.5000000000000009 0.61225000000000007 0.44775000000000004 0.65645000000000009 4.5000000000000009 543.50000000000011 4.5000000000000009 0.50405000000000011 0.50155000000000005 6.5000000000000009 701.50000000000011 0.40575000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 20 -3 6 -6 8 18 14 -10 11 -4 -12 -9 -1 17 -17 -8 -7 -5 -2 right_child=1 3 10 19 5 7 15 13 9 -11 12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.039912292210959203 0.03023649240521939 0.033041678619925109 0.0036933205201663565 -0.0044682348008062821 0.023651013012222045 -0.02740971843112612 -0.016475900561494495 -0.023432766376767118 0.0015917752469892842 -0.0095866029137781205 0.018675966725337504 -0.0042558817289464835 0.0037987744034171582 0.002338587878963991 -0.0066511760104847233 0.055384817403666069 0.0026066792031531933 0.021170672545517376 0.00028181737515055484 0.019189290961930873 0.011934603298511627 leaf_weight=8.6025683395564574 10.662566393613817 16.038687020540237 379.17776523530483 14.424596935510637 7.3599223867058745 42.854903504252434 6.4987365044653433 10.41709481179714 184.22206182032824 99.602198323234916 47.012674108147621 199.98803921788931 148.72598420083523 35.086962845176458 11.460912093520163 5.6841377764940244 6.5395293310284615 7.1759307496249676 6.1716091111302367 12.170201390981672 8.3366376012563688 leaf_count=91 62 76 1868 64 53 425 59 80 1865 1360 219 975 680 306 85 59 67 61 86 60 50 internal_value=0.00107803 0.00387452 0.00313656 0.0171151 -0.00432609 -0.0114243 -0.00209001 -0.0144265 -0.00374151 -0.00233337 0.00260238 0.00093721 0.00747417 -0.00383067 -0.0223676 0.0165213 0.0298596 0.00303527 -0.0238879 0.0064797 0.0234541 internal_weight=1268.21 836.537 793.904 42.6335 431.677 101.89 329.786 94.5306 303.888 283.824 774.904 579.166 195.739 45.5041 20.0635 25.8983 12.2237 13.6747 49.0265 26.5948 18.9992 internal_count=8651 4054 3854 200 4597 950 3647 897 3401 3225 3742 2843 899 386 176 246 126 120 511 124 112 is_linear=0 shrinkage=0.05 Tree=63 num_leaves=20 num_cat=0 split_feature=1 7 6 3 7 7 7 7 6 1 1 1 1 1 7 7 1 3 7 split_gain=4.20601 3.4526 2.73047 2.779 2.78423 2.44622 2.43254 3.94221 3.23988 2.32841 5.41376 3.06109 2.21118 2.00724 2.67892 3.39532 2.16844 1.37312 0.156833 threshold=3.6500000000000008 0.87935000000000008 1.5000000000000002 8.5000000000000018 0.34210000000000007 0.30675000000000002 0.28245000000000003 0.14275000000000002 1.0000000180025095e-35 9.2500000000000018 9.5500000000000025 8.8500000000000032 1.6500000000000001 0.35000000000000003 0.35195000000000004 0.36820000000000003 1.7500000000000002 1.5000000000000002 0.57045000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 -2 -5 7 -1 -9 11 -11 -4 -10 17 16 -16 -15 18 -8 right_child=1 -3 9 5 -6 -7 13 8 12 10 -12 -13 -14 14 15 -17 -18 -19 -20 leaf_value=-0.014803530248969719 -0.0079286988162506657 0.021494487337653065 0.0011995825647889502 -0.0043847712933904508 -0.00064211368108974269 -0.037215388097190993 0 -0.0046779483914309921 0.0042789438577729537 0.054285500695904293 0.00024556241397454139 -0.027617938487738802 0.029708754773825688 -0.028111703299406793 0.030060164304168566 0.0015871296643071608 -0.002718498430846184 0.024420836861524766 0.0085761574322421145 leaf_weight=10.058254037052391 219.55169671587646 14.52565662562847 285.88382409512997 12.16613729298115 327.84246754832566 10.910909030586479 11.081505760550501 12.179735131561754 12.287219494581221 5.7866456359624889 15.240712173283098 8.5176464281976205 35.480296939611435 11.741226918995379 10.065090291202067 211.92757897078991 27.016293134540319 15.100518107414244 10.650680497288702 leaf_count=65 2010 72 1786 197 2387 166 50 60 53 43 167 75 170 52 49 985 134 67 50 internal_value=-1.25686e-05 -0.00185643 -0.00226875 -0.0043324 -0.0035829 -0.0210159 0.00448329 0.0128199 0.0177036 0.00144958 0.0171334 0.000258235 0.0234919 0.00246901 0.00088337 0.00302953 -0.0110505 0.013242 0.00452195 internal_weight=1268.01 900.426 885.9 570.471 547.394 23.077 367.588 70.0055 59.9473 315.429 21.0274 294.401 47.7675 297.583 260.75 221.993 38.7575 36.8327 21.7322 internal_count=8638 6903 6831 4760 4397 363 1735 348 283 2071 210 1861 223 1387 1220 1034 186 167 100 is_linear=0 shrinkage=0.05 Tree=64 num_leaves=17 num_cat=0 split_feature=0 1 1 3 0 1 2 1 1 1 1 3 3 0 0 5 split_gain=11.197 5.09762 6.87562 5.5462 3.36077 3.8347 2.97455 1.65699 6.33191 1.46292 3.10778 4.52705 1.50423 1.38713 1.33022 1.12921 threshold=516.50000000000011 9.8500000000000032 11.050000000000002 8.5000000000000018 589.50000000000011 1.3500000000000003 4.5000000000000009 10.850000000000003 11.850000000000003 9.4500000000000011 8.9500000000000011 5.5000000000000009 2.5000000000000004 661.50000000000011 476.50000000000006 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 6 4 5 -2 -3 9 -9 10 12 -12 -1 -6 -11 -5 right_child=1 2 -4 15 13 -7 -8 8 -10 14 11 -13 -14 -15 -16 -17 leaf_value=0.0023609985341919541 0.029344223324578252 0.061078110878427384 -0.016761797682682673 -0.013542347194634244 0.0033785399668997147 -0.0017772413776823794 0.016269013116231874 0.026864310313492103 -0.032990404154562801 -0.0094416610278150251 0.039686818304781643 -0.020221715606932131 -0.020283656551720399 0.011117884472514578 -0.038687728060188699 -0.047077576597152421 leaf_weight=7.6976282969117156 9.0740770101547223 8.239659741520887 6.5305126532912245 7.0839217901229841 508.75011248886585 532.00440174713731 8.4881097301840764 8.9344452619552595 6.9570409711450329 7.2621860001236227 5.3805402219295484 5.237895879894495 58.545755980536342 65.616230368614197 12.829759217798708 5.3108818419277668 leaf_count=98 46 73 61 68 2271 3796 59 156 150 157 80 88 936 298 210 58 internal_value=0.000251569 0.00173343 0.0244237 0.00123986 0.00162675 -0.00119293 0.0408231 -0.014703 0 -0.017133 -0.0135521 0.0105076 -0.017582 0.00428917 -0.0293027 -0.0307266 internal_weight=1263.94 1151.1 23.2583 1127.84 1115.44 541.078 16.7278 112.845 15.8915 96.9538 76.8618 10.6184 66.2434 574.366 20.0919 12.3948 internal_count=8605 6730 193 6537 6411 3842 132 1875 306 1569 1202 168 1034 2569 367 126 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=18 num_cat=0 split_feature=7 7 4 1 1 2 4 5 5 7 7 7 1 1 1 1 7 split_gain=4.99655 8.32938 3.7716 3.59791 2.85768 3.31411 2.14179 3.17115 2.3924 1.7262 2.03776 0.93114 2.07791 0.794162 1.43427 0.689997 0.678615 threshold=0.10625000000000001 0.13060000000000002 5.5000000000000009 3.3500000000000001 6.9500000000000011 3.5000000000000004 5.5000000000000009 2.5000000000000004 4.5000000000000009 0.81675000000000009 0.27955000000000008 0.07715000000000001 8.7500000000000018 3.9500000000000006 5.3500000000000005 8.9500000000000011 0.071800000000000017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 9 13 15 7 -5 -8 10 -3 12 -7 -1 -15 -6 -16 right_child=1 3 -4 6 5 11 8 -9 -10 -11 -12 -13 -14 14 16 -17 -18 leaf_value=-0.0072657812698998202 0.04076673167527068 0.011933485154649544 0 0.015628397092452864 -0.036286443623956985 -0.016531800247604807 -0.013660404836867167 -0.0010130406602881414 -0.0025267563130910243 0.017679063380931555 0.0013464264190639038 0.024338639933144265 0.020485225076395663 -0.04990984749455684 -0.005913880429102087 -0.0099518278193565408 -0.029859508031028305 leaf_weight=5.7296845018863705 17.422747865319256 55.766002610325813 8.4085984490811807 29.068599238991737 5.1156995203346032 6.9215975143015402 67.974252343177795 592.91184619814157 168.02934734150767 22.207073897123337 237.61233577132225 5.6516462564468375 6.2460959702730179 6.5979669652879265 7.1018678061664087 7.2498971056193113 6.2980654425919056 leaf_count=44 117 259 87 139 89 91 491 3798 1785 99 1097 57 86 70 83 146 56 internal_value=-0.000132558 0.000555581 0.0281013 -6.98771e-05 -0.0144802 -0.00387283 -0.00175329 -0.00020343 -0.0057987 0.00448211 0.00340952 0.00905033 0.000880852 -0.0265247 -0.0311957 -0.0231204 -0.0188077 internal_weight=1256.31 1199.4 25.8313 1173.57 56.9125 31.1849 857.984 621.98 236.004 315.585 293.378 18.8193 13.1677 25.7276 19.9979 12.3656 13.3999 internal_count=8594 7872 204 7668 722 469 6213 3937 2276 1455 1356 234 177 253 209 235 139 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=13 num_cat=0 split_feature=0 3 7 7 7 7 7 6 7 0 1 7 split_gain=4.28656 2.97537 2.75325 2.88101 2.56741 4.84925 4.7302 4.49533 2.40135 1.85529 1.16382 1.14319 threshold=456.50000000000006 8.5000000000000018 0.30465000000000003 0.16485000000000002 0.73205000000000009 0.70025000000000015 0.68500000000000016 1.5000000000000002 0.77120000000000011 646.50000000000011 5.4500000000000011 0.45265000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 5 6 -2 -7 10 -10 -6 -4 right_child=1 2 11 -5 8 7 -8 -9 9 -11 -12 -13 leaf_value=-0.03025017846610864 0.00099599735983065202 -0.022073503520495003 -0.047025983486313656 0.019873262167848703 -0.024926012381545765 0.0012771941927812048 -0.025633455325870559 0.039015654080268115 -0.0057992187398470891 0.012128594031769503 -0.0043707522924410864 -0.014410286841338802 leaf_weight=10.80314155295491 1057.559451226145 6.8900712728500384 5.8743360675871354 7.5028662942349911 20.655125290155411 16.209793470799926 15.935144018381832 15.061111010611056 68.1953697912395 17.152650013566017 11.784509632736443 7.5908240154385567 leaf_count=294 7112 101 84 92 100 96 88 75 350 76 78 97 internal_value=-0.000259253 1.98287e-05 -0.0158448 -1.18122e-05 0.000398074 0.00115199 0.000572563 0.020254 -0.00658121 -0.00203957 -0.0179623 -0.0312522 internal_weight=1261.21 1250.41 27.8581 14.3929 1222.55 1104.77 1073.49 31.2709 117.788 85.348 32.4396 13.4652 internal_count=8643 8349 374 193 7975 7371 7200 171 604 426 178 181 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=15 num_cat=0 split_feature=0 0 7 0 1 0 1 0 7 7 1 7 5 6 split_gain=5.10273 3.63218 2.97011 2.57181 2.68665 3.07457 2.42204 4.0641 1.94923 3.97835 2.70831 1.8273 1.51114 1.03182 threshold=707.50000000000011 609.50000000000011 0.22265000000000004 492.50000000000006 8.5500000000000025 484.50000000000006 2.8500000000000001 604.50000000000011 0.48545000000000005 0.45725000000000005 1.6500000000000001 0.77120000000000011 6.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 4 12 -6 7 -5 9 -4 -10 -8 -1 -3 right_child=-2 2 8 6 5 -7 11 -9 10 -11 -12 -13 -14 -15 leaf_value=-0.039308923552474895 0.038138698604218167 0.0082980517991643171 0.0013759902442445114 -0.0048451076964125053 0.0036493943118857362 -0.035374457746013895 -0.00097958663487369524 -0.037061580676103684 -0.0048598320084711748 -0.022618452849438229 0.0089133616763710632 0.01076976015309092 -0.0073698027901118778 0.028795545634550591 leaf_weight=10.717346588149669 7.72219294309616 13.945097222924234 133.20313566923141 71.669603519141674 25.515125785022978 5.210641883313655 716.56277468055487 10.546582192182539 45.031924650073051 18.795166701078415 155.37730103731155 33.658641211688519 6.8569086119532576 13.81786388158798 leaf_count=224 39 60 570 374 539 109 5386 49 193 80 645 201 139 58 internal_value=2.30875e-05 -0.00023642 0.00383757 -0.00200299 -0.0131122 -0.00371729 -0.00133744 -0.00943358 0.00255248 -0.00168678 0.00578494 -0.000432162 -0.0281842 0.0193201 internal_weight=1268.63 1260.91 380.17 880.738 48.3 30.7258 832.438 82.2162 352.408 151.998 200.409 750.221 17.5743 27.763 internal_count=8666 8627 1606 7021 1011 648 6010 423 1488 650 838 5587 363 118 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=20 num_cat=0 split_feature=0 1 7 7 0 1 2 2 7 7 1 7 0 7 2 1 1 3 0 split_gain=8.35212 4.35853 7.52495 3.19212 3.95779 5.70188 4.52112 3.66699 3.03351 2.98194 2.96081 2.70819 2.31613 1.83084 1.57218 1.34237 2.27099 1.64645 1.11689 threshold=528.50000000000011 5.4500000000000011 0.52765000000000006 0.70025000000000015 603.50000000000011 6.7500000000000009 5.5000000000000009 5.5000000000000009 0.75045000000000017 0.77640000000000009 4.6500000000000012 0.69120000000000015 530.50000000000011 0.61225000000000007 4.5000000000000009 12.15 10.850000000000003 6.5000000000000009 501.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 11 5 6 -5 9 -9 -6 -1 12 -2 -14 -7 16 18 -18 -3 right_child=3 15 -4 4 7 14 -8 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 leaf_value=-0.025455811797416013 0.022874241556234281 -0.0084686158388785123 0.057073964708824969 -0.018586786592373769 0.0088431350699457231 0.0032562078734529477 0.0150390887666639 0.025481159629670808 -0.0027982600969799543 0.039390820181387579 0.013398489969411368 -0.023484106396342901 -0.00076464892800715337 0.0065370548826413528 0.033645766222586887 -0.036750161961518889 -0.007518871792107704 0.025919553971479811 -0.01847162775735665 leaf_weight=9.1464103609323555 10.200001504272221 50.704419894143939 5.1220777854323378 36.942440569400787 14.726800069212912 7.6636425331234959 12.568362310528753 12.322387441992758 31.534120917320251 20.31315104663372 8.4341371618211252 11.150988899171351 820.79415893927217 94.864949770271778 10.728888131678103 5.6758227571845046 7.8024334069341403 5.2671145051717758 79.676955450326204 leaf_count=105 93 988 49 220 62 56 64 52 136 84 102 57 4721 498 64 124 127 90 927 internal_value=-0.000578377 -0.010789 0.00917744 0.00104428 0.00787358 -0.000919175 -0.00982309 0.0154206 0.00542688 0.0272924 -0.00682875 -2.7583e-05 0.000274564 0 0.022062 -0.0139028 -0.012716 0.0064861 -0.0147136 internal_weight=1255.64 171.829 22.7026 1083.81 146.8 67.9033 49.5108 78.8965 43.8565 35.04 17.5805 937.01 925.859 915.659 18.3925 149.127 143.451 13.0695 130.381 internal_count=8619 2512 256 6107 738 404 284 334 188 146 207 5369 5312 5219 120 2256 2132 217 1915 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=21 num_cat=0 split_feature=0 1 1 5 4 0 7 1 7 7 7 7 1 1 7 7 2 0 0 0 split_gain=5.80686 3.08891 2.90634 6.43852 6.7647 3.81632 4.24145 4.60329 4.42786 3.56098 3.11604 2.83129 2.598 2.4019 2.82232 3.45847 1.70283 4.7317 2.61034 1.48699 threshold=564.50000000000011 12.15 6.5500000000000007 4.5000000000000009 4.5000000000000009 566.50000000000011 0.7209000000000001 3.4500000000000006 0.61225000000000007 0.33785000000000004 0.45515000000000005 0.42965000000000003 7.3500000000000005 6.2500000000000009 0.77640000000000009 0.52985000000000015 3.5000000000000004 543.50000000000011 541.50000000000011 583.50000000000011 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 13 5 4 9 -2 8 -8 -7 -4 -6 19 -13 16 15 -15 17 -1 -18 -5 right_child=2 -3 3 11 10 6 7 -9 -10 -11 -12 12 -14 14 -16 -17 18 -19 -20 -21 leaf_value=-0.012906584126250618 0.02712996703703029 -0.037441580934332266 -0.017349624260229093 -0.019555225201747586 0.052106114951884532 0.0010715811794196257 0.0026256777570500532 -0.019620566919326114 0.013119119632454358 0.016775637747199663 0.018117001063183601 0.023722756110283853 -0.0035629896588067799 0.0014774057114589538 0.028928431851858422 -0.013235926493635464 -0.0018608489351373859 0.026258912220243485 -0.016416249239089135 0.00059609747385541527 leaf_weight=18.766412850469354 13.699525550007818 5.8245529849082223 10.86444114148617 18.94142959266901 16.771354347467426 509.20183399319649 45.046255514025688 45.880371019244194 89.025843903422356 20.326179921627045 14.385882496833799 15.797580942511557 17.129209242761135 205.39709462784231 6.9303070642054072 48.438960960134864 52.286479562520981 11.613941527903078 78.083934500813484 15.956127926707266 leaf_count=213 78 123 55 118 92 2445 198 216 404 96 76 85 103 2512 54 517 516 79 597 80 internal_value=0.000754343 -0.00397313 0.00318738 0.0100303 0.0214949 0.00190048 0.00135313 -0.00863642 0.00289169 0.00456396 0.0376196 -0.000595151 0.00969413 -0.00341131 -0.000420325 -0.00135161 -0.0081997 0.00226612 -0.0106753 -0.0104423 internal_weight=1260.37 427.342 833.026 130.172 62.3479 702.854 689.154 90.9266 598.228 31.1906 31.1572 67.8243 32.9268 421.517 260.766 253.836 160.751 30.3804 130.37 34.8976 internal_count=8657 4611 4046 705 319 3341 3263 414 2849 151 168 386 188 4488 3083 3029 1405 292 1113 198 is_linear=0 shrinkage=0.05 Tree=70 num_leaves=15 num_cat=0 split_feature=7 7 1 1 2 1 5 3 2 7 1 1 1 1 split_gain=3.52738 4.09914 3.18365 2.86436 2.51952 2.7371 4.92886 2.97575 2.43482 2.2301 2.0834 1.48907 1.31483 0.471395 threshold=0.10625000000000001 0.11900000000000001 5.3500000000000005 6.5500000000000007 4.5000000000000009 7.7500000000000009 6.5000000000000009 8.5000000000000018 3.5000000000000004 0.87935000000000008 6.8500000000000005 7.6500000000000012 3.8500000000000001 8.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 12 -4 5 7 -7 -3 13 10 -6 -10 -1 -5 right_child=1 4 3 8 9 6 -8 -9 11 -11 -12 -13 -14 -15 leaf_value=-0.012226521195737068 0.027046027825969446 -0.00031361274614316131 0.017569994360651264 -0.039269346990066123 -0.00036956717693616066 -0.016079212727024002 0.0088150464316577547 -0.030201537644910931 -0.018083463941941057 0.017128622334203626 0.0066661093906346894 0.0076964159206855762 -0.049671864067781041 -0.015188882936775353 leaf_weight=5.3558671697974187 12.72743885591626 309.79076151177287 8.9033482745289785 6.2461832016706449 624.59205352142453 84.147461229935288 24.949046758934855 7.5721949934959403 7.9363805353641537 20.583900950849056 125.2796481102705 13.842382831498979 6.2749493345618248 7.1059297751635313 leaf_count=41 100 2264 88 109 3150 981 391 113 81 92 888 177 66 149 internal_value=-0.000691192 -0.000115767 -0.0128846 -0.00624056 -0.000431103 -0.00351314 -0.0103124 -0.00113506 -0.0127326 0.00127071 0.000806523 -0.00185996 -0.0351577 -0.0287535 internal_weight=1265.31 1209.64 55.665 44.0342 1196.92 426.459 109.097 317.363 35.1309 770.456 749.872 21.7788 11.6308 13.3521 internal_count=8690 7979 711 604 7879 3749 1372 2377 516 4130 4038 258 107 258 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=20 num_cat=0 split_feature=0 7 7 7 7 3 7 0 0 5 6 7 0 0 7 5 0 6 7 split_gain=4.3884 3.17744 5.45321 5.0472 4.28873 4.14459 3.65085 3.43421 3.18323 3.03631 4.75667 3.02646 2.65973 2.44613 1.92527 2.42256 1.52347 1.08461 0.183506 threshold=492.50000000000006 0.61225000000000007 0.59810000000000008 0.67075000000000007 0.70025000000000015 4.5000000000000009 0.91920000000000013 672.50000000000011 613.50000000000011 5.5000000000000009 1.5000000000000002 0.45725000000000005 557.50000000000011 566.50000000000011 0.11050000000000001 7.5000000000000009 579.50000000000011 1.5000000000000002 0.22810000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 7 5 8 12 -6 11 -5 18 14 -2 -3 -7 -11 -16 -4 -9 -1 right_child=1 3 16 4 6 13 -8 17 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=-0.020352793402340388 0.00068174605511558809 -0.014411466239591978 -0.044716065353136249 -0.028149254579058314 0.0062768445333068112 0.013845479690084803 -0.020755156868210233 0.028587304212122785 0.0019935337295412044 -0.037874867982050697 0.03192290752708931 -0.0057801087085540956 0.013051650900164569 0.053152846795526537 -0.016242443234680878 0.019678824275220632 -0.01376604537472001 0.006609910964215324 -0.044597255453601069 leaf_weight=5.4297538828104717 653.43164793401957 9.38712380081415 6.9381553120911148 19.44587379693985 143.73857628554106 8.7658817768096942 12.630961611866949 11.104847401380541 14.59452138841152 6.3936394155025509 5.4330192506313315 249.13412825763226 56.724996402859688 9.1222493946552259 18.343655137345198 5.172853047028183 12.226716816425322 13.374626114964483 6.3251754269003868 leaf_count=119 4440 75 59 122 748 79 58 54 60 156 99 1524 269 44 384 108 56 62 147 internal_value=-0.000360575 0.000218942 -0.00115141 0.00494932 0.00039779 0.0150817 0.00394351 -0.000585733 -0.015395 -0.0151759 -0.00721968 -0.0011008 0.00892108 0.0359082 -0.0152942 -0.00765663 -0.0268805 0.0175066 -0.0362641 internal_weight=1267.72 1220.62 946.21 274.41 190.41 84.0003 156.37 927.045 34.0404 47.0981 35.3432 902.566 66.1121 17.8881 29.9101 23.5165 19.1649 24.4795 11.7549 internal_count=8663 7650 6195 1455 988 467 806 6080 182 1013 747 5964 344 123 648 492 115 116 266 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=18 num_cat=0 split_feature=0 0 0 1 7 7 7 7 2 7 0 1 3 1 6 3 3 split_gain=4.96329 5.11185 3.20693 2.47109 3.41238 6.27274 2.77239 5.37282 4.42838 2.91404 3.08563 2.72653 2.41068 2.27517 3.31115 2.9302 2.00092 threshold=599.50000000000011 597.50000000000011 464.50000000000006 5.7500000000000009 0.6190500000000001 0.34210000000000007 0.61225000000000007 0.6412500000000001 5.5000000000000009 0.52985000000000015 672.50000000000011 2.2500000000000004 2.5000000000000004 6.6500000000000012 2.5000000000000004 7.5000000000000009 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 16 6 5 -5 9 -8 -9 10 -2 -11 -7 15 -15 -4 -1 right_child=3 -3 13 4 -6 12 7 8 -10 11 -12 -13 -14 14 -16 -17 -18 leaf_value=-0.037137759318064859 0.00015439671363494145 -0.027725487491880443 -0.0027481061117231058 -0.0030559711818931553 -0.0052667874315651337 0.017541064510453123 0.033821703983154879 0.015027640599095272 -0.0052397889972745854 -0.026259932978957942 0.020497691871653761 -0.002347350512779288 0.046460137472950865 3.0989953817344251e-05 0.016406036594830833 -0.021945654833816112 0 leaf_weight=9.3479841388761979 200.70613420009613 18.680487766861916 434.66868577897549 19.977480977773666 19.224359378218651 18.096505701541901 17.063512906432152 49.237583041191101 56.871927529573441 17.864029809832573 19.610442832112312 34.458381980657578 15.161189988255499 269.40982175804675 33.958477959036827 19.974855050444603 5.7912311274558297 leaf_count=237 868 95 2938 92 81 78 73 208 244 78 94 149 70 2749 273 209 150 internal_value=-0.000123099 -0.00253913 -0.0018891 0.00394838 0.0123905 0.0188387 0.00236299 0.00855785 0.00417064 -0.000438505 0.00207219 -0.0109448 0.0318417 -0.0014106 0.00192829 -0.00364884 -0.0239659 internal_weight=1260.1 791.832 773.151 468.272 72.4595 53.2352 395.812 123.173 106.11 272.639 220.317 52.3224 33.2577 758.012 303.368 454.644 15.1392 internal_count=8686 6651 6556 2035 321 240 1714 525 452 1189 962 227 148 6169 3022 3147 387 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=18 num_cat=0 split_feature=2 1 1 3 7 3 5 6 7 7 3 1 5 6 1 1 7 split_gain=2.82933 1.55116 2.39674 3.09317 2.84658 2.36628 2.02423 1.56723 1.48749 6.31184 1.79262 1.79366 1.47565 1.42687 1.03171 1.92169 0.0630802 threshold=6.5000000000000009 7.7500000000000009 8.5500000000000025 3.5000000000000004 0.37045000000000006 9.5000000000000018 3.5000000000000004 1.5000000000000002 0.10625000000000001 0.12645000000000003 5.5000000000000009 6.1500000000000012 2.5000000000000004 1.0000000180025095e-35 1.4500000000000002 4.7500000000000009 0.5182500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 -3 6 -4 -5 10 -10 11 -1 -2 -11 -14 16 -16 right_child=12 2 5 7 -6 -7 -8 -9 9 13 -12 -13 14 -15 15 -17 -18 leaf_value=-0.029168108542327559 -0.0049877680138306398 -0.014554186968660369 0.021514129181466016 -0.012809628186948127 0.014933143674504596 0.029042488194917948 -0.0033860960851250402 -0.034671149595759156 0.032812403237664788 -0.0029753533840527861 0.0092631240251647481 -0.00161024272862637 0.00079025977634990642 0.0015732297048625709 0.027608443378260947 0.0012477536961195306 0.017549216639907102 leaf_weight=12.312858384102585 13.306099399924276 14.593235678970816 7.7663911432027808 31.652839757502079 16.186806064099073 5.6532133594155303 112.98558110930026 12.175537798553703 14.322526235133408 227.62380771897733 8.1391261573880893 11.563228787854312 14.923497438430784 696.85763650946319 14.749099239706991 15.662747114896773 18.637081578373909 leaf_count=110 60 129 58 377 119 111 1397 120 96 1572 107 118 68 3934 64 73 80 internal_value=0.000394738 -0.000215696 -0.00420523 -0.0112471 0.000777412 0 -0.00157997 -0.0196322 0.000608692 0.000979377 -0.00981014 -0.016624 0.0095996 0.00044588 0.0127408 0.0161884 0.0228122 internal_weight=1249.11 1171.83 201.014 74.6084 30.78 126.405 120.752 43.8284 970.819 938.804 32.0152 23.8761 77.2785 924.481 63.9724 49.0489 33.3862 internal_count=8593 8248 2311 745 248 1566 1455 497 5937 5602 335 228 345 5506 285 217 144 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=17 num_cat=0 split_feature=7 7 1 7 1 1 1 1 7 1 7 3 6 5 1 7 split_gain=2.64225 3.43422 2.52881 3.07447 2.6511 4.77129 2.65087 2.42499 2.17223 4.16137 2.95994 2.28377 1.7575 1.47822 1.38016 0.649971 threshold=0.77120000000000011 0.73205000000000009 2.1500000000000008 0.86205000000000009 3.8500000000000001 6.2500000000000009 4.4500000000000011 4.1500000000000012 0.10625000000000001 5.3500000000000005 0.13060000000000002 3.5000000000000004 3.5000000000000004 4.5000000000000009 3.9500000000000006 0.75045000000000017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -2 4 -4 -6 -5 -3 9 14 11 -10 -12 -11 -1 -9 right_child=2 7 3 6 5 -7 -8 15 10 13 12 -13 -14 -15 -16 -17 leaf_value=-0.011221278864509444 0.024204890624453659 -0.029985464601610685 0.031022539513346388 -0.027629951405407457 -0.013597708280602647 0.025895843020333837 0.0040892337095904934 -0.011338444719214698 0.035943410783326947 0.013853635196859554 -0.00019359598586630338 0.0049215754895910822 0.0088271523716877773 -0.0069615528758531671 -0.049213798331630164 0.0063296665036186601 leaf_weight=5.2618462480604631 19.472751259803772 15.139263164252041 12.02898135781288 10.503049291670324 16.593225628137592 12.48243263363838 14.390010580420492 10.002232722938063 9.1762250736355799 10.122361019253729 996.0107672829181 16.260796928778291 56.047069355845451 34.914488902315497 6.3566100560128689 8.6383573822677118 leaf_count=41 86 71 54 48 88 78 74 61 56 110 6814 141 291 510 71 53 internal_value=0.00035083 -0.000269193 0.00878623 0.00386891 0.0122101 0.00348825 -0.00965105 -0.0157472 0.000200869 -0.0092489 0.000710494 0.0172379 0.000290151 -0.00197528 -0.0346566 -0.00299078 internal_weight=1253.4 1167.93 85.4705 65.9977 41.1046 29.0757 24.8931 33.7799 1134.15 56.6553 1077.49 25.437 1052.06 45.0368 11.6185 18.6406 internal_count=8647 8219 428 342 220 166 122 185 8034 732 7302 197 7105 620 112 114 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=18 num_cat=0 split_feature=6 1 4 1 1 3 7 7 5 3 7 3 5 3 7 1 5 split_gain=2.75687 4.51395 3.89743 4.84605 3.79598 4.2951 5.9326 3.67097 2.35165 6.19146 2.44622 1.92578 1.99972 2.80049 2.56315 1.0627 0.473454 threshold=1.0000000180025095e-35 10.950000000000001 4.5000000000000009 10.850000000000003 1.8500000000000003 3.5000000000000004 0.54125000000000012 0.29415000000000008 4.5000000000000009 2.5000000000000004 0.23575000000000004 8.5000000000000018 4.5000000000000009 2.5000000000000004 0.45725000000000005 7.9500000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 4 8 -1 7 -7 -6 9 -4 -10 12 13 -2 -14 -13 -3 right_child=1 16 3 -5 5 6 -8 -9 10 -11 -12 15 14 -15 -16 -17 -18 leaf_value=0.026119763311691399 0.0028237460701512908 -0.039737512750256998 0.017726694874438273 0.026696078084543936 -0.029948109047375888 0.024069441294434189 -0.015989058295071849 -0.0019477552364478132 -0.0035326506369842622 -0.013265015366875927 -0.018539043791207174 -0.02462412283201737 0.007013745881801728 -0.0051993434453271306 -0.00057215207062699235 0.0016977339141433794 -0.014735326230080011 leaf_weight=14.103691726922987 236.51914643868804 5.3103757873177511 23.526605881750584 8.3096140362322313 14.510300628840922 28.776191096752882 12.428970754146574 50.271706961095333 40.364481598138809 45.822124425321817 92.192220445722342 10.021480875089763 268.47372792474926 199.23902172967792 187.57262301817536 5.1736758872866622 6.8373522609472275 leaf_count=64 1091 66 133 162 84 228 79 258 471 354 914 124 2027 1157 1200 82 119 internal_value=-0.000567748 0.000836336 -0.00448074 -0.00857709 0.00266012 -0.000629881 0.0117753 -0.00865539 -0.0101779 -0.00257745 -0.0140676 0.00126189 0.00157561 -0.000836659 0.00388829 -0.0158018 -0.0282364 internal_weight=1249.45 919.147 330.306 210.215 120.091 105.987 41.2052 64.782 201.905 69.3487 132.557 907 891.805 435.758 456.046 15.1952 12.1477 internal_count=8613 5866 2747 2034 713 649 307 342 1872 487 1385 5681 5475 2248 3227 206 185 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=22 num_cat=0 split_feature=0 2 0 0 2 7 5 7 0 7 0 5 7 3 4 7 7 7 7 0 7 split_gain=3.74065 3.08589 8.50168 3.37552 3.06821 2.79577 3.84598 3.71631 3.61488 3.46418 2.99555 2.45028 6.34722 3.30028 2.30972 1.63254 1.4239 2.46502 0.893227 0.684853 0.081149 threshold=546.50000000000011 3.5000000000000004 554.50000000000011 564.50000000000011 6.5000000000000009 0.5495000000000001 3.5000000000000004 0.47415000000000007 537.50000000000011 0.6190500000000001 538.50000000000011 5.5000000000000009 0.13060000000000002 4.5000000000000009 4.5000000000000009 0.68500000000000016 0.43885000000000007 0.6412500000000001 0.36595000000000005 512.50000000000011 0.31325000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -4 11 6 -1 14 9 19 -9 13 -13 -3 -8 -11 20 -18 -5 -7 -6 right_child=1 4 3 18 16 8 7 10 -10 15 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=-0.029738984266843502 0.054840415086380746 0.00069853389567394635 -0.019322126275059227 0.022664014584078806 -0.0013188213437932631 -0.037576584406929292 0.0086873968126478848 0.0074570407347048428 -0.034815538714045462 0.019301936884003286 0.048598991621323064 0.03372672772230996 -0.0067899171396660967 0.010020376105142259 -0.005126202995472208 -0.0057063378310160022 0.025509537678212485 0.002795390806875566 0.0039638747645140164 -0.012212941748429578 0.0041282101680436547 leaf_weight=10.585636556148527 9.4102317392826063 567.24087568372488 10.450242072343825 11.876487269997599 12.509701758623125 5.7410796117037526 36.148913221433759 19.582635426893834 14.526929184794424 10.780681915581228 5.0955150797963134 9.2572756335139257 162.34350324422121 113.45758625864983 159.37849528156221 13.433032210916279 28.822364680469036 21.274455927312374 15.292455092072485 8.3089511431753618 11.441533952951429 leaf_count=114 66 2819 80 65 55 100 371 243 125 118 42 62 965 677 2195 122 128 95 81 86 50 internal_value=0.000955169 0.00243062 0.0148049 0.0035001 0.00178171 -0.00408239 -0.00165765 -0.000156795 -0.0143621 -0.00578055 0.0177085 0.000920778 -0.00439247 0.00227204 -0.00251571 0.00555373 0.0114802 0.0162049 0.0128302 -0.0247173 0.00114401 internal_weight=1256.96 973.377 47.0294 37.6192 926.347 283.582 230.791 220.206 52.7907 38.2637 24.6782 852.299 171.601 680.698 195.527 24.2137 74.0481 50.0968 27.1689 14.05 23.9512 internal_count=8659 5143 292 226 4851 3516 2965 2851 551 426 285 4523 1027 3496 2566 240 328 223 146 186 105 is_linear=0 shrinkage=0.05 Tree=77 num_leaves=20 num_cat=0 split_feature=1 7 7 6 3 1 7 7 7 7 1 1 7 7 7 7 1 3 3 split_gain=6.78536 3.57107 4.01843 3.96274 2.56018 2.48498 2.32742 4.12567 4.74643 3.16538 2.17639 1.842 2.54915 2.80647 1.96261 1.72234 1.20573 0.762142 1.30439 threshold=7.3500000000000005 0.22265000000000004 0.10625000000000001 2.5000000000000004 2.5000000000000004 6.0500000000000007 0.75675000000000014 0.54375000000000007 0.47715000000000007 0.46010000000000006 8.8500000000000032 7.2500000000000009 0.24670000000000003 0.25675000000000003 0.23800000000000002 0.066400000000000015 3.9500000000000006 5.5000000000000009 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=1 2 5 4 -4 16 7 8 9 -2 -10 12 14 -14 -3 -7 -1 18 -9 right_child=6 11 3 -5 -6 15 -8 17 10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 leaf_value=-0.0025000974321298607 -0.0067461002584121134 -0.0038927939665984075 0.026964662231047189 -0.0088018966944271287 0.010293986370482611 0.024281343731277709 0.013757551864921683 -0.02538223527080205 0.003095306533905899 -0.039759449646836253 0.036344369838334667 0.021557677285843846 0.020459355713558183 0.00016482252156564209 -0.029528056753627369 -0.008826629715459949 -0.032038850574602776 -0.033853345973704645 -0.0032869851946065679 leaf_weight=6.1090772561728981 167.52742238901556 21.639716919511557 35.174983270466328 18.145203597843647 74.845155986025929 6.4164286684244853 11.07899998873472 17.517472352832559 13.100917119532825 6.7382900305092326 7.4929829463362685 9.0715416949242336 16.425009686499834 792.45767442323267 11.201371129602192 7.2640713881701231 9.1328574120998365 12.428939092904328 11.863449662923811 leaf_count=49 1986 130 188 98 513 80 73 128 114 66 88 73 93 4477 65 67 102 158 120 internal_value=-0.000230457 0.00158927 0.00849148 0.0122919 0.0158637 -0.00803015 -0.00763015 -0.00870606 -0.00555119 -0.00827072 0.0165472 0.000300528 4.01907e-05 0.000607846 -0.0133983 0.00695732 -0.0213902 -0.0228198 -0.017027 internal_weight=1255.63 1007.88 157.088 128.165 110.02 28.9224 247.748 236.669 194.86 174.266 20.5939 850.795 841.724 808.883 32.8411 13.6805 15.2419 41.8099 29.3809 internal_count=8668 5935 1097 799 701 298 2733 2660 2254 2052 202 4838 4765 4570 195 147 151 406 248 is_linear=0 shrinkage=0.05 Tree=78 num_leaves=19 num_cat=0 split_feature=7 7 7 7 3 1 1 1 4 7 7 1 1 7 7 7 4 1 split_gain=2.05743 3.83165 3.30046 7.45937 3.55614 5.47437 3.85907 2.93945 2.55085 2.5079 1.84102 1.83869 2.23063 1.57418 1.30413 2.42959 2.04254 0.479788 threshold=0.10625000000000001 0.19925000000000001 0.38515000000000005 0.39245000000000008 1.5000000000000002 2.5500000000000003 7.7500000000000009 9.2500000000000018 3.5000000000000004 0.18855000000000002 0.12645000000000003 5.3500000000000005 4.0500000000000007 0.19405000000000003 0.021650000000000006 0.047200000000000013 5.5000000000000009 8.7500000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 8 4 -4 5 -3 -6 -5 -2 10 -10 12 -1 -11 17 -16 -17 -13 right_child=1 2 3 7 6 -7 -8 -9 9 13 -12 14 -14 -15 15 16 -18 -19 leaf_value=-0.00082848728314202636 0.032258903161593092 -0.012470132069367836 0.038587572383419678 0.001298230831082694 -0.002749065478701386 0.015568987222951436 -0.017400594074114054 0.016797381239424546 0.016992249841962785 0.03750923834867266 0.00062092834088397315 -0.028058744445584399 -0.047016304102609735 0.0073820625096573085 0.024422937053767951 0.005698494044371164 -0.021493124053058314 -0.0048981288338779813 leaf_weight=5.0915994830429536 10.778925772756336 24.852054312825203 13.268888726830481 658.39862196519971 232.80588692612946 52.020253159105778 55.263607788830996 31.190426461398602 21.153495149686933 9.4094535969197768 79.957092430442572 5.0054971314966661 5.009533129632473 9.3272777758538705 7.7526090182363978 15.243044320493938 10.915422670543192 5.3838649727404118 leaf_count=42 56 108 93 3859 1551 270 659 358 162 65 631 87 61 70 110 152 154 116 internal_value=0.00133585 0.0017734 0.00077535 0.00278091 -0.00307064 0.00639628 -0.0056276 0.00202981 0.00982607 0.00751687 0.00422783 -0.00807094 -0.026357 0.023899 -0.00330129 0.00143867 -0.00583754 -0.0179796 internal_weight=1252.83 1198.43 1067.8 702.858 364.942 76.8723 288.069 689.589 130.626 119.847 101.111 54.4016 10.1011 18.7367 44.3004 33.9111 26.1585 10.3894 internal_count=8604 7882 6898 4310 2588 378 2210 4217 984 928 793 722 103 135 619 416 306 203 is_linear=0 shrinkage=0.05 Tree=79 num_leaves=24 num_cat=0 split_feature=0 7 1 7 4 1 7 5 0 0 6 1 4 7 1 7 1 7 7 7 0 0 5 split_gain=3.88175 2.83228 9.37083 3.71907 5.83039 4.54017 3.2183 8.19749 4.15178 2.89739 3.10662 2.70223 2.44126 2.01909 2.93219 2.65382 2.1599 1.83603 4.13031 2.23081 0.538892 0.325545 0.187192 threshold=506.50000000000006 0.26945000000000002 0.45000000000000007 0.34210000000000007 3.5000000000000004 4.9500000000000011 0.24670000000000003 4.5000000000000009 516.50000000000011 550.50000000000011 1.0000000180025095e-35 4.0500000000000007 3.5000000000000004 0.23320000000000005 9.9500000000000011 0.13060000000000002 8.0500000000000025 0.37045000000000006 0.41135000000000005 0.49070000000000008 481.50000000000006 489.50000000000006 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 -2 4 11 -6 8 -8 -4 10 -5 -3 -11 14 15 16 -1 20 -19 -20 -15 -17 -16 right_child=1 3 6 9 5 -7 7 -9 -10 12 -12 -13 -14 17 22 21 -18 18 19 -21 -22 -23 -24 leaf_value=-0.028161787879290065 -0.046208295293373287 -0.0019314834975067985 -0.024654438119876842 -0.018534527275952999 -0.0034455430377084845 -0.023304508044376823 -0.0055987085313768704 0.039553147742436429 0.0053902268032079148 -0.0044749598628566279 -0.0013299131981665867 0.031936860342943102 0.002996527446529315 -0.015734118151593882 -0.028965923489248365 0.035112521081151364 0.012122938163798712 0.026991618767198817 -0.040033030756125368 -0.0065413950635888956 -0.03887379971488724 0.011746309834277333 -0.010132556014339017 leaf_weight=5.3949005249887723 7.8199898600578299 11.689206540584566 11.102119892835615 38.599141802638769 59.638371124863625 56.665417451411486 17.648825366050005 21.213978480547667 219.44525412097573 137.71080525964499 80.415499784052372 10.168141603469847 510.38968520611525 7.3237697128206518 5.5906007755547744 5.2153981793671829 5.8845787160098553 5.214660149067643 7.2249165941029814 15.040648274123667 9.9624257236719114 5.0730584338307381 5.0515661630779505 leaf_count=115 35 52 159 393 311 444 98 145 1439 635 726 55 2677 164 117 102 122 101 138 257 181 78 115 internal_value=-0.000644587 6.36725e-05 0.00448027 -0.00128679 -0.00880727 -0.01328 0.0061355 0.0192968 0.00382159 7.08761e-05 -0.00705936 0.0143134 0.00139681 -0.0114502 -0.00163435 0.00877102 -0.00746208 -0.0182136 -0.00935571 -0.0188775 -0.03074 0.0260952 -0.0220939 internal_weight=1259.48 1182.51 277.23 905.276 138.161 116.304 269.41 38.8628 230.547 767.115 119.015 21.8573 648.1 76.9765 32.2101 21.5679 11.2795 44.7664 27.4802 22.2656 17.2862 10.2885 10.6422 internal_count=8659 7169 1876 5293 862 755 1841 243 1598 4431 1119 107 3312 1490 649 417 237 841 496 395 345 180 232 is_linear=0 shrinkage=0.05 Tree=80 num_leaves=24 num_cat=0 split_feature=7 7 1 7 7 0 4 5 1 1 0 4 1 0 0 1 1 5 1 2 2 1 0 split_gain=3.06565 6.66176 6.48773 4.8236 5.65099 5.1642 4.64454 4.50396 4.3331 3.88026 3.34968 3.31 5.59469 3.32868 3.12683 2.7346 2.03143 2.0047 1.7 3.5656 1.60084 1.55715 0.737427 threshold=0.34210000000000007 0.30465000000000003 0.45000000000000007 0.45725000000000005 0.48285000000000006 537.50000000000011 3.5000000000000004 4.5000000000000009 3.3500000000000001 9.9500000000000011 591.50000000000011 3.5000000000000004 4.9500000000000011 642.50000000000011 526.50000000000011 4.0500000000000007 5.4500000000000011 4.5000000000000009 9.4500000000000011 3.5000000000000004 3.5000000000000004 7.4500000000000011 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=1 2 -1 5 7 18 -3 15 17 10 -6 12 -7 -13 -11 -5 -10 -4 19 -2 -8 -22 -9 right_child=3 6 8 4 9 11 20 22 16 14 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 leaf_value=-0.036907188133222489 -0.025945489689907821 0.0113879095137473 0.020870282643965437 0.014184720622858391 -0.0045468091570301013 -0.016467583304209474 0.00010285460281933383 -0.018663849828610923 -0.0079549326675182608 0.0013464646205923088 0.0037346482033726348 0.011425563222455873 0.025140803684841929 0.037100954024667274 0.051730342762586284 -0.016989288662667312 0.00079642904994549455 0.0028239892846850523 -0.027406125675623103 0.0096607257787253778 -0.019675367009778722 -0.041812880980350103 -0.039783191139710183 leaf_weight=10.940309479832647 9.8143594451248664 11.523229692131279 32.437575526535511 12.949670255184175 215.25713280029595 24.067440383136272 6.8610500767827025 12.245995659381153 95.039429347962141 6.2136225402355176 279.36307311058044 156.13076025992632 10.89426203817129 13.305282175540922 5.6707762256264687 13.139715863391755 211.12581441923976 30.521647661924362 8.6469944287091476 18.968255151063204 46.277396518737078 11.143938481807707 13.245743751525877 leaf_count=49 152 55 149 63 1633 109 91 131 613 106 1228 902 60 57 42 81 2151 160 140 238 279 115 70 internal_value=-8.42919e-05 -0.00335633 -0.00062682 0.00177606 -0.000774017 0.00766065 -0.0167898 -0.0163807 0.000531779 0.000834617 0.000118594 0.010795 -0.00302457 0.013677 0.0279248 -0.00137883 -0.00192093 0.0123808 -0.00916124 -0.00277598 -0.0220146 -0.0246994 -0.0309139 internal_weight=1255.78 455.87 380.065 799.913 558.086 241.827 75.8056 51.5811 369.124 506.505 494.62 204.398 34.9617 169.436 11.8844 26.0894 306.165 62.9592 37.4296 28.7826 64.2824 57.4213 25.4917 internal_count=8674 3662 3122 5012 3354 1658 540 345 3073 3009 2861 1128 169 959 148 144 2764 309 530 390 485 394 201 is_linear=0 shrinkage=0.05 Tree=81 num_leaves=20 num_cat=0 split_feature=0 7 6 0 0 7 2 3 6 5 7 7 0 0 0 3 0 5 0 split_gain=6.5387 4.26551 3.88358 2.74653 2.89552 2.26235 1.59313 1.52693 1.62137 1.22521 1.14746 0.743078 3.76931 1.19219 3.17338 2.53894 1.67498 2.27216 2.04281 threshold=614.50000000000011 0.77120000000000011 1.0000000180025095e-35 603.50000000000011 600.50000000000011 0.7440500000000001 4.5000000000000009 4.5000000000000009 2.5000000000000004 4.5000000000000009 0.49665000000000009 0.25435000000000008 636.50000000000011 625.50000000000011 623.50000000000011 1.5000000000000002 645.50000000000011 4.5000000000000009 649.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 -1 -4 8 -5 -8 -6 12 -2 14 15 -13 17 -15 -18 right_child=11 2 6 7 10 -7 9 -9 -10 -11 -12 13 -14 16 -16 -17 18 -19 -20 leaf_value=-0.0022530830742577669 -0.015768000859095181 -0.011343220529588255 0.0053177118409012325 -0.017300958858876166 0.0041137911687223038 -0.024144743210792227 0.012737524532138859 0.0041009434489813375 0.0022203921439060853 0.038704969879195666 0.025318288657954238 -0.0079896530559854361 0.017191796407886661 0.0052541479710998176 0.0324998007182054 0.013246698753401726 0.026137472075482983 -0.010012287559798357 0.0062588837360851848 leaf_weight=739.20045879855752 18.496676996350288 12.012685984373091 12.734064750373362 62.306202784180641 15.705288842320444 11.063741162419317 10.104899659752848 12.678530514240263 11.99993324279785 12.461874932050703 11.284735471010206 18.98175735771656 14.598422512412069 74.821124613285065 14.493987381458281 46.072958901524544 14.337428838014601 34.889243274927139 101.9810421615839 leaf_count=6348 78 75 81 289 76 76 49 60 54 65 53 80 61 306 59 195 58 144 449 internal_value=2.88026e-05 -0.00217153 0.0122723 -0.00298132 -0.00202281 -0.00261427 0.0205374 -0.011369 -0.0140944 0.0283234 0.013746 0.00595478 -0.0010048 0.00672566 0.0120109 0.00694748 0.00479882 0.000307487 0.00895365 internal_weight=1250.23 911.552 47.3135 864.239 777.254 750.264 35.3008 86.9847 74.3061 22.5668 26.99 338.673 33.0951 305.578 79.5487 65.0547 226.029 109.71 116.318 internal_count=8656 7226 270 6956 6553 6424 195 403 343 114 129 1430 139 1291 334 275 957 450 507 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=27 num_cat=0 split_feature=0 7 0 7 0 7 3 3 3 5 3 0 0 5 7 7 2 3 5 3 7 0 7 0 7 0 split_gain=2.72595 3.95859 2.79426 3.14213 2.77751 2.64266 2.51638 2.52483 1.53027 1.52555 2.71867 2.18762 3.85928 2.47843 2.04405 5.17676 2.93914 2.30119 2.25234 2.46508 1.66542 1.47402 3.37873 3.17645 1.36067 0.974457 threshold=522.50000000000011 0.18295000000000003 477.50000000000006 0.61570000000000014 466.50000000000006 0.15775000000000003 5.5000000000000009 4.5000000000000009 4.5000000000000009 5.5000000000000009 5.5000000000000009 550.50000000000011 533.50000000000011 3.5000000000000004 0.24960000000000002 0.48285000000000006 5.5000000000000009 3.5000000000000004 6.5000000000000009 2.5000000000000004 0.14545000000000002 551.50000000000011 0.14865000000000003 546.50000000000011 0.68500000000000016 488.50000000000006 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 5 4 8 -3 6 7 -1 -4 10 21 12 -12 -13 18 17 -17 -16 19 -11 -20 23 -23 -2 -5 -8 right_child=9 2 3 24 -6 -7 25 -9 -10 14 11 13 -14 -15 15 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 leaf_value=9.4598537652163884e-05 0.0021325433322530564 -0.010389005947207005 -0.029345917583194842 0.024591229854939819 0.028433728411814331 0.035489074275516681 -0.023784649499330044 0.039459592938947519 -0.012863742605392798 0.016676446691494585 0.023526786537828494 -0.0019649066492170575 -0.01517637720650903 0.021291285783263079 -0.020658152307636582 -0.0014925407726427294 0.019134833747974894 -0.0044494178128979571 0.035101046975651778 -0.0088865926287159634 0.0051040608697114926 -0.015972026190979326 0.0013585227565437539 0.025906167323200571 -0.0081974249594837633 -0.00018733972453424094 leaf_weight=11.893852170556785 60.001498065888882 9.8955292105674761 26.849312137812376 5.2378955967724306 6.9345565624535075 5.6741114482283583 7.9938438553363111 5.4107317738234988 38.148385452106595 12.681107856333254 8.9862173609435576 14.381644517183302 17.081786382943392 46.536831699311733 48.082454957067966 69.680310819298029 21.759011767804623 42.47772666439414 8.286189794540407 29.229695774614811 10.961816839873789 28.315373234450817 678.86998306214809 17.670868009328842 5.363754115998745 9.3992250021547061 leaf_count=193 501 248 367 65 125 87 197 92 614 73 91 81 161 279 302 485 111 338 64 215 79 163 3335 132 56 154 internal_value=0.00051944 -0.00621843 -0.0119043 -0.0159874 0.00602439 0.00665137 0.000933423 0.0141595 -0.0200895 0.00133128 0.00231037 0.0106542 -0.00127355 0.0157771 -0.00215387 -0.00482191 0.00351578 -0.0132416 0.00565523 -0.000826988 0.0193604 0.00136688 0.000635982 0.00786526 0.00829461 -0.012008 internal_weight=1247.8 132.801 92.4294 75.5993 16.8301 40.3718 34.6977 17.3046 64.9977 1115 871.844 86.9865 26.068 60.9185 243.158 182 91.4393 90.5602 61.1588 41.9108 19.248 784.858 707.185 77.6724 10.6016 17.3931 internal_count=8608 2198 1475 1102 373 723 636 285 981 6410 4743 612 252 360 1667 1236 596 640 431 288 143 4131 3498 633 121 351 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=12 num_cat=0 split_feature=0 1 7 4 1 6 7 7 6 4 1 split_gain=3.07945 2.16183 2.52533 2.28476 1.86574 1.72628 1.48691 3.16235 2.13823 1.3841 0.713997 threshold=492.50000000000006 11.050000000000002 0.04080000000000001 7.5000000000000009 7.2500000000000009 1.0000000180025095e-35 0.18045000000000003 0.31120000000000009 1.0000000180025095e-35 5.5000000000000009 10.350000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 9 5 -1 -4 10 -8 -9 -2 -6 right_child=1 -3 3 -5 6 -7 7 8 -10 -11 -12 leaf_value=-0.031308484020652998 0.0047857010085353901 -0.02133917016585915 -0.0019541541686178229 0.026121478692435932 -0.026355284091797992 0.0024292627854401137 0.024013290389631292 0.0077255334937588018 -0.028891603835076465 0.041304320052817062 -0.0017110228556597999 leaf_weight=8.6774074509739858 5.5822502300143224 9.2013824880123121 299.31585989892483 8.382474906742571 8.7970918212085945 880.69528353959322 8.734566969797017 6.4304383583366853 7.6988670472055674 5.1918931026011705 5.0588801745325318 leaf_count=184 66 108 2135 81 200 5184 189 152 167 70 126 internal_value=0.0010623 0.00155011 0.00174754 0.00151345 -0.0115679 0.00131244 -0.006064 0.00166942 -0.012487 0.0248216 -0.018415 internal_weight=1253.77 1208.37 1199.17 1188.39 45.3973 1180.01 36.7198 22.8639 14.1293 10.7741 13.856 internal_count=8662 7644 7536 7400 1018 7319 834 508 319 136 326 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=10 num_cat=0 split_feature=0 1 1 7 0 7 2 0 7 split_gain=3.39943 2.58871 2.45204 1.86566 3.68022 2.96437 1.24053 0.765135 1.66503 threshold=456.50000000000006 1.0000000180025095e-35 0.75000000000000011 0.25675000000000003 558.50000000000011 0.10625000000000001 5.5000000000000009 642.50000000000011 0.51305000000000012 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 7 6 5 -5 -4 -3 -2 -9 right_child=1 2 3 4 -6 -7 -8 8 -10 leaf_value=-0.027802317235212554 0.02227739154226923 -0.025455436037730907 -0.0066620009545815678 -0.0060860980393772244 0.0012136943853868977 0.0064904815641995961 -0.003654305413625289 0.019917561486107491 -0.0068255472392590392 leaf_weight=9.6955933291465026 14.520245090126989 12.571840994060041 51.537363842129707 230.68184465914965 675.01339910179377 227.09309874847531 14.537485122680662 10.620002657175066 10.536218017339705 leaf_count=296 63 57 638 2474 3370 1627 64 49 52 internal_value=0.000258147 0.000502408 0.000101951 0.000452083 -0.00064472 0.0040247 -0.0144883 0.0135905 0.00666635 internal_weight=1256.81 1247.11 1211.44 1184.33 905.695 278.63 27.1093 35.6765 21.1562 internal_count=8690 8394 8230 8109 5844 2265 121 164 101 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=15 num_cat=0 split_feature=0 3 3 3 6 0 4 0 0 0 5 0 3 0 split_gain=4.08059 3.52729 1.76449 1.91777 1.48881 3.70223 2.76045 1.59558 1.76982 1.01715 0.881698 0.806154 0.680754 0.524281 threshold=494.50000000000006 8.5000000000000018 4.5000000000000009 5.5000000000000009 2.5000000000000004 535.50000000000011 4.5000000000000009 667.50000000000011 530.50000000000011 483.50000000000006 5.5000000000000009 680.50000000000011 6.5000000000000009 479.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 13 -4 7 -6 -7 8 -2 12 -3 -9 -5 -1 right_child=1 10 3 9 5 6 -8 11 -10 -11 -12 -13 -14 -15 leaf_value=-0.015874534947372534 0.0064076539402388669 -0.0090901203985158802 0.010749834847155285 -0.035659209084986564 -0.032520940142074274 -0.0079671688688042752 0.0041454053880990065 0.019571108505099355 -0.00033596400901678473 0.00011559914189833466 -0.033013300734639199 0.0041747713009948626 -0.013312450262722073 -0.043555094347519085 leaf_weight=5.9887944627553207 109.02749844267964 9.6270709279924649 8.3750791214406473 5.3609947673976484 9.7208341807126981 98.160119138658047 88.060915522277355 15.019991159439085 832.66578665003181 7.460594091564416 8.3943486772477609 21.965188667178154 15.752945885062216 5.2778080124408007 leaf_count=132 1302 112 169 126 101 457 476 71 4752 160 116 106 373 113 internal_value=-0.000873167 -0.00028642 -0.0149842 -0.00904073 5.51678e-05 -0.00390716 -0.00222107 0.00085675 0.000445465 -0.0151777 -0.0216461 0.0109096 -0.0205685 -0.0317426 internal_weight=1240.86 1192.64 48.2162 36.9496 1174.62 195.942 186.221 978.678 941.693 28.5745 18.0214 36.9852 21.1139 11.2666 internal_count=8566 7493 1073 828 7265 1034 933 6231 6054 659 228 177 499 245 is_linear=0 shrinkage=0.05 Tree=86 num_leaves=16 num_cat=0 split_feature=0 0 1 0 6 1 7 1 0 7 6 7 7 7 7 split_gain=2.7567 2.27713 3.43192 3.04327 2.98579 2.31359 4.96319 3.78408 2.11721 3.28082 1.53221 1.48721 4.54887 3.42089 1.42969 threshold=456.50000000000006 587.50000000000011 0.65000000000000002 656.50000000000011 1.5000000000000002 4.9500000000000011 0.10625000000000001 4.6500000000000012 592.50000000000011 0.39245000000000008 1.0000000180025095e-35 0.46010000000000006 0.60860000000000014 0.39605000000000007 0.58855000000000013 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 -2 -8 9 -4 -10 13 -13 -7 -5 right_child=1 2 8 14 -6 11 7 -9 10 -11 -12 12 -14 -15 -16 leaf_value=-0.025586573512321242 -0.043953189474527483 -0.0025500949683794623 0.0264258020355028 -0.0059118734356843131 -0.03367181820874901 0.00044536927120884134 -0.0005901147069124977 -0.020231984061580516 -0.0023103115018479046 0.002079245094853994 0.0047026212845100489 -0.010632950599630049 0.0060003608158650211 0.014533945238688241 0.018278537737477691 leaf_weight=8.8152636028826219 7.2007661424577227 15.628046572208406 25.572813674807549 12.463498279452326 15.3468602001667 254.5879581309855 143.38733636215329 28.74587469920516 95.194834560155869 30.280260130763054 396.0457508713007 88.926769288256764 74.451136313378811 51.089537475258112 10.037656441330908 leaf_count=280 77 66 124 61 65 2606 910 214 442 156 1735 841 583 485 51 internal_value=0.000790707 0.0010012 0.00321906 -0.0087318 -0.0186969 -0.00104718 -0.00586397 -0.00399706 0.00441013 0.0135832 0.00333153 0.000792342 -0.00303236 0.00285609 0.00498519 internal_weight=1257.77 1248.96 600.57 53.4761 30.9749 648.389 179.334 172.133 547.094 55.8531 491.241 469.055 163.378 305.677 22.5012 internal_count=8696 8416 2700 243 131 5716 1201 1124 2457 280 2177 4515 1424 3091 112 is_linear=0 shrinkage=0.05 Tree=87 num_leaves=14 num_cat=0 split_feature=3 0 0 6 0 3 3 0 4 0 0 0 7 split_gain=3.3503 3.9208 3.22934 2.46598 4.04795 2.70462 3.1526 2.44813 1.76829 1.57636 0.997424 1.61247 0.303115 threshold=8.5000000000000018 466.50000000000006 496.50000000000006 1.0000000180025095e-35 505.50000000000006 7.5000000000000009 5.5000000000000009 481.50000000000006 4.5000000000000009 456.50000000000006 552.50000000000011 526.50000000000011 0.24045000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 12 5 7 6 -3 -5 -6 -1 11 -4 -2 right_child=2 3 10 4 8 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.043546844658470668 -0.0023399380583049145 -0.0018761934126502702 -0.032814295895034831 0.0071790061567192798 0.00025278869688594147 0.023139315838877589 -0.016175808518242289 -0.025150077356459091 0.0047671232188077166 -0.0053472915482183254 -0.044881216142121705 0.00079630730728577767 0.013188910698962953 leaf_weight=5.9824771266430599 5.1058272849768418 258.72047275863588 6.6090198811143654 7.2504036333411959 432.24753289669752 8.4032180942594987 44.642988568171859 20.406024241819978 439.741534601897 5.4683466702699661 6.1210460998117915 6.1036356799304485 5.0522941835224628 leaf_count=199 117 1815 112 135 2168 106 468 356 2819 110 48 74 123 internal_value=-9.44279e-05 0.000306234 -0.0166076 0.000596696 0.00192801 -0.00322289 -0.00404319 -0.0165454 0.00253793 -0.0276008 -0.0284177 -0.0174312 0.00542528 internal_weight=1251.85 1222.86 28.9918 1211.41 899.645 311.767 303.363 27.6564 871.989 11.4508 18.8337 12.7127 10.1581 internal_count=8650 8176 474 7867 5478 2389 2283 491 4987 309 234 186 240 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=11 num_cat=0 split_feature=0 0 1 1 0 6 1 1 5 7 split_gain=2.61143 1.4007 2.43458 3.84784 3.10563 2.11568 2.37305 4.74461 2.00369 1.94289 threshold=707.50000000000011 587.50000000000011 1.2500000000000002 2.4500000000000006 583.50000000000011 4.5000000000000009 5.4500000000000011 5.8500000000000005 4.5000000000000009 0.30210000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 8 -5 6 9 -8 -4 -3 right_child=-2 5 3 4 -6 -7 7 -9 -10 -11 leaf_value=0.025818134702795582 0.028190742368873145 0.0061742756663284298 -0.0041302135691418706 -0.00038712654371656006 -0.015573991542119801 0.021175640646129347 0.026230120822308241 0.0023691900219193814 -0.037025386190916887 -0.002077722527950162 leaf_weight=6.9674333184957495 7.254157066345214 87.58864426612854 8.7737082466483134 595.3177134860307 34.745645381510258 12.70229361951351 25.202895358204842 105.97138738632202 10.643660478293894 363.44182862341404 leaf_count=38 39 392 48 5654 192 55 115 494 67 1612 internal_value=0.000158796 -2.20942e-05 -0.00161735 -0.0019586 -0.0012559 0.00172956 0.00126114 0.00715525 -0.0233369 -0.000454036 internal_weight=1258.61 1251.36 656.448 649.481 630.063 594.907 582.205 131.174 19.4174 451.03 internal_count=8706 8667 5999 5961 5846 2668 2613 609 115 2004 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=22 num_cat=0 split_feature=0 3 7 7 7 0 7 3 6 7 0 0 4 0 0 7 7 0 3 6 7 split_gain=3.94377 3.44801 3.82077 6.37012 2.87343 2.81282 2.70191 2.46159 2.1962 2.61971 3.38435 1.83469 1.66883 4.78614 3.92435 3.48454 8.61381 3.11074 1.01088 1.93436 1.09273 threshold=536.50000000000011 4.5000000000000009 0.7259000000000001 0.59150000000000014 0.80595000000000006 530.50000000000011 0.52985000000000015 5.5000000000000009 2.5000000000000004 0.052450000000000004 502.50000000000006 501.50000000000006 4.5000000000000009 546.50000000000011 561.50000000000011 0.25675000000000003 0.22810000000000002 558.50000000000011 2.5000000000000004 1.5000000000000002 0.48545000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 12 3 6 -4 8 -3 -5 9 11 -11 -1 13 -2 -15 16 -14 -17 -7 20 -20 right_child=1 2 4 7 -6 18 -8 -9 -10 10 -12 -13 15 14 -16 17 -18 -19 19 -21 -22 leaf_value=-0.004237408406265698 0.033292067305987084 0.0075721014099087471 -0.03243035892154416 0.048650063291529107 0.0061915518590141185 -0.036641065325034992 -0.012239007805034677 0.015604578310231416 -0.02460518075293373 -0.0098987103482538058 0.0058650722123912069 -0.039683361833003153 -0.0017844448902237808 -0.019365761325018303 0.002157942194531142 -0.017121032322455609 0.036315859239828517 -0.0029282426198613061 -0.028003556801764296 0.008296946907170661 -0.0022692370177867997 leaf_weight=8.4944279845803958 10.847405314445494 151.97744891792536 9.3311219587922114 11.393757276237013 8.1761315017938596 6.410059042274951 18.311754196882248 14.114313974976538 10.607273971661924 52.557229643687606 92.439891964197159 6.3658948838710776 70.372301280498505 21.291134685277939 414.83867673575878 44.874096013605595 17.701084204018116 258.69099783152342 15.037611864507204 6.6377689018845549 6.3998839929699889 leaf_count=215 81 1019 58 68 47 53 123 94 136 1087 1045 91 422 154 1907 363 99 1347 149 62 58 internal_value=3.92115e-05 0.00128084 0.00694146 0.00897275 -0.0147633 -0.00628451 0.00535354 0.0318322 -0.00355904 -0.00198717 8.82498e-05 -0.0212817 -0.000159559 0.00191995 0.00105385 -0.00254449 0.0061386 -0.00509202 -0.0191359 -0.0138445 -0.0209873 internal_weight=1256.87 1051.92 213.305 195.797 17.5073 204.95 170.289 25.5081 170.465 159.857 144.997 14.8603 838.616 446.977 436.13 391.638 88.0734 303.565 34.4853 28.0753 21.4375 internal_count=8678 5782 1409 1304 105 2896 1142 162 2574 2438 2132 306 4373 2142 2061 2231 521 1710 322 269 207 is_linear=0 shrinkage=0.05 Tree=90 num_leaves=14 num_cat=0 split_feature=0 1 1 1 1 0 0 4 1 1 0 1 7 split_gain=4.03013 3.52996 2.55219 2.64531 4.8015 1.92932 1.96951 1.76795 1.76292 3.03659 2.12772 0.628087 0.567815 threshold=645.50000000000011 3.9500000000000006 0.35000000000000003 1.5500000000000003 2.1500000000000008 640.50000000000011 637.50000000000011 3.5000000000000004 7.3500000000000005 7.2500000000000009 573.50000000000011 4.9500000000000011 0.45065000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 7 -4 -5 6 8 -2 9 -1 -10 -3 -7 right_child=1 11 3 4 -6 12 -8 -9 10 -11 -12 -13 -14 leaf_value=-0.00040210499662486588 0.030484946224731753 0.03156123663387899 -0.015149969373400721 0.028231682526057851 -0.0045593057988379667 -0.021590218757583438 0.015228609666383015 0.0034146731923050851 -0.0024717538894310754 0.023651709313037027 -0.014240861530936731 0.013886857248970983 -0.0062460479636980782 leaf_weight=826.85766482166946 11.75059747695923 13.85488283634186 22.189374953508377 14.795633643865584 36.800955161452293 12.728194475173952 17.742845565080643 12.878254309296606 194.2390476949513 12.33171417377889 47.612537354230881 14.068772524595259 15.045022934675215 leaf_count=5080 59 58 99 63 155 52 73 60 2474 100 258 58 61 internal_value=-0.000209077 0.00821794 0.00360473 -0.00103933 0.00510663 -0.00116501 -0.000824715 0.0172107 -0.00110664 -1.49584e-05 -0.00485839 0.0236172 -0.0139579 internal_weight=1252.9 126.338 98.4148 73.786 51.5966 1126.56 1098.78 24.6289 1081.04 839.189 241.852 27.9237 27.7732 internal_count=8650 552 436 317 218 8098 7985 119 7912 5180 2732 116 113 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=11 num_cat=0 split_feature=7 1 1 0 0 1 0 7 1 7 split_gain=3.6491 3.14289 4.3513 2.50897 4.1329 2.79295 2.47334 1.8262 3.52454 2.74657 threshold=0.91920000000000013 3.3500000000000001 3.4500000000000006 547.50000000000011 569.50000000000011 2.6500000000000008 580.50000000000011 0.7158500000000001 7.3500000000000005 0.70025000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -5 -6 9 -9 -4 right_child=-2 2 7 4 6 -7 -8 8 -10 -11 leaf_value=-0.017796518114383174 -0.026487132831043605 -0.026700645684148303 -0.00069741469320059571 0.0082857995105855269 -0.012252623156101304 0.048310328641167001 0.004976282380712703 -0.013295734044455566 0.01418900178923194 0.02245229792323078 leaf_weight=11.328912384808062 12.160162866115568 15.836707931011913 809.81917672604322 10.195738956332209 21.508439496159554 7.9618642702698699 265.10063906013966 63.324658155441284 13.220649404451249 12.012246184051035 leaf_count=92 57 82 6490 64 112 49 1162 343 96 74 internal_value=-0.00029772 -1.35068e-05 -0.00150385 0.00427224 0.00516446 0.0277026 0.00362786 -0.00102492 -0.00836242 -0.000326096 internal_weight=1242.47 1230.31 914.213 316.096 304.767 18.1576 286.609 898.377 76.5453 821.831 internal_count=8621 8564 7085 1479 1387 113 1274 7003 439 6564 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=17 num_cat=0 split_feature=7 7 7 0 0 7 0 7 0 0 4 0 0 0 0 5 split_gain=2.16511 5.07945 3.50902 1.96883 1.88997 3.89804 2.60404 1.95002 1.85565 1.99741 1.93234 1.78639 1.71244 1.51882 1.10997 0.296265 threshold=0.61570000000000014 0.59810000000000008 0.67075000000000007 646.50000000000011 594.50000000000011 0.65645000000000009 567.50000000000011 0.6453000000000001 670.50000000000011 681.50000000000011 2.5000000000000004 640.50000000000011 578.50000000000011 663.50000000000011 598.50000000000011 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 4 11 5 6 -2 -6 10 -10 -1 14 -3 -12 -4 -5 right_child=2 12 3 15 7 -7 -8 -9 9 -11 13 -13 -14 -15 -16 -17 leaf_value=0.016631712149338514 -0.00065497221320824173 -0.037743944562132509 -0.0031244349691545228 0.017366453768984078 0.015513889172008006 0.048720810282615573 0.02791641749636007 -0.006127423931677054 0.02896425427805548 0.0015955087631074835 0.00033289259335178963 -0.020599763549570674 -0.0096964408263030873 -0.021712147561408386 0.0056528516688158234 0.0066358435103234734 leaf_weight=17.128200314939022 17.30288879014552 9.432651028037073 83.133140452206135 16.32502469420433 22.449074417352676 9.2730408385395986 13.222551897168158 17.552478596568108 11.020208179950716 16.19084458053112 914.97017639689147 9.6485414057970029 14.852404870092867 6.8774016648530951 61.755557835102081 16.790967047214508 leaf_count=79 161 95 562 74 97 63 70 75 53 78 6858 39 68 29 261 73 internal_value=0.00135085 0.000265757 0.00533474 0.00154492 0.0140554 0.0217058 0.0120555 0.005978 0.000848825 0.0134906 0.00046319 -0.000819599 -0.0218501 0.000139659 0.000595518 0.0124262 internal_weight=1257.93 990.472 267.453 187.653 79.8 39.7985 30.5254 40.0016 966.187 27.2111 938.976 154.537 24.2851 921.848 144.889 33.116 internal_count=8735 7260 1475 1009 466 294 231 172 7097 131 6966 862 163 6887 823 147 is_linear=0 shrinkage=0.05 Tree=93 num_leaves=20 num_cat=0 split_feature=7 7 0 7 7 1 1 1 7 3 3 4 0 1 0 4 0 0 0 split_gain=2.09831 3.4467 3.57664 3.83261 2.63961 2.63324 2.71603 11.2421 2.87218 2.68624 3.62756 2.56005 3.67598 5.52125 3.62909 3.01879 2.02964 1.25361 2.40019 threshold=0.19405000000000003 0.17445000000000002 548.50000000000011 0.18295000000000003 0.21035000000000001 0.35000000000000003 9.2500000000000018 9.3500000000000032 0.22035000000000002 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 602.50000000000011 5.1500000000000012 593.50000000000011 3.5000000000000004 584.50000000000011 575.50000000000011 554.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 -3 17 9 8 -8 -7 10 -6 14 13 -13 15 -1 -4 18 -2 right_child=4 2 16 -5 5 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.0073789146553159884 -0.019665756178814768 0.025967627704771519 0.046395368802247122 -0.027765310727709564 0.017310367157367539 0.018120257760302069 0.066522097637899874 0.00012445209238939921 -0.0026519654353916351 0.024522366973405846 -0.020052448720050048 -0.027123528700345623 0.028496032142148648 0.00072135000927799336 -0.013185778596046646 0.029997859718870007 0.013573325249154883 -0.026293384644417481 0.01815380957486901 leaf_weight=6.4417029842734363 9.9466275777667779 5.0294379498809558 9.8672156929969805 6.3423992283642292 12.753190591931343 15.900775069370864 6.3885351046919814 47.621311394497752 933.05262790806592 18.761316299438477 11.306139469146729 22.319910984486341 7.4154055416584006 73.694532625377178 9.6114176511764509 21.048350172117352 11.438741922378538 14.274288102984427 5.7562865391373625 leaf_count=46 109 54 59 73 62 110 53 640 5833 83 51 179 32 928 43 171 51 67 35 internal_value=-0.000730531 0.00435379 0.0187284 -0.00341855 -0.00155709 -0.00112476 -0.00165173 0.00913567 -0.00227993 0.0108602 -0.000147468 0.000867229 -0.00314883 -0.00591291 0.011983 0.0211123 0.0303965 -0.0159548 -0.00524587 internal_weight=1248.97 173.209 32.6778 11.3718 1075.76 1045.78 1002.96 54.0098 948.953 42.8206 24.0593 140.531 103.43 96.0144 37.1015 27.4901 21.306 29.9772 15.7029 internal_count=8679 1636 237 127 7043 6832 6636 693 5943 196 113 1399 1139 1107 260 217 110 211 144 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=13 num_cat=0 split_feature=1 7 7 1 3 6 7 7 7 1 7 1 split_gain=1.80339 2.16513 5.18428 4.0094 3.68699 3.45004 2.71369 7.39148 3.66121 2.51317 1.82241 0.535705 threshold=11.65 0.22265000000000004 0.21035000000000001 6.0500000000000007 8.5000000000000018 3.5000000000000004 0.33785000000000004 0.30210000000000009 0.42225000000000007 6.4500000000000011 0.10625000000000001 8.6500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 6 10 7 -3 -8 -6 -1 -11 right_child=-2 4 3 -5 9 -7 8 -9 -10 11 -12 -13 leaf_value=-0.0045882351838839814 -0.020194021536085387 0.0011711888247887031 0.04618471479502876 0.00040543025596506753 -0.047559573002692986 -0.031513328466954198 0.0077232606213725854 -0.018664643997198332 -0.00056531777429004242 -0.016541729530860399 0.0065529746933933987 0.0039204999922871023 leaf_weight=48.021886568516493 9.6797292437404376 147.58655249327421 11.747719567269089 8.0397383123636228 5.7239251285791424 6.2007940970361224 169.32020940817893 67.533545173704624 607.48437318950891 5.6148541029542667 142.15020511671901 5.0041099116206169 leaf_count=643 204 999 69 76 72 40 1137 468 3628 88 1046 89 internal_value=0.000253907 0.000435986 0.00496697 0.0287392 -0.000534407 0.00241277 -0.000129608 -0.00509037 0.00124252 -0.0233911 0.00370418 -0.00696121 internal_weight=1234.11 1224.43 216.16 19.7875 1008.27 196.373 991.925 215.12 776.805 16.3429 190.172 10.619 internal_count=8559 8355 1874 145 6481 1729 6232 1467 4765 249 1689 177 is_linear=0 shrinkage=0.05 Tree=95 num_leaves=11 num_cat=0 split_feature=0 0 0 5 0 7 0 0 2 3 split_gain=3.42525 2.43024 2.17956 3.63966 2.74739 5.38182 1.78 2.05714 1.68876 1.55008 threshold=671.50000000000011 466.50000000000006 481.50000000000006 6.5000000000000009 536.50000000000011 0.6412500000000001 682.50000000000011 701.50000000000011 3.5000000000000004 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 -3 5 -4 -2 -8 -6 -1 right_child=6 2 4 -5 8 -7 7 -9 -10 -11 leaf_value=-0.031715641147173533 0.026759177066276396 -0.0029626376602794303 -0.0092294548800705232 0.042777076647497678 0.0088101458288190014 0.018625478506541455 -0.0055397928247757243 0.021095415764391005 2.4740757368451635e-05 0.00010624416858602618 leaf_weight=9.1088858004659397 15.591211304068564 9.161430021747945 158.14271534048021 6.7875743433833113 57.1341965906322 18.422932915389538 16.469333589076999 11.289419934153555 946.21780352294445 5.6484161037951699 leaf_count=255 78 184 2056 122 382 166 75 60 5144 160 internal_value=2.24142e-05 -0.000473176 -0.000211727 0.0175836 -0.000471187 -0.00620638 0.013674 0.00547569 0.000538263 -0.0199846 internal_weight=1253.97 1210.62 1195.87 15.949 1179.92 176.566 43.35 27.7588 1003.35 14.7573 internal_count=8682 8469 8054 306 7748 2222 213 135 5526 415 is_linear=0 shrinkage=0.05 Tree=96 num_leaves=19 num_cat=0 split_feature=0 1 1 1 3 3 0 0 0 1 1 0 1 1 1 1 0 0 split_gain=1.42969 2.69078 4.73642 3.14394 2.06351 1.83742 1.74763 3.40155 2.15235 2.73891 1.94191 1.68593 1.68081 2.61866 4.12459 1.53335 1.17266 0.733663 threshold=519.50000000000011 8.9500000000000011 9.3500000000000032 10.750000000000002 6.5000000000000009 8.5000000000000018 640.50000000000011 637.50000000000011 643.50000000000011 3.9500000000000006 0.55000000000000016 547.50000000000011 8.1500000000000004 7.2500000000000009 7.5500000000000007 9.9500000000000011 515.50000000000011 503.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 -3 15 -5 6 7 10 -8 -10 -2 -7 13 16 -15 -4 -1 -14 right_child=5 2 3 4 -6 11 8 -9 9 -11 -12 -13 17 14 -16 -17 -18 -19 leaf_value=-0.01055180251050726 -0.013776304211788264 0.034494307868926939 -0.0024717559151461975 -0.0045223578867632811 0.030308714004627032 0.00059297482589765454 -0.02144254013872883 0.021747165616200964 -0.0069034464351110372 0.0096865764350538459 0.00059863708165397195 -0.033185830066771276 -0.013518922618067433 0.037468079892917741 -0.009399939119293382 -0.030265408395995182 -0.03418840666233048 -0.039593478630200324 leaf_weight=27.890084335580468 23.093045249581337 8.5942997355014068 9.9609305988997239 8.4412260297685844 6.7804416660219422 6.1989992298185808 16.941755592823029 17.744145005941391 101.47185187041759 31.725316748023033 926.39407091960311 7.1111831925809383 8.106710668653248 6.1031225342303541 12.753785926848648 10.287010826170443 6.5271691717207423 6.4316070862114421 leaf_count=456 101 138 193 182 151 84 69 73 449 131 5651 62 177 106 231 209 79 95 internal_value=-0.000897797 -0.00626629 0.00322583 -0.00495152 0.0115967 -0.00035712 -0.000124501 0.000651592 -0.00512859 -0.00287199 0.000229629 -0.0181624 -0.0124641 -0.0079288 0.00664029 -0.0175875 -0.0160144 -0.0271816 internal_weight=1242.56 111.876 44.0639 35.4696 15.2217 1130.68 1117.37 967.231 150.139 133.197 949.487 13.3102 67.8125 53.2742 18.8569 20.2479 34.4173 14.5383 internal_count=8637 2017 873 735 333 6620 6474 5825 649 580 5752 146 1144 872 337 402 535 272 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=12 num_cat=0 split_feature=0 7 5 7 5 7 0 0 7 0 0 split_gain=2.23616 1.4365 4.08289 3.20889 3.55602 3.03007 1.54379 5.09692 4.47073 1.38012 0.926542 threshold=456.50000000000006 0.12645000000000003 3.5000000000000004 0.10625000000000001 5.5000000000000009 0.14005000000000004 481.50000000000006 492.50000000000006 0.43375000000000002 514.50000000000011 549.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 9 -5 10 8 -8 -7 -4 -3 right_child=1 5 3 4 -6 6 7 -9 -10 -11 -12 leaf_value=-0.024693354112467914 -0.028053375492193527 -0.0059556339624494917 -0.0094900873748091936 0.0078613165801915807 0.051382956170005267 0.031160846907602308 -0.03645282540974315 -0.00038953533585307516 -0.020430453892887779 0.0088366130554961946 -0.031877833657788818 leaf_weight=8.5269142054021341 6.6391982175409785 6.9775525406002989 14.187543515115975 11.86538276448846 7.7073818035423747 11.420116860419514 8.8892191722989065 1128.0301242172718 5.390291165560483 30.177560735493898 8.9139116629958135 leaf_count=291 54 75 301 79 63 211 214 6937 108 282 49 internal_value=-0.000553723 -0.000363963 0.00650512 0.0105474 0.0269069 -0.00078793 -0.000475282 -0.000707684 0.014119 0.00278569 -0.0218184 internal_weight=1248.73 1240.2 70.5771 63.9379 19.5728 1169.62 1153.73 1136.92 16.8104 44.3651 15.8915 internal_count=8664 8373 779 725 142 7594 7470 7151 319 583 124 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=13 num_cat=0 split_feature=1 1 0 0 3 0 1 4 3 7 1 3 split_gain=1.9921 4.72891 3.09822 2.83843 3.01318 2.28139 3.79483 2.84532 2.77504 1.98418 1.6887 1.62868 threshold=9.2500000000000018 9.3500000000000032 475.50000000000006 566.50000000000011 7.5000000000000009 501.50000000000006 9.0500000000000025 6.5000000000000009 6.5000000000000009 0.23320000000000005 10.850000000000003 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 11 7 9 8 -4 -7 -6 -3 right_child=1 3 5 -5 10 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.027989630715187015 0.042125899483788247 -0.00025641886574414609 0.0071836640871073528 0.02878298042786967 0.0021110615766760476 0.0038061302797815382 -0.032310791234127181 -0.014819833198119574 0.045805821246282935 -0.001688491493410855 0.038709956745326693 -0.019557303433528638 leaf_weight=9.4572421349585039 7.6912358719855538 36.610935119912028 13.019138194620615 8.2748573720455152 6.9690359570085985 198.60260227695107 8.5905574187636358 5.78487848304212 7.0641390904784194 921.12037378177047 5.4922129008919001 14.937285719439386 leaf_count=228 68 479 243 44 134 1364 76 125 139 5400 110 267 internal_value=-0.000353863 0.007223 -0.00088466 0.00291686 -0.000741401 -0.000634199 -0.000980381 0.0137539 0.0225341 -0.000706936 0.0202906 -0.00621019 internal_weight=1243.61 79.9756 1163.64 72.2843 64.0095 1154.18 1128.31 25.8682 20.0833 1119.72 12.4612 51.5482 internal_count=8677 1102 7575 1034 990 7347 6840 507 382 6764 244 746 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=18 num_cat=0 split_feature=3 7 7 7 0 7 0 0 0 7 0 2 7 7 0 0 2 split_gain=2.37356 2.52733 3.80999 5.34166 6.53752 4.49601 2.54682 2.44811 1.80193 3.52096 5.17218 2.82346 2.49402 2.29964 2.11681 1.60425 1.58041 threshold=1.5000000000000002 0.15775000000000003 0.44345000000000007 0.50155000000000005 609.50000000000011 0.52115000000000011 655.50000000000011 566.50000000000011 535.50000000000011 0.13060000000000002 585.50000000000011 5.5000000000000009 0.14005000000000004 0.10625000000000001 533.50000000000011 646.50000000000011 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 4 -4 -5 7 -3 11 10 13 14 -11 -10 16 -14 -2 right_child=8 2 3 5 -6 -7 -8 -9 9 12 -12 -13 15 -15 -16 -17 -18 leaf_value=-0.025862299793856559 -0.0018491110446191353 -0.011783835906738635 -0.059234743892347688 0.028002367330640127 -0.0081853656817415937 -0.0053055904141202388 -0.011002979574758397 0.011771956880917601 -0.0035302671084979733 -0.022558027679274433 0.050662335910003881 -0.033351993916039518 0.0023961410796354485 0.023684419179625438 -0.022538359225949392 0.012981912432639735 0.0098216675963227647 leaf_weight=10.51498834043741 141.93724046833813 11.729001976549624 8.989686384797098 10.041055433452128 18.696286365389824 119.53204970806837 18.991455391049385 80.439268916845322 18.299810532480482 8.6732562184333784 8.3397234529256803 5.9182935468852511 693.29569634050131 11.912631362676619 9.5543313622474653 37.115301623940468 35.337764913216233 leaf_count=68 2256 96 53 47 82 557 84 363 159 53 40 63 4025 70 96 161 418 internal_value=0.00116589 -0.00288405 -0.00187269 -0.00687655 -0.0264226 -0.00249146 0.00515994 0.00862636 0.00233695 0.00341122 0.0179729 -0.00196661 0.00262163 0.00745519 -0.000773504 0.0029579 0.000491323 internal_weight=1249.32 278.934 268.419 157.259 27.686 129.573 111.16 92.1683 970.384 777.636 38.5522 192.748 739.084 30.2124 186.829 730.411 177.275 internal_count=8691 1350 1282 739 135 604 543 459 7341 4508 269 2833 4239 229 2770 4186 2674 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=14 num_cat=0 split_feature=0 0 1 1 0 1 1 2 1 6 3 0 0 split_gain=3.19891 2.1999 4.92082 4.43513 3.35459 2.73927 2.40659 1.77238 2.38739 2.72017 2.07739 1.757 1.56179 threshold=456.50000000000006 610.50000000000011 2.8500000000000001 3.3500000000000001 599.50000000000011 3.4500000000000006 2.5500000000000003 4.5000000000000009 3.3500000000000001 1.5000000000000002 1.0000000180025095e-35 592.50000000000011 619.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 11 6 -5 -2 12 9 -9 -10 -4 -3 right_child=1 7 3 5 -6 -7 -8 8 10 -11 -12 -13 -14 leaf_value=-0.029327688884230558 -0.00062068174835535088 0.00040729227331027493 0.0078100750199417259 -0.030345079471293099 -0.028798196349099359 -0.0006018749642489697 -0.023520906538061794 0.012867503881116746 -0.015310211273960973 0.00039507487234994573 0.00022935859254191528 0.029437458823001014 0.022118922778159161 leaf_weight=8.2783101387321931 47.575804382562637 13.988773733377455 31.305498745292425 6.8353484384715548 22.518689289689064 731.26109702512622 14.350586630403994 80.893364295363426 24.6196368932724 95.754336595535278 130.18249994516373 13.860698774456976 21.322873502969742 leaf_count=290 257 63 185 43 104 6070 82 350 103 408 551 63 88 internal_value=-7.60962e-05 0.000139596 -0.00122853 8.00202e-06 -0.0126222 -0.00092477 -0.0062964 0.00338452 0.00221036 0.00617508 -0.00229236 0.0150493 0.0139036 internal_weight=1242.75 1234.47 867.708 783.263 84.4451 738.096 61.9264 366.761 331.45 176.648 154.802 45.1662 35.3116 internal_count=8657 8367 6804 6361 443 6113 339 1563 1412 758 654 248 151 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=18 num_cat=0 split_feature=4 3 1 1 1 1 1 3 2 3 5 6 3 3 1 5 1 split_gain=1.87183 3.93236 4.66619 2.89895 1.92218 3.79232 3.27542 3.12566 3.64908 2.00979 1.78527 1.52867 1.31148 0.715671 1.86658 1.40734 0.93285 threshold=6.5000000000000009 4.5000000000000009 8.0500000000000025 5.6500000000000012 8.5500000000000025 8.2500000000000018 11.750000000000002 1.5000000000000002 2.5000000000000004 8.5000000000000018 4.5000000000000009 1.0000000180025095e-35 9.5000000000000018 6.5000000000000009 8.4500000000000011 4.5000000000000009 7.4500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 5 9 7 -6 -9 11 -7 -1 -11 15 -15 -3 -17 right_child=1 13 -4 -5 6 10 -8 8 -10 12 -12 -13 -14 14 -16 16 -18 leaf_value=-0.0024015362656341962 -0.001659746570188947 -0.0016034598301188437 -0.025553867101000521 0.028062162083731919 0.040010400042347377 0 -0.024940184159879284 0.044526366690032855 0.0041385478168777783 -0.028957903427282324 -0.031090699938019769 0.0020454597188884773 0.0012860455619382724 -0.02618834499127299 0.0063047737183639652 -0.016730155250001339 -0.046458894614634642 leaf_weight=254.56716772168875 16.111564800143245 5.2068438138812807 9.4417526144534332 14.909178975969551 6.9930076301097861 7.0177147686481502 6.2629999183118334 5.0713283047080031 83.504715560004115 8.3650173116475326 12.987435100600122 784.26665646769106 5.1810858808457843 7.5264895111322394 8.1569540910422784 7.8139467872679216 6.8281468991190195 leaf_count=1735 99 50 150 135 46 53 125 90 893 111 154 4419 81 120 178 89 133 internal_value=0.000396684 -0.00714908 0.00340592 0.0128993 0.000894965 0.000263702 0.0074269 0.00983612 0.00697799 0.000687535 -0.0207655 0.000949649 -0.0177534 -0.0190697 -0.00962404 -0.0254736 -0.0329972 internal_weight=1250.21 75.9949 40.4625 31.0207 1174.22 1072.39 101.832 95.5691 88.576 1052.38 20.0051 1038.83 13.5461 35.5324 15.6834 19.8489 14.6421 internal_count=8661 954 384 234 7707 6553 1154 1029 983 6346 207 6154 192 570 298 272 222 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=16 num_cat=0 split_feature=0 6 7 0 3 0 3 7 1 7 1 3 6 7 1 split_gain=3.14909 2.70183 4.70977 4.7061 5.45045 3.86759 4.18113 3.31442 3.19011 3.24699 1.34982 1.75328 1.14856 1.14822 1.02766 threshold=492.50000000000006 1.5000000000000002 0.89810000000000012 598.50000000000011 4.5000000000000009 596.50000000000011 1.0000000180025095e-35 0.20535000000000003 1.0000000180025095e-35 0.20205000000000004 8.5500000000000025 8.5000000000000018 1.0000000180025095e-35 0.28715000000000007 10.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 8 5 7 6 -3 -5 -2 -10 13 12 -12 -1 -14 right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 11 -13 14 -15 -16 leaf_value=-0.0097512804607885403 0.023377294231204156 0.029283466811894317 0.035457270791966145 -0.022142752626883245 0.027617165113793182 -0.037882072438885701 -0.0071791353243536599 0.0019845508412791512 0.0089633878859390025 -0.00019476445276552561 0 0.015225548543517139 -0.036579183322295782 -0.038870202947946381 -0.0049887316630531312 leaf_weight=8.5249556452035886 15.836106196045874 7.1187932267785063 9.6068120896816236 14.321001812815664 18.925344035029411 9.0071237683296186 230.72639068588614 198.79895907640457 114.89696256443858 580.89018678292632 9.5475584641099029 6.3277746383100739 5.6790211759507638 6.964155511930584 5.464139174669981 leaf_count=208 74 37 48 62 85 45 1637 851 923 3837 248 149 130 176 135 internal_value=-5.60883e-05 0.000418584 0.00235405 -0.00248469 0.00260698 -0.00728232 -0.00594883 0.000244078 0.00185102 0.00132106 -0.0132742 -0.00589175 -0.0129847 -0.0247102 -0.0231868 internal_weight=1242.64 1200.13 721.23 478.898 232.045 246.852 237.845 213.12 711.623 695.787 42.5076 27.0185 20.6907 15.4891 11.1432 internal_count=8645 7599 4882 2717 998 1719 1674 913 4834 4760 1046 662 513 384 265 is_linear=0 shrinkage=0.05 Tree=103 num_leaves=12 num_cat=0 split_feature=0 7 1 0 3 4 1 7 1 5 3 split_gain=3.29035 2.85109 2.59136 3.78247 3.77317 3.14092 1.6967 1.77901 1.33478 3.74686 2.06087 threshold=473.50000000000006 0.91920000000000013 6.5500000000000007 583.50000000000011 6.5000000000000009 3.5000000000000004 11.350000000000003 0.19615000000000002 6.3500000000000005 5.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 8 4 -4 -5 7 -1 10 -10 -2 right_child=1 -3 3 5 -6 -7 -8 -9 9 -11 -12 leaf_value=-0.0058429436408298282 -0.0047753435531567596 -0.022034950005795285 -0.0013525512383626606 -0.0081080854477370359 0.014198673094739548 0.019405915592564632 0.0037152217561861795 -0.041393251043698065 -0.020755657043646646 0.012280708329388211 0.00075609044424697694 leaf_weight=6.6629276275634792 231.59887186810374 13.536151535809038 227.904237607494 11.826319649815558 45.948769314214587 55.581519261002541 5.1984560452401629 8.7654394749551994 25.824847625568509 11.625775113701819 605.94354091584682 leaf_count=174 1074 63 2217 54 628 271 146 229 172 92 3578 internal_value=-0.000362626 -1.85472e-05 0.000240275 0.00393275 0.0012807 0.0144577 -0.0196963 -0.027635 -0.00119698 -0.0103175 -0.000771381 internal_weight=1250.42 1229.79 1216.25 341.261 273.853 67.4078 20.6268 15.4284 874.993 37.4506 837.542 internal_count=8698 8149 8086 3170 2845 325 549 403 4916 264 4652 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=15 num_cat=0 split_feature=0 6 0 4 2 3 5 0 0 0 0 2 2 0 split_gain=1.71132 1.59391 2.22638 4.21304 2.28306 6.73402 3.54048 1.17455 3.71799 2.07546 1.61673 1.45481 0.801876 0.0841522 threshold=456.50000000000006 1.5000000000000002 653.50000000000011 3.5000000000000004 5.5000000000000009 1.5000000000000002 2.5000000000000004 653.50000000000011 621.50000000000011 612.50000000000011 659.50000000000011 5.5000000000000009 6.5000000000000009 665.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 6 -6 -2 8 9 -3 -9 -10 -12 -5 right_child=1 7 3 13 5 -7 -8 10 11 -11 12 -13 -14 -15 leaf_value=-0.021783529264336802 0.024296173191491157 -0.0018642324266284498 -0.0031170727570039541 0.032494021191708106 -0.021319723955462153 0.0021924837245141603 0.0020521318404894255 -0.024302874711014558 0.014584137742789752 -0.014783328826362511 -0.0092037968564162801 0.0018052086767540824 0.0052388338228524858 0.018820568559456925 leaf_weight=7.6271904483437529 17.586405154317617 316.69908311590552 21.281590819358826 11.840694218873979 40.414569288492203 113.43393111228943 532.96601132676005 11.836888313293455 43.925149902701378 33.764972448348999 22.856905370950699 46.821953013539314 14.793466299772261 11.285955190658568 leaf_count=282 95 2138 99 49 181 595 4403 48 179 143 102 190 71 54 internal_value=0.000394904 0.000552857 0.00200626 0.0127515 0.00130464 -0.00404946 0.00281451 -0.00165445 -0.000813376 -0.00316165 -0.00888953 0.00813675 -0.00341096 0.0270852 internal_weight=1247.13 1239.51 748.809 44.4082 704.401 153.849 550.552 490.698 441.211 350.464 49.4873 90.7471 37.6504 23.1266 internal_count=8629 8347 5476 202 5274 776 4498 2871 2650 2281 221 369 173 103 is_linear=0 shrinkage=0.05 Tree=105 num_leaves=14 num_cat=0 split_feature=7 5 1 7 7 1 2 7 7 1 7 7 1 split_gain=1.78226 2.18057 2.35765 2.87128 1.47576 2.00441 1.58558 1.29712 5.35304 2.95294 2.15017 1.95872 1.12524 threshold=0.77120000000000011 5.5000000000000009 2.4500000000000006 0.84960000000000013 0.73205000000000009 4.0500000000000007 4.5000000000000009 0.70025000000000015 0.69120000000000015 4.4500000000000011 0.71110000000000018 0.61225000000000007 3.9500000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 12 7 -6 -7 8 11 -9 -11 -1 -4 right_child=1 -3 3 -5 5 6 -8 9 -10 10 -12 -13 -14 leaf_value=-0.00056628257386339982 0.025892239266503126 -0.0089255771991136826 0.0014445358702235456 -0.0082788531940853321 -0.024112924460544367 -0.016374933175843095 0.011253528101524477 0.024353060915219049 -0.031385843417011637 0.013848301261725281 -0.018461917134470655 0.0066300669003026089 0.022279820456849456 leaf_weight=982.26851202175021 18.492511585354805 15.972046088427303 10.676257178187372 21.773136451840401 14.108144748955963 7.6993106603622463 11.881391204893587 16.2689263895154 12.647810349240897 8.2805276978760975 10.451506268233059 103.58704870939255 18.688766114413738 leaf_count=7223 83 95 48 104 67 60 64 76 70 54 69 609 102 internal_value=0.000238746 0.00716159 0.0109966 0.00512088 -0.000270395 -0.0104296 0 3.60662e-05 -0.000265335 0.00937903 -0.00394775 0.000121094 0.0151664 internal_weight=1252.8 85.6027 69.6307 51.1382 1167.19 33.6888 19.5807 1133.5 1098.5 35.001 18.732 1085.86 29.365 internal_count=8724 432 337 254 8292 191 124 8101 7902 199 123 7832 150 is_linear=0 shrinkage=0.05 Tree=106 num_leaves=24 num_cat=0 split_feature=1 0 0 6 5 5 2 0 5 1 6 1 5 5 1 0 1 1 0 1 5 0 1 split_gain=1.72128 3.26206 4.31492 3.13947 3.05531 3.50879 3.49163 2.68673 3.15683 2.49534 2.63113 2.1209 4.82237 2.05893 1.98406 3.16864 2.83867 1.69015 3.80194 3.19106 1.51022 2.82657 1.82351 threshold=6.1500000000000012 622.50000000000011 625.50000000000011 2.5000000000000004 6.5000000000000009 7.5000000000000009 3.5000000000000004 507.50000000000006 5.5000000000000009 9.4500000000000011 1.0000000180025095e-35 2.9500000000000006 5.5000000000000009 2.5000000000000004 4.4500000000000011 645.50000000000011 3.9500000000000006 9.2500000000000018 477.50000000000006 7.2500000000000009 4.5000000000000009 543.50000000000011 8.1500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 -6 -1 8 9 10 -2 -5 -13 -9 16 -16 -4 19 -19 -10 22 -22 -15 right_child=7 2 14 11 5 -7 -8 13 17 -11 -12 12 -14 20 15 -17 -18 18 -20 -21 21 -23 -24 leaf_value=0.014696732788988035 0.016047905381881746 0.025751554670161103 0.0016401101482404726 -0.025991663118560632 -0.022607832421486635 0.014641619729501246 -0.0016652157421259304 -0.016457249227597157 -0.020657748179700952 -0.045255554413422029 -0.026866474915301437 -0.014455135110516144 0.017797058914557396 0.0058366332633345503 -0.019876543600466513 0.0084332555794697107 0.020772121615146071 0.010814756293528446 -0.029930015520909976 0.020033730453832794 0.0097928464574624733 -0.0014703518113222702 0.019645368785328868 leaf_weight=34.508621530607343 5.4847750961780566 19.412052109837532 175.73299746215343 19.876873768866062 29.770887363702059 7.0430708620697251 396.17850739322603 10.228021733462809 5.4434251207858351 6.8109602853655806 6.902285641990602 50.520172212272882 13.921977665275334 91.145109817385674 23.190175861120224 15.66459223628044 20.95649665594101 10.790221910923721 10.110455339774488 18.086242915131152 88.74621507152915 144.74101407080889 33.117551431059837 leaf_count=273 116 79 753 95 227 67 2340 53 116 158 139 276 88 571 97 65 87 276 197 369 954 962 239 internal_value=0.000377175 -0.000981594 0.00367761 -0.00314608 -0.00152065 -0.0151505 -0.000311631 0.002925 -0.00645993 -0.0228601 -0.00771189 -0.0119761 -0.00724554 0.00457444 0.0017361 -0.00841255 0.00379861 0.000863614 -0.0091334 0.00995782 0.00523387 0.00281286 0.0096842 internal_weight=1238.38 806.776 254.956 551.82 467.501 36.814 430.687 431.606 63.6284 19.198 12.3871 84.319 64.4421 367.978 235.544 38.8548 196.689 44.4303 20.9007 23.5297 357.75 233.487 124.263 internal_count=8597 4447 1081 3366 2907 294 2613 4150 1371 413 255 459 364 2779 1002 162 840 958 473 485 2726 1916 810 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=22 num_cat=0 split_feature=3 4 0 0 1 0 1 1 1 1 0 0 1 0 0 5 4 1 1 0 0 split_gain=2.57436 2.9516 2.57514 2.81367 3.20256 3.45438 2.28475 2.23693 3.65297 1.7505 1.59924 6.60717 5.34552 4.43246 3.79524 2.55836 2.17337 1.49702 1.846 1.80304 0.78642 threshold=4.5000000000000009 6.5000000000000009 500.50000000000006 543.50000000000011 4.0500000000000007 534.50000000000011 8.6500000000000004 3.3500000000000001 1.3500000000000003 3.9500000000000006 578.50000000000011 599.50000000000011 4.5500000000000007 573.50000000000011 617.50000000000011 4.5000000000000009 4.5000000000000009 8.8500000000000032 5.4500000000000011 537.50000000000011 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 left_child=2 10 6 4 -4 -6 -1 8 -5 -9 12 16 15 -14 -13 -2 -12 18 -3 -20 -19 right_child=1 17 3 7 5 -7 -8 9 -10 -11 11 14 13 -15 -16 -17 -18 20 19 -21 -22 leaf_value=-0.0015403509689237115 0.0012415739453757984 0.0041104315561605259 -0.021285356997052196 -0.0074006151371985062 0.0021038299221116745 0.022813396413900493 -0.039920354425357255 -0.01166717660927377 0.0047665942420869562 -0.0033516708884619669 -0.026972585883857394 0.027276761192904959 0.001542956020303337 0.0340025499548866 -0.0034296239857639146 0.033645227367954549 -0.0044502751164648569 0.01498697493110931 -0.036550621769983659 -0.0020320238766637507 -0.0085394405645116724 leaf_weight=7.8884980510920268 8.6019199192523939 6.7089755684137371 8.5444456711411458 88.811374634504318 61.126354411244392 29.676229134202003 7.3962208237498999 73.993176445364952 195.41850804537535 447.34075419604778 17.885715499520302 21.846312388777733 166.9057106692344 10.273021377623079 17.161723464727402 23.880789941176772 27.426074266433716 6.3941945061087591 11.219634848646821 6.1189822629094115 5.6804805789142847 leaf_count=163 62 60 69 399 646 243 169 362 887 2481 96 100 1970 61 72 189 151 179 222 48 87 internal_value=-0.000632777 0.00314332 -0.00199475 -0.00163226 0.00625206 0.0091014 -0.0217303 -0.00261735 0.000934642 -0.00456154 0.00481864 -0.000937823 0.00715092 0.00363333 0.0138943 0.0255069 -0.0138388 -0.0101191 -0.0171439 -0.0254164 0.00373004 internal_weight=1250.3 330.104 920.196 904.911 99.347 90.8026 15.2847 805.564 284.23 521.334 293.981 84.3198 209.661 177.179 39.008 32.4827 45.3118 36.1223 24.0476 17.3386 12.0747 internal_count=8716 3297 5419 5087 958 889 332 4129 1286 2843 2701 419 2282 2031 172 251 247 596 330 270 266 is_linear=0 shrinkage=0.05 Tree=108 num_leaves=9 num_cat=0 split_feature=1 0 1 6 1 3 0 0 split_gain=2.89307 1.67845 1.30188 4.27443 3.48923 3.34915 1.92184 1.19222 threshold=11.850000000000003 460.50000000000006 8.5500000000000025 2.5000000000000004 8.2500000000000018 3.5000000000000004 532.50000000000011 651.50000000000011 decision_type=2 2 2 2 2 2 2 2 left_child=1 -1 4 5 7 -4 -6 -3 right_child=-2 2 3 -5 6 -7 -8 -9 leaf_value=-0.021674393538388608 -0.028810386380804749 -7.7645275872654398e-05 -0.010450029571036037 0.032457327283826526 -0.037163842286777229 0.0087293963408165785 -0.0063656078145668876 0.0057256238896092326 leaf_weight=7.5529555696994057 7.5417950432747594 1000.3638827241957 33.824127737432718 12.186988562345503 8.2221618946641701 64.344664730131626 13.508352275937794 95.933545544743538 leaf_count=262 179 6324 304 99 132 812 101 429 internal_value=0.000180973 0.000385071 0.000542295 0.00569814 2.42786e-05 0.00203195 -0.019361 0.000430379 internal_weight=1243.48 1235.94 1228.38 110.356 1118.03 98.1688 21.7305 1096.3 internal_count=8642 8463 8201 1215 6986 1116 233 6753 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=16 num_cat=0 split_feature=4 0 0 3 1 2 0 0 4 0 1 0 1 5 1 split_gain=2.99948 5.79295 4.30774 5.03888 4.21672 1.46752 2.32028 1.44454 2.05539 1.31251 1.77241 4.71248 4.07395 0.493223 0.46706 threshold=6.5000000000000009 521.50000000000011 555.50000000000011 4.5000000000000009 10.250000000000002 6.5000000000000009 683.50000000000011 653.50000000000011 4.5000000000000009 466.50000000000006 8.6500000000000004 571.50000000000011 7.3500000000000005 4.5000000000000009 8.8500000000000032 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 4 3 -3 14 9 7 8 -7 -1 12 -12 -11 -4 -2 right_child=1 2 13 -5 -6 6 -8 -9 -10 10 11 -13 -14 -15 -16 leaf_value=-0.019222233721382681 -0.045793868550014272 0.036675973951826361 -0.020161366985049896 -0.011721547523664515 0.0049295794125321871 -0.0017614551853438994 -0.011754293933459524 0.023524575344555106 0.019292900762954042 0.00015129841424213879 0.00092198861349140817 0.03054152506662753 -0.010055160010398115 -0.0054402567651187445 -0.021816103446557544 leaf_weight=8.309046268463133 13.37985307257623 12.145723871886732 11.788325987756254 8.2470015659928304 6.7584294732660046 30.722334966063499 13.095532700419424 15.504928067326544 17.13153713196516 884.67317698523402 75.638975357636809 15.450758583843706 108.79560986161232 14.359232261776922 7.178454626351594 leaf_count=234 280 102 64 90 167 130 66 69 78 5182 876 82 1000 90 157 internal_value=-0.000667645 -0.0103708 0.000365054 0.0172368 -0.0282054 -4.21591e-05 0.00660416 0.0106 0.00591422 -0.000517303 -0.000351819 0.00627748 -0.000970379 -0.0127595 -0.0390537 internal_weight=1243.18 73.857 46.5403 20.3927 27.3167 1169.32 76.4543 63.3588 47.8539 1092.87 1084.56 91.0897 993.469 26.1476 20.5583 internal_count=8667 950 346 192 604 7717 343 277 208 7374 7140 958 6182 154 437 is_linear=0 shrinkage=0.05 Tree=110 num_leaves=10 num_cat=0 split_feature=7 7 7 7 0 7 4 6 3 split_gain=2.1464 1.51441 1.90281 4.14684 2.07209 3.7361 2.77416 1.8639 1.71608 threshold=0.91920000000000013 0.029700000000000001 0.19405000000000003 0.18855000000000002 600.50000000000011 0.50155000000000005 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 7 3 8 6 -6 -4 -1 -3 right_child=-2 2 4 -5 5 -7 -8 -9 -10 leaf_value=0.0023250319746451744 -0.020931870247017533 -0.012664756331602998 -0.014169431565102053 0.03527873026102462 -0.0033180967329889191 0.0060448889676860545 -0.0021690058140876249 -0.033655151073463806 0.0041937754482278813 leaf_weight=6.0712110158056003 12.384728193283079 15.890772026032208 51.88769519329071 9.2485972754657251 213.1466671526432 210.51980076730251 576.4633478783071 6.7110320776700974 135.62244349438697 leaf_count=126 58 94 318 62 938 904 4770 126 1234 internal_value=-0.00100206 -0.000779681 -0.000587629 0.00445472 -0.00136641 0.00132587 -0.00318886 -0.0172741 0.00232141 internal_weight=1237.95 1225.56 1212.78 160.762 1052.02 423.666 628.351 12.7822 151.513 internal_count=8630 8572 8320 1390 6930 1842 5088 252 1328 is_linear=0 shrinkage=0.05 Tree=111 num_leaves=11 num_cat=0 split_feature=1 1 3 3 7 7 7 7 7 7 split_gain=1.32502 1.82804 1.35165 1.68534 3.10403 1.73588 1.61986 1.70563 1.1901 0.464926 threshold=11.450000000000001 10.850000000000003 8.5000000000000018 6.5000000000000009 0.63100000000000012 0.04080000000000001 0.29675000000000007 0.16485000000000002 0.49070000000000008 0.30675000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 -1 7 -4 -8 -2 right_child=9 -3 6 4 -6 -7 8 -9 -10 -11 leaf_value=0.019019579274345035 -0.024697624226579538 0.020946561136147419 -0.015941729060947561 0.0027623548233967751 0.030255460460644264 -0.00059288825834139078 -0.038651670600926752 0.019760467471586871 -0.0059392146541615166 -0.002935180929381069 leaf_weight=10.387382274493573 6.276747531257568 9.3708403967320901 5.7435930036008376 66.116881744004786 11.345351215451954 1115.5646013841033 5.7845363039523345 5.5974006596952677 6.1579463724046946 5.0357444100081921 leaf_count=157 148 133 106 725 82 6940 104 85 90 103 internal_value=-0.000119021 3.94889e-05 -0.000133081 9.83882e-05 0.00718709 -0.000390802 -0.0118139 0.00144747 -0.0239325 -0.0164414 internal_weight=1247.38 1236.07 1226.7 1203.41 77.4622 1125.95 23.2835 11.341 11.9425 11.3125 internal_count=8673 8422 8289 7904 807 7097 385 191 194 251 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=10 num_cat=0 split_feature=0 1 6 0 7 2 6 7 7 split_gain=2.76727 3.40634 2.91458 2.19563 1.98034 4.69652 2.4241 1.73536 1.126 threshold=707.50000000000011 0.55000000000000016 1.5000000000000002 683.50000000000011 0.77120000000000011 5.5000000000000009 3.5000000000000004 0.37345000000000006 0.48045000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 6 -6 -3 -4 -1 right_child=-2 3 7 -5 5 -7 -8 -9 -10 leaf_value=0.011202710866005709 0.028115434205578299 -0.00094929754470325027 -0.037519061873192032 -0.02100871638382799 0.016542086447400055 -0.0096625030348552413 0.01009653588386613 -0.011404520665299527 -0.0094824888237055455 leaf_weight=10.930215269327165 7.4010119736194602 1049.4536575460806 12.079002380371096 11.433025151491163 50.628588065505028 24.511538356542587 51.098405137658119 16.465332627296448 13.654987916350363 leaf_count=50 41 7694 53 51 274 109 275 74 63 internal_value=-0.000471591 -0.000668721 -0.0129358 -0.000105075 0.000111635 0.00791356 -0.000423203 -0.0235204 -1.23121e-05 internal_weight=1247.66 1240.25 53.1295 1187.13 1175.69 75.1401 1100.55 28.5443 24.5852 internal_count=8684 8643 240 8403 8352 383 7969 127 113 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=14 num_cat=0 split_feature=0 1 0 0 1 1 2 5 1 1 0 0 1 split_gain=2.05906 3.73292 2.88508 2.10399 2.07727 1.83029 2.49744 1.99468 1.89709 2.03492 1.85273 0.356939 0.121535 threshold=667.50000000000011 0.55000000000000016 682.50000000000011 698.50000000000011 1.0000000180025095e-35 1.6500000000000001 5.5000000000000009 4.5000000000000009 6.1500000000000012 6.0500000000000007 522.50000000000011 632.50000000000011 2.0500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 12 -4 11 6 7 -3 9 -7 -10 -1 -2 right_child=2 5 3 -5 -6 8 -8 -9 10 -11 -12 -13 -14 leaf_value=0 0.014865990935948337 0.028079550585246072 -0.014341411621148881 0.013490847144301647 -0.030712979247185697 -0.0020416949135287003 -0.0035785677858656442 0.00074081715467947838 -0.0042015407298129923 -0.018356752070854691 0.0034783563687263673 -0.011713733820621217 0.027826664035534535 leaf_weight=11.147217407822611 10.972360476851465 17.866896666586403 14.145829096436502 11.24487020075321 14.223107703030108 660.6002439931035 22.451370030641556 11.001812472939489 100.96642561629415 18.806499861180782 336.22093784064054 13.108834251761435 10.890578538179396 leaf_count=50 55 77 64 60 63 3754 94 56 1874 135 2332 55 50 internal_value=-0.000548459 -0.000956573 0.00957103 -0.00178165 -0.0160817 -0.000440638 0.00869155 0.0182018 -0.00087224 -0.00252697 0.00168777 -0.00642796 0.0224755 internal_weight=1253.65 1206.39 47.2536 25.3907 38.4792 1167.91 51.3201 28.8687 1116.59 679.407 437.187 24.2561 21.8629 internal_count=8719 8490 229 124 168 8322 227 133 8095 3889 4206 105 105 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=19 num_cat=0 split_feature=7 1 7 3 3 1 1 0 0 1 7 7 5 0 1 0 5 3 split_gain=1.499 5.41896 2.03742 3.5959 2.08415 3.106 1.51461 4.01919 6.01131 3.10803 5.23093 2.3351 2.41293 1.57732 1.28749 1.1372 0.420192 0.300202 threshold=0.10625000000000001 5.8500000000000005 0.071800000000000017 4.5000000000000009 5.5000000000000009 8.0500000000000025 9.4500000000000011 477.50000000000006 536.50000000000011 9.2500000000000018 0.37555000000000005 0.13685000000000003 5.5000000000000009 501.50000000000006 9.9500000000000011 503.50000000000006 5.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 4 -4 5 -3 9 -8 17 11 -11 12 -2 -13 -10 -6 -1 -9 right_child=6 2 3 -5 15 -7 7 8 14 10 -12 13 -14 -15 -16 -17 -18 -19 leaf_value=-0.044391315697637365 0.0031309530191946373 -0.00025022048718703708 -0.035115763897291694 0.010251705817510118 -0.020282722761356106 0.045106913799069295 0.020818492068297435 -0.033775079327642558 -0.0070682100175268985 -0.0086879142009774063 0.051746921705544562 0.012287538464218086 0.032004419508494863 -2.5792083946415122e-06 0.017783143677330349 0.0097307055315034047 -0.017772038426082975 -0.015433534238827108 leaf_weight=7.0661189761012775 20.493586942553524 7.1684080492705124 7.5733778402209264 7.9566041370853782 5.4906007321551424 6.4715990927070379 9.1771438177674991 18.006753025576476 8.2775873914361018 5.9377592299133521 6.8008287232369184 25.739024102687836 10.812902754172681 1069.5545160882175 10.711802519857882 5.0419036578387022 5.4541576616466045 6.9299597945064297 leaf_count=76 133 88 70 113 154 106 232 256 58 57 58 539 83 6337 75 60 59 111 internal_value=0.000220678 -0.00798319 0.00117638 -0.0123557 0.0102144 0.0225394 0.000590542 -0.0075739 -0.0139484 0.00098177 0.0246309 0.000688326 0.0139402 0.000292618 0.00688849 -0.00588381 -0.0353372 -0.0296623 internal_weight=1244.66 52.2228 39.7025 15.53 24.1725 13.64 1192.44 53.1032 43.9261 1139.34 12.7386 1126.6 31.3065 1095.29 18.9894 10.5325 12.5203 24.9367 internal_count=8665 726 591 183 408 194 7939 732 500 7207 115 7092 216 6876 133 214 135 367 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=28 num_cat=0 split_feature=0 1 4 0 3 1 0 1 0 2 0 3 0 0 1 0 3 0 0 2 1 0 1 2 0 0 1 split_gain=1.74078 3.76405 3.48475 3.52001 2.77715 3.34609 2.85379 4.65433 5.48689 2.83532 3.78434 2.39279 3.4075 2.11357 2.06833 1.95965 1.76485 1.73544 1.64625 1.62358 2.08512 1.59852 1.21934 1.1578 1.12803 2.72746 2.11783 threshold=550.50000000000011 6.1500000000000012 4.5000000000000009 530.50000000000011 4.5000000000000009 4.7500000000000009 576.50000000000011 8.0500000000000025 570.50000000000011 4.5000000000000009 601.50000000000011 1.5000000000000002 603.50000000000011 523.50000000000011 4.2500000000000009 605.50000000000011 1.5000000000000002 542.50000000000011 577.50000000000011 4.5000000000000009 7.5500000000000007 512.50000000000011 6.8500000000000005 4.5000000000000009 477.50000000000006 462.50000000000006 11.050000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 9 7 8 -2 18 -11 15 -13 21 -15 -8 -3 -5 -6 20 -7 -4 -21 -9 25 -18 -26 right_child=4 16 13 17 5 19 11 23 -10 10 -12 12 -14 14 -16 -17 24 -19 -20 22 -22 -23 -24 -25 26 -27 -28 leaf_value=0.030602407881229948 0.0034620523300067777 0.01975885202824694 -0.01813946939584039 -0.024174162696147992 0.025910997150926547 0.010612949694058375 -0.010740142518020027 -0.042353085294007199 -0.01792369263966553 -0.019228961475374041 0.0089901252314233699 0.0089761752169372419 -0.00051471283319670777 -0.0079091580786398424 -0.031966673681356278 -0.00013058843871345289 -0.0098019638436382325 0.007792941371933682 -0.0010164192902078306 0.011545997813133325 -0.015182917302989507 0.0076496256101205203 0.027090001333484832 -0.01499913850564967 -0.00095076649858060283 0.023359211426375853 -0.025746522911476895 leaf_weight=7.4790771380066898 98.275589868426323 9.9459611568599922 10.424754712730648 7.8961079157888872 10.762361690402033 31.066515076905489 56.859208568930626 8.4394671022892016 41.882979467511177 29.857379548251629 18.274700060486794 167.14876326918602 213.79058912396431 14.896675273776053 28.5023651458323 179.77667605876923 9.8958805864676851 7.0915107280015945 10.169746674597262 39.227336384356022 9.3017000854015333 11.509886860847471 21.873291224241257 10.963384479284285 166.26904357224703 13.350695963948963 8.1288301162421686 leaf_count=71 667 96 179 63 68 213 285 66 247 169 79 880 923 120 260 775 348 52 52 232 72 126 130 75 2009 259 134 internal_value=-0.000117594 -0.00346588 -0.012082 0.00458015 0.000923356 0.00668303 -0.000341073 -0.00628517 -0.00297484 -0.00173629 -0.00844811 0.00119428 0.00364921 -0.0178697 -0.0241857 -0.00273538 0.000194784 -0.00919457 0.0131506 0.0124234 0.00432483 -0.00464551 0.0175377 -0.0286348 -0.00085907 0.00921449 -0.00227522 internal_weight=1243.06 295.391 87.8004 22.4667 947.67 170.533 777.137 159.561 140.159 69.0642 48.1321 617.575 380.939 65.3337 43.399 236.636 207.59 14.9876 20.9321 101.469 40.3682 21.9346 61.1006 19.4029 197.644 23.2466 174.398 internal_count=8650 3717 871 186 4933 1015 3918 1055 914 368 248 2863 1803 685 380 1060 2846 115 120 647 285 305 362 141 2750 607 2143 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=14 num_cat=0 split_feature=0 7 7 1 5 0 7 1 0 1 3 1 1 split_gain=2.32302 1.99203 3.71251 2.67428 2.59012 2.50102 4.65361 5.15877 3.69056 2.30946 2.78159 2.00933 1.47817 threshold=456.50000000000006 0.52765000000000006 0.52115000000000011 10.850000000000003 5.5000000000000009 549.50000000000011 0.64915000000000012 5.3500000000000005 533.50000000000011 1.0500000000000003 1.0000000180025095e-35 0.35000000000000003 5.5500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 12 -5 6 7 -3 -8 11 -11 -7 -2 right_child=1 5 -4 4 -6 9 8 -9 -10 10 -12 -13 -14 leaf_value=-0.026544884763283129 -0.0013982743858823804 0.010273504882102845 0.028681287689952872 -0.001972800423585263 0.038655762368392806 -0.0027309399695311359 0.019526759690955478 -0.033953434774709981 -0.015514221806512041 -0.014512396192160945 0.0017004277193069833 -0.027534207980506171 0.002938760470670816 leaf_weight=7.299672804772853 425.02207189798355 7.8937955759465686 11.324239287525414 6.3162181265652171 8.1454250887036306 20.226363331079483 15.024744892492892 27.127080660313368 13.086866132915018 28.128981709480286 286.35767609626055 13.620196953415869 362.57362334989011 leaf_count=289 2357 75 76 81 131 96 145 348 107 124 1473 60 3246 internal_value=-0.000181559 0 0.00143093 0.00100472 0.0216077 -0.00283393 -0.0119171 -0.0238373 0.00306972 -0.00114396 0.000193034 -0.0133592 0.000593156 internal_weight=1232.15 1224.85 813.382 802.057 14.4616 411.466 63.1325 35.0209 28.1116 348.333 314.487 33.8466 787.596 internal_count=8608 8319 5891 5815 212 2428 675 423 252 1753 1597 156 5603 is_linear=0 shrinkage=0.05 Tree=117 num_leaves=15 num_cat=0 split_feature=1 0 7 7 3 0 2 3 7 0 7 1 0 0 split_gain=2.09884 4.18682 2.74309 2.39294 2.18761 2.92942 2.33024 2.10309 3.10796 4.11793 3.46716 1.73426 3.10039 1.40889 threshold=1.5500000000000003 592.50000000000011 0.26715000000000005 0.91920000000000013 1.5000000000000002 635.50000000000011 5.5000000000000009 2.5000000000000004 0.15525000000000003 573.50000000000011 0.22265000000000004 9.8500000000000032 557.50000000000011 517.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 7 6 -6 -4 8 9 -2 -10 13 -13 -9 right_child=3 2 4 -5 5 -7 -8 11 10 -11 -12 12 -14 -15 leaf_value=0.034191391593187785 0.0025558104405651637 -0.017471847752362758 0.014541411969792743 -0.023295014935858199 0.0036170157283704932 0.032602678578413744 -0.0080390124850794331 -0.0088046671295946774 0.019921156397595761 -0.03994310764835543 0.0027033650463003859 0.0024504057192357258 0.040123490365968989 -0.0012404917485225012 leaf_weight=11.845056839287279 13.385139986872675 12.251427277922629 16.63404943048954 9.8685702905058843 21.398606449365616 14.618496537208555 31.445882722735405 68.315850263461471 30.986299285665154 8.5427712053060514 367.72964051552117 37.459668391384184 5.5045246183872214 585.53340180590749 leaf_count=60 116 53 72 46 92 66 146 1271 174 42 1923 658 30 3860 internal_value=0.000693267 0.00731248 0.00363935 4.76479e-05 0.0069428 0.0160796 0 0.000278907 0.00307039 -0.014803 0.00410045 -0.00140104 0.00819362 -0.00205069 internal_weight=1235.52 108.194 96.3485 1127.33 84.097 36.0171 48.0799 1117.46 420.644 21.9279 398.716 696.813 42.9642 653.849 internal_count=8609 489 429 8120 376 158 218 8074 2255 158 2097 5819 688 5131 is_linear=0 shrinkage=0.05 Tree=118 num_leaves=19 num_cat=0 split_feature=6 7 2 7 1 7 1 6 1 1 7 7 7 7 3 7 7 3 split_gain=1.41065 2.75348 2.30173 5.84178 2.43636 1.89001 3.62189 2.43806 5.8537 4.00381 1.88344 5.48315 2.8968 8.30366 2.79185 2.45903 1.96189 0.749564 threshold=3.5000000000000004 0.21315000000000003 5.5000000000000009 0.47195000000000004 4.4500000000000011 0.75675000000000014 7.2500000000000009 1.5000000000000002 2.7500000000000004 4.2500000000000009 0.45725000000000005 0.48285000000000006 0.38745000000000007 0.39245000000000008 4.5000000000000009 0.36595000000000005 0.52765000000000006 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 3 4 -3 10 7 8 -7 -9 12 14 15 -14 -12 -1 -13 -4 right_child=1 2 17 -5 -6 6 -8 9 -10 -11 11 16 13 -15 -16 -17 -18 -19 leaf_value=0.00033354599069162686 -0.019382612873062116 0.00081483640006528167 0.011241947535678554 -0.021456297518093484 0.037244031000768216 0.035100301914974395 0.032233550394136404 -0.02178993968692626 -0.0020797207124236645 0.012028648089319109 -0.027220435712204085 0.0056560711114523442 0.051666452665875245 0.0039792585211179841 0.0004274009842070315 -0.012117381417929736 -0.0031171701312118988 0.030740493037731305 leaf_weight=476.35007906146348 7.3382931016385546 9.0171142369508797 12.047678321599962 13.776524268090723 9.1110813766717893 14.77606253325939 11.207222219556568 19.170810520648956 31.196045512333512 14.404546461999415 32.123716544359922 79.39769870787859 8.8756529334932548 130.29844923317432 12.076213387772439 42.198319731280208 302.90191050618887 13.019752688705919 leaf_count=3867 48 43 53 73 58 68 73 85 166 72 200 510 68 893 110 294 1886 60 internal_value=0.00033026 0.00748315 0.0113045 0.00205716 0.0203751 -6.30208e-05 0.00682301 0.00282518 0.0102568 -0.00720816 -0.000649779 -0.00323657 0.0010224 0.00740301 -0.0197136 -0.000691432 -0.00127206 0.0223519 internal_weight=1239.29 64.3104 56.9722 31.9047 18.1282 1174.98 90.7547 79.5475 45.9721 33.5754 1084.22 426.5 657.723 139.174 44.1999 518.548 382.3 25.0674 internal_count=8627 335 287 174 101 8292 464 391 234 157 7828 2706 5122 961 310 4161 2396 113 is_linear=0 shrinkage=0.05 Tree=119 num_leaves=19 num_cat=0 split_feature=1 1 7 5 7 7 1 7 1 7 7 7 7 7 4 3 1 7 split_gain=4.38981 5.29791 4.0703 4.57167 2.29905 2.1628 2.10639 2.54371 2.30785 1.86893 2.40004 2.5505 1.7605 2.85125 4.02862 1.10251 0.976412 0.114796 threshold=3.3500000000000001 2.9500000000000006 0.44345000000000007 4.5000000000000009 0.67490000000000017 0.23575000000000004 3.4500000000000006 0.6664500000000001 4.1500000000000012 0.77640000000000009 0.73205000000000009 0.61225000000000007 0.70025000000000015 0.71110000000000018 3.5000000000000004 3.5000000000000004 1.4500000000000002 0.31775000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 5 -4 6 -3 -2 8 -8 10 11 -1 15 -14 -15 -6 -11 -7 right_child=4 2 3 -5 12 17 7 -9 -10 16 -12 -13 13 14 -16 -17 -18 -19 leaf_value=-0.00030357623786864325 -0.020907007617817139 0.0089690480910633429 0.022888431688694044 -0.016068964568207871 -0.0088006189711530968 0.047270229571759387 0.0070857744288794662 0.027068957106016606 -0.0013073116435009897 0.0050654222705397919 -0.02070676544176818 0.013859710889125168 0.019523512315999095 -0.03000565372007041 -0.0027797991954777584 -0.034518896963344863 0.024958900994830967 0.028566684771364079 leaf_weight=187.54271287098527 11.227468907833098 9.6570307649672014 14.831292837858202 13.303981572389601 10.612440742552282 10.293131396174433 92.041135147213936 7.5883470177650443 680.39875241648406 14.691086530685427 11.178726516664026 37.113023430109024 9.663646759465335 15.71548170596361 77.121427210047841 8.2087322324514371 11.804348409175871 12.096443835645912 leaf_count=880 62 51 67 68 55 51 507 48 5759 68 50 168 58 74 449 63 52 61 internal_value=0.000460018 0.00546786 0.0187317 0.00437625 -0.00130837 0.0306698 -0.000315169 1.21067e-06 -0.000292889 0.00234641 0.000881698 0.00206509 -0.00768957 -0.00493262 -0.00771254 -0.0214453 0.0146957 0.0390324 internal_weight=1235.09 322.512 60.1819 28.1353 912.577 32.0466 791.256 780.028 772.44 262.33 235.834 224.656 121.322 102.501 92.8369 18.8212 26.4954 22.3896 internal_count=8591 1516 298 135 7075 163 6376 6314 6266 1218 1098 1048 699 581 523 118 120 112 is_linear=0 shrinkage=0.05 Tree=120 num_leaves=24 num_cat=0 split_feature=0 2 0 1 3 3 3 3 0 5 1 1 3 3 1 1 2 3 6 0 0 0 5 split_gain=2.96784 3.79368 2.98984 2.54709 4.044 5.54207 3.46538 2.31939 1.79677 1.11045 3.32749 3.1383 2.23476 2.56177 2.179 3.82536 3.46922 1.8769 2.53521 1.85349 0.900808 0.641454 0.381904 threshold=564.50000000000011 5.5000000000000009 547.50000000000011 6.4500000000000011 6.5000000000000009 5.5000000000000009 1.5000000000000002 6.5000000000000009 521.50000000000011 5.5000000000000009 6.5500000000000007 7.3500000000000005 4.5000000000000009 3.5000000000000004 6.0500000000000007 5.5500000000000007 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 632.50000000000011 544.50000000000011 578.50000000000011 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 3 -3 4 5 -1 20 -8 -6 10 14 17 13 -12 15 -2 -16 19 -19 -11 -5 -13 -14 right_child=9 2 -4 6 8 -7 7 -9 -10 11 12 21 22 -15 16 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.0087964964796680995 -0.00034191004318730812 -0.042999744339209264 -0.0066570411004005514 0.0086140870453534669 -0.0036488586808860212 0.019266208740929713 -0.0042497301822747857 0.0080853833952539006 -0.034784417711282926 0.0078201101228801799 0.010577213726468358 -0.03292309297271364 0.014742138132001845 -0.011086072160721027 -0.02346757416157997 0.014177836916929211 0.0071824114560474833 0.010753682201383084 -0.015882507798817603 -0.012518084287019803 0.037247750940393509 -0.010513589410167352 0.032303430900687068 leaf_weight=113.84351855702698 514.29862099885941 10.058086279779674 13.303003758192061 6.6479784566909057 7.05654816515744 19.732580427080393 162.30454040225595 48.577229174785316 17.247256483882666 63.134036727249622 61.632644757628441 8.1728668138384837 11.057265594601631 16.364381328225136 22.345215521752834 48.692818462848663 14.318733960390089 11.270583339035509 31.622901789844036 12.486261770129202 6.1826778501272202 8.3621735200285894 9.7218493595719337 leaf_count=976 2395 95 99 70 117 190 1951 853 169 326 310 55 58 87 119 239 67 64 170 52 44 49 55 internal_value=-0.000951755 -0.00445948 -0.0236324 -0.00321394 -0.00805577 -0.00450141 0.000201456 -0.00135995 -0.0264434 0.000749812 0.00155784 -0.00337302 0.0100132 0.00588599 0.000142379 0.000927941 -0.0114919 -0.00040553 -0.00868419 0.00427711 0.0244688 -0.0231211 0.024294 internal_weight=1238.43 404.953 23.3611 381.592 157.88 133.576 223.712 210.882 24.3038 833.48 698.432 135.049 98.7761 77.997 599.655 562.991 36.6639 118.514 42.8935 75.6203 12.8307 16.535 20.7791 internal_count=8610 4564 194 4370 1452 1166 2918 2804 286 4046 3330 716 510 397 2820 2634 186 612 234 378 114 104 113 is_linear=0 shrinkage=0.05 Tree=121 num_leaves=24 num_cat=0 split_feature=0 0 0 3 6 4 6 0 3 3 0 0 5 4 3 4 5 0 0 0 3 0 2 split_gain=2.45844 1.36584 2.12042 2.32278 7.92272 2.37455 2.08413 3.60223 3.38489 1.93313 1.8265 2.67018 2.17998 1.68961 1.67938 1.52692 0.991526 1.16021 4.83607 1.54223 1.40263 0.947803 0.246033 threshold=618.50000000000011 535.50000000000011 574.50000000000011 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 525.50000000000011 3.5000000000000004 7.5000000000000009 565.50000000000011 560.50000000000011 3.5000000000000004 4.5000000000000009 8.5000000000000018 6.5000000000000009 5.5000000000000009 672.50000000000011 665.50000000000011 682.50000000000011 1.5000000000000002 701.50000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 10 4 -4 -5 7 15 -9 13 11 -3 -12 -8 -11 -1 17 18 20 -19 -2 -21 -18 right_child=16 2 3 5 -6 -7 9 8 -10 14 12 -13 -14 -15 -16 -17 22 19 -20 21 -22 -23 -24 leaf_value=0.013140574016536264 0.0014024781688101813 0.0038360641447963487 -0.03718050647564218 -0.0044669470963617152 -0.00094393179145052227 0.0039047497396959515 0.0076509051600903225 0.01566178322381899 -0.028687079958974623 -0.040873979054671876 -0.0090633829970799377 -0.0096681176217846068 0.012650002755877188 -0.0087311303808097953 -0.0075546041939229111 -0.0058372706466792738 -0.0090091379594263565 0.027885111648487716 -0.025025906422433949 -0.0013461923900765171 0.0093555140251228488 0.017148510339535499 2.0025510830900348e-05 leaf_weight=42.793564707040787 101.40640988945961 180.12711477279663 18.546809040009975 157.13659973442554 67.66604945063591 181.39368053525686 18.25893896818161 5.1782287061214474 13.692298900336025 7.1295913625508573 12.53263111412525 44.792400665581226 77.79867284744978 82.456906084902585 8.9830694328993541 12.924802410416303 12.956281140446665 11.939199194312094 12.378215894103048 16.056661322712902 127.06411755084991 10.469044059514998 14.061084464192389 leaf_count=715 414 1469 99 773 318 967 191 48 142 119 70 323 462 1132 177 306 55 62 53 73 525 57 59 internal_value=0.000744255 -0.000529896 0.000439246 -0.00185737 -0.0091337 2.39699e-06 -0.00428526 0.00217588 -0.01609 -0.00843626 0.00354542 0.0010937 0.00951647 -0.00566603 -0.024117 0.00862489 0.00462375 0.00551687 0.00416346 0.0135444 0.00586885 0.00612938 -0.00429849 internal_weight=1237.74 931.411 739.994 424.743 86.2129 338.53 191.417 74.5889 18.8705 116.829 315.251 224.92 90.3313 100.716 16.1127 55.7184 306.331 279.314 240.849 38.4649 228.471 26.5257 27.0174 internal_count=8609 7311 4481 2157 417 1740 2830 1211 190 1619 2324 1792 532 1323 296 1021 1298 1184 992 192 939 130 114 is_linear=0 shrinkage=0.05 Tree=122 num_leaves=20 num_cat=0 split_feature=7 7 4 7 3 0 0 7 7 5 3 0 6 6 7 0 7 3 0 split_gain=1.18725 3.51808 3.6291 3.01876 2.30943 2.71106 2.56116 2.18747 2.06197 4.39222 3.99798 1.98005 1.78271 2.19081 2.1627 1.74802 1.65763 0.651423 0.427304 threshold=0.50155000000000005 0.51055000000000017 2.5000000000000004 0.46010000000000006 2.5000000000000004 576.50000000000011 676.50000000000011 0.45065000000000005 0.48285000000000006 4.5000000000000009 2.5000000000000004 584.50000000000011 3.5000000000000004 2.5000000000000004 0.23320000000000005 570.50000000000011 0.47195000000000004 4.5000000000000009 590.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 11 -3 7 6 -6 -4 12 9 16 -10 -2 13 -1 -14 -12 -5 -11 -9 right_child=1 2 4 8 5 -7 -8 18 10 17 15 -13 14 -15 -16 -17 -18 -19 -20 leaf_value=0.00057702325668348541 0.0054043926205045193 -0.019844275511082952 -0.002628865666775863 0.0097005197536802704 0.0005577871996664403 0.011609947974490317 0.017952902203475504 0.02598720492300087 -0.019849768611719804 -0.03968012511007217 0.027962201412072243 0.04245550499709029 -0.00897210525016451 -0.0087240793639212222 0.018541508580782486 0 -0.015676034993278586 -0.014806457454158761 0.0087471005234336357 leaf_weight=576.35820741392672 7.4247516673058254 17.290249079465866 187.53952971845865 13.111986368894579 106.99141821358353 116.77589853852987 15.408050864934919 7.704694431275132 14.651520464569328 13.927172146737577 9.4936641622334736 7.5410439670085907 8.8673878349363786 70.046795370057225 25.069296352565289 11.434266120195387 10.753509348258374 6.2010158635675898 11.10079015791416 leaf_count=4606 64 80 926 72 1006 559 77 73 78 101 90 37 55 438 130 59 60 67 51 internal_value=0.000770941 0.00278653 0.0019406 -0.000412667 0.00287934 0.00637374 -0.000961389 0.000635897 -0.00958119 -0.0166976 -0.000429158 0.0258769 0.000151413 -0.000435074 0.0111583 0.0132243 -0.00170336 -0.0333173 0.0170184 internal_weight=1237.69 458.971 444.005 778.72 426.715 223.767 202.948 699.147 79.5731 43.9937 35.5795 14.9658 680.342 646.405 33.9367 20.9279 23.8655 20.1282 18.8055 internal_count=8629 2749 2648 5880 2568 1565 1003 5353 527 300 227 101 5229 5044 185 149 132 168 124 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=17 num_cat=0 split_feature=7 7 5 0 3 3 0 0 0 0 1 0 1 1 0 1 split_gain=2.16055 2.8711 2.64708 1.99758 1.71827 1.60691 2.86851 3.3262 3.25483 2.55784 3.20977 1.83906 1.35985 2.37676 1.39003 0.283996 threshold=0.10625000000000001 0.12235000000000001 5.5000000000000009 580.50000000000011 6.5000000000000009 6.5000000000000009 515.50000000000011 470.50000000000006 548.50000000000011 498.50000000000006 7.3500000000000005 637.50000000000011 6.5500000000000007 5.3500000000000005 536.50000000000011 8.1500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 12 9 7 -7 -8 10 -3 -11 13 -1 -14 -6 right_child=1 5 -4 -5 15 6 8 -9 -10 11 -12 -13 14 -15 -16 -17 leaf_value=-0.02664121416050837 0.0022145105034974584 -0.044972336666328147 0.041071136725710465 0.015024259314274469 -0.0053764249620249765 -0.010085681373629725 -0.012789364709631844 0.029775369982517355 0.0092717273166059849 -0.001424631726568982 -0.0043793955828717044 0.0042601558722740818 -0.015488323369314683 0.013226652537719173 -0.044740542832336652 0.0090364628024519975 leaf_weight=6.1083693169057351 10.503841802477838 6.239071978256109 7.0714318156242362 5.764510676264762 5.1978116063401085 6.2592378649860647 26.868021156638861 19.359655108302832 40.741587977856398 881.7643104866147 16.700015421956778 168.38983744382858 13.465395762585105 6.8173011858016253 7.1393087282776824 6.2122215507552028 leaf_count=74 68 131 65 31 88 169 302 346 257 5454 381 730 240 72 60 148 internal_value=-0.000452553 -1.13746e-05 0.0194871 -0.0104574 -0.0140906 -0.000325922 0.00592819 0.0198356 0.00037316 -0.000878937 -0.0170463 -0.000505147 -0.0196691 -0.00581508 -0.0274571 0.00216364 internal_weight=1234.6 1183.9 17.5753 50.7049 44.9404 1166.32 93.2285 25.6189 67.6096 1073.09 22.9391 1050.15 33.5304 12.9257 20.6047 11.41 internal_count=8616 7903 133 713 682 7770 1074 515 559 6696 512 6184 446 146 300 236 is_linear=0 shrinkage=0.05 Tree=124 num_leaves=20 num_cat=0 split_feature=4 1 7 1 7 6 1 1 1 7 7 7 7 7 1 4 1 4 1 split_gain=2.04886 1.96946 4.36039 4.50274 3.33262 2.11165 2.82569 4.37101 2.2511 2.01496 1.95179 3.39946 3.68991 2.59266 2.11566 1.84471 1.76361 1.22112 0.742437 threshold=6.5000000000000009 1.7500000000000002 0.27175000000000005 0.35000000000000003 0.70465000000000011 1.0000000180025095e-35 3.5500000000000003 4.7500000000000009 10.950000000000001 0.47415000000000007 0.12645000000000003 0.25435000000000008 0.21035000000000001 0.37555000000000005 4.6500000000000012 5.5000000000000009 5.5500000000000007 4.5000000000000009 6.7500000000000009 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 9 -5 6 17 -8 15 -4 -2 12 18 16 -15 -7 -13 -3 -12 right_child=10 5 3 4 -6 8 7 -9 -10 -11 11 13 -14 14 -16 -17 -18 -19 -20 leaf_value=-0.027052515446347899 -0.027539499653441823 -0.005704257281313815 0.025381244129095332 -0.015667469976728781 0.010527786601913921 0.001666809783639996 0.013373645965888923 -0.0037286822488526213 -0.021909092129207563 0.0022329801638868497 0.007699901923157281 -0.0024969561978386168 0.041249245406356772 -0.023020878055039013 0.0041221776613209219 0.008025945085451373 -0.040153031150248326 -0.02241213134025568 -0.015607346333605811 leaf_weight=18.694448225200176 10.015493647195397 25.79627799987793 15.335736185312269 49.462899394333363 14.974557876586912 617.44146201014519 45.999358173459768 181.00288220122457 8.2541852947324497 23.927075929939747 5.9628669135272521 5.040784388780593 6.3542859610170117 8.8910029381513578 24.783974397927523 140.1951578296721 9.4710934497416002 20.933441061526537 5.548561830073595 leaf_count=85 196 123 70 223 65 3586 281 1686 136 115 49 41 71 53 315 1161 165 125 91 internal_value=-2.31595e-05 0.000495987 -0.00546985 -0.00131008 -0.00943572 0.00120773 -0.00254614 -0.000197709 0.00255747 0.0118045 -0.00792206 -0.00450656 0.0135042 -0.0114247 -0.00335728 0.00285914 -0.0283995 -0.0136064 -0.0034842 internal_weight=1238.09 1162.02 122.395 103.7 64.4375 1039.62 273.732 227.002 765.891 39.2628 76.0681 66.0526 17.8657 48.1869 33.675 757.637 14.5119 46.7297 11.5114 internal_count=8637 7656 558 473 288 7098 2215 1967 4883 185 981 785 211 574 368 4747 206 248 140 is_linear=0 shrinkage=0.05 Tree=125 num_leaves=18 num_cat=0 split_feature=0 3 0 1 6 3 1 5 0 1 3 0 1 0 4 1 1 split_gain=1.84096 2.60626 1.58876 2.20966 2.52624 1.83665 2.13119 1.5617 1.51536 1.42623 3.51708 3.52662 1.40493 1.08721 1.22811 0.526284 0.0512327 threshold=645.50000000000011 1.5000000000000002 640.50000000000011 1.2500000000000002 1.5000000000000002 5.5000000000000009 10.850000000000003 4.5000000000000009 633.50000000000011 1.9500000000000002 1.0000000180025095e-35 678.50000000000011 1.9500000000000002 671.50000000000011 3.5000000000000004 3.7500000000000004 3.0500000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 3 4 7 8 -7 -1 -5 10 11 -2 -3 14 -11 -14 -4 right_child=1 12 16 5 -6 6 -8 -9 -10 13 -12 -13 15 -15 -16 -17 -18 leaf_value=0.031326245084983273 -0.012863729297978211 0.029473376264939344 -0.0084158013865779941 0.00061722073460402922 -0.0029978314301093989 -0.0065970885988763236 0.014878950449275785 0.005986172403237267 -0.010060780907588112 0.013295615275015146 -0.02324859520679956 0.023615852578441527 0.00070286129109290536 0.019115074555385275 -0.0056203441768637123 0.01555191533352213 -0.016065443623838254 leaf_weight=13.777543455362322 11.814344525337221 13.035671092569826 13.546298190951349 809.20104378741235 19.64967767894268 180.13681054860353 11.277144202962516 12.289651073515413 33.630193382501602 13.259694159030913 16.193729937076569 12.639856785535811 12.337248951196672 12.172467485070227 20.273551881313324 12.323791056871412 12.189391314983366 leaf_count=59 52 62 55 5444 87 1928 231 58 138 54 73 66 52 57 83 51 50 internal_value=2.05932e-07 0.00575472 -0.000645502 -0.000342347 0.010287 -0.000826508 -0.00523509 0.0202267 0.00017381 0.00085132 -0.0058215 0.00598238 0.0165457 0.00689037 0.00188302 0.00863506 -0.0126914 internal_weight=1229.75 124.05 1105.7 1079.96 45.7169 1034.25 191.414 26.0672 842.831 86.3536 40.6479 24.4542 37.6967 45.7057 33.5332 24.661 25.7357 internal_count=8600 550 8050 7945 204 7741 2159 117 5582 385 191 118 165 194 137 103 105 is_linear=0 shrinkage=0.05 Tree=126 num_leaves=24 num_cat=0 split_feature=1 6 7 7 1 7 7 2 7 7 1 7 7 1 2 1 4 3 1 1 7 1 1 split_gain=1.98319 2.82487 3.2157 3.93819 2.64392 2.38792 4.33572 3.1408 1.92791 5.39537 3.70856 2.98202 7.09395 4.42443 3.03195 3.2891 2.89013 2.28857 1.79451 1.6657 1.3166 1.23669 0.411872 threshold=2.6500000000000008 1.5000000000000002 0.77640000000000009 0.65645000000000009 1.2500000000000002 0.7380000000000001 0.63400000000000012 4.5000000000000009 0.45725000000000005 0.48285000000000006 9.9500000000000011 0.33785000000000004 0.30465000000000003 4.4500000000000011 3.5000000000000004 5.5500000000000007 5.5000000000000009 4.5000000000000009 5.5500000000000007 4.0500000000000007 0.30925000000000008 10.550000000000002 5.6500000000000012 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 left_child=1 2 3 4 -1 6 7 -3 11 17 18 12 13 -2 16 -16 -13 19 -11 -10 -14 -12 -19 right_child=8 5 -4 -5 -6 -7 -8 -9 9 10 21 14 20 -15 15 -17 -18 22 -20 -21 -22 -23 -24 leaf_value=0.014055562145076526 0.012980551427131261 -0.035489131869418711 0.025060701587710562 -0.024579233647003068 -0.0044111326594394812 -0.028429501567374296 0.020203783434165543 -0.0071185797282418625 -0.0073906739740741637 0.0020301856133649009 0.041180376667310475 0.0045177985407861302 -0.035918233008765517 -0.000717083203457588 0.0029490005070965035 0.016298436509675277 -0.028005416761463831 0.0081150428127672609 -0.0048670767366623116 -0.035627935625420201 -0.013305659554105976 0.0064198515529033384 -0.009015936068411206 leaf_weight=29.654251009225845 75.40744698420167 10.716387726366518 11.322316296398638 15.196179971098898 51.318977497518063 15.01596876978874 11.541563242673872 69.774351850152016 8.6949660331010836 208.08842825889587 5.8891827389597875 16.401925479993228 7.8850405551493159 255.2035055141896 98.064534269273281 88.992288424633443 10.208245010115204 5.5390662010759097 170.11899111699313 18.315852282568812 42.154178744181991 5.3881995417177677 6.4478301629424095 leaf_count=137 414 57 52 71 246 67 51 315 43 1111 63 148 62 2482 537 710 167 41 1242 136 355 79 76 internal_value=-0.000351253 -0.00471264 0.000975125 -0.00203781 0.00237976 -0.0104264 -0.00716128 -0.0113463 0.000562407 -0.00198511 -0.000175808 0.00240773 -0.000236442 0.00242179 0.0071208 0.00937948 -0.00834016 -0.0194741 -0.00106369 -0.027305 -0.0176008 0.0268551 -0.000699502 internal_weight=1237.34 214.54 107.492 96.1694 80.9732 107.048 92.0323 80.4907 1022.8 428.483 389.485 594.317 380.65 330.611 213.667 187.057 26.6102 38.9977 378.207 27.0108 50.0392 11.2774 11.9869 internal_count=8662 996 506 454 383 490 423 372 7666 2791 2495 4875 3313 2896 1562 1247 315 296 2353 179 417 142 117 is_linear=0 shrinkage=0.05 Tree=127 num_leaves=25 num_cat=0 split_feature=2 6 0 3 1 1 7 7 0 3 3 6 3 7 7 0 6 0 1 3 1 3 1 0 split_gain=2.02465 2.8941 5.36953 4.78741 3.53703 2.19527 2.88882 3.33977 2.64621 2.25465 2.24619 3.63871 5.32683 3.32507 7.06222 2.68103 2.09837 2.04251 3.17991 3.66397 3.27131 1.67875 1.18305 0.519888 threshold=4.5000000000000009 1.5000000000000002 620.50000000000011 1.5000000000000002 6.9500000000000011 6.8500000000000005 0.20535000000000003 0.22575000000000003 531.50000000000011 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 0.46505000000000007 0.38515000000000005 585.50000000000011 1.5000000000000002 466.50000000000006 8.6500000000000004 8.5000000000000018 10.350000000000003 4.5000000000000009 7.4500000000000011 452.50000000000006 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 17 3 -3 -5 6 9 -8 -9 16 11 15 -13 14 -12 -7 -2 23 19 -19 -20 -11 -15 -1 right_child=5 2 -4 4 -6 10 7 8 -10 21 13 12 -14 22 -16 -17 -18 18 20 -21 -22 -23 -24 -25 leaf_value=-0.010143892435881452 0.0084535960082670145 -0.026654434713203362 0.038407339761836412 0.010049987074213037 -0.0075177207470771045 0.0190405280375445 0.022196391506764456 0.024394082532882541 0.00031657993725500862 -0.035650160282764035 0.011214191649433344 0.016112411370097252 -0.028613558717452969 0.013810375712211964 0.06227942240986796 -0.0066887713111725049 -0.013739818367811102 -0.0057815150450617938 0.014492213325830845 -0.040413895132221891 -0.012688094706593548 -0.0086242148988097175 -0.0097380183273789531 -0.036076525000947324 leaf_weight=5.2230691816657764 21.560792043805122 13.488421339541672 9.0567456483840925 78.500578813254833 43.610787666402757 28.194729568436742 17.89183721318841 10.661161066964267 566.83478577435017 10.407120738178493 32.630358399823308 9.4081165045499819 17.605002872645855 7.1330927349627045 7.9126982763409606 14.506557479500769 19.06043604016304 232.82457973994315 36.833999060094357 6.9999917335808268 14.588161759078501 14.667388990521429 14.303692813962696 5.610792619176209 leaf_count=220 121 86 37 537 490 214 93 113 2798 65 289 46 108 46 64 68 95 1975 463 125 229 106 114 151 internal_value=5.4241e-05 -0.00263011 0.00314906 0.000493615 0.00372515 0.0015746 0.000387968 0.00149829 0.000811118 -0.00947124 0.00744581 0.00116677 -0.0128388 0.0142984 0.0225601 0.0102323 -0.00191986 -0.00541532 -0.00454977 -0.00697674 0.006591 -0.0209701 -0.00141315 -0.0259104 internal_weight=1239.51 446.737 144.657 135.6 122.111 792.778 661.084 595.388 577.496 65.6957 131.694 69.7144 27.0131 61.9798 40.5431 42.7013 40.6212 302.081 291.247 239.825 51.4222 25.0745 21.4368 10.8339 internal_count=8653 4313 1150 1113 1027 4340 3391 3004 2911 387 949 436 154 513 353 282 216 3163 2792 2100 692 171 160 371 is_linear=0 shrinkage=0.05 Tree=128 num_leaves=19 num_cat=0 split_feature=0 4 0 0 1 4 1 7 7 0 7 2 1 1 0 1 0 0 split_gain=2.78317 2.64803 1.72083 3.27307 2.95074 2.2406 3.15752 2.01687 1.83523 1.6613 2.0544 1.61619 1.76723 2.08928 1.54591 4.25315 2.30295 0.918864 threshold=599.50000000000011 2.5000000000000004 640.50000000000011 651.50000000000011 3.4500000000000006 3.5000000000000004 0.35000000000000003 0.35695000000000005 0.47195000000000004 597.50000000000011 0.45065000000000005 6.5000000000000009 1.1500000000000001 3.2500000000000004 587.50000000000011 1.4500000000000002 593.50000000000011 623.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 11 4 8 6 -5 -7 -4 14 -11 12 17 -14 15 -3 -16 -2 right_child=2 9 3 5 -6 7 -8 -9 -10 10 -12 -13 13 -15 16 -17 -18 -19 leaf_value=-0.03247409787019425 -0.018116608960808835 0.028453480967059908 -0.0086948342036576986 0.016106679493038047 0.0015058064969655132 -0.0080969959417960553 -0.014109471564845636 0.013531808582036457 -0.034967651974248753 0 -0.031480990614517645 0.016138051081163032 0.01057573238107456 0.00093152447193605543 0.0085634453400593932 -0.0040538362753752104 -0.0062862278365931933 0 leaf_weight=6.74078495055437 13.394876688718798 9.2049555107951146 13.910779997706415 10.656570032238958 19.402239680290222 12.97135069966316 32.092652156949043 45.666643738746643 15.039425686001776 9.9782956987619418 10.249130882322786 23.267480328679085 80.282610729336739 186.83410555124283 67.378548547625542 621.98200459312648 40.992091372609138 13.259681865572928 leaf_count=37 60 49 57 57 79 56 141 203 61 50 53 96 342 833 338 5846 208 54 internal_value=-0.00143855 -0.00329259 0.00159591 -0.00279023 -0.0133689 0.00228727 -0.00626688 0.0086079 -0.0232221 -0.00298477 -0.0168298 0.0036855 0.00263086 0.0038774 -0.00257713 -0.0035276 0.0028946 -0.00936888 internal_weight=1233.3 766.526 466.778 149.74 48.3524 101.387 42.7492 58.638 28.9502 759.785 20.2274 317.039 293.771 267.117 739.558 631.187 108.371 26.6546 internal_count=8620 6581 2039 654 197 457 198 259 118 6544 103 1385 1289 1175 6441 5895 546 114 is_linear=0 shrinkage=0.05 Tree=129 num_leaves=12 num_cat=0 split_feature=0 5 6 0 7 7 0 0 1 6 6 split_gain=1.23058 3.14487 2.30754 2.03677 1.86437 1.21165 0.995556 1.86062 1.46778 0.964608 0.115519 threshold=498.50000000000006 5.5000000000000009 1.5000000000000002 479.50000000000006 0.28475000000000006 0.036350000000000007 701.50000000000011 681.50000000000011 0.65000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 -3 -2 7 8 -7 -5 -1 right_child=5 2 -4 9 -6 6 -8 -9 -10 -11 -12 leaf_value=-0.015363618985506184 0.018429982596348343 -0.0093476825673871246 0.024972142787023921 -0.00661183706718824 0.021115787564213194 -0.0082038869940429995 0.015818449740518669 -0.015326309795505175 0.00091592220219092991 -0.035249535738319404 -0.033492327731585857 leaf_weight=5.9522150577977282 8.4465569183230382 9.6014550756663137 6.6299823094159356 7.8116630949079973 8.4469407172873598 44.88026949763298 9.4346757531166059 17.743798181414604 1107.4061371404678 5.158525263890624 7.2558142235502601 leaf_count=155 109 267 129 170 206 201 54 81 7019 118 179 internal_value=0.0002484 -0.00728444 0.000144148 -0.00562067 0.00500728 0.000580955 0.000433392 0.000291661 0.000549575 -0.0200675 -0.0273309 internal_weight=1238.77 50.8566 37.6486 31.0186 18.0484 1187.91 1179.46 1170.03 1152.29 12.9702 13.208 internal_count=8688 1224 890 761 473 7464 7355 7301 7220 288 334 is_linear=0 shrinkage=0.05 Tree=130 num_leaves=15 num_cat=0 split_feature=7 7 3 0 0 0 7 7 7 3 0 7 7 3 split_gain=1.6881 3.09386 2.44184 4.01602 2.293 4.52683 2.61302 2.04616 1.38853 3.8533 3.45594 1.35326 5.874 3.52859 threshold=0.19925000000000001 0.20535000000000003 1.5000000000000002 610.50000000000011 557.50000000000011 548.50000000000011 0.12645000000000003 0.15775000000000003 0.22035000000000002 2.5000000000000004 559.50000000000011 0.61225000000000007 0.59810000000000008 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 7 4 5 -4 -6 -1 9 -3 -11 12 -10 -13 right_child=1 8 3 -5 6 -7 -8 -9 11 10 -12 13 -14 -15 leaf_value=-0.02645452733277541 -0.026184447073935815 0.036506664782680741 0.0053077572878867402 0.035994368223814785 0.011127589670294334 0.037636418100220836 -0.010093421218488862 0.0046252861731043617 -0.00050168259134721505 -0.026300976926408107 0.014442732248007002 0.0014126658598214022 -0.02762173717400241 0.025669675708370216 leaf_weight=9.6710022427141684 10.268987022340296 8.7950029820203799 80.19508723448962 10.268106877803801 21.415914826095104 11.741324134171007 39.77259186655283 9.564792472869156 724.82286331709474 7.6160733476281193 12.091858416795729 254.43183560669422 19.551096990704536 14.997550707310436 leaf_count=64 73 49 1118 43 132 87 210 48 5025 94 63 1371 133 130 internal_value=0.000643294 -0.000123689 0.00506761 0.00708053 0.00488825 0.00985084 -0.00252619 -0.0112885 0.000153125 0.0108482 -0.00157084 -0.000153033 -0.0012568 0.00287133 internal_weight=1235.2 1052.58 182.629 163.393 153.125 91.9364 61.1885 19.2358 1042.31 28.5029 19.7079 1013.8 744.374 269.429 internal_count=8640 6938 1702 1590 1547 1205 342 112 6865 206 157 6659 5158 1501 is_linear=0 shrinkage=0.05 Tree=131 num_leaves=19 num_cat=0 split_feature=5 3 0 7 0 7 7 0 7 7 0 0 0 0 0 3 3 7 split_gain=2.2577 2.49061 3.29035 3.15488 3.00563 2.14371 3.96436 3.37355 2.04043 1.80659 1.69758 1.22804 1.69534 2.55966 2.89068 1.56459 2.73773 0.490354 threshold=3.5000000000000004 1.5000000000000002 597.50000000000011 0.63400000000000012 543.50000000000011 0.55575000000000008 0.7209000000000001 672.50000000000011 0.58535000000000015 0.69120000000000015 614.50000000000011 686.50000000000011 645.50000000000011 638.50000000000011 636.50000000000011 1.0000000180025095e-35 1.5000000000000002 0.48285000000000006 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 -3 7 -7 -4 -6 -5 -11 12 13 14 -2 -14 -17 -15 right_child=11 3 5 9 8 6 -8 -9 -10 10 -12 -13 15 17 -16 16 -18 -19 leaf_value=0.013682493916207197 0.0018202292949469736 -0.02966761458281026 -0.029224207082106657 0.030895609794655939 0.0010633568307350286 0.0090339419169956758 -0.02297986313596476 0.0016646950764168983 -0.021317540316526648 -0.0086782733366168284 0.016824385337068683 -0.016275706442601793 0.023331739040501943 -0.0054663020059422841 0.031067331073102375 -0.0085393952507556176 0.01737262722321993 -0.020706064187719274 leaf_weight=11.975066505372522 878.24069524277002 8.8579868543893081 31.475163042545319 9.8460628390312177 112.68914628773928 22.041296228766441 15.592921689152716 11.59217708557844 10.165505349636076 10.550530835986139 13.800340011715887 8.046078294515608 16.180325701832771 12.116008773446085 7.5607433319091788 18.756472811102867 19.901520535349846 12.496464252471922 leaf_count=67 6899 103 132 47 573 97 68 58 50 55 58 39 71 50 31 78 85 51 internal_value=0.000903411 -0.00323378 -0.00975395 0.000415026 -0.00308631 -0.0134177 -0.00435234 -0.0209475 -0.000905327 0.0137473 0.00567113 0.0020099 0.00218419 0.00165701 0.00211026 0.0106603 0.00477599 -0.0139055 internal_weight=1231.88 258.586 92.6766 165.91 131.713 80.7016 37.6342 43.0673 122.855 34.1969 24.3509 973.298 965.252 910.414 885.801 54.8383 38.658 24.6125 internal_count=8612 1308 422 886 726 355 165 190 623 160 113 7304 7265 7031 6930 234 163 101 is_linear=0 shrinkage=0.05 Tree=132 num_leaves=13 num_cat=0 split_feature=0 3 0 1 7 7 7 3 3 5 5 7 split_gain=1.31727 3.4404 1.92717 1.73507 1.41558 3.96526 3.79996 3.93098 2.08302 1.52635 1.13314 0.973712 threshold=665.50000000000011 1.0000000180025095e-35 661.50000000000011 1.9500000000000002 0.61225000000000007 0.57630000000000015 0.67075000000000007 4.5000000000000009 2.5000000000000004 2.5000000000000004 4.5000000000000009 0.60520000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 4 -3 5 10 7 -6 -7 -8 -1 -2 right_child=1 3 -4 -5 6 8 9 -9 -10 -11 -12 -13 leaf_value=-0.0026730487494754408 0.011784912940832948 -0.032196883573608621 0.021283286240157628 -0.0062041770420949603 0.0054148684712133658 -0.0027432117254179446 0.016451720321006977 0.031629895860136134 -0.024158403818958632 -0.0025386663923914767 0.00095964674499114026 -0.0071590674687082457 leaf_weight=371.85607701539993 16.440017968416218 13.973589330911638 9.2831276804208738 13.261593908071516 60.082058854401112 20.523653836920857 10.284125559031962 18.316158937290311 27.048199649900198 161.11811036989093 502.67176390718669 9.9171444624662382 leaf_count=2139 80 70 41 59 323 109 45 147 224 878 4462 50 internal_value=-0.000613795 -0.00821016 -0.000258252 -0.0203854 -0.000451155 -0.00135951 0.00287399 0.0119237 -0.015269 -0.00128142 -0.000580582 0.00447314 internal_weight=1234.78 53.5923 1181.18 27.2352 1171.9 922.1 249.8 78.3982 47.5719 171.402 874.528 26.3572 internal_count=8627 259 8368 129 8327 6934 1393 470 333 923 6601 130 is_linear=0 shrinkage=0.05 Tree=133 num_leaves=10 num_cat=0 split_feature=0 0 2 0 3 0 3 0 5 split_gain=2.73791 1.48312 1.85686 1.17271 2.27321 1.98128 2.50605 0.921482 1.87833 threshold=473.50000000000006 481.50000000000006 3.5000000000000004 492.50000000000006 5.5000000000000009 496.50000000000006 8.5000000000000018 465.50000000000006 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 left_child=7 2 -2 4 -3 -5 -7 8 -1 right_child=1 3 -4 5 -6 6 -8 -9 -10 leaf_value=0.012320536886705574 0.037275937833112054 -0.035683530006746483 -0.0024492220719614533 0.023636909268768883 0.0058620112580045876 0.00044418425362252281 -0.017563896997887692 -0.032572422680913933 -0.024729082204028533 leaf_weight=5.1834229752421397 5.0587283335626108 5.5066444389522058 5.068939657881856 8.049458045512436 5.835005521774292 1179.1695047914982 18.636351933702826 6.6523559261113396 6.6043583657592535 leaf_count=180 100 151 98 140 153 7278 250 127 217 internal_value=3.68706e-05 0.00033549 0.0185107 0.000165088 -0.0151611 0.000325825 0.000145413 -0.0185761 -0.00835686 internal_weight=1245.76 1227.32 10.1277 1217.2 11.3416 1205.86 1197.81 18.4401 11.7878 internal_count=8694 8170 198 7972 304 7668 7528 524 397 is_linear=0 shrinkage=0.05 Tree=134 num_leaves=21 num_cat=0 split_feature=7 7 1 7 7 6 1 0 4 1 0 0 0 1 1 7 0 0 0 7 split_gain=1.8062 3.73469 4.09964 2.94866 4.00717 2.94113 4.32376 2.1885 2.39366 1.90412 1.85737 4.51803 4.29508 2.08383 1.59771 1.56906 1.5514 2.8431 2.25328 1.03052 threshold=0.67490000000000017 0.70025000000000015 3.0500000000000003 0.61225000000000007 0.63100000000000012 1.5000000000000002 5.5500000000000007 672.50000000000011 3.5000000000000004 5.2500000000000009 621.50000000000011 659.50000000000011 599.50000000000011 6.1500000000000012 4.9500000000000011 0.77640000000000009 481.50000000000006 473.50000000000006 500.50000000000006 0.77640000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 7 9 6 -6 16 -9 -5 12 19 13 -3 -7 -14 17 -1 -18 -12 right_child=1 10 -4 4 5 14 -8 8 -10 -11 11 -13 15 -15 -16 -17 18 -19 -20 -21 leaf_value=-0.00028993215116524489 0.0077786615695890245 -0.010581186284632721 -0.032706624186437355 0.011258505998390332 0.0077531646509631513 0.0039719769957128302 -0.025540967511039916 -0.0014115015724845573 0.028065369642499532 0.039568902069174322 -0.02697177152837768 0.012750846216599122 0.0067009402126067558 0.0068368475009457259 0.029833563471271765 0.033205104214655237 -0.015568968897912139 0.033050840854073726 -0.00014138504931793524 -0.0098195674834121935 leaf_weight=17.411941020749513 8.2037938013672846 39.544096849858761 19.855811733752489 13.933523811399938 22.592553570866585 14.457457680255176 15.55854322761297 12.355158284306528 13.507363885641096 12.326508136466144 15.921198904514311 17.167990498244762 11.914700642228128 28.570602698251605 10.371989984065292 11.976803123950956 23.340561226010323 8.8307077102363092 888.93295231088996 25.238859429955482 leaf_count=512 36 244 128 71 115 67 121 63 68 88 65 83 53 207 64 51 510 172 5811 103 internal_value=0.000216447 -0.00441665 -0.0208375 0.00100909 0.00965313 0.00258922 -0.00600249 0.000194844 0.0142691 0.0256949 -0.00120125 -0.00813092 0.0031783 -0.00320966 0.0157055 0.0209886 -0.000202451 0.0115471 -0.000558191 -0.0170552 internal_weight=1232.01 178.394 28.0596 1053.62 89.2406 62.9805 38.1511 964.379 25.8625 26.26 150.334 58.328 92.0062 68.1147 24.8294 23.8915 938.516 26.2426 912.274 41.1601 internal_count=8632 970 164 7662 526 367 236 7136 131 159 806 251 555 451 131 104 7005 684 6321 168 is_linear=0 shrinkage=0.05 Tree=135 num_leaves=14 num_cat=0 split_feature=1 7 7 1 1 7 5 5 1 6 1 1 1 split_gain=2.05196 1.63429 3.11022 1.86133 2.69509 1.79312 2.39014 1.95536 2.47756 1.51319 1.38582 1.37406 0.854107 threshold=11.850000000000003 0.67490000000000017 0.6664500000000001 10.850000000000003 9.4500000000000011 0.75675000000000014 5.5000000000000009 4.5000000000000009 7.2500000000000009 2.5000000000000004 5.1500000000000012 2.3500000000000001 11.250000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 7 9 11 -9 -7 -8 -3 -5 right_child=-2 5 -4 12 -6 6 10 8 -10 -11 -12 -13 -14 leaf_value=-3.4583565331297682e-05 -0.02644776523256941 -0.0031404988966338408 0.025397099419253302 0.028172684223786212 -0.013049390771232745 0.0068695008862660533 -0.028426080667467071 0.0045401811580118969 -0.023074305190547428 -0.009932846854289884 -0.0014091053588767611 -0.023321261531246983 0.0020634036376919332 leaf_weight=992.38059386797249 6.8496190896257749 12.789439439773558 10.899725008755921 7.230934998020528 40.474541219882667 63.235848743468523 9.5609093122184294 31.188045468181372 9.8214933611452562 15.805268257856367 9.5689188763499242 30.72194916009903 6.0466498993337154 leaf_count=6747 179 56 61 97 557 312 51 182 81 72 65 158 106 internal_value=-0.000943387 -0.00077724 -1.59976e-05 -0.000309554 -0.00056156 -0.00513041 -0.000461364 -0.0104262 -0.00234611 0.00336507 -0.0159017 -0.0177056 0.01761 internal_weight=1246.57 1239.72 1057.03 1046.13 1032.86 182.692 98.1709 84.5209 41.0095 79.0411 19.1298 43.5114 13.2776 internal_count=8724 8545 7568 7507 7304 977 500 477 263 384 116 214 203 is_linear=0 shrinkage=0.05 Tree=136 num_leaves=22 num_cat=0 split_feature=7 7 7 4 1 1 7 1 7 6 7 4 1 7 7 1 3 3 1 7 5 split_gain=2.2278 5.43791 3.36937 3.16512 5.63295 3.64753 2.59916 1.93575 4.4816 1.6592 3.30471 1.66192 1.60852 1.42132 2.8054 1.84892 1.28049 1.21808 1.72902 1.34102 0.638559 threshold=0.45725000000000005 0.48285000000000006 0.43375000000000002 4.5000000000000009 3.7500000000000004 7.3500000000000005 0.48795000000000005 1.7500000000000002 0.23085000000000003 3.5000000000000004 0.23575000000000004 4.5000000000000009 1.0000000180025095e-35 0.67075000000000007 0.75675000000000014 4.7500000000000009 2.5000000000000004 4.5000000000000009 3.0500000000000003 0.46945000000000009 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 17 7 16 -5 -6 -3 8 -1 11 -11 -9 -10 15 -15 -8 -4 18 -2 -19 -20 right_child=1 6 3 4 5 -7 13 9 12 10 -12 -13 -14 14 -16 -17 -18 19 20 -21 -22 leaf_value=-0.034032566038986627 -0.0039799765254402604 0.021415312284106227 0.010766557595591156 -0.010724018295754 0.05106322983348284 0.0062534606735449375 0.0040858244507149715 0.0040985730833874925 0.015576285975156407 -0.011720882493595141 0.025077264813845764 -0.0014789033036208205 -0.0065056220364831472 -0.011603520312218797 0.00060333065894668933 -0.0036442316974047411 -0.012314903788061169 0.012796091697762494 -0.019361311301137191 -0.018334169638098044 -0.039491370852198615 leaf_weight=12.166083067655562 9.2565774992108327 11.264562157914041 11.027018874883654 7.826869077980521 14.14309316314757 7.3174951300024977 153.77284484729171 215.14128801040351 10.51981085538864 8.0998364966362733 17.80932580307126 347.2210845714435 27.986350707709789 89.896406505256891 95.899518202990294 153.50835986435413 10.96270804107189 5.2664406392723304 13.322375308722259 6.5986268371343613 12.065698431804774 leaf_count=59 47 72 49 40 98 82 762 1266 47 52 94 3322 125 515 486 1197 67 55 73 62 97 internal_value=-0.000459755 -0.00283143 0.00142715 0.0136346 0.0241225 0.0369656 -0.00129476 0.000419881 -0.00884835 0.00124037 0.0133794 0.000649468 -0.000104753 -0.00186599 -0.00530662 0.00020861 -0.000558076 -0.0190115 -0.0236811 -0.00420741 -0.0302516 internal_weight=1241.07 550.851 690.221 51.2772 29.2875 21.4606 504.342 638.944 50.6722 588.272 25.9092 562.362 38.5062 493.077 185.796 307.281 21.9897 46.5097 34.6447 11.8651 25.3881 internal_count=8667 3366 5301 336 220 180 3032 4965 231 4734 146 4588 172 2960 1001 1959 116 334 217 117 170 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=24 num_cat=0 split_feature=0 5 7 1 7 7 3 0 0 1 1 5 7 0 7 0 1 1 1 1 1 7 1 split_gain=1.74513 2.29309 2.12566 2.0747 1.62752 3.41147 3.66507 4.70032 3.29035 2.77914 4.09568 3.32788 2.48843 4.20567 2.67505 2.1076 1.61866 2.15046 1.69186 2.1056 1.77878 1.03643 3.23136 threshold=520.50000000000011 5.5000000000000009 0.38295000000000007 7.9500000000000011 0.28245000000000003 0.34210000000000007 1.5000000000000002 621.50000000000011 582.50000000000011 0.45000000000000007 3.3500000000000001 3.5000000000000004 0.36595000000000005 607.50000000000011 0.37345000000000006 614.50000000000011 6.1500000000000012 5.3500000000000005 8.2500000000000018 11.15 7.2500000000000009 0.18295000000000003 8.3500000000000032 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 21 -4 9 6 7 -6 -8 -2 15 -12 13 -7 -14 -11 17 -3 20 -20 -18 22 -1 right_child=4 16 3 -5 5 12 8 -9 -10 10 11 -13 14 -15 -16 -17 18 -19 19 -21 -22 -23 -24 leaf_value=-0.033210961024798279 -0.022087358951621731 0.003512747927603488 0.014251070236848044 -0.020288572870886052 -0.043781411662856234 0.023584712811902549 -0.013474941553116238 -0.0022435361411661668 0.0062528768634720388 0.0093282227902930816 -0.013021442890213064 0.0043657328443694318 -0.020098649772826219 -0.0085859714834729088 0.00058099478141568719 0.030389315101524296 -0.0012594556380978337 -0.037202411863310983 -0.010415514690355171 0.016836879335344997 0.024834314344990886 -0.034233577297864672 0.014543280169920073 leaf_weight=6.7122347988188285 8.8209249824285489 5.8662454318255168 9.08294820319861 6.6312772696837774 13.686850465834143 27.912305418401957 39.393132407218218 13.410380169749258 43.090449795126915 36.217122808098793 31.212072066962719 185.65585642680526 15.004001796245573 14.728695914149283 678.64064567536116 18.732683077454567 11.44040738232434 5.3851446136832237 28.289871301501989 8.295059157535432 12.973935190588234 12.335265555419026 5.5770471263676882 leaf_count=122 40 87 130 121 75 186 338 56 204 186 181 1281 91 64 3804 78 199 87 578 207 241 227 107 internal_value=0.000102982 -0.00579944 -0.0151946 -0.000367048 0.000701959 -0.000388365 -0.00858145 -0.0242138 -0.00315754 0.00399574 0.00493837 0.0017921 0.00083421 0.0124159 9.81924e-05 0.0170123 -0.000349863 -0.0170122 0.00286771 -0.00381986 0.0128418 -0.0240782 -0.0116996 internal_weight=1239.09 112.589 40.3388 15.7142 1126.51 845.866 109.581 27.0972 82.4836 280.639 271.818 216.868 736.286 42.641 693.645 54.9498 72.2507 11.2514 60.9993 36.5849 24.4143 24.6245 12.2893 internal_count=8690 2106 707 251 6584 4818 673 131 542 1766 1726 1462 4145 250 3895 264 1399 174 1225 785 440 456 229 is_linear=0 shrinkage=0.05 Tree=138 num_leaves=7 num_cat=0 split_feature=0 3 0 0 0 0 split_gain=2.6942 2.34002 2.05688 2.61162 3.16925 2.33505 threshold=473.50000000000006 5.5000000000000009 479.50000000000006 488.50000000000006 495.50000000000006 608.50000000000011 decision_type=2 2 2 2 2 2 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.0060531999104340047 0.02330047187955267 -0.030231768062143439 -0.02619611286684256 0.026848656610568442 -0.0021314007208011955 0.0026055325648840165 leaf_weight=5.793450020253661 8.0981530919671041 12.928107078187166 8.8542970549315196 9.6167796496301872 797.69362231902778 384.29981139302254 leaf_count=159 148 385 232 206 5846 1647 internal_value=-0.000675317 -0.0190121 -0.000371648 -0.000554759 -0.000338232 -0.000586161 internal_weight=1227.28 18.7216 1208.56 1200.46 1191.61 1181.99 internal_count=8623 544 8079 7931 7699 7493 is_linear=0 shrinkage=0.05 Tree=139 num_leaves=18 num_cat=0 split_feature=7 7 2 7 6 6 7 6 7 5 6 7 6 7 7 3 3 split_gain=1.09154 3.19923 2.13235 2.95275 2.62662 2.60251 1.54391 3.38514 1.42537 1.07251 3.6744 1.88193 1.23138 3.56557 1.29834 0.847598 0.648162 threshold=0.73205000000000009 0.77120000000000011 5.5000000000000009 0.89810000000000012 1.5000000000000002 1.5000000000000002 0.70025000000000015 1.5000000000000002 0.7158500000000001 6.5000000000000009 2.5000000000000004 0.24960000000000002 2.5000000000000004 0.21035000000000001 0.22035000000000002 1.5000000000000002 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 15 3 5 -4 -3 9 8 -8 12 11 -11 14 -14 -1 -2 -17 right_child=1 2 4 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 -18 leaf_value=0.003413952011948905 -0.029238658288996217 -0.011159044098330049 0.0039392484677124055 0.027106873006353699 -0.023036122521373281 0.014085645944585994 -0.017342144068294988 0.026267924857232318 0.0088455082555731462 0.010107793292136624 0.033375389970709553 -0.0044533589552262949 -0.023889457914423443 -0.0023072355942430779 -0.001577569845515859 -0.0027283685292555466 -0.020853272045707551 leaf_weight=161.75016107596457 11.890030436217783 23.493895638734102 16.714772790670395 11.582662433385847 17.386829033493996 16.480032224208117 9.4628412220627087 15.597726555541156 9.1814945898950082 34.137379284948111 8.6524631548672897 58.933086704462767 21.446871101856232 137.35958278924227 646.49454972893 12.077569328248503 8.8653147444128972 leaf_count=1375 56 135 77 56 76 85 57 80 56 464 76 679 151 727 4307 68 67 internal_value=-0.00100565 -0.0055494 -0.000344026 0.00597386 -0.00993625 -0.000539634 -0.000508422 0.00977809 -0.00439758 -0.000851494 0.00399534 0.000885058 -0.00137009 -0.00538446 -0.000569477 -0.0185704 -0.0112294 internal_weight=1221.51 118.491 85.6582 51.5566 34.1016 39.9739 1103.02 34.2421 18.6443 1068.77 101.723 93.0705 967.051 158.806 808.245 32.8329 20.9429 internal_count=8592 620 429 276 153 220 7972 193 113 7779 1219 1143 6560 878 5682 191 135 is_linear=0 shrinkage=0.05 Tree=140 num_leaves=13 num_cat=0 split_feature=6 0 5 1 2 5 1 0 0 1 1 1 split_gain=2.06201 1.9498 6.46682 2.43337 1.81208 1.19787 1.08476 2.66371 3.17371 2.52756 2.4643 0.898682 threshold=3.5000000000000004 604.50000000000011 4.5000000000000009 5.4500000000000011 5.5000000000000009 1.5000000000000002 3.3500000000000001 648.50000000000011 555.50000000000011 3.4500000000000006 2.1500000000000008 5.4500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -4 -3 -1 7 8 -7 -8 -9 -11 right_child=1 4 3 -5 -6 6 9 10 -10 11 -12 -13 leaf_value=-0.016334056616061018 -0.031438577014112096 0.029001021993987543 -0.0020316646409292839 0.030381305777758341 0.0053266843109621397 -0.017229545898433646 -0.021868922769931593 -0.00076316096227566218 0.0061059265150600894 -0.003444349161412548 -0.022202739364950892 -8.9946986195951057e-05 leaf_weight=11.685579940676687 10.459725480526687 14.554381385445593 10.608873151242735 10.803954083472489 19.34891602396965 14.626051247119902 14.356753922998903 47.963178344070911 205.16127359867096 322.85198948532343 17.93204839527607 529.21144462935627 leaf_count=56 59 61 59 78 84 117 77 224 935 1918 78 4879 internal_value=-0.000536409 0.00800053 -0.000767913 0.0147252 0.0161728 -0.00102965 -0.000856056 0.00180292 0.00445939 -0.00173963 -0.00691694 -0.00136936 internal_weight=1229.56 65.7759 31.8726 21.4128 33.9033 1163.79 1152.1 285.683 219.787 866.42 65.8952 852.063 internal_count=8625 341 196 137 145 8284 8228 1354 1052 6874 302 6797 is_linear=0 shrinkage=0.05 Tree=141 num_leaves=11 num_cat=0 split_feature=7 1 7 0 0 0 7 0 1 0 split_gain=3.2776 3.60146 2.6677 1.66255 1.89934 1.48177 1.35176 1.30353 2.10945 2.37742 threshold=0.10625000000000001 8.7500000000000018 0.11900000000000001 701.50000000000011 683.50000000000011 672.50000000000011 0.061150000000000003 514.50000000000011 5.3500000000000005 538.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 7 -2 4 5 -4 -3 -1 -9 -10 right_child=2 6 3 -5 -6 -7 -8 8 9 -11 leaf_value=-0.039626741402989156 0.021076516987366106 0.018414041235209001 -0.00052668499110561102 0.018969678162691392 -0.017654321854792876 0.015510187073909519 -0.01029191630575829 -0.033671515047200964 0.017674761087799418 -0.01707070725863714 leaf_weight=7.4034236427396527 13.673080202192066 9.2573865940794331 1126.0414644386619 9.988033786416052 15.040793046355246 13.578089907765387 5.7634729882702223 9.3258512131869811 6.5009169876575497 13.152240566909311 leaf_count=190 98 187 7610 56 68 71 91 91 75 103 internal_value=-0.000652792 -0.012889 -0.00010428 -0.000375102 -0.000563034 -0.000317798 0.00713263 -0.0212586 -0.015234 -0.00503612 internal_weight=1229.72 51.4033 1178.32 1164.65 1154.66 1139.62 15.0209 36.3824 28.979 19.6532 internal_count=8640 737 7903 7805 7749 7681 278 459 269 178 is_linear=0 shrinkage=0.05 Tree=142 num_leaves=11 num_cat=0 split_feature=0 0 0 1 7 7 1 1 0 7 split_gain=1.62275 1.84261 5.31798 2.51611 2.17734 4.19576 1.81282 2.05711 1.62437 0.950726 threshold=683.50000000000011 561.50000000000011 560.50000000000011 2.9500000000000006 0.12645000000000003 0.10625000000000001 9.3500000000000032 7.3500000000000005 558.50000000000011 0.52450000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -3 7 -6 -5 -2 right_child=9 4 -4 8 6 -7 -8 -9 -10 -11 leaf_value=-0.023146401688593096 -4.2522465307970916e-05 -0.00096716997459023234 -0.043851416093363134 -0.0011421304415289337 0.0020871370405199565 0.039286212418616497 0.021414067451260708 -0.0073906710311352937 0.015880136344845197 -0.020180007385658116 leaf_weight=11.661100573837755 10.560408957302572 14.50038716197014 6.478847198188304 347.69847085978836 743.3359877243638 10.300921201705931 10.47248914092779 60.867855899035931 13.58560800179839 13.764090567827223 leaf_count=93 51 98 52 4180 3613 47 56 355 105 69 internal_value=0.00053435 0.000797837 -0.00208361 -0.00122932 0.00210706 0.0164325 0.00164521 0.00135529 -0.000446163 -0.0119817 internal_weight=1243.23 1218.9 379.424 372.945 839.478 24.8013 814.676 804.204 361.284 24.3245 internal_count=8719 8599 4430 4378 4169 145 4024 3968 4285 120 is_linear=0 shrinkage=0.05 Tree=143 num_leaves=13 num_cat=0 split_feature=7 7 7 5 2 7 7 7 7 7 3 3 split_gain=1.92037 1.88598 1.80113 1.39531 1.10757 1.07344 6.51748 1.77409 0.909989 1.25555 0.516947 1.02549 threshold=0.10625000000000001 0.012150000000000003 0.11900000000000001 6.5000000000000009 2.5000000000000004 0.48285000000000006 0.45725000000000005 0.52985000000000015 0.27175000000000005 0.45265000000000005 6.5000000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 10 8 6 -6 -7 -4 -10 11 -3 right_child=2 3 4 -5 5 7 -8 -9 9 -11 -12 -13 leaf_value=0.010778437720488317 0.017128159090416203 -0.00095407865808426202 -0.0025392594855536566 -0.033899819206705706 -0.00031273150118511512 0.0078463273155451613 -0.019425575279187899 -2.0956333404347622e-05 0.036399502574289852 0.0012397722038131698 0.0022244364398772663 -0.02009331602309284 leaf_weight=8.2612200444564206 14.176668491214512 12.761582100763919 5.6871412247419348 6.6928300121799102 615.0818669712171 86.158741284161806 47.148223452270031 395.8861860409379 5.0367208663374168 5.0397340469062328 6.7190153868868938 16.561460280790925 leaf_count=184 101 113 94 123 4324 546 331 2344 94 71 103 193 internal_value=-0.000401251 -0.00980441 1.08688e-05 -0.0140531 -0.000208585 -0.000399394 -0.00170827 0.00138819 0.0125415 0.0209653 -0.00941706 -0.0122348 internal_weight=1225.21 50.9961 1174.22 42.7349 1160.04 1144.28 662.23 482.045 15.7636 10.0765 36.0421 29.323 internal_count=8621 716 7905 532 7804 7545 4655 2890 259 165 409 306 is_linear=0 shrinkage=0.05 Tree=144 num_leaves=20 num_cat=0 split_feature=5 0 1 4 6 4 1 6 1 1 1 5 1 5 0 1 1 0 1 split_gain=1.65367 2.43873 2.14688 5.82369 3.40828 3.68995 2.66676 1.97332 2.63473 2.96242 4.19523 3.53324 1.84646 1.738 1.82014 2.04615 1.2526 1.1547 0.872054 threshold=5.5000000000000009 621.50000000000011 4.0500000000000007 4.5000000000000009 2.5000000000000004 5.5000000000000009 4.3500000000000005 2.5000000000000004 6.6500000000000012 3.6500000000000008 4.4500000000000011 3.5000000000000004 2.3500000000000001 1.5000000000000002 667.50000000000011 1.0000000180025095e-35 2.8500000000000001 567.50000000000011 1.9500000000000002 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 3 16 6 -6 -4 13 9 11 -11 -9 -5 -1 15 -15 -2 -10 -16 right_child=1 -3 4 12 5 -7 -8 8 17 10 -12 -13 -14 14 18 -17 -18 -19 -20 leaf_value=-0.020806144533191115 0.015621135510802166 -0.01345800927875627 -0.023239723085986437 -0.022369020904708763 0.0034193713792119492 0.040323622571419748 0.00052663135194770401 0.010790966321287067 -0.0063041097146941359 -0.034570689111806018 -0.0078262740892134069 -0.01204355624564326 0.0054842958655467039 0.016702702939871958 0.0024937419331399445 -0.0016814944811384281 0.043270902552306575 0.014282287573708852 0.020474754160264501 leaf_weight=10.010816797614096 9.900395445525648 22.525580078363419 11.49239584431052 7.4337117597460773 19.178350595757369 9.9610913563519698 208.74131157435477 27.69161257147789 9.7169789616018551 22.769473945721984 42.216974876821041 40.141162432730198 18.911267468705773 14.439009308815001 14.919219270348551 691.3020174279809 11.216831773519514 17.305008098483086 13.105404719710348 leaf_count=48 51 95 76 47 142 93 2443 124 91 113 231 183 129 62 79 4415 58 83 61 internal_value=-0.00107012 0.00201015 0.00324199 0.0128854 0.0013425 0.01712 -0.000790402 -0.0021653 -0.00719315 -0.0100944 -0.0176545 -0.00262776 -0.00272279 -0.00106988 -0.000765857 -0.00127519 0.0318263 0.00674029 0.0114904 internal_weight=1222.98 319.361 296.835 47.4622 249.373 29.1394 220.234 903.618 159.841 132.819 64.9864 67.8328 26.345 743.776 733.766 705.741 21.1172 27.022 28.0246 internal_count=8624 3134 3039 285 2754 235 2519 5490 825 651 344 307 176 4665 4617 4477 109 174 140 is_linear=0 shrinkage=0.05 Tree=145 num_leaves=20 num_cat=0 split_feature=1 1 3 1 7 1 5 1 7 5 6 7 7 7 7 5 6 2 1 split_gain=1.56133 2.72673 5.13173 2.64879 3.56877 2.56672 2.04472 2.03827 1.80886 1.92621 1.74597 3.36828 4.43243 1.55246 1.8601 0.967637 2.71674 2.27755 0.596162 threshold=7.3500000000000005 7.2500000000000009 3.5000000000000004 9.2500000000000018 0.27485000000000004 9.3500000000000032 3.5000000000000004 9.9500000000000011 0.19925000000000001 6.5000000000000009 2.5000000000000004 0.18295000000000003 0.25435000000000008 0.061150000000000003 0.19925000000000001 5.5000000000000009 2.5000000000000004 3.5000000000000004 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=1 10 -3 6 8 -6 18 -7 9 -5 13 -12 -13 -1 -15 17 -17 -8 -2 right_child=3 2 -4 4 5 7 15 -9 -10 -11 11 12 -14 14 -16 16 -18 -19 -20 leaf_value=-0.018084927034356716 -0.010180007267850476 -0.010869118183604282 0.045809846827139622 0.0081239354632002114 0.042513098620633211 -0.0067760025765123914 -0.020099463414202198 0.015821019528852561 -0.027111668283269209 -0.02158364214352702 -0.029972934884878202 0.020660127177566059 -0.0056809362373324204 0.0075569915449455989 0.00021481342334891029 -0.013824798555577073 0.016307895135909505 0.0020904150990791602 -0.030999575384790631 leaf_weight=9.6379533503204566 8.2046087458729762 6.4258833639323694 7.9654604252427816 15.95390952751041 5.1898380424827328 15.052163270302115 13.008546515367923 25.106274249963462 8.9411183279007655 7.0173560716211787 11.291038256138561 16.974062986671925 140.01093274354935 97.574453101493418 704.77557063288987 58.614232220686972 7.5546219516545525 64.282318588346243 10.514235261827706 leaf_count=129 53 42 75 231 40 171 177 350 123 154 75 89 706 657 4151 766 66 541 73 internal_value=-0.000637028 0.000232025 0.0211153 -0.00425391 0.00329126 0.0122423 -0.00787716 0.00727089 -0.00926191 -0.00126448 -9.06753e-05 -0.00471494 -0.00268841 0.000866126 0.00112222 -0.00570916 -0.0101185 -0.00178944 -0.0231068 internal_weight=1234.09 994.655 14.3913 239.439 77.2607 45.3483 162.179 40.1584 31.9124 22.9713 980.264 168.276 156.985 811.988 802.35 143.46 66.1689 77.2909 18.7188 internal_count=8669 5924 117 2745 1069 561 1676 521 508 385 5807 870 795 4937 4808 1550 832 718 126 is_linear=0 shrinkage=0.05 Tree=146 num_leaves=18 num_cat=0 split_feature=5 5 2 7 6 7 7 7 7 7 1 1 1 3 1 1 6 split_gain=1.56823 1.89369 4.0762 2.82941 2.58964 2.93802 8.27581 2.29475 1.70837 4.84546 1.54723 4.16269 2.22572 4.02544 2.68265 1.35691 1.33172 threshold=4.5000000000000009 2.5000000000000004 4.5000000000000009 0.38515000000000005 2.5000000000000004 0.7158500000000001 0.57045000000000012 0.63400000000000012 0.77640000000000009 0.73205000000000009 11.850000000000003 10.850000000000003 8.2500000000000018 3.5000000000000004 7.9500000000000011 11.250000000000002 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 8 6 -6 -5 9 -3 11 12 14 -14 -2 -13 -10 right_child=10 4 3 7 5 -7 -8 -9 16 -11 -12 15 13 -15 -16 -17 -18 leaf_value=0.020619271749071428 -0.0010602001088800825 0.005284093433690666 0.0044724636721772152 -0.028412885506873094 -0.0083193501854960002 -0.024900400500538662 0.031635911754221001 -0.0044097823527400317 0.024668174960621514 -0.025340241199826488 -0.024275046285092427 0.043926825765495552 -0.023535095479966347 -0.0011436949643277318 0.018065665432202629 0.0072001111496687769 0.0021662141293521684 leaf_weight=11.76060728728771 530.96342092100531 358.46580372937024 20.620708279311657 22.176677510142326 63.500513210892677 13.3552980273962 15.216202432289718 19.197257339954376 18.165461704134941 12.369901046156881 6.2758844811469308 5.4986440390348417 29.866483237594366 59.18350731022656 17.977434584870934 5.4904101341962814 11.111998721957209 leaf_count=67 3772 2082 97 104 322 60 74 86 86 67 166 78 298 846 208 94 50 internal_value=0.000347741 0.00227689 -0.0051203 -0.0103324 0.00340365 -0.00409404 -0.000233176 -0.0177605 0.00514735 0.00418371 -0.00131176 -0.001045 -0.0015985 -0.00888703 -0.000393038 0.0281254 0.0166465 internal_weight=1221.2 565.94 73.7553 61.9946 492.185 92.072 78.7167 41.3739 400.113 370.836 655.256 648.98 637.991 89.05 548.941 10.9891 29.2775 internal_count=8557 3095 354 287 2741 456 396 190 2285 2149 5462 5296 5124 1144 3980 172 136 is_linear=0 shrinkage=0.05 Tree=147 num_leaves=20 num_cat=0 split_feature=7 7 3 3 7 1 4 7 3 1 4 1 6 3 7 1 7 1 1 split_gain=1.55374 2.86701 5.38181 1.95408 4.1675 3.95384 2.89973 2.7019 1.76787 4.14493 2.12616 1.66043 1.57076 3.12842 2.7983 2.27988 1.51031 1.80231 1.31194 threshold=0.33785000000000004 0.32035000000000008 4.5000000000000009 6.5000000000000009 0.18855000000000002 5.6500000000000012 4.5000000000000009 0.31545000000000006 7.5000000000000009 8.7500000000000018 5.5000000000000009 10.350000000000003 2.5000000000000004 4.5000000000000009 0.51305000000000012 6.3500000000000005 0.89810000000000012 2.3500000000000001 4.7500000000000009 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 18 7 6 -6 -5 11 12 10 -10 -1 16 15 -15 -14 17 -2 -3 right_child=8 2 -4 4 5 -7 -8 -9 9 -11 -12 -13 13 14 -16 -17 -18 -19 -20 leaf_value=-0.0018240075498951753 -0.0017316947869645942 0.0081616696909949434 -0.047343326486183911 0.023756623315360881 -0.0038724654345772195 0.038489628787868067 -0.013406122636672841 0.025443869558378424 -0.035020870577272323 0.021284431730760126 0 0.018030387641344497 -0.0079029176733696402 0.034291182415828431 -0.0018295479988605376 0.0089838826429993329 0.02005007393620703 0.0056312293830122311 -0.014138922550294801 leaf_weight=336.12194167636335 97.34182271361351 13.386275641620161 8.0533469039946777 6.0493044517934349 7.6398315075784948 15.802751427516339 19.294971366412938 8.7811145074665529 10.779993934556847 6.8129507042467585 7.0445485841482869 9.8414842598140222 91.061407148838043 9.9071551151573676 9.8714552111923677 24.390714732930064 15.241884656250475 517.25318534579128 11.070420486852525 leaf_count=2420 449 66 90 60 62 240 336 65 111 113 103 175 430 65 63 142 72 3450 85 internal_value=0.00206754 -0.000317509 -0.0143796 0.000835776 0.0101164 0.0248858 -0.00378106 -0.000451356 0.00338952 -0.00949109 -0.0220256 -0.00119447 0.00382269 -0.00103 0.0168023 -0.00424592 0.0048725 0.00445602 -0.00189525 internal_weight=1225.75 436.041 32.51 403.531 48.7869 23.4426 25.3443 354.745 789.705 24.6375 17.8245 345.963 765.068 135.231 19.7786 115.452 629.837 614.595 24.4567 internal_count=8597 3599 241 3358 698 302 396 2660 4998 327 214 2595 4671 700 128 572 3971 3899 151 is_linear=0 shrinkage=0.05 Tree=148 num_leaves=15 num_cat=0 split_feature=0 0 3 7 7 7 0 7 7 4 5 7 7 0 split_gain=1.34838 1.93765 1.71594 1.83209 2.32935 1.98061 1.71439 1.59817 1.48287 1.62388 1.08693 0.965423 0.498786 0.306295 threshold=530.50000000000011 528.50000000000011 8.5000000000000018 0.071800000000000017 0.10625000000000001 0.047200000000000013 536.50000000000011 0.052450000000000004 0.11900000000000001 5.5000000000000009 4.5000000000000009 0.012150000000000003 0.31325000000000008 570.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 5 13 -2 -6 11 9 -9 -10 -1 -3 -5 right_child=2 12 -4 4 6 -7 -8 8 10 -11 -12 -13 -14 -15 leaf_value=0.00013191247879297804 0.03713316903686139 0.033540248839552575 -0.020188078911640907 -0.028570610853295975 -0.011861763554009808 -0.0010670655903186855 0.00028723847735151421 0.038734627756262685 -0.0085135940678016005 0.0033049445309869339 0.0046264370947976937 -0.025454449670532255 0.01038245567893567 -0.0094595073483492859 leaf_weight=6.5006236806511861 5.8268328942358476 5.5732634961605054 9.7523336596786958 6.3983240425586683 28.905230790376663 6.1527807600796223 995.39922561869025 5.3802545666694623 17.293981334194541 7.6835817079991102 106.0429326556623 6.4757165713235736 7.020105879753828 6.4629054218530655 leaf_count=158 52 51 102 63 273 53 5404 83 239 146 1710 140 63 40 internal_value=0.000333962 0.00456986 -0.000312949 -0.00010439 -0.000342426 0.0185575 -6.19568e-05 0.00286623 0.00451464 0.0199686 0.00269011 -0.0131866 0.0227123 -0.0207031 internal_weight=1220.87 161.97 1058.9 1049.15 1037.17 11.9796 1024.3 149.377 136.401 13.0638 123.337 12.9763 12.5934 12.8612 internal_count=8577 2590 5987 5885 5780 105 5677 2476 2178 229 1949 298 114 103 is_linear=0 shrinkage=0.05 Tree=149 num_leaves=9 num_cat=0 split_feature=0 0 1 5 1 1 0 7 split_gain=1.83515 1.75832 1.12053 3.98644 1.42022 2.46667 2.42069 0.261893 threshold=701.50000000000011 683.50000000000011 11.050000000000002 5.5000000000000009 8.5500000000000025 8.2500000000000018 466.50000000000006 0.28965000000000007 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 -1 -6 -5 right_child=-2 -3 3 7 6 -7 -8 -9 leaf_value=-0.0010903894008550063 0.020011082194920548 -0.017895480637271147 -0.041923626349063242 -0.0015585528066967822 -0.025969830539908135 -0.01827981894068385 0.0065655598849105618 0.012435382841044111 leaf_weight=1065.9853431070223 9.1497416421771032 14.824950039386747 6.3714583562687066 5.9129817122593504 5.042253208346664 20.344244130887091 97.627748660743237 5.0125939212739468 leaf_count=6720 51 66 105 136 167 248 1040 95 internal_value=-0.00113549 -0.00131428 -0.00109171 -0.0133925 -0.000897453 -0.00143342 0.00468438 0.0049469 internal_weight=1230.27 1221.12 1206.3 17.297 1189 1086.33 102.67 10.9256 internal_count=8628 8577 8511 336 8175 6968 1207 231 is_linear=0 shrinkage=0.05 Tree=150 num_leaves=11 num_cat=0 split_feature=2 7 7 7 1 2 1 1 7 1 split_gain=2.76484 2.19828 3.80432 3.12275 1.6077 4.73083 3.54991 1.55179 4.59093 2.46431 threshold=7.5000000000000009 0.48285000000000006 0.47715000000000007 0.48795000000000005 5.5500000000000007 3.5000000000000004 5.7500000000000009 0.75000000000000011 0.29675000000000007 1.1500000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 -3 5 -5 -6 8 -1 -9 right_child=-2 3 -4 4 6 -7 -8 9 -10 -11 leaf_value=-0.03515452834007933 0.027975554590912818 0.028426351453601135 -0.033348517775092255 0.034224618627868048 -0.026495330043737782 0.0024741322629728709 -0.00010603888717434026 0.021457963281962526 0.0041436157966786629 -0.001614775288002329 leaf_weight=12.053172186017038 7.6427848786115637 10.11352722533047 8.6513230353593809 11.280393749475477 12.862733738496898 290.33031644299626 162.97101115435362 10.750065356492994 16.385164014995098 686.4175632270053 leaf_count=54 37 64 60 77 82 1451 1273 51 76 5405 internal_value=-0.000197073 -0.000400123 -0.00213067 0.00219485 0.0015705 0.00378731 -0.00220368 -0.0017062 -0.0129709 -0.00122162 internal_weight=1229.46 1221.82 734.257 487.558 477.444 301.611 175.834 725.606 28.4383 697.168 internal_count=8630 8593 5646 2947 2883 1528 1355 5586 130 5456 is_linear=0 shrinkage=0.05 Tree=151 num_leaves=23 num_cat=0 split_feature=6 1 1 5 1 1 1 1 5 6 1 1 1 2 1 6 0 0 1 1 5 0 split_gain=1.01971 3.32728 3.63546 4.30136 4.70717 3.40193 2.44865 3.92605 2.36114 4.51001 2.30202 2.30113 3.35889 1.62275 3.76049 1.67651 4.35228 2.91945 1.16829 1.33345 1.32011 0.50223 threshold=2.5000000000000004 6.6500000000000012 5.9500000000000011 2.5000000000000004 5.1500000000000012 6.2500000000000009 4.7500000000000009 4.3500000000000005 3.5000000000000004 1.0000000180025095e-35 2.9500000000000006 4.4500000000000011 4.5500000000000007 2.5000000000000004 8.0500000000000025 1.5000000000000002 545.50000000000011 500.50000000000006 6.9500000000000011 8.5500000000000025 4.5000000000000009 549.50000000000011 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=6 2 3 -2 -5 -4 7 8 9 -1 -10 -9 -13 14 -8 17 -17 -15 -3 20 -20 -21 right_child=1 18 5 4 -6 -7 13 11 10 -11 -12 12 -14 15 -16 16 -18 -19 19 21 -22 -23 leaf_value=-0.022675690504080762 0.022625031406849253 0.024824870415951491 -0.04827009320429404 -0.011128844505068021 0.014992046350533767 -0.0045000202617331269 -0.011190956972010153 0.030963487683274449 0.0083651725959946431 0.000783377303651313 -0.00073629732183833421 -0.012402909157979513 0.017466155731931311 -0.014169612966831746 0.032974559315413439 0.0078601525013512006 -0.011868839713799186 0.00062050436745107783 -0.018809164407845958 0.025308219838610549 0.0057746207914697884 0.0054116702781655396 leaf_weight=25.952414888888597 12.572282075881956 7.9504030272364608 8.7398631423711794 106.39238398522139 19.503264017403126 9.0846344977617246 8.0600800672546047 15.860361631959675 135.8081635478884 83.635131165385246 138.99418091401458 12.470361528918145 30.083273239433765 35.483284093439579 9.3741171574220044 36.385408749803901 108.94713121652603 385.65923040919006 7.922779846936467 6.210238153114914 12.817033676430581 8.4138728976249677 leaf_count=122 56 48 52 515 112 57 116 89 651 384 778 81 184 850 218 449 626 2969 47 72 103 47 internal_value=-0.000294709 -0.00355743 -0.00696931 -0.00409194 -0.00695664 -0.0276515 0.000337588 0.00314187 0.00127529 -0.00488177 0.00375757 0.0151124 0.00851441 -0.00178221 0.0127855 -0.0022611 -0.00687537 -0.000644404 0.00852035 0.00413545 -0.00381981 0.0152599 internal_weight=1226.32 199.607 156.292 138.468 125.896 17.8245 1026.71 442.804 384.39 109.588 274.802 58.414 42.5536 583.909 17.4342 566.475 145.333 421.143 43.3143 35.3639 20.7398 14.6241 internal_count=8626 1109 792 683 627 109 7517 2289 1935 506 1429 354 265 5228 334 4894 1075 3819 317 269 150 119 is_linear=0 shrinkage=0.05 Tree=152 num_leaves=16 num_cat=0 split_feature=7 7 0 7 7 2 1 0 2 4 7 0 4 7 0 split_gain=0.994446 2.57068 2.3033 3.80738 2.11394 2.09621 1.87464 2.44286 1.60772 1.40739 1.80997 1.59456 0.924113 0.82015 0.504996 threshold=0.19925000000000001 0.21035000000000001 598.50000000000011 0.14005000000000004 0.16485000000000002 2.5000000000000004 3.6500000000000008 585.50000000000011 4.5000000000000009 4.5000000000000009 0.17130000000000004 558.50000000000011 7.5000000000000009 0.33785000000000004 494.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 3 6 -4 14 -1 -8 -2 11 -11 -5 13 -7 -3 right_child=1 5 4 9 -6 12 7 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=-0.021702587028607161 -0.035244860008981027 0.0049035998295356232 0.004142189132192239 0.043030308873862159 -0.023450705853137237 -0.0023796071787038644 -0.0008266209814356203 0.031077206655414399 -0.0048399403135592359 0.00053275398050176513 0.019002225176120831 0.012357420686293343 0.016050482886861353 0.0010245145420707015 0.02748719523108091 leaf_weight=8.460427347570656 6.8887897152453688 5.0050591863691789 13.530130580067636 7.800641335546973 12.250462770462034 227.1913341069594 67.63607840705663 5.556369572877883 11.584637489169834 26.234056176617742 27.211181012913585 11.746094033122061 8.3588108513504249 782.56138624250889 7.8111564181745052 leaf_count=57 67 125 60 66 53 1621 900 29 68 251 231 59 111 4865 84 internal_value=0.000922643 0.000326228 0.00434307 0.00667217 -0.00916881 0.00067022 -0.000705337 0.00191418 -0.0176624 0.0148906 0.0102045 0.0263401 0.000402289 0.000252054 0.0200229 internal_weight=1229.83 1049.4 180.425 154.645 25.7806 1030.93 81.6529 73.1924 18.4734 72.992 53.4452 19.5467 1018.11 1009.75 12.8162 internal_count=8647 6941 1706 1593 113 6806 986 929 135 607 482 125 6597 6486 209 is_linear=0 shrinkage=0.05 Tree=153 num_leaves=12 num_cat=0 split_feature=7 7 7 7 0 7 7 7 6 7 5 split_gain=2.3232 3.42036 3.74089 4.33317 1.43355 1.19653 1.08472 0.819074 0.784519 0.485595 0.336143 threshold=0.91920000000000013 0.77120000000000011 0.73205000000000009 0.7440500000000001 555.50000000000011 0.029700000000000001 0.052450000000000004 0.80595000000000006 1.0000000180025095e-35 0.84960000000000013 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 -3 8 -7 -6 -1 -9 -5 right_child=-2 4 3 10 7 6 -8 9 -10 -11 -12 leaf_value=0 -0.020467045623203148 -0.005584244314491396 -0.04242493851319909 -0.0085031916749750466 0.022265846630251458 0.017467015142439615 0.00046848584232983228 0.0032393271046594826 -0.025519322320336591 0.014400911789216032 0.0033814871142348792 leaf_weight=5.5778233995661122 12.189424209296702 10.179632831364868 9.9556633569300192 12.596169643104078 20.124285474419594 8.4905191417783481 1077.9266143990681 20.486706435680389 6.2838387740775943 22.228246629238129 9.0863017383962852 leaf_count=121 56 78 59 65 92 126 7562 96 123 104 63 internal_value=0.00039293 0.000625283 -5.23738e-05 -0.016738 0.0110381 0.00043853 0.000621871 0.0138545 -0.0147077 0.00935859 -0.00337283 internal_weight=1215.13 1202.94 1129.92 31.6381 73.0189 1098.28 1086.42 62.8392 11.8617 42.715 21.6825 internal_count=8545 8489 8119 187 370 7932 7688 292 244 200 128 is_linear=0 shrinkage=0.05 Tree=154 num_leaves=25 num_cat=0 split_feature=6 4 3 5 1 3 3 6 1 3 2 3 4 1 1 2 3 5 1 1 1 3 1 4 split_gain=2.74936 2.29109 2.24941 2.74607 2.66109 2.18326 3.33769 8.28697 3.67426 2.13881 2.06015 5.00583 1.88837 1.83251 1.80164 1.71764 2.31356 2.55742 1.96958 1.33921 1.33459 1.11022 1.26593 0.929169 threshold=1.0000000180025095e-35 4.5000000000000009 7.5000000000000009 5.5000000000000009 6.5500000000000007 7.5000000000000009 6.5000000000000009 1.5000000000000002 6.0500000000000007 5.5000000000000009 5.5000000000000009 2.5000000000000004 4.5000000000000009 6.7500000000000009 9.6500000000000004 3.5000000000000004 1.5000000000000002 6.5000000000000009 5.4500000000000011 5.7500000000000009 6.3500000000000005 3.5000000000000004 6.4500000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 3 10 19 6 8 -8 -3 -6 12 -12 -1 -7 20 21 18 -18 -17 -5 -4 -2 -23 -15 right_child=1 5 14 4 9 13 7 -9 -10 -11 11 -13 -14 23 -16 16 17 -19 -20 -21 -22 22 -24 -25 leaf_value=0.0084937083595735072 -0.00030310107318600702 0.0073143001625905132 0 -0.0092840822415260829 -0.013824886673571291 -0.025656547830548722 0.044820835753308905 -0.012527531683165383 -0.0020811843093376304 -0.040628745963988772 -0.022484165043908461 0.0057563716475507107 -0.0030543641260396114 -0.014295509879387693 -0.011429798834332284 0.00034598010596255597 -0.0058674551032134193 0.014906020591588404 0.015560323671724347 0.0094411568937932486 0.031095228577875375 0.036383063908230977 0.0028190355744384249 0.0098612793956248061 leaf_weight=54.819185322150588 9.027831384912135 258.7312443908304 5.1934036854654577 32.745864681899548 29.205232611857355 10.080358294770123 14.756682588718833 9.7177505120635015 171.88996851630509 10.620364221744238 33.281282097101212 27.920817792415619 95.196435988880694 5.2580182123929253 5.104629421606659 113.42530708014965 253.29559174738824 14.667368859052656 25.408365927636623 12.183508906513451 9.3364771911874396 5.9992365092039091 5.5805272925645113 9.8338987352326495 leaf_count=321 60 1469 62 239 366 120 165 86 1551 203 159 149 804 78 109 505 1334 100 122 121 159 40 62 183 internal_value=4.1955e-05 0.00144401 -0.00396633 -0.00507639 -0.0126353 0.00381282 0.00461942 0.0222561 0.00355621 -0.0219153 -0.00197445 -0.00963484 0.00116076 -0.0101982 0.0119596 -0.0012088 -0.00194464 -0.0046606 0.00325752 -0.00400249 0.0207056 0.0125032 0.0221152 0.000768991 internal_weight=1223.28 907.672 315.607 295.973 84.755 480.268 455.096 24.4744 430.621 39.8256 211.218 61.2021 150.016 25.1723 19.6345 427.404 406.797 267.963 138.834 44.9294 14.5299 20.6076 11.5798 15.0919 internal_count=8567 5875 2692 2362 929 3652 3271 251 3020 569 1433 308 1125 381 330 2223 2061 1434 627 360 221 162 102 261 is_linear=0 shrinkage=0.05 Tree=155 num_leaves=20 num_cat=0 split_feature=1 0 2 1 7 1 0 1 1 1 1 0 2 0 7 0 0 0 1 split_gain=2.60812 2.11435 8.85044 3.08295 1.79063 2.86318 5.16888 1.74685 1.71121 1.95063 2.79253 2.59372 1.76737 1.7023 1.57072 1.00162 0.995835 0.648873 0.380474 threshold=9.4500000000000011 516.50000000000011 3.5000000000000004 10.850000000000003 0.10625000000000001 6.8500000000000005 534.50000000000011 9.8500000000000032 9.2500000000000018 7.3500000000000005 7.2500000000000009 494.50000000000006 4.5000000000000009 477.50000000000006 0.21765000000000004 538.50000000000011 544.50000000000011 506.50000000000006 5.5500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 13 5 15 17 -4 9 10 -6 -11 -10 -2 -5 -1 -9 -7 -17 right_child=1 2 7 14 8 6 -8 16 12 11 -12 -13 -14 -15 -16 18 -18 -19 -20 leaf_value=-0.0041945851123029515 -0.0076615127050115462 0.0483120371278081 -0.031260986687769013 -0.017735459972226517 0.0023669236555562399 -0.0025897647989576132 0.033600280151511848 -0.014366617878214761 0.00060814108832045097 0.018926456422845517 0.027007310722596573 -0.0054569021076453774 0.03827769706420886 -0.043632544620786085 0.013478345623309532 -0.015683984765355759 0.0074048198830641461 -0.028541648729691223 -0.038321691029446964 leaf_weight=7.1344325644895461 5.8574933372438016 6.5136050134897223 7.8826094605028656 6.3356013623997551 951.42468554154038 5.1604960737749952 8.0037686266005021 9.709015969187023 6.464694017544387 10.810613101348279 10.696149367839096 135.16703154891729 5.6197505630552769 10.365569677203892 7.9226292381063104 7.1076289527118188 9.1190895363688451 5.0251518003642559 6.4350378066301346 leaf_count=121 161 60 65 159 5481 134 63 93 72 259 87 1191 35 211 166 63 57 69 50 internal_value=0.00115229 -0.00860651 4.07933e-05 -0.0178927 0.00169994 -0.00869393 0.00545129 -0.0128687 0.00207246 0.00185347 0.00267381 -0.00350065 0.0200947 -0.0321341 -0.000317074 -0.0210454 -0.00372816 -0.0172473 -0.02868 internal_weight=1222.76 63.7056 33.2243 30.4813 1159.05 38.8665 18.1894 26.7107 1120.18 1108.1 962.121 145.978 12.0844 16.2231 14.2582 20.6771 18.8281 10.1856 13.5427 internal_count=8597 972 275 697 7625 500 266 215 7125 7018 5568 1450 107 372 325 234 150 203 113 is_linear=0 shrinkage=0.05 Tree=156 num_leaves=16 num_cat=0 split_feature=7 7 1 7 1 1 4 3 1 6 7 7 4 1 7 split_gain=1.35894 3.13332 2.98189 3.32244 2.79784 3.24187 2.7397 2.44988 2.20154 3.75247 3.38626 2.88109 1.9069 3.03269 0.532745 threshold=0.30465000000000003 0.29885000000000006 0.35000000000000003 0.35195000000000004 5.4500000000000011 5.9500000000000011 3.5000000000000004 1.5000000000000002 0.35000000000000003 1.5000000000000002 0.25675000000000003 0.21035000000000001 3.5000000000000004 7.2500000000000009 0.6190500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 7 12 6 -6 -5 14 -1 10 -10 -11 -4 -14 -2 right_child=2 -3 3 4 5 -7 -8 -9 9 11 -12 -13 13 -15 -16 leaf_value=-0.021404291608423179 0.0088101425412403095 0.029748355702790937 0.0053980740457973235 -0.010602877257677083 0.013972561483118016 0.00063429159027568157 -0.0009805287587561697 0.027696607810428642 0.0017247662342724957 0.0017562796143987453 -0.013263693005535346 0.016953311762412455 -0.0081095003095026461 -0.032211624019822922 -0.0062793182674214278 leaf_weight=8.9159970730543119 11.02670628577471 9.3514312338083965 14.311416298151014 95.231827020645142 54.974306149408221 250.40104818809777 327.43653883039951 14.872427500784395 179.14022610988468 64.031970803625882 46.565430119633675 61.854230180382729 57.434644915163517 16.759608263149858 10.18225175142288 leaf_count=41 54 73 72 435 346 2119 1749 68 1701 491 403 380 390 217 50 internal_value=5.84841e-05 0.0025894 -0.00103528 -0.00166852 -0.000542916 0.00308956 -0.00318026 0.0128192 0.00179073 0.00245215 -0.00139032 0.00933751 -0.0107623 -0.0139764 0.00138413 internal_weight=1222.49 369.859 852.631 816.549 728.044 305.375 422.668 36.0814 360.508 351.592 225.706 125.886 88.5057 74.1943 21.209 internal_count=8589 3089 5500 5328 4649 2465 2184 172 3016 2975 2104 871 679 607 104 is_linear=0 shrinkage=0.05 Tree=157 num_leaves=10 num_cat=0 split_feature=0 6 0 0 7 0 7 0 7 split_gain=1.54175 1.71202 1.27699 1.13652 3.7255 1.48251 1.4672 1.14741 0.178946 threshold=672.50000000000011 1.5000000000000002 665.50000000000011 643.50000000000011 0.33345000000000008 640.50000000000011 0.44775000000000004 637.50000000000011 0.56050000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 -5 7 -6 -1 -3 right_child=1 8 -4 4 6 -7 -8 -9 -10 leaf_value=-0.00068158929940375799 0.021018201522317058 -0.003680039723484017 -0.015448117881412924 0.027646816282497599 -0.013314305022865914 -0.015210261106353784 0.0041994602773610694 0.012495731649949939 0.0048292298277084139 leaf_weight=1068.5125898709521 16.874175749719143 12.151544675230982 13.071788161993025 14.294588148593901 14.400314435362814 16.376549437642097 52.351274460554123 15.752028107643126 10.555962972342966 leaf_count=7901 89 59 56 59 59 67 216 65 53 internal_value=-0.000138734 0.00944 -0.000467883 -0.000285023 0.00538537 -0.000711612 0.000206668 -0.000474206 0.000101579 internal_weight=1234.34 39.5817 1194.76 1181.69 81.0462 1100.64 66.7516 1084.26 22.7075 internal_count=8624 201 8423 8367 334 8033 275 7966 112 is_linear=0 shrinkage=0.05 Tree=158 num_leaves=18 num_cat=0 split_feature=7 2 0 0 0 7 7 7 0 0 0 0 1 7 1 7 0 split_gain=2.16114 2.35695 7.08338 2.77977 2.25152 2.18581 3.06444 3.73466 3.37045 2.09771 5.81208 3.84368 4.90108 1.8269 1.80748 1.65073 0.0326304 threshold=0.77120000000000011 5.5000000000000009 602.50000000000011 551.50000000000011 619.50000000000011 0.52985000000000015 0.52115000000000011 0.51305000000000012 650.50000000000011 575.50000000000011 582.50000000000011 559.50000000000011 5.5500000000000007 0.63795000000000013 1.1500000000000001 0.83830000000000016 590.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 -2 -3 6 7 8 -1 11 -11 12 -7 -13 -12 -5 -9 right_child=1 4 -4 15 -6 9 -8 16 -10 10 14 13 -14 -15 -16 -17 -18 leaf_value=-0.00055685241655184471 0.021190240715261655 0.012639236866726711 0.035028053998442638 0.0010159213673336122 -0.01255381035290209 0.016535130413400816 0.021665387200700867 -0.014944914344931275 0.013243341248840324 0.026152100482370284 -0.017401068476036008 -0.011762738592396715 -0.012218542759792464 -0.03611594161334606 -0.0024830292162159886 -0.025217311207881218 -0.028217401766787976 leaf_weight=749.62784967198968 8.2952404953539389 13.311414271593092 21.375310599803925 12.270621553063394 22.096677452325821 20.245612444356084 15.276263620704411 8.0708945430815238 46.000965632498264 16.051934354007244 22.207616828382015 18.272699356079102 47.701154460199177 16.011121176183224 180.16990552842617 9.9934378787875158 8.2819802910089475 leaf_count=5840 67 63 89 66 98 173 97 64 207 94 101 125 575 102 815 55 36 internal_value=-0.000590519 0.00693801 0.0136393 -0.00179898 -0.00285832 -0.00117324 0.000180639 -0.000243568 0.000250381 -0.00467131 -0.0018582 -0.0105572 -0.00346293 -0.023979 -0.00422214 -0.011122 -0.0231937 internal_weight=1235.26 87.3427 51.9346 30.5593 35.4081 1147.92 827.258 811.982 795.629 320.66 218.429 102.231 67.9468 34.2838 202.378 22.2641 16.3529 internal_count=8667 438 277 188 161 8229 6244 6147 6047 1985 1010 975 748 227 916 121 100 is_linear=0 shrinkage=0.05 Tree=159 num_leaves=23 num_cat=0 split_feature=0 1 0 1 4 0 6 0 5 0 0 5 6 4 1 1 0 5 1 2 0 0 split_gain=1.48514 2.41283 2.04769 1.96208 3.36788 3.29437 2.8054 2.7486 2.27169 1.93318 4.23736 2.52657 1.8369 2.20167 2.26748 1.78493 1.77069 1.43017 1.31503 1.28966 4.01376 2.11328 threshold=569.50000000000011 9.4500000000000011 637.50000000000011 2.5500000000000003 4.5000000000000009 632.50000000000011 1.0000000180025095e-35 608.50000000000011 3.5000000000000004 516.50000000000011 538.50000000000011 5.5000000000000009 3.5000000000000004 4.5000000000000009 6.3500000000000005 10.15 640.50000000000011 5.5000000000000009 8.6500000000000004 5.5000000000000009 657.50000000000011 654.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 4 8 6 -5 -6 -2 15 11 -11 13 14 -1 -3 -4 -17 -15 20 -18 -21 right_child=2 9 16 5 7 -7 -8 -9 -10 10 -12 -13 -14 18 -16 17 19 -19 -20 21 -22 -23 leaf_value=0.004104344273897137 -0.0022382401458513699 -0.034828525901055098 0.01846308422284058 -0.0094208264620087526 -0.016201677246452339 -0.023598058810939508 -0.00047969652681291035 0.0073334729616034034 0.018995323011401465 0.002186816138811555 -0.017607840307333193 0.045034016445716495 -0.013671210473345172 0.0013318015620159707 0.019427604347535574 -0.027375248217042278 0.0063440014181885083 0.00067219249678823019 0.012479148916194144 -0.0042813252342325621 -0.022709986440102702 0.010690088034356289 leaf_weight=54.686411391943693 17.670083627104759 7.8126513697207001 18.011843577027321 115.12459747493267 26.359953559935093 18.645407989621162 364.8858225941658 21.548206076025963 38.293605588376522 8.261615529656412 12.261708602309225 5.3905025012791148 12.865896593779324 255.23290778137743 44.830804267898202 5.202291761524978 31.086068212985992 15.641521212644873 28.81675772741437 35.267229661345482 17.809440866112709 65.432406395673752 leaf_count=399 76 190 74 630 130 77 1808 90 168 81 96 55 95 2696 402 127 127 353 383 144 79 306 internal_value=0.000513533 0.00279138 -0.000815818 -0.00218119 0.00402097 -0.0034886 -0.00264964 -0.00558026 0.0122816 -0.00694618 0.00276933 0.0213651 0.00415848 0.00480353 0.0111816 -0.0156976 0.00404672 -0.00703188 0.00252005 0.00216666 -0.00438132 0.00540706 internal_weight=1221.14 451.003 770.135 602.528 103.872 498.656 480.01 47.9082 55.9637 54.5703 25.9138 13.6521 396.433 383.567 99.5172 28.6565 167.607 20.8438 284.05 149.595 48.8955 100.7 internal_count=8586 4877 3709 2979 464 2515 2438 220 244 902 232 136 3975 3880 801 670 730 480 3079 656 206 450 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=14 num_cat=0 split_feature=7 7 7 7 7 7 0 3 0 0 0 2 3 split_gain=2.11944 2.60033 1.8465 3.31432 2.67322 2.18937 1.83416 1.65135 1.20296 2.95285 1.47019 1.63506 1.17478 threshold=0.86205000000000009 0.77120000000000011 0.19405000000000003 0.21035000000000001 0.18855000000000002 0.22035000000000002 545.50000000000011 1.5000000000000002 575.50000000000011 550.50000000000011 598.50000000000011 5.5000000000000009 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 7 -5 -4 -1 9 -3 -10 -12 -2 right_child=12 8 3 5 -6 -7 -8 -9 10 -11 11 -13 -14 leaf_value=-0.011831416238236782 -0.003458497175843997 -0.0017491277616198939 0.0022602601995253368 0.016708849052884406 0.028170580151014524 -0.00073224742325496504 -0.025799079613217143 0.004717342303297286 -0.0084480440360369478 0.039696151959116903 0.024978941983773643 0.00035532795542490305 -0.023091014973864992 leaf_weight=15.714520558714865 18.381588369607929 6.9918866455554989 7.5242905262857702 17.334027793258429 10.414296098053454 932.55356868263334 19.229920111596584 145.03080647997558 11.500180974602698 9.0263942033052427 12.11568656563759 14.801370233297346 13.568399272859095 leaf_count=99 84 56 94 131 67 6291 103 1478 58 51 51 65 71 internal_value=0.000110104 0.000456626 -4.98169e-05 -0.000894906 0.00472043 -0.000391478 -0.0179305 0.00300547 0.0110337 0.022272 0.00577485 0.0121156 -0.0123955 internal_weight=1234.19 1202.24 1147.8 976.642 171.16 949.888 26.7542 160.745 54.4355 16.0183 38.4172 26.9171 31.95 internal_count=8699 8544 8263 6619 1644 6422 197 1577 281 107 174 116 155 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=13 num_cat=0 split_feature=1 7 7 1 5 7 7 7 1 0 1 0 split_gain=1.80808 2.71237 2.59558 2.47071 6.99925 1.66511 1.5653 1.47493 1.32813 1.16428 1.09268 0.906027 threshold=9.4500000000000011 0.47715000000000007 0.071800000000000017 9.2500000000000018 5.5000000000000009 0.036350000000000007 0.39795000000000008 0.21765000000000004 1.0500000000000003 675.50000000000011 10.350000000000003 513.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 7 -4 9 -7 -3 -10 right_child=1 10 6 4 -6 8 -8 -9 11 -11 -12 -13 leaf_value=0.019992233957890616 0.010462377311204996 0.018106752404456111 -0.02574327099643425 0.047710285964559042 -0.017683091609464716 -0.010043292878180374 -0.039981693872318175 -0.0034708105576356564 0.0063380604410135724 0.0052573969765432257 -0.0069942021508123692 -0.00040669318145092554 leaf_weight=8.9630264546722156 7.488336286507546 9.8771571731194872 13.725024673156442 8.3227409701794368 6.4239856898784629 59.640357136726379 7.5283252727240315 16.976210122928023 51.343416817486286 14.496331125497816 6.1459306813776484 1013.3062507025898 leaf_count=158 165 109 213 65 67 263 102 266 956 79 85 6069 internal_value=-0.000524209 -0.00879268 -0.0149542 -7.35881e-05 0.0195921 -0.000347448 -0.0202001 -0.0140834 -0.000529322 -0.00695477 0.00833984 -7.10887e-05 internal_weight=1224.24 61.741 45.7179 1162.5 14.7467 1147.75 38.2296 30.7012 1138.79 74.1367 16.0231 1064.65 internal_count=8597 940 746 7657 132 7525 581 479 7367 342 194 7025 is_linear=0 shrinkage=0.05 Tree=162 num_leaves=20 num_cat=0 split_feature=0 0 3 6 7 7 0 7 7 7 2 7 7 6 7 3 7 0 0 split_gain=1.43539 1.84482 2.29223 2.40807 1.56232 3.30181 3.07189 2.77195 1.97793 2.85106 1.26414 1.28059 0.965877 0.839463 2.34568 1.75094 0.77122 0.666151 0.279552 threshold=560.50000000000011 564.50000000000011 5.5000000000000009 1.0000000180025095e-35 0.11050000000000001 0.082500000000000004 534.50000000000011 0.11900000000000001 0.14005000000000004 0.17805000000000001 3.5000000000000004 0.36595000000000005 0.036350000000000007 2.5000000000000004 0.37555000000000005 1.5000000000000002 0.43375000000000002 529.50000000000011 541.50000000000011 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 -2 5 6 12 -6 18 -10 11 -3 -1 15 -15 -12 -5 -7 -9 right_child=1 10 -4 16 7 17 -8 8 9 -11 13 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=0.0016028462194231973 0.014305775593270526 0.00099062421099563118 -0.036876944118125463 -0.024952484886169048 0.037115764835316374 -0.011259798469343503 0.025746747742166426 -0.019683860475285527 0.019450787802176794 0.0025645507530715874 -0.0033197827889900021 -0.021312103765283894 -0.019251676294435877 0.0050791784311212144 -0.007742209580505293 0.0023433104945763078 -0.0030353466838424878 -0.040882735004858034 -0.0031667749974972877 leaf_weight=10.815598335117107 9.2746964693069476 10.758738175034525 6.5295238308608523 9.3844035267829913 5.1941876374185076 5.0115808025002462 8.6226201578974706 8.7615626826882345 26.613013019785285 286.92665378563106 192.92770826071501 13.377146683633326 9.3542043510824424 52.622971028089523 104.35563010722399 457.66841918230057 7.9965512529015532 5.4133082553744316 5.1647757291793814 leaf_count=250 75 59 56 71 47 89 82 111 274 3243 887 71 180 252 485 2312 59 51 34 internal_value=0.000155135 -0.0009576 -0.0123475 -0.00504189 0.00275212 -0.00652776 0.00226078 0.00387739 0.00322356 0.00407102 -0.000482855 -0.0115277 -0.00828525 -0.000132727 -0.00340758 0.000653786 -0.0158547 -0.0293117 -0.0145158 internal_weight=1236.77 864.896 33.1852 26.6557 371.878 39.2173 28.7924 332.66 327.466 313.54 831.711 24.1359 20.1698 807.575 156.979 650.596 17.381 10.4249 13.9263 internal_count=8688 4327 261 205 4361 652 512 3709 3662 3517 4066 130 430 3936 737 3199 130 140 145 is_linear=0 shrinkage=0.05 Tree=163 num_leaves=14 num_cat=0 split_feature=0 0 7 5 7 7 3 7 0 7 7 1 1 split_gain=2.44725 3.26226 1.66544 2.5202 2.14701 3.71021 2.68057 1.54699 4.23839 3.0437 2.26172 3.14881 1.37512 threshold=598.50000000000011 597.50000000000011 0.20535000000000003 4.5000000000000009 0.22575000000000003 0.25435000000000008 3.5000000000000004 0.16800000000000001 579.50000000000011 0.036350000000000007 0.18295000000000003 6.3500000000000005 4.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 -2 -4 -6 -7 8 9 -1 11 -9 -12 right_child=2 -3 4 -5 5 6 -8 10 -10 -11 12 -13 -14 leaf_value=0.010347709977510793 -0.021750731233016005 -0.026916436257091936 0.02396504674533026 0.0069185020354369303 -0.019613188948609559 0.0022944996311997988 0.012799290669347187 -0.0022667304053054743 0.017394835131689188 -0.013794629547428012 -0.0048217165413125774 0.036630488884585796 0.00069842421360993411 leaf_weight=14.399522432126103 15.203511849045755 11.399451941251753 12.01020611822605 13.485281601548193 16.006620422005653 343.87379343807697 73.498334407806396 10.300771716982128 15.151021361351011 84.868466563522816 146.73685786500573 8.8693982288241369 472.97456542961299 leaf_count=291 66 59 52 60 72 1501 327 63 78 910 873 86 4260 internal_value=0.000284301 -0.0014606 0.00310655 -0.00832711 0.00387123 0.00324897 0.00418249 -0.00103359 -0.00636143 -0.0101745 -6.31443e-05 0.0164057 -0.000606256 internal_weight=1238.78 764.7 474.078 28.6888 445.389 433.379 417.372 753.301 114.419 99.268 638.882 19.1702 619.711 internal_count=8698 6620 2078 126 1952 1900 1828 6561 1279 1201 5282 149 5133 is_linear=0 shrinkage=0.05 Tree=164 num_leaves=18 num_cat=0 split_feature=7 7 4 5 0 0 1 1 7 1 1 1 0 1 1 6 4 split_gain=1.36131 4.55793 3.10316 9.78176 3.8213 3.54627 3.51744 3.39743 2.07331 1.97535 1.17683 6.09636 3.69417 2.74488 2.31868 1.53008 0.591633 threshold=0.19925000000000001 0.18855000000000002 4.5000000000000009 5.5000000000000009 504.50000000000006 546.50000000000011 5.9500000000000011 6.2500000000000009 0.20535000000000003 8.0500000000000025 9.2500000000000018 9.3500000000000032 562.50000000000011 8.7500000000000018 8.5500000000000025 1.5000000000000002 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 3 7 9 -6 -5 -1 -2 -4 13 -12 -13 14 -10 -15 -3 right_child=8 16 4 6 5 -7 -8 -9 10 -11 11 12 -14 15 -16 -17 -18 leaf_value=-0.016754229071120463 -0.024040544860369065 0.011784635454616424 -0.0054488687374600791 0.068064235233534581 -0.019050163431200258 0.00037390792854764436 0.017846741115243491 0.01508292848710676 -0.0012055295952328254 0.026638724573286962 0.048057477351842827 -0.0077300756562935224 0.026150017073591166 -0.0077640450460105676 0.021905554306057989 -0.036496309832623773 0.033835119825530169 leaf_weight=20.324818156659603 8.8392740208655578 7.2860926315188435 6.5401090169325498 6.7077983245253554 40.15659406222403 53.536475498229265 8.8517739772796613 12.738353326916693 956.37536168657243 12.83720151055604 6.5019278917461625 36.854932682588696 9.2109086960554105 14.182961047627034 9.960877654142676 7.0392676256597033 11.121156040579079 leaf_count=111 67 44 152 38 434 336 78 92 5849 331 45 586 49 170 96 56 87 internal_value=-0.000479589 0.00351751 0.000732995 0.0111921 -0.00377949 -0.00801166 0.0426006 -0.00425874 -0.00117332 0.0158274 -0.000951285 0.00625222 -0.000437813 -0.00134572 -0.000939736 -0.0187328 0.0264215 internal_weight=1229.07 180.1 161.693 48.6227 113.07 93.6931 15.5596 33.0632 1048.97 19.3773 1040.13 52.5678 46.0658 987.558 966.336 21.2222 18.4072 internal_count=8621 1703 1572 319 1253 770 116 203 6918 483 6851 680 635 6171 5945 226 131 is_linear=0 shrinkage=0.05 Tree=165 num_leaves=18 num_cat=0 split_feature=1 1 7 7 6 4 0 7 4 7 1 1 1 1 0 0 4 split_gain=2.8812 1.73583 1.47714 1.13935 2.99067 5.18016 5.01853 3.02644 2.88038 2.78835 3.65584 5.24749 4.25443 3.42731 1.79466 1.69368 1.48182 threshold=10.850000000000003 11.850000000000003 0.31545000000000006 0.61225000000000007 1.0000000180025095e-35 4.5000000000000009 597.50000000000011 0.45725000000000005 3.5000000000000004 0.65645000000000009 4.3500000000000005 3.7500000000000004 5.5500000000000007 3.5500000000000003 592.50000000000011 569.50000000000011 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 5 14 -7 8 -6 13 11 -11 -12 -5 -1 -15 -9 right_child=1 -3 -4 9 7 6 -8 16 -10 10 12 -13 -14 15 -16 -17 -18 leaf_value=0.020035288189185853 0.041532482034213558 -0.0026388917772956523 0.0077087856910015339 0.030237572676125146 -0.0093757250346798767 0.0022068081369458945 -0.023052885016827531 -0.011241852312733291 0.0015180594097545168 -0.00087045151398256458 0.020113353716651905 -0.029753972604111147 -0.00075339244170485712 -0.0080990248520483397 0.0059551843952646948 0.011386975996676638 -0.0026656756173403366 leaf_weight=48.120276190340519 7.7496649883687514 6.1254038764163843 6.6642446387559175 17.772398047149181 70.00160663574934 133.73230724222958 21.996829226613045 109.88865968212485 416.07845956739038 82.575308430939913 37.284273825585842 18.56089011579752 66.108754554763436 15.920013548806308 46.607217967510223 31.150054141879082 97.150708643719554 leaf_count=372 123 165 83 82 343 1493 109 578 2973 378 201 92 430 145 210 144 713 internal_value=0.000610882 0.0187413 0.0277332 0.000284569 -0.000530333 0.00413524 -0.00145356 -0.00222696 -5.65444e-05 0.00314897 0.000241832 -0.00645963 0.006844 0.0120999 0.0132945 0.00466104 -0.00727378 internal_weight=1233.49 20.5393 14.4139 1212.95 943.576 250.457 155.729 693.119 486.08 269.372 204.529 101.136 103.393 64.8425 94.7275 47.0701 207.039 internal_count=8634 371 206 8263 6791 2184 1602 4607 3316 1472 1101 470 631 371 582 289 1291 is_linear=0 shrinkage=0.05 Tree=166 num_leaves=25 num_cat=0 split_feature=7 7 7 7 7 7 0 0 0 7 0 1 5 1 0 1 5 7 0 0 1 7 0 2 split_gain=1.49192 3.41983 5.67173 4.39868 3.97597 3.16519 2.94029 2.81993 3.28075 2.81281 2.81074 2.67898 5.06925 3.34535 3.13074 2.27793 2.15967 1.8927 1.6242 1.5245 1.16163 1.01816 1.37668 0.0951325 threshold=0.61225000000000007 0.45725000000000005 0.48545000000000005 0.41135000000000005 0.54375000000000007 0.67075000000000007 521.50000000000011 608.50000000000011 628.50000000000011 0.40575000000000006 578.50000000000011 4.2500000000000009 5.5000000000000009 4.6500000000000012 623.50000000000011 2.7500000000000004 3.5000000000000004 0.38745000000000007 637.50000000000011 630.50000000000011 5.4500000000000011 0.64915000000000012 544.50000000000011 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 2 left_child=1 3 18 9 19 7 -5 21 -9 17 -8 12 14 -13 -7 -6 -15 -1 20 -4 -3 22 -2 -23 right_child=5 2 4 6 15 11 10 8 -10 -11 -12 13 -14 16 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 leaf_value=-8.1695755034597164e-05 -0.0044277442746657875 -0.031454813438158043 0.0024078850560827264 -0.015312860473782084 -0.021281464509806596 -0.012339373206552666 0.025974160295399347 -0.017610612914280219 0.013802321499326798 -0.025385321396244581 0.0073235525636352293 0.029630481010289336 -0.033566593677074395 0.017748396192814778 0.0076413935405056383 -0.0039127603253062051 -0.0015660425600144028 0.01136295908299266 -0.00055881749575012105 0.017033715691969369 -0.01331249554165484 0.035156971250618826 0.018420212978359968 0.019413098450394017 leaf_weight=540.38608641736209 7.8464538473635903 22.520254801958799 88.635386550799012 8.276467456482349 23.887774139642715 32.517305232584476 32.18265675008297 13.547559693455698 18.376846596598625 9.5410016402602178 57.598876059055328 12.315453059971331 12.775621019303797 17.322217501699924 46.14462236315012 85.786354376003146 66.762271642684937 37.653422224335372 9.989165782928465 21.849315248429775 20.226434559561312 9.0836871862411517 26.019490569829941 9.7618470788001996 leaf_count=4322 93 132 617 146 111 159 232 56 80 68 273 63 65 82 201 632 448 268 44 94 195 61 143 54 internal_value=0.000896728 -2.74395e-05 -0.0047563 0.00185162 -0.00117193 0.00415435 0.0115992 0.0121237 0.000189951 0.000199466 0.0142765 0.000491862 -0.00557925 0.00629995 -0.000606713 -0.00789907 0.00251599 0.000673509 -0.0193268 0.00547197 -0.0234853 0.0191201 0.013008 0.0286429 internal_weight=1231.01 958.533 272.895 685.639 220.159 272.473 98.058 84.6359 31.9244 587.581 89.7815 187.837 91.4375 96.3999 78.6619 109.674 84.0845 578.04 52.7359 110.485 42.7467 52.7115 33.8659 18.8455 internal_count=8639 7134 1825 5309 1454 1505 651 487 136 4658 505 1018 425 593 360 743 530 4590 371 711 327 351 236 115 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=16 num_cat=0 split_feature=7 7 7 1 0 7 1 3 1 1 0 0 1 0 1 split_gain=1.69136 1.73617 2.46533 5.66365 4.32514 2.77405 3.75319 2.3664 2.25429 3.78781 2.07041 6.51807 2.01461 1.88859 0.862244 threshold=0.029700000000000001 0.54375000000000007 0.48285000000000006 7.8500000000000005 546.50000000000011 0.45725000000000005 4.0500000000000007 2.5000000000000004 1.0500000000000003 0.25000000000000006 599.50000000000011 596.50000000000011 5.8500000000000005 562.50000000000011 8.4500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 5 13 -5 7 -7 -2 9 -3 11 -10 -12 -4 -1 right_child=1 8 3 4 -6 6 -8 -9 10 -11 12 -13 -14 -15 -16 leaf_value=-0.030645680465919308 0.005204248056169836 4.6152056767501881e-05 0.016845696896796714 0.060309024469281408 0.0050953199682723885 0.0057317332544107868 -0.022947162027952904 -0.00093897184639075743 -0.0025833597968531585 -0.034045446873882439 0.0051999095186387144 -0.042500905952766288 -0.0092149011135664507 0.00024093789731593495 -0.0029674915565669423 leaf_weight=5.6452802773565036 243.61354650184512 17.800094440579418 21.075230551883578 7.5907497853040677 6.7472428306937218 18.306035533547401 26.994564588181674 433.20038859546185 175.86141231190413 13.58154261857271 138.46071524918079 9.9062531441450101 28.199262127280235 79.37187784165144 6.0670756129547954 leaf_count=101 1329 87 203 102 45 98 235 3742 1358 60 590 53 120 395 138 internal_value=7.5323e-05 0.000268088 0.0015484 0.00832414 0.0366785 0.000454408 -0.0113765 0.00126927 -0.00250741 -0.0151496 -0.00132787 -0.00495494 0.00269065 0.00390585 -0.0180628 internal_weight=1232.42 1220.71 836.9 114.785 14.338 722.115 45.3006 676.814 383.809 31.3816 352.428 185.768 166.66 100.447 11.7124 internal_count=8656 8417 6149 745 147 5404 333 5071 2268 147 2121 1411 710 598 239 is_linear=0 shrinkage=0.05 Tree=168 num_leaves=17 num_cat=0 split_feature=7 5 1 0 0 3 1 0 7 0 0 0 0 0 5 0 split_gain=2.30238 2.54624 2.77211 1.83979 2.98517 3.68028 2.51197 1.80318 1.64688 1.38363 1.47052 2.24533 2.04111 1.83023 1.65564 1.21101 threshold=0.71110000000000018 5.5000000000000009 4.4500000000000011 590.50000000000011 621.50000000000011 1.5000000000000002 7.0500000000000007 557.50000000000011 0.81675000000000009 692.50000000000011 644.50000000000011 648.50000000000011 639.50000000000011 630.50000000000011 3.5000000000000004 562.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 3 -3 6 8 -6 15 -4 -5 10 12 -12 13 -1 -13 -2 right_child=1 2 7 4 5 -7 -8 -9 -10 -11 11 14 -14 -15 -16 -17 leaf_value=0.00011166032240732733 -0.036452050829100156 -0.040814553322043701 -0.025045771876736345 0.0027541290231198686 -0.017152349011424022 0.0097234030244715709 0.0085052008948259174 0.0058043748083512481 0.026865455805629542 -0.017521521057521149 0.025858522031904904 -0.0043105393874653857 -0.013902414210948046 0.010707341248532027 0.010265194119756592 -0.01114859344253836 leaf_weight=922.33788758516312 8.0004395842552238 9.1623436547815817 7.0078580845147398 16.601087003946308 29.608223900198936 20.720339216291904 9.0396005492657405 10.461926922202109 12.462329328060148 9.4135996103286725 12.416711211204527 35.234212189912796 23.927175521850586 41.697797954082489 40.644763112068176 14.798787988722323 leaf_count=7183 59 49 69 77 129 88 66 57 55 49 51 155 98 172 175 84 internal_value=-0.000172952 -0.00623849 -0.0198611 -0.00278435 0.00126057 -0.00601629 -0.0127541 -0.0069862 0.0138091 0.000597705 0.000776945 0.0069235 0.000216117 0.000585761 0.00346392 -0.0213964 internal_weight=1223.54 137.863 26.6321 111.231 79.392 50.3286 31.8388 17.4698 29.0634 1085.67 1076.26 88.2957 987.963 964.036 75.879 22.7992 internal_count=8616 733 175 558 349 217 209 126 132 7883 7834 381 7453 7355 330 143 is_linear=0 shrinkage=0.05 Tree=169 num_leaves=12 num_cat=0 split_feature=0 0 0 1 0 2 7 1 7 1 0 split_gain=2.46807 1.71939 1.67766 2.878 1.53597 5.97375 0.837771 2.6366 2.57928 0.685895 0.453339 threshold=667.50000000000011 458.50000000000006 683.50000000000011 0.8500000000000002 653.50000000000011 5.5000000000000009 0.61225000000000007 6.1500000000000012 0.59810000000000008 2.0500000000000003 658.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 9 -4 6 -6 8 -8 -3 -2 -7 right_child=2 4 3 -5 5 10 7 -9 -10 -11 -12 leaf_value=-0.021864030137933171 0.010294941366789242 0.00051208018107408492 0.02223321645392199 -0.012124281685073207 -0.035560014443080684 0.010878557321654729 7.087324668430136e-05 0.01173440754246604 -0.01917771954528278 0.029431659809883888 -0.0011578636082927984 leaf_weight=7.666650364175438 11.575999364256861 882.89528482407331 9.3488902971148509 13.749654471874235 13.087301433086393 12.043425619602205 167.1793473996222 67.743178866803646 15.947770895436404 12.005414724349974 17.561977326869965 leaf_count=315 59 6475 52 63 54 49 848 480 115 58 75 internal_value=0.000766887 0.000313177 0.0119233 0.00191962 0.000480393 -0.00870954 0.000838222 0.00349089 0.000136252 0.0210419 0.00377062 internal_weight=1230.8 1184.12 46.68 23.0985 1176.46 42.6927 1133.77 234.923 898.843 23.5814 29.6054 internal_count=8643 8411 232 115 8096 178 7918 1328 6590 117 124 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=11 num_cat=0 split_feature=1 1 2 0 1 1 0 6 0 0 split_gain=2.60626 3.0157 1.66878 3.13274 2.4887 1.89473 1.05262 7.80037 1.65243 0.951759 threshold=11.250000000000002 10.850000000000003 6.5000000000000009 655.50000000000011 1.6500000000000001 4.7500000000000009 653.50000000000011 1.5000000000000002 641.50000000000011 475.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 -5 -4 8 -8 -1 -2 right_child=9 -3 3 4 -6 -7 7 -9 -10 -11 leaf_value=-0.0015763423905214191 -0.0035694274755872393 0.028524761960014817 0.0043423530927841712 0.0039718412704484616 0.033872587486471428 -0.01719178704038607 0.011259200878519747 -0.024964110857183183 0.0077702268576832906 -0.032236477162438916 leaf_weight=1030.6436614282429 5.2873157393187276 7.6908585522323838 35.441641218960285 14.881573483347895 13.403590872883795 13.136218190193174 26.93683236092329 30.70050510764122 48.433011084794998 8.0536460150033218 leaf_count=7521 159 98 152 77 61 62 124 135 198 128 internal_value=-0.00105953 -0.000805765 -0.00101909 0.00605142 0.0189846 -0.00160927 -0.00150648 -0.00804655 -0.0011454 -0.0222649 internal_weight=1234.61 1221.27 1213.58 76.863 28.2852 48.5779 1136.71 57.6373 1079.08 13.341 internal_count=8715 8428 8330 352 138 214 7978 259 7719 287 is_linear=0 shrinkage=0.05 Tree=171 num_leaves=25 num_cat=0 split_feature=0 7 3 5 0 7 7 0 0 7 7 0 2 7 3 5 3 7 0 2 7 0 7 0 split_gain=1.69275 3.2717 2.7516 4.88831 5.19787 2.62408 4.50202 5.52773 3.31571 2.63634 4.04513 2.42268 3.13878 2.42118 2.70793 2.9373 2.56635 3.37832 3.17938 2.19966 3.50019 2.56058 1.61379 0.295435 threshold=550.50000000000011 0.27955000000000008 5.5000000000000009 6.5000000000000009 531.50000000000011 0.48285000000000006 0.53475000000000017 527.50000000000011 537.50000000000011 0.45515000000000005 0.43175000000000002 554.50000000000011 4.5000000000000009 0.32575000000000004 1.0000000180025095e-35 6.5000000000000009 1.5000000000000002 0.44345000000000007 653.50000000000011 3.5000000000000004 0.13060000000000002 504.50000000000006 0.42035000000000006 529.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 19 4 -4 9 7 -7 -8 10 -3 12 22 14 -13 -16 17 -15 -18 20 -1 -21 -2 -11 right_child=11 5 3 -5 -6 6 8 -9 -10 23 -12 13 -14 16 15 -17 18 -19 -20 21 -22 -23 -24 -25 leaf_value=0.019324625159239519 0.044868003919503741 -0.014753679887480414 0.01530589465088994 -0.033531832120564778 -0.028896440075466209 -0.0098331973912693053 0.00076324128353739084 0.039993873971581308 -0.023033715273913128 -0.019425847534781465 0.016453511888771959 0.015530749081306083 -0.0038888438843465269 0.0082363693211835853 -0.0060577461385851461 0.016451960180635831 0.0034913134995755283 -0.0063175212604035212 0.023185278632732838 0.039909794225620548 -0.019531856346810365 0.0089343860359645446 0.011480788254699597 -0.047073521894988771 leaf_weight=8.3270531781017798 7.5918351262807908 67.555825250223279 23.268296151421968 11.582412886433302 8.1405146606266481 9.1320452187210339 38.907575581222773 11.647581622004507 22.045583821833134 5.0356049481779319 11.238371668383477 16.73530326038599 11.752451047301291 53.682595491409302 232.0941672436893 14.397678967565296 429.81827271357179 145.0809021666646 20.699705168604851 7.0233804639428845 14.19293027743697 53.065923877060413 8.7815325222909433 5.054079644382 leaf_count=140 59 917 399 239 79 126 481 96 196 91 132 78 90 247 1243 86 2286 671 95 137 185 480 66 48 internal_value=0.000141671 -0.00314359 0.00293965 -0.00715124 0.00315716 -0.00764198 -0.00107782 0.0184207 -0.00799582 -0.0135433 -0.0100895 0.00118379 0.0153886 0.000724122 -0.00330496 -0.00466158 0.00236782 -0.00234018 0.0044566 0.00827364 -0.00474083 0.0132307 0.0289407 -0.0367218 internal_weight=1236.85 296.217 125.601 42.9912 31.4088 170.617 81.7328 20.7796 60.9532 88.8839 78.7942 940.634 28.1258 912.509 263.227 246.492 649.281 198.763 450.518 82.6093 22.52 60.0893 16.3734 10.0897 internal_count=8667 3746 1659 717 478 2087 899 222 677 1188 1049 4921 215 4706 1407 1329 3299 918 2381 942 325 617 125 139 is_linear=0 shrinkage=0.05 Tree=172 num_leaves=17 num_cat=0 split_feature=0 1 6 7 0 1 1 0 4 6 7 6 0 7 0 6 split_gain=1.39264 2.17002 2.43944 2.11434 1.61997 1.55585 5.71419 3.28768 2.76698 2.53007 2.46635 2.24053 1.95972 1.84262 1.44186 0.937374 threshold=492.50000000000006 7.2500000000000009 1.5000000000000002 0.43175000000000002 476.50000000000006 5.1500000000000012 4.7500000000000009 644.50000000000011 5.5000000000000009 4.5000000000000009 0.11900000000000001 2.5000000000000004 583.50000000000011 0.33785000000000004 567.50000000000011 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 6 9 10 15 11 12 -2 -7 -12 -10 -8 right_child=5 2 -4 -5 -6 7 8 -9 14 -11 13 -13 -14 -15 -16 -17 leaf_value=-0.032530260090407784 0.0015013305396557369 -0.0051407766527040259 0.024815248830071714 0.013531939460140186 -0.034260180914872561 0.0084488542539151879 -0.030957323990203806 0.027172823841620782 -0.010086231073953565 0.024423690834308655 -0.0032478959118965424 -0.0067111403433278349 0.039842640187312595 0.0030215025440920619 0.018948334417441658 -0.0148993748772437 leaf_weight=6.9509435193613163 438.50473887473345 12.889661167748278 5.365359670482575 6.5233483100309959 7.5824345014989367 35.175768645480275 14.249500531703232 12.038737684488295 7.6496836915612203 9.7711628600954992 182.07061561942101 101.39050880819559 5.1873291432857505 323.35265228897333 7.3443891853094101 42.318938303738832 leaf_count=187 2260 369 116 172 186 391 91 51 73 47 1472 485 25 2381 43 248 internal_value=9.57019e-05 -0.00903762 -0.00301779 -0.00941703 -0.0172521 0.000411861 -0.00130319 0.00232971 -0.0144929 0.000428129 0.00172389 -4.1256e-05 0.0134701 0.000751225 0.00411837 -0.0194987 internal_weight=1218.37 39.3117 32.3608 26.9954 20.4721 1179.05 621.229 557.825 71.5625 549.666 545.786 539.895 40.3631 505.423 14.9941 56.5684 internal_count=8597 1030 843 727 555 7567 3247 4320 455 2792 4269 2745 416 3853 116 339 is_linear=0 shrinkage=0.05 Tree=173 num_leaves=19 num_cat=0 split_feature=7 4 3 7 5 5 4 4 7 4 7 5 1 1 1 1 7 1 split_gain=2.15887 2.79172 2.6999 3.86148 3.08212 3.07995 4.43157 4.80677 2.90104 2.75324 2.12376 1.97632 1.7018 2.09739 6.6068 3.62652 1.34517 0.783438 threshold=0.61570000000000014 2.5000000000000004 3.5000000000000004 0.012150000000000003 7.5000000000000009 4.5000000000000009 6.5000000000000009 5.5000000000000009 0.59150000000000014 6.5000000000000009 0.24670000000000003 3.5000000000000004 1.0500000000000003 5.5500000000000007 6.1500000000000012 4.1500000000000012 0.75045000000000017 7.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 -4 9 8 7 -7 11 -5 -8 -1 16 15 -15 -14 -3 -6 right_child=1 12 3 4 17 6 10 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 leaf_value=0.0014487847705486456 -0.017240953708980048 -0.020040770534399007 0.031226184664545138 -0.0041382082173306899 0.0023633653429941818 -0.00082116521482333892 0 -0.018442246996824421 -0.018060305387038462 -0.018442928446481103 0.035468606287472559 0.010060474665560848 0.0038955088529788809 -0.023568211433053075 0.0079691572839651215 0.02034845965036837 0.0035686353822629944 0.026530238603957163 leaf_weight=127.50281753018498 13.505332767963408 10.331184938549997 6.6171679692342869 362.91003965493292 6.3787744063884011 198.6351244840771 6.5863620294258025 47.31113806925714 12.039865761995314 36.568744845688343 9.7901854915544373 143.07961293496192 88.723969113081694 20.713199879974127 69.521214615553617 54.413453832268715 11.75447031110525 8.2159888837486488 leaf_count=617 63 48 153 3097 72 1200 67 383 58 563 100 744 420 126 486 291 54 157 internal_value=0.000101914 0.0040587 -0.000998072 -0.00400535 -0.00465429 0.00131743 -0.00256694 -0.00429202 0.00493677 -0.00550295 0.0218091 0.00604119 0.00526708 0.00653812 0.000496012 0.0102825 -0.00764846 0.0171174 internal_weight=1234.6 268.963 965.636 420.691 414.074 544.945 262.323 245.946 282.622 399.479 16.3765 270.582 255.457 233.372 90.2344 143.137 22.0857 14.5948 internal_count=8699 1488 7211 4042 3889 3169 1750 1583 1419 3660 167 1361 1425 1323 612 711 102 229 is_linear=0 shrinkage=0.05 Tree=174 num_leaves=21 num_cat=0 split_feature=0 0 7 5 1 1 4 1 4 0 0 1 1 1 7 0 0 2 0 7 split_gain=2.08149 3.10215 2.18748 1.57408 2.24894 2.12579 1.33916 1.07109 1.94424 3.99293 4.74058 2.54777 2.22323 1.66346 3.55356 3.1819 1.45864 5.59115 2.04813 0.411957 threshold=645.50000000000011 665.50000000000011 0.51305000000000012 3.5000000000000004 3.0500000000000003 3.4500000000000006 3.5000000000000004 8.6500000000000004 4.5000000000000009 571.50000000000011 558.50000000000011 9.2500000000000018 10.050000000000002 8.2500000000000018 0.35195000000000004 554.50000000000011 530.50000000000011 3.5000000000000004 537.50000000000011 0.7440500000000001 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 3 6 5 -5 -2 -3 13 11 10 -10 -9 -13 16 -15 -16 17 -1 -18 -4 right_child=1 2 19 4 -6 -7 -8 8 9 -11 -12 12 -14 14 15 -17 18 -19 -20 -21 leaf_value=-0.012838843986324126 -0.0061448263832125614 -0.0061232093189207554 -0.018540538781056912 0.030078399192509334 0.0052726745798905373 0.019497640151304934 0.015915467413489186 -0.026438696335310003 0.0061187184825807484 0.0344875413810651 -0.038737912852384503 0.022314973557111723 -0.015855509404898584 -0.03121339733564504 -0.015684243258826048 0.02973548402978321 -0.014937357877324803 0.012905776516903712 -0.0015450114506236833 -0.004370880365085642 leaf_weight=30.227902910672128 19.564613357186321 10.990109361708166 15.852272264659407 20.667317420244217 17.656980141997337 12.218208998441694 14.956794895231722 10.490706343203785 76.564216263592243 10.346856214106081 5.3625860586762419 7.4339069779962283 5.908329863101244 13.329177294857802 7.8858015052974206 5.7761172950267792 28.68305966630578 63.606542784720659 849.83026783168316 10.030084751546381 leaf_count=500 82 55 77 86 72 50 73 83 1212 53 32 55 65 184 100 37 277 828 4722 50 internal_value=-0.000504334 0.00566414 -0.00350411 0.0124664 0.0192016 0.00385439 0.00651436 -0.0011876 0.00332444 0.00664116 0.00269057 -0.00906586 0.00513639 -0.00171962 -0.0137593 0.00389608 -0.00136648 0.00451173 -0.00200444 -0.0136023 internal_weight=1237.38 121.936 51.8293 70.1071 38.3243 31.7828 25.9469 1115.45 116.107 92.2737 81.9268 23.8329 13.3422 999.339 26.9911 13.6619 972.348 93.8344 878.513 25.8824 internal_count=8693 545 255 290 158 132 128 8148 1500 1297 1244 203 120 6648 321 137 6327 1328 4999 127 is_linear=0 shrinkage=0.05 Tree=175 num_leaves=17 num_cat=0 split_feature=7 7 0 0 6 7 0 7 0 0 0 0 3 0 7 7 split_gain=0.983371 2.99776 2.89965 1.86587 2.37547 5.70293 2.23266 1.82265 4.7468 2.07381 3.14686 3.08917 1.88972 1.74694 0.594942 1.26083 threshold=0.30465000000000003 0.29885000000000006 491.50000000000006 625.50000000000011 2.5000000000000004 0.21585000000000001 646.50000000000011 0.33345000000000008 628.50000000000011 626.50000000000011 611.50000000000011 651.50000000000011 4.5000000000000009 558.50000000000011 0.40075000000000005 0.52765000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 4 13 -6 -5 8 12 10 -9 -11 -4 -1 -2 -16 right_child=2 -3 7 6 5 -7 -8 9 -10 11 -12 -13 -14 -15 15 -17 leaf_value=0.0023768207207509142 -0.035128006011725152 0.027599421766356675 -0.0090877951900215168 0.023002881132877202 -0.005678273184527299 0.029743470057840001 -0.0022221987475018394 -5.6314572083481542e-05 0.021994098220566503 -0.010188446071933331 0.009986765103861029 0.0026048150906084078 -0.032520234639080804 -0.0054752952249821074 0.0048358608742633561 -0.027291918929671963 leaf_weight=138.10164524707943 5.2066446542739859 10.199255170300601 30.96406901627779 19.337486743927002 23.623689010739326 20.122220538556576 14.554098784923552 507.81647942960262 8.8142028599977476 105.26532272994518 90.94532211124897 83.386694394052029 12.269583338871596 142.42940166965127 5.0599234681576473 5.2367983423173428 leaf_count=1796 148 75 207 80 177 122 62 3535 37 433 385 382 123 776 134 138 internal_value=-5.08848e-05 0.0021011 -0.000985296 0.00128627 8.83231e-05 0.0108039 0.0122739 -0.000570451 -0.00954154 2.75436e-05 0.00147489 -0.00452337 -0.0164357 -0.00159733 -0.0217493 -0.0120309 internal_weight=1223.33 368.368 854.965 358.169 324.277 43.7459 33.8916 839.462 52.0479 787.414 598.762 188.652 43.2337 280.531 15.5034 10.2967 internal_count=8610 3088 5522 3013 2871 299 142 5102 367 4735 3920 815 330 2572 420 272 is_linear=0 shrinkage=0.05 Tree=176 num_leaves=14 num_cat=0 split_feature=3 1 2 3 6 0 1 0 0 1 3 1 6 split_gain=1.22437 2.39984 3.7417 1.49627 3.6649 7.84491 2.87248 2.68546 1.9235 1.25317 4.2411 2.64342 1.13401 threshold=8.5000000000000018 8.8500000000000032 4.5000000000000009 6.5000000000000009 1.5000000000000002 565.50000000000011 6.7500000000000009 576.50000000000011 553.50000000000011 10.550000000000002 4.5000000000000009 10.050000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 9 5 6 -5 8 -6 11 -11 12 -1 right_child=1 -3 -4 4 7 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=-0.0038052170607642435 -0.039750716511056272 0.0081726866810800675 0.0059583148687640851 -0.015419725713903668 -0.010672747778103548 0.042742356788469223 0.011310062530052749 -0.031555144947850146 0.022777497998431959 0.0070583331285191458 -0.040900790681161668 0.024575837119209923 -9.0546054729202775e-05 leaf_weight=274.7601658096537 10.293815684504812 9.3712507076561433 6.7523127477616063 14.990857249125837 10.132549658417707 14.983412578701971 25.94278830382973 8.1252959966659528 5.9605283215641967 9.7177664237096923 7.1619151625782242 9.1600072216242534 817.65174761041999 leaf_count=2029 205 188 73 174 123 78 424 43 38 138 137 115 4869 internal_value=-0.000776367 -0.0112332 -0.0220405 -0.000532554 0.00601583 0.0130245 0.00126748 -0.00984288 0.00203173 -0.00101116 -0.0141602 -0.000792476 -0.00103205 internal_weight=1225 26.4174 17.0461 1198.59 80.1354 55.9171 40.9336 24.2184 16.0931 1118.45 16.8797 1101.57 1092.41 internal_count=8634 466 278 8168 880 676 598 204 161 7288 275 7013 6898 is_linear=0 shrinkage=0.05 Tree=177 num_leaves=12 num_cat=0 split_feature=1 1 3 4 3 7 4 1 7 7 7 split_gain=1.27796 1.81652 1.67738 1.47673 1.88559 1.43581 1.69218 0.934823 3.65793 1.13846 1.32395 threshold=10.350000000000003 10.850000000000003 8.5000000000000018 5.5000000000000009 6.5000000000000009 0.22265000000000004 5.5000000000000009 9.8500000000000032 0.47715000000000007 0.036350000000000007 0.061150000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 7 -3 -5 -4 -7 9 -9 -1 -11 right_child=1 3 5 4 -6 6 -8 8 -10 10 -12 leaf_value=0.016828418761765041 -0.02480099404315499 0.015006848000879123 0.0023978787752841281 -0.027071018548254468 0.0098885773784814293 -0.00369430958618828 -0.039594246165236879 -0.0062831591614118127 0.04037821135866955 -0.018530370710715435 0.00034232379823520586 leaf_weight=9.3795570647343975 11.456306396983566 8.0924931047484296 8.4178312309086341 6.8527304558083397 5.1822498794645071 6.9128905124962312 6.4098959267139435 9.8384502967819554 5.8878276608884326 8.3638951275497657 1139.2365556275472 leaf_count=153 175 119 142 153 106 104 127 137 60 104 7250 internal_value=-1.42314e-05 -0.0097879 0.000247995 -0.000236568 -0.011235 -0.013194 -0.0228742 0.000512482 0.0122573 0.000338076 0.00018441 internal_weight=1226.03 31.5838 1194.45 20.1275 12.035 21.7406 13.3228 1172.71 15.7263 1156.98 1147.6 internal_count=8630 553 8077 378 259 373 231 7704 197 7507 7354 is_linear=0 shrinkage=0.05 Tree=178 num_leaves=23 num_cat=0 split_feature=3 1 0 5 3 4 6 4 0 4 0 0 4 6 1 1 1 1 1 0 0 5 split_gain=1.48368 1.94916 3.3087 3.20994 1.57477 3.15059 2.23047 3.3293 2.64972 1.77465 1.64422 2.68841 1.57123 1.24941 2.1553 1.68053 1.05306 3.02635 0.745933 2.09089 0.867164 0.272274 threshold=1.0000000180025095e-35 1.1500000000000001 611.50000000000011 4.5000000000000009 4.5000000000000009 6.5000000000000009 2.5000000000000004 4.5000000000000009 507.50000000000006 6.5000000000000009 587.50000000000011 551.50000000000011 4.5000000000000009 1.0000000180025095e-35 6.3500000000000005 6.5500000000000007 3.5500000000000003 2.2500000000000004 8.8500000000000032 522.50000000000011 481.50000000000006 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 21 3 -3 9 6 8 -8 -6 10 11 -2 -12 15 -15 -11 17 -4 19 -7 -20 -1 right_child=4 2 16 -5 5 18 7 -9 -10 13 12 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 leaf_value=0.011902752251244755 0.0023581545065750383 0.035496406823273048 -0.013134560700199336 0 0.016739778398849048 -0.034897290174770466 -0.0020205805976294413 0.029499221125136352 0.001725243050690912 0.0013317088458975209 0.0033867998689858961 -0.006888138012752708 -0.0027798136637186247 0.015636250011982208 -0.012544182721043851 0.037065803255051981 -0.012576999955647162 0.020198021562084039 0.012174168764230199 -0.0031461899284761551 -0.013445815581884372 0.026733981213476705 leaf_weight=10.633011169731619 121.70116471406072 11.721259318292143 13.719446465373041 12.556780470535157 33.225552056916058 7.8422317672520903 13.039740066975353 20.564147094264627 218.80259761027992 6.2327871248126012 276.52827177196741 215.73450849205256 162.88997110724449 14.064355704933407 11.259019293822346 7.0003800140693784 21.143018305301666 11.618634492158888 5.9324879217892867 14.051852766424416 5.3081076480448246 10.488835364580153 leaf_count=53 1242 61 59 75 697 203 80 159 1690 49 1217 1364 761 88 137 103 90 50 179 117 87 49 internal_value=0.00127602 0.00735839 0.00317517 0.0177942 0.000772827 0.00374821 0.00545961 0.0174188 0.00378275 -0.000387375 -0.000918167 -0.00354144 0.0010884 0.00993371 0.00291644 0.0218625 -0.00456929 0.00214663 -0.0105859 -0.015765 0 0.0203693 internal_weight=1226.06 91.881 70.7591 24.278 1134.18 318.767 285.632 33.6039 252.028 815.41 776.854 337.436 439.418 38.5565 25.3234 13.2332 46.4811 25.3381 33.1347 21.8941 11.2406 21.1218 internal_count=8610 437 335 136 8173 3212 2626 239 2387 4961 4584 2606 1978 377 225 152 199 109 586 320 266 102 is_linear=0 shrinkage=0.05 Tree=179 num_leaves=14 num_cat=0 split_feature=7 7 1 7 0 4 7 4 7 0 4 7 7 split_gain=3.05678 1.62554 3.30545 3.85015 2.43812 2.35228 2.09208 1.90192 2.30251 1.5489 2.44822 1.84272 1.18737 threshold=0.91920000000000013 0.70025000000000015 7.6500000000000012 0.7209000000000001 601.50000000000011 5.5000000000000009 0.67075000000000007 4.5000000000000009 0.68500000000000016 678.50000000000011 3.5000000000000004 0.64915000000000012 0.76475000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 -3 -5 9 -8 -9 11 -11 -1 -4 right_child=-2 2 12 5 -6 -7 7 8 -10 10 -12 -13 -14 leaf_value=-2.0624174821132842e-05 -0.024747279181157083 0.0011992327406346636 0.0097581148075616565 -0.0045678183016550763 0.037276344290550566 0.01639054493201255 0.00026707741325792398 -0.0026624230002187488 -0.03912210347061057 -0.028150198144226216 0.0045930774158338154 0.012576129020406598 0.041474592634545608 leaf_weight=1001.5680780615658 11.299173377454279 8.3672139346599597 6.7761866673827154 85.27147500962019 10.801373504102228 14.811071660369633 15.036764577031134 8.2723972648382205 9.3178896605968458 11.174853496253492 9.8722696974873525 28.876101590692997 6.9582581482827663 leaf_count=7462 54 56 55 423 47 90 75 57 65 57 50 157 47 internal_value=4.96178e-05 0.000304056 0.00550187 0.00267129 0.0226166 -0.00128529 -0.00033342 -0.0126107 -0.0233103 5.44054e-05 -0.0130533 0.000339377 0.0278902 internal_weight=1228.4 1217.1 132.986 119.251 19.1686 100.083 1084.12 32.6271 17.5903 1051.49 21.0471 1030.44 13.7344 internal_count=8695 8641 718 616 103 513 7923 197 122 7726 107 7619 102 is_linear=0 shrinkage=0.05 Tree=180 num_leaves=11 num_cat=0 split_feature=1 7 1 1 1 7 1 2 7 1 split_gain=2.18691 2.58586 1.88379 1.70318 2.83281 2.72926 2.25051 1.71038 1.01418 0.163141 threshold=11.050000000000002 0.39245000000000008 10.750000000000002 0.65000000000000002 0.35000000000000003 0.57045000000000012 1.1500000000000001 6.5000000000000009 0.50405000000000011 11.65 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 9 3 4 5 -1 8 -8 -5 -2 right_child=1 -3 -4 6 -6 -7 7 -9 -10 -11 leaf_value=-0.012528152538452859 -0.016786979788530516 0.0097911935305823733 0.023246189478194866 0.023848458041316665 -0.028207142764183998 0.011907506076640484 -0.00062307009682973161 0.0083361754965042452 0.0029221743329443579 -0.038074472765720881 leaf_weight=26.257111646234989 5.6312385238707083 5.1161264125257722 7.578511379659175 13.154734991490843 13.031839296221731 18.588756114244461 1068.9385087182745 55.038330964744091 11.358863934874533 5.917155347764492 leaf_count=122 86 89 92 61 59 91 7614 247 51 152 internal_value=-0.000353381 -0.0178211 -9.50053e-05 -0.00026491 -0.00856056 -0.00225163 0.00015588 -0.000172894 0.0148424 -0.0302577 internal_weight=1230.61 16.6645 1213.95 1206.37 57.8777 44.8459 1148.49 1123.98 24.5136 11.5484 internal_count=8664 327 8337 8245 272 213 7973 7861 112 238 is_linear=0 shrinkage=0.05 Tree=181 num_leaves=22 num_cat=0 split_feature=7 2 0 0 7 4 7 5 0 7 0 7 7 7 0 5 0 0 0 0 7 split_gain=1.56299 2.26407 3.04014 4.26271 2.00109 4.35267 4.54521 4.03225 3.1651 3.15613 2.80567 1.62306 1.59982 2.8336 2.05716 1.3176 2.65053 2.40006 5.07715 0.569529 0.429838 threshold=0.10625000000000001 3.5000000000000004 550.50000000000011 557.50000000000011 0.34210000000000007 5.5000000000000009 0.30465000000000003 5.5000000000000009 530.50000000000011 0.25675000000000003 632.50000000000011 0.45065000000000005 0.32035000000000008 0.48285000000000006 514.50000000000011 5.5000000000000009 527.50000000000011 534.50000000000011 557.50000000000011 489.50000000000006 0.052450000000000004 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=15 2 12 -4 5 6 -3 8 -6 -7 -9 -5 14 -14 -2 17 19 20 -19 -17 -1 right_child=1 4 3 11 7 9 -8 10 -10 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 leaf_value=-0.027875435140564488 0.021559459864308905 0.0033544420175686332 0.048965764910281352 0.017025680920588947 0.021375546426421671 -0.0054383819406320566 -0.012980427233725798 -0.0036763096346938712 0.0026471295039464113 -0.025772347748632775 -0.029258830644263045 -0.0058023906269853076 -0.019788173175482145 0.0065447199140827852 -0.0038689407998642278 -0.012741072492088092 -0.034689484663310552 0.042638153494893027 -0.01025776587005422 0.0065262577997489205 -0.0055347870520489314 leaf_weight=5.151147919707002 15.684415038675072 210.1180773479864 7.9889248907566062 21.520650155842304 22.676078245043755 54.02382280677557 52.343317432329059 141.31366119347513 544.26762569695711 29.915193192660809 10.748897373676298 10.868478231132029 17.800842333585024 21.202860303223133 14.173723567277191 5.5267713051289347 10.094221003353594 6.4709260649979141 10.565500561147926 8.1130829527974111 5.3130792938172817 leaf_count=104 335 1248 53 123 276 464 313 1120 2828 296 46 60 309 285 142 175 94 61 73 147 87 internal_value=0.000318906 0.000698588 0.00751989 0.0182395 -2.5303e-06 -0.00312387 4.08572e-05 0.00149656 0.00344133 -0.0129622 -0.00569668 0.0092714 0.000991642 -0.00554256 0.00959231 -0.00813699 -0.0165172 -0.000403401 0.0108065 -0.00127622 -0.0184406 internal_weight=1225.88 1174.65 109.24 40.3781 1065.41 346.4 262.461 719.006 566.944 83.939 152.063 32.3891 68.8618 39.0037 29.8581 51.2347 23.7341 27.5007 17.0364 13.6399 10.4642 internal_count=8639 7898 1307 236 6591 2321 1561 4270 3104 760 1166 183 1071 594 477 741 416 325 134 322 191 is_linear=0 shrinkage=0.05 Tree=182 num_leaves=12 num_cat=0 split_feature=0 0 5 1 7 6 1 0 1 7 1 split_gain=1.06026 2.15067 1.88801 1.3279 2.27184 5.63502 1.59171 3.24112 1.51461 1.22102 0.202052 threshold=674.50000000000011 694.50000000000011 1.5000000000000002 1.7500000000000002 0.35465000000000008 1.5000000000000002 2.5500000000000003 611.50000000000011 2.6500000000000008 0.54125000000000012 1.7500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 -1 4 5 -4 7 -5 -8 -6 -2 right_child=1 -3 3 6 9 -7 8 -9 -10 -11 -12 leaf_value=-0.021282503944298987 0.024412456675339853 -0.0060347057337984539 0.0065893176109889139 -0.0036685603246361465 0.0075365788074848554 -0.034413670124027712 -0.017565020938060345 0.017047933891000108 0.00071763578571865864 -0.005744675407867615 0.011344375504159943 leaf_weight=9.0048338547348958 10.233620405197145 13.628493614494799 14.702839355915787 32.455759581178427 30.581322610378265 17.205869287252426 10.443977683782576 42.141017705202103 993.83373572956771 37.221215203404427 11.49334943294525 leaf_count=42 52 73 69 174 139 76 51 175 7542 162 56 internal_value=0.000597081 0.00901352 0.000334938 0.000522245 -0.00496085 -0.0157423 0.00103776 0.00803911 0.000505248 0.000195438 0.0185229 internal_weight=1222.95 35.3555 1187.59 1178.59 99.7112 31.9087 1078.87 74.5968 1004.28 67.8025 21.727 internal_count=8611 181 8430 8388 446 145 7942 349 7593 301 108 is_linear=0 shrinkage=0.05 Tree=183 num_leaves=16 num_cat=0 split_feature=7 7 2 1 7 2 7 4 4 3 1 7 1 6 1 split_gain=2.17509 2.22723 1.96197 2.37576 1.84967 1.53702 2.01104 1.06612 1.02795 0.903833 0.901465 3.04319 1.13257 0.382728 1.6012 threshold=0.10625000000000001 0.13060000000000002 3.5000000000000004 7.8500000000000005 0.04080000000000001 2.5000000000000004 0.27175000000000005 5.5000000000000009 5.5000000000000009 3.5000000000000004 10.950000000000001 0.39245000000000008 9.2500000000000018 1.5000000000000002 6.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 7 13 -5 6 -3 -1 9 -2 12 -12 -7 14 -4 right_child=1 5 3 4 -6 10 -8 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=-0.0082520816438410721 0.033482422572389217 -0.0069356293603408297 0.0061203602056765592 0.033860867836828158 -0.0018319750740940161 0.00036294152214025414 0.028995522927067582 -0.038551718957877359 0.00010907914510349694 0.009694106654567939 -0.031324041260918596 0.014488247781356168 0.0082348411190740021 -0.021793026087743736 -0.024113354814312499 leaf_weight=6.6776468846946937 7.9865827187895837 5.3412274820730081 9.1422032136470097 5.1300698369741431 8.0715844817459566 1071.5573812099174 9.5900529129430634 6.5567779634147882 8.8180694542825204 10.824086893349884 7.4623191822320205 5.3740338776260614 46.857850109227002 7.4118327479809514 6.6351674273610106 leaf_count=109 43 94 104 82 93 6703 159 183 87 73 120 83 519 79 73 internal_value=0.000674788 0.00111535 -0.00946341 -0.00305969 0.0130936 0.000765994 0.0161998 -0.0252686 0.0149007 0.0212268 0.000543741 -0.0121221 0.000704276 -0.0126236 -0.0069758 internal_weight=1223.44 1173.81 49.6253 36.3909 13.2017 1146.18 14.9313 13.2344 27.6287 18.8107 1131.25 12.8364 1118.42 23.1892 15.7774 internal_count=8604 7881 723 431 175 7678 253 292 203 116 7425 203 7222 256 177 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=18 num_cat=0 split_feature=1 0 1 7 7 7 1 1 5 1 7 0 7 7 5 7 7 split_gain=1.14372 3.66523 1.54206 0.981491 2.71628 2.76143 1.88132 1.8671 5.51693 7.82262 4.24321 3.86297 3.55446 2.80274 1.72579 1.61184 2.42099 threshold=10.950000000000001 471.50000000000006 11.65 0.32035000000000008 0.34210000000000007 0.35465000000000008 4.5500000000000007 4.2500000000000009 5.5000000000000009 3.2500000000000004 0.24670000000000003 560.50000000000011 0.13060000000000002 0.16485000000000002 7.5000000000000009 0.32575000000000004 0.33070000000000005 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 15 6 -6 8 10 -10 -1 13 -13 -9 -7 -5 -17 right_child=1 2 -4 4 5 14 -8 11 9 -11 -12 12 -14 -15 -16 16 -18 leaf_value=-0.0075366172482287178 0.020702077241198828 -0.008372634361381073 -0.044864315002707926 -0.032519522063337601 -0.00029336126074217916 0.00011865551789568114 0.027864750355444945 -0.0018311429195241589 0.00078311846221275957 0.055891621856145296 0.01321670027202582 0.013771533397649957 -0.0095424025068335475 0.012162421347362447 -0.021018693914682852 0.012964754811846802 -0.015770730071262729 leaf_weight=50.886765174567699 5.1229858882725265 7.3689387161284667 5.15614989772439 7.4717767946422091 9.1764614023268241 750.50987228192389 14.070207758806644 62.716051596216857 13.243591465055944 11.945765916258095 45.737233139574528 18.232477370649576 106.09713783115149 79.982493473216891 8.7789986208081228 9.3919651377946121 23.601058003492653 leaf_count=261 160 90 98 61 48 4611 120 835 72 70 222 110 582 943 108 74 164 internal_value=0.000503755 -0.0117708 -0.0259711 0.00069619 -0.00027691 0.000377228 0.0169896 0.00276405 0.00786865 0.0282448 0.00227056 0.000396103 -0.006001 0.00600751 -0.000146485 -0.0127517 -0.00730289 internal_weight=1229.49 17.6481 12.5251 1211.84 823 782.536 23.2467 388.842 121.813 25.1894 96.624 267.028 124.33 142.699 759.289 40.4648 32.993 internal_count=8629 348 188 8281 5186 4887 168 3095 625 142 483 2470 692 1778 4719 299 238 is_linear=0 shrinkage=0.05 Tree=185 num_leaves=20 num_cat=0 split_feature=1 3 1 1 6 1 5 6 1 6 5 2 3 1 3 3 6 2 3 split_gain=0.943084 3.60064 2.5905 2.7739 2.23753 1.91028 1.8967 5.39292 3.407 1.82993 3.97678 3.20826 2.57459 2.38429 2.31409 1.26239 1.98663 1.15119 0.272944 threshold=5.7500000000000009 1.5000000000000002 6.2500000000000009 7.2500000000000009 1.5000000000000002 5.8500000000000005 6.5000000000000009 1.5000000000000002 4.0500000000000007 2.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 4.4500000000000011 3.5000000000000004 9.5000000000000018 1.5000000000000002 4.5000000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 -4 -5 17 9 8 -8 11 -11 14 -13 -12 -1 16 -7 -3 -10 right_child=1 5 3 4 -6 15 7 -9 18 10 13 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.0013701419735674388 -0.0040830750801726648 0.02850832555661665 0.033287561463315893 -0.0079083041926435674 0.023965147270523884 0.0017014236217978891 -0.0028426829287458905 0.010550514683521091 -0.05239838523689952 0.019604931524423812 -0.012289665991636431 0.0023477833770383029 -0.0051596643287762827 0.0045846983595439709 0.029525762326203527 0.016803440888487117 -0.0055917683084203825 0.0019311094564189507 -0.025965098845253227 leaf_weight=14.062263034284117 13.930978523567317 8.4192712754011172 19.751577254384756 11.214131094515325 8.9513085186481458 280.28588565997779 9.8750933855772036 15.707160901278256 6.5234579630196077 12.976871281862257 92.487307336181402 368.36265064775944 164.30135964043438 25.900523379445076 15.361176541075109 9.5436716089025122 138.49208945594728 8.2199864536523801 6.9863215265795588 leaf_count=87 75 67 111 87 53 2933 64 94 50 57 439 1795 1041 146 132 194 1093 49 76 internal_value=0.00021014 0.00188828 0.0139786 0.02035 0.00646769 0.000385867 -0.00092675 -0.0115042 -0.0263482 -0.000307557 -0.00560256 0.000928804 1.73966e-05 -0.00854858 0.0167211 -0.00026612 -0.000706138 0.0165161 -0.0418051 internal_weight=1231.35 498.809 53.848 39.917 20.1654 444.961 732.544 39.092 23.3849 693.452 131.365 562.087 532.664 118.388 29.4234 428.322 418.778 16.6393 13.5098 internal_count=8643 4662 326 251 140 4336 3981 284 190 3697 642 3055 2836 585 219 4220 4026 116 126 is_linear=0 shrinkage=0.05 Tree=186 num_leaves=14 num_cat=0 split_feature=0 0 0 7 1 1 7 2 0 1 7 0 0 split_gain=2.24793 2.13376 1.64064 1.56977 1.47456 2.63415 3.91306 1.62433 2.23541 1.36099 1.26194 1.20727 0.980238 threshold=500.50000000000006 496.50000000000006 492.50000000000006 0.91920000000000013 9.8500000000000032 7.3500000000000005 0.60860000000000014 3.5000000000000004 555.50000000000011 7.2500000000000009 0.19925000000000001 468.50000000000006 470.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 4 5 9 -7 -6 -9 -2 11 -1 -12 right_child=3 -3 -4 -5 7 6 -8 8 -10 -11 12 -13 -14 leaf_value=0.016876358037856656 0.0011833942729592623 -0.033819778802279557 0.013968042673966913 -0.017028064139018043 0.030089866470584564 -0.0088000795805455549 0.012563395475257005 -0.0068162009503380978 0.025012801906505074 0.017596437930228599 -0.030047450963319147 -0.0096244186448036246 -0.0078418951046257453 leaf_weight=6.1897054342553011 957.87276426702738 7.0434233602136365 7.8286679480224839 11.578623302280901 7.59565216675401 136.50282719545066 24.31665463373065 15.169050548225643 7.3185696788132182 11.860016640275715 8.3491533966735023 9.607240376994012 14.715012724511324 leaf_count=202 5490 128 134 56 86 1232 172 169 40 82 262 225 346 internal_value=5.92855e-05 -0.00984071 -0.00548518 0.000525355 0.000719282 0.000418931 -0.00548125 0.0114692 0.00395354 0.0014072 -0.00978162 0.000848221 -0.0170026 internal_weight=1225.95 53.7332 46.6898 1172.21 1160.64 1130.55 160.819 30.0833 22.4876 969.733 38.8611 15.7969 23.0642 internal_count=8624 1297 1169 7327 7271 6976 1404 295 209 5572 1035 427 608 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=24 num_cat=0 split_feature=1 1 4 4 2 1 1 1 1 5 1 5 1 2 3 2 1 5 1 5 4 4 3 split_gain=0.999009 1.75371 2.75819 2.62073 2.49562 1.91776 1.88168 3.00355 1.36792 2.53873 3.39237 1.98282 1.1828 3.19805 2.96083 1.90657 2.67095 1.52587 1.39331 0.902912 1.64967 0.867958 0.197192 threshold=8.1500000000000004 9.3500000000000032 6.5000000000000009 5.5000000000000009 4.5000000000000009 8.5500000000000025 10.850000000000003 11.850000000000003 7.4500000000000011 6.5000000000000009 7.5500000000000007 5.5000000000000009 5.4500000000000011 3.5000000000000004 2.5000000000000004 5.5000000000000009 5.9500000000000011 4.5000000000000009 5.3500000000000005 4.5000000000000009 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 2 2 2 left_child=8 2 3 4 -2 -5 19 21 12 10 -10 -12 13 14 -1 17 -17 -14 -15 -3 -21 -8 -11 right_child=1 6 -4 5 -6 -7 7 -9 9 22 11 -13 15 18 -16 16 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.012819088463148574 -0.005693994214727216 0.0040293047635057934 -0.015865163683053792 0.0032876520276283539 0.016581914787865283 0.035461396077786124 0.035822454201758926 -0.017033890244716927 -0.039508741465304587 0.01962833000589366 -0.00064501546591942032 -0.02176783141338582 -0.0049714044347826088 -0.0022297462650814055 0.02183659031451762 0.023589844195252282 0.0021719294700622855 0.0028581669849086539 -0.016774760347518972 -0.016851464289110232 0.0088459829799035234 0.0090159428460667695 0.0043173602487582103 leaf_weight=7.246374964714053 25.582562669180334 10.74410962499678 9.3949311422184092 7.3773141466081169 22.677173942327499 14.786787167191504 5.8818437065929201 6.2290238887071601 8.3855676800012571 5.5435971003025752 40.817634806036949 14.577097973786293 99.622074201703072 627.03753362037241 23.99482343159616 21.080265436321497 45.213662534952164 161.94764585606754 16.073059912770987 29.811891626566648 6.8806659989058963 8.2494212873280031 5.7027799356728792 leaf_count=42 270 102 166 99 161 167 67 179 78 62 344 170 632 3277 187 106 237 1415 103 384 153 132 90 internal_value=-0.000616818 0.00321826 0.00821217 0.0116714 0.00479605 0.0255725 -0.00262242 0.00968051 -0.00114948 -0.00762215 -0.0115292 -0.00657956 -0.00065283 -0.00185336 0.0134949 0.00179935 0.00930608 -0.000112357 -0.00262651 -0.00809702 -0.0117931 0.0221341 0.0132593 internal_weight=1224.86 147.616 79.8188 70.4238 48.2597 22.1641 67.797 20.3603 1077.24 75.0267 63.7803 55.3947 1002.22 674.352 31.2412 327.864 66.2939 261.57 643.111 47.4367 36.6926 14.1313 11.2464 internal_count=8623 1880 863 697 431 266 1017 378 6743 744 592 514 5999 3609 229 2390 343 2047 3380 639 537 199 152 is_linear=0 shrinkage=0.05 Tree=188 num_leaves=26 num_cat=0 split_feature=1 0 7 7 0 7 1 1 2 7 0 0 4 2 1 5 5 0 0 4 1 7 0 7 0 split_gain=1.99432 2.64996 5.57425 4.93244 4.14108 4.40746 2.1116 4.56586 4.00744 4.38525 3.15111 2.47701 4.85071 2.07942 1.90231 1.68103 1.57856 1.41586 1.07955 1.51153 3.93349 2.53397 1.31909 1.05456 0.698633 threshold=4.6500000000000012 569.50000000000011 0.40295000000000009 0.58205000000000007 564.50000000000011 0.22035000000000002 5.4500000000000011 5.9500000000000011 5.5000000000000009 0.54655000000000009 526.50000000000011 579.50000000000011 4.5000000000000009 3.5000000000000004 10.850000000000003 5.5000000000000009 5.5000000000000009 546.50000000000011 686.50000000000011 4.5000000000000009 4.3500000000000005 0.36820000000000003 701.50000000000011 0.67490000000000017 600.50000000000011 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 2 4 17 5 -1 10 8 9 -8 -2 13 -13 -12 16 -16 -9 -4 19 20 -3 -21 -20 -5 -10 right_child=6 18 3 23 -6 -7 7 14 24 -11 11 12 -14 -15 15 -17 -18 -19 22 21 -22 -23 -24 -25 -26 leaf_value=0.0068582095747870588 0.017806245579258625 0.00021179476949628577 0.016143183388567434 -0.010433035526977396 0.025719989883134304 -0.02801758586053138 0.010115618593738237 -0.0024516121782217153 0.014008030897710955 -0.017907134678200428 0.004599550421966349 -0.016175345253795177 0.0091137470006354224 -0.023036684063621214 -0.0068814542252415047 0.020957484258775486 -0.008716988412188301 0.048215293399330068 -0.02383328701629343 0.0039069060123832376 0.022242431449342487 -0.0083977020596480243 0.00069697155463993566 0.013589163417080559 0.034856814485770313 leaf_weight=16.72021372243762 9.1881005484610778 244.84376154839993 7.0822938308119801 7.8614133447408703 8.6782095283269864 17.575031517073512 46.583917863667011 279.95616216305643 10.744699895381929 18.71872472576797 7.2573420070111743 41.701242797076702 32.98106574267149 46.422698944807053 7.8938186643645194 12.912579886615275 159.913314842619 13.490957416594027 10.061355426907541 64.797219589352608 21.141254849731922 112.74535739421844 9.9977373257279378 8.3228531926870328 11.669671356678007 leaf_count=139 116 1087 62 55 46 161 346 2174 62 124 49 198 172 362 120 258 1874 89 46 314 100 541 57 58 49 internal_value=-0.00165976 0.000594997 0.00896091 0.0229993 -0.00318317 -0.0111601 -0.00345124 -0.00204175 0.00833413 0.00185867 -0.00897927 -0.011058 -0.0049683 -0.0191931 -0.00404202 0.0103351 -0.00475532 0.0386664 -0.000849262 -0.000311774 0.00205833 -0.00388219 -0.0119171 0.00170146 0.0261013 internal_weight=1229.26 543.318 79.731 36.7575 42.9735 34.2952 685.943 548.393 87.717 65.3026 137.55 128.362 74.6823 53.68 460.676 20.8064 439.869 20.5733 463.587 443.528 265.985 177.543 20.0591 16.1843 22.4144 internal_count=8659 2755 610 264 346 300 5904 5007 581 470 897 781 370 411 4426 378 4048 151 2145 2042 1187 855 103 113 111 is_linear=0 shrinkage=0.05 Tree=189 num_leaves=11 num_cat=0 split_feature=7 7 2 1 1 1 7 1 1 7 split_gain=1.49976 2.83867 2.62982 1.87042 0.871475 2.12109 2.08793 4.54159 2.13151 2.03231 threshold=0.04080000000000001 0.07715000000000001 3.5000000000000004 7.9500000000000011 3.3500000000000001 3.4500000000000006 0.30675000000000002 0.75000000000000011 0.35000000000000003 0.86205000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 -2 6 -6 7 -3 -8 -7 right_child=1 4 -4 -5 5 9 8 -9 -10 -11 leaf_value=-0.010219861742334699 -0.035426827254293476 -0.016182843237449031 0.029232538205970889 0.00049603619846128673 -0.019867306190996966 -0.0011159063696040126 0.010009961021469178 0.014584670018766606 -0.0029686153622895234 -0.017752122362509313 leaf_weight=6.1395059088245025 9.0101369656622392 13.932143434882162 9.529837688431142 5.2131777079775921 15.04644028097391 848.5006121667102 36.193635545670986 59.61357969045639 208.31579622998834 17.827414222061634 leaf_count=153 115 63 141 84 82 6479 174 291 982 90 internal_value=-0.00108457 -0.00129191 0.0137887 -0.0227641 -0.00101437 -0.00182574 0.00121707 0.00855025 -0.000994142 -0.00148409 internal_weight=1229.32 1213.65 15.6693 14.2233 1199.43 881.374 318.055 73.5457 244.509 866.328 internal_count=8654 8360 294 199 8161 6651 1510 354 1156 6569 is_linear=0 shrinkage=0.05 Tree=190 num_leaves=22 num_cat=0 split_feature=7 5 3 7 7 7 7 1 4 7 1 5 1 1 6 3 1 4 1 3 4 split_gain=2.42479 2.58251 2.04759 3.728 2.61544 3.59247 2.19535 3.14531 2.10807 1.78515 2.00661 1.76146 5.69874 3.48699 1.73015 1.37305 1.83483 1.5294 0.956692 2.71941 0.802124 threshold=0.67075000000000007 5.5000000000000009 6.5000000000000009 0.61225000000000007 0.49950000000000006 0.45725000000000005 0.34210000000000007 0.8500000000000002 3.5000000000000004 0.70025000000000015 3.0500000000000003 6.5000000000000009 7.8500000000000005 9.4500000000000011 1.5000000000000002 1.5000000000000002 3.3500000000000001 4.5000000000000009 4.2500000000000009 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 left_child=2 9 6 4 5 -4 7 -1 -9 10 -2 13 -13 -8 -6 16 -11 -17 -3 -20 -21 right_child=1 18 3 -5 14 -7 11 8 -10 15 -12 12 -14 -15 -16 17 -18 -19 19 20 -22 leaf_value=-0.021425068736092512 0.0052001338364374636 -0.026640748521300606 0.0064265455295729529 0.044925050163121073 0.00070153491412512723 0.046384275115355623 0.0033071347479122215 0.0094819342924053369 -0.00189109448957096 0.0038176879406340855 -0.02240261020729644 0.0015396825566811943 0.044292990668831606 -0.020250049471343637 -0.033559623718617412 -0.0010036910885892639 -0.015637233251713158 0.013151883119345953 0.013708884569825034 -0.026430522512769134 -0.0033458849332443814 leaf_weight=17.877832777798176 9.471884950995447 12.438165798783301 73.079837035387754 5.7684609377756706 8.467912305146454 5.2259444631636134 502.61573857907206 45.369566392153502 332.43154657818377 25.517098933458328 17.019390314817429 28.34376628510654 9.9332003444433195 15.177929890342055 5.1228586174547663 38.448008246719837 21.097653768956661 35.50484655238688 8.0334601476788539 12.398296309635045 6.424040473997592 leaf_count=82 43 65 995 55 114 62 2923 231 2621 115 105 227 140 172 48 188 96 202 47 89 63 internal_value=0.0011166 -0.00411604 0.0020536 0.00892006 0.00614689 0.00970753 0.00133511 -0.0015008 -0.000490699 -0.000999768 -0.0125213 0.00336109 0.0136071 0.00256927 -0.013285 0.0015728 -0.00502601 0.0058105 -0.0153405 -0.00915879 -0.0193703 internal_weight=1235.77 186.353 1049.41 97.665 91.8966 78.3058 951.75 395.679 377.801 147.059 26.4913 556.071 38.277 517.794 13.5908 120.568 46.6148 73.9529 39.294 26.8558 18.8223 internal_count=8683 1013 7670 1274 1219 1057 6396 2934 2852 749 148 3462 367 3095 162 601 211 390 264 199 152 is_linear=0 shrinkage=0.05 Tree=191 num_leaves=15 num_cat=0 split_feature=3 1 1 0 5 1 0 4 0 1 0 5 1 0 split_gain=1.47729 7.93512 6.18337 1.81016 3.60031 2.9094 1.67676 1.88484 2.61681 4.62643 1.86776 1.02968 2.07324 1.65653 threshold=4.5000000000000009 1.4500000000000002 2.0500000000000003 496.50000000000006 5.5000000000000009 9.7500000000000018 498.50000000000006 6.5000000000000009 570.50000000000011 8.1500000000000004 480.50000000000006 5.5000000000000009 7.3500000000000005 536.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 -2 -3 5 -5 -4 10 11 9 -9 -1 13 -13 -8 right_child=1 2 3 4 -6 -7 7 8 -10 -11 -12 12 -14 -15 leaf_value=0.0028709122848197639 0.055012009216289993 -0.04524165361394699 0.024169142511051123 0.0050152626749144702 -0.0067759445755123694 -0.0041651283835853186 -0.01361080951027486 0.032881332865822011 -0.0068591365600411932 -0.014622585557012461 -0.033910432303183288 0.0044660661284040854 -0.0088094596992314301 -0.0021337884331032258 leaf_weight=5.2551705138757807 5.9931426122784606 6.0220980271697035 21.009781080298126 180.20767692662776 99.595350172370672 14.51394395995885 32.335117604583502 16.824842177331451 14.230982825160025 6.3515695855021468 7.3142013670876622 135.77515706419945 36.340862832963467 645.43376712501049 leaf_count=133 29 33 508 1367 972 370 326 140 75 75 169 839 343 3266 internal_value=-0.000561382 0.00230409 0.00113797 0.00217976 0.000791215 0.0126586 -0.00161071 -0.00133632 0.00948084 0.0195896 -0.0190856 -0.00182889 0.00159947 -0.00270795 internal_weight=1227.2 327.342 321.349 315.327 279.803 35.5237 899.862 887.292 37.4074 23.1764 12.5694 849.885 172.116 677.769 internal_count=8645 3279 3250 3217 2339 878 5366 5064 290 215 302 4774 1182 3592 is_linear=0 shrinkage=0.05 Tree=192 num_leaves=16 num_cat=0 split_feature=6 0 5 0 0 0 1 0 0 1 1 6 3 1 0 split_gain=1.11878 1.9883 3.59176 2.22015 1.71977 1.15901 2.45441 2.44981 1.71524 2.35246 1.52801 2.86299 2.25234 1.42739 1.29818 threshold=3.5000000000000004 604.50000000000011 4.5000000000000009 637.50000000000011 568.50000000000011 627.50000000000011 4.8500000000000005 644.50000000000011 623.50000000000011 0.35000000000000003 1.7500000000000002 1.5000000000000002 1.0000000180025095e-35 1.5500000000000003 625.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -3 -4 8 10 -8 9 -1 12 -12 -7 -11 -10 right_child=1 3 4 -5 -6 6 7 -9 14 13 11 -13 -14 -15 -16 leaf_value=-0.022036103447902654 -0.025267410407592807 0.026962549929728491 -0.0054498292244980493 0.0011733097408856035 0.022564753818122934 0.0059204304061016601 -0.026714076530810146 0 0.022990555638501716 0.013233029809200112 -0.0048350082671192295 0.011111241832645115 -0.013312540149932892 0.00063865514374732352 0.0016925093387156762 leaf_weight=10.242890030145643 10.04744563624263 17.722449868917465 9.1367496028542536 15.992054238915442 10.908288568258284 22.27074982970953 18.804285630583763 15.44311338663101 14.420336499810221 22.146862961351871 56.207178741693497 54.094309642910957 42.511231452226639 894.42534473445266 14.691265627741812 leaf_count=49 59 74 73 70 56 107 80 65 59 103 238 225 190 7132 61 internal_value=0.000685622 0.00708358 -0.00211229 0.01526 0.00990561 0.000325223 -0.00302955 -0.0150736 0.00106748 0.000679469 -0.000573042 0.00297003 -0.00663513 0.000962509 0.0128216 internal_weight=1229.06 63.807 30.0925 33.7145 20.045 1165.26 209.331 34.2474 955.927 926.815 175.083 110.301 64.782 916.572 29.1116 internal_count=8641 332 188 144 129 8309 905 145 7404 7284 760 463 297 7235 120 is_linear=0 shrinkage=0.05 Tree=193 num_leaves=12 num_cat=0 split_feature=7 3 1 3 5 7 1 7 7 3 7 split_gain=2.35512 1.72447 3.0229 1.69839 2.3743 3.35149 2.4645 1.73277 4.35426 3.94391 0.780423 threshold=0.021650000000000006 8.5000000000000018 6.3500000000000005 6.5000000000000009 6.5000000000000009 0.29675000000000007 6.7500000000000009 0.52765000000000006 0.50155000000000005 5.5000000000000009 0.30465000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 7 6 -6 -5 8 -2 -9 -4 right_child=1 2 10 4 5 -7 -8 9 -10 -11 -12 leaf_value=-0.024092915077369863 0.00024866636288533754 -0.037646378893528502 0.0086068381438265534 0.002224048209519317 0.018343598113940394 -0.029542650396832872 0.021901050314815464 -0.0016298471060174923 0.016426521261616461 -0.023296259084913427 -0.011262096034377549 leaf_weight=9.1964180525392276 686.37975369673222 7.2841195315122631 9.2557432837784308 35.49080521799624 5.0401545902714124 8.2746518086642009 29.223281795158982 358.00119759328663 43.331015592440963 21.399163995869458 8.4679804956540448 leaf_count=195 4750 102 162 270 92 109 344 1992 261 181 167 internal_value=-0.000162647 3.4498e-05 -0.0126972 0.000317368 0.00740083 -0.0110515 0.0113838 -0.000182685 0.00123733 -0.00292306 -0.000713522 internal_weight=1221.34 1212.15 25.0078 1187.14 78.0289 13.3148 64.7141 1109.11 729.711 379.4 17.7237 internal_count=8625 8430 431 7999 815 201 614 7184 5011 2173 329 is_linear=0 shrinkage=0.05 Tree=194 num_leaves=13 num_cat=0 split_feature=5 1 1 2 0 0 1 0 0 1 0 0 split_gain=1.18985 2.94373 2.56619 1.88837 2.25361 2.03555 1.02626 2.79546 1.97611 1.36073 1.05257 0.398533 threshold=2.5000000000000004 5.8500000000000005 0.95000000000000007 5.5000000000000009 611.50000000000011 643.50000000000011 0.15000000000000005 684.50000000000011 634.50000000000011 1.0500000000000003 466.50000000000006 627.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 -5 8 9 -2 11 -11 -8 right_child=6 -3 3 5 -6 -7 7 -9 -10 10 -12 -13 leaf_value=-0.022289105289200299 -0.0053483338063671365 -0.026269994371992858 -0.0027123771151570247 -0.016839193379256739 0.029265215179260756 0.0094760387432682013 -0.0036604341161501023 -0.02472552131674538 0.01978114444808898 -0.013561696552943481 0.00063331124904906957 -0.016004196226455849 leaf_weight=10.729245163500307 12.659655429422857 13.892371837049721 9.3676938042044657 14.831478811800482 11.071354568004606 12.590051084756849 14.856388773769142 10.39587865769863 17.237498164176941 12.19697392079979 1078.1159237558022 14.565191358327864 leaf_count=53 58 74 53 66 47 57 72 47 83 424 7592 62 internal_value=-0.000228689 -0.00640042 -0.0012434 0.00373185 0.014933 -0.00467285 0.000157814 -8.35233e-05 0.00914978 0.000162655 0.000457653 -0.0102608 internal_weight=1232.51 72.4822 58.5898 47.8606 20.439 27.4215 1160.03 1130.13 29.8972 1119.73 1090.31 29.4216 internal_count=8688 350 276 223 100 123 8338 8197 141 8150 8016 134 is_linear=0 shrinkage=0.05 Tree=195 num_leaves=22 num_cat=0 split_feature=7 3 4 3 3 7 7 2 7 7 7 7 7 7 5 6 7 4 7 4 7 split_gain=1.2922 3.49324 2.23207 3.66146 2.72041 2.5631 3.79614 2.54867 2.35086 2.22515 1.8048 1.52123 1.22044 1.12612 1.87234 1.82882 1.52849 2.88651 2.21402 0.990092 0.233522 threshold=0.30465000000000003 8.5000000000000018 5.5000000000000009 6.5000000000000009 3.5000000000000004 0.17130000000000004 0.04080000000000001 5.5000000000000009 0.28965000000000007 0.19405000000000003 0.23085000000000003 0.22575000000000003 0.10255000000000002 0.75675000000000014 5.5000000000000009 1.5000000000000002 0.67490000000000017 4.5000000000000009 0.6664500000000001 4.5000000000000009 0.82520000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 3 4 8 6 -4 9 -1 -7 -6 19 -8 16 15 -15 18 -18 -2 -5 -16 right_child=1 -3 5 11 10 7 12 -9 -10 -11 -12 -13 -14 14 20 -17 17 -19 -20 -21 -22 leaf_value=0.0053946505048177119 -0.00069770814560507054 -0.026947273446863824 0.014403891305938618 0.025190158005221137 -0.00859455544070091 0.025505995269477517 -0.033206976957965977 -0.020907076376585544 0.026961713033364643 0.0017718659163799451 0.0056997765873743672 0.040380954677810263 -0.012310132810260107 0.014639370539183334 -0.014594232435100489 -0.0004579493744585265 0.00072531201953750549 -0.018286924502034323 0.020516276486146446 0.00013032402598983959 -0.0024838516252152047 leaf_weight=130.58940991014242 642.69301006756723 11.604116770438848 9.8371539264917356 7.04570146650076 58.774604129604995 11.850778445601462 10.722449561581014 8.4044852033257467 13.327185519039629 45.874278944917023 33.746325213462114 8.1781410686671716 26.637214095331728 44.070978086441755 9.2803187314420956 34.915769442915916 44.53875956684351 34.388668479397893 11.532300923019646 8.5480295550078154 9.2281627394258958 leaf_count=749 4241 209 208 70 469 103 179 51 72 504 241 73 289 220 61 160 220 228 64 108 52 internal_value=0.00026545 -0.000815694 0.00271224 0.00526403 0.00330813 -0.00309798 -0.0118968 0.00319094 0.00759861 0.00708091 -0.00332214 0.0235969 -0.0191473 -0.000412662 0.00459844 0.00798086 -0.00109121 -0.00762091 -0.000285388 0.0125901 -0.00924924 internal_weight=1215.79 842.252 373.536 260.209 236.438 113.326 47.1968 66.1295 143.917 57.7251 92.5209 23.7719 37.3597 830.648 97.4952 78.9867 733.153 78.9274 654.225 15.5937 18.5085 internal_count=8571 5455 3116 1782 1531 1334 676 658 821 607 710 251 468 5246 493 380 4753 448 4305 178 113 is_linear=0 shrinkage=0.05 Tree=196 num_leaves=18 num_cat=0 split_feature=0 6 0 5 1 3 0 1 5 1 3 3 1 0 0 5 0 split_gain=1.25552 2.61508 2.74267 2.12761 4.99859 1.78172 1.74771 1.3686 1.19926 2.53879 3.32847 1.77313 2.93274 1.0708 1.00729 0.823279 0.242093 threshold=521.50000000000011 1.0000000180025095e-35 483.50000000000006 6.5000000000000009 8.0500000000000025 8.5000000000000018 475.50000000000006 10.15 6.5000000000000009 3.8500000000000001 5.5000000000000009 7.5000000000000009 6.3500000000000005 468.50000000000006 484.50000000000006 1.5000000000000002 541.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 13 4 -4 6 -3 8 11 -10 -11 15 -13 -1 -8 -2 -9 right_child=7 5 3 -5 -6 -7 14 16 9 10 -12 12 -14 -15 -16 -17 -18 leaf_value=0.0092813593009480264 -0.013304662727456019 -0.024302233990680985 0.048370295739869805 0.00070586928958993637 0.0014983729292403255 0.021077548182447621 0.018411467180974903 -0.021915320362720706 0.023262006782682455 0.0077141766917433411 -0.020939761937299729 -0.0033841840874515167 0.029668690938370684 -0.016132329729834888 -0.0028980110154356868 -0.00064546626555269792 -0.0069780292011344365 leaf_weight=7.1077365409582836 12.071061871945856 8.0237264139577729 13.563637081533672 9.0384422391653043 9.8119633439928275 7.0103400731459251 5.2547508599236599 6.547765225172042 15.772338699549435 41.857139132916927 12.256567288190125 13.363757163286211 11.685822270810602 7.3329895250499249 47.248432682827115 974.8701510950923 8.6494915634393674 leaf_count=247 59 206 208 156 177 156 112 69 86 315 115 114 108 156 702 5491 59 internal_value=0.000266255 0.00522939 0.0141794 0.0220786 0.0297694 -0.00102315 -0.00396513 -0.000250989 -3.03439e-05 0.00625196 0.000871257 -0.000474866 0.0123903 -0.00350888 -0.000367555 -0.000818669 -0.0146782 internal_weight=1211.47 114.392 46.8548 32.414 23.3756 67.5373 60.5269 1097.07 1081.88 69.886 54.1137 1011.99 25.0496 14.4407 52.5032 986.941 15.1973 internal_count=8536 2120 944 541 385 1176 1020 6416 6288 516 430 5772 222 403 814 5550 128 is_linear=0 shrinkage=0.05 Tree=197 num_leaves=12 num_cat=0 split_feature=0 0 1 1 1 5 1 0 0 1 7 split_gain=1.16211 2.28449 2.36223 1.82723 2.46738 4.55357 2.4697 1.04292 1.04197 0.794477 1.61187 threshold=477.50000000000006 494.50000000000006 9.2500000000000018 11.050000000000002 8.1500000000000004 4.5000000000000009 7.3500000000000005 473.50000000000006 484.50000000000006 11.050000000000002 0.19615000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 8 4 6 -6 -3 9 -2 10 -1 right_child=1 3 -4 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=0.014821902312945522 0.012429628759389468 -0.0002892519560746219 -0.038990579031288025 -0.02279150920878634 0.021770639671910653 6.0987280677232052e-06 -0.0093030418112500773 0.028606509193361863 -0.014840572290721256 0.018338810408151312 -0.018724124012515494 leaf_weight=5.6345048602670484 5.087686365470292 986.4150420781225 6.8219899618998161 8.0615053921937925 33.970280196517706 78.310162637382746 81.485053367912769 5.0341471005231133 7.0928354673087597 5.325812072493135 6.6904678139835596 leaf_count=160 118 5725 167 102 245 789 714 88 167 165 209 internal_value=-0.000486743 -0.000705245 -0.0174687 -0.000418493 -0.00024227 0.00676912 -0.000989778 0.0104692 -0.00299189 0.00377178 -0.00305151 internal_weight=1229.93 1207.24 19.0025 1188.24 1180.18 112.28 1067.9 22.6849 12.1805 17.6508 12.325 internal_count=8649 8027 452 7575 7473 1034 6439 622 285 534 369 is_linear=0 shrinkage=0.05 Tree=198 num_leaves=17 num_cat=0 split_feature=7 1 5 6 1 1 7 6 1 1 4 7 7 3 1 1 split_gain=1.7938 1.23279 1.16769 2.52036 7.72458 2.69079 3.21244 2.05529 2.14469 3.52447 1.74471 1.39781 1.3478 4.08471 1.53873 1.13651 threshold=0.04080000000000001 8.0500000000000025 4.5000000000000009 1.5000000000000002 2.6500000000000008 0.65000000000000002 0.57355000000000012 1.5000000000000002 1.5500000000000003 2.3500000000000001 5.5000000000000009 0.48285000000000006 0.20535000000000003 2.5000000000000004 5.7500000000000009 0.45000000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 7 5 11 -4 -7 8 15 -10 -6 -5 13 -9 -14 -2 right_child=2 -3 3 4 10 6 -8 12 9 -11 -12 -13 14 -15 -16 -17 leaf_value=0 0 0.026781887346801897 0.022398420107348615 -0.026037369189463096 0.0051289804042005602 -0.00027668830190126227 -0.011088799083115261 -0.042767210158943532 -0.020168754304515101 5.0292216832464323e-05 0.015606623525408642 -0.0036831307506002228 -0.0025282978058785029 0.0013740644618716546 -0.012027907666187833 0.018230798555304014 leaf_weight=8.0181711036711949 14.117614731192587 8.7904641721397621 9.9628142490982992 19.646167334169153 147.44909340701997 311.89541369304061 87.502360545098782 8.4542603716254252 22.411240592598915 265.50628113839775 55.754112990573049 12.00188275426626 168.09896559454501 11.15638737939298 57.487358544021845 21.54841685295105 leaf_count=132 69 186 47 97 940 2960 654 40 105 1584 507 54 786 76 342 95 internal_value=-0.000861393 0.014875 -0.00109565 0.00035533 0.00448025 -0.00200411 -0.00267973 -0.00274557 -0.000110073 -0.00157059 0.00809063 -0.0180856 -0.00618871 -0.0185646 -0.0050136 0.011265 internal_weight=1229.8 16.8086 1212.99 644.212 234.851 409.361 399.398 568.781 323.584 287.918 203.203 31.6481 245.197 19.6106 225.586 35.666 internal_count=8674 318 8356 5259 1598 3661 3614 3097 1853 1689 1447 151 1244 116 1128 164 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=18 num_cat=0 split_feature=1 7 0 0 4 3 1 3 0 0 1 7 5 7 1 0 0 split_gain=1.61227 2.21305 1.52552 5.25128 1.9318 2.04921 1.42366 1.41559 3.70731 2.12514 2.07016 2.09597 3.70182 2.23495 1.38395 1.77148 0.0980569 threshold=5.7500000000000009 0.10625000000000001 622.50000000000011 625.50000000000011 2.5000000000000004 1.5000000000000002 4.4500000000000011 7.5000000000000009 496.50000000000006 473.50000000000006 11.450000000000001 0.11900000000000001 6.5000000000000009 0.33785000000000004 9.2500000000000018 522.50000000000011 556.50000000000011 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 -3 -6 -5 10 9 -9 11 12 -2 -13 15 -10 -1 right_child=7 2 3 6 5 -7 -8 8 14 -11 -12 13 -14 -15 -16 -17 -18 leaf_value=-0.011356620286312196 0.022756799853082616 -0.02366915015886259 0.02663654786919278 0.0020889836061901553 -0.0087059860216817577 -6.8966742590869455e-05 -0.0094204850442724686 -0.0056496385682792451 -0.044818477284111181 0.031154738072940148 -0.021423727268130018 -0.0018486321181317 -0.014784084436659423 0.0057953479209165298 0.003960234004004839 -0.011719407667347019 -0.028405542980304396 leaf_weight=5.002640297636388 30.82720335200429 9.2126095667481405 20.027782991528511 190.89971556514502 82.954734824597836 384.08871716633439 30.196629032492638 6.6415899302810413 5.7133190948516193 7.217770067974925 7.0433989576995364 148.00093918479979 7.3600796377286306 263.1369453240186 5.4532882645726195 14.654414676129816 5.6241843365132809 leaf_count=84 335 45 82 827 423 2338 128 199 109 143 174 1321 125 2049 55 142 46 internal_value=0.000664724 -0.00082774 -0.000469244 0.00275518 -0.00211457 -0.00162905 0.000459206 0.0028624 -0.00604553 0.0139878 0.00365938 0.00411038 0.0152011 0.00303374 -0.0171054 -0.0229009 -0.0224768 internal_weight=1224.06 728.007 717.38 241.124 476.256 467.043 221.096 496.049 39.6804 13.8594 456.369 449.325 38.1873 411.138 25.821 20.3677 10.6268 internal_count=8625 3973 3843 1037 2806 2761 955 4652 648 342 4004 3830 460 3370 306 251 130 is_linear=0 shrinkage=0.05 Tree=200 num_leaves=9 num_cat=0 split_feature=0 0 4 0 4 0 3 1 split_gain=3.30826 1.55987 2.25066 1.62033 0.74428 1.47682 1.05784 0.578693 threshold=701.50000000000011 665.50000000000011 3.5000000000000004 661.50000000000011 4.5000000000000009 644.50000000000011 6.5000000000000009 1.9500000000000002 decision_type=2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 -1 -6 -4 right_child=-2 2 7 -5 6 -7 -8 -9 leaf_value=0.00045641858378499332 0.027583732505213635 0.0023762232405529363 -0.028191827073145964 0.02067154935656618 -0.001958486284630954 0.0096805925655943752 0.0040788367004734871 -0.010014609363558323 leaf_weight=457.61044495273381 9.7523928210139257 20.164060682058334 11.209081515669824 8.4683611094951612 579.65986880939454 47.144760727882385 81.537001449614763 11.312067463994024 leaf_count=2546 55 95 54 38 4443 194 1143 53 internal_value=-2.44823e-05 -0.000272269 -0.00955029 6.85324e-05 -9.44094e-05 0.00134529 -0.00120139 -0.0200882 internal_weight=1226.86 1217.11 42.6852 1174.42 1165.95 504.755 661.197 22.5211 internal_count=8621 8566 202 8364 8326 2740 5586 107 is_linear=0 shrinkage=0.05 Tree=201 num_leaves=15 num_cat=0 split_feature=7 7 4 7 7 0 2 0 0 0 6 0 2 0 split_gain=1.40711 0.934298 1.09726 0.999833 2.4227 2.27434 0.99962 0.880725 3.85984 2.90633 1.94785 2.39942 0.461069 0.444627 threshold=0.77120000000000011 0.73205000000000009 2.5000000000000004 0.15775000000000003 0.20205000000000004 594.50000000000011 5.5000000000000009 619.50000000000011 603.50000000000011 647.50000000000011 1.0000000180025095e-35 576.50000000000011 4.5000000000000009 634.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 13 5 -5 -4 12 8 10 -9 -2 -12 -3 -1 right_child=7 6 3 4 -6 -7 -8 9 -10 -11 11 -13 -14 -15 leaf_value=0.0017961414917352691 -0.017540337705098601 -0.0047012667712958449 -0.0027075504434125141 0.0082338828849651217 -0.0012372977223759909 -0.024030710878256884 0.0015426037800605004 -0.012633040648716513 0.032909176112679829 0.015159589343545072 0.021020571962065675 -0.0065408865847672998 -0.021703839801495029 0.014970673244034683 leaf_weight=13.570999652147295 9.0060682445764524 7.8740437105298051 100.7837377730757 71.973457140848041 892.71594118420035 13.495692223310469 12.39199101179838 20.462592855095863 12.324371248483656 15.729865983128546 15.358814407140018 14.181346371769903 12.406631752848625 13.773639552295206 leaf_count=66 60 62 1178 514 6166 63 57 84 51 74 96 72 70 62 internal_value=-0.000573344 -0.00104699 -0.000791575 -0.0010499 -0.0005177 -0.00545567 -0.00926675 0.00550783 0.00968866 -0.000336625 0.0014935 0.0078445 -0.0158686 0.00890267 internal_weight=1226.05 1138.99 1106.31 1078.97 964.689 114.279 32.6727 87.0631 50.8706 36.1925 38.5462 29.5402 20.2807 27.3446 internal_count=8675 8238 8049 7921 6680 1241 189 437 279 158 228 168 132 128 is_linear=0 shrinkage=0.05 Tree=202 num_leaves=26 num_cat=0 split_feature=4 2 5 1 4 1 1 0 0 4 6 0 1 1 0 0 1 0 1 1 0 1 0 0 1 split_gain=1.77832 2.1278 2.92889 2.70664 2.43836 3.87936 2.34948 2.26416 2.2573 1.93718 3.97048 2.68029 1.92867 3.43831 5.81336 1.97696 4.61115 1.73865 1.63912 1.1882 0.894403 0.866707 0.547045 1.88238 0.772768 threshold=3.5000000000000004 5.5000000000000009 3.5000000000000004 0.55000000000000016 5.5000000000000009 6.2500000000000009 3.3500000000000001 594.50000000000011 558.50000000000011 4.5000000000000009 1.5000000000000002 570.50000000000011 3.6500000000000008 5.4500000000000011 606.50000000000011 615.50000000000011 6.6500000000000012 605.50000000000011 5.3500000000000005 4.3500000000000005 580.50000000000011 2.9500000000000006 638.50000000000011 620.50000000000011 0.35000000000000003 decision_type=2 2 2 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 7 -4 9 6 -6 8 -2 10 -3 -11 21 14 20 16 -15 -9 -5 -16 -14 22 23 -1 -24 right_child=1 4 3 18 5 -7 -8 17 -10 11 -12 -13 13 15 19 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 leaf_value=0.0012629971602800363 -0.013491782403358597 0.0032183301512943604 0.026945026933703722 0.0056441367400000015 -0.0064514933702989555 0.0095530408960195021 -0.035170046733623977 -0.028147755305944197 0.0076030655680317891 -0.016362202296579777 -0.014847603848101687 0.007525016052038716 -0.011937497117960305 0.035347827572728606 -0.0044291889442836397 -0.005051600478482206 0 -0.0073059671900536612 0.00049078315876663412 0.014483293702633723 -0.034946897084900584 0.020038934889396558 0.013970048279286329 0.026024513470197172 -0.0013304819555720543 leaf_weight=17.304591640830044 17.258983202278614 61.770513191819191 10.636721074581144 256.70644577592611 13.285088859498503 11.439133804291485 17.422491531819105 13.457277044653891 40.282013282179832 12.67951003089547 57.714544840157032 79.901752337813377 9.3289101794362086 16.235353734344244 13.842051073908808 14.128146663308142 20.039474856108427 39.97799688577652 391.09169369377196 17.515691339969635 13.195961736142634 20.719517387449741 10.879788406193255 13.646076664328573 25.01825886964798 leaf_count=83 173 290 48 1594 61 75 103 67 231 97 267 378 65 93 58 59 138 172 4096 75 70 92 58 56 109 internal_value=0.00123626 0.000400802 0.0017156 0.00298819 -0.00355014 -0.0143985 -0.0234985 -0.00574943 0.00106803 -0.00131318 -0.00551732 0.00406022 0.00564266 0.000972139 -0.0076887 0.0102976 0.016385 -0.0130673 0.00254619 0.00610147 -0.0265424 0.0110746 0.00796802 0.0128096 0.00342415 internal_weight=1215.48 1023.62 769.411 658.435 254.213 42.1467 30.7076 110.976 57.541 212.066 119.485 92.5813 191.854 104.286 53.8826 50.403 36.2748 53.4353 647.798 31.3577 22.5249 87.5682 66.8487 30.9507 35.898 internal_count=8608 7652 6381 5738 1271 239 164 643 404 1032 557 475 956 558 268 290 231 239 5690 133 135 398 306 139 167 is_linear=0 shrinkage=0.05 Tree=203 num_leaves=12 num_cat=0 split_feature=0 0 0 0 0 0 4 0 1 2 0 split_gain=1.23598 1.51144 1.73038 1.33046 2.1626 1.22295 1.47971 1.12947 1.28968 1.06722 0.0781971 threshold=622.50000000000011 626.50000000000011 629.50000000000011 456.50000000000006 468.50000000000006 633.50000000000011 2.5000000000000004 618.50000000000011 11.450000000000001 5.5000000000000009 620.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=3 9 -3 -1 -5 -4 -7 8 -6 -2 -9 right_child=1 2 5 4 7 6 -8 10 -10 -11 -12 leaf_value=-0.022741565156798163 0.0028351388243563641 -0.012268054372267512 0.013570170836270058 0.024063828645305426 -0.0008593497836596087 0.013648255936766189 -0.00036450455101359074 -0.006695164641450875 -0.021309366758138791 0.021721432640603951 -0.013670270427531059 leaf_weight=6.2167290607467285 15.661678746342661 20.802002787590027 21.435615852475166 7.4147375524044028 907.55249329190701 20.121186949312687 168.97152674943209 16.063988491892815 6.8034644108265629 15.402759969234465 15.30442549288273 leaf_count=277 65 86 89 171 6787 92 732 67 129 63 65 internal_value=-0.000477598 0.00255065 0.00111177 -0.00131286 -0.00114417 0.0025092 0.00116423 -0.00137229 -0.00104009 0.0127409 -0.0105699 internal_weight=1221.75 262.395 231.33 959.356 953.139 210.528 189.093 945.724 914.356 31.0644 31.3684 internal_count=8623 1127 999 7496 7219 913 824 7048 6916 128 132 is_linear=0 shrinkage=0.05 Tree=204 num_leaves=19 num_cat=0 split_feature=5 7 7 0 3 7 3 7 7 7 0 7 0 0 4 7 0 0 split_gain=1.15182 2.66895 4.85924 2.93259 2.98449 1.65307 1.3784 2.13034 3.83488 1.48842 1.06926 1.67892 2.16296 2.07617 1.49138 2.94252 2.49295 0.946563 threshold=6.5000000000000009 0.066400000000000015 0.14865000000000003 476.50000000000006 6.5000000000000009 0.11405000000000001 6.5000000000000009 0.63100000000000012 0.49950000000000006 0.45265000000000005 535.50000000000011 0.15295000000000003 568.50000000000011 541.50000000000011 5.5000000000000009 0.34935000000000005 530.50000000000011 545.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 -2 5 -4 -5 -3 10 8 9 -8 14 12 -12 -13 16 -16 -1 -10 right_child=1 2 3 4 -6 -7 7 -9 17 -11 11 13 -14 -15 15 -17 -18 -19 leaf_value=0.0066766388843430072 -0.036578592438481911 0.0025386968845729999 0.018681412185628712 -0.0060823098054459679 -0.032455911101019107 0.039742723284596521 0.0049224473200863263 0.025845994971945535 -0.036801671475938658 0.029173438638595263 0.0025022086055791985 0.015527114686191565 -0.017657716136348613 0.00024386100098697794 0.0002540932050100449 -0.023089323138866524 -0.01838030732378276 -0.0068538329841050308 leaf_weight=40.912002371624112 5.4492083387449375 5.5525116343051177 8.6919827517122012 70.388173802755773 12.038726527243851 6.8311687055975199 57.738019808195531 10.904859707690774 5.0990871619433147 6.3848363226279607 23.351687703281641 21.846008263528347 28.178948901593685 853.13247233629227 27.091930118855089 25.067457150667906 11.98917607590556 6.5619309283792973 leaf_count=499 133 88 213 632 169 71 694 87 84 66 178 183 153 4482 426 349 111 48 internal_value=-0.00038537 -0.00526926 -0.00323879 -0.00734191 -0.0103371 0.0248711 9.02829e-05 0.00611235 0.00290805 0.00782484 -0.000416373 0.00012261 -0.00855312 0.000648443 -0.00517304 -0.0110938 0.000669489 -0.0222166 internal_weight=1227.21 108.952 103.503 91.1189 82.4269 12.3837 1118.26 86.6887 75.7839 64.1229 1031.57 926.509 51.5306 874.978 105.061 52.1594 52.9012 11.661 internal_count=8666 1306 1173 1014 801 159 7360 979 892 760 6381 4996 331 4665 1385 775 610 132 is_linear=0 shrinkage=0.05 Tree=205 num_leaves=23 num_cat=0 split_feature=3 5 5 1 2 1 6 6 1 1 2 1 3 1 5 2 3 1 5 1 3 1 split_gain=1.32714 2.62984 2.79415 2.03165 3.93367 3.04195 1.41635 1.23863 1.05021 3.86188 2.88921 1.86467 2.15135 1.56952 3.04046 2.49117 1.71765 6.22541 3.01828 1.25741 0.684844 0.44961 threshold=6.5000000000000009 6.5000000000000009 7.5000000000000009 6.7500000000000009 5.5000000000000009 7.3500000000000005 1.5000000000000002 1.0000000180025095e-35 4.7500000000000009 4.5500000000000007 4.5000000000000009 4.1500000000000012 1.5000000000000002 5.7500000000000009 6.5000000000000009 3.5000000000000004 5.5000000000000009 6.1500000000000012 2.5000000000000004 3.9500000000000006 7.5000000000000009 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 left_child=8 3 20 4 7 -5 -7 -2 9 11 -11 19 -13 14 15 -10 18 -18 -15 -1 -3 -12 right_child=1 2 -4 5 -6 6 -8 -9 13 10 21 12 -14 16 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=0.00087088128138971405 -0.018184015349162929 -0.032067753280025708 0.016934183626118683 0.043242707496459649 0.036157710444964415 0.015838443097921442 -0.006454000593912948 0.0012422423335775477 0.017929957893791364 0.037683609007314878 0 -0.020845007668299432 -0.0014251292818665551 -0.022326254690493316 -0.029933655873325828 -0.0055704924937182631 0.032068889481618693 -0.016002587702718778 0.0021078079563125744 0.011077030919406526 -0.0085491009340893914 0.013564305103425081 leaf_weight=403.10090435668826 10.349053971469401 6.8997256234288242 5.9376408904790869 8.1730328528210503 6.1129508689045897 25.257675503380597 8.7733767535537464 27.797274250537157 11.211270069703458 10.963144235312937 12.268363654613495 19.331634521484375 50.503896679729223 12.072650417685507 11.044392952695487 139.49390674382448 6.9700081702321759 42.2389298947528 363.84045545570552 31.82876599021256 8.0020705265924317 11.081828624010086 leaf_count=1941 111 103 116 87 38 394 106 238 83 70 67 90 294 65 96 843 54 522 2960 170 160 62 internal_value=0.000467982 0.00575476 -0.00974397 0.00961614 0.0019132 0.0173472 0.00992843 -0.00423024 -3.60695e-05 0.00155117 0.01754 0.000421849 -0.00708984 -0.00150271 -0.0056787 -0.00368262 8.40248e-05 -0.00859101 0.00125268 0.00165295 -0.0210848 0.00671786 internal_weight=1233.25 107.303 20.8394 86.4634 44.2593 42.2041 34.0311 38.1463 1125.95 539.079 34.3133 504.765 69.8355 586.872 161.75 150.705 425.122 49.2089 375.913 434.93 14.9018 23.3502 internal_count=8670 1353 379 974 387 587 500 349 7317 2694 199 2495 384 4623 1022 926 3601 576 3025 2111 263 129 is_linear=0 shrinkage=0.05 Tree=206 num_leaves=10 num_cat=0 split_feature=7 0 0 1 0 7 7 1 7 split_gain=2.36589 1.53182 1.25545 2.46576 2.71939 1.44054 3.36589 1.08711 0.0479157 threshold=0.021650000000000006 462.50000000000006 667.50000000000011 1.3500000000000003 640.50000000000011 0.50155000000000005 0.6453000000000001 1.5500000000000003 0.41365000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 8 -7 -5 -4 right_child=1 2 5 7 -6 6 -8 -9 -10 leaf_value=-0.024203925628990982 -0.021410012893271848 -0.0019395095184379643 7.893797936525165e-05 0.015581194996895878 -0.022348113492348512 0.034010222040123675 -0.00066187504952593536 3.3241297260711369e-05 -0.0042232446852643836 leaf_weight=9.368082379922269 7.4624095093458882 46.532442279160023 10.639669701457025 10.368934184312819 24.860615104436874 11.883147619664671 14.644325368106363 1083.074799887836 9.902561277151106 leaf_count=203 291 210 51 45 105 61 73 7555 49 internal_value=-0.000415859 -0.000209322 -5.71101e-05 -0.00038766 -0.00932583 0.0078569 0.0153594 0.00019935 -0.00186264 internal_weight=1228.74 1219.37 1211.91 1164.84 71.3931 47.0697 26.5275 1093.44 20.5422 internal_count=8643 8440 8149 7915 315 234 134 7600 100 is_linear=0 shrinkage=0.05 Tree=207 num_leaves=17 num_cat=0 split_feature=7 1 1 7 5 1 1 7 1 3 7 6 5 7 1 1 split_gain=2.07912 5.84376 4.40669 1.96612 1.94723 2.43741 1.66446 1.16066 2.3244 5.10549 1.47424 2.03895 1.40381 0.882969 0.858572 0.407737 threshold=0.67075000000000007 2.9500000000000006 4.1500000000000012 0.6664500000000001 3.5000000000000004 4.7500000000000009 0.95000000000000007 0.07715000000000001 8.0500000000000025 5.5000000000000009 0.11900000000000001 1.5000000000000002 5.5000000000000009 0.61225000000000007 1.9500000000000002 3.7500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 6 15 7 -4 -6 -2 8 12 -10 11 -9 -1 -12 -8 -3 right_child=1 2 4 -5 5 -7 14 10 9 -11 13 -13 -14 -15 -16 -17 leaf_value=-0.031970310900565922 -0.002789432005413118 -0.019977852906650589 0.0079906293748633114 0.026005541386410255 0.010527406820261704 -0.012657928415974377 0.025245727196306401 0.020438592871692026 0.032912916473961135 -0.02440190910154811 0.00039848264572519209 -0.0070513188067675052 -0.0027895547525754153 0.0060023558212464346 0.0082067026586025629 -0.036138648572890154 leaf_weight=9.685865951702004 17.904577925801277 20.74088555388153 21.303988575935364 6.8750224336981764 12.668706998229025 64.687291254289448 13.518424063920973 20.606437873095278 7.3918055770918709 6.2115545738488436 884.16932130325586 8.8713873354718071 7.7065352518111458 75.701930140145123 20.862491711974144 10.428750377148388 leaf_count=128 85 99 101 36 64 435 59 214 113 153 6260 74 125 437 97 53 internal_value=0.000215418 -0.00468824 -0.01037 0.00109336 -0.0050105 -0.00871113 0.00925607 0.000895311 -0.00846033 0.00652063 0.00120171 0.0120415 -0.0201669 0.000851432 0.0155719 -0.0264957 internal_weight=1209.33 182.115 129.83 1027.22 98.66 77.356 52.2855 1020.34 30.9958 13.6034 989.349 29.4778 17.3924 959.871 34.3809 31.1696 internal_count=8533 993 752 7540 600 499 241 7504 519 266 6985 288 253 6697 156 152 is_linear=0 shrinkage=0.05 Tree=208 num_leaves=14 num_cat=0 split_feature=1 3 0 1 7 1 0 6 3 0 1 0 7 split_gain=1.24473 2.84301 2.15404 1.79344 2.80036 2.72183 1.74079 1.94384 1.31821 4.59888 2.18171 0.900978 0.829382 threshold=9.4500000000000011 7.5000000000000009 567.50000000000011 9.2500000000000018 0.34755000000000008 9.0500000000000025 477.50000000000006 1.0000000180025095e-35 7.5000000000000009 558.50000000000011 7.6500000000000012 527.50000000000011 0.26485000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 5 -5 8 -2 -8 10 -10 -1 -7 -3 right_child=1 12 -4 4 -6 11 7 -9 9 -11 -12 -13 -14 leaf_value=0.0013115406102706612 0.0054476218505701843 0 0.013535227015730284 -0.0046717729738728385 0.038558642057196384 -0.0033076887671607321 -0.035469082686727264 -0.010075002961549659 -0.01972592307801764 0.015353343568628997 0.0089789738914086131 -0.032498171442028559 0.026357785563753941 leaf_weight=998.54768501687795 7.5593553930521002 5.4461615635082108 6.6940928325057021 6.2097323220223171 7.1893795542418957 5.0553992427885515 12.165139483287929 22.447802878916264 25.07382891420275 13.520940460264681 101.77330756792799 6.6522747986018658 6.350203831680119 leaf_count=5911 216 115 34 62 60 80 186 284 434 88 1011 52 114 internal_value=0.00130565 -0.00560172 -0.0109778 0.00167442 0.0192435 0.00144895 -0.015208 -0.0198858 0.00170834 -0.00723291 0.00203278 -0.0215393 0.0153954 internal_weight=1224.69 60.6628 48.8664 1164.02 13.3991 1150.62 42.1723 34.6129 1138.92 38.5948 1100.32 11.7077 11.7964 internal_count=8647 949 720 7698 122 7576 686 470 7444 522 6922 132 229 is_linear=0 shrinkage=0.05 Tree=209 num_leaves=9 num_cat=0 split_feature=1 6 1 1 6 2 1 1 split_gain=1.63153 2.3111 1.21757 2.85124 1.189 0.98695 4.18805 1.83443 threshold=0.15000000000000005 1.5000000000000002 11.250000000000002 10.850000000000003 1.0000000180025095e-35 3.5000000000000004 5.9500000000000011 9.6500000000000004 decision_type=2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -4 6 -2 -7 right_child=2 -3 4 -5 -6 7 -8 -9 leaf_value=0.023371423732917229 0.0071508433803205334 -0.0011782593193073241 0.0012908101593222786 0.026779009844864837 -0.028048830761590988 -4.7938599004604138e-05 -0.012474652924481668 -0.013814124864864755 leaf_weight=16.079837709665298 41.929804678075016 20.823393426835537 5.3688463279977423 8.3993885647505504 7.023761760443449 1037.237660842482 72.634573640301824 23.79881245456636 leaf_count=80 318 99 136 103 153 6474 1084 275 internal_value=-0.000482534 0.00972124 -0.000809306 -0.000634785 -0.0158174 -0.000857493 -0.00524886 -0.000374136 internal_weight=1233.3 36.9032 1196.39 1184 12.3926 1175.6 114.564 1061.04 internal_count=8722 179 8543 8254 289 8151 1402 6749 is_linear=0 shrinkage=0.05 Tree=210 num_leaves=23 num_cat=0 split_feature=2 1 1 1 0 0 0 1 0 3 1 0 3 0 1 0 0 1 6 3 0 6 split_gain=1.30834 1.42781 2.10166 4.52946 2.56356 3.39076 3.32628 1.35694 3.20967 3.55833 2.60752 2.45201 2.06184 2.04661 1.8388 1.60516 1.28378 1.27064 2.81938 2.19041 1.14007 1.03144 threshold=3.5000000000000004 1.9500000000000002 3.3500000000000001 3.4500000000000006 623.50000000000011 648.50000000000011 569.50000000000011 5.7500000000000009 547.50000000000011 3.5000000000000004 8.5500000000000025 573.50000000000011 8.5000000000000018 518.50000000000011 4.3500000000000005 543.50000000000011 494.50000000000006 1.6500000000000001 1.5000000000000002 1.0000000180025095e-35 614.50000000000011 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 17 4 -4 6 -6 -3 8 14 -10 11 15 13 -12 -1 -9 -5 18 19 -2 -20 -19 right_child=1 2 3 16 5 -7 -8 10 9 -11 12 -13 -14 -15 -16 -17 -18 21 20 -21 -22 -23 leaf_value=-0.034472078695306989 0.024427865709131913 0.020732758008740356 -0.027279553313163708 -0.011666332744126408 0.024496715909541951 0.00091107648309617518 -0.0018351564644969295 -0.016468169769928168 -0.0028250651711437666 0.034596412506283182 -0.012741946792635298 -0.045031738334907097 0.027829665348063571 0.012635730194431642 0.00072008345023877156 0.0030104880738954939 0.0017008072812871936 -0.024416438157996781 -0.022069257232427735 0.0010750526887071566 -0.0048284315365727014 -0.0035195184585078893 leaf_weight=5.5679923072457296 12.277686782181261 18.870175831019878 13.027536567300556 17.329679359216243 36.858438163995743 26.396681398153305 89.517844699323177 31.893799937330186 12.961079217493536 10.814756184816359 18.962662241421643 5.0634005814790717 5.7006766758859149 12.113257836550472 7.8286082949489355 14.60380659624934 754.08343178592622 10.919396612793209 12.472163967788218 43.734256628900766 40.659646160900593 13.812303707003592 leaf_count=51 60 135 70 405 151 117 423 545 68 59 446 30 128 106 101 109 5021 53 62 200 181 62 internal_value=0.000728386 0.00128948 0.00197053 0.000862887 0.00696939 0.0148995 0.00220179 -0.00407643 0.00377896 0.0147041 -0.00744324 -0.0146072 0.00258917 -0.00260842 -0.0149379 -0.0103105 0.00137933 -0.0035158 -0.00109887 0.00662032 -0.00930084 -0.0135304 internal_weight=1215.47 1089.96 956.084 784.441 171.643 63.2551 108.388 125.51 37.1724 23.7758 88.3376 51.561 36.7766 31.0759 13.3966 46.4976 771.413 133.875 109.144 56.0119 53.1318 24.7317 internal_count=8583 6940 6322 5496 826 268 558 1643 279 127 1364 684 680 552 152 654 5426 618 503 260 243 115 is_linear=0 shrinkage=0.05 Tree=211 num_leaves=22 num_cat=0 split_feature=0 4 0 7 7 7 7 7 2 3 7 7 7 0 0 7 0 6 0 6 7 split_gain=1.7641 2.05497 2.1963 2.86748 2.14798 1.99613 3.68396 1.90196 3.26558 2.01055 1.76058 3.3793 3.01959 2.44703 2.92104 2.13249 2.02208 1.70825 2.56022 1.36586 1.20391 threshold=573.50000000000011 3.5000000000000004 591.50000000000011 0.39425000000000004 0.13060000000000002 0.27735000000000004 0.33070000000000005 0.7440500000000001 5.5000000000000009 1.0000000180025095e-35 0.53475000000000017 0.52115000000000011 0.61570000000000014 562.50000000000011 556.50000000000011 0.59810000000000008 547.50000000000011 1.0000000180025095e-35 533.50000000000011 1.5000000000000002 0.16130000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 -2 -3 -4 -7 9 -9 -6 11 13 15 14 -1 16 -12 18 -14 -19 -15 right_child=1 4 5 -5 7 6 -8 8 -10 -11 12 -13 17 20 -16 -17 -18 19 -20 -21 -22 leaf_value=0.0018140318314148103 -0.0022294616469290206 0.018198814842747216 -0.020198715128474185 -0.040442129019314862 0.0093538731005563692 0.021075192265471873 -0.0058805944063560619 0 -0.023109317769916267 -0.001634015593117956 0.0031259481777302679 0.031585261421110088 0.013526499754128394 0.024008257140077226 -0.013779736954854445 -0.037720563724695753 -0.020824511254225915 0.014051685492851993 -0.021880485944555005 -0.0017204523658422809 0.0069323138757433587 leaf_weight=257.01640222594142 9.6507240533828753 12.925681404769419 18.562518820166588 9.9557362943887693 44.869004338979721 13.195608511567114 114.89549454301596 36.396995343267918 25.72882317751646 444.2492216899991 16.943217121064663 9.0292760599404556 6.7748546265065697 12.251310892403124 32.987240985035896 7.4391769813373676 16.240936439484358 28.030470369383693 13.858958344906567 24.718664417043328 63.767405789345503 leaf_count=3232 50 69 81 59 206 58 510 173 115 2177 240 92 77 78 263 89 131 222 112 176 388 internal_value=-0.00106873 -0.0026256 -0.00749919 -0.0228966 -0.00116978 -0.00526568 -0.0029232 -0.00166512 -0.00983849 -0.000598817 0.00124694 0.00290817 -0.00415239 0.00210299 0 -0.0149261 -0.00871587 0.00186501 -0.00993605 0.00667321 0.0100252 internal_weight=1219.49 730.43 166.26 19.6065 564.17 146.654 128.091 551.244 62.1258 489.118 489.058 375.052 114.006 366.022 290.004 40.6233 33.1842 73.3829 20.6338 52.7491 76.0187 internal_count=8598 3498 758 109 2740 649 568 2671 288 2383 5100 4053 1047 3961 3495 460 371 587 189 398 466 is_linear=0 shrinkage=0.05 Tree=212 num_leaves=7 num_cat=0 split_feature=7 2 2 0 0 0 split_gain=2.27924 3.77106 1.06411 1.42747 1.20251 4.11656 threshold=0.86205000000000009 5.5000000000000009 7.5000000000000009 694.50000000000011 674.50000000000011 665.50000000000011 decision_type=2 2 2 2 2 2 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0013743585373593322 0.0023228172429857262 -0.030912485243013793 0.018614064332761384 -0.016462599753974499 0.013438766343206615 -0.024186517209155149 leaf_weight=1145.7978520030156 19.251225091516972 13.810661867260931 7.7412484213709822 10.4744975566864 18.91863925755024 14.956476137042044 leaf_count=8243 98 62 40 54 95 67 internal_value=0.000828667 -0.0119134 0.00119417 0.00106113 0.00123477 0.00102016 internal_weight=1230.95 33.0619 1197.89 1190.15 1179.67 1160.75 internal_count=8659 160 8499 8459 8405 8310 is_linear=0 shrinkage=0.05 Tree=213 num_leaves=18 num_cat=0 split_feature=1 0 0 3 0 0 0 4 1 0 3 5 0 2 5 3 5 split_gain=1.60624 2.52894 3.43019 2.69391 2.66241 5.85567 2.51612 2.0518 1.95604 3.33062 1.84213 1.83672 1.7166 1.84838 1.9402 1.5684 0.112509 threshold=4.3500000000000005 547.50000000000011 541.50000000000011 3.5000000000000004 569.50000000000011 576.50000000000011 528.50000000000011 4.5000000000000009 4.4500000000000011 593.50000000000011 4.5000000000000009 4.5000000000000009 660.50000000000011 4.5000000000000009 4.5000000000000009 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 3 -1 10 16 -5 -7 9 -2 11 -3 13 15 -15 -10 -6 right_child=8 4 -4 6 5 7 -8 -9 12 -11 -12 -13 -14 14 -16 -17 -18 leaf_value=-0.02970863561553079 0.036452201664413111 0.01767246081706365 -0.045223965197513795 -0.012484488341254141 -0.018729949134279802 -0.0041257885543025319 0.030258413363026 0.0032611083305098946 0.0013114304489967421 -0.0016854087596188056 0.027121559736824327 -0.0072522230473781799 -0.022370492612481141 -0.00050130305597502261 0.0066182196041908586 -0.0055940176782215559 -0.034030440707170366 leaf_weight=6.0429016947746339 9.4526072330772895 11.845511674880983 6.9225406870245925 6.0079119559377414 9.6913036108016986 251.89647147804499 5.7431442439556122 148.06933431327343 187.99964332673699 11.952266454696653 11.071380417793987 16.209664985537529 6.8982447683811179 171.9962691552937 210.94497963413596 143.6356153357774 10.7581949532032 leaf_count=51 61 74 55 71 53 1126 48 700 1665 54 72 106 31 951 1481 1998 64 internal_value=-0.000209085 -0.0024503 -0.0177309 -0.00493182 -0.00158086 -0.00275892 0.00874803 -0.00137734 0.0012465 0.0158086 0.0107061 0.00334548 0.00078626 0.00104774 0.00341452 -0.0016722 -0.0282237 internal_weight=1227.14 484.258 24.7165 17.794 459.542 420.415 11.7511 399.966 742.88 21.4049 39.1266 28.0552 721.475 714.577 382.941 331.635 20.4495 internal_count=8661 2420 225 170 2195 1943 119 1826 6241 115 252 180 6126 6095 2432 3663 117 is_linear=0 shrinkage=0.05 Tree=214 num_leaves=15 num_cat=0 split_feature=0 1 1 0 7 7 7 0 1 0 7 0 7 0 split_gain=1.92875 3.40989 4.9042 3.35243 6.53745 3.07487 2.04336 2.03951 2.71057 1.55633 1.53381 1.78375 1.67243 1.48161 threshold=587.50000000000011 1.1500000000000001 2.1500000000000008 590.50000000000011 0.39245000000000008 0.70025000000000015 0.73205000000000009 585.50000000000011 5.4500000000000011 646.50000000000011 0.65645000000000009 619.50000000000011 0.63400000000000012 579.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -2 10 -7 13 -9 -8 12 -12 -5 -4 right_child=3 2 7 5 -6 6 9 8 -10 -11 11 -13 -14 -15 leaf_value=0.031023347054306691 0.040575942908504664 -0.034572597621293548 -0.0024609061884866695 -0.00092786426952638833 -0.0029933581115183759 0.022696537774915662 0.00015994242198319006 -0.035614552103656313 0.0015203423719180778 0.015957293128959864 -0.023626986346071754 0.00027948918440991817 0.013918728624279623 0.005763868092863709 leaf_weight=6.535786483436822 14.679789155721663 10.921650502830742 537.10817936528474 418.59497575461864 18.383893683552742 19.947290509939194 54.548825338482857 9.3459710702300089 8.7409115806221944 21.218586772680283 14.667041420936586 14.689862757921217 18.854513809084892 59.708833701908588 leaf_count=36 68 69 5387 1908 96 88 241 53 50 97 69 62 82 334 internal_value=-0.000445947 -0.00237045 -0.00277611 0.00158956 0.0168273 0.000656775 0.00877699 -0.00214802 -0.0182669 0.00479934 -0.00101272 -0.0118846 -0.000246271 -0.00162143 internal_weight=1227.95 632.361 625.826 595.585 33.0637 562.521 95.7147 614.904 18.0869 75.7674 466.806 29.3569 437.449 596.817 internal_count=8640 5929 5893 2711 164 2547 426 5824 103 338 2121 131 1990 5721 is_linear=0 shrinkage=0.05 Tree=215 num_leaves=21 num_cat=0 split_feature=6 0 7 0 0 0 0 5 0 0 7 4 0 4 0 0 2 0 7 0 split_gain=1.09075 1.48486 1.74759 2.33054 3.1362 1.85567 1.66302 1.41333 3.02179 3.87143 3.22511 3.35352 2.65574 1.97127 1.82151 1.71404 1.52944 2.5855 2.39274 0.484313 threshold=1.0000000180025095e-35 483.50000000000006 0.047200000000000013 504.50000000000006 510.50000000000006 497.50000000000006 473.50000000000006 4.5000000000000009 525.50000000000011 540.50000000000011 0.098350000000000007 6.5000000000000009 553.50000000000011 4.5000000000000009 529.50000000000011 621.50000000000011 5.5000000000000009 624.50000000000011 0.56050000000000011 536.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 6 -3 5 -5 -4 -2 12 10 19 -9 -12 13 -1 -15 -11 17 -14 -18 -10 right_child=1 2 3 4 -6 -7 -8 8 9 15 11 -13 16 14 -16 -17 18 -19 -20 -21 leaf_value=0.0086714744272485596 0 0.020791564718516661 -0.001352429970641733 0.028038287085214421 0.000132829860174138 -0.03500711122527303 0.031545565945085549 -0.025065847451580581 -0.020487637185582993 -0.0030682543339591441 0.018148015110286245 -0.01439921381977656 0.0040056349110943381 -0.0036726550909625478 -0.039198974833971945 -0.021131791386280172 -0.014496006896420943 0.028699665344182321 0.010167975471423537 -0.041660859651745749 leaf_weight=5.6338564231991795 8.5598052488639933 9.3326192032545787 8.8152907118201274 9.1951114106923324 852.53015579469502 7.3777597676962605 7.162474311888217 6.4914998039603224 15.877747720107438 102.6601591669023 32.001083769835532 9.4178973073139769 59.012759570032358 7.0473044011741859 7.8508039675652981 14.376893848180769 21.265573970973492 12.260582879185675 16.490074761211872 6.0875684395432463 leaf_count=47 248 128 200 129 4926 122 133 173 167 724 527 223 339 115 74 63 101 52 78 59 internal_value=-0.000250623 0.000630552 0.00034619 9.975e-05 0.000468547 -0.018121 0.0153986 -0.00277464 -0.00555014 -0.00927882 0.00513415 0.0104645 0.00120303 -0.0148139 -0.0239964 -0.00548978 0.00437194 0.00866106 -0.0036104 -0.028132 internal_weight=1219.45 902.973 887.251 877.918 861.725 16.1931 15.7223 316.474 186.913 139.002 47.9105 41.419 129.561 20.532 14.8981 117.037 109.029 71.2733 37.7556 21.9653 internal_count=8628 5886 5505 5377 5055 322 381 2742 1936 1013 923 750 806 236 189 787 570 391 179 226 is_linear=0 shrinkage=0.05 Tree=216 num_leaves=12 num_cat=0 split_feature=1 7 7 7 7 3 1 1 1 0 1 split_gain=1.3807 1.78779 1.36729 4.19161 3.04342 1.89263 1.93404 1.46983 4.03421 1.73348 1.07954 threshold=10.850000000000003 0.37555000000000005 0.32035000000000008 0.31325000000000008 0.32575000000000004 8.5000000000000018 4.3500000000000005 3.3500000000000001 2.9500000000000006 544.50000000000011 11.550000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 3 7 -4 6 -6 8 -1 -9 -2 right_child=1 -3 4 -5 5 -7 -8 9 -10 -11 -12 leaf_value=0.0014493830118358772 0.013806892996443816 0.032013236280831352 -0.029263036506205493 0.030566170231846553 -0.0031262318632744863 -0.021557399487234671 0.0018315254515879375 0.0051488208416438459 0.028173261626114672 -0.0027524545491079463 -0.013722875978824784 leaf_weight=62.169844202697277 6.7890637731179613 6.8886100631207219 8.3905801661312562 12.01328965090215 347.95531225204468 9.6526959631592018 449.21071943920106 106.69774694275111 17.498907346278429 194.23272692784667 5.5155062628909945 leaf_count=302 98 112 71 99 1710 180 3218 1485 89 1163 152 internal_value=0.000433653 0.0134041 0.000212489 0.00263621 -0.000950472 -0.000613983 -0.000327429 0.00166373 0.00765764 4.02318e-05 0.000986976 internal_weight=1227.02 19.1932 1207.82 392.613 815.209 806.819 797.166 380.599 79.6688 300.93 12.3046 internal_count=8679 362 8317 3138 5179 5108 4928 3039 391 2648 250 is_linear=0 shrinkage=0.05 Tree=217 num_leaves=11 num_cat=0 split_feature=0 7 7 0 0 7 7 0 7 7 split_gain=1.35111 2.37872 6.14088 2.30293 1.26369 1.31327 1.3188 1.2509 1.08803 1.24569 threshold=661.50000000000011 0.51305000000000012 0.6664500000000001 659.50000000000011 477.50000000000006 0.37045000000000006 0.19615000000000002 678.50000000000011 0.029700000000000001 0.071800000000000017 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 7 -3 4 5 6 -1 -2 -6 -10 right_child=1 2 -4 -5 8 -7 -8 -9 9 -11 leaf_value=0.014693715773013122 0.028609444019100413 -0.021466840969781725 0.02084888771706981 -0.026082112997967449 -0.016668639618705045 0.028530060778089596 -0.012634727278895433 0.0053835050816839454 0.013819644775653162 0.00013252722015622787 leaf_weight=9.3439345518127102 14.244189679622652 16.739371456205845 15.575311444699762 7.2395102977752677 8.4727500993758422 6.9502628659829488 6.6154181375168255 11.2491497695446 15.894433306530116 1114.1100353561342 leaf_count=265 68 80 78 30 150 177 183 57 200 7373 internal_value=0.000625605 0.00802339 -0.000907451 0.00024884 0.000439572 0.0118192 0.00299375 0.0191396 0.000196019 0.000341517 internal_weight=1226.43 57.808 32.3147 1168.63 1161.39 22.9096 15.9594 25.4933 1138.48 1130 internal_count=8661 283 158 8378 8348 625 448 125 7723 7573 is_linear=0 shrinkage=0.05 Tree=218 num_leaves=11 num_cat=0 split_feature=0 4 6 0 0 1 6 1 0 6 split_gain=2.15623 2.60916 1.59665 0.919345 3.33992 3.83317 3.15638 1.06551 3.19047 1.57054 threshold=698.50000000000011 2.5000000000000004 1.5000000000000002 543.50000000000011 528.50000000000011 6.8500000000000005 1.0000000180025095e-35 4.2500000000000009 626.50000000000011 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 -6 -3 9 -9 -5 right_child=-2 3 -4 7 5 -7 -8 8 -10 -11 leaf_value=-0.0034241892739595436 0.022156009408245258 0.0076780400808648813 -0.026167747598625501 0.00098465478339225597 0.00064916456299964119 0.021167518493189118 -0.006971678274540251 -0.00015276519513197201 -0.012765764674575315 0.0125474979168768 leaf_weight=18.76862845569849 10.407700911164282 60.093293438665569 13.344881057739256 385.89400947839022 46.237614430487156 44.978904154151678 91.052828153595328 478.67072217166424 55.1223274320364 30.974280312657356 leaf_count=88 58 1089 60 1849 409 422 1404 2931 234 142 internal_value=0.000512198 0.000306333 -0.0135312 0.000694016 0.00343618 0.0109408 -0.00110214 -2.69756e-06 -0.00148604 0.00188374 internal_weight=1235.55 1225.14 32.1135 1193.02 242.363 91.2165 151.146 950.661 533.793 416.868 internal_count=8686 8628 148 8480 3324 831 2493 5156 3165 1991 is_linear=0 shrinkage=0.05 Tree=219 num_leaves=14 num_cat=0 split_feature=2 6 0 6 0 0 0 2 0 6 0 4 3 split_gain=1.47313 1.79616 1.5817 1.24214 2.17427 1.07864 1.44289 1.58588 1.05801 0.942812 2.5531 2.04844 0.67477 threshold=6.5000000000000009 1.0000000180025095e-35 621.50000000000011 2.5000000000000004 646.50000000000011 468.50000000000006 488.50000000000006 3.5000000000000004 456.50000000000006 2.5000000000000004 537.50000000000011 4.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 -3 4 -4 8 7 12 -1 11 -11 -8 -7 right_child=1 2 3 -5 -6 6 9 -9 -10 10 -12 -13 -14 leaf_value=-0.0018449700182164527 -0.0093154832855259564 -0.0024751564355449322 0.022997594479660665 0.02683338133699208 -0.0031138966828580306 -0.010960145793733729 0.0026606929156596632 -0.027924538144610711 0.024467721995537456 -0.025302530031418326 -0.0022314971211358134 -0.002050654743482731 0.011441445359919663 leaf_weight=6.1937701343558711 13.602775514125822 17.127518311142921 13.216907024383547 14.417077034711836 17.051263384521008 6.3505257442593592 409.66660926677287 9.2793292747810465 7.3591744182631373 12.006197249516843 171.14439193531871 525.47722475510091 5.1573341023176908 leaf_count=278 63 81 54 65 85 157 2258 206 169 135 882 4127 111 internal_value=-0.000258378 0.00645859 0.0101025 0.0149816 0.00849889 -0.000707413 -0.000883581 -0.0136392 0.0127986 -0.000630035 -0.00390023 8.58278e-06 -0.000408865 internal_weight=1228.05 75.4155 61.8128 44.6852 30.2682 1152.63 1139.08 20.7872 13.5529 1118.29 183.151 935.144 11.5079 internal_count=8671 348 285 204 139 8323 7876 474 447 7402 1017 6385 268 is_linear=0 shrinkage=0.05 Tree=220 num_leaves=17 num_cat=0 split_feature=0 2 5 7 7 0 4 7 4 0 7 7 7 7 2 7 split_gain=1.60923 3.12608 2.81468 2.94759 3.49195 2.28118 1.90945 1.22413 1.82069 1.20009 2.13536 2.32574 1.547 3.04586 1.03841 0.57765 threshold=535.50000000000011 5.5000000000000009 6.5000000000000009 0.6412500000000001 0.44565000000000005 538.50000000000011 5.5000000000000009 0.51055000000000017 6.5000000000000009 546.50000000000011 0.16485000000000002 0.55835000000000012 0.57045000000000012 0.45725000000000005 3.5000000000000004 0.7380000000000001 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 6 -2 8 -4 10 -7 -12 13 -11 -14 -5 right_child=5 -3 7 15 -6 9 -8 -9 -10 12 11 -13 14 -15 -16 -17 leaf_value=-0.0041664395712405827 0.030069143967979148 -0.038728317921268206 0.017175144328849586 0.022558374443726752 -0.024410406806806437 -0.024976926609041227 -0.0024793022624313189 -0.007291911254893136 -0.0093144697987695407 0.001895200067281921 0.005302913065085014 -0.020079761330725324 0.018927979712928616 -0.0057479746636800678 0.0036383922427876943 0.00094728579352692003 leaf_weight=96.762556536123157 11.260821577161552 5.2497388515621415 30.234816804528236 8.2004903713241202 26.890492775477469 11.020425591617821 6.4749361947178832 9.6294097881764156 7.2332351095974436 502.35810246318579 34.213994659483433 11.105788342654703 10.857136968523262 174.87229005247355 273.97845114022493 5.5523358806967726 leaf_count=1458 92 60 508 81 388 95 61 151 207 2735 294 103 64 955 1381 47 internal_value=0.000340181 -0.00387496 -0.00265289 -0.00628142 -0.00876946 0.00111993 0.0184214 0.00773982 0.0118221 0.000795942 -0.00621864 -0.00110848 0.00121795 -7.65893e-05 0.00430286 0.014828 internal_weight=1225.9 189.753 184.503 137.406 123.653 1036.14 17.7358 47.0975 37.4681 1018.41 56.3402 45.3198 962.066 677.23 284.836 13.7528 internal_count=8680 2900 2840 1974 1846 5780 153 866 715 5627 492 397 5135 3690 1445 128 is_linear=0 shrinkage=0.05 Tree=221 num_leaves=16 num_cat=0 split_feature=2 3 7 7 3 0 0 0 2 7 7 0 0 6 7 split_gain=0.98241 1.92712 2.06703 1.39314 1.04362 2.63968 1.90181 2.58941 2.19853 1.73244 1.60264 1.59184 1.42527 1.33013 0.683486 threshold=6.5000000000000009 1.0000000180025095e-35 0.51305000000000012 0.40575000000000006 1.0000000180025095e-35 611.50000000000011 657.50000000000011 643.50000000000011 5.5000000000000009 0.57355000000000012 0.68500000000000016 560.50000000000011 658.50000000000011 1.5000000000000002 0.64915000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 -2 3 -3 5 13 7 11 -8 -9 12 -6 -7 -1 -4 right_child=1 2 14 -5 6 10 8 9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.0079873874937484816 -0.0070707041239956225 0.0099225788288793294 -0.007096876788417493 0.033688245227413781 0.0025940463655597552 -0.013365766293212844 -0.027555289841057203 0.021831189515243189 -0.00026161317907146442 0 0.014549861230677455 -0.0015360976176640199 0.0061254355780727106 0.032374883084303079 0.0084796252841889252 leaf_weight=14.384591542184355 18.465405903756618 16.859668448567394 12.668186366558077 11.133132100105284 363.62105203233659 22.800676718354225 12.250218540430071 22.071779161691666 17.543924301862717 14.263205572962759 12.019095450639723 646.53753011673689 14.304375827312468 10.244421347975729 13.397035218775271 leaf_count=86 89 78 56 51 4323 95 54 90 81 59 52 3359 67 50 61 internal_value=0.000829881 0.00643882 0.0111889 0.0203829 0.000466542 0.00618004 6.50078e-05 0.000429594 -0.0121765 0.013361 -0.00049761 -4.33532e-05 -0.00575694 0.0191939 0.000741913 internal_weight=1222.56 72.5234 54.058 27.9928 1150.04 73.7532 1076.29 1046.49 29.7941 36.335 49.1241 1010.16 37.1051 24.629 26.0652 internal_count=8651 335 246 129 8316 350 7966 7831 135 149 214 7682 162 136 117 is_linear=0 shrinkage=0.05 Tree=222 num_leaves=16 num_cat=0 split_feature=7 3 1 1 3 1 1 7 6 5 1 2 7 6 5 split_gain=1.31944 1.30281 1.72385 2.97953 5.2174 3.61487 2.51475 1.87746 1.59556 3.20219 2.39182 2.20551 1.38664 1.2031 0.752765 threshold=0.91920000000000013 5.5000000000000009 6.1500000000000012 5.9500000000000011 2.5000000000000004 5.7500000000000009 6.3500000000000005 0.81675000000000009 1.0000000180025095e-35 3.5000000000000004 2.6500000000000008 4.5000000000000009 0.52765000000000006 1.5000000000000002 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 -1 13 -8 11 -10 -11 12 -3 -4 -13 right_child=-2 8 6 4 -6 -7 7 -9 9 10 -12 14 -14 -15 -16 leaf_value=0.00018117329580476823 -0.01413126697824911 0.0017385635252110067 0.027305405814492756 -0.037282704895792183 0.0034315359506614687 0.018217929873329732 0.0040182069959933181 -0.018614942438048673 -0.022246701992818588 0.032089169166479907 0.0012798663474202906 -0.0066863270346967374 -0.020612797078438456 0.0053467981334804739 -0.028881430923423108 leaf_weight=648.38344280607998 13.704637035727499 35.22090633539483 16.302004933357242 13.174392424523832 16.900525316596031 28.055616468191147 274.03283261694014 8.4324887022376043 12.920126145705579 5.7334685474634162 108.18986604455858 7.0539278052747276 7.5260980408638707 11.694324495270846 13.748838463798164 leaf_count=3397 65 589 115 75 124 173 2382 46 92 30 1152 52 104 71 140 internal_value=0.000736921 0.00092138 0.00163542 0.000261409 -0.0148684 0.000962425 0.0047353 0.00326161 -0.00285512 0.000360933 0.00313966 -0.00925787 -0.00246358 0.0188063 -0.0222366 internal_weight=1221.07 1207.37 1016.98 706.514 30.0749 676.439 310.462 282.465 190.393 126.843 113.923 63.5498 42.747 27.9963 20.8028 internal_count=8607 8542 6383 3769 199 3570 2614 2428 2159 1274 1182 885 693 186 192 is_linear=0 shrinkage=0.05 Tree=223 num_leaves=18 num_cat=0 split_feature=7 7 7 7 7 7 3 7 3 7 7 4 7 6 2 5 2 split_gain=1.90652 8.33255 2.02434 4.45944 3.82909 1.68645 1.58867 1.24802 1.12754 6.18214 3.15812 2.47366 2.12523 2.63438 2.40871 0.517253 0.384904 threshold=0.38745000000000007 0.39245000000000008 0.41135000000000005 0.40575000000000006 0.42035000000000006 0.39605000000000007 4.5000000000000009 0.036350000000000007 4.5000000000000009 0.31120000000000009 0.29885000000000006 5.5000000000000009 0.35195000000000004 1.5000000000000002 5.5000000000000009 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=7 -2 3 5 15 -3 -6 16 12 10 -10 -11 14 -14 -9 -4 -1 right_child=1 2 4 -5 6 -7 -8 8 9 11 -12 -13 13 -15 -16 -17 -18 leaf_value=0 0.049668291193655893 -0.017784455461744644 0.03016043499425379 -0.037654241633800239 -0.00079153117650216417 0.0077708767850744711 0.0052562003822310332 -0.00055823974388277784 -0.0029920483933195798 -0.032997244166562821 0.033469839385203801 -0.004297868013360631 -0.0013114673949099968 0.020650995172066547 -0.010469316542981404 0.011250428521410893 0.016805035456090318 leaf_weight=5.6023156177252522 7.77213399298489 8.2765255887061375 10.405509032309057 9.8577692434191686 479.63130630366504 20.231123424135149 139.0391794256866 231.69579018745571 114.17129101604223 25.013639104552567 5.2533866548910728 11.622730503324417 33.757073741406202 21.377617228776217 83.024883881211281 9.7198810232803208 9.2608807422220689 leaf_count=151 62 60 58 72 2656 138 1184 1635 1229 229 59 182 202 114 404 75 134 internal_value=-0.000504315 0.00124225 0.000606645 -0.0103856 0.00128985 0 0.000565848 -0.00272389 -0.00314276 -0.00670394 -0.00108199 -0.0243814 -0.00161261 0.00733125 -0.00321355 0.0222291 0.0110459 internal_weight=1225.71 684.933 677.161 38.3654 638.796 28.5076 618.67 540.78 525.916 156.061 119.425 36.6364 369.855 55.1347 314.721 20.1254 14.8632 internal_count=8644 4305 4243 270 3973 198 3840 4339 4054 1699 1288 411 2355 316 2039 133 285 is_linear=0 shrinkage=0.05 Tree=224 num_leaves=19 num_cat=0 split_feature=1 1 7 1 2 1 1 7 7 7 1 7 1 1 6 7 7 7 split_gain=1.50552 3.55763 5.01918 2.85369 2.03838 2.00257 3.55547 3.0747 5.99407 2.51926 1.85329 1.77645 2.22184 1.70223 1.28804 0.95153 0.688951 0.244049 threshold=4.2500000000000009 3.9500000000000006 0.6412500000000001 4.3500000000000005 5.5000000000000009 3.3500000000000001 2.8500000000000001 0.49665000000000009 0.60125000000000006 0.32285000000000003 4.4500000000000011 0.7380000000000001 5.0500000000000007 4.9500000000000011 1.5000000000000002 0.22035000000000002 0.49375000000000008 0.46505000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 16 -3 6 14 9 -9 -7 17 12 -12 -13 -1 -8 -2 -5 right_child=3 2 -4 10 -6 7 15 8 -10 -11 11 13 -14 -15 -16 -17 -18 -19 leaf_value=0.0033755803182451646 -0.027409883460831192 0.030864817073085783 -0.01561484657768941 0.0065024619466581297 0.006472161956735824 -0.0016777043940214679 0.026463100000240998 0.031825545670314009 -0.0083952046930203996 -0.023880943776128979 -0.0087890088545086124 0.026740442837657408 -0.00050073941761300878 0.0033978975723489863 -0.0039346688886976022 0.0096578868601420627 -0.0073735563695803965 0.02017490582695736 leaf_weight=124.71512286365032 10.893636224791409 26.147109597921371 9.8279582113027555 8.671772815287115 14.297693554311989 25.041542917490005 9.8946487009525281 12.759247209876774 27.204242190346122 26.614078760147095 93.516788544133306 8.6683938652276975 572.50316104711965 46.99872137978673 114.64495629072189 66.05926001444459 9.5953541845083219 9.7853895425796491 leaf_count=595 65 163 50 50 69 144 52 68 133 152 599 44 5141 276 530 325 49 50 internal_value=0.000288139 0.00255582 0.0149753 -0.00106993 0.0227266 0.000976309 0.00287782 -0.0054743 0.00478756 -0.0134485 -0.000540742 -0.000956503 -0.00168343 0.00752874 -0.000106769 0.0122275 -0.019039 0.0146725 internal_weight=1217.84 457.206 50.2728 760.633 40.4448 406.933 315.314 91.6191 39.9635 51.6556 740.144 721.687 666.02 55.6671 239.36 75.9539 20.489 18.4572 internal_count=8555 2281 282 6274 232 1999 1502 497 201 296 6160 6060 5740 320 1125 377 114 100 is_linear=0 shrinkage=0.05 Tree=225 num_leaves=16 num_cat=0 split_feature=7 3 5 7 2 6 3 7 7 3 7 5 4 7 7 split_gain=0.907083 1.12228 1.15531 1.00238 2.41128 2.45633 2.04061 1.60723 2.02698 1.79841 2.74799 1.65488 1.37803 1.23432 1.1797 threshold=0.066400000000000015 5.5000000000000009 5.5000000000000009 0.73205000000000009 6.5000000000000009 1.5000000000000002 4.5000000000000009 0.61225000000000007 0.59810000000000008 4.5000000000000009 0.66125000000000012 4.5000000000000009 3.5000000000000004 0.86205000000000009 0.58855000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 7 5 6 -5 8 14 12 -11 -10 -9 -7 -2 right_child=3 -3 -4 4 -6 13 -8 9 11 10 -12 -13 -14 -15 -16 leaf_value=0.012469874205093365 0.00093722851565959664 -0.020559907942475249 -0.013031283516317941 0.0059302685741454073 0.016515435918623856 -0.0085594336939144294 -0.015789869429897022 -0.0062606789939348723 0 0.031802644526100411 0.0020276780791941393 -0.029833566776567417 0.0063899198369447366 -0.027258376240059681 0.014572658682267035 leaf_weight=8.3065994931384939 895.41456451779231 9.82830344699323 7.4864630773663512 46.740761924535036 12.721874102950094 33.913865931332111 12.948955778032539 26.639948174357414 8.6323173213750142 14.867126193828883 16.18425749335438 8.6569799464195949 93.480692068114877 12.597312383353708 15.22207013517618 leaf_count=100 6420 232 117 244 60 173 87 125 52 120 128 78 507 58 102 internal_value=0.000950467 -0.00815759 2.75482e-05 0.00115607 -0.00316869 -0.00570536 0.000953429 0.0016398 0.000851527 0.00640814 0.0169871 -0.0156123 0.00351451 -0.0141963 0.00118638 internal_weight=1223.64 25.6214 15.7931 1198.02 118.923 106.201 59.6897 1079.1 927.926 151.172 31.0514 17.2893 120.121 46.5112 910.637 internal_count=8603 449 217 8154 622 562 331 7532 6652 880 248 130 632 231 6522 is_linear=0 shrinkage=0.05 Tree=226 num_leaves=12 num_cat=0 split_feature=7 0 7 1 7 2 0 0 7 7 2 split_gain=1.55128 2.9306 1.08024 1.35834 1.00519 1.5042 3.68744 3.56765 0.942047 2.88423 1.02246 threshold=0.036350000000000007 517.50000000000011 0.066400000000000015 6.8500000000000005 0.77120000000000011 5.5000000000000009 614.50000000000011 602.50000000000011 0.67075000000000007 0.70025000000000015 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 8 7 -7 -6 10 -10 -4 right_child=2 -3 4 -5 5 6 -8 -9 9 -11 -12 leaf_value=-0.003086740622410023 -0.03134180380475924 0.040867399037227942 0.011706574769946684 0 -0.00062014729083400882 0.018224147658492725 -0.015494891096719532 0.025532595703377327 -0.01741360616701559 0.00066133322554793304 -0.00043150412929074611 leaf_weight=8.2389048794284445 5.3466619271785003 5.5607128739356986 16.641107175499201 7.015344612300396 30.83336141332984 11.677787892520426 21.345676735043526 21.094912566244602 31.959913028404117 65.111960789188743 997.71574556129053 leaf_count=221 68 53 278 109 191 57 96 88 198 380 6890 internal_value=-0.000229348 0.0158518 -0.000430023 -0.0145751 -0.000267638 0.00493529 -0.003239 0.0101911 -0.000673897 -0.00535555 -0.000216114 internal_weight=1222.54 13.7996 1208.74 12.362 1196.38 84.9517 33.0235 51.9283 1111.43 97.0719 1014.36 internal_count=8629 274 8355 177 8178 432 153 279 7746 578 7168 is_linear=0 shrinkage=0.05 Tree=227 num_leaves=11 num_cat=0 split_feature=0 0 3 0 0 3 0 7 7 7 split_gain=1.29069 1.86967 1.01021 1.86553 1.85189 2.24956 1.89434 1.84035 0.983085 0.611913 threshold=473.50000000000006 481.50000000000006 8.5000000000000018 513.50000000000011 494.50000000000006 5.5000000000000009 501.50000000000006 0.24335000000000004 0.19615000000000002 0.28965000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=8 9 4 -4 5 -3 -6 -5 -1 -2 right_child=1 2 3 7 6 -7 -8 -9 -10 -11 leaf_value=-0.00045491603705312324 0.028382642866021435 -0.03810987624773484 0.008013749779272791 0 0.017377175546506852 0.0032570080468485676 -0.0015461785240740143 -0.037595931404920999 -0.024454154929281088 0.0032698270980875341 leaf_weight=7.7566240420565036 5.6922281887382251 6.5237474860623461 6.2637055087834623 5.1211614273488504 12.346813252195714 5.2119541009888053 1144.0719209145755 7.5854459255933762 9.9739668285474163 5.0527151338756084 leaf_count=231 109 180 128 59 219 134 7040 108 301 87 internal_value=-0.00174733 -0.00153767 -0.00173652 -0.0129265 -0.00153962 -0.0205326 -0.00132498 -0.0234453 -0.0148069 0.0182831 internal_weight=1215.6 1197.87 1187.12 18.9703 1168.15 11.7357 1156.42 12.7066 17.7306 10.7449 internal_count=8596 8064 7868 295 7573 314 7259 167 532 196 is_linear=0 shrinkage=0.05 Tree=228 num_leaves=18 num_cat=0 split_feature=1 1 3 3 7 3 7 7 7 7 4 1 7 4 2 7 4 split_gain=1.64359 1.98878 2.2613 3.91041 6.00188 2.75298 1.43548 2.9913 0.913207 0.946357 0.892493 1.14528 0.872255 0.841978 2.33803 1.4806 0.269818 threshold=8.2500000000000018 10.850000000000003 5.5000000000000009 3.5000000000000004 0.15775000000000003 1.5000000000000002 0.27485000000000004 0.49375000000000008 0.061150000000000003 0.036350000000000007 5.5000000000000009 11.550000000000002 0.082500000000000004 6.5000000000000009 3.5000000000000004 0.10625000000000001 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 5 -5 -2 16 -8 9 -1 -3 -12 -10 15 -15 -14 -4 right_child=1 10 6 4 -6 -7 7 -9 12 -11 11 -13 13 14 -16 -17 -18 leaf_value=0.00037849622669148267 0.01103133245006172 0.01874170832004609 -0.040181936635872446 0.041891422538497362 -0.0030975312055390586 -0.019348841767906147 0.0057476729421303899 -0.03032530053764193 0.016562146529745383 -0.025677884991171792 -0.014561992914645895 0.013914990140325196 -0.01775755053342316 -0.017029462330146523 0.011009869596645119 1.4337749723196457e-05 -0.019383354960864449 leaf_weight=6.189159229397772 8.4239883292466384 9.3864047713577765 5.9988759998232117 8.9117925157770497 28.301878561265767 35.822321474552155 13.123826528433712 8.6699038194492442 7.1427752552554002 5.9567284155637026 6.4462533704936487 5.6760731106624007 10.852102071046827 7.8977169422432771 43.138345840387046 1001.2764823380858 9.1958147846162301 leaf_count=115 56 125 86 106 308 336 201 120 88 84 103 158 102 121 359 5967 186 internal_value=-0.000566909 -0.00564605 -0.00820418 -0.00338412 0.00835972 -0.0133383 -0.0183193 -0.00908424 8.97953e-05 -0.0130013 0.00795799 -0.000802815 0.000255017 0.0001253 0.00633088 -0.000188618 -0.0298775 internal_weight=1222.41 139.957 118.448 81.46 37.2137 44.2463 36.9884 21.7937 1082.45 12.1459 21.5087 12.1223 1070.31 1063.16 51.0361 1012.13 15.1947 internal_count=8621 1785 1399 806 414 392 593 321 6836 199 386 261 6637 6549 480 6069 272 is_linear=0 shrinkage=0.05 Tree=229 num_leaves=15 num_cat=0 split_feature=0 0 1 1 1 4 1 0 0 1 5 1 4 4 split_gain=0.856018 2.22265 2.2153 2.03224 1.82935 1.8252 3.26776 2.42981 1.81882 2.49355 1.65194 1.40444 1.32145 1.06228 threshold=589.50000000000011 592.50000000000011 1.2500000000000002 4.1500000000000012 2.1500000000000008 5.5000000000000009 2.9500000000000006 598.50000000000011 585.50000000000011 5.5500000000000007 6.5000000000000009 4.6500000000000012 4.5000000000000009 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 -2 -4 10 -7 -8 11 -10 13 -6 -5 -3 right_child=1 5 4 12 8 6 7 -9 9 -11 -12 -13 -14 -15 leaf_value=0.023802236668800388 -0.0014978792011983376 0.01121548607468917 -0.018650103838702598 0.0081781253384874061 0.0051979791549862991 0.009303909328344042 -0.036301952668110253 -0.0069959356892677045 -0.020404641902773649 0.0049871294715445368 0.020427858242001724 -0.00080363458400745851 0.034479576475934061 0.0013711638585813368 leaf_weight=8.3782422691583616 11.974296897649763 28.527869284152985 12.848717287182806 9.9320976585149783 121.29065974988043 18.455693289637566 9.6824473440647107 24.761038035154343 23.811315797269344 14.867522075772284 11.602800980210302 476.75055684521794 11.645796611905096 434.20027636736631 leaf_count=43 59 128 79 49 827 82 54 117 125 81 54 4911 60 1941 internal_value=0.000905017 0.00233959 -0.000311804 0.0146443 -0.000666625 0.00152083 -0.00718011 -0.016167 -0.00026721 -0.0106387 0.00251477 0.000411871 0.0234931 0.00201174 internal_weight=1218.73 560.782 657.947 33.5522 649.569 527.23 52.8992 34.4435 636.72 38.6788 474.331 598.041 21.5779 462.728 internal_count=8610 2544 6066 168 6023 2376 253 171 5944 206 2123 5738 109 2069 is_linear=0 shrinkage=0.05 Tree=230 num_leaves=16 num_cat=0 split_feature=7 7 1 7 7 1 7 3 7 0 0 3 2 0 7 split_gain=3.08442 2.90086 1.90393 2.28129 4.40595 3.2572 1.88386 3.42946 2.41186 2.60285 1.12343 1.22093 0.879027 3.60967 2.2696 threshold=0.38745000000000007 0.39245000000000008 10.65 0.41135000000000005 0.42225000000000007 5.8500000000000005 0.36595000000000005 2.5000000000000004 0.35695000000000005 603.50000000000011 596.50000000000011 5.5000000000000009 5.5000000000000009 638.50000000000011 0.29675000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 -2 3 5 -5 -3 8 -8 12 -10 11 -9 13 -1 -14 right_child=1 2 -4 4 -6 -7 7 10 9 -11 -12 -13 14 -15 -16 leaf_value=-0.0022183729994590682 0.028080781193326722 -0.022494833628813205 0.023972685409921594 0.022363140887109299 0.0014920577467162389 0.0063645538313116118 0.0035279557094126859 -0.038158465951562207 0.028678929420476142 -0.0079333753391037775 -0.0034818401981186855 -0.0086842199088945742 -0.01156647414446728 0.025642002975836194 0.0044000638755473187 leaf_weight=359.87545116106048 9.854751465842126 21.537282947450876 8.7359754564240557 25.450148414820433 610.56155930180103 16.269956151023507 18.692858131602407 13.115193104371434 11.959549676626922 6.907716676592826 6.0132075101137152 6.2941822251304975 69.847802361473441 10.997386977076529 31.264662563800812 leaf_count=3307 70 122 131 164 3720 140 96 113 95 31 28 75 368 47 155 internal_value=0.000188673 0.00239417 0.00197546 0.00164776 0.00236886 -0.0101027 -0.00265572 -0.0124548 -0.00174134 0.0152981 -0.0240846 -0.0297392 -0.00246395 -0.00131206 -0.0065858 internal_weight=1227.38 692.41 682.555 673.819 636.012 37.8072 534.968 44.1154 490.853 18.8673 25.4226 19.4094 471.985 370.873 101.112 internal_count=8662 4347 4277 4146 3884 262 4315 312 4003 126 216 188 3877 3354 523 is_linear=0 shrinkage=0.05 Tree=231 num_leaves=21 num_cat=0 split_feature=1 7 1 7 7 1 1 3 7 3 4 6 3 3 6 4 7 7 3 4 split_gain=1.60033 6.18586 2.85474 5.31569 2.60997 4.54555 3.81029 2.85312 2.65684 3.89948 1.74879 2.54979 2.52397 1.72222 1.60976 1.361 1.29639 2.30695 1.78323 0.767789 threshold=6.2500000000000009 0.092750000000000013 5.9500000000000011 0.58535000000000015 0.60860000000000014 6.9500000000000011 8.1500000000000004 2.5000000000000004 0.52765000000000006 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 1.5000000000000002 5.5000000000000009 0.23800000000000002 0.26155000000000006 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 left_child=1 -1 16 13 8 14 7 -7 10 -10 11 -2 -12 -4 -6 -8 18 -18 -3 -11 right_child=4 2 3 -5 5 6 15 -9 9 19 12 -13 -14 -15 -16 -17 17 -19 -20 -21 leaf_value=-0.037903962997824003 0.022801739987333064 0.013946138797329749 -0.015867055005730876 -0.041334645124199723 0.015605519043648597 0.010540253683585177 0.026758703184071017 -0.0246456953839694 0.025561258228006336 -0.010818179433646805 -0.0023387729398755088 0.0035116388889590202 0.011346329362807085 0.0055292979278743319 0.044838905076016997 0.00092925722516950149 -0.014068426868904655 0.00033608758811536348 0.00061454506698199306 -0.028202491672491749 leaf_weight=10.043034451082347 22.862376419827342 39.276975721120834 14.082694403827189 10.703485067933796 12.776664990931751 8.2966982647776621 13.01453933119774 14.242957352660595 5.229898612946271 21.718618316575885 167.83452193718404 65.575868129730225 41.061459425836802 23.691645994782448 9.7650801353156549 8.7842197753489 28.089404691010714 616.8998428247869 69.001541077159345 11.103831673972307 leaf_count=131 182 194 84 70 83 43 95 115 32 188 1785 450 693 192 51 89 154 3320 432 157 internal_value=0.000538673 -0.000734473 -0.000216004 -0.0118548 0.00311578 0.0120669 0.0024575 -0.011584 0.00128538 -0.0109568 0.00290034 0.00875346 0.000368647 -0.00252204 0.0298485 0.0170668 0.000541126 -0.000304299 0.00557957 -0.0175071 internal_weight=1214.06 811.789 801.746 48.4778 402.267 66.8802 44.3384 22.5397 335.387 38.0523 297.334 88.4382 208.896 37.7743 22.5417 21.7988 753.268 644.989 108.279 32.8224 internal_count=8540 4577 4446 346 3963 476 342 158 3487 377 3110 632 2478 276 134 184 4100 3474 626 345 is_linear=0 shrinkage=0.05 Tree=232 num_leaves=8 num_cat=0 split_feature=7 0 7 7 7 7 7 split_gain=1.60152 2.35917 1.38041 2.04934 1.2502 2.88041 2.75308 threshold=0.04080000000000001 516.50000000000011 0.89810000000000012 0.86205000000000009 0.34210000000000007 0.30465000000000003 0.42225000000000007 decision_type=2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -2 -6 right_child=2 -3 -4 -5 6 -7 -8 leaf_value=-0.0016965875237676164 6.5894774299328406e-05 0.034295189340662606 0.013385231868775695 -0.018788251943625222 0.0072851241650354328 -0.010690794652331853 -2.6191382906000801e-05 leaf_weight=8.9592195386067051 354.23368937708437 7.6000601053237906 18.919011730700731 13.170820616185663 163.66812727041543 74.266414885874838 584.19796319678426 leaf_count=240 2788 71 89 67 1143 573 3668 internal_value=0.000551764 0.0155498 0.000329426 0.000106512 0.000338086 -0.00180733 0.00157478 internal_weight=1225.02 16.5593 1208.46 1189.54 1176.37 428.5 747.866 internal_count=8639 311 8328 8239 8172 3361 4811 is_linear=0 shrinkage=0.05 Tree=233 num_leaves=19 num_cat=0 split_feature=3 1 1 0 6 1 0 1 1 0 1 4 0 0 5 1 3 0 split_gain=1.43939 2.95248 5.01425 2.32214 4.81066 2.25553 1.3976 5.02222 4.00726 4.04238 3.15883 2.72427 2.39315 2.27299 2.23528 2.19244 1.9372 1.64544 threshold=4.5000000000000009 1.3500000000000003 2.0500000000000003 600.50000000000011 1.5000000000000002 8.7500000000000018 549.50000000000011 6.7500000000000009 4.0500000000000007 536.50000000000011 5.3500000000000005 5.5000000000000009 567.50000000000011 602.50000000000011 5.5000000000000009 5.7500000000000009 3.5000000000000004 561.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 -2 -3 5 -5 -4 8 14 -1 10 -10 -11 16 -14 17 -16 -9 -8 right_child=1 2 3 4 -6 -7 7 12 9 11 -12 -13 13 -15 15 -17 -18 -19 leaf_value=-0.024401249520541374 0.037524207100780547 -0.036776934987963021 -0.00064932994756213913 -0.0031709933939890415 0.033965823860805426 0.010634330515959804 -0.013731080343997368 -0.03068535886495842 0.026088903408013054 0.02590993991740035 -0.0043444531264365217 0 -0.0011232941812576293 -0.019416519036073086 0.0029012649681829424 0.021621119501504003 -0.0022820058784592877 -0.00080431957686875021 leaf_weight=10.66363165527582 5.0608383342623702 7.0245678462088099 214.34967458061874 16.704934403300285 16.419800698757172 54.582386296242476 24.935513127595186 22.606697887182236 8.6719621205702406 31.380148489028215 70.497756986878812 15.218690127134321 56.344779446721077 23.807537719607353 79.976658210158348 18.872771359980106 8.8055554218590277 523.92742931842804 leaf_count=89 24 39 2103 75 71 866 183 171 95 237 937 127 320 104 425 115 69 2495 internal_value=-2.03191e-06 0.00290057 0.00219834 0.0032396 0.015547 0.00165319 -0.00102771 -0.00186981 0.00360192 0.00618944 -0.000664687 0.0177087 -0.0116186 -0.00679082 -0.000167602 0.00670616 -0.0231936 -0.0014246 internal_weight=1209.85 314.142 309.081 302.057 33.1247 268.932 895.709 759.277 136.432 125.769 79.1697 46.5988 111.565 80.1523 647.712 98.8494 31.4123 548.863 internal_count=8545 3178 3154 3115 146 2969 5367 3882 1485 1396 1032 364 664 424 3218 540 240 2678 is_linear=0 shrinkage=0.05 Tree=234 num_leaves=18 num_cat=0 split_feature=0 3 7 7 7 0 7 0 0 7 0 7 7 7 7 1 2 split_gain=2.53913 1.47676 1.35627 1.01049 2.02108 2.53105 1.57769 1.1581 2.03935 0.978078 2.65109 2.62201 0.963432 3.34121 2.05162 0.71668 0.695082 threshold=662.50000000000011 1.5000000000000002 0.6453000000000001 0.19405000000000003 0.21035000000000001 575.50000000000011 0.20205000000000004 498.50000000000006 468.50000000000006 0.15775000000000003 571.50000000000011 0.14865000000000003 0.70025000000000015 0.69120000000000015 0.71110000000000018 8.9500000000000011 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 16 7 5 6 -5 8 -1 11 -11 -9 13 -6 -14 -10 -2 right_child=1 -3 -4 4 12 -7 -8 9 15 10 -12 -13 14 -15 -16 -17 -18 leaf_value=0.013760122020409819 0.016600839084532821 0.023650573699682396 -0.0069101823198319274 0.012262720749875489 -0.00158633297397006 -0.031779359571706842 -0.018104827879875617 0.0041354719591700098 -0.030926381288793416 -0.00074916001980810895 0.021346789974671817 -0.019740216391933782 0.023680150402666161 -0.031627547711735163 0.00075797651817716713 -0.0057342295440422179 0.00079420491651445478 leaf_weight=5.7405668413266566 18.754439823329452 13.267048969864843 15.15670435130596 8.615323945879938 822.44606604520231 11.435917824506758 6.66951851081103 85.48851784132421 6.2390775522217137 28.752989798784256 23.924414202570915 12.242414804175494 9.6501337978988868 8.3869860842823964 125.48728705197573 6.5087476186454296 11.961253158748148 leaf_count=183 90 66 75 75 5707 56 68 745 153 219 111 85 55 53 677 132 60 internal_value=-0.000548706 0.00946155 0.00483415 -0.00107035 -0.00168184 -0.0150122 -0.000979149 0.00248295 -0.00893785 0.00396959 0.00940371 0.000924358 -0.00129278 -0.00193326 0.00259349 -0.0197802 0.0108222 internal_weight=1220.73 59.1394 45.8724 1161.59 992.691 26.7208 15.2848 168.897 18.4884 150.408 52.6774 97.7309 965.97 830.833 135.137 12.7478 30.7157 internal_count=8610 291 225 8319 6691 199 143 1628 468 1160 330 830 6492 5760 732 285 150 is_linear=0 shrinkage=0.05 Tree=235 num_leaves=20 num_cat=0 split_feature=0 0 7 6 7 1 0 6 1 7 1 1 7 0 1 7 1 1 0 split_gain=1.73419 2.9517 1.84136 3.14267 2.5969 2.29504 2.84206 2.21336 3.31023 1.44123 1.34617 1.3086 2.81126 3.80724 1.91592 2.2229 1.74692 1.71559 0.0789311 threshold=607.50000000000011 606.50000000000011 0.37345000000000006 1.0000000180025095e-35 0.39605000000000007 4.3500000000000005 641.50000000000011 1.0000000180025095e-35 4.7500000000000009 0.50155000000000005 5.5500000000000007 4.3500000000000005 0.65280000000000016 585.50000000000011 7.7500000000000009 0.75675000000000014 6.4500000000000011 4.2500000000000009 627.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 18 -4 6 -5 8 -6 -9 -7 12 17 -14 16 -16 -13 -1 -2 right_child=2 -3 4 5 7 10 -8 9 -10 -11 -12 14 13 -15 15 -17 -18 -19 -20 leaf_value=0.0010099120333165394 -0.02968907335999843 0.030882413823603364 0.021327731035169745 0.0096335030852875668 0.016800393678952183 -0.026520523369884749 -0.012139249461487431 -0.01109403980360316 -0.012386917906968577 -0.0016100558075296861 -0.005046714139023847 0.0011453813558769709 -0.035009929014391483 -0.00071952703499261435 -0.0037159491872738857 0.021165029251664622 0.0077682129494225458 -0.018422687552917157 -0.017064994676059434 leaf_weight=169.39301224052906 11.474087908864023 7.1399833709001532 11.568507507443426 39.014092013239861 31.266777507960796 13.306306868791582 22.897169053554535 53.661962002515793 12.86108413338661 158.21932130306959 17.589876934885979 271.53051731362939 13.805897016078232 18.631270512938499 176.63623470487073 8.4214623160660249 158.68030388001353 11.16083739697933 11.784577727317808 leaf_count=993 54 33 49 166 138 59 100 236 58 680 78 2007 93 91 2235 57 1387 73 50 internal_value=-0.000366238 0.000907282 -0.00314753 -0.00838295 -0.000835206 -0.00408119 0.00143666 -0.00193524 0.00809696 -0.00407633 -0.0149933 0.000605924 -0.00275447 -0.0160743 0.00177991 -0.00244914 0.00361211 -0.000258619 -0.024466 internal_weight=1219.04 835.4 383.644 116.066 267.578 92.8074 61.9113 256.009 44.1279 211.881 30.8962 828.26 212.991 32.4372 615.269 185.058 430.211 180.554 23.2587 internal_count=8637 6969 1668 507 1161 403 266 1112 196 916 137 6936 1250 184 5686 2292 3394 1066 104 is_linear=0 shrinkage=0.05 Tree=236 num_leaves=19 num_cat=0 split_feature=1 3 6 3 3 0 0 0 6 1 6 0 7 7 0 0 7 1 split_gain=1.24985 2.78144 2.39046 3.40053 1.22477 4.75918 2.65693 2.22241 2.31501 2.09641 1.51283 3.24122 9.92355 4.95116 1.7596 3.69461 2.79306 0.861332 threshold=1.0500000000000003 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 7.5000000000000009 498.50000000000006 482.50000000000006 563.50000000000011 1.0000000180025095e-35 10.15 1.0000000180025095e-35 592.50000000000011 0.39605000000000007 0.25675000000000003 500.50000000000006 510.50000000000006 0.40855000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 10 6 9 8 -7 -6 11 13 -13 -2 16 -16 -12 -4 right_child=4 2 17 -5 5 7 -8 -9 -10 -11 14 12 -14 -15 15 -17 -18 -19 leaf_value=0.0095320845223485409 0.012340422122734571 -0.015489151118414691 -0.011807669293621223 0.019042794633543629 -0.020322058356516029 -0.0056489710589992291 0.040370217185017571 0.0018864124745461939 -0.037965776902440289 0.02069843104349614 0 -0.032547800308744684 0.0018908074818559239 -0.0042490811657112781 0.028735592019226049 0.0019389305429337216 -0.037823532037768358 -0.032293967204187986 leaf_weight=19.384528860449791 67.005974665284157 16.813261799514297 12.972914583981039 10.854659974575041 5.455180222168563 10.054416110739114 5.3463281644508234 9.9228350222110731 14.037270432338117 5.0113025512546301 14.955160139128568 30.844080805778503 59.960370451211929 131.43694809544832 12.123712437227367 771.24744256585836 6.0637888256460419 12.456972040235994 leaf_count=96 686 77 60 51 158 132 104 61 203 116 344 148 280 1254 174 4457 139 58 internal_value=0.000118161 -0.00619776 -0.0121028 -0.0015755 0.000527951 -0.00704932 0.0148366 -0.0174997 -0.0254406 -0.000153318 0.000883872 -0.00220399 -0.0099798 0.00136123 0.00200179 0.00239613 -0.0119092 -0.0228744 internal_weight=1215.95 72.4823 53.0978 27.6679 1143.46 49.8273 15.8128 34.0145 24.0917 10.4665 1093.64 289.247 90.8045 198.443 804.39 783.371 21.0189 25.4299 internal_count=8598 342 246 128 8256 774 378 396 335 274 7482 2368 428 1940 5114 4631 483 118 is_linear=0 shrinkage=0.05 Tree=237 num_leaves=15 num_cat=0 split_feature=1 1 7 1 1 7 0 0 1 0 3 0 7 1 split_gain=1.38636 1.86538 2.14176 1.79542 2.69754 5.4633 2.09608 2.69755 2.08249 2.07277 1.47391 2.60944 1.10799 0.578759 threshold=10.850000000000003 11.050000000000002 0.37555000000000005 9.4500000000000011 9.2500000000000018 0.34755000000000008 516.50000000000011 547.50000000000011 10.15 477.50000000000006 3.5000000000000004 578.50000000000011 0.62705000000000011 11.65 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 13 4 10 -6 9 8 -8 -5 12 -12 -1 -3 right_child=1 2 -4 6 5 -7 7 -9 -10 -11 11 -13 -14 -15 leaf_value=0.0024430838423278507 0.035598875839701762 0.0011766761391858937 0.025175743857047995 0 -0.01280409156682143 0.044651673150204213 0.026039151721516104 -0.019436228902332393 -0.010166005733075256 -0.037771661495591184 0.0005524867737896202 -0.0073127942659906853 -0.0022568202064239761 -0.020397090463628607 leaf_weight=539.39681241475046 5.2817147523164776 5.1253548851236719 5.8016164433211079 5.7072076685726634 6.4378490410745135 8.6411960357800108 9.1334253549575823 10.742844127118586 5.5814560391008845 9.4138222038745862 287.79337263805792 164.39582853019238 161.3955522030592 5.310230877250433 leaf_count=3051 54 84 99 156 66 65 83 71 53 216 2944 823 790 146 internal_value=6.59403e-05 0.0123609 0.00288521 -0.000158867 0.000200201 0.0205398 -0.0103711 -0.00118218 0.0122151 -0.0244985 -7.90428e-05 -0.00230577 0.00135188 -0.0101877 internal_weight=1230.16 21.5189 16.2372 1208.64 1168.06 15.079 40.5788 25.4577 14.7149 15.121 1152.98 452.189 700.792 10.4356 internal_count=8701 383 329 8318 7739 131 579 207 136 372 7608 3767 3841 230 is_linear=0 shrinkage=0.05 Tree=238 num_leaves=16 num_cat=0 split_feature=1 1 6 3 3 5 1 1 4 3 1 5 6 3 4 split_gain=1.05865 1.39808 1.09565 3.10686 2.54747 2.43478 1.7332 1.70536 1.54348 1.02341 1.93194 1.59262 0.522772 2.22395 0.310953 threshold=1.8500000000000003 1.9500000000000002 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 5.5000000000000009 10.350000000000003 8.7500000000000018 3.5000000000000004 3.5000000000000004 1.6500000000000001 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 -2 3 8 6 -5 -4 -6 -3 10 12 -11 13 -1 -14 right_child=1 2 4 5 7 -7 -8 -9 -10 11 -12 -13 14 -15 -16 leaf_value=0.025013855172903422 -0.018673875221524801 -0.023579549177059816 0.0017950448718113616 0.0048185107757722535 -0.020694335974271574 -0.0065543394099088041 -0.015238125268301705 0.0034848214574767322 -0.0069007994787856968 -0.016743051425127328 0.024640687340978348 0.0087351678266777023 -0.0023229398914204696 0.00066137875394826613 0.0068187644400016069 leaf_weight=12.253121502697466 9.2504642307758314 17.037418030202389 741.26737263053656 130.93636588053778 21.160719423554841 72.024657065980136 14.196847583167253 10.005328266881405 75.799031751230359 12.07066033780575 12.174441825598477 10.420930769294499 33.808000504970551 33.787106737494469 11.680003814399241 leaf_count=59 42 81 4690 1095 277 965 221 164 495 56 57 54 154 155 54 internal_value=0.000206468 -0.000291956 -0.000113158 -0.00270616 0.00085774 0.000745772 0.00144862 -0.0129096 -0.0102336 0.00452593 0.00663547 -0.00485616 0.00394608 0.0076428 1.30155e-05 internal_weight=1217.87 1091.68 1082.43 295.797 786.63 202.961 755.464 31.166 92.8364 126.194 103.703 22.4916 91.5282 46.0402 45.488 internal_count=8619 8030 7988 2636 5352 2060 4911 441 576 589 479 110 422 214 208 is_linear=0 shrinkage=0.05 Tree=239 num_leaves=10 num_cat=0 split_feature=1 7 0 0 0 4 0 4 0 split_gain=1.31425 1.23065 1.50622 0.84572 1.59848 3.18047 1.65111 1.56632 1.28644 threshold=0.15000000000000005 0.63100000000000012 628.50000000000011 456.50000000000006 481.50000000000006 6.5000000000000009 492.50000000000006 5.5000000000000009 510.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -2 5 7 -6 -5 -8 right_child=3 -3 -4 4 6 -7 8 -9 -10 leaf_value=-0.0001993667778248864 -0.016712395712308297 -0.0037595713039688728 0.023372470786927595 0.0063944023048243025 -0.019371355545887984 -0.013426742623346147 0.0089503413345518243 0.039573256627456088 -0.00013970445030350685 leaf_weight=9.9745985716581362 6.3876352072693399 11.614995636045931 17.619828410446644 7.2898627631366262 9.9059302555397135 6.7965145092457524 39.318340187892318 8.0633114408701658 1105.5526346340775 leaf_count=47 288 58 85 131 301 160 645 156 6801 internal_value=0.000448796 0.00934051 0.0149681 0.000142307 0.000252139 0.0132612 -4.31751e-06 0.0254797 0.00017565 internal_weight=1222.52 39.2094 27.5944 1183.31 1176.93 22.1497 1154.78 15.3532 1144.87 internal_count=8672 190 132 8482 8194 447 7747 287 7446 is_linear=0 shrinkage=0.05 Tree=240 num_leaves=20 num_cat=0 split_feature=1 3 5 3 3 4 6 0 0 5 3 4 0 1 1 1 0 1 0 split_gain=0.855594 1.99206 1.5465 1.84529 0.741633 1.55892 2.09658 2.06087 1.25841 3.74894 4.23998 2.57482 2.40169 4.70057 3.00556 1.09298 1.61437 1.38864 0.166836 threshold=10.450000000000001 3.5000000000000004 5.5000000000000009 6.5000000000000009 3.5000000000000004 5.5000000000000009 2.5000000000000004 552.50000000000011 547.50000000000011 6.5000000000000009 5.5000000000000009 5.5000000000000009 542.50000000000011 4.5500000000000007 7.9500000000000011 1.8500000000000003 628.50000000000011 6.1500000000000012 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=4 -2 -3 -4 5 15 7 -7 12 11 -11 -10 13 -6 -14 16 -1 -17 -8 right_child=1 2 3 -5 8 6 18 -9 9 10 -12 -13 14 -15 -16 17 -18 -19 -20 leaf_value=0.01236237397284836 0.011647164598515707 -0.0332147611497891 -0.024059658090253313 0.01065105606214593 0.025284594128061486 0.0064437460289938145 -0.013445704531644925 -0.0085354917447057182 -0.0012572961484252937 0.040493536909477205 -0.0051112010966280251 0.010069528639165831 -0.028153457178984449 -0.0032296259067329421 0.012348081099497581 -0.0031975698442856301 -0.00063364973932670231 0.0027370051972681352 -0.028710031581032244 leaf_weight=36.511361993849277 7.3726546056568649 7.9384206822142032 6.0263908281922323 7.3147485237568617 15.138894981704651 31.790792749263346 8.4813960138708371 74.429952040314674 221.34469946101308 12.221724022179844 7.6736048497259608 63.648439548909664 16.203833471983675 137.13300459412858 5.3908953554928294 358.92352171428502 63.755980499088764 134.03483856096864 8.6245190650224668 leaf_count=167 94 127 139 138 156 353 66 418 1262 79 54 424 150 2000 51 1781 295 854 40 internal_value=-0.000865981 -0.00926951 -0.0169384 -0.005264 -0.000652783 -0.00167226 -0.00676718 -0.00398744 0.000862947 0.00280327 0.0232617 0.00128124 -0.00250754 -0.000215646 -0.0177224 -0.000595048 0.00412469 -0.00157157 -0.0225785 internal_weight=1223.96 28.6522 21.2796 13.3411 1195.31 716.552 123.327 106.221 478.755 304.888 19.8953 284.993 173.867 152.272 21.5947 593.226 100.267 492.958 17.1059 internal_count=8648 498 404 277 8150 3974 877 771 4176 1819 133 1686 2357 2156 201 3097 462 2635 106 is_linear=0 shrinkage=0.05 Tree=241 num_leaves=9 num_cat=0 split_feature=0 6 7 0 7 3 3 7 split_gain=1.16035 1.43572 1.20699 1.01915 2.64568 1.20001 3.04274 0.821135 threshold=680.50000000000011 2.5000000000000004 0.89810000000000012 468.50000000000006 0.19615000000000002 8.5000000000000018 9.5000000000000018 0.84960000000000013 decision_type=2 2 2 2 2 2 2 2 left_child=2 -2 3 4 -1 7 -7 -5 right_child=1 -3 -4 5 -6 6 -8 -9 leaf_value=0.035777455553135711 -0.018572037332814536 0.0041405728195470018 0.012112806499005624 -0.0001975717616400065 -0.0059263356104609652 -0.02684923439587418 0.0093005753146124023 -0.011514268000748664 leaf_weight=5.762097451835869 17.863197177648548 10.03805337846279 18.489979282021523 1125.4033963829279 7.7830875818617642 12.868699932470919 9.0788683546707016 15.290794141590593 leaf_count=191 93 49 88 7521 258 202 152 78 internal_value=-0.000463733 -0.0103672 -0.000219783 -0.000428027 0.0127107 -0.000596186 -0.0119239 -0.000363602 internal_weight=1222.58 27.9013 1194.68 1176.19 13.5452 1162.64 21.9476 1140.69 internal_count=8632 142 8490 8402 449 7953 354 7599 is_linear=0 shrinkage=0.05 Tree=242 num_leaves=24 num_cat=0 split_feature=1 7 7 0 0 1 1 0 0 7 1 0 1 2 1 4 3 7 0 7 7 1 0 split_gain=1.35 2.18402 1.95153 1.89789 3.49357 3.2772 1.89795 1.84626 2.79811 2.34694 2.11544 2.55916 2.54876 1.55943 4.25321 1.79644 3.53145 2.06194 1.60317 1.01376 0.941711 0.628166 0.302874 threshold=5.9500000000000011 0.11900000000000001 0.10625000000000001 514.50000000000011 536.50000000000011 6.9500000000000011 8.8500000000000032 529.50000000000011 520.50000000000011 0.5182500000000001 5.4500000000000011 575.50000000000011 5.3500000000000005 3.5000000000000004 7.0500000000000007 6.5000000000000009 5.5000000000000009 0.33785000000000004 541.50000000000011 0.07715000000000001 0.34755000000000008 8.0500000000000025 550.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 19 6 21 -6 -2 8 9 -4 12 -12 -9 14 22 17 -17 -15 -16 -1 -10 -5 -3 right_child=1 13 7 4 5 -7 -8 10 20 -11 11 -13 -14 15 18 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.031573330758185483 -0.0247085590394127 -0.035712970312167101 -0.012816695076605492 0.050664083400895565 -0.01967565686731601 0.019303360998152455 0.0081795328272355246 0.00066772515025659697 0.013601885132880185 0.025238116698244068 -0.002646881650145828 0.015923687235077096 -0.019177697866531396 -0.0083867981203779845 -0.0072934732685733432 0.020789299420605381 -0.017894884724781079 0 0.013076023485702234 -0.00081292445892072816 0.044906661176571515 0.017933244445112923 -0.015928083870543595 leaf_weight=5.7489125961437804 6.4263122854754355 11.790790421888234 11.132629629224544 5.0568045899271983 8.4297779239714163 11.527330305427311 9.5819591498002392 632.06025171279907 6.664668392390011 5.0825485941022626 28.916408091783524 47.636458978056908 15.599050175398586 112.6192254954949 38.274711208883673 20.105900928378109 7.1893696496263138 208.8909657439217 11.735763795673845 5.1035644821822643 5.7535379528999329 5.0175867676734924 6.7760886773467055 leaf_count=86 176 156 163 56 63 80 239 3216 60 58 213 229 98 923 718 209 121 1534 90 52 49 52 43 internal_value=-2.91856e-06 -0.00213329 0.00128438 0.0080596 0.0153412 0.00244702 -0.00540549 0.00160538 0.0138541 0 0.00109577 0.00890085 0.000153206 -0.00328615 -0.0101408 -0.00189905 0.0101511 -0.00296588 -0.00225279 -0.0188186 0.0307443 0.0379052 -0.029931 internal_weight=1227.12 463.423 763.698 46.0398 30.0315 19.9571 16.0083 752.846 28.6334 16.2152 724.212 76.5529 647.659 417.383 68.5774 348.805 27.2953 321.51 50.0105 10.8525 12.4182 10.0744 18.5669 internal_count=8684 4460 4224 666 251 143 415 4086 330 221 3756 442 3314 3794 1007 2787 330 2457 808 138 109 108 199 is_linear=0 shrinkage=0.05 Tree=243 num_leaves=10 num_cat=0 split_feature=0 3 0 0 5 0 0 0 7 split_gain=2.32169 2.0429 0.978897 1.25099 1.95696 0.862741 1.4712 0.360979 0.272324 threshold=677.50000000000011 1.0000000180025095e-35 466.50000000000006 477.50000000000006 6.5000000000000009 488.50000000000006 510.50000000000006 456.50000000000006 0.26155000000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 -2 7 4 -4 8 -7 -1 -5 right_child=1 -3 3 5 -6 6 -8 -9 -10 leaf_value=-0.021329716972717263 0.026536501274562585 0.00033537507281979702 -0.0031084713725875405 -0.0027891093615232784 0.03488508994467393 0.0094682997880786868 0.00013518119743186568 -0.0029310973956572896 -0.020267008729992542 leaf_weight=5.8708188738673908 15.175582364201547 14.551633991301058 6.133221469819544 5.1287749372422677 5.6841467991471291 42.939493279904127 1120.5204282924533 6.1560051320120692 5.4628903632983565 leaf_count=273 80 74 124 127 91 741 6863 144 156 internal_value=0.000726422 0.0143019 0.00037371 0.000527073 0.0160722 0.000352805 0.000491765 -0.013244 -0.0132058 internal_weight=1227.62 29.7272 1197.9 1185.87 11.8174 1174.05 1163.46 12.0268 10.5917 internal_count=8673 154 8519 8102 215 7887 7604 417 283 is_linear=0 shrinkage=0.05 Tree=244 num_leaves=17 num_cat=0 split_feature=7 7 7 0 7 7 0 6 7 4 3 3 0 5 4 0 split_gain=1.87013 3.63536 3.51018 3.4054 1.74952 2.37236 2.48379 1.80685 1.37911 1.36667 3.11371 3.37426 2.77573 1.81692 1.40274 0.294192 threshold=0.42225000000000007 0.42965000000000003 0.41135000000000005 568.50000000000011 0.39795000000000008 0.38745000000000007 594.50000000000011 1.5000000000000002 0.36595000000000005 5.5000000000000009 5.5000000000000009 4.5000000000000009 620.50000000000011 6.5000000000000009 4.5000000000000009 573.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 8 -7 15 -1 10 11 -3 13 -11 -12 -6 right_child=1 9 3 -5 7 6 -8 -9 -10 12 14 -13 -14 -15 -16 -17 leaf_value=0.0016473923623279004 -0.025318292419904433 -0.002827139071043898 -0.0040476230710835776 0.03256179168820398 -0.0077538561340497322 0.0044720902464066995 0.038886023982555376 -0.030226741239871947 -0.0075453206019385904 0.0032900129091716144 -0.024243618591208004 0.011594445435861234 -0.017740957229379805 0.022203208239041077 -0.0059948749413652755 0.0051852662398164141 leaf_weight=491.15458189649507 15.408030296675859 385.93285526148975 9.2971774442121404 16.519960716366768 8.0067780166864413 15.668258020654322 7.4604375958442679 7.8131831008940926 43.373796418309212 94.036756046116352 21.106160199269652 44.240462122485042 12.86954991519451 14.008757612667976 23.57949891872704 7.2988532781600943 leaf_count=4011 98 2018 91 79 83 126 33 47 305 798 155 281 55 184 214 36 internal_value=-0.000125644 -0.00207982 0.00183527 0.0195324 0.00100776 0.00158325 0.0169315 -0.0121565 0.000879425 -0.00142902 -0.00264292 -0.00130893 0.00327979 0.0059692 -0.0150657 -0.0013373 internal_weight=1217.78 611.182 606.593 25.8171 580.776 557.657 23.1287 23.1188 534.528 595.774 474.859 430.173 120.915 108.046 44.6857 15.3056 internal_count=8614 3803 4811 170 4641 4475 159 166 4316 3705 2668 2299 1037 982 369 119 is_linear=0 shrinkage=0.05 Tree=245 num_leaves=19 num_cat=0 split_feature=0 0 1 1 0 4 1 7 7 7 7 1 1 0 7 7 1 0 split_gain=1.5106 1.99865 3.47853 6.20673 2.81328 1.68924 1.61741 2.81503 5.25003 2.98382 2.53169 1.99876 1.58792 1.55774 1.6602 1.38501 1.37164 1.08176 threshold=607.50000000000011 600.50000000000011 2.5500000000000003 3.8500000000000001 597.50000000000011 4.5000000000000009 5.7500000000000009 0.30675000000000002 0.54375000000000007 0.65280000000000016 0.19405000000000003 0.35000000000000003 5.0500000000000007 595.50000000000011 0.45515000000000005 0.48285000000000006 2.0500000000000003 642.50000000000011 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 -4 13 -6 10 -8 -9 -10 -2 17 -5 16 -15 -13 -1 -12 right_child=6 2 3 12 5 -7 7 8 9 -11 11 15 -14 14 -16 -17 -18 -19 leaf_value=-0.011195327555399232 0.016246208655315897 -0.014097036749910908 0.041830459073159659 -0.0094592912110925513 -0.02734908292548547 -0.0032339009364274669 -0.01592250054012042 0.031249503939980102 -0.020924263493013451 0.012658431500053227 0.016902583509608139 -0.010743333277926141 0.011324111170044351 0.027397870464066276 0 -0.0036178093217228086 0.00042511227297835623 -0.00070404610614391446 leaf_weight=25.363667331635952 12.906808659434317 12.091384664177893 14.049199312925337 13.675557121634482 13.691030628979208 16.030697017908096 11.700407803058622 17.162385299801826 12.092808902263643 12.280512303113936 12.148716703057287 129.46774017810822 23.217404156923294 9.8795988932251948 11.738710984587668 152.37895199656487 689.50701093114913 24.22847593575716 leaf_count=143 55 58 65 66 71 84 52 75 51 52 52 563 109 51 63 646 6204 126 internal_value=-0.000698435 0.000497821 0.00898569 0.0147267 -0.000204732 -0.0150337 -0.00328684 0.00469238 0.0108548 -0.00397453 -0.00459499 -0.00550419 0.00344181 0.0004065 0.0133253 -0.00693504 0 0.00533709 internal_weight=1213.61 829.244 63.0335 50.9422 766.211 29.7217 384.367 53.2361 41.5357 24.3733 331.131 318.224 36.893 736.489 21.6183 281.847 714.871 36.3772 internal_count=8586 6914 298 240 6616 155 1672 230 178 103 1442 1387 175 6461 114 1209 6347 178 is_linear=0 shrinkage=0.05 Tree=246 num_leaves=21 num_cat=0 split_feature=7 1 1 3 7 3 4 7 1 1 4 5 3 5 7 4 7 7 7 3 split_gain=2.26693 2.29132 7.8902 2.02719 2.77788 2.71394 1.92403 1.29004 1.24057 1.20265 5.0017 1.73145 0.716205 2.93501 3.55681 2.5189 4.91794 2.48597 2.20206 0.713409 threshold=0.61225000000000007 5.5500000000000007 6.1500000000000012 5.5000000000000009 0.81675000000000009 6.5000000000000009 2.5000000000000004 0.59810000000000008 3.5500000000000003 4.1500000000000012 4.5000000000000009 4.5000000000000009 2.5000000000000004 4.5000000000000009 0.24045000000000002 5.5000000000000009 0.25675000000000003 0.22265000000000004 0.15525000000000003 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 6 19 4 -4 -5 -2 12 -9 10 -8 -11 15 14 -14 18 -17 -15 -1 -3 right_child=1 2 3 5 -6 -7 9 8 -10 11 -12 -13 13 17 -16 16 -18 -19 -20 -21 leaf_value=-0.014300577872334434 -0.011696668178629716 -0.039362595207361489 0.015118998717518227 -0.035722068865452337 -0.010734898133486359 0.0071968137313335847 0.014197462432873925 -0.028811469464983641 -0.0016613537786241046 0.0045772473527818025 -0.0075513113003003798 0.022987546722513554 0.003534288521083197 -0.0053192940911992587 -0.010656307350419836 0.014209639698349633 -0.018072075931540098 0.0035319395823238033 0.0037556519226720738 -0.017334967121016173 leaf_weight=16.870585091412067 11.157111845910547 8.9149181321263331 47.700314891524613 5.3718845760449749 12.19896252453327 7.7659690277650952 66.399672575294971 7.1962119415402439 9.7873640861362201 24.342893920838833 42.35506259649992 29.572232097387314 60.736410476267338 114.25493938010186 152.70650876592845 15.580009869299827 39.782255472615361 252.57002864265814 286.61034218966961 12.781069520860909 leaf_count=112 53 49 315 51 63 78 302 35 90 120 213 170 441 1293 967 118 270 2413 1452 84 internal_value=1.54149e-05 0.00406963 -0.00213187 0.00574145 0.00968173 -0.0112839 0.00747082 -0.00112122 -0.0144057 0.00887945 0.00569011 0.015001 -0.00086059 -0.00194786 -0.00659732 0.00088422 -0.00880774 0.000754487 0.00269181 -0.027942 internal_weight=1224.65 268.56 94.7331 73.0371 59.8993 13.1379 173.827 956.095 16.9836 162.67 108.755 53.9151 939.111 580.268 213.443 358.843 55.3623 366.825 303.481 21.696 internal_count=8689 1498 640 507 378 129 858 7191 125 805 515 290 7066 5114 1408 1952 388 3706 1564 133 is_linear=0 shrinkage=0.05 Tree=247 num_leaves=20 num_cat=0 split_feature=5 7 2 2 3 7 7 7 7 7 0 7 7 0 7 3 7 0 6 split_gain=1.04838 2.48876 5.23701 5.05362 4.63122 2.8767 2.50864 1.83866 1.56217 1.52379 1.28957 2.40273 1.62419 2.09306 3.8087 1.06716 2.96051 2.37972 0.998146 threshold=3.5000000000000004 0.75675000000000014 5.5000000000000009 5.5000000000000009 1.5000000000000002 0.33070000000000005 0.63400000000000012 0.57355000000000012 0.55575000000000008 0.22810000000000002 622.50000000000011 0.79585000000000006 0.87935000000000008 615.50000000000011 0.54655000000000009 1.5000000000000002 0.48285000000000006 649.50000000000011 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 8 9 -7 -6 -5 -1 12 15 13 18 -15 17 -17 -12 -2 right_child=10 2 -4 4 7 6 -8 -9 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 leaf_value=-0.0096354445928109045 -0.0031525112873824522 0.031694880019955012 -0.0094447201050883271 -0.016315908045986548 0.018123403295159803 -0.020799006346394724 0.00059157143810900843 -0.0019111230282040986 0.0033639472591178868 0.008953073186143563 0.018862806380182059 -0.014129569529815781 0.018928456872705886 0.0011769895059836044 -0.030992296474465116 -0.0074693602106428352 0.012969135405544029 0.0006559707128766688 0.00078423020988403205 leaf_weight=22.381735015660524 227.83618475636467 13.567360654473307 15.493501305580137 26.33504331856966 40.541419230401516 71.356919411569834 16.286876261234283 14.968638457357882 14.925975479185579 19.781954012811184 38.535976141691208 14.928566023707388 9.3953319899737817 20.886979937553406 14.963964283466337 38.063955031335354 31.307698950171471 34.081375159323215 539.55671387398615 leaf_count=147 2285 62 71 122 189 384 76 68 68 120 159 64 53 92 63 161 131 153 4174 internal_value=-0.000637648 -0.00347994 0.0100108 -0.00526862 0.0033234 -0.0116886 -0.0168058 0.0126943 -0.00916736 -0.000793052 0.000109431 0.0042486 -0.000687921 -0.000946836 -0.0125912 0.00630113 0.00173678 0.0105107 -0.000380649 internal_weight=1225.2 255.639 29.0609 226.579 96.7711 129.807 87.6438 55.5101 41.261 42.1637 969.557 156.918 812.639 803.244 35.8509 141.989 69.3717 72.6174 767.393 internal_count=8642 1307 133 1174 447 727 460 257 190 267 7335 668 6667 6614 155 604 292 312 6459 is_linear=0 shrinkage=0.05 Tree=248 num_leaves=26 num_cat=0 split_feature=3 0 4 0 1 4 0 0 1 1 7 5 7 0 7 7 7 5 1 3 0 7 1 0 1 split_gain=1.99094 3.61246 2.169 2.18695 4.34302 3.19811 2.95782 1.85761 3.62221 3.01941 1.59642 1.59452 4.03472 3.79631 3.66687 5.3961 3.28119 3.05821 1.47152 2.74492 2.70544 1.42795 1.7556 1.12862 0.451362 threshold=4.5000000000000009 614.50000000000011 6.5000000000000009 496.50000000000006 10.65 5.5000000000000009 517.50000000000011 626.50000000000011 2.0500000000000003 3.9500000000000006 0.42480000000000007 5.5000000000000009 0.49375000000000008 599.50000000000011 0.5182500000000001 0.56535000000000013 0.42225000000000007 3.5000000000000004 1.9500000000000002 1.5000000000000002 629.50000000000011 0.55835000000000012 6.6500000000000012 508.50000000000006 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 2 2 2 left_child=1 11 3 4 5 -2 23 8 -3 -10 -8 12 13 -1 16 -16 -13 -14 19 -9 -20 22 -4 -5 -24 right_child=2 7 21 6 -6 -7 10 18 9 -11 -12 14 17 -15 15 -17 -18 -19 20 -21 -22 -23 24 -25 -26 leaf_value=0.0018835518328503571 0.0064906458220545873 0.031728429068145041 -0.029233561804019894 -0.0011517251883595219 -0.01625735110048547 0.048044924023017681 0.0016281707976005266 -0.01121172452428968 -0.0067629171435767636 0.013285456855674602 0.009932253113667959 0.00057007102097913077 0.0016156435067957197 -0.01266586774021421 0.043414531136355156 0.0034479913434621399 -0.019745397688641527 -0.015060712134257557 -0.015610533755864839 0.0083783614309910128 0.0063890818248358225 0.013979429777420983 0.0044505200877640984 -0.022904252631946925 -0.010264036333833333 leaf_weight=219.08694392349571 8.9727277327328956 14.445433780550955 9.3610583981499094 12.307790342718365 5.8125017359852782 10.315567256882787 126.89770470932126 50.826922550797462 31.186014294624329 43.733551725745201 108.90193536318839 91.062485716305673 34.893333964049816 55.232945576310158 9.9770918842405063 39.044842068105936 24.255129644647241 117.34150398802012 14.588337272405623 26.150481939315796 129.5107869207859 5.0497382958419612 9.0145549308508652 11.831300396472214 9.4521164866164309 leaf_count=1497 190 60 111 199 132 226 972 233 131 187 754 826 187 262 78 277 198 714 61 116 550 66 189 172 218 internal_value=0.000387001 -0.000808965 0.0037853 0.00520287 0.0190658 0.0302334 0.00377711 0.00354353 0.00959103 0.00489511 0.0055102 -0.00310623 -0.00471755 -0.0010631 0.00104905 0.0123874 -0.00379298 -0.0112201 0.00104428 -0.00447043 0.00403519 -0.00814788 -0.0126823 -0.0124992 -0.0029646 internal_weight=1219.25 901.336 317.917 285.04 25.1008 19.2883 259.939 310.442 89.365 74.9196 235.8 590.894 426.555 274.32 164.34 49.0219 115.318 152.235 221.077 76.9774 144.099 32.8775 27.8277 24.1391 18.4667 internal_count=8606 5377 3229 2645 548 416 2097 1338 378 318 1726 4039 2660 1759 1379 355 1024 901 960 349 611 584 518 371 407 is_linear=0 shrinkage=0.05 Tree=249 num_leaves=21 num_cat=0 split_feature=2 5 7 7 4 3 4 3 3 7 7 7 7 4 2 7 7 3 7 4 split_gain=1.89145 2.41876 4.32688 3.72562 2.23363 2.74195 3.45164 2.1426 1.9493 1.70626 1.27097 1.91612 5.38328 3.87548 1.57543 1.15911 0.961111 2.02841 1.22565 0.565186 threshold=5.5000000000000009 3.5000000000000004 0.7209000000000001 0.25435000000000008 4.5000000000000009 2.5000000000000004 5.5000000000000009 1.5000000000000002 1.5000000000000002 0.89810000000000012 0.092750000000000013 0.15775000000000003 0.17805000000000001 5.5000000000000009 3.5000000000000004 0.052450000000000004 0.61225000000000007 1.0000000180025095e-35 0.68060000000000009 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=9 2 3 -2 16 7 -7 -6 -5 10 14 13 -13 -12 19 -16 17 -3 -18 -1 right_child=1 4 -4 8 5 6 -8 -9 -10 -11 11 12 -14 -15 15 -17 18 -19 -20 -21 leaf_value=0.0061904542050502925 -0.017358682337676682 0.0045831557021846102 -0.017540507027370394 0.0032827542044033195 -0.00079697709128836503 0.0024896552389325716 -0.024667739283888726 0.019817371553258897 0.019061739162499619 0.02084522489564973 0.0020917129836620285 0.025750829065484551 0.0015620892445332415 -0.023843480646771966 0.0064090486603738134 0.028237352890631912 0.0085459529821539613 -0.015429134544487431 -0.0092693013144394942 -0.01429529034968746 leaf_weight=5.5289251701906306 11.263887129724024 14.263461947441099 18.411208525300026 36.567423954606056 25.729760885238647 30.290942966938019 17.62588962726295 22.77427014708519 44.811868660151958 11.321748308837412 41.360425777733326 22.779253145679832 750.9161127153784 20.750521760433912 13.969639862887563 12.337040187790988 14.34090470522642 75.583846002817154 24.611971870064735 5.709517446346581 leaf_count=99 54 66 84 168 120 180 122 116 208 53 293 179 5627 249 192 145 64 359 111 170 internal_value=0.00110014 -0.00207982 0.0039107 0.00836893 -0.00506003 0.00064961 -0.00769786 0.00898595 0.0121581 0.00231551 0.00204602 0.00162749 0.00231303 -0.00673421 0.0109494 0.0174882 -0.0093449 -0.0121816 -0.00253555 -0.00412614 internal_weight=1220.95 336.275 111.054 92.6432 225.221 96.4209 47.9168 48.504 81.3793 884.673 873.351 835.806 773.695 62.1109 37.5451 26.3067 128.8 89.8473 38.9529 11.2384 internal_count=8659 1652 514 430 1138 538 302 236 376 7007 6954 6348 5806 542 606 337 600 425 175 269 is_linear=0 shrinkage=0.05 Tree=250 num_leaves=15 num_cat=0 split_feature=1 6 1 0 1 1 0 3 0 0 6 4 5 1 split_gain=2.38399 2.5802 1.45963 2.11504 2.60723 2.01579 1.4439 1.42108 1.33914 1.11215 2.22652 2.20006 0.541505 0.229812 threshold=0.65000000000000002 1.5000000000000002 2.9500000000000006 662.50000000000011 5.4500000000000011 4.7500000000000009 632.50000000000011 1.5000000000000002 562.50000000000011 657.50000000000011 2.5000000000000004 3.5000000000000004 3.5000000000000004 2.4500000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 8 4 5 -4 -6 -1 13 10 -10 -11 -3 -2 right_child=2 12 3 -5 6 -7 -8 -9 9 11 -12 -13 -14 -15 leaf_value=-0.008583827860368945 -0.0023894714664545302 -0.027954737192965973 -0.0011835423649818385 0.017780644207425245 0.0022706733080422202 -0.0089788563667740143 -0.012074459439086249 0.014141602390947392 0.010350732547575996 -0.017517015927235171 -0.0049493155545641118 0.0091581238448363422 -0.012361171377086836 -0.016527895791929009 leaf_weight=13.848373621702196 7.0455567650496942 12.057584412395956 284.77490304876119 15.218933150172232 535.11621681507677 117.37335406430066 17.05830454826355 11.716656547039745 124.27759708464146 13.2163342833519 28.22572673112154 15.798437088727949 18.549756407737732 6.2419819999486208 leaf_count=69 57 59 1570 70 4949 782 71 57 564 60 126 73 86 50 internal_value=0.000180317 -0.00978272 0.000673243 -0.000116842 -0.000425807 -0.00348776 0.00179744 0.00178347 0.00461153 0.00576317 0.00747259 -0.00300471 -0.0193524 -0.0100731 internal_weight=1220.52 56.1724 1164.35 969.542 954.323 402.148 552.175 25.565 194.806 181.518 152.503 29.0148 30.6073 13.2875 internal_count=8643 271 8372 7442 7372 2352 5020 126 930 823 690 133 145 107 is_linear=0 shrinkage=0.05 Tree=251 num_leaves=16 num_cat=0 split_feature=7 3 7 0 0 5 0 1 5 3 7 7 0 0 0 split_gain=1.56834 2.25786 1.77222 1.49593 3.52979 1.4849 1.37678 3.53763 2.57021 2.95465 2.18609 2.1325 1.04672 0.910699 2.81498 threshold=0.10625000000000001 6.5000000000000009 0.092750000000000013 518.50000000000011 538.50000000000011 7.5000000000000009 599.50000000000011 1.5500000000000003 2.5000000000000004 5.5000000000000009 0.57630000000000015 0.87935000000000008 514.50000000000011 548.50000000000011 506.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 6 7 -2 10 -10 -8 -9 -3 14 -7 right_child=5 12 -4 4 -6 13 8 11 9 -11 -12 -13 -14 -15 -16 leaf_value=-0.025728938503409383 0.019413520066041457 -0.0037750083329098592 -0.037244664929627649 0.025532521194207819 -0.015824412438387354 0.02528956847683024 5.8686614849107487e-05 -0.0020378519953518684 0.002246032697160328 0.024388355714292556 -0.020185340746004365 -0.027362654122081238 0.024274955497056151 0.028036832911797045 -0.016624057673795403 leaf_weight=8.4575128741562384 18.142497949302197 6.3216795008629543 6.6717727733775964 6.8710706532001522 13.914027627557514 7.192747041583063 30.657870337367058 669.32180232927203 392.10428653657436 14.756390452384947 21.948235750198364 7.4635944366455069 5.0586384143680334 6.0024067014455786 6.7845607157796621 leaf_count=207 88 178 74 72 118 157 139 5498 1726 66 99 46 56 38 77 internal_value=-0.000479038 -0.00931092 -0.0154168 -0.00920454 -0.00137881 -0.000111485 -0.00035498 -0.00176165 0.0017609 0.0031192 -0.00851321 -0.00236447 0.0092432 0.0130653 0.00485935 internal_weight=1221.67 47.2947 35.9144 29.2426 20.7851 1174.37 1154.39 694.928 459.467 406.861 52.6061 676.785 11.3803 19.9797 13.9773 internal_count=8639 705 471 397 190 7934 7662 5632 2030 1792 238 5544 234 272 234 is_linear=0 shrinkage=0.05 Tree=252 num_leaves=20 num_cat=0 split_feature=0 1 3 1 0 6 1 1 6 5 0 0 5 6 1 5 0 0 3 split_gain=1.75405 3.37307 2.35276 1.87222 1.84282 2.01823 1.68926 2.15453 1.44991 1.59914 1.23808 1.22761 1.1956 1.99878 1.14161 1.04763 0.838341 0.832886 0.34691 threshold=589.50000000000011 1.0500000000000003 1.0000000180025095e-35 0.95000000000000007 594.50000000000011 1.5000000000000002 3.7500000000000004 3.3500000000000001 4.5000000000000009 3.5000000000000004 613.50000000000011 591.50000000000011 4.5000000000000009 1.0000000180025095e-35 1.9500000000000002 3.5000000000000004 631.50000000000011 573.50000000000011 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=3 2 -2 -1 5 18 7 14 9 -8 -4 -7 16 -14 -5 -12 -6 -9 -3 right_child=1 4 10 6 12 11 8 17 -10 -11 15 -13 13 -15 -16 -17 -18 -19 -20 leaf_value=0.020922481800779495 0.0044214732446862101 0.011890692458728019 -0.029473696676490049 -0.020125399498660407 -0.0037314316849563485 0.010416020851583399 0.0050816447236335478 -0.014068238459105657 -0.025716690557162244 -0.0036742170369549951 -0.020263468984389466 -0.012728023312020491 -0.0071573778249513558 0.0066824614880089638 -0.0025569620319478427 -0.0033696991325499626 0.0017969006953242842 -0.037987327491276701 0.025061400886311914 leaf_weight=6.5491277500987044 19.235651239752769 16.806737422943119 12.059488296508787 10.685139544308184 168.80629146099091 10.085027486085893 56.849000331014395 11.720808489248158 6.0460010766983023 502.32932857330889 15.783675156533716 10.762385398149489 31.487859413027763 128.29408491402864 51.194498926401138 23.298191078007221 112.85834316164255 7.5205163210630408 13.32395428419113 leaf_count=34 95 86 58 63 766 50 404 88 41 5055 74 55 155 573 312 101 481 46 69 internal_value=-0.00200822 2.92587e-05 -0.0101211 -0.00376955 0.00150764 0.0104171 -0.0040594 -0.0107921 -0.00306693 -0.00276764 -0.0156667 -0.00133883 0.00044626 0.00389643 -0.00594195 -0.0106525 -0.00150011 -0.0250789 0.0184934 internal_weight=1215.7 562.802 70.377 652.894 492.425 50.9781 646.345 81.121 565.224 559.178 51.1414 20.8474 441.447 159.782 61.8796 39.0819 281.665 19.2413 30.1307 internal_count=8606 2563 328 6043 2235 260 6009 509 5500 5459 233 105 1975 728 375 175 1247 134 155 is_linear=0 shrinkage=0.05 Tree=253 num_leaves=23 num_cat=0 split_feature=0 2 7 7 3 0 2 6 3 2 4 7 7 7 4 0 4 7 0 3 0 7 split_gain=1.14434 3.4211 2.75538 3.99453 3.88459 2.32575 1.67711 1.41538 3.82666 2.95517 2.83855 2.37286 1.93635 3.67594 1.84221 1.71907 1.39666 1.20007 2.7783 1.57761 0.458226 0.37341 threshold=550.50000000000011 5.5000000000000009 0.31120000000000009 0.25175000000000008 1.5000000000000002 529.50000000000011 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 4.5000000000000009 0.23085000000000003 0.39025000000000004 0.59445000000000014 4.5000000000000009 557.50000000000011 4.5000000000000009 0.14545000000000002 579.50000000000011 2.5000000000000004 539.50000000000011 0.39025000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 16 -4 -6 -5 8 12 14 11 -10 -2 -14 -9 -12 -1 18 -11 -19 -3 -16 right_child=7 20 4 6 5 -7 -8 9 10 17 15 -13 13 -15 21 -17 -18 19 -20 -21 -22 -23 leaf_value=0.010472459587918023 -0.020418538447123043 -0.039102584859769023 0.024675611706730046 0.011043469839678691 -0.0020784443561152432 -0.01519576302311358 0.039075927052256709 -0.00060048869813097462 -0.005027594531007617 -0.0062119107226169994 -0.016327407844022281 0.019075458551025111 0.015819739043329908 -0.017947240421407148 0.01340308688216117 0.0046363125391984802 -0.0034038610226622018 0.0010987422236848174 0.024319018252235161 -0.003813694540693289 -0.013550868142840348 0.030738955371500062 leaf_weight=21.67418928258121 17.659045405685902 5.423601867631076 8.5088237151503545 18.605534781701866 72.960341617930681 64.265798963606358 7.8845055531710377 12.235830962657927 11.338059313595293 13.894803479313852 10.011444229632614 63.197287410497665 16.250478342175487 14.127655401825903 10.178569711744787 83.355027560144663 88.840395108796656 340.92202427983284 13.876210592687128 310.43969231843948 5.8047769814729691 10.104294851422308 leaf_count=200 93 62 73 287 1142 596 86 67 57 98 90 333 84 69 61 524 1280 1599 66 1689 47 56 internal_value=0.000135604 -0.00257284 -0.00142918 0.00362549 -0.00620745 -0.00832322 0.0206869 0.00100118 0.00453712 -6.95827e-05 0.00810453 0.0153248 -0.0077409 0 0.0144162 0.00218624 -0.000568084 -0.000790731 0.00918458 -0.00123712 -0.0284903 0.0233127 internal_weight=1221.56 293.968 282.74 137.005 145.735 137.226 26.49 927.59 215.939 711.651 167.902 74.5353 48.0372 30.3781 32.5187 93.3665 110.515 679.133 27.771 651.362 11.2284 20.2829 internal_count=8659 3773 3664 1853 1811 1738 373 4886 1250 3636 1004 390 246 153 184 614 1480 3452 164 3288 109 117 is_linear=0 shrinkage=0.05 Tree=254 num_leaves=16 num_cat=0 split_feature=1 1 1 4 3 4 1 4 3 6 6 5 3 3 1 split_gain=1.62829 2.31386 2.06637 5.57813 1.90859 2.27261 2.18529 1.17353 1.14082 3.27902 1.59524 1.00297 1.63139 1.13339 0.883591 threshold=4.3500000000000005 4.7500000000000009 4.2500000000000009 4.5000000000000009 1.5000000000000002 3.5000000000000004 4.6500000000000012 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 6.8500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 7 -4 -2 -6 -7 -1 9 -3 14 13 -13 -9 -10 right_child=1 8 3 -5 5 6 -8 11 10 -11 -12 12 -14 -15 -16 leaf_value=-0.012415584718176812 -0.0037972881600414968 -0.0051633838475473376 -0.042741512226259548 0.0074419180124590161 -0.0053247779978513373 0.026118999136460253 0.0010732836604018055 0.002845778428856588 -0.0013063381563116453 0.029518619140552427 -0.021678800337934252 -0.0060614347882103304 0.0057637779079440414 -0.0052428242170772408 0.0024227608047127846 leaf_weight=22.491781584918499 18.26755602657795 14.088840670883657 9.8493141531944293 10.516072961501775 10.876724690198897 32.034457333385944 12.523990867659448 200.73425120487809 339.47559919022024 11.447026096284388 7.2674057707190505 147.10674290545285 35.058928092941642 53.903413122519851 295.74500706372783 leaf_count=103 87 78 49 66 55 206 84 925 2375 53 41 748 231 288 3233 internal_value=3.03049e-05 0.00150174 -0.00223305 -0.0174588 0.00985154 0.0144254 0.0193673 -0.00151061 0.000559693 0.0107217 0.000131997 -0.000910595 -0.00373926 0.00110016 0.00042307 internal_weight=1221.39 741.727 479.661 20.3654 73.7027 55.4352 44.5584 459.295 668.024 25.5359 642.488 436.803 182.166 254.638 635.221 internal_count=8622 6212 2410 115 432 345 290 2295 5780 131 5649 2192 979 1213 5608 is_linear=0 shrinkage=0.05 Tree=255 num_leaves=26 num_cat=0 split_feature=5 0 0 0 4 7 6 7 7 6 5 0 4 7 7 7 6 0 0 7 7 7 2 7 7 split_gain=2.12144 2.89155 2.50779 2.19879 3.48551 2.13733 2.03926 2.25144 12.8616 4.28073 1.86465 2.15005 1.85079 1.57828 2.36601 2.07954 2.01693 1.86158 1.46395 1.41804 7.01261 1.53524 1.19431 0.995935 0.225153 threshold=4.5000000000000009 521.50000000000011 519.50000000000011 546.50000000000011 4.5000000000000009 0.13060000000000002 1.0000000180025095e-35 0.45725000000000005 0.48285000000000006 3.5000000000000004 5.5000000000000009 540.50000000000011 4.5000000000000009 0.68060000000000009 0.77640000000000009 0.63400000000000012 1.5000000000000002 672.50000000000011 616.50000000000011 0.47715000000000007 0.40855000000000002 0.66125000000000012 3.5000000000000004 0.39025000000000004 0.65645000000000009 decision_type=2 2 2 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 19 4 23 -6 10 9 -9 -8 11 -3 -12 15 18 17 -16 -5 -15 20 -2 -21 -7 -1 -17 right_child=1 6 -4 13 5 22 7 8 -10 -11 12 -13 -14 14 16 24 -18 -19 -20 21 -22 -23 -24 -25 -26 leaf_value=0 0.005533861165662921 -0.021877517308239388 0.03184176063492021 0.0024999985956733828 0.010218036601516104 -0.039982086182188251 -0.00039464441018802698 -0.04998515926361527 -0.0017392075014790787 0.02453048623461172 -0.0026241816686486241 0.0002375082053546195 -0.020821103127169914 -0.020759507936033057 0.016284209116572943 0.020564025488403796 -0.0047875493388990133 0.01768884973322472 -0.0023789627869313817 0.020323492058949951 -0.04147305601123602 -0.008008529312132277 -0.014557931622019307 0.027322271289945511 0.0098364941461214824 leaf_weight=6.7568410541862232 62.233122313860804 12.0230660662055 7.471231833100318 374.42670129984617 5.7442924510687581 6.2241005189716843 221.03896724060178 14.141532022505997 161.90548904240131 17.65024209395051 22.052090836688876 67.605094518512487 42.486341707408428 19.781162783503532 20.605896279215813 18.105798058211803 22.689743250608444 20.533995635807514 24.721925742924213 18.290165147278461 8.0705337580293399 5.4573144065216175 23.915688563138247 5.8045821040868759 14.426486343145369 leaf_count=66 1290 118 79 1905 79 88 1408 104 946 99 149 433 383 113 98 84 101 110 106 312 170 70 263 44 68 internal_value=-8.67976e-05 -0.00201238 0.00569446 0.00215976 -0.00789221 -0.0157966 -0.0034289 -0.00162436 -0.00590339 0.00152228 -0.00853877 -0.00326955 -0.0148146 0.00312795 -0.00291873 0.0043854 0.00526957 0.00334497 -0.0109355 0.00325162 -0.000298154 0.0135501 -0.0210841 0.0138192 0.0163912 internal_weight=1224.16 660.425 101.522 563.737 48.4455 35.8841 558.903 414.736 176.047 238.689 144.167 79.6282 64.5384 515.292 87.7987 427.493 43.2956 394.961 44.5031 94.0511 70.3037 23.7475 30.1398 12.5614 32.5323 internal_count=8686 5561 1921 3125 540 430 3640 2557 1050 1507 1083 551 532 2585 418 2167 199 2015 219 1842 1460 382 351 110 152 is_linear=0 shrinkage=0.05 Tree=256 num_leaves=25 num_cat=0 split_feature=4 3 2 0 6 0 0 2 7 3 7 0 7 7 7 7 3 0 4 7 4 0 7 2 split_gain=1.24768 3.35516 4.71909 4.4765 4.35568 2.19393 5.32663 2.54743 2.17465 3.26354 3.11751 2.77453 7.73396 3.83491 2.31881 2.29788 2.14377 2.79197 2.72585 2.11128 3.01048 1.8931 1.57084 1.51572 threshold=5.5000000000000009 2.5000000000000004 5.5000000000000009 575.50000000000011 1.0000000180025095e-35 627.50000000000011 594.50000000000011 5.5000000000000009 0.32035000000000008 2.5000000000000004 0.38745000000000007 625.50000000000011 0.43175000000000002 0.41135000000000005 0.36595000000000005 0.39795000000000008 5.5000000000000009 584.50000000000011 4.5000000000000009 0.28715000000000007 3.5000000000000004 473.50000000000006 0.41785000000000005 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 5 3 21 -5 6 7 -2 16 11 14 12 -10 -13 -11 -12 19 18 -18 23 -21 -3 -4 -1 right_child=1 2 22 4 -6 -7 -8 -9 9 10 15 13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.014790931032365631 -0.0064197387087280115 -0.012803216670209366 -0.028216891856489502 -0.0021629931349596877 0.034010219658532216 0.015244478106591245 -0.033191494061632638 0.022408103047752894 0.021308812498798173 -0.0089776916501945157 0.018903726898210016 -0.021983501999858449 -0.0014741909915502818 -0.00028284187503255383 -0.031130237695084204 -0.0046096664787194826 0.02129507418438098 0.040041813584293769 -0.0044628298013542726 0.035596574662644855 0.0034879682160370538 0.0063813241171975553 -0.0017226198629395778 0.00011224881159665592 leaf_weight=17.786935808137059 38.607836300507188 13.013823862653224 10.643983760848643 11.239058196544645 27.482458144426346 9.2112137675285322 16.515363112092018 8.4880375228822214 52.303843418136239 37.456368417479098 9.7822575569152814 23.399468943476677 122.1502916328609 126.11587759852409 17.967548939399421 256.26665292587131 17.15310656838119 6.8388427942991248 22.482451416552067 8.6705458611249906 32.786613665521145 145.64411794953048 11.867792516946791 178.88584737572819 leaf_count=176 321 408 79 67 145 40 80 52 274 277 65 101 662 556 137 1664 155 32 273 42 212 1735 70 1066 internal_value=0.000101906 0.00294675 0.00603401 0.00853709 0.0235948 -0.00626313 -0.00964266 -0.000762291 -0.000790284 -0.00239905 -0.00596268 0.0011292 0.0054105 -0.00383575 -0.0166723 -0.00365884 0.00283629 0.0125469 0.00681112 0.000875677 0.0110013 0.00470607 -0.0151296 -0.0012783 internal_weight=1222.76 292.714 219.891 197.379 38.7215 72.8225 63.6112 47.0959 930.047 645.442 321.473 323.969 174.454 149.515 55.4239 266.049 284.604 46.4744 39.6356 238.13 41.4572 158.658 22.5118 196.673 internal_count=8689 2997 2504 2355 212 493 453 373 5692 3736 2143 1593 936 657 414 1729 1956 460 428 1496 254 2143 149 1242 is_linear=0 shrinkage=0.05 Tree=257 num_leaves=23 num_cat=0 split_feature=1 0 0 3 4 1 7 7 0 3 4 7 1 1 3 6 7 0 7 7 0 0 split_gain=0.943875 2.20327 5.54798 5.98076 4.04829 3.2589 2.45786 2.27185 1.81307 1.80245 3.14376 5.08646 2.9486 1.66973 1.47007 5.45981 2.12996 1.22104 1.62831 1.05022 1.022 0.886402 threshold=9.4500000000000011 560.50000000000011 550.50000000000011 5.5000000000000009 5.5000000000000009 5.6500000000000012 0.7380000000000001 0.6412500000000001 562.50000000000011 2.5000000000000004 5.5000000000000009 0.34755000000000008 5.5500000000000007 10.850000000000003 1.5000000000000002 2.5000000000000004 0.62705000000000011 516.50000000000011 0.30210000000000009 0.40295000000000009 477.50000000000006 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 left_child=1 2 6 4 -4 -5 7 -1 13 14 12 -12 -11 17 16 -16 -3 20 -19 21 -2 -15 right_child=8 9 3 5 -6 -7 -8 -9 -10 10 11 -13 -14 19 15 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.00032518317252953031 -0.0074797580668718271 0.0011998386934075882 -0.0014310240958414603 0.064498429938238663 0.027261418567034471 0.01708875596142433 -0.022927794798041846 0.019143245104346993 0.01415311860735104 -0.0094570828054805212 -0.011069205216707128 0.014896330995439022 0.00038717165599189048 0.018348274795691209 0.0084311063097271786 -0.012597817980949916 -0.0090878861764689869 0.0092266890326694294 -0.018583312763654217 -0.014868303507030854 -0.036877130509316784 -0.005871206818919554 leaf_weight=215.94592151464894 5.7869935855269423 178.5711642280221 38.984422877430916 7.397646144032481 16.702575486153364 8.8047679513692838 10.250739611685274 15.069289764389394 8.2192740440368635 209.72532293573022 29.12340072914958 49.181974448263645 117.42412934079766 8.6867296276614088 151.4100099131465 37.618279784917831 68.642357252538204 7.9661993384361294 11.589682448655365 5.4688589703291646 8.9249848853796703 5.154556803405284 leaf_count=2642 161 836 295 58 131 75 86 147 44 1072 176 282 645 214 745 177 313 73 100 93 211 63 internal_value=-0.000353382 -2.43943e-05 0.003545 0.0156342 0.00741579 0.0415166 -8.62006e-05 0.00100024 -0.00632351 -0.00136096 -0.00375912 0.00515835 -0.00591802 -0.00975815 0.000860013 0.00417558 -0.00166166 -0.0162471 -0.00711376 0.00174391 -0.0268439 0.00920406 internal_weight=1216.65 1154.85 313.155 71.8894 55.687 16.2024 241.266 231.015 61.7973 841.697 405.455 78.3054 327.149 53.578 436.242 189.028 247.214 34.2679 19.5559 19.3101 14.712 13.8413 internal_count=8639 7680 3434 559 426 133 2875 2789 959 4246 2175 458 1717 915 2071 922 1149 545 173 370 372 277 is_linear=0 shrinkage=0.05 Tree=258 num_leaves=15 num_cat=0 split_feature=7 2 0 0 0 7 2 7 7 7 0 0 0 7 split_gain=1.15814 1.96108 5.59466 2.70313 2.84094 2.48908 2.17702 1.75926 1.02813 2.36013 1.93608 1.87682 1.61716 0.457055 threshold=0.61570000000000014 3.5000000000000004 546.50000000000011 533.50000000000011 637.50000000000011 0.63100000000000012 5.5000000000000009 0.60860000000000014 0.036350000000000007 0.10625000000000001 481.50000000000006 516.50000000000011 523.50000000000011 0.68060000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 -2 13 5 -5 -6 8 11 12 -11 -1 -10 -3 right_child=1 3 -4 4 6 -7 -8 -9 9 10 -12 -13 -14 -15 leaf_value=-0.0052093023146154646 -0.0072106600103538079 0.0070041489910088548 0.048351771849261982 0.014426547889949643 -0.0035940597932531205 -0.0053978593881832968 0.01669212950652928 -0.02194896312331044 0.0022392685461750466 0.014106501643459538 -0.001358887091266003 0.02847034066121748 -0.021131460351131073 0.027630753844319528 leaf_weight=7.6074281968176347 9.2176432684063929 5.86189005896449 7.2926295921206465 16.494687646627426 19.668881982564926 159.59506082907319 35.618550859391689 9.4532930077984911 9.7666772333905083 19.668368161655962 888.35240565054119 7.0079185478389263 23.839152008295059 9.2305694017559272 leaf_count=211 110 60 39 86 84 850 162 65 221 472 5968 62 218 79 internal_value=-0.00071038 0.00221798 0.0184056 0.00104342 -0.000312101 -0.00344165 0.00945071 -0.00151448 -0.00128452 -0.00149874 -0.00100325 0.0114086 -0.0143264 0.0208632 internal_weight=1228.68 262.98 16.5103 246.47 231.377 176.09 55.2874 965.695 956.242 941.627 908.021 14.6153 33.6058 15.0925 internal_count=8687 1470 149 1321 1182 936 246 7217 7152 6879 6440 273 439 139 is_linear=0 shrinkage=0.05 Tree=259 num_leaves=13 num_cat=0 split_feature=0 0 1 5 0 3 1 1 3 0 0 1 split_gain=2.67375 1.77435 1.79511 2.02467 1.55997 2.54458 1.43008 1.08566 0.938137 0.899343 0.825807 0.151125 threshold=662.50000000000011 464.50000000000006 1.0500000000000003 3.5000000000000004 682.50000000000011 1.0000000180025095e-35 1.6500000000000001 2.3500000000000001 1.5000000000000002 672.50000000000011 616.50000000000011 10.050000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 -3 9 -6 10 -8 -5 -2 -4 -1 right_child=4 2 6 8 5 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.0090791504086671481 0.010736421106775291 -0.023977428957716831 0.021124852599246326 0.0077822932709744851 0.015630669079378285 -0.014438382785977009 -0.0066487640420670891 0.00061613023080732974 -0.0081315526427914852 0.030074126170383044 0.0033610951294716753 -0.026530152014975706 leaf_weight=5.0064168907701951 18.843637838959697 14.688041985034941 11.793668854981663 13.316491991281508 14.373499728739263 11.916713006794451 53.139198608696461 1007.1879876302555 24.656247168779373 10.800136208534239 16.008031100034714 5.1319431932643056 leaf_count=194 83 63 57 57 73 58 258 7316 114 63 66 185 internal_value=0.000430341 -8.84926e-05 0.000100962 -0.00882151 0.011008 0.00178825 0.000545065 0.000241411 -0.00236601 0.0186964 0.011542 -0.0199504 internal_weight=1206.86 1150.93 1140.79 52.6608 55.934 26.2902 1088.13 1060.33 37.9727 29.6438 27.8017 10.1384 internal_count=8587 8310 7931 234 277 131 7697 7574 171 146 123 379 is_linear=0 shrinkage=0.05 Tree=260 num_leaves=16 num_cat=0 split_feature=0 0 3 6 0 7 6 7 3 6 7 3 2 0 7 split_gain=1.25034 3.07999 4.64331 2.0485 1.07916 2.05761 3.37392 2.09372 1.15541 1.36616 1.13818 1.02045 2.76959 1.186 0.157795 threshold=481.50000000000006 500.50000000000006 5.5000000000000009 1.0000000180025095e-35 521.50000000000011 0.28245000000000003 1.0000000180025095e-35 0.61570000000000014 1.5000000000000002 1.0000000180025095e-35 0.6190500000000001 5.5000000000000009 3.5000000000000004 466.50000000000006 0.24335000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 -2 -4 5 6 -3 -7 9 -6 -10 14 13 -13 -1 right_child=1 4 3 -5 8 7 -8 -9 10 -11 -12 12 -14 -15 -16 leaf_value=0.01035906361490016 -0.040038200695443088 0.036980506215115207 0.021452940065317051 -0.016343504688926615 -0.0051521414115586039 -0.008760686882867328 0.0016100565154898447 0.018777812447943146 -0.0026078693259045408 0.0038693139184859515 0.0019499152689103243 -0.00024622689471370091 -0.023457506089298759 0.029140093409759121 0.028496073273636808 leaf_weight=5.229751913808288 11.305427459999921 10.417283577844502 6.3136116415262205 5.9758909316733479 50.865657009184361 27.386721896007657 17.477366078644991 8.0819501020014268 670.73368233069777 213.34812468662858 170.00029867142439 5.8865885897539574 5.9535285672172895 6.2172592831775546 5.0987529326230288 leaf_count=121 276 149 136 132 279 391 246 73 4298 1012 929 218 136 118 122 internal_value=-0.000518589 -0.000773051 -0.0182883 0.00285097 -0.000399704 0.00588563 0.0158149 -0.00200578 -0.000769654 0.0021008 -0.0016791 0.00965867 0.00186298 0.0155386 0.021479 internal_weight=1220.29 1191.91 23.5949 12.2895 1168.31 63.3633 27.8946 35.4687 1104.95 264.214 840.734 28.3859 18.0574 12.1038 10.3285 internal_count=8636 7921 544 268 7377 859 395 464 6518 1291 5227 715 472 336 243 is_linear=0 shrinkage=0.05 Tree=261 num_leaves=10 num_cat=0 split_feature=1 3 7 0 5 7 1 7 1 split_gain=1.244 1.33054 1.44077 4.12818 1.79397 1.50652 1.19965 0.987988 0.87158 threshold=11.65 8.5000000000000018 0.13060000000000002 584.50000000000011 4.5000000000000009 0.14005000000000004 6.3500000000000005 0.30465000000000003 8.8500000000000032 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -4 -3 -8 -7 right_child=-2 6 5 -5 -6 8 7 -9 -10 leaf_value=0.016699710143193703 -0.018626013018169862 -0.02802690506807036 -0.017620562627892727 0.035970721675764893 -0.0028839166757075266 0.00051585029935849404 0.0066103425909998167 -0.016481407431513356 -0.005229988381777107 leaf_weight=14.643563525751231 7.8861810257658354 6.6022042166441706 11.059886870905755 9.6998440846800786 44.650915069505572 1037.0468322010711 9.5353321619331854 7.1335633024573317 69.430103663355112 leaf_count=148 211 104 86 47 581 6378 175 143 778 internal_value=9.11309e-06 0.00015 0.000390808 0.00735018 0.00206635 -4.05654e-05 -0.0114324 -0.00336243 0.000146394 internal_weight=1217.69 1209.8 1186.53 68.9943 59.2945 1117.54 23.2711 16.6689 1106.48 internal_count=8651 8440 8018 776 729 7242 422 318 7156 is_linear=0 shrinkage=0.05 Tree=262 num_leaves=15 num_cat=0 split_feature=0 0 0 0 2 6 0 0 6 2 0 0 6 0 split_gain=1.62811 3.43498 2.00602 1.0057 1.22451 1.15014 1.18354 1.13165 0.915547 0.846964 0.837624 0.940762 1.1459 0.775047 threshold=645.50000000000011 648.50000000000011 640.50000000000011 661.50000000000011 5.5000000000000009 1.5000000000000002 681.50000000000011 654.50000000000011 1.5000000000000002 6.5000000000000009 637.50000000000011 626.50000000000011 1.5000000000000002 466.50000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 10 4 -3 6 -5 -6 -4 -7 11 13 -13 -1 right_child=1 3 8 5 7 9 -8 -9 -10 -11 -12 12 -14 -15 leaf_value=-0.01284693262713601 0.028197860650373052 -0.013467246103271286 -0.0044834568660036943 0.024784903792127735 -0.0075420258042020894 -0.0062611430196696438 0.0020786502722625641 0.011058519014053107 -0.023571606664846419 0.0095978739076122161 0.0090687204874684482 -0.012810744585176503 0 -0.00048413006431970347 leaf_weight=11.890405723825095 13.047311469912527 17.888712614774704 13.817229688167574 12.118354916572573 13.859965562820436 19.755291387438774 11.486093312501906 16.910773083567619 13.066023156046866 13.153253614902495 19.776753306388855 35.333935096859932 32.256378531455994 976.6665039723739 leaf_count=425 54 74 57 63 57 92 60 70 54 68 82 149 133 7245 internal_value=-0.000597186 0.00494631 -0.00119992 0.0017763 -0.00339083 0.00629389 0.0144726 0.00254928 -0.0144528 2.62263e-05 -0.000851021 -0.0010499 -0.00672083 -0.000650715 internal_weight=1221.03 118.22 1102.81 105.172 48.6595 56.513 23.6044 30.7707 26.8833 32.9085 1075.92 1056.15 67.5903 988.557 internal_count=8683 538 8145 484 201 283 123 127 111 160 8034 7952 282 7670 is_linear=0 shrinkage=0.05 Tree=263 num_leaves=13 num_cat=0 split_feature=0 1 6 5 0 5 7 7 3 0 0 7 split_gain=2.97866 1.69723 1.15791 1.13605 1.10483 2.47805 3.31625 2.35492 1.52749 3.40375 1.81642 0.515995 threshold=466.50000000000006 0.15000000000000005 2.5000000000000004 3.5000000000000004 510.50000000000006 5.5000000000000009 0.14865000000000003 0.18045000000000003 4.5000000000000009 519.50000000000011 529.50000000000011 0.22035000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 -2 5 6 -3 -7 10 -10 -6 -1 right_child=1 4 -4 -5 8 7 -8 -9 9 -11 -12 -13 leaf_value=-0.0093926563682924704 -0.0067446696829176079 -0.036939786258869449 0.023895947787868466 0.013299226317045729 0.011412782736379636 0.029988459332163427 0.0043701084289208434 0.0047674331512787427 -0.026096190328623717 -0.0022910582240208573 8.3825928083344081e-05 -0.035424389033466307 leaf_weight=5.0069591412320715 11.546104393899443 5.6388731524348286 10.707865253090857 14.875124737620352 36.048021053895354 13.264868608675895 16.938057282008231 29.558430975303054 15.096912380307911 244.84637931361794 810.00672490149736 5.4686613832600415 leaf_count=183 59 123 51 72 372 260 316 537 228 1819 4391 210 internal_value=2.85374e-05 0.000273153 0.0106553 0.00443115 -6.04681e-05 0.00619907 -0.00686465 0.0132 -0.000440391 -0.00378748 0.000585327 -0.0253206 internal_weight=1219 1208.53 37.1291 26.4212 1171.4 65.4002 22.5769 42.8233 1106 259.943 846.055 10.4756 internal_count=8621 8228 182 131 8046 1236 439 797 6810 2047 4763 393 is_linear=0 shrinkage=0.05 Tree=264 num_leaves=13 num_cat=0 split_feature=0 0 1 2 1 2 1 3 4 0 0 1 split_gain=1.18561 0.89447 2.3302 1.60593 2.6817 1.39525 1.05693 1.02101 1.7017 1.02014 0.559205 0.0829807 threshold=466.50000000000006 495.50000000000006 7.2500000000000009 3.5000000000000004 9.2500000000000018 2.5000000000000004 9.1500000000000004 8.5000000000000018 5.5000000000000009 565.50000000000011 454.50000000000006 6.9500000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 -2 4 -4 11 -5 9 -9 -7 -1 -3 right_child=1 5 3 6 -6 7 -8 8 -10 -11 -12 -13 leaf_value=-0.0013649894157348951 -0.015200727085789493 -0.008315127955848791 0.047674794793352133 -0.01352339327573422 0.0039461658729221822 -0.0019777682776035404 0.014149567230848627 0.0025266278951576347 -0.02928647617552381 0.0012788724432605848 -0.024328040816016288 -0.022764951065738795 leaf_weight=5.1346366037614626 7.2015731232240787 5.0962594971060735 6.3813350908458251 5.4572269832715374 7.5793032376095653 342.16407167352736 6.3529934771358967 8.2863295711576921 6.7676324229687443 799.50014896318316 6.2863766839727759 5.2923316527158022 leaf_count=254 182 48 131 110 158 3201 134 118 107 3933 164 67 internal_value=1.58758e-05 0.000178911 0.00817743 0.0152209 0.0261191 -4.95851e-05 0.000914743 0.000117485 -0.0123972 0.000297584 -0.0153479 -0.017468 internal_weight=1211.5 1200.08 32.9724 25.7709 13.9606 1167.11 11.8102 1156.72 15.054 1141.66 11.421 10.3886 internal_count=8607 8189 715 533 289 7474 244 7359 225 7134 418 115 is_linear=0 shrinkage=0.05 Tree=265 num_leaves=15 num_cat=0 split_feature=1 0 7 0 1 0 1 0 1 7 1 1 7 7 split_gain=0.805121 2.03031 2.17425 1.20213 1.19551 1.8785 1.53491 2.5083 1.77478 1.94272 1.52928 1.50061 0.499848 0.0580907 threshold=10.750000000000002 525.50000000000011 0.16800000000000001 480.50000000000006 10.050000000000002 537.50000000000011 9.2500000000000018 516.50000000000011 9.0500000000000025 0.36385000000000006 8.6500000000000004 9.7500000000000018 0.30925000000000008 0.37345000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 6 13 8 12 10 -10 -1 -9 -8 -6 right_child=1 -3 3 -5 5 -7 7 11 9 -11 -12 -13 -14 -15 leaf_value=-3.1279176731745534e-06 0.022844573647134311 0.032554710896678406 0.0030576131936034846 -0.028535356797136913 -0.027836578516540866 0.0099070828039786885 -0.018972224260280238 0.0094652540995992917 0.00067060316287548705 -0.036257807049896777 0.012091062590485719 0.036519946021754561 0.0010025155749193203 -0.012070743637895516 leaf_weight=1110.7193564139307 5.5144236534833935 5.8020282387733451 5.0870710127055627 5.1212645452469587 6.9761901022866386 5.5266722217202178 5.1294457437470538 17.431003242731098 6.6493551265448314 6.0034304680302739 25.74799622874707 7.5586516335606566 5.3110791267827153 5.0085026044398546 leaf_count=7195 131 50 128 91 140 37 125 121 72 63 272 56 107 85 internal_value=0.000361337 0.00973136 0 -0.0134775 0.000181447 -0.0124192 0.00038226 0.0104873 5.75027e-05 -0.0178571 0.000276873 0.0189312 -0.0091746 -0.02307 internal_weight=1223.59 21.5248 15.7228 10.2083 1202.06 17.5114 1184.55 35.4302 1149.12 12.6528 1136.47 24.9897 10.4405 11.9847 internal_count=8673 400 350 219 8273 262 8011 409 7602 135 7467 177 232 225 is_linear=0 shrinkage=0.05 Tree=266 num_leaves=11 num_cat=0 split_feature=0 1 6 0 0 1 6 0 4 6 split_gain=1.68313 1.00786 1.40489 2.51934 4.77219 1.36287 4.18869 2.50869 1.32659 0.992186 threshold=694.50000000000011 0.15000000000000005 2.5000000000000004 629.50000000000011 612.50000000000011 6.6500000000000012 1.5000000000000002 627.50000000000011 3.5000000000000004 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 9 5 4 -4 7 -7 -3 -5 -1 right_child=-2 2 3 8 -6 6 -8 -9 -10 -11 leaf_value=0.018982986321286723 -0.016426692230534893 0.003836762164600964 -0.0023742928433864315 0.018365835705864985 -0.026260552119961589 0.0014545918665700536 -0.012844143918352806 -0.0035917096749029155 0 0.0010172856979647003 leaf_weight=13.669958740472795 13.621151000261305 557.3814840791747 112.32042016740888 15.152402490377424 24.947843536734581 228.15346609614789 64.844874007627368 141.19100216776133 24.090243712067604 17.724224545061588 leaf_count=64 75 3580 745 64 105 2618 598 601 104 82 internal_value=0.000423408 0.000632446 0.000386379 -0.00370436 -0.00691019 0.00112261 -0.00172585 0.00232523 0.00727828 0.00933895 internal_weight=1213.1 1199.48 1168.08 176.511 137.268 991.571 292.998 698.572 39.2426 31.3942 internal_count=8636 8561 8415 1018 850 7397 3216 4181 168 146 is_linear=0 shrinkage=0.05 Tree=267 num_leaves=19 num_cat=0 split_feature=3 7 7 4 7 7 1 3 1 6 0 0 4 0 0 7 3 7 split_gain=2.85299 2.54804 3.56781 2.41054 6.55651 2.00999 1.70029 2.41227 2.53041 2.28063 1.74133 3.48075 2.72218 1.65122 2.15775 1.24493 1.23342 1.06678 threshold=1.5000000000000002 0.16800000000000001 0.22575000000000003 4.5000000000000009 0.40075000000000005 0.26155000000000006 9.4500000000000011 7.5000000000000009 9.6500000000000004 1.5000000000000002 501.50000000000006 492.50000000000006 5.5000000000000009 508.50000000000006 513.50000000000011 0.30465000000000003 4.5000000000000009 0.34210000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 5 -5 -4 10 8 -8 -10 11 12 -2 16 -15 -9 -12 -13 right_child=6 2 3 4 -6 -7 7 15 9 -11 13 17 -14 14 -16 -17 -18 -19 leaf_value=-0.025903658020631954 -0.022678858008787793 0.020802173601650625 -0.021799414923716828 0.0075382978417944989 -0.021013305347655074 0.00049395035769768197 -0.040816477810789953 0.025736764057030799 0 -0.02657676493397464 -0.03111188343595931 0.015161353261954825 0.013437923953328622 0.022158431195797478 0.0015182119539373172 -0.0037541731151093313 -0.00071159540053332946 0.047006136464685579 leaf_weight=12.098780104890464 7.4768977696076062 13.583747021853922 9.8045183867216092 29.670243995264173 57.525209713727236 152.32431402057409 5.6851343708112827 6.4383475417271239 30.126054824795574 9.8909161733463389 5.6282705292105657 7.6749841570854169 12.549769349396227 11.908226339146493 840.65611556917429 5.98150375764817 7.5212531145662069 5.8982377219945192 leaf_count=81 174 70 46 160 305 703 77 128 495 127 78 138 352 162 5326 110 116 92 internal_value=0.000165745 -0.00430909 -0.00320199 -0.00460764 -0.011266 -0.000948928 0.00145943 -0.00673865 -0.0120686 -0.00696705 0.00200172 0.0130237 -0.000245669 0.00155363 0.00183798 0.0119397 -0.0153561 0.0316185 internal_weight=1232.44 275.007 262.908 249.324 87.1955 162.129 957.436 58.122 45.7021 40.017 899.314 33.5999 20.0267 865.714 852.564 12.4199 13.1495 13.5732 internal_count=8740 1365 1284 1214 465 749 7375 937 699 622 6438 756 526 5682 5488 238 194 230 is_linear=0 shrinkage=0.05 Tree=268 num_leaves=23 num_cat=0 split_feature=5 7 6 7 3 7 0 3 0 7 7 0 3 3 7 5 0 0 6 0 7 0 split_gain=2.13465 2.94611 3.03493 1.77338 1.77784 3.38524 3.2191 1.64609 1.62297 2.63288 1.77855 1.57881 1.42593 3.45605 2.71671 1.41101 1.33106 1.58513 3.09547 1.46858 1.2033 0.0338959 threshold=6.5000000000000009 0.73205000000000009 1.5000000000000002 0.77120000000000011 6.5000000000000009 0.16485000000000002 578.50000000000011 4.5000000000000009 589.50000000000011 0.56860000000000011 0.39795000000000008 553.50000000000011 4.5000000000000009 5.5000000000000009 0.22035000000000002 5.5000000000000009 590.50000000000011 619.50000000000011 1.5000000000000002 566.50000000000011 0.30465000000000003 547.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 12 4 8 15 -7 11 9 -1 -10 -4 14 -14 -2 -6 19 -18 -19 21 -9 -5 right_child=1 -3 7 16 5 6 -8 20 10 -11 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 -23 leaf_value=-0.0012353917866019255 -0.04098079087605809 -0.040854733504494742 -0.0013820216646372695 0.0036376487082769582 -0.025922364826955414 0.017496372333866701 -0.0086477992101913984 0.0088253749272898894 0.0047810779987784054 -0.011042809088718089 -0.0013509719882940014 0.027037822919952964 0.018660901851643399 -0.013737903521182615 -0.0090055819735315023 0.0032207565120937012 0.022329652830361497 0.020311605552196254 -0.0082627825986808772 -0.015347230817609601 -0.021228127940128377 0.01087080653947403 leaf_weight=380.46083637420088 8.3785663899034244 5.1517193764448157 7.1470280066132608 7.5079867541790026 8.689671856351195 51.485839303117245 14.226447448134421 5.5174372335895878 195.84482562541962 82.999006506521255 293.52114774286747 12.054861947894095 11.220457781106232 24.025236989371479 28.142649563960731 6.442258793860673 20.595082350075245 16.38076888024807 19.697580799460411 10.841608166694639 5.7066175546497107 7.1143831610679626 leaf_count=3174 104 40 76 58 126 640 78 65 892 626 1339 66 144 438 270 111 92 74 86 58 64 46 internal_value=-0.000377015 -0.00707925 -0.00494871 0.000269048 -0.000291079 0.00677417 0.0117165 0.00801457 -0.000902259 -0.00302252 0.00109763 0.0166675 -0.0105479 -0.00305552 -0.0173712 -0.0137745 0.0072969 0.011517 0.00477399 -0.00198674 -0.00653221 0.00794751 internal_weight=1223.15 107.345 102.193 1115.81 1033.67 80.8442 65.7123 30.4259 952.826 463.46 489.366 19.2019 71.7669 35.2457 36.5212 15.1319 82.1374 56.6734 36.0783 25.464 11.2241 14.6224 internal_count=8667 1267 1227 7400 6986 955 718 271 6031 3800 2231 142 956 582 374 237 414 252 160 162 129 104 is_linear=0 shrinkage=0.05 Tree=269 num_leaves=17 num_cat=0 split_feature=7 7 7 7 1 1 7 7 2 7 5 7 1 1 7 3 split_gain=0.585769 3.42197 2.31655 2.51583 1.79198 1.79447 2.73247 2.56189 1.69437 2.67517 1.62166 3.16429 3.67057 1.37877 2.00243 1.36008 threshold=0.30465000000000003 0.29885000000000006 0.32575000000000004 0.32035000000000008 0.45000000000000007 8.2500000000000018 0.27175000000000005 0.26155000000000006 5.5000000000000009 0.30925000000000008 6.5000000000000009 0.7380000000000001 3.5500000000000003 4.3500000000000005 0.48545000000000005 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 8 -1 6 -6 -7 9 -2 13 12 -12 14 -4 -15 right_child=2 -3 10 -5 5 7 -8 -9 -10 -11 11 -13 -14 15 -16 -17 leaf_value=-0.019893573957001504 -0.038140564010590211 0.028009684109593883 -0.0078250462693971491 -0.035863470296058707 0.0040536308077833176 -0.011640426265309516 -0.0098194550544500533 0.016715521569049645 0.0094678735391668951 -0.00087614128973917405 0.025989283668478198 -0.042974308870031105 -0.010247339966496899 0.013105518741266373 0.00011830918957550729 0.00075335350377776257 leaf_weight=10.131545573472975 6.5925523079931798 10.125642063096164 124.7124064154923 8.605251666158436 252.41075598634779 51.044731833972037 40.157693007029593 8.371022117789833 10.520398080348967 14.09581719432026 7.1772118508815756 5.2073257435113183 46.183216642588377 22.743842132389545 211.73414146155119 393.30039648152888 leaf_count=48 57 73 632 73 1833 750 281 111 53 128 40 39 548 112 1023 2844 internal_value=-0.000949406 0.00069415 -0.00167427 -0.0133095 -0.000130923 0.000478509 0.00210543 -0.00735208 -0.00601503 -0.0141924 -0.00108127 -0.00902734 -0.00489294 -0.000445014 -0.00282574 0.0014704 internal_weight=1223.11 372.241 850.873 39.814 362.116 351.984 292.568 59.4158 31.2088 20.6884 811.059 58.5678 53.3604 752.491 336.447 416.044 internal_count=8645 3096 5549 311 3023 2975 2114 861 238 185 5238 627 588 4611 1655 2956 is_linear=0 shrinkage=0.05 Tree=270 num_leaves=23 num_cat=0 split_feature=7 7 1 7 1 1 7 1 1 4 7 3 7 7 7 1 1 7 7 4 7 5 split_gain=1.48221 2.47361 2.26848 2.02139 1.79179 1.5537 1.44769 3.14628 3.37457 3.00483 1.54243 2.49377 5.19781 2.4904 2.4785 1.75001 1.32249 1.85332 1.25987 2.60231 1.17962 0.772266 threshold=0.68060000000000009 0.77120000000000011 3.2500000000000004 0.91920000000000013 4.1500000000000012 5.5500000000000007 0.33785000000000004 2.3500000000000001 0.15000000000000005 3.5000000000000004 0.30465000000000003 4.5000000000000009 0.31325000000000008 0.29885000000000006 0.31775000000000003 0.35000000000000003 6.1500000000000012 0.83830000000000016 0.35465000000000008 4.5000000000000009 0.35955000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 21 16 -4 -6 10 8 -8 -10 13 12 -12 15 -13 -1 17 -3 19 -9 -20 -2 right_child=1 3 4 -5 5 -7 7 18 9 -11 11 14 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 leaf_value=-0.021687407861831209 -0.0085399774956560186 -0.0070730770770211799 -0.034456181032288438 -0.016227616431176279 0 -0.018544311123842121 0.011181670399201043 0.030702799530747889 -0.027016473794360493 -0.0048833285359655629 -0.029965969262426534 -0.0029239084695936203 0.00691444562275512 0.0226165225425939 -0.044746721860052151 -0.0010652654985489774 0.016806892759895855 0.011153418786044998 -0.01637927958883606 0 0.0028216548483730088 0.0082587001204467349 leaf_weight=9.6466164067387563 10.680427476763727 31.672313749790192 10.663738662376998 13.087952420115469 18.380046680569649 29.58349724393338 19.42902772128582 11.312351142987611 21.610014736652374 51.980070874094963 12.290670038200913 6.692183515056966 32.766988857649267 9.8391252756118757 7.6886829002760351 350.61182559560984 15.699493296444414 23.278932213783264 7.0804412914440027 16.070541023276746 484.23458468727767 15.301934756338595 leaf_count=46 48 155 56 62 105 221 96 66 95 246 80 78 207 73 108 2997 94 112 59 146 3407 75 internal_value=-0.000681781 -0.00502013 -0.0110023 0.00102376 -0.0163815 -0.0116392 1.89827e-05 0.00158502 -0.00681916 -0.0117249 -0.00219815 -0.00961422 -0.0034693 -0.000970942 -0.0270649 -0.00168981 0.00447122 0.00062017 0.003112 0.0134055 0.00250208 0.00110747 internal_weight=1209.6 168.348 84.6096 83.7387 58.6273 47.9635 1041.25 611.717 93.0191 73.5901 429.536 59.4385 45.0577 370.098 14.3809 360.258 70.6507 54.9512 518.698 27.3829 491.315 25.9824 internal_count=8632 928 505 423 382 326 7704 4115 437 341 3589 473 287 3116 186 3043 361 267 3678 212 3466 123 is_linear=0 shrinkage=0.05 Tree=271 num_leaves=14 num_cat=0 split_feature=1 3 3 1 4 5 1 5 1 4 2 3 1 split_gain=0.971707 2.93909 0.937875 0.740233 1.94986 2.14711 1.47751 2.73915 1.45764 2.14187 1.13393 1.03601 0.717267 threshold=10.850000000000003 6.5000000000000009 3.5000000000000004 9.6500000000000004 6.5000000000000009 4.5000000000000009 9.2500000000000018 4.5000000000000009 9.0500000000000025 5.5000000000000009 3.5000000000000004 3.5000000000000004 8.5500000000000025 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 6 5 -5 8 -8 12 -10 -7 -9 -1 right_child=1 -3 -4 4 -6 10 7 11 9 -11 -12 -13 -14 leaf_value=0.00044081145037349224 0.010836222604879861 0.034539398858249547 -0.014906637189459193 0.010155053161899123 0.017049460224172128 -0.0020046407091394458 0.036590762941069992 -0.014970436485416001 -0.032645342623006217 0.0066562596445065084 -0.0280971285791854 0.010087796079400944 0.007722553023428079 leaf_weight=1103.609701807145 5.2626808509230631 7.3047286570072165 6.953257454559207 6.8993675634264973 5.9390942044556132 6.6023479048162725 7.1496738418936756 5.5794231891632071 6.9439984001219255 5.3308370392769575 13.894524754956363 9.9940762184560281 34.029078573919833 leaf_count=7156 67 135 164 61 136 120 49 51 66 69 164 130 353 internal_value=0.000706728 0.0115078 -0.00345738 0.000518362 -0.00670467 -0.0124494 0.000733494 0.0130932 0.000473749 -0.0159847 -0.0204092 0.000447049 0.000669605 internal_weight=1225.49 19.5207 12.2159 1205.97 33.3353 27.3962 1172.64 22.7232 1149.91 12.2748 20.4969 15.5735 1137.64 internal_count=8721 366 231 8355 481 345 7874 230 7644 135 284 181 7509 is_linear=0 shrinkage=0.05 Tree=272 num_leaves=18 num_cat=0 split_feature=7 1 1 1 5 1 5 0 7 7 3 1 7 7 7 0 5 split_gain=1.8139 2.61126 1.84355 2.99118 2.48611 5.85001 2.39652 5.07477 3.66851 2.16131 1.79799 1.60823 3.90212 2.0378 0.918788 2.54297 0.190388 threshold=0.30465000000000003 0.35000000000000003 0.35000000000000003 4.2500000000000009 4.5000000000000009 4.6500000000000012 5.5000000000000009 576.50000000000011 0.19615000000000002 0.28245000000000003 8.5000000000000018 9.3500000000000032 0.56265000000000009 0.31325000000000008 0.47415000000000007 642.50000000000011 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 -1 6 9 -6 7 -4 -8 -5 11 13 -13 -3 -2 -16 -12 right_child=1 10 3 4 5 -7 8 -9 -10 -11 16 12 -14 -15 15 -17 -18 leaf_value=-0.017190695722116553 0.022092417707143625 -0.019453018012078525 -0.016885338057703272 -0.0096595486795839416 -0.03195141010032413 0.0056324893123298383 0.043161359526673965 0.01261491007002637 0.0035278709361821776 0.014482549385204583 -0.029856718408806507 -0.024845840798544287 0.011813169257290694 -0.0015839571637531902 0.022751357389720828 -0.008886261695679968 -0.01051684012657309 leaf_weight=11.040851362049578 11.503422297537325 15.379869125783442 18.20056464150548 79.457772523164749 10.019561445340512 166.13860839558765 11.194083865731956 59.067896209657192 12.151537697762249 9.4310207236558181 5.2675541974604112 21.799537941813472 9.7187788924202305 747.16855307389051 10.086935125291349 13.734644547104834 5.0456447033211589 leaf_count=53 55 112 130 565 77 1865 68 269 64 63 96 303 109 4578 44 74 119 internal_value=-0.000853673 -0.00214906 0.00201868 0.00265763 -0.000119536 0.00329827 0.0099519 0.0054753 0.0237295 -0.00690985 -0.00274313 -0.00245081 -0.0133725 -0.00197591 0.0109439 0.00468572 -0.0226028 internal_weight=1216.41 839.705 376.702 365.661 265.047 176.158 100.614 77.2685 23.3456 88.8888 804.38 794.067 31.5183 762.548 35.325 23.8216 10.3132 internal_count=8644 5490 3154 3101 2570 1942 531 399 132 628 5317 5102 412 4690 173 118 215 is_linear=0 shrinkage=0.05 Tree=273 num_leaves=18 num_cat=0 split_feature=2 1 1 1 1 5 7 5 4 7 1 1 6 1 7 7 7 split_gain=0.857679 1.61331 2.27247 2.15272 1.87504 2.09317 1.51561 3.38758 1.03032 0.854242 3.82491 1.24884 3.60666 5.62563 4.29603 2.32953 2.02304 threshold=3.5000000000000004 8.5500000000000025 11.050000000000002 7.5500000000000007 7.1500000000000012 6.5000000000000009 0.19925000000000001 5.5000000000000009 5.5000000000000009 0.04080000000000001 7.8500000000000005 6.0500000000000007 1.0000000180025095e-35 6.1500000000000012 0.54375000000000007 0.89810000000000012 0.73205000000000009 decision_type=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 -3 -8 -5 10 -2 15 14 -14 -13 16 -11 right_child=9 2 -4 8 -6 -7 7 -9 -10 11 -12 12 13 -15 -16 -17 -18 leaf_value=0.0061531103369830585 -0.014013161949400645 0.035988050323059372 -0.0081296216671100287 -0.0015814274294385787 0.028075918047934419 -0.018424904662509945 -0.012754403762682246 0.02818311739125362 -0.027708788643539924 0.0025975067356152461 0.042538096554597407 0.011827986014274421 -0.038270365363640479 -0.0030354238135058649 -0.011992949556550409 0.020981351432439566 -0.0063677205568987262 leaf_weight=56.929522489197552 5.0422212034463865 9.8941107438877243 8.0068824337795359 8.3095512762665731 7.1457046475261441 9.1432563569396716 7.8526261057704714 10.802434442564843 6.8991011036559931 645.96424108557403 5.0014312341809273 80.076289373449981 10.962872724980114 234.62101931031793 23.621616178192198 15.129411585628985 68.48640988022089 leaf_count=477 65 175 202 112 94 126 102 186 149 3533 74 767 77 1831 198 71 342 internal_value=0.00158527 0.00550243 0.0142069 0.00172945 0.005366 0.00245343 0.0207037 0.0109244 -0.0147203 0.00112644 0.0149967 0.000978913 -0.00146839 -0.00477741 0.00629128 0.00215779 0.00172342 internal_weight=1213.89 124.983 36.5561 88.4271 73.2185 66.0728 28.5492 18.6551 15.2087 1088.91 10.0437 1078.86 349.282 245.584 103.698 729.58 714.451 internal_count=8581 1623 665 958 697 603 463 288 261 6958 139 6819 2873 1908 965 3946 3875 is_linear=0 shrinkage=0.05 Tree=274 num_leaves=9 num_cat=0 split_feature=1 0 0 0 1 0 3 3 split_gain=2.08354 1.54774 3.33415 1.42436 2.93772 2.09327 1.17361 1.1565 threshold=11.050000000000002 473.50000000000006 479.50000000000006 573.50000000000011 4.6500000000000012 622.50000000000011 6.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 left_child=1 6 -3 4 -4 -5 -1 -2 right_child=7 2 3 5 -6 -7 -8 -9 leaf_value=0 -0.029274598687744881 0.030610750886983725 0.0099008640917837218 -0.0037456546103148631 -0.00014688131465563596 0.0018064794501538766 -0.030838065242280693 -0.0012437008814972044 leaf_weight=5.7166004003956896 8.7463625981472415 7.7554617132991543 89.434755431488156 465.74211131036282 367.09535691980273 264.6637789234519 6.2608965830877423 6.6836921330541363 leaf_count=155 189 127 662 2376 3659 1144 197 134 internal_value=-0.000560787 -0.000315502 -0.000124624 -0.000355257 0.00182789 -0.00172727 -0.0174926 -0.0182517 internal_weight=1222.1 1206.67 1194.69 1186.94 456.53 730.406 11.9775 15.4301 internal_count=8643 8320 7968 7841 4321 3520 352 323 is_linear=0 shrinkage=0.05 Tree=275 num_leaves=18 num_cat=0 split_feature=3 7 7 6 7 7 7 1 1 1 6 3 1 7 7 7 1 split_gain=2.52988 3.26955 3.79248 3.42864 2.16155 2.93532 2.42517 2.40762 7.8049 2.56061 1.45619 2.6925 1.70489 1.43601 1.94485 1.44424 0.558021 threshold=1.5000000000000002 0.20535000000000003 0.30210000000000009 1.5000000000000002 0.48285000000000006 0.48795000000000005 0.47715000000000007 4.6500000000000012 4.3500000000000005 9.9500000000000011 2.5000000000000004 2.5000000000000004 8.5500000000000025 0.35195000000000004 0.39025000000000004 0.33070000000000005 4.2500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 -3 6 -6 10 8 -7 -9 12 -12 -2 15 -15 -4 -1 right_child=4 2 13 -5 5 7 -8 9 -10 -11 11 -13 -14 14 -16 -17 -18 leaf_value=-0.0098578219519888655 0.0025358254278128119 -0.0020733818641808974 -0.0015343992761488838 0.029466795065539127 0.032481378097457013 0.0044093888847202131 -0.026943868811851575 -0.0010274985679661914 0.038896555377141498 0.023491716429341551 -0.019297109360124458 0 -0.0057004178382810793 0.011863301557660402 -0.004721885448971932 -0.026206364120834977 -0.029834465008359679 leaf_weight=8.0265494808554667 430.59195719659328 16.867998462170362 11.056160252541305 15.809462070465086 8.4290112517774087 130.73903429508209 7.2882988993078461 183.72278535179794 17.920519180595875 10.292637759819625 24.58212299272418 62.244625352323055 72.303395160008222 18.595679633319378 171.7481907941401 13.449214477092026 11.751011865213512 leaf_count=42 3300 92 61 71 54 655 56 1361 98 128 126 427 1079 88 834 64 80 internal_value=0.000530141 -0.0037514 -0.00212096 0.0134593 0.00174519 0.00485249 -7.89131e-05 0.0040658 0.00883226 0.000361413 0.000289693 -0.00564126 0.00133278 -0.00456517 -0.00302193 -0.0157677 -0.0228324 internal_weight=1215.42 267.304 247.527 32.6775 948.114 351.104 597.01 342.675 148.66 194.015 589.722 86.8267 502.895 214.849 190.344 24.5054 19.7776 internal_count=8616 1332 1210 163 7284 2296 4988 2242 753 1489 4932 553 4379 1047 922 125 122 is_linear=0 shrinkage=0.05 Tree=276 num_leaves=22 num_cat=0 split_feature=1 1 6 0 1 2 6 4 4 0 1 0 1 1 0 6 0 0 0 0 1 split_gain=1.56915 3.57788 2.01679 2.17605 3.25422 3.69806 1.90504 3.13561 4.30604 1.85312 5.46401 1.82616 1.67713 0.999419 2.27431 4.57242 2.32359 1.98477 3.2781 2.31063 0.697765 threshold=6.2500000000000009 6.0500000000000007 2.5000000000000004 619.50000000000011 8.0500000000000025 2.5000000000000004 1.5000000000000002 4.5000000000000009 5.5000000000000009 564.50000000000011 7.1500000000000012 604.50000000000011 6.9500000000000011 3.3500000000000001 554.50000000000011 1.0000000180025095e-35 568.50000000000011 555.50000000000011 569.50000000000011 538.50000000000011 8.1500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 4 11 -6 7 -3 -9 10 -4 -2 -11 17 15 -15 -16 19 -19 -1 -12 right_child=2 6 9 -5 5 -7 -8 8 -10 12 20 -13 -14 14 16 -17 -18 18 -20 -21 -22 leaf_value=0.0061485613753675767 0.0064718516980885338 -0.029173820688707153 -0.036113051795337012 -0.01719946812342384 0.023267812329120591 -0.0071112080033324454 -0.032426368713639971 0.034694757515582909 -0.01849858520822031 0.031381317857634358 0.029427844460534043 -0.012433565468517699 0.0068441152839625805 -0.011270478111115534 -0.014116781903766874 0.012974555262958307 -0.0028307970607376531 0.023263211201361135 0.0004747825137904262 -0.032366343606380049 0.0061910571041456494 leaf_weight=5.8950823731720439 193.22162009775639 8.9187865853309649 6.3131952695548561 15.704559132456778 9.8478888934478146 125.42788491258398 12.647932836785911 6.3634645510464889 6.8421950377523899 13.491358801722528 5.3041608463972798 12.592688485980032 16.073738820850849 28.655934549868107 52.73274352401495 55.132085405290127 324.01782933995128 15.765379190444945 279.89275424927473 8.3256727755069715 9.64101451076567 leaf_count=55 1736 55 58 66 215 1605 85 53 72 65 51 58 84 320 379 517 1619 96 1279 62 102 internal_value=-0.000761409 -0.00204309 0.00175694 0.000402494 0.00127545 -0.00470845 -0.017514 -0.0077392 0.00741987 0.0109778 -0.000121519 0.00523643 0.0188651 -0.00131654 -0.002794 0.00458853 -0.00445689 0.000865084 0.00178111 -0.0167169 0.0160799 internal_weight=1212.81 805.19 407.618 356.795 341.09 135.276 34.7724 22.1244 13.2057 50.8235 21.2584 205.814 29.5651 770.417 460.539 83.788 376.751 309.879 295.658 14.2208 14.9452 internal_count=8632 4592 4040 3680 3614 1820 265 180 125 360 211 1794 149 4327 2835 837 1998 1492 1375 117 153 is_linear=0 shrinkage=0.05 Tree=277 num_leaves=23 num_cat=0 split_feature=1 0 1 0 0 0 1 1 6 1 7 5 5 1 0 7 1 6 7 0 6 6 split_gain=1.44097 3.34988 2.25283 3.25477 5.46122 2.24226 4.93499 2.39801 6.02604 2.42964 2.21778 3.87121 2.87647 2.14682 2.9182 2.11026 2.9613 2.05308 1.55977 1.52022 1.28969 0.827288 threshold=5.4500000000000011 532.50000000000011 5.9500000000000011 626.50000000000011 575.50000000000011 603.50000000000011 6.7500000000000009 6.4500000000000011 2.5000000000000004 11.850000000000003 0.18295000000000003 5.5000000000000009 4.5000000000000009 4.9500000000000011 520.50000000000011 0.30210000000000009 4.2500000000000009 1.5000000000000002 0.32575000000000004 569.50000000000011 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 left_child=1 13 3 4 20 7 17 8 -4 -9 11 12 -3 14 -1 16 -12 -7 -6 -17 -2 -8 right_child=2 10 5 -5 18 6 21 9 -10 -11 15 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 leaf_value=-0.017473074838087761 -0.0068600506147021836 -0.0078695522738409709 -0.00081821015480672038 -0.019137727992368594 0.0077620912449528276 -0.00710484282992822 -0.033430250495977594 0.0040219721229548108 -0.044089505325115567 -0.027257382067109218 0.010161667924976671 0.011082065633968461 -0.038392361630653848 0.036509916370136369 0.021353262669097168 0.0042127704886985697 -0.0077686352859921608 0.019134451104408826 0.030898771224809135 -0.0039616891937201372 0.011143368009431184 -0.012704661294531608 leaf_weight=7.2223103009164396 27.708229324780405 18.733041897416115 60.182853190228343 8.2404351979494077 11.502398341894148 14.777271538972856 13.336214147508146 339.19445201475173 8.3423336911946517 5.2996555068530133 76.219298295676708 11.397396499291061 13.730735704302786 7.6249141395092002 10.665925342589615 64.332315262407064 31.655024267733097 13.003076925873755 29.469295218586922 420.80091888457537 14.182493472471831 11.737720489501951 leaf_count=109 260 105 496 35 56 66 60 3551 63 178 364 71 90 92 88 475 192 56 144 2011 109 51 internal_value=2.89321e-05 -0.00154201 0.00190554 0.00905414 0.0121121 0.000480506 -0.00910318 0.00173804 -0.0067164 0.0034488 -0.00227048 -0.0130057 -0.0216903 0.0158537 0.00531741 -0.00144749 0.00483118 0.00524129 0.0248622 -0.00286097 -0.000530553 -0.0247792 internal_weight=1219.36 662.382 556.976 91.1029 82.8624 465.874 52.8543 413.019 68.5252 344.494 636.869 43.8612 32.4638 25.5131 17.8882 593.008 107.874 27.7803 40.9717 485.133 41.8907 25.0739 internal_count=8722 3597 5125 604 569 4521 233 4288 559 3729 3308 266 195 289 197 3042 556 122 200 2486 369 111 is_linear=0 shrinkage=0.05 Tree=278 num_leaves=16 num_cat=0 split_feature=5 6 0 7 7 7 7 5 0 7 6 3 3 7 7 split_gain=1.58098 1.79079 1.47507 2.14884 1.48888 1.33228 2.52386 1.72356 1.10574 2.48587 1.1039 1.01647 2.07114 0.911894 0.855082 threshold=2.5000000000000004 3.5000000000000004 579.50000000000011 0.39605000000000007 0.67075000000000007 0.51305000000000012 0.36820000000000003 4.5000000000000009 476.50000000000006 0.029700000000000001 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 0.54655000000000009 0.6453000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 -1 -4 13 6 7 -3 11 -10 -11 -2 -13 -5 -7 right_child=1 5 3 4 -6 14 -8 -9 9 10 -12 12 -14 -15 -16 leaf_value=-0.023900688264854832 0.025963390610211252 -0.026990897402384563 0.0089720847331500962 -0.0078111420662174058 0.0011629028040086766 -0.027423627241301925 0.014702734072716262 0 -0.024324092602113753 -0.0018197615651399689 0.0017934340952790524 -0.011171490114491674 0.025595263769307305 -0.027723330882649944 -0.0072092210336163537 leaf_weight=10.403100501745937 7.1835392457433072 9.4595997519791144 20.148535758256912 14.290925994515421 16.262243799865246 10.357622541487219 13.372375525534151 13.148093031719325 8.9388823630288226 290.56410436611623 760.43449448607862 8.7910232888534647 5.2492123190313569 11.688702121376989 13.215989172458647 leaf_count=69 184 49 92 67 74 51 70 84 148 2302 4888 270 146 54 64 internal_value=-0.00013986 0.000314503 -0.00723551 -0.00404465 -0.0104329 -0.0080461 -0.00171086 -0.0118428 0.00078666 0.000549751 0.00078898 0.0118361 0.00302987 -0.0176508 -0.0170489 internal_weight=1213.51 1140.71 72.7935 62.3904 42.2419 59.5537 35.9801 22.6077 1081.16 1059.94 1051 21.2238 14.0402 25.9796 23.5736 internal_count=8612 8256 356 287 195 318 203 133 7938 7338 7190 600 416 121 115 is_linear=0 shrinkage=0.05 Tree=279 num_leaves=19 num_cat=0 split_feature=1 0 5 4 7 1 1 0 1 5 1 7 1 7 7 7 0 1 split_gain=1.75397 1.97276 2.43636 2.95364 3.17542 1.86468 2.26728 1.83756 1.55641 7.27562 4.72575 1.49299 2.35843 1.94882 1.65067 1.15946 0.645583 0.154038 threshold=2.3500000000000001 537.50000000000011 4.5000000000000009 4.5000000000000009 0.13375000000000004 4.3500000000000005 5.4500000000000011 688.50000000000011 9.2500000000000018 5.5000000000000009 8.8500000000000032 0.28475000000000006 1.8500000000000003 0.23085000000000003 0.35465000000000008 0.67490000000000017 601.50000000000011 9.8500000000000032 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 -2 -5 -4 -7 11 10 17 15 13 14 -1 -13 -3 -14 -10 right_child=1 8 5 4 -6 6 -8 -9 9 -11 -12 12 16 -15 -16 -17 -18 -19 leaf_value=-0.0062943300385618368 0.011963206658897885 0.0028383121336411632 -0.021083517544327399 0.010194100447263744 -0.031353493681221985 0.017336145576065661 -0.0017479285287724184 0.011689768607209612 0.020716408543658974 -0.024595488325268158 -0.028872967363660202 -0.018632905911656457 -0.0063990211419489261 0.017972973371454964 -0.0010786352279542797 -0.0024512222377030771 -0.023400326727207547 0.038797782173695103 leaf_weight=19.585129227489233 6.7686178702861062 685.56519456580281 9.8157333228737098 5.0562618793919709 21.429512474685907 16.524769027717412 137.24645902216434 14.925010383129118 9.2753750160336548 7.5507578961551181 11.540532775223253 15.365154147148131 9.3707331791520101 12.726171892136334 78.797192018479109 120.20610517263412 25.969138562679291 8.3755693435668928 leaf_count=101 65 3951 97 79 279 193 2236 81 55 60 85 70 56 59 360 644 112 53 internal_value=0.000111918 0.000900055 -0.00358588 -0.0157226 -0.0231576 -0.00100778 0.000369365 -0.00447377 0.00195707 0.0139804 0.00156359 -0.00605798 -0.00845542 0.00336614 -0.00416134 0.00204095 -0.01933 0.0311845 internal_weight=1216.09 1039.35 196.841 33.2544 26.4858 163.587 153.771 176.739 842.514 25.2017 817.312 161.814 129.502 32.3113 94.1623 805.771 35.3399 17.6509 internal_count=8636 7797 2949 423 358 2526 2429 839 4848 168 4680 758 598 160 430 4595 168 108 is_linear=0 shrinkage=0.05 Tree=280 num_leaves=19 num_cat=0 split_feature=1 0 5 1 0 0 1 0 0 0 0 0 2 1 5 6 0 1 split_gain=0.912227 3.58728 2.96944 1.68918 1.4498 1.89801 0.839208 3.54152 4.52902 3.01325 2.11611 1.61526 1.41042 1.10279 0.884283 3.22279 1.16021 0.752358 threshold=9.8500000000000032 557.50000000000011 5.5000000000000009 10.350000000000003 516.50000000000011 477.50000000000006 7.3500000000000005 539.50000000000011 587.50000000000011 601.50000000000011 561.50000000000011 500.50000000000006 2.5000000000000004 7.7500000000000009 6.5000000000000009 1.5000000000000002 521.50000000000011 6.3500000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 -2 5 -4 11 12 10 -10 -9 17 -8 -14 16 -16 -13 -1 right_child=1 -3 4 -5 -6 -7 7 8 9 -11 -12 14 13 -15 15 -17 -18 -19 leaf_value=-0.029242734262308112 0.005933657771468869 0.03851062613414992 0.018185942107984916 -0.02704619549252938 0.031682077507848766 -0.013260645816670906 0.025215082130880025 -0.0068898638869665033 0.023942491343421295 -0.0092749889905613166 -0.023621505394104257 0.011764321501956309 0.014004391236567264 -0.00075605402783794889 -0.013928917814671522 0.0095849355933030084 0.00065104760784390322 -0.0033091011540523486 leaf_weight=5.593746926635502 5.1807792382314792 6.5246706232428542 9.3573988606222027 10.030578152276574 5.7340579777956 7.8590014716610304 6.4746618233621112 40.671781431883574 13.63393819332123 11.757993340492247 38.42316959053278 23.207973998971283 14.836577540263532 60.028139939997345 38.305920969694853 22.043783674016595 892.02496769092977 6.2171668140217662 leaf_count=126 66 34 244 174 58 167 120 364 72 54 256 276 213 906 312 144 4920 154 internal_value=1.06952e-05 0.00694628 0.000576362 -0.0158321 0.0118675 0.00361668 -0.000254905 -0.00333031 -0.00939742 0.00860273 -0.0152737 0.000321608 0.00442213 0.00224928 0.000557635 -0.00524234 0.000950841 -0.0173057 internal_weight=1217.91 44.6865 38.1618 15.2114 22.9505 17.2164 1173.22 185.826 104.487 25.3919 79.095 987.394 81.3394 74.8647 975.583 60.3497 915.233 11.8109 internal_count=8660 743 709 240 469 411 7917 1985 746 126 620 5932 1239 1119 5652 456 5196 280 is_linear=0 shrinkage=0.05 Tree=281 num_leaves=13 num_cat=0 split_feature=0 0 0 2 2 0 7 7 0 7 5 0 split_gain=1.55107 1.43207 1.41888 1.80328 2.91021 1.39111 1.25534 2.24159 1.98157 0.922358 2.42803 1.78273 threshold=462.50000000000006 530.50000000000011 535.50000000000011 3.5000000000000004 4.5000000000000009 529.50000000000011 0.6412500000000001 0.71110000000000018 477.50000000000006 0.33785000000000004 2.5000000000000004 541.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 -3 -5 6 8 -8 -2 10 -4 -11 right_child=1 2 9 4 -6 -7 7 -9 -10 11 -12 -13 leaf_value=-0.018984631893004839 0.020639063475283086 -0.032820882016639123 0.016770934161717873 0.014400363613017518 -0.021067463316574817 0.029219990001567959 0.034630907767361184 -0.0031059828131320679 0.0010823941586649553 0.016619655140793707 -0.0021113945583776978 0.0016431515479564216 leaf_weight=8.3598132184706611 13.637728951871393 5.8080764487385776 16.957342438399792 10.87066130153835 10.218139998614786 5.2743242215365163 7.9952096212655288 6.3275091983377934 120.49121522251517 19.583250425755978 316.97686737403274 683.85255980491638 leaf_count=352 251 63 82 115 95 48 81 60 1820 175 1887 3667 internal_value=0.00125991 0.00141842 0.000758821 -0.010354 -0.00273423 0.0059182 0.00486688 0.0185185 0.00324587 0.00106146 -0.0010904 0.00209019 internal_weight=1226.35 1217.99 1064.27 26.8969 21.0888 153.726 148.452 14.3227 134.129 1037.37 333.934 703.436 internal_count=8696 8344 6084 273 210 2260 2212 141 2071 5811 1969 3842 is_linear=0 shrinkage=0.05 Tree=282 num_leaves=16 num_cat=0 split_feature=7 1 7 7 5 6 7 2 7 1 7 1 1 7 7 split_gain=1.35083 3.7285 2.15114 5.01087 2.23546 2.09232 2.21035 2.00102 1.6881 1.25296 1.03515 1.79225 1.27686 1.03286 0.332517 threshold=0.071800000000000017 6.1500000000000012 0.21585000000000001 0.22035000000000002 3.5000000000000004 1.5000000000000002 0.19925000000000001 2.5000000000000004 0.16800000000000001 8.0500000000000025 0.029700000000000001 8.0500000000000025 9.0500000000000025 0.45725000000000005 0.15775000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 -4 14 6 -6 9 -7 -5 12 -12 -3 -9 -2 right_child=2 10 3 7 5 8 -8 13 -10 -11 11 -13 -14 -15 -16 leaf_value=-0.023962688649885142 -0.028966108282436166 0.020555096105023776 0.034221066796003903 0.00047687086217522635 0.0029727587056928473 -0.0029496927023775375 -0.018954615314743593 0.00082469761311251648 -0.021456002484997246 0.032534799668571611 0.0068031421316320818 0.044727350733016417 -0.011169611387460946 -0.0024058741345706759 -0.013028676768704665 leaf_weight=5.6130786044523147 9.2358091380447167 5.5379859162494558 9.4203673489391786 5.831371986307202 88.304253112990409 26.040206865407526 12.186902347020803 462.72377953538671 24.415340784937143 6.3171877451241016 6.7935429122298938 6.3249856429174542 5.0672300718724728 525.83831609832123 12.111772563308476 leaf_count=88 59 98 64 75 788 212 114 3235 152 117 85 99 123 3233 66 internal_value=-0.000882467 0.00951982 -0.00115261 -0.000264217 -0.00630064 -0.00404447 0.000103727 -0.00062768 -0.012245 0.0187337 0.0182929 0.027315 0.00530971 -0.000889358 -0.0211352 internal_weight=1211.76 29.3368 1182.43 1010.13 172.294 150.947 100.491 1000.71 50.4555 12.1486 23.7237 13.1185 10.6052 988.562 21.3476 internal_count=8608 493 8115 6724 1391 1266 902 6660 364 192 405 184 221 6468 125 is_linear=0 shrinkage=0.05 Tree=283 num_leaves=15 num_cat=0 split_feature=7 7 2 4 5 5 1 1 1 5 6 6 5 6 split_gain=1.91316 2.87859 1.39724 1.5051 3.61814 2.34264 1.49134 1.23614 2.63029 1.59569 3.44459 1.93672 1.25854 0.54177 threshold=0.45725000000000005 0.45265000000000005 2.5000000000000004 3.5000000000000004 3.5000000000000004 3.5000000000000004 8.3500000000000032 9.8500000000000032 9.0500000000000025 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 -4 -5 -1 8 9 11 -11 -2 -9 -10 right_child=7 -3 3 5 -6 -7 -8 12 13 10 -12 -13 -14 -15 leaf_value=-0.027516180039949309 0.002614938706781898 0.026666840808348215 0.012669185975472137 -0.0047967564600826743 -0.010530486509572218 0.0038179351797060892 0.0017573071815785983 0.025598683427068038 -0.03355020437503281 -0.0004542978508100152 0.02514101481762139 -0.0055766328339760711 -0.0029717674554471385 -0.0086446607021852112 leaf_weight=7.7084601763635856 92.053559590131044 10.220811587758361 21.471512913703918 93.080174731090665 64.936195569112897 479.28994844621047 7.876068377867341 6.8310120757669193 7.0904750330373627 91.975408096797764 14.264667719602583 313.52183678001165 6.6839049467816949 5.1235637310892344 leaf_count=112 574 67 102 535 345 4024 187 77 81 731 84 1667 105 40 internal_value=-0.000219002 0.00152861 0.00110128 0.00146684 -0.00462939 0.00240235 -0.0132066 -0.00245264 -0.0028541 -0.00227004 0.00313811 -0.00370323 0.0118932 -0.024926 internal_weight=1222.13 684.583 674.362 658.778 86.4077 572.37 15.5845 537.544 524.03 511.815 106.24 405.575 13.5149 12.214 internal_count=8731 5372 5305 5006 447 4559 299 3359 3177 3056 815 2241 182 121 is_linear=0 shrinkage=0.05 Tree=284 num_leaves=20 num_cat=0 split_feature=7 1 1 7 0 1 7 7 7 1 1 3 1 0 0 0 1 1 7 split_gain=1.43648 3.13823 3.80025 2.34154 2.32258 3.2389 2.22441 2.82633 2.09097 2.08779 2.42271 2.93749 1.93707 2.98465 1.66045 1.55479 1.29704 1.29486 1.22302 threshold=0.67075000000000007 4.2500000000000009 3.7500000000000004 0.7440500000000001 598.50000000000011 6.1500000000000012 0.61225000000000007 0.59810000000000008 0.59150000000000014 2.2500000000000004 3.1500000000000008 4.5000000000000009 3.0500000000000003 572.50000000000011 539.50000000000011 662.50000000000011 0.95000000000000007 6.8500000000000005 0.087500000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 15 14 5 -5 7 8 18 -8 -11 -12 -9 -14 -3 16 -2 -16 -1 right_child=1 3 -4 4 -6 -7 9 12 -10 10 11 -13 13 -15 17 -17 -18 -19 -20 leaf_value=-0.0082791698459411464 -0.024570998336794894 0.012179948543038721 -0.034762927146899283 -0.014412718833828607 0.022349056561501355 0.015226019298530647 -0.0091558686179292418 -0.038695044696206736 0.023284295620503576 0.035280353524544963 0.0017216751079464421 0.025763357950689292 -0.029700943123945219 0.018725515843994255 -0.0049878340543654982 0.0081389218782788372 -0.0055234284221419832 -0.027715061380220105 0.00093887302710173438 leaf_weight=36.428998754359782 10.822971634566782 8.2166710169985873 12.844841774553059 16.478887185454369 19.944101542234421 18.450596854090691 12.757234074175356 6.5014169141650227 9.2543673356994969 8.9475319087505323 48.276404716074467 16.586811888962984 5.0885837487876397 5.6184064224362373 23.353725660592321 14.582530930638312 45.988447600975633 8.3341505229473096 890.10639187833294 leaf_count=596 47 87 68 107 84 125 59 32 62 41 267 130 71 32 132 74 217 57 6365 internal_value=0.000423244 -0.00369462 -0.01067 0.0024996 0.00916923 0.00109205 0.00114003 0.000433281 0.000817174 0.00876949 0.0120155 0.00824335 -0.0190665 -0.00443356 -0.00654965 -0.00584599 -0.00960086 -0.0117832 0.000562517 internal_weight=1218.58 179.017 84.2388 94.7781 54.8736 34.9295 1039.57 952.998 935.79 86.568 73.8107 64.8632 17.2084 10.707 39.9045 71.394 56.8114 31.6879 926.535 internal_count=8653 998 406 592 316 232 7655 7158 7023 497 438 397 135 103 276 338 264 189 6961 is_linear=0 shrinkage=0.05 Tree=285 num_leaves=18 num_cat=0 split_feature=0 7 7 1 1 0 0 6 0 1 7 0 0 0 6 0 7 split_gain=1.87435 2.81939 2.30559 1.85808 1.72403 1.52395 1.45259 1.45258 5.68057 1.7308 1.12262 0.939061 1.27298 0.740036 1.83078 1.19795 0.474764 threshold=633.50000000000011 0.83830000000000016 0.23800000000000002 3.3500000000000001 10.350000000000003 592.50000000000011 529.50000000000011 3.5000000000000004 604.50000000000011 0.75000000000000011 0.11405000000000001 646.50000000000011 665.50000000000011 645.50000000000011 1.5000000000000002 653.50000000000011 0.60860000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 11 7 -3 10 9 -9 -1 -6 16 -13 14 -5 -15 -4 right_child=2 5 3 13 6 -7 -8 8 -10 -11 -12 12 -14 15 -16 -17 -18 leaf_value=-0.014330652592386596 0.014513710553846879 0.0010619571539963568 -0.011896893563020067 -0.01677422262907018 3.8472524128244529e-05 0.024670016117763711 0.0041346851363149506 -0.023107069635192871 0.013506338940815949 0.00072788729941316731 -0.024991545940291061 0 -0.013119106726110753 0.015823047877809585 0.0075828973604387551 -0.0022199017123043017 -0.025618244058246965 leaf_weight=18.47302957624197 12.529318168759344 12.091946233063938 23.077447012066841 16.429129138588909 5.5204111719504061 16.574604690074921 9.1548815891146642 26.187867883592844 16.337260946631432 907.79950298182666 16.17207177169621 33.402689144015312 40.883349008858204 13.412463352084158 12.712731853127478 23.863788142800331 12.841759115457533 leaf_count=87 54 77 95 69 142 72 73 170 69 6800 331 141 206 55 53 106 53 internal_value=-0.000781183 5.72457e-05 -0.00534185 -0.00685229 -0.000388295 0.0152518 -0.0118352 -6.83301e-06 -0.00893895 0.000407046 -0.0186804 -0.0108053 -0.00731285 -0.000156099 -0.00608383 0.00438533 -0.017499 internal_weight=1217.46 1028.31 189.153 176.623 999.645 28.6666 30.8474 968.798 42.5251 926.273 21.6925 110.205 74.286 66.4181 29.1419 37.2763 35.9192 internal_count=8653 7821 832 778 7672 149 546 7126 239 6887 473 495 347 283 122 161 148 is_linear=0 shrinkage=0.05 Tree=286 num_leaves=25 num_cat=0 split_feature=5 0 0 0 0 1 0 1 1 0 2 0 0 1 2 0 0 5 4 0 4 0 4 0 split_gain=1.37312 2.41195 2.54466 4.58453 5.50793 2.50886 2.13113 2.84897 1.73306 2.29665 1.67598 3.84557 3.93308 1.92281 1.16775 1.95042 3.70865 2.63295 0.905229 0.715926 4.32671 2.63859 0.647277 0.0571613 threshold=3.5000000000000004 575.50000000000011 597.50000000000011 606.50000000000011 618.50000000000011 8.2500000000000018 569.50000000000011 6.1500000000000012 4.1500000000000012 583.50000000000011 5.5000000000000009 567.50000000000011 577.50000000000011 2.3500000000000001 3.5000000000000004 536.50000000000011 493.50000000000006 5.5000000000000009 5.5000000000000009 574.50000000000011 3.5000000000000004 587.50000000000011 4.5000000000000009 552.50000000000011 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 5 8 22 -5 6 7 -1 -3 -10 14 18 -13 -14 15 16 -2 -17 23 20 -16 -21 -4 -12 right_child=10 2 3 4 -6 -7 -8 -9 9 -11 11 12 13 -15 19 17 -18 -19 -20 21 -22 -23 -24 -25 leaf_value=0.00040275161818392247 0.0072928103430887877 -0.0029316092877019911 -0.013266533236061154 0.020387891239529429 -0.004758311988409274 0.012142348374204165 -0.040625807432418233 -0.031395110134829575 0.032119728699515016 0.0025006726032216165 -0.016686206006927651 0.022316162960573569 0.0058238691640605644 -0.0055946895068473921 0.027317428956387536 -0.0032528390474616817 -0.017033569575118934 0.01946971356323584 -0.0061216095913850617 -0.0068349849022309762 0.0031114645366243591 0.0039173984128598096 -0.033131084072261861 -0.032738596742593967 leaf_weight=18.176371540874246 23.685143789742142 15.532251521944998 11.462956160306932 25.308252349495888 125.20532004535198 6.889697751030325 8.0580344796180707 10.174031883478163 12.660762578248979 13.682231448590754 6.5870500765740934 16.327743150293827 48.865088678896427 138.31760258227587 18.778105579316616 36.122406348586082 41.698090052232146 18.305987015366554 8.5629721954464895 75.205736741423607 304.48937572492287 224.61793126165867 10.9853408485651 9.5220228135585767 leaf_count=141 659 81 54 114 551 61 48 91 70 72 64 94 218 640 140 231 561 133 78 452 2979 1056 58 64 internal_value=8.52208e-05 -0.00314442 -0.000924552 -0.00363058 -0.000390424 -0.0137766 -0.0190085 -0.011519 0.00995981 0.0175729 0.000951223 -0.00277926 -0.000451528 -0.00257213 0.00210596 -0.00237682 -0.00816888 0.00451265 -0.0210196 0.00297837 0.00461288 0.00118997 -0.0241991 -0.0278259 internal_weight=1229.22 258.135 214.837 172.962 150.514 43.2981 36.4084 28.3504 41.8752 26.343 971.085 228.182 203.51 187.183 742.903 119.812 65.3832 54.4284 24.672 623.091 323.267 299.824 22.4483 16.1091 internal_count=8710 1341 1000 777 665 341 280 232 223 142 7369 1158 952 858 6211 1584 1220 364 206 4627 3119 1508 112 128 is_linear=0 shrinkage=0.05 Tree=287 num_leaves=20 num_cat=0 split_feature=3 5 7 7 7 1 4 1 7 7 7 3 1 1 7 5 1 7 4 split_gain=0.989152 1.87044 2.42243 1.83831 2.78282 2.36405 2.3463 1.72556 1.18012 4.99478 2.63835 2.38352 2.78358 1.73725 0.997945 0.941649 3.4993 2.09667 0.497491 threshold=6.5000000000000009 6.5000000000000009 0.19925000000000001 0.16485000000000002 0.31120000000000009 8.9500000000000011 4.5000000000000009 5.6500000000000012 0.50155000000000005 0.51305000000000012 0.49375000000000008 5.5000000000000009 5.4500000000000011 6.7500000000000009 0.40075000000000005 6.5000000000000009 7.1500000000000012 0.48545000000000005 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=8 3 -3 5 7 -2 -6 -5 10 18 15 13 -13 -11 -4 17 -17 -1 -10 right_child=1 2 14 4 6 -7 -8 -9 9 11 -12 12 -14 -15 -16 16 -18 -19 -20 leaf_value=-0.0029672319825193691 -0.021501994000713093 0.013891352533129406 -0.033350864319406537 0.0044143427769930185 -0.013826164500090443 0.017133590042285509 0.010324936468283349 0.034848262915292375 0.034281636803107994 -0.00085883838245394677 -0.022261392025370013 0.0023124344456977078 -0.030607649405578991 0.0077125101439191983 -0.0061119176688385268 -0.00594929297312842 0.017109993250203105 0.016029449116514823 0.01430791410397351 leaf_weight=594.12186856381595 10.095844179391859 6.8634582925587919 6.6185505418106905 7.7436329424381283 12.825234860181807 5.1285696784034362 35.362613282166421 14.297020509839056 9.0939372070133704 314.83762879110873 15.339387914165853 11.484984010457994 12.517599086742846 71.587816284038126 8.0059702508151513 37.919955424964428 27.367825749330223 13.833660949021576 9.9460176806896907 leaf_count=3955 143 134 133 58 104 93 405 167 48 1633 97 69 138 541 124 310 406 78 64 internal_value=-0.00064776 0.00391409 -0.00888897 0.00725696 0.0106834 -0.00792499 0.00364504 0.0250285 -0.00109167 0.000955613 -0.00237535 -0.000221887 -0.0151933 0.000731962 -0.0201049 -0.0018825 0.00375374 -0.00250115 0.025332 internal_weight=1224.99 106.941 21.488 85.4529 70.2285 15.2244 48.1878 22.0407 1118.05 429.468 688.583 410.428 24.0026 386.425 14.6245 673.243 65.2878 607.956 19.04 internal_count=8700 1361 391 970 734 236 509 225 7339 2493 4846 2381 207 2174 257 4749 716 4033 112 is_linear=0 shrinkage=0.05 Tree=288 num_leaves=9 num_cat=0 split_feature=0 0 0 0 7 1 0 1 split_gain=1.24218 1.30015 1.00643 2.0551 1.42522 1.19102 2.01053 1.13951 threshold=707.50000000000011 692.50000000000011 492.50000000000006 484.50000000000006 0.17130000000000004 9.8500000000000032 499.50000000000006 11.050000000000002 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 -4 -7 right_child=-2 -3 5 -5 -6 7 -8 -9 leaf_value=-0.016886001547511156 0.019157255241249213 -0.018785737937498045 0.019784401488096504 -0.031643798568686141 0.0048631295446269797 0.014468917096854578 -0.00065864947207616275 -0.0062459694395021947 leaf_weight=10.322785930708053 7.0149079337716094 8.7390712499618513 11.148242768831549 6.6430420875549308 21.156153055373579 24.279652295634151 1111.7902912590653 7.9684047289192668 leaf_count=297 42 43 190 205 517 240 6936 110 internal_value=-0.000444238 -0.000578613 -0.000425471 -0.0083151 -0.00241536 -0.000153816 -0.000433825 0.00916603 internal_weight=1209.06 1202.05 1193.31 38.122 31.4789 1155.19 1122.94 32.2481 internal_count=8580 8538 8495 1019 814 7476 7126 350 is_linear=0 shrinkage=0.05 Tree=289 num_leaves=25 num_cat=0 split_feature=7 7 3 5 5 7 0 0 7 7 0 0 0 0 3 0 7 0 7 0 7 7 0 0 split_gain=1.30693 3.27984 3.24056 2.59201 2.47533 5.93483 4.49198 5.4633 2.42157 2.3694 3.51119 3.37102 3.15996 2.25625 1.7581 1.72626 1.64912 1.47913 1.2665 1.23514 1.21155 1.0781 0.950274 0.726323 threshold=0.61225000000000007 0.52765000000000006 5.5000000000000009 5.5000000000000009 3.5000000000000004 0.52115000000000011 577.50000000000011 589.50000000000011 0.53775000000000006 0.69120000000000015 576.50000000000011 652.50000000000011 527.50000000000011 592.50000000000011 2.5000000000000004 621.50000000000011 0.14275000000000002 629.50000000000011 0.55835000000000012 559.50000000000011 0.84960000000000013 0.81675000000000009 668.50000000000011 573.50000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 8 6 16 14 -8 -3 10 12 15 -2 -12 -1 20 -6 -15 -4 -14 -11 -17 -13 -5 right_child=9 2 18 23 5 -7 7 -9 -10 11 13 22 19 17 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.036687988966698615 0.020432790454153273 -0.027353705810118634 -0.043750397346148225 0 0.0079749307578819047 0.043181933891296154 0.02345677909432441 -0.0049917454311439692 -0.0048477071692826171 -0.0026459660207793687 0.032037509061790335 0.026909330725330118 -0.0019779614208829789 0.0033457592102446284 -0.011864084892526118 -0.004497324655381294 0.0005414638251961864 0.020148773424616483 -0.013454793698491752 -0.023562820531098233 0.010355628426191069 -0.021761939533404995 0.0057428746888410365 0.017316821007174261 leaf_weight=10.628560427576302 9.2477685650810582 13.274093173444269 6.6559278219938305 11.279262475669386 85.336291905958205 7.6821539513766757 19.353161714971066 97.744118742644787 85.007678495720029 81.258029473014176 15.67167644202709 11.296246349811556 15.48512212187052 33.31617759168148 25.544643310829997 22.926447227597237 566.21027757925913 22.173208169639111 10.030552753247319 11.68623750656843 21.89255814999342 15.922129467129706 11.841225937008856 13.012116603553293 leaf_count=71 106 76 85 119 1002 56 103 447 475 514 79 48 123 146 215 95 4287 97 127 73 119 66 61 68 internal_value=0.000412335 -0.000458226 -0.00752247 -0.00454577 0.000754174 0.00209104 -0.00493965 -8.87902e-05 -0.00818266 0.00345936 0.00919785 -0.000281811 -0.00326411 0.0156018 -0.0200832 -0.00322693 0.00153345 0.0103865 -0.0276123 -0.0119458 0.000138404 -0.0120673 0.0169707 0.00971298 internal_weight=1224.48 951.759 139.26 122.573 812.499 659.229 153.27 117.097 98.2818 272.717 107.58 165.137 36.4191 71.1611 36.1732 141.999 651.547 55.4894 16.6865 27.1714 103.151 38.8486 23.1375 24.2914 internal_count=8658 7131 950 738 6181 5345 836 550 551 1527 624 903 302 322 286 794 5289 243 212 196 633 161 109 187 is_linear=0 shrinkage=0.05 Tree=290 num_leaves=20 num_cat=0 split_feature=0 0 2 5 6 0 0 0 0 5 2 0 6 0 4 6 0 3 3 split_gain=1.35185 3.93657 4.85922 1.90534 3.22332 3.32492 6.22596 3.53804 1.87123 1.72521 1.30665 3.53419 1.45592 1.20175 1.04637 1.50919 3.1922 2.05411 0.104587 threshold=560.50000000000011 558.50000000000011 4.5000000000000009 4.5000000000000009 3.5000000000000004 599.50000000000011 603.50000000000011 578.50000000000011 590.50000000000011 3.5000000000000004 5.5000000000000009 547.50000000000011 2.5000000000000004 543.50000000000011 2.5000000000000004 1.0000000180025095e-35 575.50000000000011 3.5000000000000004 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=1 9 -3 14 5 7 -7 -5 -6 13 12 -12 -11 -1 18 16 -16 -17 -2 right_child=3 2 -4 4 8 6 -8 -9 -10 10 11 -13 -14 -15 15 17 -18 -19 -20 leaf_value=-0.024398722856297694 -0.011355374477847194 -0.00037545508788578683 0.05423415679749595 -0.0011814435772844057 0.030406489257045245 0.030136448396622356 -0.0020495168201985835 -0.014363332767783255 0.0020627702731260303 0.0049767517589708937 -0.030305150448762575 0.014528383217625991 -0.0068982121048489055 0 0.027334336578101706 0.0030476659050308976 0.0036797372860828403 -0.005645945710256374 -0.003380681363225778 leaf_weight=8.756528418511154 12.566376388072969 7.600358519703148 7.3224945366382599 97.947082821279764 9.6537644788622874 16.082830771803856 122.73213487863541 107.48446075618267 14.113319113850592 292.31459093326703 8.7273648977279645 7.0227969363331786 27.098686279729009 10.639477472752331 16.470019891858101 276.48281832039356 84.587404437363148 88.785223834216595 10.870159909129141 leaf_count=110 60 60 55 644 53 79 543 596 61 3601 92 54 271 81 104 1281 411 460 49 internal_value=0.000948484 0.00347303 0.0278301 -0.000135906 -0.0028556 -0.00410974 0.0018326 -0.00813877 0.0145402 0.00235843 0.00322073 -0.010342 0.0039353 -0.0117244 0.00189917 0.00243133 0.00781394 0.000911225 -0.00815093 internal_weight=1227.26 369.482 14.9229 857.776 368.014 344.247 138.815 205.432 23.7671 354.559 335.163 15.7502 319.413 19.396 489.762 466.325 101.057 365.268 23.4365 internal_count=8665 4324 115 4341 1976 1862 622 1240 114 4209 4018 146 3872 191 2365 2256 515 1741 109 is_linear=0 shrinkage=0.05 Tree=291 num_leaves=13 num_cat=0 split_feature=1 7 7 1 0 7 7 7 0 1 2 1 split_gain=1.44153 2.91461 4.12893 2.21034 2.01249 1.88668 4.41181 2.32629 1.4083 1.39815 3.20641 2.24416 threshold=8.5500000000000025 0.07715000000000001 0.10255000000000002 6.4500000000000011 580.50000000000011 0.60860000000000014 0.53255000000000008 0.47715000000000007 528.50000000000011 5.8500000000000005 3.5000000000000004 5.7500000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 6 7 -2 -7 11 -11 -4 right_child=4 2 9 -5 -6 8 -8 -9 -10 10 -12 -13 leaf_value=-0.0009301578849594405 0.0007624501386051583 0.030392683778550242 0.00040198580136292745 -0.035446265401009938 0.023722284457464726 0 -0.035202400259959798 0.028167306738395612 0.029552192355428719 -0.015468559120043045 -0.0010806708802367662 0.017481219629574645 leaf_weight=9.0854220166802424 80.31142562488094 10.034246046096085 709.12025953736156 9.3168157674372178 12.341756820678709 6.0712695652618995 7.0317327538505188 7.6340665463358155 9.5858465321362001 43.910057642031461 290.36162316147238 18.803139552474022 leaf_count=126 1176 108 3814 157 60 80 123 83 64 550 2138 123 internal_value=0.000193568 -0.000382576 -3.03367e-05 -0.0195892 0.00530539 0.00301201 0.000233993 0.00348747 0.0185378 -0.000350753 -0.00302608 0.000873399 internal_weight=1213.61 1090.63 1072.23 18.4022 122.976 110.634 94.9772 87.9455 15.6571 1062.2 334.272 727.923 internal_count=8602 7016 6733 283 1586 1526 1382 1259 144 6625 2688 3937 is_linear=0 shrinkage=0.05 Tree=292 num_leaves=15 num_cat=0 split_feature=1 1 0 0 7 6 0 1 7 7 1 7 6 2 split_gain=1.57139 1.47421 2.23059 1.90184 2.18244 1.80841 1.54074 2.40166 1.45549 4.80564 1.88405 1.37619 0.919658 2.03948 threshold=10.350000000000003 4.9500000000000011 591.50000000000011 590.50000000000011 0.60125000000000006 4.5000000000000009 593.50000000000011 4.5500000000000007 0.33785000000000004 0.32835000000000009 9.2500000000000018 0.11405000000000001 1.0000000180025095e-35 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 8 -4 -8 9 -3 -10 -2 -13 -14 right_child=11 5 6 -5 -6 -7 7 -9 10 -11 -12 12 13 -15 leaf_value=-0.001827411464824835 0.0088084152370037951 0.00087430939634073929 0.017846665818669154 -0.028701349678969708 -0.015478284985045729 -0.021086811958284823 -0.00092008678532038736 0.013272437746979532 0.0035240213094043698 -0.03701789978409669 0.017833120840088892 -0.028596463428310816 0.01261923597705299 -0.02193546819474728 leaf_weight=150.74451601784676 6.0802583876065937 228.78284716838971 11.922109335660933 7.6823332309722892 35.821612786501646 7.1767590045928946 350.22433194518089 31.556354597210884 336.03407663200051 7.6800926420837632 24.059801151044667 8.7164715584367531 6.3405977077782145 9.1191145312041026 leaf_count=1034 142 2165 59 39 233 42 1571 146 2498 81 245 170 124 115 internal_value=0.000188134 0.000482024 -0.0012936 -0.00566678 -0.00454365 0.00221878 0.000860298 0.000271553 0.00254234 -0.000486044 0.00454067 -0.0108722 -0.0161737 -0.00755389 internal_weight=1221.94 1191.68 587.951 194.248 186.566 603.734 393.703 381.781 596.557 236.463 360.094 30.2564 24.1762 15.4597 internal_count=8664 8113 3082 1306 1267 5031 1776 1717 4989 2246 2743 551 409 239 is_linear=0 shrinkage=0.05 Tree=293 num_leaves=23 num_cat=0 split_feature=0 3 0 0 3 5 0 1 2 1 0 1 4 1 0 1 0 5 3 0 3 1 split_gain=1.11229 3.30431 4.14663 2.59136 4.58631 4.04572 1.63418 2.00605 1.82384 1.22681 2.1639 2.12378 2.05688 1.71883 1.45266 1.30729 1.14487 0.827199 0.723635 0.672094 0.472729 0.057531 threshold=564.50000000000011 6.5000000000000009 575.50000000000011 556.50000000000011 1.5000000000000002 3.5000000000000004 552.50000000000011 3.4500000000000006 4.5000000000000009 6.5500000000000007 572.50000000000011 6.0500000000000007 4.5000000000000009 7.3500000000000005 568.50000000000011 5.4500000000000011 456.50000000000006 5.5000000000000009 2.5000000000000004 554.50000000000011 3.5000000000000004 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 left_child=3 9 -3 6 -5 -6 7 17 19 11 14 15 -13 -12 -11 -2 -9 -1 -7 -8 -10 -4 right_child=1 2 21 4 5 18 8 16 20 10 13 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.029613726427745853 -0.0009006666785109622 0.040091476005596011 -0.00043536159506124875 0.022611923583793554 0.016178609490677617 -0.0075983459854029253 0.029073432271790035 -0.021232833959073237 -0.011162945245936555 0.0031600234332480647 0.01443035866579933 -0.00031137454943174864 -0.021837743043326467 0.0010677166613194779 -0.01972010586168163 0.0064279374132824715 -0.00053421806402192994 -0.0040837522278030164 -0.025592931587433587 0.0069159459067913535 0.0058348588220589956 0.0044428811288066417 leaf_weight=7.943712465465067 544.31115026399493 10.742492549121382 8.8610143661499041 7.3690857961773863 6.9771638363599768 8.7727078869938833 9.4561410322785431 5.8644758164882651 7.499451629817484 13.244120568037035 49.471073344349861 22.502434015274048 21.918587230145931 47.987428992986679 12.407450966536997 67.476218611001968 290.97674895450473 6.274799183011055 37.706035744398832 7.3301918916404238 6.6160995215177536 10.635873407125471 leaf_count=69 2613 59 48 53 55 68 67 289 57 83 243 110 126 263 74 336 3520 53 313 60 50 59 internal_value=-0.000421203 0.000642301 0.0165873 -0.00256741 -0.0119945 -0.0171845 -0.000845954 -0.00195891 0.00991061 0 0.00456237 -0.000857857 -0.0112901 0.0079792 -0.00804398 -7.50386e-05 -0.00102985 -0.0196843 -0.0225334 0.0206117 -0.00300618 0.00206879 internal_weight=1212.34 809.558 30.2394 402.787 60.825 53.4559 341.962 311.06 30.9019 779.318 123.11 656.208 44.421 97.4585 25.6516 611.787 296.841 14.2185 46.4787 16.7863 14.1156 19.4969 internal_count=8668 4014 166 4654 489 436 4165 3931 234 3848 663 3185 236 506 157 2949 3809 122 381 127 107 107 is_linear=0 shrinkage=0.05 Tree=294 num_leaves=13 num_cat=0 split_feature=5 1 2 6 5 2 5 6 6 3 1 3 split_gain=2.11106 0.909434 2.06799 3.36932 2.7767 1.15859 0.884934 0.928672 0.844485 2.21314 1.47452 0.5836 threshold=1.5000000000000002 1.4500000000000002 6.5000000000000009 1.5000000000000002 3.5000000000000004 6.5000000000000009 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 4.2500000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 8 -7 -8 9 -3 -10 -5 right_child=1 5 -4 11 -6 6 7 -9 10 -11 -12 -13 leaf_value=-0.020758649723999569 -0.010699349140557776 -0.0087883031138790996 -0.018957858898042409 -0.0035675569798997533 0.017774539910577716 -0.00087988075659926684 0.019897568929562629 0.0026668049231692442 0.0042060835103314249 0.00072484326740509283 -0.00050056339678914959 -0.016965341261265296 leaf_weight=11.277712769806383 11.216001234948633 87.116639172658324 18.887427181005478 15.828635603189467 27.533749263733625 18.123767822980881 18.063710384070873 15.130507275462149 242.35241021960974 196.66072135092691 521.2554806927219 20.673516467213631 leaf_count=56 52 565 90 70 126 82 85 67 1222 2019 4037 96 internal_value=-0.000129969 7.81007e-05 -0.0046068 -0.00073788 0.00934524 0.000487884 0.00775091 0.0124974 0.0001202 -0.00219864 0.000990231 -0.011539 internal_weight=1204.12 1192.84 94.1393 75.2519 38.7498 1098.7 51.318 33.1942 1047.39 283.777 763.608 36.5022 internal_count=8567 8511 434 344 178 8077 234 152 7843 2584 5259 166 is_linear=0 shrinkage=0.05 Tree=295 num_leaves=25 num_cat=0 split_feature=5 0 7 1 7 7 1 0 0 1 1 0 7 0 4 0 4 0 4 7 7 7 1 0 split_gain=1.76155 3.09032 2.44121 6.77694 3.01556 4.04314 8.3684 3.77915 4.51026 2.85556 2.34869 2.30802 2.19483 2.49294 6.56737 2.42959 2.29959 3.55481 1.88924 1.78048 0.531667 0.51057 1.28412 1.61428 threshold=5.5000000000000009 509.50000000000006 0.24960000000000002 4.4500000000000011 0.50155000000000005 0.56535000000000013 4.4500000000000011 542.50000000000011 535.50000000000011 4.3500000000000005 3.6500000000000008 599.50000000000011 0.75675000000000014 530.50000000000011 6.5000000000000009 534.50000000000011 5.5000000000000009 603.50000000000011 6.5000000000000009 0.11900000000000001 0.14275000000000002 0.14865000000000003 7.0500000000000007 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 2 left_child=1 21 3 10 7 6 -6 8 -4 -7 -2 -9 13 14 -3 -15 17 -14 19 -5 -20 -1 -23 -24 right_child=2 12 4 18 5 9 -8 11 -10 -11 -12 -13 16 15 -16 -17 -18 -19 20 -21 -22 22 23 -25 leaf_value=-0.029247222072134055 0.012266584850905357 0.0033439115569355825 -0.0066355671517493711 0.0060292480222000448 0.052983053464077584 -0.022119121902409295 -0.0019107197084215013 -0.022900056845996667 0.034369349036520079 0.00017923473556291024 0.048157930257340158 -0.0030826394217940479 -0.0092634022592729594 -0.022132071238736551 0.053136176596340193 0.00081833730640571963 0.0306567750524071 0.014741948946492268 0.0023601620352874221 -0.011261561640612669 0.026032856318645898 -0.0288012350364601 0.015400688441156805 -0.019571538051355759 leaf_weight=5.6692484132945564 11.90123361349106 36.897676829248667 36.702230211813003 20.105970825068653 9.1286591440439242 18.799931874498725 21.352276966907084 56.095919441431761 7.151969362050294 50.603544547222555 8.2401917092502099 21.074282862246037 22.993333853781223 10.701272815465925 7.1891985293477765 756.41262619011104 10.645369134843348 41.848867654800415 5.0697618462145311 48.634477231651545 5.1190338926389813 5.1986165037378695 6.2970029236748797 5.0175903104245663 leaf_count=141 65 394 659 311 48 106 218 401 67 440 54 97 131 107 82 4134 55 182 122 466 97 87 174 84 internal_value=0.000313048 0.00143994 -0.00286672 0.00359901 -0.00579208 0.000597024 0.0155313 -0.0110678 0.00055741 -0.00601828 0.0287702 -0.0176608 0.00191412 0.00114222 0.0125728 0.000463272 0.0100203 0.0061422 -0.00304128 -0.00611852 0.0159643 -0.0165634 -0.0105019 -3.20457e-05 internal_weight=1228.85 908.871 319.979 99.0707 220.909 99.8844 30.4809 121.024 43.8542 69.4035 20.1414 77.1702 886.688 811.201 44.0869 767.114 75.4876 64.8422 78.9292 68.7404 10.1888 22.1825 16.5132 11.3146 internal_count=8722 5571 3151 1115 2036 812 266 1224 726 546 119 498 5085 4717 476 4241 368 313 996 777 219 486 345 258 is_linear=0 shrinkage=0.05 Tree=296 num_leaves=14 num_cat=0 split_feature=0 3 1 2 0 0 0 0 0 1 1 5 2 split_gain=2.07844 3.64232 1.65856 2.09803 2.59685 1.63677 2.58682 2.67991 2.19323 1.84824 1.78756 1.2468 0.871917 threshold=494.50000000000006 4.5000000000000009 9.7500000000000018 3.5000000000000004 475.50000000000006 696.50000000000011 649.50000000000011 646.50000000000011 661.50000000000011 2.9500000000000006 2.3500000000000001 6.5000000000000009 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 6 7 10 12 -10 -2 -4 -8 right_child=5 2 11 -5 -6 -7 8 -9 9 -11 -12 -13 -14 leaf_value=-0.03694093924492016 -0.0049068957233078065 -0.0042586510833856426 -0.030482379492060757 -0.010936257505440795 0.04070741165673486 0.018549984049871779 -0.023946269301500855 0.025433396903899799 -0.0064432396164090496 0.014009752940939405 0.001661923347909437 0 -0.0089755777630500851 leaf_weight=9.0353144085966033 115.19537768140435 5.377050634473564 6.0270938165485841 8.6415624525397998 5.8558463081717491 11.697882726788519 17.19877427816391 10.303857177495955 33.63751432299614 15.215160451829432 935.63237595092505 6.4079466685652733 29.259975001215935 leaf_count=256 544 177 165 197 123 66 71 43 162 72 6432 170 121 internal_value=0.000287278 -0.010588 -0.00218054 0.0065383 0.0201854 0.000685198 0.000484298 0.00119943 -0.00735532 0 0.000933093 -0.0159372 -0.0150108 internal_weight=1209.49 41.3448 32.3095 19.8745 11.2329 1168.14 1156.44 1061.13 95.3114 48.8527 1050.83 12.435 46.4587 internal_count=8599 1088 832 497 300 7511 7445 7019 426 234 6976 335 192 is_linear=0 shrinkage=0.05 Tree=297 num_leaves=6 num_cat=0 split_feature=0 0 0 0 0 split_gain=1.22333 1.10157 1.23916 2.38716 2.51329 threshold=698.50000000000011 682.50000000000011 671.50000000000011 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=-0.00042449992898426847 0.015691191263022628 -0.013526092575518005 0.014415836725946414 -0.022255328048881348 0.025241091358043651 leaf_weight=1160.6105864387937 10.85117097944021 14.896554157137869 13.182297669351099 11.419373244047163 8.6142793148756009 leaf_count=8380 61 67 73 49 40 internal_value=-0.00028383 -0.000444229 -0.000265625 -0.000445841 -0.000209728 internal_weight=1219.57 1208.72 1193.83 1180.64 1169.22 internal_count=8670 8609 8542 8469 8420 is_linear=0 shrinkage=0.05 Tree=298 num_leaves=22 num_cat=0 split_feature=0 5 1 1 0 1 3 0 0 7 1 0 7 7 5 5 1 1 1 1 0 split_gain=2.59592 2.00169 1.98105 1.44716 3.32127 2.70679 1.87375 1.5379 1.34822 1.18558 5.23497 4.2538 2.80966 3.44675 1.3545 0.986054 3.07567 1.56453 1.39482 1.1679 0.174136 threshold=522.50000000000011 4.5000000000000009 7.7500000000000009 8.7500000000000018 470.50000000000006 11.050000000000002 7.5000000000000009 519.50000000000011 574.50000000000011 0.7380000000000001 7.0500000000000007 561.50000000000011 0.54375000000000007 0.43175000000000002 3.5000000000000004 5.5000000000000009 2.6500000000000008 8.6500000000000004 7.2500000000000009 6.6500000000000012 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 left_child=1 2 -1 6 20 -6 7 -3 9 12 11 -11 13 -2 -14 17 -17 18 -10 -18 -5 right_child=8 3 -4 4 5 -7 -8 -9 15 10 -12 -13 14 -15 -16 16 19 -19 -20 -21 -22 leaf_value=-0.0027479742961023824 0.0018182170060740547 -0.0088428985106518004 -0.040631931580414414 -0.009467429713567314 0.017662760539348829 -0.017068835930671083 -0.028548745658902554 0.012882354647174025 0.000743475560378122 -0.02941932949292661 0.040062052027030289 0.020741511875729438 0.012632569371614706 0.014839172653092956 -0.0093809797105789943 0.011825805107845836 -0.0055013306986307145 0.018061656557725177 -0.010527310967868565 -0.019646582323975481 -0.027755891532074747 leaf_weight=6.7901420388370735 228.37397936359048 44.046503624413162 7.1350099081173539 5.0890995627269131 26.469201363623142 6.0583954388275734 9.3785555372014624 8.8653155304491502 568.34105443954468 7.6243119761347788 10.013419859111307 7.2505146116018295 6.895063951611518 64.972325533628464 56.535497328266501 21.587163753807545 67.575195901095867 11.52512691169977 27.824377775192261 18.882295563817024 5.0774211715906858 leaf_count=99 1812 754 142 225 441 126 222 84 2684 61 66 44 47 501 475 98 347 56 147 111 94 internal_value=0.000298883 -0.00668107 -0.0239159 -0.00414378 0.00282351 0.0107286 -0.00896737 -0.00493868 0.00106515 0.00346164 0.0138529 -0.00488782 0.00268609 0.00475979 -0.00675152 -0.00020885 -0.00459227 0.000568552 0.000192322 -0.00883714 -0.0207166 internal_weight=1216.31 118.91 13.9252 104.984 42.6941 32.5276 62.2904 52.9118 1097.4 381.665 24.8882 14.8748 356.777 293.346 63.4306 715.735 108.045 607.691 596.165 86.4575 10.1665 internal_count=8636 2187 241 1946 886 567 1060 838 6449 3006 171 105 2835 2313 522 3443 556 2887 2831 458 319 is_linear=0 shrinkage=0.05 Tree=299 num_leaves=15 num_cat=0 split_feature=7 7 6 7 1 7 7 5 4 1 1 0 1 5 split_gain=1.29503 2.56004 3.12388 2.61386 5.34278 4.64697 2.0245 2.42171 3.06624 2.22816 1.76245 1.72482 1.26587 1.04129 threshold=0.19405000000000003 0.21035000000000001 1.0000000180025095e-35 0.22035000000000002 5.1500000000000012 0.22810000000000002 0.18855000000000002 3.5000000000000004 5.5000000000000009 2.8500000000000001 9.2500000000000018 561.50000000000011 4.7500000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 4 -3 -5 7 12 9 -9 -10 -7 -1 -4 right_child=1 3 13 5 -6 11 -8 8 10 -11 -12 -13 -14 -15 leaf_value=0.0012706582136581953 0.0063140226285344813 0.048717426952294751 -0.039166380856111127 -0.026740198810049839 -0.0046281454605340199 -0.0031478328411279712 0.02404224061441386 -0.01037588228577665 0.00048332534706027559 0.013463121702970707 -0.021070848187578289 0.0016372663473870305 -0.024371582232427292 -0.012568206110461886 leaf_weight=7.5736050494015243 10.534057879820468 7.3176422268152264 8.5290527418255824 15.044280704110859 10.073881752789019 253.28672243701294 11.449134970083831 10.144318237900732 40.297106574755162 81.216369222849607 11.222039371728895 722.53359787166119 10.362335860729216 9.527222444303332 leaf_count=43 87 37 51 104 89 2893 70 55 474 681 231 3609 78 78 internal_value=0.000539925 -0.00012391 -0.014623 0.000296357 0.0189741 -4.52301e-05 0.004542 0.0029828 0.00520356 0.0106783 -0.00442827 0.000388163 -0.0137846 -0.0267905 internal_weight=1209.11 1036.85 28.5903 1008.26 17.3915 990.865 172.265 160.816 142.88 91.3607 51.5191 975.82 17.9359 18.0563 internal_count=8580 6948 216 6732 126 6606 1632 1562 1441 736 705 6502 121 129 is_linear=0 shrinkage=0.05 end of trees feature_importances: risk_score=1293 card_usage_ratio=1292 avg_tnr=1136 query_cnt_3m=458 repay_amt_6m_grade=309 bank_997_cnt_3m=285 income_grade=259 cust_seg2=221 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:[]