lgbm_grid_search_model.txt

tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=560
objective=binary sigmoid:1
feature_names=image_0 image_1 image_2 image_3 image_4 image_5 image_6 image_7 image_8 image_9 image_10 image_11 image_12 image_13 image_14 image_15 image_16 image_17 image_18 image_19 image_20 image_21 image_22 image_23 image_24 image_25 image_26 image_27 image_28 image_29 image_30 image_31 image_32 image_33 image_34 image_35 image_36 image_37 image_38 image_39 image_40 image_41 image_42 image_43 image_44 image_45 image_46 image_47 image_48 image_49 image_50 image_51 image_52 image_53 image_54 image_55 image_56 image_57 image_58 image_59 image_60 image_61 image_62 image_63 image_64 image_65 image_66 image_67 image_68 image_69 image_70 image_71 image_72 image_73 image_74 image_75 image_76 image_77 image_78 image_79 image_80 image_81 image_82 image_83 image_84 image_85 image_86 image_87 image_88 image_89 image_90 image_91 image_92 image_93 image_94 image_95 image_96 image_97 image_98 image_99 image_100 image_101 image_102 image_103 image_104 image_105 image_106 image_107 image_108 image_109 image_110 image_111 image_112 image_113 image_114 image_115 image_116 image_117 image_118 image_119 image_120 image_121 image_122 image_123 image_124 image_125 image_126 image_127 image_128 image_129 image_130 image_131 image_132 image_133 image_134 image_135 image_136 image_137 image_138 image_139 image_140 image_141 image_142 image_143 image_144 image_145 image_146 image_147 image_148 image_149 image_150 image_151 image_152 image_153 image_154 image_155 image_156 image_157 image_158 image_159 image_160 image_161 image_162 image_163 image_164 image_165 image_166 image_167 image_168 image_169 image_170 image_171 image_172 image_173 image_174 image_175 image_176 image_177 image_178 image_179 image_180 image_181 image_182 image_183 image_184 image_185 image_186 image_187 image_188 image_189 image_190 image_191 image_192 image_193 image_194 image_195 image_196 image_197 image_198 image_199 image_200 image_201 image_202 image_203 image_204 image_205 image_206 image_207 image_208 image_209 image_210 image_211 image_212 image_213 image_214 image_215 image_216 image_217 image_218 image_219 image_220 image_221 image_222 image_223 image_224 image_225 image_226 image_227 image_228 image_229 image_230 image_231 image_232 image_233 image_234 image_235 image_236 image_237 image_238 image_239 image_240 image_241 image_242 image_243 image_244 image_245 image_246 image_247 image_248 image_249 image_250 image_251 image_252 image_253 image_254 image_255 text_0 text_1 text_2 text_3 text_4 text_5 text_6 text_7 text_8 text_9 text_10 text_11 text_12 text_13 text_14 text_15 text_16 text_17 text_18 text_19 text_20 text_21 text_22 text_23 text_24 text_25 text_26 text_27 text_28 text_29 text_30 text_31 text_32 text_33 text_34 text_35 text_36 text_37 text_38 text_39 text_40 text_41 text_42 text_43 text_44 text_45 text_46 text_47 text_48 text_49 text_50 text_51 text_52 text_53 text_54 text_55 text_56 text_57 text_58 text_59 text_60 text_61 text_62 text_63 text_64 text_65 text_66 text_67 text_68 text_69 text_70 text_71 text_72 text_73 text_74 text_75 text_76 text_77 text_78 text_79 text_80 text_81 text_82 text_83 text_84 text_85 text_86 text_87 text_88 text_89 text_90 text_91 text_92 text_93 text_94 text_95 text_96 text_97 text_98 text_99 text_100 text_101 text_102 text_103 text_104 text_105 text_106 text_107 text_108 text_109 text_110 text_111 text_112 text_113 text_114 text_115 text_116 text_117 text_118 text_119 text_120 text_121 text_122 text_123 text_124 text_125 text_126 text_127 text_128 text_129 text_130 text_131 text_132 text_133 text_134 text_135 text_136 text_137 text_138 text_139 text_140 text_141 text_142 text_143 text_144 text_145 text_146 text_147 text_148 text_149 text_150 text_151 text_152 text_153 text_154 text_155 text_156 text_157 text_158 text_159 text_160 text_161 text_162 text_163 text_164 text_165 text_166 text_167 text_168 text_169 text_170 text_171 text_172 text_173 text_174 text_175 text_176 text_177 text_178 text_179 text_180 text_181 text_182 text_183 text_184 text_185 text_186 text_187 text_188 text_189 text_190 text_191 text_192 text_193 text_194 text_195 text_196 text_197 text_198 text_199 text_200 text_201 text_202 text_203 text_204 text_205 text_206 text_207 text_208 text_209 text_210 text_211 text_212 text_213 text_214 text_215 text_216 text_217 text_218 text_219 text_220 text_221 text_222 text_223 text_224 text_225 text_226 text_227 text_228 text_229 text_230 text_231 text_232 text_233 text_234 text_235 text_236 text_237 text_238 text_239 text_240 text_241 text_242 text_243 text_244 text_245 text_246 text_247 text_248 text_249 text_250 text_251 text_252 text_253 text_254 text_255 text_256 text_257 text_258 text_259 text_260 text_261 text_262 text_263 text_264 text_265 text_266 text_267 text_268 text_269 text_270 text_271 text_272 text_273 text_274 text_275 text_276 text_277 text_278 text_279 text_280 text_281 text_282 text_283 text_284 text_285 text_286 text_287 text_288 text_289 text_290 text_291 text_292 text_293 text_294 text_295 text_296 text_297 text_298 text_299 emotion_anger emotion_fear emotion_happy emotion_love emotion_sadness
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tree_sizes=2221 2231 2227 2221 2249 2244 2230 2232 2240 2219 2236 2230 2241 2235 2219 2246 2240 2241 2244 2233 2247 2254 2255 2255 2242 2274 2275 2282 2279 2286 2273 2282 2278 2271 2275 2277 2290 2273 2282 2288 2271 2289 2281 2293 2278 2297 2304 2297 2301 2313 2310 2335 2333 2333 2330 2334 2326 2330 2339 2337 2349 2340 2351 2324 2343 2336 2352 2351 2354 2352 2363 2362 2364 2344 2362 2377 2376 2371 2392 2387 2385 2394 2391 2385 2393 2401 2400 2389 2376 2390 2398 2401 2408 2413 2393 2409 2406 2414 2415 2434

Tree=0
num_leaves=20
num_cat=0
split_feature=533 115 142 186 280 427 75 364 408 172 517 216 85 10 530 363 3 456 421
split_gain=156.259 92.297 58.2082 37.3112 33.2817 27.9051 20.9563 20.0522 24.2262 19.909 19.2499 18.7281 18.2619 18.0575 16.914 16.9112 21.5078 15.1037 11.7412
threshold=-0.032004472999999999 0.071156262500000012 0.8759915250000001 0.14936788500000001 -0.010234430499999997 -0.019735379499999997 0.3666499250000001 -0.0092494904999999971 -0.013920103499999998 0.83572215000000016 -0.0091907294999999979 0.90357445000000014 0.0026185768500000006 0.3166566950000001 -0.045233239999999994 -0.019548160999999998 0.019855936000000005 0.018403553500000003 -0.014172780499999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 5 -5 -1 8 11 17 15 -6 -11 14 -4 16 -3 -7 -17
right_child=1 10 13 4 7 9 -8 -9 -10 12 -12 -13 -14 -15 -16 18 -18 -19 -20
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leaf_weight=6.5018387138843554 2.9087173193693152 2.3954142630100277 14.030283540487295 2.7376163005828884 2.395414263010025 7.8706468641757947 1.8821112066507337 21.558728367090225 5.6463336199522001 3.9353234320878974 106.25373266637325 4.4486264884471893 1.7110101878643034 2.2243132442235938 2.7376163005828849 2.7376163005828866 3.7642224133014679 2.395414263010025 9.5816570520400965
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internal_weight=0 180.34 27.3762 55.6078 52.6991 18.65 8.38395 34.0491 12.4904 15.9124 124.733 6.84404 5.64633 18.9922 16.7679 18.4789 6.15964 10.2661 12.3193
internal_count=1214 1054 160 325 308 109 49 199 73 93 729 40 33 111 98 108 36 60 72
is_linear=0
shrinkage=1


Tree=1
num_leaves=20
num_cat=0
split_feature=115 280 417 364 386 398 417 56 388 553 71 136 259 89 382 268 214 169 103
split_gain=100.65 49.7431 26.2884 25.8918 24.0908 17.7731 16.8506 16.7151 19.1495 16.0392 15.3869 16.4047 16.2398 11.401 11.3866 15.6985 11.0938 12.1205 10.1714
threshold=0.13222501500000003 -0.011760257499999998 0.039179327000000007 -0.0092494904999999971 -0.012340231499999998 0.030267453500000003 0.072819640000000005 0.0024037858000000001 0.030350832000000005 -0.045238831999999993 0.048088826000000008 0.65788637000000005 0.087596015000000013 0.028257295500000005 0.018468656500000003 -0.021925018499999997 0.40566854500000005 0.81264752500000015 0.015326073500000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 14 9 -5 18 8 16 -1 11 -6 -12 -8 -4 -16 17 -3 -2
right_child=6 2 3 5 10 -7 13 -9 -10 -11 12 -13 -14 -15 15 -17 -18 -19 -20
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leaf_weight=3.7314027100801495 77.055984765291214 2.0288583189249101 4.9654623121023196 11.957316443324087 5.2340455502271679 1.6125444173812855 1.5252687484025944 25.072616532444954 4.137280359864234 25.781294211745262 7.8391368985176069 2.5129119902849197 2.823448047041893 3.101283848285675 3.274435743689537 2.3141881972551346 12.406082779169081 2.9354982227087021 5.383040562272071
leaf_count=21 499 12 24 73 26 10 10 154 21 121 46 14 14 16 16 13 75 16 33
internal_value=0 0.113189 0.00656551 0.176025 0.2705 -0.00670452 -0.169972 -0.0811976 0.0481581 0.382496 0.0909561 0.305467 -0.0648981 0.201437 0.410969 0.215155 -0.0439429 0.208725 -0.190816
internal_weight=0 118.627 70.7043 24.1239 47.9222 13.5699 87.0656 46.5803 21.5077 29.5127 18.4095 7.74696 10.6626 4.62655 10.5541 5.58862 17.3704 4.96436 82.439
internal_count=1214 656 414 136 242 83 558 278 124 142 100 40 60 26 53 29 103 28 532
is_linear=0
shrinkage=0.2


Tree=2
num_leaves=20
num_cat=0
split_feature=560 53 16 386 297 110 483 179 12 16 28 527 60 482 90 163 1 94 115
split_gain=71.5102 35.1678 21.7595 20.2716 19.1119 16.9862 14.3776 14.0864 13.5419 13.1761 12.4199 13.0075 11.4989 11.2944 11.2295 9.87843 9.9785 9.16578 8.38835
threshold=1.0000000180025095e-35 0.21301492000000002 0.0034597594000000003 -0.0081737129999999974 -0.021090785999999997 0.011985174500000003 0.016193561000000002 1.1247773500000002 0.0065006599500000003 0.0020840763000000003 0.0059965464000000012 0.0046105031500000013 0.035392967000000004 -0.036971409999999989 0.013787322500000003 0.3669410050000001 0.074061515000000008 0.19908717000000004 0.074535508000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 18 9 8 6 -4 10 -2 -3 11 -5 13 -7 15 -10 -17 -11 -1
right_child=1 3 5 7 -6 12 -8 -9 14 17 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.059789083947983636 -0.15288806160066351 -0.25717707676038953 0.28279129669209385 -0.13565507581789193 -0.18526904705485925 0.57667231222390258 -0.14848647292700765 0.57791704367430508 -0.03294856596525416 -0.041491705642837884 -0.25636684538477733 0.4120390319205578 -0.23929767624636433 0.090178830665006482 -0.15315452282694925 -0.12995758093151286 0.39678550050630174 0.36533862908040926 -0.2227062781311272
leaf_weight=16.420304656028748 6.9078233093023327 1.5594201534986485 3.6804672181606319 3.4467538744211179 16.343734011054039 3.9902136325836177 19.336493730545044 1.6645880341529835 4.0101632922887864 2.379717528820037 5.8121702075004578 3.4916096925735474 1.6424449384212492 3.6594334393739687 3.5134029090404502 1.6564785391092289 10.934951737523077 32.031838357448578 54.934236317873001
leaf_count=95 44 10 19 23 108 19 130 10 24 13 37 17 12 20 22 11 53 146 401
internal_value=0 0.11749 -0.123557 0.23113 -0.0145452 0.012616 -0.0795241 0.0307355 0.0887107 0.311437 -0.0406993 0.139962 0.240852 0.343944 0.17168 0.240424 0.327489 0.337204 -0.185215
internal_weight=0 93.7527 103.664 50.3861 43.3666 32.3091 23.017 14.4151 27.0228 35.971 12.7505 6.93836 9.29209 7.64965 20.115 16.6016 12.5914 34.4116 71.3545
internal_count=1214 518 696 256 262 200 149 87 154 169 77 40 51 39 110 88 64 159 496
is_linear=0
shrinkage=0.2


Tree=3
num_leaves=20
num_cat=0
split_feature=115 552 533 246 176 142 136 260 34 220 470 547 255 107 15 251 240 141 517
split_gain=51.6091 23.7177 15.6779 13.4435 11.7499 10.9007 14.6145 9.52333 9.34086 10.5046 9.57425 8.9532 8.71508 8.64701 8.27418 8.21514 7.92596 7.61346 6.86424
threshold=0.13344489000000001 0.014636122000000001 -0.019219093999999996 1.0325138500000002 0.67041875000000017 1.0713691500000002 0.65461143000000022 -0.0034708242999999996 0.42681199500000006 1.1812124000000004 -0.018775962999999996 0.00026645056000000004 1.1914332000000003 0.0016485033500000001 0.018343354500000002 1.0915379500000002 1.0318480500000002 0.79226833500000005 -0.0085770354999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 14 8 7 -2 16 -1 -4 10 15 -5 -13 -9 -3 -10 -7 -15 -6
right_child=5 2 3 11 18 6 -8 13 9 -11 -12 12 -14 17 -16 -17 -18 -19 -20
leaf_value=-0.15763784692780122 -0.18384948603025481 -0.10663110949370976 -0.19447628318235718 0.36938870174324823 0.07455462768395027 0.46547236854061941 -0.18515155149855911 -0.098853017357637935 0.40046575939337281 0.3846447437226117 -0.1671484130146777 -0.21525947346424812 0.25111094528725364 0.44499034667822557 0.27551444783508139 -0.14023215080204474 0.0033380210215900466 0.018317736085545322 -0.15258403695983075
leaf_weight=3.8752877786755571 57.005199283361435 2.4522209763526908 8.9664932042360324 7.1843764707446081 6.7005539014935485 3.1660024374723417 6.4784419164061546 2.7190555110573733 2.9858669340610478 3.203394189476966 7.2847408652305612 2.8670038282871246 3.6346932575106621 5.4797336459159851 29.900790594518185 1.8025496602058408 2.7950223982334137 2.4079103842377663 25.866697452962399
leaf_count=27 470 12 60 34 37 15 50 17 14 15 52 17 19 25 135 12 18 14 171
internal_value=0 0.0706998 0.144272 0.0570305 -0.0392021 -0.146834 0.0227922 0.110679 -0.0324329 0.0626776 -0.0227505 0.215503 0.0454591 0.208712 0.246549 0.196926 0.248785 0.314737 -0.105851
internal_weight=0 117.331 70.2821 37.9291 47.0492 69.4447 12.4395 14.482 24.243 15.2766 12.0732 13.6861 6.5017 10.6067 32.353 4.78842 5.96102 7.88764 32.5673
internal_count=1214 661 370 223 291 553 83 83 153 93 78 70 36 56 147 26 33 39 208
is_linear=0
shrinkage=0.2


Tree=4
num_leaves=20
num_cat=0
split_feature=560 533 142 276 36 451 246 324 140 296 402 384 58 446 341 517 507 114 120
split_gain=39.0785 17.328 15.1441 12.7417 10.6644 11.0051 10.5508 10.4194 11.6607 9.96782 9.93646 8.92336 7.68958 7.3626 7.34236 7.01093 6.4104 6.39859 8.4913
threshold=1.0000000180025095e-35 -0.017950117499999998 0.81380830000000015 0.017655131500000004 0.066181723000000012 0.0044870540000000016 1.0265472500000004 0.032762834500000011 0.79462708000000004 0.0078409225000000016 0.0026699997000000004 0.00065906575000000006 0.62233415000000014 -0.022863707999999996 0.047328613000000012 0.0063851143000000004 -0.064105594999999987 0.017640664000000004 0.011264234000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 6 12 -6 14 17 15 -5 11 -8 -2 -7 -3 16 -9 -4 -19
right_child=1 3 7 9 5 13 10 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=-0.18717007490494528 0.2615569767432025 -0.15986555708750838 -0.19749624209265992 -0.17320388523400798 0.33930522076745229 0.15525912481771031 0.3301864454981297 -0.052301005277570124 -0.15609412045597551 0.35749182992574874 -0.12774775084958634 -0.16840324630327683 -0.087820641115539944 -0.26090071577529877 0.24142925754769884 -0.00012635173871521996 0.40109902668472169 -0.086289225922343671 0.32848440267186618
leaf_weight=44.515553191304207 29.481599278748035 22.679805323481563 13.364243425428869 1.8586638793349255 2.7977946549653989 2.5354358702898026 6.7186038941144925 1.5448141172528265 5.1243315711617461 5.9401106238365173 5.164924442768096 1.8260736539959905 2.7553415372967711 5.1636813953518867 1.9832446798682202 4.4104353561997405 6.4773571565747279 8.8049418181180936 2.5449357181787482
leaf_count=401 139 174 104 14 12 11 31 10 45 30 35 13 18 28 13 31 31 61 13
internal_value=0 0.0829047 -0.105758 -0.00204077 0.174683 -0.000405099 -0.049406 -0.0200221 0.0977865 0.231012 0.0912549 0.223633 0.231695 -0.123853 -0.127596 0.202428 0.313789 -0.103713 0.00671374
internal_weight=0 88.9053 86.7866 46.1714 42.7339 10.4969 38.3727 42.2711 17.5569 7.79877 13.7096 8.54468 32.2369 7.69912 24.6631 12.4326 8.02217 24.7141 11.3499
internal_count=1214 518 696 310 208 51 266 295 117 44 79 44 157 39 187 72 41 178 74
is_linear=0
shrinkage=0.2


Tree=5
num_leaves=20
num_cat=0
split_feature=115 552 37 386 220 512 16 444 204 364 295 336 246 179 102 302 491 320 486
split_gain=29.5062 13.1139 10.5064 9.46068 9.40865 9.07184 12.8384 9.16357 8.42825 8.23199 8.09136 7.59366 7.49902 7.07064 5.97005 5.78128 5.47173 5.39774 8.51536
threshold=0.13344489000000001 0.014521770250000001 0.030495385500000003 -0.0093681599999999986 0.58457787500000002 -0.016252323999999995 0.0033941886000000004 -0.0048028731499999994 1.1321862000000003 -0.0097533984999999979 -0.0038431203999999999 0.040819620000000008 0.81065982000000014 1.1247773500000002 0.060917549000000008 -0.011683265499999998 -0.020927253999999996 -0.023316467999999996 0.013313439500000001
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 8 -5 6 -2 -8 16 10 12 13 -1 14 -6 -16 -3 18 -18
right_child=5 2 -4 4 11 -7 7 -9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 -20
leaf_value=-0.17869501070304347 -0.11310915980107812 -0.073129793060907361 -0.18386977429168772 -0.22776956358760467 -0.25194269828467819 -0.17708686629032255 0.44941363379640831 -0.2284217653270984 -0.10585780993505159 -0.11750114843756572 -0.10323277082308874 0.45231426855810936 0.23734948793649574 0.30877934574277865 0.27847025086388272 -0.049402899825347679 -0.11715528590667242 0.30644841551285545 0.24481240567338994
leaf_weight=2.1098707765340832 10.961400285363196 2.3773994594812384 4.6249959394335738 4.6180768981575993 3.3153768703341546 40.794556222856045 3.3944001197814941 1.0428666546940792 3.502265401184558 22.805968426167965 7.4424046054482451 2.0709189921617499 9.7003128081560117 3.2688356935977927 3.2111166715622002 6.5168722048401762 3.6783084049820856 19.741308562457565 8.8656051456928235
leaf_count=14 111 16 31 33 24 415 17 10 22 173 53 10 48 18 16 46 23 91 43
internal_value=0 0.0510215 0.106782 0.12876 0.0274403 -0.127715 0.00308088 0.290106 0.189823 -0.036204 0.0600979 0.0915524 0.163024 0.0457518 -0.0201663 0.0588249 0.219698 0.241261 0.138671
internal_weight=0 107.85 65.7911 61.1661 23.0012 56.1932 15.3987 4.43727 38.1649 42.0586 19.2526 18.3831 11.8102 16.3122 13.0434 9.72799 34.6626 32.2852 12.5439
internal_count=1214 661 373 342 147 553 138 27 195 288 115 114 62 104 86 62 173 157 66
is_linear=0
shrinkage=0.2


Tree=6
num_leaves=20
num_cat=0
split_feature=142 364 169 60 311 260 73 99 465 316 414 16 54 322 159 179 551 71 138
split_gain=22.6691 12.1285 10.4 9.55405 8.29126 8.10538 7.50938 7.66134 7.46474 6.85669 7.59486 6.38608 6.29522 5.88124 5.88933 5.53832 5.4588 5.63759 5.23154
threshold=0.81380830000000015 -0.0033355017499999994 1.1796688000000002 0.020864668000000003 0.033878753000000005 0.0097064255000000026 0.30300212500000007 0.010801527500000001 0.012930654500000001 -0.0057203881499999993 0.0027289152000000007 0.0035290777000000005 0.00087143754500000007 0.0033472078000000003 0.48501520000000004 0.42853805000000006 -0.0065100139999999989 0.060889960000000007 0.93800737500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 8 13 -5 -1 -8 18 10 -4 -6 -10 16 -15 -7 17 -3 -2
right_child=1 4 9 5 11 15 7 -9 12 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.17771983992161305 0.26179989458248137 0.29423847619829252 0.39738999963711885 -0.15199404364306801 -0.12069816532407836 -0.23829655602579752 -0.16820111624814793 0.33525208102502069 -0.046353632812259411 -0.087057343248544306 -0.064229593126199427 0.31904023448712426 0.24341694969235511 0.32082297730899179 -0.22398343565333781 0.15916842737370684 -0.17183384353230496 -0.2329339191483748 0.025207915089752633
leaf_weight=41.655979156494141 22.191068112850193 2.1988065466284819 3.5370036438107491 8.846026077866556 2.0094110444188109 1.634708784520625 2.3987271636724463 2.4378142654895782 9.815470412373541 6.4162789434194547 2.3882767111063004 3.8559535816311836 4.3182506263256064 2.4352163523435588 1.1774081885814665 9.8633050695061666 19.724149763584137 1.2859946787357328 4.4958204403519622
leaf_count=456 109 12 19 71 16 17 24 18 66 54 19 19 23 12 13 56 170 12 28
internal_value=0 0.0513397 -0.107008 0.103899 -0.0470105 -0.00806929 -0.150331 0.0855598 0.159701 0.0561994 0.211327 0.168391 0.0421795 -0.0941146 0.143262 0.10266 -0.131064 0.0996963 0.221942
internal_weight=0 93.8516 58.8341 61.1646 32.6869 20.344 46.4925 4.83654 40.8206 12.3416 5.92528 5.86536 14.1337 26.8216 3.61262 11.498 23.209 3.4848 26.6869
internal_count=1214 624 590 370 254 144 498 42 226 92 38 35 89 219 25 73 194 24 137
is_linear=0
shrinkage=0.2


Tree=7
num_leaves=20
num_cat=0
split_feature=560 131 103 324 384 483 503 178 147 386 12 41 509 230 518 116 114 484 393
split_gain=19.0026 9.11036 8.4054 9.06372 7.40115 7.03686 6.26072 6.87228 7.49147 6.84506 6.17016 5.96065 5.70862 5.49974 6.08452 7.78937 5.33276 5.37101 5.96174
threshold=1.0000000180025095e-35 0.24419660000000001 0.0089964515000000023 0.027747234000000006 0.0044497577500000008 0.018649289500000003 0.014833498500000002 1.3260935500000002 1.0081503000000003 0.0076830637000000002 0.0035935827000000004 0.098428527500000015 -0.059897033499999995 0.55289735000000018 0.0036365593500000005 0.30379028000000002 0.010245153000000002 0.013049500000000002 0.0082796135000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 -1 5 6 11 7 8 -3 10 -8 -4 -2 -5 15 -15 -12 18 -18
right_child=1 4 3 13 -6 -7 9 -9 -10 -11 16 -13 -14 14 -16 -17 17 -19 -20
leaf_value=-0.17628847047087084 0.069772236729199466 -0.13679848146148196 0.20306568638339351 -0.15457850451085042 -0.12822040125444709 -0.19456776448391072 1.7365910223335821 0.23868880248093874 0.20601702024221216 -0.12640809937516453 1.5558753644523806 -0.2255766065012324 -0.20009440203737411 -0.089036638403765092 0.27472079131985661 0.29070009894287141 -0.017721293232977827 0.27192074200036931 0.19607675007342024
leaf_weight=25.83141990378499 5.2164417654275894 10.432487271726133 3.9680864661932018 3.7204371243715313 5.602243833243846 15.17661193013191 0.10190445929765601 4.217460721731185 3.3745825812220565 3.1181079894304267 0.11202118545770545 1.928260490298271 7.8593326173722726 7.3728632703423518 6.0234944000840178 3.0564415752887726 8.5785348340868968 13.714501801878212 13.314017333090304
leaf_count=333 38 83 23 40 44 161 1 24 17 26 1 21 79 67 34 17 54 76 75
internal_value=0 0.0593942 -0.0868265 -0.0307988 0.0911251 -0.12253 0.112697 0.0152422 -0.053011 0.157808 0.182548 0.0628884 -0.092434 0.0650234 0.114682 0.0222501 0.178115 0.17378 0.112301
internal_weight=0 75.6416 67.0776 41.2462 62.5659 21.073 56.9636 18.0245 13.8071 38.9391 35.821 5.89635 13.0758 20.1732 16.4528 10.4293 35.7191 35.6071 21.8926
internal_count=1214 518 696 363 401 205 357 124 100 233 207 44 117 158 118 84 206 205 129
is_linear=0
shrinkage=0.2


Tree=8
num_leaves=20
num_cat=0
split_feature=11 533 247 220 311 503 530 70 505 316 3 89 355 506 149 285 161 553 476
split_gain=14.6652 10.7327 8.80297 9.86153 7.64293 7.80642 7.53832 8.37119 6.68324 6.54787 5.56416 5.00622 4.59613 4.41574 4.33189 4.30443 13.3652 4.55807 4.09845
threshold=0.0018547605500000002 -0.032004472999999999 0.64530580000000015 0.55705225000000003 0.0080276860000000009 0.0076552096000000007 -0.077849849999999984 0.011809011500000003 -0.031122546499999997 -0.014828773499999998 0.020512935500000003 0.031900588000000007 -0.0086346574999999984 0.030274125500000002 1.1860181500000002 0.0016179560000000003 0.028572599000000001 -0.034374836999999998 0.026187693000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 10 3 12 13 9 7 -1 -7 -6 11 -2 -3 -5 -12 17 -17 -10 -4
right_child=1 2 18 4 5 8 -8 -9 15 -11 14 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.47239336093147488 -0.19592026811147933 0.097908464242010676 -0.15220298812878472 -0.13536589104832339 0.21253436962855057 -0.1068188662129067 -0.20126750726696493 -0.22008674180187301 -0.23328406845959038 -0.10975865894886301 0.25464440890967166 0.15538868825026231 -0.19740056835642505 0.17269500755267414 -0.014260175554515093 3.2880258396559157 0.22481372982408515 0.25097716481952065 0.085364833373433258
leaf_weight=1.4968143850564986 3.116953797638419 2.6900027878582469 19.679966401308779 9.6547679752111417 3.4487434625625601 3.1895854398608163 19.508829906582832 1.3089094310998914 1.7448478229343893 9.3782567717134935 13.253300480544569 3.3841307498514652 9.7460502125322801 2.3056610748171797 2.9251941703259936 0.057126875966789892 21.369991518557072 1.4023020565509892 3.4076881296932688
leaf_count=9 23 23 209 91 24 26 284 18 16 88 73 20 110 15 20 1 131 8 25
internal_value=0 0.020537 -0.0110562 0.026631 0.0645308 0.105933 -0.157184 0.149342 0.16555 -0.023105 0.143228 -0.0130469 -0.133523 -0.0759797 0.206024 0.200901 0.232981 -0.0175077 -0.117138
internal_weight=0 110.755 88.075 64.9873 52.5513 40.5909 22.3146 2.80572 27.7639 12.827 22.6796 6.50108 12.4361 11.9604 16.1785 24.5743 21.4271 3.14715 23.0877
internal_count=1214 903 767 533 400 294 311 27 182 112 136 43 133 106 93 156 132 24 234
is_linear=0
shrinkage=0.2


Tree=9
num_leaves=20
num_cat=0
split_feature=115 41 51 498 393 460 31 271 524 216 517 142 506 18 95 168 344 454 324
split_gain=12.4031 7.83632 6.41701 5.98228 5.61603 5.40668 5.13509 5.09757 5.47103 4.93471 4.76372 4.47168 4.33623 4.3122 4.1241 3.99636 3.83667 3.8283 4.54489
threshold=0.17040199500000003 0.086722155000000009 0.025049194000000004 -0.0092505662499999981 0.0014898134500000001 0.017769955 0.10215335500000002 0.0028929180500000006 0.017394847000000001 1.9364571000000004 0.010782001500000001 1.6828596000000002 0.0030470111000000005 0.0068710444000000008 0.0061635478500000002 0.70487773500000006 0.020837941000000002 -0.0018477187499999998 0.032762834500000011
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 5 12 14 16 9 -9 11 -11 13 -4 -2 15 -3 -5 -6 -19
right_child=7 3 4 6 17 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=-0.15966517155426665 -0.19823313552524835 -0.014730164335196881 -0.22524354517235401 -0.06644733297092173 0.2283676793583875 -0.12065098989534651 -0.15478465045184397 -0.13216793875651042 0.47689165618690876 0.37067214544400323 -0.21746668685735904 0.23910189192528089 0.067072941058200733 0.13087376308822937 -0.028260280620850869 0.24577081136042966 0.38817592954562796 0.0042839362198211321 0.19781992074556579
leaf_weight=3.893148146569728 25.015723798424016 3.3842662759125286 3.0420485362410528 1.7404765300452738 13.602252475917334 6.6007082276046267 17.088912483304739 1.1994011625647538 1.1609927266836164 1.4195018522441381 0.9002137817442416 1.0731152035295952 6.1005762554705143 1.7007919959723938 7.1254041530191889 7.750049501657486 1.2950012385845182 10.914184261113411 8.7404409162700158
leaf_count=37 414 31 24 18 85 63 164 20 6 8 13 7 46 20 59 48 8 88 55
internal_value=0 0.0283045 0.0860717 -0.0311422 0.108635 0.034478 -0.112205 -0.115622 0.167407 -0.13781 0.142433 -0.161203 -0.0301903 -0.177282 0.0905556 0.166592 0.127505 0.1468 0.0903497
internal_weight=0 91.2775 46.2927 44.9848 42.3995 24.8604 20.1244 32.4697 2.36039 30.1093 2.31972 27.7896 9.14262 26.7165 18.2597 11.1343 3.03548 33.2569 19.6546
internal_count=1214 726 335 391 298 201 190 488 26 462 21 441 70 434 138 79 26 228 143
is_linear=0
shrinkage=0.2


Tree=10
num_leaves=20
num_cat=0
split_feature=103 267 64 347 27 352 53 324 417 280 193 506 280 9 216 474 386 364 18
split_gain=10.1573 7.0068 6.30978 5.66312 6.32899 5.21046 6.68565 5.12881 4.73952 5.34943 4.07832 3.75193 3.69174 3.80874 3.60508 3.5765 3.52943 3.2459 3.04533
threshold=0.0089964515000000023 -0.018802547999999999 0.095701370000000022 0.025655531500000002 0.0048994985500000017 -0.0074068592999999988 0.16897242000000004 0.0039622262000000011 0.026267885000000005 -0.023163437499999998 1.1616267500000002 0.042941160000000006 0.0036467413000000003 0.020998656500000004 2.0015539000000007 -0.020070375999999997 0.0063945016500000012 -0.013089326499999998 0.0065983260000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 4 11 6 -1 -5 9 -2 -11 -3 13 17 18 -14 -10 -9 -7
right_child=1 2 -4 7 -6 14 -8 12 16 10 -12 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=-0.19821053073998085 0.19161476679650863 -0.16370631867243352 -0.19360358757707993 -0.2140550258618939 0.12278665778850828 -0.1889697947076811 0.22116798282620445 0.17320072007681686 0.18842370576160461 -0.12222397849998112 0.20713925494393073 0.24200577795434064 -0.19188448317750051 0.19816906580779389 0.17146631691325701 0.22355847881838087 -0.11199521246846107 -0.18728738985042959 0.066826346099882847
leaf_weight=2.5207639485597637 4.6472933292388907 13.734360106289387 7.2310386039316645 2.2202868498861816 5.0468069277703753 21.306796453893192 3.8319155871868134 1.8251333646476267 17.66065984219313 8.7744946330785734 1.81483744829893 0.97658824920654375 2.7870406322181229 13.086896765977142 1.3336654230952252 1.179756388068198 1.7162787616252888 2.2075728699564996 2.0399209633469573
leaf_count=43 35 147 86 23 41 369 29 14 116 89 12 6 29 86 11 8 21 25 24
internal_value=0 0.0269332 -0.0207288 0.00829901 -0.0704726 -0.106773 0.0547572 0.075076 0.0961887 0.0127299 -0.0657765 -0.136773 0.10552 0.145803 -0.14835 -0.0683285 0.161815 -0.0241367 -0.16662
internal_weight=0 84.909 50.2955 43.0644 19.7578 31.0331 6.35268 23.3067 34.6136 15.2366 10.5893 14.7109 21.0864 17.1196 24.6804 3.9668 19.3769 4.03271 23.3467
internal_count=1214 738 465 379 194 476 72 185 273 136 101 153 162 125 404 37 137 39 393
is_linear=0
shrinkage=0.2


Tree=11
num_leaves=20
num_cat=0
split_feature=560 322 369 107 216 115 468 338 106 192 16 78 392 104 13 183 80 541 184
split_gain=8.31168 5.1891 5.15215 4.94453 4.83042 5.15749 4.81675 4.66683 4.37294 3.70355 3.55024 4.01905 3.5168 3.46658 3.39927 3.38351 3.28221 3.21474 3.00471
threshold=1.0000000180025095e-35 -0.023410646999999996 -0.005720961499999999 0.0016017498 1.5262124500000003 0.039356505500000007 -0.0056273009999999986 -0.0035669738999999996 0.10262272500000001 1.1178195500000003 0.0041946518000000009 0.0029271303000000005 0.023838130500000002 0.0038617023000000004 0.0056796078500000015 0.73715239500000007 0.0025476847000000008 -0.021938699999999995 0.78795918500000017
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 17 -3 5 14 7 8 -5 16 -7 -12 13 -6 -1 -13 -4 -2 -9
right_child=1 3 9 6 12 10 -8 18 -10 -11 11 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.09393069776863977 0.21481956537302557 -0.17791799730900804 -0.13211853028652673 0.13080289305587242 -0.072311965889736332 -0.17740740851827877 -0.16126212776204246 0.2425883802489871 -0.16085222475126987 -0.099005362834901842 -0.20369630899906419 0.252355149706597 0.38278554652140606 0.20997392187622702 0.15288677221925573 -0.17055141915201655 0.17931614564909723 -0.17055253941469539 0.0080236424756952498
leaf_weight=4.399409953504799 1.1097011044621465 6.184889335185292 1.4436391852796138 3.5266009904444289 5.8379939235746843 23.496129354462031 4.5123141556978181 6.487330935895443 4.9323593191802502 2.4434099793434134 2.4567112512886515 2.5619798861444001 1.1655167173594225 2.4790712166577578 4.5305004604160786 1.0739280171692369 21.704874452203512 3.940365161746743 3.2933815494179726
leaf_count=43 7 92 12 26 70 464 50 41 45 23 30 17 8 16 33 15 152 42 28
internal_value=0 0.0413864 0.0987448 -0.0193519 -0.0704461 -0.101925 0.0237526 0.0695234 -0.0392591 0.135175 -0.14213 -0.00608181 0.0574239 0.0118291 0.0312897 0.127442 0.159894 -0.0858709 0.163605
internal_weight=0 59.5789 30.642 28.9369 48.0012 38.5187 22.752 18.2397 8.45896 25.5919 29.5887 6.09262 9.48258 8.31707 8.92991 3.63591 23.1485 5.05007 9.78071
internal_count=1214 518 236 282 696 602 190 140 71 187 526 62 94 86 76 32 164 49 69
is_linear=0
shrinkage=0.2


Tree=12
num_leaves=20
num_cat=0
split_feature=552 53 264 3 530 419 246 189 217 327 364 56 446 450 463 209 37 495 388
split_gain=7.53558 6.17762 5.29221 4.56025 4.27079 3.94814 3.79438 3.74606 4.11222 3.67054 4.08847 3.6352 3.35217 3.0345 2.99242 2.94168 2.9314 2.80189 2.79294
threshold=0.019120323500000005 0.19087836000000002 -0.026643853499999998 0.021239450000000003 -0.086563972999999975 -0.00303971905 0.88481717500000012 0.7230549500000002 0.82434505000000013 -0.058021221499999991 -0.0010468040999999997 0.0027839634500000003 -0.011475570499999999 -0.063360039999999992 -0.0038262223999999995 0.18841522000000002 0.031127274500000003 -0.0058290577999999989 0.0064772501500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 18 6 17 16 -9 -4 11 12 -11 -7 -10 -14 -5 -2 -1
right_child=3 2 9 7 -6 13 -8 8 14 10 -12 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=-0.22494246373746096 0.14341951007844303 0.19496185084637851 0.17268661564578469 0.17010126915051565 -0.17308136980559277 0.15094420426719085 0.1638388558158092 -0.15380522352864795 0.19411440783626008 0.14988443407328203 -0.18782597471719206 -0.1442648678209125 0.24610906184272652 -0.21103882533533522 -0.13603719790590166 -0.15043784254822967 -0.10912829561353297 -0.18845751410172806 0.23157188098734791
leaf_weight=0.75412407144904436 1.4885093290358788 4.6334145385772016 2.9797114878892925 18.385472349822528 19.343890348449349 1.1092930883169172 5.2531473431736231 4.1830542925745231 4.1877462062984705 6.4983302317559808 7.2638630438595966 5.2980103250592938 0.93346990272402752 5.6166549567133179 1.4884430132806299 3.7719129640609026 1.6378480531275261 3.2160795927047738 1.8538184016942976
leaf_count=10 18 38 25 144 388 10 43 40 31 54 108 57 6 84 17 39 27 59 16
internal_value=0 -0.0593071 -0.0023732 0.0508064 -0.14069 -0.0329564 0.0470043 0.0975719 -0.00334279 -0.03656 -0.0627951 -0.00775805 0.0567933 -0.151338 0.10754 -0.0717695 0.147261 -0.0834532 0.0995642
internal_weight=0 53.3305 31.3787 46.5662 21.9518 16.6837 9.95774 29.8826 9.85924 26.7453 23.7656 16.5017 11.2037 6.72595 5.67619 4.70538 20.0233 4.70459 2.60794
internal_count=1214 741 327 473 414 214 120 259 88 289 264 156 99 94 48 45 171 77 26
is_linear=0
shrinkage=0.2


Tree=13
num_leaves=20
num_cat=0
split_feature=115 26 508 3 41 249 91 296 296 280 175 220 364 182 304 354 419 189 231
split_gain=5.61628 4.33099 3.91245 3.76862 3.29008 4.28552 3.91355 3.20218 3.02733 2.98112 2.98075 2.94259 2.89417 2.86486 2.6509 2.61415 2.6021 2.88964 2.57137
threshold=0.13344489000000001 0.18385674000000005 -0.015740836999999997 0.020642928000000001 0.08402227800000002 0.35415540500000003 0.0092746305000000005 0.016695197000000005 0.0049149850000000011 0.0054568968000000004 0.56957912500000007 0.53280440000000007 0.0061761245500000011 0.7567233000000001 0.0096917650000000015 0.0044230178000000007 0.0089048582500000015 0.59993656500000014 0.35884792500000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 16 -3 5 -4 7 -6 -5 12 11 18 15 -12 -9 -8 -1 -18 -7
right_child=1 3 4 8 6 10 9 14 -10 -11 13 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.20746045800464868 -0.15294679578805692 -0.12737318257106159 -0.14039613073646617 -0.15774579492638119 -0.16946367809858523 0.22888061750115152 -0.063211154399892458 -0.17517726618594517 0.19409843091335321 -0.14585607655754262 0.056428567983707503 0.17779245578456027 -0.18073422421950799 -0.20910707871336343 0.12570428524564103 0.19371857631946066 0.16488296320134066 -0.22516053943405914 -0.22657441868248218
leaf_weight=6.8483919277787191 15.639501402154567 4.295702198520301 3.9618780352175262 1.2420286890119312 11.14637010544539 0.74950794503093066 2.0860697422176582 1.7959164138883341 4.6046646609902382 2.7503194585442534 6.9078554846346361 12.448682531714438 1.3720519673079241 2.1252620778977871 3.367613174021244 6.581874830648303 1.6528752557933333 1.406085370108485 1.4649650342762468
leaf_count=60 373 109 40 27 140 5 25 22 44 35 63 100 17 21 30 53 13 20 17
internal_value=0 -0.0869345 0.0229898 0.0148561 0.00274713 0.0521389 -0.0441971 -0.109148 0.119355 0.0386262 0.0843297 0.140004 0.0891626 -0.00604519 0.0210553 0.131885 0.138958 -0.0144049 -0.0724216
internal_weight=0 25.7819 66.6657 10.1424 56.7584 27.6582 29.1002 16.3099 5.84669 12.7903 23.6963 14.6632 10.04 9.03312 5.16353 8.66794 9.90735 3.05896 2.21447
internal_count=1214 553 661 180 568 246 322 192 71 130 206 122 95 84 52 78 93 33 22
is_linear=0
shrinkage=0.2


Tree=14
num_leaves=20
num_cat=0
split_feature=552 169 280 257 134 189 169 526 253 194 239 42 243 255 170 457 32 455 486
split_gain=5.27646 4.96841 4.7606 4.02531 3.62948 3.6127 3.14362 3.00542 2.94421 2.854 2.74668 2.71778 2.4672 2.0284 2.01189 2.01181 2.0716 2.41698 1.94774
threshold=0.014821335500000003 1.1539693000000002 0.0045455880500000012 -0.012646503999999998 0.78134459000000012 0.6859308500000002 0.60866743500000009 -0.0039481024999999991 0.27570425000000004 0.39595079500000002 0.92080450000000014 0.31496885000000002 0.97728557500000013 1.4182093000000002 0.27860941000000006 0.015575374500000001 0.19820737500000005 0.058029056000000002 0.0030047123000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 -1 6 8 12 -2 -5 14 13 15 -12 -8 16 17 -7 -3
right_child=5 2 -4 9 -6 7 10 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.15314803506702568 0.21011192267323447 -0.042213091677367531 -0.17403594087423302 0.160533489707956 0.10730006193401763 -0.19746715375307844 -0.18573951488062027 -0.15389757926530598 -0.10233605413874827 -0.23181051833644162 -0.19110625648828813 0.23533330776032432 0.17458869275512981 0.19029741443363679 0.15085864063396104 0.15171017610755244 0.14212549949874154 0.14746176594070065 0.23929143818756948
leaf_weight=19.621502563357357 1.5079719461500634 1.1981259379535902 3.3918904997408381 1.1850696168839925 2.402271417900919 4.6062994152307528 0.73664085566998139 5.9794761426746836 6.0312377363443375 1.981877854093909 2.8685557097196575 1.1617886684834955 3.0633707679808131 0.6923824343830346 19.861818803474307 1.843018803745508 1.317762767896056 0.98664612136781205 5.4793727733194828
leaf_count=419 21 12 52 12 25 81 7 88 93 33 52 9 31 8 187 19 12 10 43
internal_value=0 -0.0665377 0.0303032 0.100708 -0.124739 0.0342203 0.0735262 -0.038356 -0.0398411 -0.0849957 0.107281 -0.0302861 0.0201083 -0.116947 0.138821 -0.0339522 -0.0834665 -0.136619 0.188782
internal_weight=0 35.2601 13.2363 9.84445 22.0238 50.657 32.8604 17.7966 7.53921 3.16695 25.3212 4.72273 11.8171 3.56094 20.5985 8.75373 6.91071 5.59295 6.6775
internal_count=1214 596 152 100 444 618 377 241 114 45 263 69 153 60 194 122 103 91 55
is_linear=0
shrinkage=0.2


Tree=15
num_leaves=20
num_cat=0
split_feature=533 135 151 142 550 551 534 285 254 176 123 35 1 148 63 533 7 471 249
split_gain=4.27062 3.92498 3.80513 3.77071 3.41028 2.91523 3.05137 2.74214 2.69493 2.89008 3.60436 2.59999 2.58164 2.55894 2.48335 2.09488 2.02865 1.86422 1.85018
threshold=-0.032617386499999991 0.51426378500000014 0.15056032000000003 0.77076888500000007 0.016946567500000002 -0.00032580784999999997 -0.038919517499999993 0.0072852699000000012 1.3653382500000002 1.1354928000000002 0.0063411831000000007 0.043801711500000007 0.083085655000000022 0.14806893500000004 0.0096884950000000018 -0.027527171999999999 0.0045005944500000009 -0.0065735836499999992 0.34359362500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 14 -5 6 17 13 9 10 -9 12 -1 -4 -2 -8 -12 -3 -14
right_child=1 5 7 4 -6 -7 15 8 -10 -11 16 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=-0.2222871005063643 -0.15333244474114266 -0.061515237513217115 0.22217326514501068 0.18697426598143307 -0.087840601275307767 -0.14984110427964861 0.24623946447704498 -0.11841586809558519 -0.16265056144017279 -0.13662867870655668 -0.14602534589423885 0.18031875488380233 -0.097870956688754979 -0.17946539244177825 0.16454036988492107 -0.22293154111259361 0.16478764347252325 0.23049482619598352 0.14017665206496729
leaf_weight=1.5195467490702848 3.6604114715009954 1.3562501352280381 0.69808891043067234 10.117854876443742 2.19873047992587 14.471104668453334 0.45360362529754672 2.9207099173218039 3.4114056397229424 3.1931361742317668 0.92895952612161536 6.8935891296714544 1.8680344521999357 6.9688525209203362 1.3440657090395687 2.3678138405084637 8.7696483284234983 2.4619858022779226 4.3408511057496071
leaf_count=18 98 16 5 87 30 307 3 52 55 62 19 71 20 152 13 50 91 19 46
internal_value=0 -0.0285513 0.0053253 0.0784325 0.137915 -0.0994984 0.0102234 -0.0417649 -0.00143163 0.03335 0.0763607 0.0910221 0.0113715 -0.142895 -0.0679605 -0.147502 0.135017 0.126772 0.0685565
internal_weight=0 65.3226 44.2119 17.3211 12.3166 21.1108 6.63965 26.8908 19.2239 15.8125 12.6193 14.622 7.72843 7.66694 5.00448 2.82142 9.69861 3.81824 6.20889
internal_count=1214 1059 664 228 117 395 88 436 279 224 162 155 84 157 111 53 110 35 66
is_linear=0
shrinkage=0.2


Tree=16
num_leaves=20
num_cat=0
split_feature=177 216 61 33 306 171 273 315 435 36 174 413 268 364 43 451 254 515 483
split_gain=3.63751 3.78443 3.15143 3.26273 2.78637 2.72577 2.64084 2.80881 2.60404 2.39356 2.35232 2.21588 2.22701 3.54529 2.19145 2.09246 2.04715 2.17415 2.03541
threshold=0.75323027500000006 1.5014088000000003 0.0053820670500000006 0.10578924750000002 0.027244913000000006 0.60264711500000012 -0.007008795249999999 -0.0038388004999999996 -0.0011343331999999998 0.064709879000000012 0.99933226500000016 -0.016194101499999999 -0.016541726999999996 -0.017282316499999995 0.0012950249500000002 0.021237944000000005 1.0497252000000004 -0.011915495999999999 0.017150705500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 -2 -4 -1 10 9 15 -8 12 -7 -14 -3 -6 -5 -18 -16
right_child=1 14 3 16 8 11 7 -9 -10 -11 -12 -13 13 -15 18 -17 17 -19 -20
leaf_value=-0.15741459932811097 -0.13993732300152925 0.19520488319901849 -0.16891121570777862 0.18733832543261944 0.18555281931875084 0.1555741998643905 0.25482811963824659 -0.21646776983423358 -0.19819061239825242 -0.1691447534757658 -0.080929900920912914 -0.21512216681328714 0.19115979504354885 -0.15086757585595095 0.23581257458081414 -0.11881190158684372 0.14256945750118954 -0.13503347201268528 -0.081643573596460309
leaf_weight=5.3905885871499777 16.829812571406368 3.1412229016423208 2.9674970014020827 9.8275409843772632 4.2008225619792938 5.965358735993501 2.325474278070033 1.2201820183545331 2.0644017588347179 1.4557608552277086 1.3019288601353762 1.1877582026645548 1.9306567627936564 3.257768089883033 1.0114504769444463 1.1510716527700422 2.689330336637795 1.9444258976727713 4.0138334985822439
leaf_count=126 402 32 54 105 47 66 19 28 38 19 38 23 20 58 10 15 27 27 60
internal_value=0 -0.05444 0.0346262 0.0675438 -0.092125 0.00319234 -0.0610906 0.0460232 -0.00142762 0.0582402 0.13432 0.0445743 0.0722291 -0.0235963 0.0641634 0.120091 0.135668 0.0260812 -0.0177484
internal_weight=0 33.8684 40.0085 29.7703 25.7019 15.309 10.2382 4.84759 8.87206 6.80766 3.6274 12.3415 11.1538 5.18842 8.16651 5.35189 14.4613 4.63376 5.02528
internal_count=1214 623 591 380 521 221 211 85 119 81 57 167 144 78 102 62 159 54 70
is_linear=0
shrinkage=0.2


Tree=17
num_leaves=20
num_cat=0
split_feature=560 324 183 384 465 115 114 363 477 61 246 140 369 270 552 540 477 306 17
split_gain=3.43334 2.5743 2.94363 2.5287 2.57122 2.54428 2.41653 2.4001 2.18643 2.09299 2.02103 1.99377 2.56448 1.78061 1.84476 1.75248 1.72186 1.71634 1.67584
threshold=1.0000000180025095e-35 0.028769515500000006 0.81074087000000017 0.0053711032000000004 0.012010598500000002 0.048184505000000009 0.017640664000000004 -0.017818286499999999 0.034649327000000008 0.0041591734500000003 1.1350692000000002 0.78766162500000014 0.040273634500000009 0.031076736000000004 0.014521770250000001 -0.038593844999999995 0.018027879500000003 0.022647534 0.013502264000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 11 4 9 -6 -1 18 -7 -2 -4 -3 -13 14 16 -16 17 -11 -8
right_child=3 2 10 -5 5 8 7 -9 -10 13 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.18702314089008734 -0.19240414536428205 0.11837294712004927 -0.21032493766019714 -0.14834912167208897 0.088493687955356615 -0.12977190316390697 -0.2126610483995223 -0.18094509512106893 0.15200195663574362 -0.15020800963466541 0.068191841293525318 -0.21289698088179973 0.22492568475256311 -0.13291669078406951 -0.19020928926840483 0.18005218541994303 0.16955334659671936 0.09329453939759863 0.13362337998023652
leaf_weight=8.3583685094490665 0.99904062971472996 7.2750887908041459 3.3988429028540841 2.8358400864526621 5.3742822557687751 7.2667258298024517 0.67609544098377261 2.3860916765406719 1.2983330544084308 2.4485212396830383 1.5029939282685516 1.842878192663193 0.75411249324679364 1.1976494211703528 0.53395679034292953 12.063604332506651 2.5471933931112289 2.1965846912935376 3.2282829601317644
leaf_count=282 24 94 117 50 57 127 20 63 16 41 22 52 7 19 8 126 24 26 39
internal_value=0 -0.0571423 0.00176529 0.0334702 0.0478223 -0.0193752 -0.116553 -0.0229167 -0.0870593 0.090425 -0.124927 0.0646723 -0.0857623 0.103888 0.118219 0.164358 0.0374049 -0.0350602 0.0736596
internal_weight=0 29.4228 14.7739 38.7617 35.9259 13.9393 14.6488 6.29047 8.56506 21.9866 4.90184 9.87208 2.59699 20.9875 19.7899 12.5976 7.1923 4.64511 3.90438
internal_count=1214 696 292 518 468 200 404 122 143 268 139 153 59 244 225 134 91 67 59
is_linear=0
shrinkage=0.2


Tree=18
num_leaves=20
num_cat=0
split_feature=386 444 259 553 530 95 551 506 503 322 351 473 136 189 150 372 351 151 501
split_gain=2.73844 2.64419 2.60276 2.54744 2.53796 2.29311 2.21522 2.1628 1.97158 1.96136 1.87163 1.83509 1.69553 1.64081 1.63267 2.29152 1.63627 1.56434 1.63363
threshold=-0.012048514249999998 -0.029831272499999995 0.078576895000000022 -0.034374836999999998 -0.052050798999999988 0.0044745454000000009 -0.0078810559999999991 0.013749105000000003 0.0067832695000000004 -0.030040853999999995 -0.13040266999999997 0.0102692865 0.31780542500000003 0.60433352500000004 0.75780536500000018 -0.010287049749999997 -0.087470244999999988 0.16461687500000002 0.004200759650000001
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 10 6 9 12 -1 -8 11 -3 -2 -7 -5 -4 16 -16 -11 -9 -19
right_child=1 4 13 5 -6 8 7 17 -10 14 -12 -13 -14 -15 15 -17 -18 18 -20
leaf_value=0.10623280154972894 -0.16014909087604232 0.084061080346319692 0.21908662363021089 0.1160678540087224 -0.17651240723106609 0.15180630114727611 -0.1892046331446694 0.17520414549041949 0.13861295728155773 -0.1858049379194488 0.18482191546545401 -0.13110539429927492 -0.22094036383071944 -0.0038396608498971136 -0.18383056790911281 0.13333055824189186 0.20226070517474454 0.16459969798301233 -0.17068195405623732
leaf_weight=3.1201599752530447 2.9678630474954848 3.9672197373583939 3.2651525940746069 0.93894289992749991 7.9577696332707992 1.4876145040616422 4.389570374041794 1.4982732543721793 13.932876822538672 5.1083220550790447 0.79830848891288209 2.3913193289190531 1.6404473781585691 2.2176620606333017 1.4478502981364729 2.458521087653935 0.47503159474581114 0.8075716067105535 2.0745846200734377
leaf_count=40 97 59 29 11 253 20 97 21 195 136 10 52 35 39 27 33 6 12 42
internal_value=0 -0.04838 0.0409862 0.0350792 -0.0869771 0.0779813 -0.0384964 -0.0899876 0.103504 -0.0340304 -0.0870262 -0.0226056 -0.0982635 0.128918 -0.0833991 0.0157785 -0.152788 0.00943642 -0.076737
internal_weight=0 30.6637 9.24899 32.2814 21.4147 20.3912 11.8902 8.77 17.8118 13.4569 3.76617 3.87893 2.57939 5.48281 9.48973 3.90637 5.58335 4.38043 2.88216
internal_count=1214 689 175 525 514 313 212 172 267 261 107 72 46 68 202 60 142 75 54
is_linear=0
shrinkage=0.2


Tree=19
num_leaves=20
num_cat=0
split_feature=53 264 83 26 552 270 177 246 242 378 63 108 476 328 530 516 472 333 480
split_gain=2.53326 2.3252 2.77792 2.29057 2.05714 2.16338 2.03419 1.97508 1.81409 1.64197 2.13294 1.82 1.63374 1.61229 2.07302 1.90109 1.69583 1.47417 1.46454
threshold=0.15902997500000002 -0.024038999499999995 0.14410993000000002 0.31457848500000002 0.019120323500000005 0.028866892000000002 0.52224438000000017 1.2584606500000002 0.38101199000000002 0.0063968270000000008 0.010016917000000002 0.035453837500000009 0.0087062510000000017 0.012780795000000003 -0.066038139999999981 0.027855511000000003 -0.0058485497499999994 -0.078847974499999987 0.017250306000000003
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 9 6 13 8 -8 -3 -1 11 -11 -5 14 -6 18 -16 -9 -15
right_child=1 4 -4 12 5 -7 7 17 -10 10 -12 -13 -14 15 16 -17 -18 -19 -20
leaf_value=-0.17149594181700531 0.19306306221771172 -0.17902856961682528 -0.1846761911614051 -0.15950519955545883 0.18744898131621532 -0.1909741073125801 -0.13050139048735906 0.19840216582401429 0.11202794251188392 0.100081333256909 0.21617793301331376 -0.20914392936094234 0.17287303418208327 -0.17145987049817904 0.09362619675381173 0.11963937825049378 -0.1659853043153883 -0.081742050721969828 0.1680003187603174
leaf_weight=7.5930780097842199 5.0593779468908897 1.0606701234355593 0.92041617725044478 0.81628437992185299 6.3539581662043956 1.3974956898018707 10.223330014385281 1.456205300986767 4.4514865037053823 1.1775142233818772 1.1487799268215892 2.1541512222029269 2.1484068250283599 2.8608886543661352 3.1963833505287766 2.4216766273602843 1.4690018827095652 1.5522855147719372 0.61823208816349495
leaf_count=287 62 26 25 29 83 31 253 14 64 19 12 88 28 47 46 30 33 29 8
internal_value=0 0.0191937 0.134921 -0.0761607 0.000521364 0.048186 -0.0460591 -0.0885843 0.0560217 -0.11484 -0.0188239 -0.0998541 0.0813575 0.0679391 0.113117 -0.0164277 0.0118817 0.0538567 -0.111139
internal_weight=0 43.0414 5.97979 15.0382 37.0616 18.3176 18.744 13.2318 5.51216 12.0735 4.48045 3.33167 2.96469 16.9201 11.0193 5.9008 4.66539 3.00849 3.47912
internal_count=1214 751 87 463 664 278 386 296 90 406 119 107 57 247 162 85 79 43 55
is_linear=0
shrinkage=0.2


Tree=20
num_leaves=20
num_cat=0
split_feature=16 47 27 41 471 112 284 495 368 159 468 86 333 304 326 160 341 260 45
split_gain=2.16478 2.67791 2.00145 2.04764 2.19503 2.05867 1.88931 1.75986 1.63297 1.51537 1.4806 1.48022 1.67635 1.38576 1.21314 1.48542 1.14311 1.1436 1.28712
threshold=0.0020840763000000003 0.014954072000000001 0.0035816428500000004 0.087137767500000005 -0.014319601499999999 0.23640458000000003 0.080118380000000003 -0.016932232499999995 0.0059297525000000005 0.61053685000000013 -0.035396106499999989 0.053392560000000013 -0.049755973499999995 0.014991635000000001 0.033706575500000009 0.54930902000000004 -0.010783322999999999 0.021758836000000004 0.014665259250000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 7 6 11 -5 -4 -1 -9 -2 12 14 -11 -6 -16 -12 -18 -19
right_child=2 -3 3 4 5 -7 -8 9 -10 13 16 -13 -14 -15 15 -17 17 18 -20
leaf_value=-0.15405456661920869 0.092086077563780039 -0.19817850321128416 -0.13415797067003432 -0.16820026658914969 0.16297711174298013 -0.18678292791634221 0.13070547154337159 0.12878802666514796 0.14855848459062168 -0.15839032248691201 0.15130539216126615 0.1542242659246178 -0.21780869442336784 0.1027679946399529 0.16197894266239107 -0.1696565499267145 -0.1793036156115721 -0.12095510589717924 0.17763024752563408
leaf_weight=1.1057966882362955 1.911178690381347 4.6795474062673748 1.4021380855701888 4.7839372972957781 2.1441964497789714 1.454811799339949 1.0275298813357947 13.436183728277685 2.0094734844751656 1.5713139669969671 0.65036260429769654 4.426043258048594 1.1331466557458085 1.6834216713905332 0.86176009848713908 1.4479985265061257 5.1080129886977366 1.6216668533161285 0.89686553645879019
leaf_count=51 33 256 29 143 31 38 14 168 40 46 12 58 28 34 14 34 142 28 15
internal_value=0 -0.102532 0.0115273 0.0340241 -0.0152156 0.0355285 -0.115351 0.0810495 0.0411429 0.0991282 -0.0665804 0.0678282 -0.000613859 -0.0233134 0.0546435 -0.0459249 -0.103217 -0.124922 -0.0146269
internal_weight=0 7.79482 45.5606 35.3725 17.2794 11.468 5.81147 18.0931 3.11527 16.6909 10.1881 10.0131 5.5871 3.25474 4.45396 2.30976 8.27691 7.62655 2.51853
internal_count=1214 347 867 637 360 203 157 277 91 248 230 165 107 80 79 48 197 185 43
is_linear=0
shrinkage=0.2


Tree=21
num_leaves=20
num_cat=0
split_feature=560 135 140 150 517 131 288 452 27 405 328 265 230 267 509 131 268 303 293
split_gain=1.86081 1.75405 1.65406 1.77595 1.52612 1.50753 1.53334 1.35164 1.34482 1.30278 1.51245 1.62315 1.36345 1.32704 1.27874 1.26348 1.19127 1.42004 1.13303
threshold=1.0000000180025095e-35 0.55090231000000012 0.79116318500000016 0.47646474500000008 0.0070992117000000009 0.24419660000000001 0.013340274000000001 0.017594735000000004 0.0059230527500000003 0.0029730326500000005 0.028642192500000004 -0.035509150499999996 0.44303740500000005 -0.037846439999999988 -0.059897033499999995 0.60675794000000016 -0.0030340773999999993 0.0027701909500000006 0.019054169000000006
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 3 8 15 14 9 -4 -1 12 11 13 -7 -11 -2 -5 17 -6 -14
right_child=5 -3 7 4 16 6 -8 -9 -10 10 -12 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=-0.19595547276244063 0.039239116149587035 -0.1496349531940982 -0.19486701938839182 0.16238978226487791 -0.20886202275570698 -0.14884047043097362 0.14684899154969683 0.11823522718269304 0.20478574574344052 0.18549848280065734 0.11854378593708817 0.19682858562123812 0.14790778286273271 -0.12506848727774184 -0.18456205336671627 -0.092635751454715559 0.12113091058393657 0.16668292208007585 -0.018926908828847153
leaf_weight=2.0724830487743051 1.8588709412142632 5.3279014667496076 2.9069204628467555 4.9167889254167658 1.8369221203029154 0.96316087106243387 4.913301518186926 0.68063665227964509 0.39953821664676059 0.6009267605841212 2.2183326175436378 0.8283792771398949 6.0019117747433466 6.5382572114467621 2.2662364449352053 0.92293525766581286 1.1599755645729608 0.5158515442162751 2.2344779502600431
leaf_count=79 38 238 152 76 73 22 73 20 6 9 36 15 90 125 79 21 23 8 31
internal_value=0 -0.0507115 -0.0165139 0.0195758 0.0594248 0.0280761 0.047054 -0.135465 -0.131186 0.0217606 -0.0275126 -0.0681777 0.0763168 -0.0989271 -0.083712 0.122084 -0.0447429 -0.126523 0.102647
internal_weight=0 20.74 15.4121 11.8245 9.35247 28.4239 24.2987 3.58756 2.47202 19.3854 10.1859 7.96756 9.19955 7.13918 4.12511 5.83972 3.51275 2.35277 8.23639
internal_count=1214 696 458 286 201 518 401 172 85 328 185 149 143 134 117 97 104 81 121
is_linear=0
shrinkage=0.2


Tree=22
num_leaves=20
num_cat=0
split_feature=103 465 460 311 64 143 541 284 419 309 175 126 157 246 159 264 289 527 295
split_gain=1.67093 1.48628 1.468 1.45234 1.68567 1.83642 1.53868 1.34264 1.30836 1.53795 1.24955 1.24075 1.14776 1.14666 1.17881 1.12021 1.11918 1.01921 0.980186
threshold=0.0089964515000000023 -0.0063293449999999992 0.016234496500000004 0.012029958000000002 0.10366527500000002 0.78909822500000015 -0.027684560499999993 -0.019797287999999996 0.0038223867000000008 -0.0023121761499999998 0.63315445000000004 0.69374183500000008 0.071227860000000018 1.1642540000000003 0.39886996000000002 -0.014820142749999999 -0.008651705749999997 0.027745420000000003 -0.009361661999999998
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 6 5 8 16 -8 10 15 -5 -12 -3 18 -15 -10 -2 -6 -9
right_child=3 12 -4 4 17 -7 7 13 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.15092627541470097 -0.09692417833096735 0.13072026335441192 -0.20617700661156133 0.16549198174984447 -0.20462490377789144 -0.11296316038822754 0.19083177983677757 -0.060309687596224154 0.084562582668895894 0.18942272794753168 0.092314402459404254 -0.17404711764747624 -0.14048145248198679 0.14568621850674507 -0.1176158931349684 -0.13520449353325023 0.18149330962848342 0.17210269579432166 -0.20733415725336435
leaf_weight=1.8298981525003912 0.82498814444988999 0.68278483394533207 0.61529591167345632 8.4257126278244048 1.5161190568469454 2.0658290740102521 0.73699742369353671 3.8059292081743461 1.4383866977877913 1.3481053728610266 2.86011098511517 0.92599852196872223 7.2755271410569549 1.4437320083379748 1.2859390852972863 2.6133690942078829 1.9252593982964743 0.35440308414399613 3.4652334027923644
leaf_count=35 21 17 38 138 46 55 16 84 38 16 51 26 386 20 30 61 27 7 102
internal_value=0 -0.0753114 0.0610667 0.0159691 0.0481854 0.0654322 -0.0354986 -0.0696852 0.0863578 0.0043809 0.122607 0.0271683 -0.117214 -0.0888837 0.0216455 -0.0571865 0.0979768 -0.133247 -0.130377
internal_weight=0 10.4035 2.44519 35.0361 21.548 19.6775 13.4881 10.7378 17.6117 5.39986 12.2118 3.78611 7.95831 10.0008 2.72967 4.05176 2.75025 1.87052 7.27116
internal_count=1214 476 73 738 438 385 300 252 330 115 215 77 403 236 50 99 48 53 186
is_linear=0
shrinkage=0.2


Tree=23
num_leaves=20
num_cat=0
split_feature=533 377 189 72 396 329 446 391 141 3 159 190 95 344 53 365 259 362 253
split_gain=1.4794 1.71686 1.32389 1.59399 1.27179 1.31304 1.22309 1.17933 1.36158 1.17982 1.13725 1.07751 1.03611 0.973565 1.31824 0.886054 1.04973 0.840614 0.808072
threshold=-0.032004472999999999 -0.011768368999999999 0.6859308500000002 0.00095403585000000018 0.0111575765 -0.024303200499999997 -0.0035233168499999995 -0.0058037952999999984 0.80164747500000011 0.020719527000000005 0.56299195000000013 0.86682385000000017 0.0046384573500000007 0.013883115500000001 0.24468121500000004 0.015360453500000001 0.040860757000000004 0.0047735560000000008 0.53914368000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 5 -5 15 8 9 -4 12 -8 -1 -7 -15 16 -6 -14 -11
right_child=1 2 7 4 6 13 11 -9 -10 18 -12 -13 17 14 -16 -17 -18 -19 -20
leaf_value=-0.068321260969468514 -0.14912347363408782 -0.16724972379259387 -0.095546399071720398 0.20598597958820997 -0.16864962076394485 -0.21295355951931177 -0.1317770032478299 -0.19782017021603332 -0.15258394048460724 -0.16674299783648525 -0.049456382249887063 0.13000390090300984 -0.040769107654848646 -0.16148454177714988 0.20681983548700919 -0.088633043153960089 0.12618622125153461 0.19247630475189484 0.13468081975340807
leaf_weight=0.97947503160685112 3.8184890691190949 1.6237099561840356 1.995189892593771 0.62043312750756774 0.50707663828507143 1.7622112738899915 1.9937441824004012 2.141927397111429 2.4913391591981053 0.40426279883831773 2.206482679117471 0.91875907406210888 0.72784862993285049 0.86750459112226941 0.70432894956320524 0.95731922378763634 10.187160281930117 4.097444792278111 2.9650735105387866
leaf_count=20 180 86 80 9 19 55 73 109 94 17 55 15 14 27 11 38 188 71 53
internal_value=0 -0.0227811 -0.00677461 0.0227567 0.0394165 -0.0611681 0.0667275 -0.0662704 -0.0304029 0.0263392 0.0727656 -0.0491973 0.119224 -0.110883 0.00355039 0.0957049 0.112206 0.157294 0.0985151
internal_weight=0 33.9585 30.14 20.1422 18.5185 3.95448 14.5641 9.99779 7.85587 5.36453 8.01125 2.9125 5.80477 3.33404 1.57183 11.6516 10.6942 4.82529 3.36934
internal_count=1214 1054 874 521 435 102 333 353 244 150 160 88 105 93 38 245 207 85 70
is_linear=0
shrinkage=0.2


Tree=24
num_leaves=20
num_cat=0
split_feature=220 177 362 212 22 28 321 476 146 449 248 232 40 404 217 491 47 19 129
split_gain=1.34991 1.36737 1.3716 1.49334 1.26034 1.19405 1.19197 1.16353 1.09785 1.08861 1.28269 1.14009 1.36977 1.05832 1.10672 0.975295 0.974638 0.964782 0.833499
threshold=0.52260982500000008 0.75323027500000006 0.021328385000000002 0.80473230000000007 0.34764561000000005 0.008763775250000003 -0.028294094999999995 0.035721061500000005 0.6903010650000001 0.024363980500000004 0.81418180500000015 0.65100402000000013 0.35294745000000005 -0.0031253500999999994 1.0797674500000003 0.0029018095000000002 0.017271555000000004 0.00090757713500000013 0.89480897500000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 7 4 -4 9 16 17 15 11 -11 18 13 -13 -15 -5 -1 -3 -2
right_child=1 2 3 8 -6 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.16555147993682959 0.18706860180020368 0.050409177619554241 -0.19885553647957538 0.11581736247342411 0.055340228173697409 -0.203898944855082 -0.14143463006718293 0.12419219059117621 0.13844350431577943 0.071907202107527893 -0.16034064804140846 0.1325980372941305 -0.17056333789865435 0.086885427219191069 -0.18902899518527627 -0.16569816156675765 -0.18358554665835847 -0.17782752530563711 -0.086024277957804041
leaf_weight=1.0802907822653649 4.6995425401255542 0.89128200430422921 1.8705781702883526 0.86897973669692907 1.338479302357882 0.7103885707911094 4.5873652969021341 0.76783265266567458 3.9029164337553084 2.1133391857147212 1.729788922704756 4.3068613908253637 1.0660288943909106 1.3274101680144643 1.0348247494548557 1.1354775209911165 0.4543305484112351 4.3886757786385715 0.49403207749128331
leaf_count=22 88 32 78 21 43 66 233 15 75 53 51 79 27 26 25 36 31 203 10
internal_value=0 0.0119512 -0.0319972 0.0169942 -0.092832 0.0500724 -0.0903918 -0.105847 0.076655 0.0608296 -0.0326274 0.0886102 0.0399446 0.0735935 -0.0339845 -0.0436545 0.0621881 -0.1393 0.161091
internal_weight=0 32.6464 15.1642 9.11643 3.20906 17.4822 6.12199 6.04779 5.90737 16.7718 3.84313 12.9287 7.73513 6.6691 2.36223 2.00446 1.53462 5.27996 5.19357
internal_count=1214 928 503 253 121 425 286 250 132 359 104 255 157 130 51 57 53 235 98
is_linear=0
shrinkage=0.2


Tree=25
num_leaves=20
num_cat=0
split_feature=533 246 419 39 267 51 17 368 470 276 70 301 275 341 296 166 351 285 361
split_gain=1.30619 1.29428 1.24298 1.34732 1.08994 1.07197 1.21078 1.03236 1.17777 0.963714 1.00658 0.957787 0.910877 0.867228 0.844142 0.845673 0.809037 0.800218 0.852078
threshold=0.00068244664000000012 1.0080371500000003 -0.0052452580999999988 0.018014781000000004 -0.011177159499999997 0.060636871500000009 0.018700948000000005 0.0016425384500000002 -0.015518954749999998 0.020325245500000002 0.0071223540000000009 -0.0024880780999999995 0.010865722000000001 0.015493489500000001 0.0055856145000000006 0.49516916500000008 -0.090699769999999985 0.00041014999500000004 0.016864073500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 7 5 6 -4 8 -1 10 13 -8 -6 -2 -3 -16 -14 -9 -19
right_child=1 14 4 -5 12 -7 11 17 -10 -11 -12 -13 16 -15 15 -17 -18 18 -20
leaf_value=0.11211557854894733 0.21000886802190988 -0.10283681439895281 -0.14616675586101618 -0.15079164704881556 0.08614232818521847 0.13939846144660775 0.16804309207749668 -0.091648902059181053 -0.15792685405459753 0.07431467415265712 -0.16167319517522521 -0.044635040134483946 -0.15665588381889198 -0.20354475793115068 -0.16654175218027456 0.11684686260106608 0.17501542749249366 0.19416143167738642 -0.064592656917076566
leaf_weight=1.5269114915281536 0.58201373415067603 1.4650071712676433 1.9359750144649277 0.92803768557496447 0.9605416783597337 2.4738335197325796 1.5495401504449529 0.51551162870600808 1.1198392964433859 1.0406680810265241 5.9973335631657392 1.868164573330434 3.7293746760115027 0.31132363178767264 0.48872530111111734 3.0489829676225781 0.31937241367995728 5.1417188947089016 0.56499214703217138
leaf_count=37 11 53 77 33 28 63 33 17 40 28 370 47 144 28 24 65 9 93 14
internal_value=0 -0.0548318 0.0248419 0.0784913 -0.0161031 0.0305177 -0.0197941 0.102483 -0.00213928 -0.105078 -0.132171 0.0517903 -0.0889528 0.0658875 0.0248294 0.0776975 -0.130493 0.146987 0.168544
internal_weight=0 12.9341 22.6338 9.79701 12.8368 7.82751 5.35368 8.86897 2.64675 7.93134 6.89067 3.4177 5.00929 0.893337 5.00272 3.53771 4.04875 6.22222 5.70671
internal_count=1214 579 635 234 401 220 157 201 77 437 409 80 181 39 142 89 153 124 107
is_linear=0
shrinkage=0.2


Tree=26
num_leaves=20
num_cat=0
split_feature=552 169 280 101 107 443 115 436 100 421 333 512 406 27 297 201 280 54 396
split_gain=1.14207 1.21929 1.20838 1.04175 1.11658 0.966695 1.38649 1.03443 0.940385 0.916477 0.889774 0.824849 0.772698 0.717378 0.961632 0.601437 0.581988 0.626448 0.579512
threshold=0.014821335500000003 1.1539693000000002 0.0045455880500000012 0.0011669303000000004 0.0017550047500000002 0.033125281500000013 0.059273602500000008 0.059432663000000004 0.0089767240000000019 0.023647844500000004 -0.047170258999999992 0.021106337000000003 -0.05241709549999999 0.0035816428500000004 -0.034370775999999992 0.41082685000000008 -0.025890347499999997 0.00077323563000000013 0.0025701337500000005
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 9 4 -1 6 7 -2 -6 -3 11 13 -8 14 -7 -12 17 -14 -15
right_child=5 2 -4 -5 8 10 12 -9 -10 -11 15 -13 16 18 -16 -17 -18 -19 -20
leaf_value=-0.18127681555995967 0.1128861614354934 0.11197011796049304 -0.15344221924821033 -0.16820128233876944 0.13567307613021576 0.16289734378337761 0.1342684374140117 -0.15910638165113891 -0.14717980106516942 -0.18836073885515897 0.14342667941463572 -0.2087163259610251 -0.18699804202159043 -0.016081259586472323 -0.14315158233107414 -0.12377279549628424 -0.19444546109030358 0.1734824862876656 0.13795488410404955
leaf_weight=1.1597876823507234 2.8160434272140296 3.5351866113487636 1.1729830224066971 4.1718828459270298 1.7184123392216863 0.672822976252064 0.43718241481110487 0.69791957782581437 0.64724511629901815 0.45922079309821118 0.43358231475576658 0.37421121541410762 0.36493882723152715 1.1264529477339218 1.0539586355444015 1.5120791194494811 2.5608116181101646 0.40889002941548824 7.3616149006411433
leaf_count=102 65 86 52 283 33 14 11 15 26 14 14 13 16 38 43 61 130 11 187
internal_value=0 -0.0501159 0.0250322 -0.100564 -0.0205256 0.0264077 -0.0315267 0.0588648 0.0582844 0.0774423 0.0600819 0.082923 -0.115739 0.093607 -0.0239027 -0.0642285 -0.148515 0.00347934 0.117513
internal_weight=0 12.8647 5.16739 7.69733 3.52545 19.8205 7.28579 3.51396 2.36566 3.99441 12.5347 10.5891 3.77182 10.2148 1.72678 1.94566 3.33464 0.773829 8.48807
internal_count=1214 596 152 444 161 618 248 80 59 100 370 295 168 282 57 75 157 27 225
is_linear=0
shrinkage=0.2


Tree=27
num_leaves=20
num_cat=0
split_feature=386 419 553 342 524 121 297 467 13 214 321 89 455 183 344 142 552 425 387
split_gain=1.13079 1.16346 1.07201 0.941865 0.95601 0.88961 0.818758 0.917696 0.816698 0.832815 0.792368 0.785563 0.774302 0.908575 0.753759 0.714332 0.708296 0.696284 0.691396
threshold=-0.011817559499999998 -0.0045324819999999991 -0.034374836999999998 -0.068151864999999992 -0.017116093999999995 0.0048733925000000013 -0.03192491649999999 -0.0044885544999999994 0.0029613895500000004 0.91488360000000013 -0.017278359999999996 0.043233603500000009 0.015650920500000002 0.64828360000000018 0.016448466000000002 1.2518982000000001 0.022038470500000004 0.020842584000000001 -0.019018233499999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 6 11 10 12 7 16 -2 17 -5 -3 13 -4 -8 -15 -1 -10 -14
right_child=1 3 5 4 -6 -7 14 -9 9 -11 -12 -13 18 15 -16 -17 -18 -19 -20
leaf_value=-0.17707848376246788 -0.2032552590804286 -0.10918428971806596 0.11407958289605079 0.09078641863290221 -0.17359269483696343 -0.20653220346897544 -0.18308749713267758 0.16703676294967498 0.10574704796130495 -0.16961479566411652 -0.2043981599953153 0.17886063922452611 -0.21102443888574396 -0.18555034721004757 0.068859283535368007 0.13351999898916736 0.060506573800555213 -0.1299239022472389 0.13093493943343723
leaf_weight=0.95959349046461362 0.57768793264404195 0.70020402502268619 1.3851070690434428 1.1879475156310944 4.8160047237761248 0.4435331441927709 1.9331928272731631 1.2200583727098999 4.0502854867372662 0.62383081554435182 0.52428078674711365 0.82487650867551565 0.24505972815677513 1.1718685354571787 0.62969293352216471 0.36905287113040675 1.0523735238239167 0.57231498975306738 6.7737775307614356
leaf_count=39 68 37 40 45 276 23 101 29 145 32 43 13 7 57 23 10 25 20 181
internal_value=0 -0.0456518 0.0321577 -0.0948987 -0.127957 0.0706032 -0.0367627 0.0301813 0.0224445 0.0472964 0.000401507 0.0466117 0.0829632 -0.00346963 -0.121185 -0.109133 -0.0528079 0.0765691 0.118996
internal_weight=0 13.8774 16.1833 8.05331 6.52823 10.3884 5.79491 3.23203 5.82412 5.24643 1.71223 1.52508 9.94487 2.92603 2.56289 1.54092 2.01197 4.6226 7.01884
internal_count=1214 679 535 414 364 318 217 93 265 197 88 50 295 107 124 67 64 165 188
is_linear=0
shrinkage=0.2


Tree=28
num_leaves=20
num_cat=0
split_feature=560 322 468 414 150 189 406 547 369 430 16 210 393 508 238 437 552 330 487
split_gain=0.98859 0.83207 0.904867 0.808262 0.79633 0.782549 0.884593 0.810831 0.779375 0.751625 0.677789 0.674109 0.63434 0.651679 0.619367 0.63595 0.757585 0.601366 0.563866
threshold=1.0000000180025095e-35 -0.023410646999999996 -0.0056273009999999986 0.0052272035000000012 0.47646474500000008 0.69614220000000004 -0.032971359999999991 0.006651880350000001 -0.005720961499999999 -0.015956975999999998 0.0025294622000000002 0.30681689000000006 -0.0065225402499999993 0.049752992000000003 0.62135845500000009 0.00079707238000000012 0.025350937000000004 0.0022701258000000003 -0.018570518999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 10 18 7 -7 12 17 -5 -3 -8 -6 -14 15 16 -10 -2 -1
right_child=1 2 -4 9 5 6 11 -9 14 -11 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.2209724566198645 -0.14978927208667403 -0.1229923295791827 -0.15461998634774968 0.11114857928300177 -0.18652549304470178 0.10962327998647348 0.16833388131788365 -0.13872951489039326 -0.18194653773804115 -0.097687538784658953 0.1486094116082545 -0.19775205356424078 0.091956374712471853 -0.20654222834555025 0.15567823752061816 0.11259121305017999 0.097491386390441859 0.17284437198322514 -0.18441766642055563
leaf_weight=0.14707680791616473 0.97005103342235066 0.44506705529056612 1.578610559925435 0.9204871407710028 0.41360308974981386 0.59592077741399441 0.22218391392380032 1.0970834279432891 0.8700013761408647 2.7455373841803512 2.1095443787053227 2.1301522254943848 4.3540741226170185 0.31362899183295656 3.5816058684140444 2.0083639589138329 0.7005892675369978 0.30335551081225276 2.0526046023005646
leaf_count=2 41 25 74 31 30 25 7 92 26 97 55 188 144 15 96 46 19 8 193
internal_value=0 0.0276975 -0.0193891 0.0149284 -0.0492913 -0.0232563 -0.108035 0.017199 0.0712405 -0.0452517 0.101291 -0.163174 0.0508648 0.0718999 0.0968793 0.0380368 -0.0572984 -0.0729303 -0.157312
internal_weight=0 16.2332 7.79925 6.22064 11.3263 9.12665 2.94826 6.17839 8.43397 3.66602 2.55461 2.35234 5.08131 4.6677 7.16056 3.57895 1.57059 1.27341 2.19968
internal_count=1214 518 282 208 696 501 220 281 236 128 80 195 189 159 187 91 45 49 195
is_linear=0
shrinkage=0.2


Tree=29
num_leaves=20
num_cat=0
split_feature=113 10 138 297 56 438 299 356 377 169 268 56 238 280 510 553 533 512 437
split_gain=0.853946 0.89357 0.809195 0.94947 0.809272 0.836995 0.757242 0.7787 0.793693 0.748184 0.677674 0.644177 0.640571 0.613406 0.569619 0.567366 0.520583 0.501567 0.491261
threshold=0.014354005500000001 0.29600562000000002 0.90379778000000011 -0.021090785999999997 0.0024037858000000001 0.0093374255000000014 0.026843774000000004 0.0026458020000000005 -0.0087203747499999974 1.1796688000000002 -0.013226759499999999 0.0016787744000000002 0.63366680000000009 -0.017928057499999997 -0.028311829999999996 -0.05874802149999999 0.0048165672500000006 -0.0071581628499999992 -0.020268401999999994
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 4 12 5 15 18 8 -8 13 -11 -7 -4 -6 -3 -2 -10 -18 -1
right_child=1 14 3 -5 9 11 7 -9 16 10 -12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.060638224611543917 -0.12885775408876457 0.050872406275825149 -0.12720938082993286 -0.17941143834583928 0.10887454085434359 0.1396724366684565 -0.20840041499305856 -0.16756568321270951 0.15895919224144492 0.15428068038609241 -0.096987813812688575 -0.13072878527560369 0.092635728148263374 -0.14003566597520842 -0.16249541163477021 0.15232755173153462 -0.19420655075344079 0.13051600960899798 -0.15262449227741784
leaf_weight=0.49835421238094602 0.30268246121704834 0.72773509798571501 0.74686040193773884 1.3272547672968347 0.5102801984176043 0.5634296992793677 0.3977083205245443 0.82245056924875815 1.6683193356730046 1.4815106159076097 0.60454000206664193 0.94094288442283869 1.827014355221763 1.7687067277729509 1.6026783406268794 5.5531545755220568 0.40183886908926147 0.36137542943470091 3.247841413132849
leaf_count=21 16 32 34 105 19 16 28 57 51 39 28 26 65 93 114 141 39 17 273
internal_value=0 0.0196639 0.0368932 -0.0420098 0.0631452 0.103609 -0.0610793 0.00373064 0.0535259 -0.00508359 0.0814628 -0.0294559 0.0288433 -0.084303 -0.0958655 0.137793 0.0963673 -0.0404532 -0.124254
internal_weight=0 17.9568 15.6264 3.90113 11.7252 7.36021 7.39789 3.65169 2.82924 4.36504 2.08605 1.50437 2.57387 2.27899 2.33041 5.85584 2.43153 0.763214 3.7462
internal_count=1214 728 582 204 378 199 486 192 135 179 67 42 99 112 146 157 107 56 294
is_linear=0
shrinkage=0.2


Tree=30
num_leaves=20
num_cat=0
split_feature=386 419 278 71 3 498 115 220 152 253 424 32 518 526 145 449 546 127 0
split_gain=0.736544 0.757508 0.691729 0.752794 0.689367 0.754644 0.661569 0.656332 0.60728 0.597647 0.564608 0.555844 0.530012 0.499126 0.565904 0.620984 0.490781 0.523471 0.478479
threshold=-0.012048514249999998 -0.0045324819999999991 0.0095992510000000014 0.048088826000000008 0.019799893000000002 0.0091812840000000014 0.071969560000000016 0.52971743000000016 1.2077790500000003 0.66038685000000008 0.010520390000000003 0.21882314500000002 0.028015770000000006 1.0000000180025095e-35 0.20999495000000004 0.015870503500000004 0.010773510500000002 0.051779762000000007 0.0021104672000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 -3 9 6 8 -1 -2 13 -4 16 -5 -8 18 -15 -16 -9 -18 -6
right_child=1 2 3 11 5 -7 12 10 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20
leaf_value=0.050273206861719461 -0.15691471073536889 -0.18377683303241632 -0.10589889888123194 -0.15629796640169802 -0.020598141171147735 -0.14358744681777832 -0.1895181487492964 0.11933183107779372 -0.12907417460231455 0.12900066904487764 -0.15457191318515845 0.17522071250118987 0.13941546911073163 -0.20731378046852253 0.1299693831424997 -0.11004908770579919 -0.19153057636484316 0.14696771064592165 0.13953215641694447
leaf_weight=1.28964100359008 0.71796425082720805 2.0249790491070581 0.65413395524956275 1.9453003526432442 0.87588218390009753 0.70686398865655142 1.3666472799377514 2.6892000073567042 0.5671760090626784 1.283056136453524 0.47033196047414083 0.22578018717467774 0.22873787279240776 0.40716218715533647 1.3234690900426356 0.63952246727421869 0.47583859576843668 0.29668050026521087 5.049383504781872
leaf_count=45 78 164 34 175 38 27 130 104 25 39 50 7 11 20 37 26 27 11 166
internal_value=0 -0.0419515 -0.0881077 -0.040952 0.0294469 0.0552828 -0.0562492 0.0189274 0.0711443 0.0496818 0.0510349 -0.121822 -0.142357 0.0848337 0.00726589 0.0517738 0.07897 -0.0615327 0.115861
internal_weight=0 10.7833 6.13325 4.10827 12.4545 9.56946 2.88503 4.65002 8.8626 1.93719 3.93205 2.17108 1.59539 8.29542 2.37015 1.96299 3.46172 0.772519 5.92527
internal_count=1214 689 419 255 525 339 186 270 312 73 192 182 141 287 83 63 142 38 204
is_linear=0
shrinkage=0.2


Tree=31
num_leaves=20
num_cat=0
split_feature=533 377 151 387 364 530 15 550 149 3 118 397 404 332 11 71 481 284 49
split_gain=0.684145 0.624888 0.628523 0.757864 0.67637 0.687717 0.649635 0.656896 0.584377 0.592841 0.565504 0.83684 0.691074 0.538785 0.50625 0.452439 0.447846 0.434209 0.430015
threshold=-0.032617386499999991 -0.012005873499999998 0.14480567500000002 0.047069356500000006 -0.0038724044499999998 -0.091408987999999983 0.019368641000000002 0.016946567500000002 1.1860181500000002 0.020512935500000003 0.197784345 -0.082004942499999983 0.0085932155000000027 -0.010910557999999999 0.0023047885500000003 0.034010000500000005 0.0021612360000000004 0.07957586500000001 0.039436910000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 15 6 4 10 -6 -3 14 9 13 12 17 16 -1 -8 -2 -4 -12 -7
right_child=1 2 3 -5 5 18 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.11847160266517648 0.099420856022927009 -0.20625986936108953 0.11424020249342781 0.12033285049082343 0.18391462970675737 0.030061546077806506 -0.098844690688797782 -0.10701140786020974 -0.096973942457700676 0.1629687193366767 -0.17583025781503814 0.10333385368223764 -0.20806029612583707 -0.16550100942714022 0.12632967411286042 -0.17158988787424467 -0.14588138485298477 0.076909217828217455 -0.18396096494383396
leaf_weight=0.55798213928937912 0.29149807244539871 0.36773507413453899 2.2911442645126971 1.1080467370338727 0.26246341841761189 0.43807813688180974 0.44972138968296338 0.71439971367362876 0.69049080903641868 2.2713832366280258 1.8699635916855193 0.77009302098304022 0.36988119559828181 0.51292475638911417 3.5678899839986116 1.5927939107641576 0.29933951050043095 0.31816476664971549 2.6293165356619284
leaf_count=21 10 29 88 47 11 24 55 47 32 81 108 29 17 21 116 168 26 15 269
internal_value=0 -0.0209277 -0.00767145 -0.0359728 -0.0546996 -0.126808 0.0498025 0.0697016 0.0705271 0.105131 -0.0141308 -0.0759746 0.0476682 -0.0175408 0.101124 -0.129665 0.0841822 -0.139081 -0.153395
internal_weight=0 17.3405 15.4562 10.3565 9.24844 3.32986 5.09975 4.73201 4.03278 3.34229 5.91859 2.95822 2.96036 1.07091 4.01761 1.88429 2.59048 2.18813 3.06739
internal_count=1214 1059 881 634 587 304 247 218 155 123 283 152 131 42 171 178 114 123 293
is_linear=0
shrinkage=0.2


Tree=32
num_leaves=20
num_cat=0
split_feature=53 115 67 264 83 363 555 6 41 328 117 349 128 143 332 427 180 524 83
split_gain=0.585739 0.637111 0.588759 0.569054 0.654247 0.623721 0.728618 0.635291 0.560794 0.549763 0.531094 0.524945 0.478949 0.454752 0.493849 0.396679 0.471669 0.407889 0.363574
threshold=0.16590571500000004 0.054868990500000006 0.019306333500000005 -0.024038999499999995 0.14410993000000002 -0.012601181999999999 0.0040150315000000011 0.011155888000000001 0.11356044000000001 0.012780795000000003 0.0033521705500000006 0.0018947254000000002 1.0273129500000002 0.52839490000000011 0.0047261437500000008 0.016368884500000003 1.1461107000000001 -0.0012288442499999999 0.058738514500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 4 -2 9 -7 18 -1 15 -3 -9 -4 14 -11 16 -5 -18 -8
right_child=3 2 12 5 -6 6 7 11 -10 13 -12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.10478337106671953 0.16057349714444938 -0.14258936287040919 -0.17398629098405591 0.12964818074248502 -0.17516775963612585 0.11401454663195712 0.0044028247320471127 0.13917245705574663 -0.17068495402325604 0.13874707156470928 0.15642389935777382 -0.14034780203136923 0.16707276875746113 -0.14207056327367082 -0.1322171070236981 -0.13945807166643751 -0.20501727294789665 0.069475283389630868 -0.16496467040704965
leaf_weight=1.3069442310370529 1.7513180798850965 0.41506686841603402 2.5994178329710853 3.4250658828532323 0.26764232688583423 0.89251908124424151 0.63390371541027013 0.76466313772834815 0.38201729883439828 0.7539599097799512 0.55571998411323875 0.41439152741804719 0.17583993286825705 0.98938622081186611 0.41832699603401124 0.30830928613431741 0.34089599899016321 0.59361080324742932 2.5320850270800292
leaf_count=50 60 70 348 135 22 40 34 27 22 37 21 27 7 58 24 10 35 30 157
internal_value=0 -0.0595031 -0.105482 0.0177897 0.116066 0.00134695 -0.0505755 -0.0843841 0.0424766 0.0411661 0.0285786 0.040932 -0.152377 -0.0422186 0.0420543 0.0797812 0.0952858 -0.0306561 -0.131053
internal_weight=0 5.43501 3.74604 14.0861 2.01896 12.0671 5.23756 4.34504 1.68896 6.82956 0.970787 1.17905 2.77526 2.16167 1.17229 4.66788 4.35957 0.934507 3.16599
internal_count=1214 518 446 696 82 614 285 245 72 329 91 54 355 119 61 210 200 65 191
is_linear=0
shrinkage=0.2


Tree=33
num_leaves=20
num_cat=0
split_feature=552 257 169 43 74 443 228 61 333 305 222 63 299 51 441 134 460 484 3
split_gain=0.551232 0.618989 0.467584 0.50412 0.457952 0.432619 0.602971 0.440701 0.43588 0.462392 0.428391 0.386666 0.527503 0.498834 0.419859 0.380372 0.333479 0.422064 0.330349
threshold=0.014821335500000003 -0.013214989499999998 1.1295477500000002 0.0019391308000000003 0.0013039742000000001 0.033125281500000013 0.65338885000000013 0.0052146895500000011 -0.042606123999999995 -0.0081609684999999991 1.6388443500000001 0.0063448107500000007 0.018722556500000005 0.026183776500000002 0.037809651500000006 0.78896481500000004 0.013586071000000002 0.025260372000000003 0.022387166500000003
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 4 -4 -1 6 7 -2 11 -10 16 12 -7 -13 18 -3 -9 -18 -14
right_child=5 15 3 -5 -6 8 -8 10 9 -11 -12 13 14 -15 -16 -17 17 -19 -20
leaf_value=0.07916041549665985 -0.14504808037124972 -0.14348138930194113 0.12600861724351228 -0.11075466787988686 -0.13223468209621972 -0.13713746759372522 -0.139992652890818 0.15657144756330571 -0.17177475782736321 0.19735905461536254 -0.14209521916608411 -0.15358967310234217 -0.15596323448926416 0.13272035742426905 0.16856785497274462 0.10303040747150145 -0.20426689803475406 0.14298807620445689 0.075586920632201973
leaf_weight=0.59111596306320313 0.49595575593411778 2.5742748162592792 1.5347585063427689 0.46984377875924099 1.3371916807373052 0.69608707760926458 1.3093878204235805 1.3076877903658899 0.59811387694207951 0.17558671184815366 0.3423787923529743 0.26192899397574398 0.42228670639451571 3.4432412462774664 0.8697153660468756 0.27735179802402843 0.27559116133488704 0.28456989070400596 0.59191623190417886
leaf_count=44 51 311 63 23 144 58 88 53 48 9 19 14 42 147 25 11 27 10 27
internal_value=0 -0.0485604 0.00287962 0.0705154 -0.0674323 0.0238339 -0.0285763 0.0253326 0.0536484 -0.0880021 0.0635646 0.0710855 0.0116381 0.11248 0.066609 -0.119505 0.101262 -0.0278564 -0.0208243
internal_weight=0 6.78454 3.93291 2.0046 1.92831 11.0744 4.01557 2.70618 7.05888 0.773701 2.21023 6.28518 2.58001 3.70517 1.88392 2.85163 1.86785 0.560161 1.0142
internal_count=1214 596 274 86 188 618 248 160 370 57 109 313 152 161 94 322 90 37 69
is_linear=0
shrinkage=0.2


Tree=34
num_leaves=20
num_cat=0
split_feature=486 117 530 474 316 460 115 53 97 68 232 204 148 375 106 59 216 101 292
split_gain=0.505859 0.554667 0.535794 0.573817 0.483774 0.568692 0.451918 0.426261 0.434416 0.444792 0.362831 0.361975 0.361538 0.344703 0.391962 0.441224 0.369574 0.312061 0.306786
threshold=0.007201385900000001 0.0017915473500000002 -0.034538686999999992 -0.04736712399999999 -0.023609384499999997 0.017769955 0.13222501500000003 0.16265090000000001 0.0077514551500000002 0.0012315634000000001 0.72524543000000008 0.20777618500000003 0.37054784500000004 -0.0038299694499999994 0.21151519000000002 0.0061363277000000011 0.65039015000000011 0.0012391950000000002 0.020627897000000003
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 4 -4 -3 6 13 11 12 18 17 -1 -9 14 15 16 -6 -8 -10
right_child=1 2 3 -5 5 -7 10 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.10643657033115875 -0.19743438982848865 0.16449100752186496 0.10232613616713471 -0.15760683580365836 -0.12508872218689182 -0.11724122832605749 0.16073243883425481 -0.19894656626415458 0.12122698241293002 -0.11284867986700656 -0.2025655811143075 -0.17140144646098068 0.0037200578288058548 0.12150298074338757 -0.20454137865748012 -0.17219624907269038 0.12307270506130351 -0.20132085288271334 -0.044006994541181829
leaf_weight=0.21529779315460729 0.43738679733360086 1.3048563858610567 0.4983288290677591 1.0672785323113192 0.28316216997336496 0.89299232698976982 0.31246805191040028 0.77453934447839834 1.5333083631703637 0.67751862597651769 0.45787381555419415 1.4562185759423298 0.64552628417732194 2.9374663813505331 0.27618564933072765 0.31068887561559666 1.5764339179731903 0.13696720777079463 0.6358568938449024
leaf_count=23 73 53 23 88 18 86 22 55 83 47 67 222 53 119 20 14 68 31 49
internal_value=0 0.0230444 0.0326354 -0.0748708 0.0524623 0.0321148 0.0533147 -0.0500035 -0.0164649 0.0286084 -0.0772615 -0.135615 -0.106819 0.0753195 0.0198673 0.048425 0.085285 0.0503952 0.0727912
internal_weight=0 10.4921 10.0547 1.56561 8.48909 7.18424 6.29125 5.93827 4.26675 2.84668 0.907309 1.67152 1.42007 5.38394 2.44647 2.17028 1.8596 0.449435 2.16917
internal_count=1214 682 609 111 498 445 359 532 287 179 120 245 108 239 120 100 86 53 132
is_linear=0
shrinkage=0.2


Tree=35
num_leaves=20
num_cat=0
split_feature=560 324 384 168 451 456 14 364 114 363 140 159 267 469 17 150 193 472 117
split_gain=0.431561 0.429356 0.417776 0.405189 0.402304 0.477803 0.41426 0.626407 0.396939 0.394394 0.370627 0.420263 0.356464 0.349245 0.333335 0.331591 0.321659 0.311675 0.29285
threshold=1.0000000180025095e-35 0.027201246500000002 0.0053711032000000004 0.28689718000000003 0.0024727284000000001 -0.0093780889999999974 0.0095632740000000018 -0.0091428944999999984 0.017640664000000004 -0.017818286499999999 0.78766162500000014 1.0981499000000003 -0.022340994999999995 -0.011570459499999998 0.015009533500000002 0.41371999000000009 1.21668825 0.0086996770000000011 0.0045822373500000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -5 -6 18 13 -1 14 15 -12 -9 -8 -10 -3 -17 -4 -7
right_child=2 10 17 4 5 6 7 12 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.18237068534633205 -0.18835138788425904 -0.16400465484205581 -0.20421637460367129 0.10857619572737834 -0.12108591353042589 0.15948132501869669 -0.12283803636481777 0.072255269189665947 -0.16737918198678295 -0.16537508133772905 -0.17537794842624788 0.17324027914376106 -0.18231398559050782 0.11666020805288282 0.12014254067855984 0.094335138499465551 -0.13961318327695546 0.12234651465024514 -0.098695660123941098
leaf_weight=1.3135907347314053 0.30692130024544706 0.27910503803286779 0.50493709987495172 2.6971239096601494 0.87828417005948622 1.3142112968489534 0.29631926119327423 0.29518397548235953 0.21165760431904346 0.53674486279487588 0.71766204590676341 0.17134248575894162 0.864078764105217 1.3675775998272 0.67773090698756278 2.0097849084995691 0.26621949626132835 0.15212376811541617 0.2028681719675659
leaf_count=265 33 39 40 152 50 71 12 13 24 61 113 12 58 68 31 131 20 10 11
internal_value=0 -0.0439622 0.0248535 0.0371166 0.0458589 0.0134444 0.0406677 -0.00462688 -0.10305 -0.0299881 0.00304066 -0.108187 -0.117493 0.0740086 0.0517178 0.0417403 0.0669707 -0.12861 0.124957
internal_weight=0 6.18384 8.87963 8.22257 7.91565 5.21852 4.34024 2.82316 2.73972 1.42613 3.44411 0.889005 1.15926 1.6639 0.889389 2.55511 2.276 0.657061 1.51708
internal_count=1214 696 518 468 435 283 233 151 381 116 315 125 71 80 55 190 151 50 82
is_linear=0
shrinkage=0.2


Tree=36
num_leaves=20
num_cat=0
split_feature=503 364 311 336 491 143 398 29 429 342 386 545 59 393 13 190 301 378 316
split_gain=0.392752 0.555828 0.432467 0.374374 0.370268 0.38158 0.359474 0.34364 0.362769 0.379306 0.348043 0.366216 0.347 0.363568 0.332056 0.32104 0.269856 0.268527 0.261478
threshold=0.007885617000000001 0.0097528980000000012 0.040347414000000005 -0.0062025911499999998 -0.033254452499999997 0.23238181000000002 0.042850325000000002 0.050693038500000009 -0.0043033236999999993 -0.083613739999999978 0.0076830637000000002 -0.027544029999999997 0.007890707000000002 -0.011001707499999997 0.0042986493500000002 1.2660969500000003 0.030994913500000002 -0.0018349905499999996 0.017314021000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 17 -2 -6 -3 -7 10 -10 12 -12 13 -9 -4 -15 -5 -1 -11
right_child=1 6 14 16 5 7 -8 8 9 18 11 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=-0.17816927687159673 -0.16815637660264587 -0.18429912493842004 -0.20309033842835023 -0.15541940561213355 -0.12703624809918576 -0.20385500353282873 0.17013116498465797 -0.11441261598855255 0.13434269723663894 -0.13675601361680839 0.17363406392316555 -0.15078096283220391 -0.13264406393125547 0.11867791094208527 0.16601331883736778 -0.14207909032138755 0.12779492888248564 0.10645053866425769 0.18488591290735878
leaf_weight=0.17877425777260214 0.36165483691729328 0.78498384804697785 0.12219001096673299 1.9943969081796251 0.52669668709859152 0.21078719268552859 0.13400279788766056 0.30503446765941955 0.37343160295858968 0.91162382677430531 0.19252350577153265 0.50239524390781287 0.27203777490649361 5.4930872027762243 0.48236009769607335 0.19558762182714406 0.14431164984125633 0.51327390287770036 0.11371010157745332
leaf_count=13 28 133 19 293 41 18 8 27 16 102 9 65 29 329 23 16 9 30 6
internal_value=0 0.0158771 -0.062142 -0.0949356 0.0303047 0.0381947 -0.132618 0.0483492 0.0547087 -0.0382329 0.0733855 -0.0609035 0.0882792 0.0983063 0.0914111 0.109713 -0.136309 0.0329257 -0.101086
internal_weight=0 10.3776 3.43531 2.83076 9.45857 9.09692 0.918987 8.57022 8.35943 1.39877 6.96067 0.694919 6.26575 5.99371 0.60455 5.68867 2.13871 0.692048 1.02533
internal_count=1214 827 387 345 686 658 141 617 599 124 475 74 401 372 42 345 302 43 108
is_linear=0
shrinkage=0.2


Tree=37
num_leaves=20
num_cat=0
split_feature=533 311 247 248 246 259 424 224 362 149 0 65 107 181 102 32 140 58 326
split_gain=0.355465 0.404768 0.453967 0.518485 0.422449 0.373032 0.43233 0.325022 0.368534 0.304888 0.304247 0.292809 0.288863 0.365373 0.298923 0.268201 0.257443 0.246776 0.239856
threshold=-0.032004472999999999 0.0080276860000000009 0.64530580000000015 0.47633152000000006 1.1681084000000002 0.040860757000000004 0.014319868500000001 0.91933468500000015 0.021328385000000002 1.1860181500000002 0.0023158118500000006 0.19366953000000003 0.0016423185500000002 0.67172295000000015 0.26144023000000005 0.11128007300000002 0.39128080000000004 0.14639189000000002 0.055460812500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 16 -5 12 17 -9 11 -6 -1 13 -7 -15 -13 -2 -4 -11
right_child=1 2 7 5 10 6 -8 8 -10 18 -12 15 -14 14 -16 -17 -18 -19 -20
leaf_value=0.13592136182599593 0.010643568464134345 -0.14779877609110537 0.16547415165401883 -0.17975995156470767 -0.13084443018296049 0.11216033019342631 -0.1255659367793644 -0.20309381261123291 0.13547031702273873 -0.18085631464543842 0.14715341853825928 0.14500846370973827 0.11321305407344243 -0.2035281836259053 0.071173537551750113 -0.17891782228566408 -0.17457888015215378 -0.1730144017738322 0.13725672925867702
leaf_weight=1.6171820424497143 0.37487676308955853 0.5883361417800187 0.093568625394254812 0.26765984197845671 0.24727764562703658 0.62105260998941936 0.4445391668123192 0.18403417314402748 0.42698170500807464 0.31409831257769827 0.43359491252340376 0.16959284571930755 3.2228501988574862 0.42189010098809376 0.25375676067778841 0.25744811072945595 1.506018996966304 1.0872099710977634 0.13579860702157021
leaf_count=100 38 86 5 36 23 50 82 29 28 24 26 13 176 52 17 15 240 166 8
internal_value=0 -0.0200322 0.00311078 0.0302112 -0.0887977 0.0502293 0.0626301 -0.0849164 0.0334969 0.0642201 0.0461908 0.0970246 0.0811409 0.00142801 -0.100357 -0.0502754 -0.137663 -0.146191 -0.0848359
internal_weight=0 10.1736 7.61188 5.82008 2.56177 5.23175 4.96409 1.79179 0.611016 2.49412 0.680873 2.04422 4.51955 1.2967 0.675647 0.427041 1.8809 1.18078 0.449897
internal_count=1214 1054 727 499 327 413 377 228 57 160 49 128 295 119 69 28 278 171 32
is_linear=0
shrinkage=0.2


Tree=38
num_leaves=20
num_cat=0
split_feature=552 176 533 57 151 532 216 334 189 10 516 289 141 132 185 61 247 108 70
split_gain=0.31537 0.379309 0.323913 0.268165 0.277033 0.271998 0.286301 0.281865 0.260351 0.31763 0.273257 0.296314 0.260207 0.239136 0.231574 0.221587 0.234878 0.289196 0.268974
threshold=0.014029546750000002 0.67294873000000011 0.0090135245000000017 0.10042723800000002 0.32874700500000004 -0.089436374999999985 0.73176983000000007 0.015129419250000001 0.69388323000000007 0.23823868000000004 0.027777141500000001 -0.018955239999999995 0.79780497500000014 0.70684468000000011 0.23347171000000003 0.0050840687000000004 0.40787130500000007 0.027386903000000001 0.010856694500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -3 5 -5 -7 -8 9 13 11 -11 15 -2 -1 -10 18 -18 -17
right_child=8 3 -4 4 -6 6 7 -9 12 10 -12 -13 -14 -15 -16 16 17 -19 -20
leaf_value=-0.20400534113106381 0.10054210519513829 -0.20231316650589282 -0.18549267265295821 -0.16153452187772305 -0.16840742660778904 -0.20151464141353337 0.11565477731098471 -0.20265164138416278 -0.19303542773014959 -0.20233070167254372 -0.14366968868822419 0.079873019319005187 -0.14063472472256242 -0.076101052958313167 0.10952024547520184 0.16409214090181207 -0.19717185376071134 0.12724273838086772 -0.15783640087696565
leaf_weight=0.1035454548546112 3.0132082332856958 0.64617552913841825 0.21616474605980318 0.36577004817081649 0.62280829381779756 0.17404669267125417 0.89345279068220385 0.12710978375980631 0.19635421899147365 0.17891710973344732 0.52721739251865063 0.88498717988841225 0.64975236746249709 0.34127795655513171 1.0478256425121797 0.14006615825928737 0.12500524823553838 0.91042044258210808 0.40108555986080319
leaf_count=11 207 161 50 44 99 39 62 16 44 23 60 83 85 32 79 10 7 68 34
internal_value=0 -0.0473355 0.0391488 -0.0891366 -0.0556388 -0.0106284 0.0355766 0.0760101 0.0213506 0.0476632 -0.0259308 0.0324147 -0.0323634 0.0825708 0.0813242 0.00731636 0.0322691 0.0880767 -0.0745117
internal_weight=0 4.1969 1.36754 2.82936 2.18319 1.56038 1.19461 1.02056 7.36829 4.94561 1.59112 1.0639 2.42268 3.35449 1.15137 1.77293 1.57658 1.03543 0.541152
internal_count=1214 561 140 421 260 161 117 78 653 405 166 106 248 239 90 163 119 75 44
is_linear=0
shrinkage=0.2


Tree=39
num_leaves=20
num_cat=0
split_feature=518 483 533 91 42 349 114 398 270 533 247 216 408 528 110 71 371 297 449
split_gain=0.282844 0.28822 0.357376 0.344824 0.302583 0.353312 0.303251 0.299964 0.286116 0.357695 0.28498 0.25664 0.273492 0.319397 0.24741 0.241864 0.252384 0.216818 0.214727
threshold=0.028015770000000006 0.016425024000000007 -0.0090344109999999974 0.010184096000000002 0.29534205500000005 -0.011637953749999997 0.020878887000000002 0.046858724000000011 0.0079360590000000005 -0.033594984499999987 0.34840241500000008 2.4263887500000005 -0.025671220999999998 -0.067532722499999989 0.010884772250000002 0.047708547000000011 -0.0024940239999999996 -0.042208825999999991 0.0051160431500000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 -7 11 9 -1 -11 12 13 -4 -6 -2 -17 -15 -5
right_child=15 2 7 18 14 6 -8 -9 -10 10 -12 -13 -14 17 -16 16 -18 -19 -20
leaf_value=0.16260428872414417 0.19460882199300569 0.13957817177152104 0.043995600842593012 -0.086570252907432865 -0.090938021198641097 -0.14262296337943905 0.096618858310733718 0.15927254595211426 0.13541212056637922 0.089004142729885924 -0.15030588453242311 0.14155130374532721 -0.16877369083800201 0.086102058029872974 0.1893782437356395 0.10772334724100796 -0.1534840837476911 -0.15201344083637208 0.14860778086433923
leaf_weight=0.3432595031335951 0.50070605846121974 0.27848984557203982 0.80104729000595387 0.18858023569919147 0.18690290476661164 1.3354102928715286 0.25190436642151315 0.20541959669208143 0.89928625494940195 0.28827024053316397 0.64308700757101178 0.18324477551504958 1.4194271332526134 0.17855343560222525 0.38615792663767934 0.38841195905115455 0.23901168018346652 1.0671643315290569 0.87979522297973745
leaf_count=25 35 18 92 18 17 156 21 14 59 31 69 9 261 19 19 28 29 229 65
internal_value=0 -0.0149563 -0.0338505 0.0123464 -0.0291599 -0.0682013 -0.104656 -0.0758816 0.0490303 -0.011915 -0.0762355 -0.089118 -0.101313 -0.0545285 0.0979535 0.0909455 0.00821861 -0.117883 0.107096
internal_weight=0 9.536 7.3621 3.50724 2.43887 1.8658 1.58731 3.85486 2.1739 1.27462 0.931357 3.64944 3.46619 2.04677 0.573061 1.12813 0.627424 1.24572 1.06838
internal_count=1214 1122 938 314 231 195 177 624 184 125 100 610 601 340 36 92 57 248 83
is_linear=0
shrinkage=0.2


Tree=40
num_leaves=20
num_cat=0
split_feature=220 120 321 364 16 92 94 177 189 364 357 218 427 70 413 47 38 145 51
split_gain=0.268391 0.316819 0.285974 0.26524 0.275479 0.251817 0.273104 0.46707 0.277245 0.280606 0.245861 0.239248 0.284519 0.225721 0.223186 0.21753 0.213283 0.262863 0.212514
threshold=0.52260982500000008 0.0074361765500000005 -0.028294094999999995 -0.0059565254499999989 0.0033941886000000004 0.017994474500000003 0.25012406000000004 0.66115816500000013 0.58920668500000006 0.0097528980000000012 0.011443794500000002 0.83365847500000012 -0.0082751759999999987 0.017260245000000004 -0.0276681355 0.017271555000000004 0.31766973500000006 0.69385235000000012 0.031016764000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 15 4 14 -3 7 10 9 -8 -7 12 -6 -12 -2 -1 -10 18 -18
right_child=1 5 -4 -5 11 6 8 -9 16 -11 13 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.15091632859149026 -0.19681568516601999 -0.2020465849570186 -0.1344400538142905 -0.14681838510326325 0.18097059281940342 0.16911210232052018 0.12891367276304475 -0.18204036118399977 -0.12311048240691785 -0.11255651014539184 -0.20342577867942879 0.17442325274771758 -0.15037330526063572 0.098684129823975814 0.097103610889042374 -0.17874497435245382 -0.14656318680177635 -0.088033154762225563 0.12336505808892793
leaf_weight=0.29691283521242429 0.38074367065564729 0.17486208723857988 1.0936677775462165 0.79199582134606128 0.1595286795636639 0.40274771145777755 2.3219156759441835 0.5375958185759373 0.39182852674275626 0.2099017470027319 0.19849130959482864 0.42399053787812591 0.29599676909856498 0.19720960519043729 0.14183793240226827 0.10962718410883099 0.1318100589851382 0.4497959617874584 1.0155681766918858
leaf_count=22 77 35 233 209 12 25 174 56 44 25 19 32 26 14 12 31 27 50 91
internal_value=0 0.0107834 -0.0812015 -0.0542954 -0.00203235 0.0344563 0.0415173 -0.0379264 0.0649955 0.108894 0.0591055 0.0663021 -0.034334 -0.0528601 -0.117041 0.0620202 0.00911611 0.0415547 0.0923559
internal_weight=0 8.22582 1.50021 2.19409 1.4021 6.03173 5.85686 1.33604 4.52082 2.53182 0.798449 0.879516 0.455525 0.395701 0.522582 0.40654 1.989 1.59717 1.14738
internal_count=1214 928 286 368 159 560 525 114 411 199 58 70 38 33 89 53 212 168 118
is_linear=0
shrinkage=0.2


Tree=41
num_leaves=20
num_cat=0
split_feature=115 336 138 296 280 417 172 486 429 364 292 186 41 414 424 516 66 393 283
split_gain=0.243518 0.236053 0.241495 0.231575 0.222788 0.281705 0.373437 0.257587 0.248042 0.23658 0.232046 0.219769 0.212149 0.201445 0.187424 0.180236 0.196387 0.179395 0.178934
threshold=0.15447735000000004 0.016308017500000004 0.77180272500000013 0.0018359153000000001 -0.011760257499999998 0.039179327000000007 0.72521527000000019 0.014564326000000001 -0.037383511499999987 -0.0092494904999999971 -0.0034872613499999996 0.79155031500000017 0.076535037000000014 0.025163539500000002 0.011023908500000002 0.026204252000000001 0.00180231235 0.0082796135000000014 -0.0010983782499999998
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 7 6 8 13 -6 -7 -11 14 -12 15 -10 16 -1 -9 -18
right_child=1 -3 -4 -5 5 9 -8 17 11 10 12 -13 -14 -15 -16 -17 18 -19 -20
leaf_value=-0.1565105691522253 -0.20147937882148881 -0.15801768336126359 -0.15746084536018212 0.097385412721499837 -0.16692626772739358 0.12442168625235038 -0.15099551611333342 0.0049721381794081074 0.11908923631817414 0.16419886324699873 0.049170579709331683 -0.18353837025221703 -0.17403523286369391 -0.20302837488853043 -0.10712961224852025 0.14737609347331829 -0.11526240739836785 0.15474728332539564 0.1359295072432132
leaf_weight=0.29962387902196519 0.12331629241816677 0.71562151440593869 0.31646562105743214 0.65212948285625316 0.26704912481363852 0.81432780018076301 1.0315768527216276 0.44986946991411958 0.84015325014479481 0.20226900628767908 0.29633345076581441 0.14499987335875619 0.40057827791315503 0.18373474711552251 0.1774357752292417 0.32904595509171486 0.17420378513634194 1.1070801431778816 0.3251698958920316
leaf_count=30 39 259 121 89 30 57 164 41 61 13 28 24 49 17 26 30 20 89 27
internal_value=0 -0.0687399 -0.0102286 0.049858 0.0135517 -0.0159342 -0.0592835 0.056461 0.00689267 0.046331 -0.0243905 0.0468193 -0.079126 -0.0088301 0.0796437 0.0228008 -0.0285023 0.111471 0.0483026
internal_weight=0 1.80753 1.09191 0.775446 7.04345 4.17472 2.46121 2.86873 1.42964 1.71351 0.899181 1.16259 0.696912 1.31178 1.01759 1.12804 0.798998 1.55695 0.499374
internal_count=1214 508 249 128 706 452 305 254 141 147 90 111 77 124 87 107 77 130 47
is_linear=0
shrinkage=0.2


Tree=42
num_leaves=20
num_cat=0
split_feature=533 483 536 135 404 318 142 285 257 506 347 221 417 489 32 268 93 169 289
split_gain=0.22041 0.286291 0.25212 0.258941 0.24474 0.221451 0.211227 0.296828 0.240374 0.238327 0.194487 0.230356 0.201829 0.19611 0.19138 0.186079 0.181982 0.178612 0.178428
threshold=0.00068244664000000012 0.011662863500000002 -0.019628883999999996 0.52082977000000008 -0.017659388999999994 0.0011542824500000001 0.87146995000000016 0.0030522191500000004 -0.015878405999999994 0.0018549213500000002 0.015797997000000005 1.0510045500000003 0.031486058500000004 0.021078978500000001 0.13922683000000002 -0.060026588499999992 0.0031403015 1.1073246000000003 0.014974947000000002
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 -3 -6 7 -1 9 18 13 14 -13 -8 16 -4 -12 -16 -9
right_child=1 2 15 -5 5 -7 10 8 -10 -11 11 12 -14 -15 17 -17 -18 -19 -20
leaf_value=-0.20182128410231118 0.12349467916394695 -0.12739329840514585 0.2029313823031027 -0.15936832441062829 0.11518721475037037 -0.17441603163712727 -0.111098857346227 -0.20221694724149986 -0.091826924593997494 0.14722740453160074 0.15838329558700226 -0.16796871475968569 0.098688267763708759 0.08957078781613545 -0.13484068303880783 -0.18410756709618981 -0.042664880322659776 0.1025913977354819 0.17072768724533055
leaf_weight=0.34552725148387242 0.34207349829375777 0.32475641334895078 0.052987789735198021 0.4296875567524695 0.76888603405677702 0.12243428756482899 0.51610421226359937 0.16977751353988413 0.59059603424975637 0.565444968175143 1.5050575062050491 0.26307751715648908 0.19973951880820096 0.31291131442412734 0.23198961431626219 0.79779978364240345 0.20456667477264989 0.27932690852321684 0.073540793382562697
leaf_count=84 37 67 4 134 102 35 58 26 142 48 121 31 18 28 23 200 20 30 6
internal_value=0 -0.0480947 -0.0716056 -0.0259084 0.0212483 0.0754065 0.0210627 -0.035816 0.00517375 0.0760081 0.0493158 0.0754711 -0.0528867 -0.0353562 0.102219 -0.160002 0.134327 -0.005134 -0.0894977
internal_weight=0 2.83863 2.49655 1.64576 1.21608 0.89132 5.25766 1.74489 1.39936 0.808763 3.51277 2.68376 0.462817 0.829016 2.22094 0.850788 1.70962 0.511317 0.243318
internal_count=1214 579 542 338 204 137 635 306 222 80 329 243 49 86 194 204 141 53 32
is_linear=0
shrinkage=0.2


Tree=43
num_leaves=20
num_cat=0
split_feature=552 169 280 133 319 306 517 117 198 211 297 476 111 12 455 315 216 265 183
split_gain=0.19674 0.203018 0.221485 0.189815 0.19647 0.172249 0.165706 0.156424 0.188168 0.22239 0.279916 0.18297 0.181919 0.168746 0.181205 0.163935 0.159949 0.147272 0.13962
threshold=0.014821335500000003 1.1629726500000002 0.0045455880500000012 0.55692685000000008 0.007569248350000001 0.0042973848000000007 0.0030437607000000006 0.0023873334000000007 0.69577797500000016 0.65952507500000013 -0.043155444999999994 0.011667578500000003 0.12874394000000003 0.0070281868500000006 0.051732860500000012 -0.0089150062499999978 2.6133091500000005 -0.038242841499999992 0.50138280000000013
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 5 -1 -5 -3 -6 11 9 12 18 -2 -9 14 -10 -13 17 -12 -11
right_child=7 2 -4 4 6 -7 -8 8 13 10 16 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.20132652310612592 -0.20144445985506634 -0.12342655426584366 -0.14619652362389901 -0.13289445792316987 0.10730408482519226 0.10765166691296955 -0.10857685743477363 0.12306383850346836 -0.10270633996976203 -0.087998437386142186 -0.15974845243337898 0.080430062969493718 -0.15139655557494286 0.12173675896548286 0.1709800564893269 -0.20158832033309482 0.2028756325720126 0.14363770989408889 0.16307561317876113
leaf_weight=0.44710447514080476 0.25113519828300912 0.15677548074745551 0.25061761743563693 0.57249102470814228 0.39581261490820907 0.72915560664841905 0.22198682755697519 0.65955274295993227 0.31717336106521532 0.12868420360609911 0.7921070827287624 0.33892349875532091 0.11317625379888341 1.3295702768373301 0.13925029058009386 0.10895095218438655 0.059853023383766413 0.069627302727894191 0.28437134972773492
leaf_count=159 72 29 50 162 52 68 76 59 75 12 130 53 17 117 10 28 5 12 28
internal_value=0 -0.0451415 0.0198013 -0.0902196 -0.048485 0.0667598 0.029734 0.0223166 0.0379567 -0.00252041 -0.051957 -0.0647965 0.0828655 0.0857175 -0.0192074 0.0118256 -0.113276 -0.135235 0.0848555
internal_weight=0 2.77394 1.13655 1.63739 1.19029 0.885931 0.617799 4.59238 3.89337 2.10737 1.33464 0.69901 0.772729 1.78599 0.456424 0.447874 0.921587 0.861734 0.413056
internal_count=1214 596 147 449 290 97 128 618 465 263 187 153 76 202 85 81 147 142 40
is_linear=0
shrinkage=0.2


Tree=44
num_leaves=20
num_cat=0
split_feature=344 417 416 63 325 32 193 295 110 29 496 365 420 452 440 307 435 142 251
split_gain=0.179953 0.276256 0.262522 0.246372 0.18806 0.175512 0.162873 0.208701 0.161541 0.161181 0.160125 0.159009 0.145392 0.134781 0.131775 0.126366 0.193681 0.123977 0.125598
threshold=0.01062914 0.023619094500000003 0.056768566500000006 0.0085512205000000032 -0.014943375499999998 0.13071868 0.78199658500000002 -0.0028269274999999996 0.011662188000000002 0.25217803500000008 0.015502704000000001 -0.027104352499999994 -0.049094222499999993 -0.017694478999999996 -0.011545418499999998 -0.019494111999999997 -0.030510201499999997 1.1164939000000003 1.0498755000000002
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 6 4 5 10 7 13 -4 -5 -3 -1 -13 -2 -9 16 -8 -6 -19
right_child=2 3 8 9 17 -7 15 14 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20
leaf_value=0.05132888656532756 -0.15146741846270548 -0.082196673557054303 -0.14708317806494964 0.14152442211473942 -0.20116558481884575 -0.16939424303295911 0.18059417759106813 0.17575375704722104 0.039106026758877893 -0.1364161253295389 0.13746148181895151 0.14176974871526118 -0.16987928535650229 0.10519771891685976 -0.13607119945832657 0.14287546226259262 -0.12136852277222202 0.07551551211165114 -0.14868661886492379
leaf_weight=0.19024518743390217 0.093513781175716182 0.18760841971379738 0.46547931828536082 0.60594650454004284 0.33956991630839173 0.14649636310059577 0.14501286391168833 0.06227390025742352 0.31088541813369375 0.096789092058315873 0.4539480551466113 0.064196979976259172 0.89010897657135524 0.65544394128664862 0.41858984687132794 1.0222614198719382 0.20518695592181746 0.19946777902077883 0.20031568745616823
leaf_count=33 17 43 107 64 137 29 15 8 55 12 53 10 266 87 86 116 28 23 25
internal_value=0 -0.0357542 0.0295409 0.00523978 -0.03985 0.0281249 0.0599916 0.00713418 -0.0725261 0.103243 0.0732275 -0.11563 -0.148914 0.0731509 -0.0956885 0.107356 0.00367002 -0.112302 -0.0368233
internal_weight=0 3.37469 3.37865 2.23014 1.52741 0.788053 2.60228 1.22982 0.776365 0.702736 0.641556 1.14455 0.954306 0.748958 0.480864 1.37246 0.3502 0.739353 0.399783
internal_count=1214 695 519 386 310 125 357 198 162 76 96 309 276 104 94 159 43 185 48
is_linear=0
shrinkage=0.2


Tree=45
num_leaves=20
num_cat=0
split_feature=53 536 106 541 496 54 491 348 312 323 207 364 503 9 330 407 446 37 454
split_gain=0.165171 0.199566 0.177982 0.171577 0.164981 0.174803 0.161329 0.233628 0.159475 0.157304 0.142046 0.1247 0.200806 0.180678 0.121916 0.120056 0.11952 0.129087 0.163517
threshold=0.22028879000000004 -0.030019358999999999 0.26135792000000008 -0.026343963499999998 0.011410414250000002 0.0005336913500000001 -0.010472661999999999 -0.024375352999999999 0.025458160500000004 0.016525320000000007 0.30840179000000006 -0.00055952213999999989 0.032284209500000008 0.034231190000000002 0.010007913000000002 0.0076881318500000009 -0.013324890249999997 0.017345349500000003 -0.00018374935999999998
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 8 -1 10 -6 -5 -8 14 -10 -2 16 13 -13 -3 -11 -7 -18 -19
right_child=4 2 -4 6 5 11 7 -9 9 15 -12 12 -14 -15 -16 -17 17 18 -20
leaf_value=0.12007033310814329 0.13759890310205877 -0.19202823817715206 -0.20105483427654647 -0.16079204945092337 -0.17032026738521655 0.13272818491225008 -0.17455517162723835 0.09021902028808175 -0.13318258542318476 0.12111883902501992 -0.12970082902997115 -0.16616605478571431 0.14253440497252731 0.14039081439441692 0.038153251036319474 -0.12434015497362072 0.12487374481382479 0.13591150710266436 -0.11098668705232287
leaf_weight=0.451197893708013 0.099269459809875449 0.36787291662767507 0.39634933431807429 0.26923856951179914 0.1380590503686111 1.0278187773656107 0.1799412009131629 0.51428973235306352 0.20755166535673197 0.41003556037321687 0.39978150912793353 0.32803536712890435 0.21508735069073737 0.10045285662636161 0.1227537481172476 0.098936821275856346 0.34748274134472001 0.15604170871665701 0.34348013554699719
leaf_count=70 16 117 222 71 37 117 58 93 44 45 81 60 21 10 23 21 44 20 44
internal_value=0 -0.036464 -0.0847693 0.0182892 0.0289788 0.0488001 -0.0293755 0.0215909 -0.0465887 0.013564 -0.0765305 0.0608124 -0.0151472 -0.0942982 -0.134437 0.0734052 0.0868872 0.0312603 -0.0338601
internal_weight=0 3.01817 1.6035 1.41467 3.15551 2.65646 0.96347 0.694231 1.20715 0.716524 0.499051 2.5184 0.643576 0.428488 0.490627 0.508972 1.87482 0.847005 0.499522
internal_count=1214 764 472 292 450 353 222 151 250 110 97 316 91 70 140 66 225 108 64
is_linear=0
shrinkage=0.2


Tree=46
num_leaves=20
num_cat=0
split_feature=386 89 91 484 350 553 361 306 311 217 399 95 191 224 16 476 471 138 133
split_gain=0.159127 0.16912 0.237244 0.209463 0.162658 0.158045 0.147978 0.153454 0.141649 0.185641 0.128111 0.127985 0.132807 0.126015 0.119373 0.110453 0.101698 0.100464 0.0998914
threshold=-0.012340231499999998 0.042772775500000006 0.0086900610000000007 0.016002716500000003 -0.08409937499999999 -0.037481693499999989 -0.00068455296499999989 0.0053262052500000013 0.012029958000000002 0.86642318500000004 0.010142689000000002 0.0041038233500000007 0.85994362500000021 0.95248183500000005 0.0033668203000000005 0.022724830500000005 0.0063104323000000009 0.95937968000000007 0.29943621500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 6 7 -1 9 -7 17 -10 -13 -11 15 -9 -8 -5 -4
right_child=1 2 18 10 -6 8 16 14 11 13 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.20129839932972132 -0.12768262833088737 0.12464140815141611 -0.20080538834877279 0.090392080238269168 -0.17690370751078294 -0.15049719163483807 -0.16516016990252885 -0.2010662806269759 -0.17294790417389291 0.10585861095673876 -0.18383438315730466 0.137955109169802 -0.09322343743074224 -0.14773241340272877 0.17390640303493143 0.14275793441906756 0.079921292158153107 -0.16122194602006723 0.13714691182722208
leaf_weight=0.088435091922292486 1.1081770479795525 0.098368924140231684 0.037551881541730836 0.46172554724034842 0.26248636236414302 0.24613629479426924 0.37367223718320053 0.085368208863656037 0.064347290637669974 0.43191908489097841 0.10708755177620333 1.078655536053702 0.10948946146527294 0.095759466610616073 0.25222685106564313 0.066476748383138329 0.08271690717083402 0.073591300322732423 0.51173131138057215
leaf_count=24 341 11 18 85 74 50 75 36 17 72 53 157 24 12 30 10 13 35 77
internal_value=0 -0.0386519 0.0312785 -0.0750091 -0.0947027 0.0286655 -0.038695 0.0373344 0.0602096 -0.00706531 0.0158552 0.101773 0.116652 0.0598387 0.0895615 -0.0505422 -0.120741 0.0558021 0.114043
internal_weight=0 2.66072 0.910138 1.75058 0.360855 2.9752 0.948896 0.492507 2.02631 0.773815 0.642404 1.25249 1.18814 0.527679 0.404072 0.151845 0.456389 0.535317 0.549283
internal_count=1214 694 180 514 85 520 188 100 332 134 173 198 181 84 76 46 88 120 95
is_linear=0
shrinkage=0.2


Tree=47
num_leaves=20
num_cat=0
split_feature=10 34 224 322 120 63 143 64 94 364 492 423 189 168 491 275 372 157 533
split_gain=0.137552 0.143694 0.168072 0.132114 0.131125 0.183335 0.154928 0.149454 0.129142 0.121791 0.134681 0.117342 0.114878 0.184417 0.11139 0.111263 0.137735 0.105702 0.0997625
threshold=0.29600562000000002 0.37594812500000002 0.51031760000000015 -0.0021697391999999996 0.0074015565000000007 0.0067332040000000004 0.30034670500000005 0.084127195000000016 0.58305640000000014 0.0094641955000000031 -0.088234552999999979 0.034998216000000006 0.57705876500000008 0.8591042350000001 -0.033254452499999997 0.023271995000000004 -0.0014164641999999997 0.41813142500000006 -0.032004472999999999
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 12 5 -3 8 -7 17 14 -11 15 -4 -14 -8 16 -2 -6 -16
right_child=11 4 3 -5 6 7 9 -9 -10 10 -12 -13 13 -15 18 -17 -18 -19 -20
leaf_value=-0.19382575592952375 -0.14493440090092752 -0.16565999605676424 0.12297122310543858 -0.18036230910202911 0.13200613212711576 0.1210341682339196 -0.20131109591471308 -0.16241894414640831 0.17945608042656436 0.20256894615432156 -0.20123356331425934 0.066042352330270504 -0.16957989239137156 0.075699721236660703 0.18848867626385693 -0.18075076978208582 0.11235037320326456 -0.16023164329419623 0.077084995001251599
leaf_weight=0.24617634118476395 0.17746259421983268 0.28156602617673376 0.29600284427579027 0.14993178378790617 0.060373154410627072 0.2838348762888927 0.049085810780525319 0.10084050145815127 0.077074511675164104 0.046318626031279564 0.1152396096731535 0.19265278940292774 0.2226400725194253 0.27291504040476866 0.42484460864216078 0.39844747144525172 0.15673931568744581 0.27507506022811867 1.3222600948647592
leaf_count=124 75 94 51 41 10 46 9 36 9 4 29 45 72 40 62 201 36 46 184
internal_value=0 0.012291 -0.0466909 -0.00821878 0.0353604 -0.0430308 0.0573948 0.0467285 -0.0539961 0.0808663 -0.0854637 -0.0728488 0.0243875 -0.0344981 0.0958269 -0.109371 -0.0242689 -0.107635 0.104175
internal_weight=0 4.22418 1.18767 0.94149 3.03651 0.666241 2.37027 0.384675 0.412523 1.95775 0.161558 0.925302 0.791558 0.495555 1.79619 0.732649 0.334202 0.335448 1.7471
internal_count=1214 857 328 204 529 176 353 82 65 288 33 357 163 112 255 312 111 56 246
is_linear=0
shrinkage=0.2


Tree=48
num_leaves=20
num_cat=0
split_feature=552 176 344 493 57 517 532 271 419 277 400 53 396 533 195 65 90 219 550
split_gain=0.12336 0.137561 0.108139 0.114326 0.107367 0.118656 0.107637 0.106992 0.097412 0.137585 0.133203 0.127701 0.113706 0.111693 0.0991369 0.11084 0.0983015 0.0982442 0.0935417
threshold=0.014821335500000003 0.67041875000000017 0.027501945500000003 -0.00039810010999999991 0.10042723800000002 0.0070992117000000009 -0.089436374999999985 -0.0040826922499999996 -0.0066145756499999993 -0.033391541999999989 0.0036187493000000006 0.14757038000000003 0.011437041500000002 -0.019845846999999996 1.2064565 0.20831292500000004 0.013059551500000001 0.33805769000000002 -0.027882248999999994
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 3 -1 -3 6 -6 -5 9 -2 11 -10 13 -11 15 -13 -14 -12 -17
right_child=8 4 -4 7 5 -7 -8 -9 10 12 17 14 16 -15 -16 18 -18 -19 -20
leaf_value=0.074097255213815605 -0.20124435067530594 -0.20097157971402477 0.18154965570356854 -0.19350006028437222 -0.16219482999271995 -0.15465261279984976 0.042351900850712471 0.1843512044667629 -0.14300831402711478 0.10248353943799358 0.14836467282657209 0.10050196563132541 0.13355216789021329 -0.14122696994276576 -0.13201222961938441 0.19179846694615613 -0.055427241327570181 -0.15609208725032075 -0.17043475265649433
leaf_weight=0.25486825576808769 0.075548243898083567 0.25079176459985297 0.14722255541710183 0.16889008640282555 0.13136319746263325 0.30646126608917257 0.47500285356363747 0.036443964228965231 0.16419438095181238 0.13773078401573002 0.048769670538604371 0.75462716945912667 0.86048345557355788 0.16573654381500069 0.11037026206031442 0.03743431402835995 0.12625569556257688 0.32434958498924971 0.11969526056782342
leaf_count=55 18 166 17 70 33 151 99 5 80 26 8 131 149 48 21 6 35 66 30
internal_value=0 -0.0447955 0.0323521 -0.0153774 -0.0850675 -0.0532239 -0.00196112 -0.126437 0.0220852 0.0610845 -0.0120703 0.0207109 0.0764452 -0.0306172 0.0470107 0.0686818 0.109372 -0.116297 -0.0841369
internal_weight=0 1.77104 0.607425 0.460202 1.16362 0.912827 0.606366 0.205334 2.9252 1.36575 1.55944 1.18632 1.29021 0.303467 1.02213 0.911757 0.986739 0.373119 0.15713
internal_count=1214 596 147 130 449 283 132 75 618 276 342 268 258 74 188 167 184 74 36
is_linear=0
shrinkage=0.2


Tree=49
num_leaves=20
num_cat=0
split_feature=103 322 249 122 210 138 445 300 267 70 143 504 423 465 199 403 97 41 405
split_gain=0.117502 0.118634 0.115943 0.127887 0.119438 0.116288 0.112859 0.106004 0.100337 0.113755 0.109011 0.0967855 0.0944785 0.0884572 0.0863278 0.0830972 0.0863184 0.0775739 0.0760253
threshold=0.0089964515000000023 -0.017716574999999995 0.36741792500000009 0.00059242849000000009 0.7502593500000001 1.0091077000000002 -0.018441134999999997 -0.0010810597999999997 -0.019438342999999993 0.015329220000000003 0.50999580000000011 -0.0017988881999999996 -0.015351457499999999 -0.010253776999999997 1.2699048500000003 -0.0078961357499999982 0.0082437202500000011 0.13225095000000001 0.012695976500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 5 12 -1 -2 10 11 -6 -10 -4 -12 -7 16 -8 18 -14
right_child=2 -3 4 -5 8 14 15 -9 9 -11 13 -13 17 -15 -16 -17 -18 -19 -20
leaf_value=-0.14726387665090587 -0.17108843581082689 -0.15720211717650712 -0.1587028045717237 -0.14150756020237856 0.1419141986725504 -0.13087526437998256 -0.087969979691519748 0.1219494292658318 0.20171517686703477 -0.15637490503078597 0.17155839238115014 -0.062216896572616733 0.13228234444709897 -0.15684843773255219 0.16610788172371421 -0.17328629624433092 0.15827250477001994 -0.082280197303356575 0.033329164410974055
leaf_weight=0.1591652740171412 0.067305410659173504 0.3576787607235018 0.063771988818189462 0.36199603712884709 0.22830621059983969 0.18981721186719358 0.076141655452374835 0.18538650609843932 0.081281253136694431 0.32859568695857888 0.044588993187062442 0.17573233420262102 0.99472349288407691 0.12416071078041568 0.04932510998332873 0.053953797367285006 0.22582889201294165 0.098231028532609233 0.45155153490486555
leaf_count=124 28 246 11 78 34 56 37 40 11 119 6 44 155 33 7 26 43 31 85
internal_value=0 -0.068715 0.0134413 -0.0652893 0.0305415 0.060507 -0.00726946 0.0438977 -0.025794 -0.0784174 0.0518191 0.0212523 0.0798562 -0.070073 -0.06962 0.0553344 0.0961826 0.0897062 0.101387
internal_weight=0 0.872768 3.44477 0.614688 2.83009 1.84742 0.51509 0.252692 0.982665 0.585609 0.397056 0.257014 1.60828 0.16875 0.239142 0.355924 0.301971 1.54451 1.44628
internal_count=1214 476 738 146 592 345 230 68 247 174 73 55 282 39 63 106 80 271 240
is_linear=0
shrinkage=0.2


Tree=50
num_leaves=20
num_cat=0
split_feature=220 177 147 151 321 510 33 44 209 473 353 441 227 386 232 47 416 184 160
split_gain=0.10686 0.119976 0.141887 0.133776 0.118161 0.104588 0.101815 0.112407 0.107166 0.0990043 0.0945968 0.0928805 0.0857339 0.0793494 0.0763942 0.0735407 0.0717014 0.0797578 0.070587
threshold=0.52260982500000008 0.73273525000000006 1.1524307000000003 0.48107347500000003 -0.028294094999999995 -0.014434438499999999 0.10659844000000002 0.027072424000000001 0.36674391000000006 0.0099117922500000007 0.0077240287000000006 0.054996593500000003 1.7756673500000002 -0.0052800909499999991 0.92432618000000011 0.017271555000000004 0.057840661500000008 0.50517425000000016 0.28305853500000006
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 5 6 15 9 7 8 -2 -3 -9 12 18 -4 -6 -1 -12 -18 -11
right_child=1 2 13 -5 14 -7 -8 10 -10 11 16 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.15028086684773312 0.10812322755663856 0.08535635658596441 0.16620133936315235 -0.10913900141464393 -0.17290139418117376 -0.1231395213452825 0.12218836815145834 -0.10955687282933035 -0.15035579245587166 0.16801176642772919 0.17118077646837593 0.16877812390003977 0.12208422442657466 -0.099165455598479196 0.034736165628651859 -0.17721548521253749 -0.20112503837539683 0.11830309330065325 -0.14474673826893672
leaf_weight=0.11519849087926559 0.090327357975184208 0.28787004847981756 0.20295337463903707 0.19371500614215609 0.3607819257085797 0.53099195295362689 0.71930826162861194 0.089992204098962247 0.22148081733030267 0.031152640571235679 0.29325028070888948 0.063305835908977315 0.066741093702148646 0.057939806472859234 0.088206019143399317 0.035997040875372477 0.051358481359784491 0.079925967962481081 0.39301242794317659
leaf_count=22 19 62 31 70 191 234 142 31 57 8 52 9 11 28 42 31 17 14 143
internal_value=0 0.0109775 -0.0279379 0.047535 -0.0806135 -0.0536279 0.0671709 0.0192792 -0.0754773 -0.00979601 0.0767026 -0.0592203 -0.0886223 0.107268 -0.13211 0.0723097 0.116186 -0.0066572 -0.121776
internal_weight=0 3.37333 1.63397 1.73936 0.600183 1.37307 1.54564 0.826335 0.311808 0.842082 0.514527 0.554212 0.490906 0.260893 0.448988 0.151196 0.424535 0.131284 0.424165
internal_count=1214 928 526 402 286 467 332 190 76 233 114 171 162 59 233 53 83 31 151
is_linear=0
shrinkage=0.2


Tree=51
num_leaves=20
num_cat=0
split_feature=533 246 247 471 169 136 91 306 472 90 178 316 539 492 285 367 354 464 263
split_gain=0.0964913 0.107706 0.100221 0.0960373 0.093741 0.107043 0.102368 0.0986607 0.0866776 0.0780468 0.0794804 0.0986695 0.0881929 0.0769646 0.0727902 0.0696066 0.0695281 0.0680687 0.065995
threshold=0.00068244664000000012 1.0080371500000003 0.31990732000000005 -0.00084467499999999992 0.70398135000000017 0.57171360000000015 0.0096796950000000003 0.051613666000000009 0.0012723415000000001 0.013692928000000002 1.1274179500000001 -0.018938918499999995 -0.020519195999999996 -0.086761957499999987 0.0047598194500000001 -0.075040324999999991 -0.0036958125499999997 0.011946268500000001 -0.010585997999999998
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 15 5 14 7 9 -3 10 11 17 -12 -7 -1 -2 -8 -6 -13
right_child=1 8 -4 -5 6 13 16 -9 -10 -11 12 18 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.20090854366621685 0.09900565820536722 0.068589320211379423 -0.15183958801465827 0.13112029886851814 0.17498051306388035 0.062263407822901774 -0.11218377706283561 0.16094194714356463 -0.11787930927002793 -0.15761715991192027 0.12605018327292469 0.055000752754332562 -0.11787626924325714 -0.18969248602031363 0.094368350122453773 -0.20090760254566262 0.12452876098067495 -0.10761949707695828 -0.14640755641433484
leaf_weight=0.040054761047941478 0.044664444831141736 0.39698455681354972 0.47196594362685573 0.12319365322036879 0.11060544749489065 0.061782943084836006 0.054025930498028174 0.14612827717792232 0.13316082864184864 0.13303651467867894 0.29731557266495656 0.084414444529102295 0.074057397258002311 0.22549190671998076 0.20083176846674178 0.10084044927498326 0.61052787967128086 0.049284032975265291 0.28405036984622667
leaf_count=14 17 100 319 44 18 13 16 31 42 64 52 20 20 138 44 57 117 11 77
internal_value=0 -0.0470688 -0.096329 0.00117458 0.0212291 -0.0530567 0.0425125 0.00712705 0.0217525 -0.0146366 0.00650495 -0.0433315 0.0774076 -0.135505 0.0452695 -0.108846 0.105285 0.0878724 -0.100265
internal_weight=0 1.27081 0.740664 0.268699 2.37161 0.528161 1.84345 1.17889 0.530145 1.03276 0.899727 0.528354 0.371373 0.287275 0.240887 0.145505 0.664554 0.159889 0.368465
internal_count=1214 579 437 118 635 209 426 293 142 262 198 126 72 151 58 74 133 29 97
is_linear=0
shrinkage=0.2


Tree=52
num_leaves=20
num_cat=0
split_feature=10 533 311 247 381 195 75 438 399 246 245 180 318 277 143 370 238 529 493
split_gain=0.0799975 0.0836011 0.0986393 0.123277 0.0896719 0.082256 0.0838169 0.0796451 0.0811683 0.0827866 0.0771997 0.0761598 0.0926065 0.0791804 0.0767705 0.0750454 0.069329 0.0680499 0.0644901
threshold=0.29600562000000002 -0.032617386499999991 0.0080276860000000009 0.64530580000000015 0.0038422302000000008 0.95029662500000012 0.14274579000000001 -0.00077794389999999989 0.0031568251000000003 0.97138698000000012 0.86550030000000011 1.1461107000000001 -0.0040491377999999989 -0.027479251499999996 0.78249852000000009 -0.0046410066999999994 0.51386680000000007 -0.025095916499999999 -0.0084647087499999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 10 18 -5 -7 8 -3 -10 11 13 -13 -4 -15 -2 -8 -17 -1
right_child=15 2 3 5 -6 6 16 -9 9 -11 -12 12 -14 14 -16 17 -18 -19 -20
leaf_value=-0.0052136383033547879 -0.17806820191773837 -0.127172209104774 -0.15434598949430242 -0.1825402843493748 -0.058978792489098701 -0.20087977073475805 -0.20088756489433934 -0.17538110442964541 -0.099007332936623504 0.17378219220494062 -0.12832892469592755 -0.10679730093009908 0.15772795880572238 0.12008797515551035 -0.11998442651557761 -0.13790623876419356 0.13054112183003172 0.034844684013036767 0.17809699666781456
leaf_weight=0.10378521849634126 0.17789620525945793 0.1529810499123414 0.05006805833545569 0.17136656253569515 0.13354618086304981 0.061323266432737 0.030728984478628263 0.21071009906154392 0.072254666905791964 0.11585140274837613 0.090753012147615553 0.18760962416854454 0.073747276452195365 0.81107099119981207 0.057026876318559516 0.13662545211263932 0.14149348417413421 0.27439979263363046 0.29489337251288894
leaf_count=25 130 59 20 103 27 26 9 108 33 22 39 64 23 172 22 106 33 121 72
internal_value=0 0.0116515 -0.00536748 0.0187902 0.0828637 -0.0773063 -8.97315e-05 -0.0787071 -0.0189857 0.0689992 0.0494218 0.063098 -0.032156 0.0902122 0.104317 -0.0695471 0.0714056 -0.022578 0.130377
internal_weight=0 2.75921 2.22699 1.67519 0.532225 0.404912 0.233546 0.551797 0.341087 0.188106 1.27028 1.17952 0.261357 0.918166 0.868098 0.588921 0.172222 0.411025 0.398679
internal_count=1214 857 733 511 124 171 68 222 114 55 340 301 87 214 194 357 42 227 97
is_linear=0
shrinkage=0.2


Tree=53
num_leaves=20
num_cat=0
split_feature=552 176 151 309 55 31 37 41 498 54 314 467 86 489 6 366 271 322 329
split_gain=0.0759182 0.0767977 0.0712351 0.101276 0.0755401 0.0916781 0.0681364 0.0657812 0.0838349 0.0718443 0.0942657 0.0688708 0.0687869 0.0619828 0.0614676 0.0785801 0.0603908 0.0590263 0.0584706
threshold=0.014821335500000003 0.67041875000000017 0.14480567500000002 -0.027003987499999996 0.0024745124500000003 0.13089490000000004 0.025242650000000002 0.087386590000000014 -0.0092505662499999981 0.00074437480000000007 -0.047142813499999998 -0.0063940300499999991 0.047320393000000009 0.029574426000000004 0.0078909125000000014 -0.035097601999999999 -0.011827160999999997 -0.015867421499999996 -0.0062801159999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -6 18 9 12 10 11 -2 16 -10 15 -14 -9 -15 -1
right_child=7 2 4 -5 5 -7 -8 8 13 -11 -12 -13 14 17 -16 -17 -18 -19 -20
leaf_value=-0.11441597606239642 -0.13822388618470516 -0.14733964075994438 -0.16477156953336602 0.13650686559827818 0.17742484792482036 -0.13630210295361764 -0.20046190879120662 -0.13758516676930913 -0.1442783892117839 0.11306398141677701 0.089147326187158968 0.099921079103981778 0.15905735895137374 0.1807184253796385 0.12458498301622822 -0.2009563919793107 0.12229679503811852 -0.14601469418882898 0.10027306991453705
leaf_weight=0.062270131718832999 0.19668376555637224 0.085731528328324202 0.39363474533456611 0.12159273461293196 0.066449281926907133 0.084813007939374074 0.045412544161081314 0.13773023242538329 0.25820863674016437 0.47897120231937151 0.26981319446349494 0.064506016016821377 0.040473828004905954 0.054147021961398423 0.28926218317792518 0.060504726512590423 0.048312912767869309 0.037387998745543882 0.27412048463156702
leaf_count=20 80 46 248 49 19 87 50 63 110 118 83 22 9 14 66 22 14 17 77
internal_value=0 -0.043566 -0.080646 0.0191323 -0.11861 0.00151764 0.0294883 0.0215983 -0.0169026 0.0568991 0.00623771 -0.0794092 0.0299773 -0.0941483 0.0776868 -0.0566571 -0.0700973 0.0472624 0.0605314
internal_weight=0 1.13402 0.752221 0.207324 0.544897 0.151262 0.381803 1.936 0.926028 1.00997 0.531003 0.26119 0.576284 0.349744 0.390241 0.100979 0.186043 0.091535 0.336391
internal_count=1214 596 449 95 354 106 147 618 315 303 185 102 174 141 97 31 77 31 97
is_linear=0
shrinkage=0.2


Tree=54
num_leaves=20
num_cat=0
split_feature=560 384 324 465 115 454 478 150 140 193 306 470 114 272 252 530 263 400 314
split_gain=0.0776596 0.0845173 0.0812898 0.07466 0.0834294 0.0729969 0.0720257 0.0692628 0.0702254 0.065775 0.0593083 0.0713809 0.0582614 0.0802211 0.0669335 0.0573541 0.0550821 0.0550322 0.0500991
threshold=1.0000000180025095e-35 0.0053711032000000004 0.028769515500000006 0.012930654500000001 0.048184505000000009 0.0036154626000000005 -0.047945238499999994 0.41371999000000009 0.78766162500000014 1.21668825 -0.0098965114999999982 -0.012602519999999997 0.017640664000000004 -0.024951454999999994 0.54495016000000007 -0.070513544999999997 -0.0091793529999999977 -0.042996882999999993 -0.048221046999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 10 -5 -6 -7 -4 9 16 -2 -12 13 -1 -14 -16 -9 -8 -13
right_child=1 -3 7 4 5 6 17 8 -10 -11 11 18 14 -15 15 -17 -18 -19 -20
leaf_value=0.1601444062569555 -0.13258045622861284 -0.14088760901607586 -0.20045975171346517 0.076068834881193717 -0.18459020907514082 0.15649799745425655 0.17714016605328919 -0.16339240993400189 -0.10954731064770243 -0.14238532344363497 0.1235168419694449 0.09699972270344738 0.1051907392487032 -0.20052732087484457 0.053498134194621252 -0.18245322824716195 0.12069237095641283 -0.1510817408880834 -0.060804927664396297
leaf_weight=0.027441248035756871 0.054265170601865864 0.11468304427398845 0.057237130000430625 0.22446780238533393 0.15208844541484723 0.073753627599216998 0.025147888460196555 0.029677865764824674 0.11230149415496271 0.051939923549070954 0.60035322589101259 0.141851477259479 0.092467526330437977 0.24403777717816411 0.062033248323132284 0.12274655295186676 0.34084769044420682 0.10899685230106115 0.1859804867344792
leaf_count=10 25 50 61 54 68 15 9 19 91 19 150 43 27 272 19 76 102 46 58
internal_value=0 0.0248476 -0.0427575 0.0369779 -0.0196242 -0.0792931 -0.00226283 0.00864357 0.0310243 0.0683916 0.0706501 0.0825318 -0.0982125 -0.16407 -0.0337248 -0.103241 0.0979381 -0.0895505 0.00747646
internal_weight=0 1.68159 1.14073 1.5669 0.584455 0.359987 0.207898 0.592004 0.534767 0.422465 0.98245 0.928185 0.548726 0.271479 0.277247 0.18478 0.370526 0.134145 0.327832
internal_count=1214 518 696 468 192 138 70 292 231 140 276 251 404 282 122 95 121 55 101
is_linear=0
shrinkage=0.2


Tree=55
num_leaves=20
num_cat=0
split_feature=265 259 364 142 544 188 22 398 77 83 289 540 486 244 523 215 396 322 24
split_gain=0.0629378 0.0693265 0.0671615 0.0930143 0.078081 0.0907059 0.0771993 0.0743856 0.0684433 0.0653614 0.0922335 0.0839525 0.0708536 0.0669602 0.0604024 0.0589484 0.0570323 0.0526118 0.049971
threshold=-0.040012541999999991 0.025692075500000005 -0.0091428944999999984 0.81380830000000015 -0.012758249999999997 0.57574300000000012 0.30219078500000002 0.039558307500000008 0.13276020000000002 0.05800499600000001 -0.020769400999999996 -0.00038275497999999995 0.026684424500000001 0.99132651500000002 0.016607185000000003 0.58926882000000014 0.0064195415500000004 -0.0071938094999999995 0.11642806200000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 7 -6 8 -4 16 -5 -11 13 -13 -12 -8 17 -7 -3 -10
right_child=-2 2 4 9 5 6 14 -9 18 10 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.20089031928028214 0.10259664786899236 0.11649706292176046 -0.14924337797895712 0.16069627600529465 -0.12723404416485745 -0.097168348785604527 -0.17796883417577761 0.13239624630273145 0.13963071730673846 -0.1349450665078798 0.14102472382385414 -0.20084454307639965 0.15504621449897496 -0.082296602088718668 0.076442037107916722 -0.14771812431714207 0.13721868049777106 -0.20055015778565119 -0.17989806049291251
leaf_weight=0.07519212296028932 0.20886161134694692 0.086361328249040525 0.31978645288109031 0.20588085857161786 0.18761156395339507 0.047333534577774117 0.1054448657487228 0.042496042071434204 0.028101144824177027 0.11059828285942785 0.35063673507102067 0.073695409857464256 0.032132926251506433 0.063418752935831435 0.057785436336416751 0.16354368873726344 0.33841101325015188 0.027635603026283873 0.064544228633167222
leaf_count=42 86 38 231 52 119 25 100 13 7 34 91 29 11 21 34 118 105 22 36
internal_value=0 -0.0119067 -0.00574288 0.0295625 -0.0387486 -0.00490797 0.0308605 -0.116207 0.071384 0.0628551 0.0309055 0.066188 -0.0927845 0.10682 -0.0879044 -0.0707639 0.108458 0.0396372 -0.0829788
internal_weight=0 2.38061 2.30542 1.1139 1.19151 0.829232 0.64162 0.362282 0.47839 0.836363 0.630482 0.519884 0.105828 0.414055 0.16323 0.277541 0.385745 0.113997 0.0926454
internal_count=1214 1128 1086 416 670 426 307 244 173 238 186 152 40 112 134 178 130 60 43
is_linear=0
shrinkage=0.2


Tree=56
num_leaves=20
num_cat=0
split_feature=220 120 63 321 492 384 560 282 152 94 177 476 64 345 423 69 496 412 12
split_gain=0.060188 0.0696967 0.0677569 0.0595068 0.0587347 0.0569501 0.0560675 0.0773947 0.0599984 0.0578224 0.0741637 0.0557215 0.0751276 0.0527197 0.0526236 0.0500556 0.0499831 0.0473745 0.0444707
threshold=0.52260982500000008 0.0072151730000000009 0.0067274733000000008 -0.036818675999999988 -0.083843279999999992 0.0044497577500000008 1.0000000180025095e-35 0.013868756250000001 0.50576175000000012 0.25012406000000004 0.67648834000000013 0.0038065819500000004 0.090247635000000007 -0.018198352499999997 0.036647552500000007 0.046658115500000007 0.031415002500000004 0.0039183250500000009 0.010778704000000002
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 4 -1 -2 6 7 8 13 10 -8 -4 -13 -3 -7 -11 -17 -9 -10
right_child=1 5 11 -5 -6 14 9 17 18 15 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.083962533363920733 0.1449343006377812 -0.12458549282464755 -0.12448607580249389 -0.12028097748811382 -0.18221785711985813 -0.15541713892457021 0.07886791678346948 -0.044972237141665608 -0.19748753717682666 0.12085419747932356 -0.17279353203353018 0.15708483424280548 -0.16303457009365224 0.10984089052758826 0.1052452761118023 -0.18062583230434828 0.16233899576550392 0.17292878537233919 0.046291189641457169
leaf_weight=0.071598608745262027 0.024966119439341128 0.061008616452454589 0.078720261972193839 0.28099813222615955 0.18176288457834733 0.112905491474521 0.11760901493835263 0.06055146612925455 0.13884112552477745 0.60777941474225372 0.077842422833782621 0.12295971615822054 0.038508857091073878 0.10342085933370959 0.042695393320173025 0.046165099905920215 0.026902703830273822 0.11707916679733898 0.038159140443895012
leaf_count=34 7 28 56 252 187 66 27 32 113 188 24 48 29 44 11 19 9 25 15
internal_value=0 0.01082 -0.0587686 -0.0788071 -0.142709 0.0308723 0.0436702 -0.00842038 -0.0641242 0.0745252 -0.0213613 0.013478 0.0807391 0.0228612 -0.0838939 0.102051 -0.0543502 0.0986498 -0.144932
internal_weight=0 1.99788 0.446918 0.352597 0.206729 1.55096 1.39536 0.51906 0.34143 0.876299 0.195451 0.240189 0.161469 0.164429 0.155601 0.680847 0.0730678 0.177631 0.177
internal_count=1214 928 327 286 194 601 524 257 200 267 51 133 77 72 77 216 28 57 128
is_linear=0
shrinkage=0.2


Tree=57
num_leaves=20
num_cat=0
split_feature=386 419 280 435 56 201 546 171 525 389 506 272 89 159 186 421 553 67 3
split_gain=0.0555343 0.0821458 0.0591208 0.0618928 0.0607893 0.0554938 0.0659738 0.0545666 0.0619865 0.0537658 0.0518545 0.0518391 0.0529066 0.0569717 0.0489433 0.045428 0.0425853 0.041223 0.0408523
threshold=-0.012340231499999998 -0.0045324819999999991 0.0032735372000000005 -0.0066795804999999989 0.0017755131500000003 0.40707178500000007 -0.00081581831999999986 0.72732240000000015 -0.017390375999999996 -0.020982796499999994 0.010521695500000003 0.0056546506500000015 0.042772775500000006 0.31777855000000005 0.22829289000000003 -0.0095889139999999987 -0.070224297499999991 0.034285905000000005 0.019855936000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 -4 -2 10 8 18 -6 -7 12 15 -14 -5 -3 -9 -16 -1
right_child=1 11 4 14 9 6 -8 16 -10 -11 -12 -13 13 -15 17 -17 -18 -19 -20
leaf_value=-0.13960155364861979 0.12253894176542007 0.047670676410144573 0.08665877555723539 0.17021806435475864 0.047116298912305676 -0.17622862018227051 -0.12071443366200348 -0.20049038459790644 -0.12503767586381617 -0.18618206084896977 0.12492065842481466 -0.16675413731663441 -0.2006053331694588 0.1180148543028906 -0.1502103965528403 -0.16037377086845581 0.14263128865954353 0.028288774120217748 0.15718880156082682
leaf_weight=0.02314263564767316 0.15764447810215643 0.057602398006565636 0.085622385086026043 0.0407117687573193 0.0563308790406154 0.028147818855359219 0.1449011405420606 0.015021840590634383 0.086607030512823258 0.13235037050617393 0.12199595805941499 0.20875431192507676 0.02805902295949636 0.11224910828605061 0.11443659263204609 0.15482590369902005 0.39277852777013322 0.09447794742663973 0.093510706385131925
leaf_count=13 61 33 43 16 26 36 121 9 34 99 54 157 15 57 69 160 136 48 27
internal_value=0 -0.0366514 0.0277495 0.0535185 -0.0531062 0.0267408 -0.0244447 0.0877977 0.00314349 -0.116531 0.0684635 -0.08776 -0.0410102 0.0542967 -0.0303935 -0.10396 0.129992 -0.0694873 0.0983091
internal_weight=0 1.01418 1.13499 0.860687 0.274304 0.452689 0.295045 0.611061 0.20326 0.188681 0.150144 0.561491 0.352736 0.140308 0.249626 0.212428 0.4078 0.208915 0.116653
internal_count=1214 694 520 352 168 272 211 219 74 125 90 422 265 72 133 193 145 117 40
is_linear=0
shrinkage=0.2


Tree=58
num_leaves=20
num_cat=0
split_feature=189 72 342 148 56 510 530 425 411 455 280 75 306 115 227 40 357 157 548
split_gain=0.0484722 0.0580813 0.0538662 0.0533089 0.0568237 0.0704093 0.0518338 0.0489872 0.0482529 0.0478502 0.0501129 0.0456667 0.0466752 0.042553 0.0475629 0.0465941 0.051851 0.0421268 0.0411303
threshold=0.57705876500000008 0.00095403585000000018 -0.084016644999999987 0.25502076500000004 0.0023966900000000004 -0.0063915487999999998 -0.091408987999999983 0.0073156811500000012 0.034446010000000006 0.058029056000000002 -0.035655090499999993 0.43309492500000007 0.057286827000000005 0.11243696500000001 0.64791955000000001 0.18477596000000004 0.012184878000000001 1.1184973000000002 -0.017653718999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 7 -2 -5 17 10 -8 12 -6 14 -12 -16 18 -4 -17
right_child=6 2 3 4 11 -7 9 -9 -10 -11 13 -13 -14 -15 15 16 -18 -19 -20
leaf_value=-0.15759263717372041 0.075896634444925615 0.16613011795549537 0.13172451384030129 0.13071687094900644 -0.18296088061219221 -0.17011717261256215 0.12411124738566554 -0.076030302645269998 -0.15471364950992314 0.076790302580715425 0.047753682723571625 0.11192140127063416 0.16749965447976234 -0.16621931511529756 -0.18259093919062608 -0.20074096373494155 -0.14006703504109352 -0.099518412841247961 0.13506739976154308
leaf_weight=0.063717380389789247 0.1415524600597563 0.11804020535782911 0.27976944150577765 0.18676296943158377 0.14695418219889689 0.0550449548427423 0.047712438201415242 0.060754526522941887 0.031291468185372651 0.096140086745435838 0.12962915499520056 0.032768006640253589 0.016954621009062976 0.19566206920353579 0.13993144533014856 0.017945350609807065 0.088358064738713438 0.035512454574927688 0.078015450140810572
leaf_count=86 57 49 90 84 129 38 24 30 13 49 60 13 7 302 65 9 60 16 33
internal_value=0 0.0273422 0.0395677 0.0219048 -0.0199298 0.0344715 -0.0355916 0.0799696 0.0821677 -0.0554826 -0.0737209 -0.103619 -0.146709 -0.0882528 -0.0546423 -0.0955783 -0.0295199 0.105678 0.0722689
internal_weight=0 1.02757 0.963853 0.845813 0.499239 0.302562 0.934947 0.247517 0.346573 0.793394 0.697254 0.196677 0.163909 0.649542 0.453879 0.32425 0.184319 0.315282 0.0959608
internal_count=1214 555 469 420 301 152 659 114 119 602 553 149 136 529 227 167 102 106 42
is_linear=0
shrinkage=0.2


Tree=59
num_leaves=20
num_cat=0
split_feature=113 110 417 189 234 364 74 46 486 474 414 269 156 61 239 246 290 115 265
split_gain=0.0468416 0.0456969 0.0472975 0.06443 0.0466022 0.0456062 0.0497506 0.0528382 0.0622754 0.0482096 0.0417157 0.0413628 0.0372705 0.0370868 0.035577 0.035456 0.0342464 0.0341221 0.0352015
threshold=0.014354005500000001 0.008016559500000001 0.048977821500000004 0.42969079000000004 0.63926155000000007 -0.0010468040999999997 0.0014215704500000002 0.0027027949500000007 0.0030047123000000006 -0.045173011999999992 0.020591651500000002 -0.0077687928499999993 0.48147344000000009 0.0044979646000000003 0.42335866000000005 1.1443912500000002 0.00099816760000000031 0.009896526000000001 -0.041072170999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 10 12 14 -7 -2 -11 -8 -10 -9 -13 -15 -5 -19
right_child=5 2 4 17 -6 9 7 8 13 11 -12 15 -14 16 -16 -17 -18 18 -20
leaf_value=-0.17861771578239577 0.140407141961152 0.071759356997834423 -0.13277437786647545 0.20094712485864702 0.1298384686565634 0.080216878126469729 0.13578197135722234 0.12468401888525066 -0.20048602908294183 0.060735228451902004 -0.081367935291548912 -0.1811189985542199 -0.14598217380164411 -0.16920136477431136 -0.15809569904906243 -0.0025508298767754002 0.1070598590398987 -0.18899929126497272 0.11241902688384774
leaf_weight=0.095325464671987103 0.25004801523027698 0.083666542894206941 0.035679801658261567 0.01112395350355655 0.11148410430178046 0.095787070978985867 0.022462015112978406 0.022789785580243915 0.018141110500437208 0.060581410638405941 0.039251691530807875 0.14630164407935797 0.11449917906793416 0.018942309805424884 0.081223394852713682 0.063905829309078399 0.34220263721726951 0.16151029696447949 0.017143245164334076
leaf_count=118 108 64 34 3 55 47 13 9 10 34 21 162 82 15 57 36 134 202 10
internal_value=0 -0.0535887 -0.0252524 -0.0744537 0.0661681 0.0178245 0.0418272 0.00988232 0.0409571 -0.0417317 0.110317 -0.084869 -0.0997721 0.078553 -0.0961373 -0.126832 0.0925698 -0.138914 -0.160076
internal_weight=0 0.515933 0.420608 0.273444 0.147164 1.27614 0.90956 0.62026 0.483299 0.366576 0.2893 0.270789 0.136961 0.379286 0.104013 0.210207 0.361145 0.189777 0.178654
internal_count=1214 486 368 279 89 728 449 320 225 279 129 232 95 159 66 198 149 215 212
is_linear=0
shrinkage=0.2


Tree=60
num_leaves=20
num_cat=0
split_feature=533 483 536 135 507 404 419 470 106 267 271 368 74 31 349 268 470 169 285
split_gain=0.0409598 0.0500703 0.0476081 0.0479463 0.0470737 0.0453994 0.038958 0.0571088 0.0492424 0.0514348 0.0480619 0.0450928 0.0434835 0.0380859 0.0378667 0.0357517 0.0338459 0.0340908 0.0336837
threshold=0.00099101893000000016 0.011662863500000002 -0.019628883999999996 0.52082977000000008 -0.028088938499999997 -0.017659388999999994 -0.0052452580999999988 0.0017457547500000002 0.23320552500000005 -0.011177159499999997 -0.020886901499999996 0.0016425384500000002 0.0015399379000000002 0.20011177000000002 -0.013803308999999998 -0.060026588499999992 -0.015518954749999998 0.6988118900000001 0.00041014999500000004
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 5 -3 7 11 9 10 -8 16 13 -11 -14 -4 17 -1 -13
right_child=1 2 15 -5 -6 -7 8 -9 -10 12 -12 18 14 -15 -16 -17 -18 -19 -20
leaf_value=-0.15906807617086322 0.12116372395592241 -0.10154375309192996 0.20058345066808672 -0.15052788833094913 -0.16936194230754562 0.11597359606253897 0.13805668972796289 -0.20048978239609994 -0.13829157454230537 0.14557756031983923 -0.022836051365577384 -0.070162990733574654 0.18564235258313758 -0.16990754103586614 -0.17326502918500575 -0.17888092832455901 -0.14673877268745431 0.14034994484139432 0.14584985707238748
leaf_weight=0.02046459072153084 0.063273685380409117 0.051290166597027564 0.010604247450828552 0.088375487806843012 0.042859915760345757 0.15250170859144419 0.16389424629596749 0.030683994331411668 0.10462475140411698 0.053606554283760488 0.13580146578169661 0.032241513603366911 0.013105095189530402 0.021423046775453258 0.11443552298806026 0.15654750857356703 0.04976362897286879 0.059243478739517741 0.2765306370347389
leaf_count=15 35 49 4 133 63 91 66 25 137 19 80 19 5 16 81 199 37 30 110
internal_value=0 -0.0465002 -0.0676256 -0.0241289 0.0211599 0.061229 0.0199859 0.0632832 -0.0134687 0.0125326 0.0651512 0.0817515 -0.0653148 0.0554978 -0.136386 -0.154807 -0.0173219 0.0634761 0.123294
internal_weight=0 0.565453 0.502179 0.335027 0.246652 0.203792 1.07582 0.468928 0.606891 0.502266 0.299696 0.438244 0.20257 0.0750296 0.127541 0.167152 0.129472 0.0797081 0.308772
internal_count=1214 574 539 336 203 140 640 236 404 267 146 211 121 35 86 203 82 45 129
is_linear=0
shrinkage=0.2


Tree=61
num_leaves=20
num_cat=0
split_feature=518 246 65 228 133 153 302 259 552 471 526 71 552 418 500 379 232 390 532
split_gain=0.0380986 0.0374149 0.043603 0.0395045 0.0448973 0.0390709 0.0378572 0.0369555 0.0408942 0.0358833 0.035236 0.0352002 0.0351311 0.033916 0.0333524 0.0315378 0.0304332 0.0350211 0.0300569
threshold=0.028015770000000006 0.77793425000000005 0.32192093000000005 0.69374585000000011 0.77608867000000015 0.19484719000000003 0.017428283500000006 0.08694410000000001 0.025218893000000003 -0.021286534999999995 -0.0020097921499999997 0.047708547000000011 0.017174165000000002 -0.045800664999999997 0.011003551000000002 -0.0031276669499999995 0.88152530000000018 0.088996800000000015 -0.091756779999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 7 10 -9 -6 12 -2 -1 -14 18 -13 -11 -18 -7
right_child=11 2 -4 4 9 14 -8 8 -10 16 -12 15 13 -15 -16 -17 17 -19 -20
leaf_value=-0.14019043287249455 0.19173679401881522 -0.13014627255595299 -0.20044648463501258 -0.11225383516908803 -0.15808969896967473 -0.011612451374833034 -0.20022365733278119 0.11501493479982919 -0.16700204511562977 0.16879303913156948 -0.20025598393682364 -0.11241101638295309 -0.12950024994218656 0.098814925825532918 -0.11728959406524093 0.13866494205733954 -0.1859009806682822 0.14969634569264409 0.11164953236484919
leaf_weight=0.078370489806729893 0.073278246258269175 0.042798304173629731 0.037503116031075479 0.15628008618568856 0.029540355069912039 0.10222027703912306 0.065840455053148617 0.096355733636301011 0.026148302415094804 0.073897442147426773 0.069577660809954756 0.044551739976668614 0.037074815101732383 0.087322757386573358 0.035583518978455686 0.036330179620563285 0.02731141222466249 0.022839564713649452 0.35032290251547249
leaf_count=127 35 32 36 114 26 63 134 60 23 32 123 37 37 55 40 20 24 8 188
internal_value=0 -0.0136613 0.0105516 0.0199631 -0.036783 0.0530823 -0.0598229 -0.0364114 0.0548188 0.0400103 -0.0774477 0.091332 -0.0353073 0.030769 0.0691476 0.000366162 0.0871849 -0.0330645 0.0838072
internal_weight=0 1.33899 0.878297 0.840794 0.309869 0.530925 0.46069 0.39485 0.122504 0.153589 0.272346 0.15416 0.202768 0.124398 0.488127 0.0808819 0.124048 0.050151 0.452543
internal_count=1214 1122 563 527 204 323 559 425 83 90 342 92 219 92 291 57 64 32 251
is_linear=0
shrinkage=0.2


Tree=62
num_leaves=20
num_cat=0
split_feature=264 86 552 148 553 3 419 115 489 311 512 490 89 450 112 386 286 362 519
split_gain=0.0361507 0.0412722 0.0391617 0.0339324 0.0377157 0.0335732 0.03178 0.0355229 0.0317262 0.0314485 0.0345006 0.0307901 0.0300618 0.0285174 0.0281984 0.0362099 0.0284749 0.0274016 0.0314009
threshold=-0.025230826999999997 0.029073866500000003 0.019120323500000005 0.25502076500000004 -0.041867960499999989 0.021239450000000003 -0.00303971905 0.11243696500000001 0.0078290750000000013 0.0095495855000000008 -0.021089022999999995 -0.010490339499999999 0.07226431500000001 -0.063360039999999992 0.11613349000000002 0.014384232500000002 1.0000000180025095e-35 0.049121822500000002 0.0034187658500000003
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 3 4 -3 6 7 -4 -5 12 -11 -6 -10 -8 -7 16 -16 -18 -19
right_child=1 2 5 8 11 14 13 -9 9 10 -12 -13 -14 -15 15 -17 17 18 -20
leaf_value=0.087698675500983592 -0.2003293597210698 -0.13951322269930519 0.098879980596526654 -0.19367413862346894 0.15447742017939381 -0.076397823618077357 0.13773827062870367 -0.11456589204474905 -0.19179238278305541 0.12257306723148892 -0.054665746256371051 -0.073885098185724182 0.14021060378239267 -0.18792264442365572 -0.17614298604050621 -0.16680546195111529 0.13941445544384276 -0.15237149310593379 0.16803998367732553
leaf_weight=0.15659904746280529 0.045951769954626687 0.037822446312929969 0.087998193826933857 0.074802343515329994 0.083990908491614391 0.050837857750593685 0.012811493630579207 0.04831067839586467 0.081052722117419762 0.058801115119422098 0.17371296920919144 0.032855184039362717 0.012605797877768055 0.067028034387476509 0.014266558657254791 0.021708018859499134 0.25674417095797253 0.029966906586196274 0.020675678242696449
leaf_count=115 94 44 44 162 35 35 8 62 119 31 176 27 6 69 12 21 128 16 10
internal_value=0 -0.0144145 -0.00708762 -0.0455029 0.0340758 0.0278845 -0.0354615 0.0232304 -0.0761988 -0.0492578 -0.00984334 0.0902657 -0.147107 -0.135665 0.0626186 0.0832013 0.100074 0.112894 -0.0215582
internal_weight=0 1.21194 1.16599 0.555643 0.154669 0.610348 0.216148 0.136309 0.400975 0.326173 0.232514 0.116846 0.0936585 0.0798395 0.394199 0.343361 0.321653 0.307387 0.0506426
internal_count=1214 1099 1005 600 106 405 183 106 494 332 207 62 125 77 222 187 166 154 26
is_linear=0
shrinkage=0.2


Tree=63
num_leaves=20
num_cat=0
split_feature=533 35 135 551 72 230 77 115 299 144 497 169 537 396 48 189 537 77 257
split_gain=0.0355865 0.0338349 0.032378 0.0351889 0.033609 0.0332672 0.0417752 0.0349813 0.0417538 0.0335054 0.0322882 0.0285058 0.0275674 0.0274556 0.0267109 0.0264567 0.0263373 0.0259247 0.0255434
threshold=-0.032617386499999991 0.043801711500000007 0.52082977000000008 0.00095873822500000007 0.0009208783500000002 1.0158043000000003 0.076157945000000019 0.071156262500000012 0.026622646500000003 0.16314224000000002 0.025055508000000001 1.1295477500000002 0.011165257000000003 0.010776202 0.0088207950000000011 0.69098979000000005 -0.0067218059999999994 0.108673265 -0.045042639999999995
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 4 12 -2 7 -7 9 16 -6 -8 14 -4 17 -1 -10 -9 -11 -17
right_child=2 -3 3 -5 5 6 10 8 15 13 -12 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.17086240751945811 -0.19713380983061418 0.14656567769140597 -0.077540351953208256 -0.12556089814605206 -0.1218611074584246 0.10344382209459853 -0.16958473701620158 0.062352550705169332 0.11545839542244465 -0.17368703624800635 0.010927165178518857 0.1102078245254603 0.13418316813909417 0.15299700121110063 -0.13615963269215051 0.19895296807512569 -0.1789544670806594 0.12785949954392758 -0.20022912590125472
leaf_weight=0.013816372957080714 0.031935835059812012 0.11226319727938971 0.052660513711089152 0.19169068310020521 0.025948904396500438 0.052970172007917427 0.10328383274827502 0.024431953666862571 0.091516318163485266 0.022463177592726424 0.064319299191993196 0.052444190136156976 0.046162773411197122 0.18106097815325484 0.063104291642957833 0.0087408674226026051 0.069723213382531068 0.023164366517448798 0.02406663915826357
leaf_count=10 76 71 56 292 14 35 88 35 70 11 43 28 37 94 46 3 154 11 40
internal_value=0 0.0662263 -0.0191829 -0.0755829 0.00345999 0.0127216 -0.0513802 0.0427335 -0.0158705 0.0934139 -0.100312 -0.00349243 0.0213609 0.118056 -0.0810128 0.0602178 -0.116339 -0.0205967 -0.0938755
internal_weight=0 0.241628 1.01414 0.290514 0.723626 0.69169 0.220573 0.471116 0.218479 0.252637 0.167603 0.129365 0.0988233 0.226689 0.0769207 0.124324 0.0941552 0.0456275 0.0328075
internal_count=1214 155 1059 385 674 598 166 432 302 130 131 84 93 116 56 113 189 22 43
is_linear=0
shrinkage=0.2


Tree=64
num_leaves=20
num_cat=0
split_feature=53 63 264 175 552 465 193 249 69 110 139 149 542 490 509 66 146 162 364
split_gain=0.0312498 0.032437 0.0300626 0.0322663 0.0327423 0.0319774 0.0432835 0.0315601 0.0313709 0.0293275 0.0385264 0.0269607 0.0279181 0.0246242 0.0239622 0.0237319 0.0226455 0.0238156 0.0225525
threshold=0.15902997500000002 0.0096884950000000018 -0.024038999499999995 0.62425505000000014 0.014173396000000003 0.013554040000000002 0.78199658500000002 0.37654729500000006 0.016766435500000003 0.010857298000000001 0.84153010000000006 0.68185940500000009 -0.0046082832499999985 -0.0048293333999999992 -0.064346832999999978 0.0020404838000000003 0.23557114500000001 1.1785501000000003 -0.0040659014999999991
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 13 7 -5 6 -6 8 18 10 14 12 -1 -2 -9 -3 -11 -18 -4
right_child=2 15 3 4 5 -7 -8 9 -10 16 -12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.057008172820089242 0.1390362591460805 0.12894934768559335 0.13595726449459888 -0.16619262781215305 -0.10956094284598752 -0.13893394553670402 0.14173750107612704 0.057679717430877353 -0.15356916580765115 -0.13723310078752196 0.11568810555531553 -0.17099988542351557 -0.20022472253033341 -0.12250635246776112 -0.15710163905499908 -0.14681079667856456 0.13732502566883653 -0.097689764974464036 -0.12407343384211458
leaf_weight=0.057285953176688054 0.11075455222453456 0.048230388529191259 0.038948329754930455 0.07828061404870823 0.04364729902408726 0.052957529973355122 0.073723290886846371 0.030393573775654659 0.066043434888342745 0.014937424217350781 0.059463301804498769 0.10900652417421952 0.023925578482703713 0.016550911786907818 0.065671648497300339 0.016842633967826259 0.20165961256316223 0.018860864421185397 0.020292609257012373
leaf_count=98 70 30 28 103 37 45 41 31 67 7 40 262 49 17 90 24 124 20 31
internal_value=0 -0.0643118 0.0150443 6.6691e-05 -0.0591288 -0.00992369 0.0482857 0.0285721 -0.0587839 0.0565637 -0.010833 -0.106009 -0.0187747 0.105033 -0.0891481 0.0575753 0.101082 0.117224 0.0468854
internal_weight=0 0.255291 0.892185 0.76488 0.248609 0.170328 0.117371 0.516271 0.125284 0.390986 0.155529 0.190218 0.0812115 0.127305 0.0960652 0.065073 0.235458 0.22052 0.0592409
internal_count=1214 463 751 664 226 123 78 438 126 312 161 409 147 87 121 54 151 144 59
is_linear=0
shrinkage=0.2


Tree=65
num_leaves=20
num_cat=0
split_feature=220 177 106 552 232 258 18 91 26 129 102 69 385 366 471 106 486 146 111
split_gain=0.027298 0.0319922 0.0298185 0.0262771 0.0260534 0.0259922 0.0258091 0.0371318 0.0261264 0.0244068 0.0243938 0.024372 0.0235902 0.0257229 0.0228615 0.0218818 0.0205862 0.0205023 0.0206648
threshold=0.52260982500000008 0.67795251500000009 0.26135792000000008 0.014173396000000003 0.61074300000000015 0.036126300000000007 0.0040524777000000003 0.011687098250000002 0.18816646000000001 0.90653574500000011 0.16004796500000004 0.044989580000000008 -0.022062386999999996 -0.029158473999999997 -0.0084462552499999979 0.15724726500000002 0.027003293500000001 0.25852219000000004 0.14676640500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 6 9 16 8 -8 -3 -2 -7 17 -6 -14 -15 -16 -1 -5 -19
right_child=1 2 -4 11 12 10 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 18 -20
leaf_value=-0.19202199015053598 0.14187296771517063 -0.20021371370593899 -0.14598210668832809 -0.2004288154463314 0.14714046377577869 -0.15521409224004123 -0.16936488152349205 0.1901025639461798 0.15281414169849136 -0.11995100964114205 0.11516458341375364 -0.17307474133472633 0.08296195839533993 -0.13510784421488622 -0.17586371632206307 0.11093466256014349 0.025083602266429996 0.085904488677953153 -0.10270588258041301
leaf_weight=0.075984089939083788 0.14286251191242627 0.011404330424738873 0.068397216056382604 0.012267290963791311 0.042574843813781627 0.020044357137521729 0.091983606582289212 0.01313590048084734 0.031676165272074286 0.015818222927919123 0.039949091172275075 0.020954709178113262 0.068664504864500486 0.080372943692054832 0.014593534640880534 0.039291369574129931 0.022686007390802843 0.20784613234536664 0.026160491514019668
leaf_count=204 113 26 184 7 30 27 136 7 20 19 27 22 51 79 16 38 28 161 19
internal_value=0 0.0110796 -0.023617 -0.00347047 0.0526135 -0.0789848 -0.0710146 -0.124445 0.0593601 0.115773 0.0248286 0.0339882 0.0117896 -0.0166082 -0.0675321 0.0332617 -0.142106 0.0516066 0.064819
internal_weight=0 0.888004 0.483826 0.415429 0.404178 0.158664 0.1482 0.10512 0.0430805 0.158681 0.0599934 0.267229 0.245497 0.202922 0.134258 0.0538849 0.0986701 0.246274 0.234007
internal_count=1214 928 582 398 346 286 189 143 46 132 54 209 214 184 133 54 232 187 180
is_linear=0
shrinkage=0.2


Tree=66
num_leaves=20
num_cat=0
split_feature=560 150 386 23 145 43 115 369 282 55 136 83 280 116 208 529 260 210 289
split_gain=0.0254096 0.029482 0.0259833 0.0274167 0.0271029 0.0366514 0.0249291 0.0245869 0.0206457 0.0224474 0.0275817 0.022732 0.0204386 0.0202353 0.0194144 0.0192482 0.0178842 0.0176263 0.017134
threshold=1.0000000180025095e-35 0.47646474500000008 -0.0090195489999999982 0.0020734013500000007 0.21334683500000004 0.0018611798500000002 0.032487940000000007 -0.0084593519999999981 0.014157586500000001 0.0027074955000000005 0.65143165000000014 0.14410993000000002 0.0045455880500000012 0.26986388500000008 1.4798917500000004 -0.022578031499999995 -0.012884313749999999 0.74321668500000004 -0.0072946499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -4 7 -5 -6 9 10 11 16 -2 -8 -10 -14 -3 -11 -18
right_child=2 8 4 6 5 -7 13 -9 14 17 -12 -13 15 -15 -16 -17 18 -19 -20
leaf_value=-0.15989560792661464 0.12366924864370409 -0.20021744429785696 -0.20021578028945017 0.13667775576343771 -0.12935589571065867 -0.133243342851084 -0.13157006359565634 0.10266363254259757 0.11184602428999176 0.14680918658532446 -0.18870630588400036 -0.18901785973789254 0.085010095247316675 0.062162947915679126 -0.15584134144512754 -0.16204498010901672 -0.03784467730079287 -0.20006461933316455 0.14773502824702983
leaf_weight=0.070668775249032478 0.19452906789229019 0.01233506083372049 0.032705211106076604 0.031007858633529395 0.022383015922969207 0.057920883104088716 0.066698830465611536 0.099395862833262072 0.068652348924842954 0.033426858661186998 0.060452527144207124 0.025648179129348136 0.030391640320885926 0.031870092017925344 0.01286895532393828 0.021564982831478119 0.038306479786115233 0.0071053001147447494 0.04141562999211601
leaf_count=195 140 18 61 24 25 48 81 75 79 37 194 48 22 23 21 19 28 43 33
internal_value=0 -0.0436728 0.0231675 0.0547516 -0.0327521 -0.00227383 -0.0197284 0.0600183 -0.0163144 -0.0483366 -0.0788996 -0.0225038 0.0939055 -0.0689308 0.0695889 -0.017532 0.0238889 0.0860021 0.058564
internal_weight=0 0.37088 0.588467 0.376062 0.212405 0.1797 0.129577 0.121779 0.300211 0.21869 0.178158 0.117705 0.246486 0.0985689 0.0815213 0.0519566 0.0920572 0.0405322 0.0797221
internal_count=1214 696 518 309 209 148 128 100 501 401 321 127 181 104 100 41 79 80 61
is_linear=0
shrinkage=0.2


Tree=67
num_leaves=20
num_cat=0
split_feature=533 64 63 29 151 360 255 35 52 451 0 30 333 225 245 498 531 275 467
split_gain=0.0206875 0.0243121 0.0263117 0.0261421 0.0223761 0.0269859 0.0228575 0.0223556 0.0217657 0.0195018 0.0192515 0.0212278 0.0229727 0.0183813 0.018307 0.0182396 0.0180155 0.0174806 0.0170786
threshold=-0.032617386499999991 0.095701370000000022 0.0084371805000000005 0.20951827500000003 0.13080079500000003 0.052244404500000008 0.78994399500000012 0.043801711500000007 0.37218947500000005 0.0024727284000000001 0.0026046806000000005 0.025414013000000003 -0.062263994999999996 1.3177873500000001 0.84903580000000012 -0.00028256353499999997 0.017225790000000005 0.020077962500000004 -0.0037493955999999998
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 4 6 10 -2 9 15 -1 11 -6 -13 -3 -9 -4 -17 -5 -11
right_child=1 13 8 17 5 -7 -8 14 -10 18 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.10880829850928307 -0.20017275325630479 -0.13448489110021966 0.11722916130042496 0.12221164122186545 -0.14116847765722329 0.071207564210739718 0.07026681497019556 0.18595068352316005 -0.17154550315469352 -0.13686555426809566 -0.1830878986191215 0.13211254155093838 -0.20024342561606701 0.15988752027311351 -0.043741145118484426 -0.20019847554786174 0.13289686918036994 -0.037990887148051163 0.12915302985122865
leaf_weight=0.035348787976545282 0.014952604974496353 0.093668528560101549 0.12840109907119768 0.064452762107976014 0.053940494574362674 0.034738132088932616 0.076248018866863276 0.063382757049112115 0.014353449474583613 0.045160319106798852 0.097281269392624381 0.03232502025548456 0.011201658482605126 0.0093299298023339361 0.017771558850654401 0.015881092340350733 0.010988953630658216 0.047193141177558573 0.012278217938728631
leaf_count=33 39 185 116 66 79 39 81 56 14 41 227 32 22 9 15 23 12 115 10
internal_value=0 -0.0180298 -0.0026662 -0.0288575 -0.0578758 -0.0911802 0.0259275 0.0589844 0.0640892 -0.00807095 -0.120146 -0.0573241 0.0465802 -0.10782 0.135652 0.0858716 -0.0639736 0.0544934 -0.0800007
internal_weight=0 0.704956 0.601958 0.432333 0.320687 0.229487 0.0912006 0.173942 0.169625 0.0927873 0.194748 0.0974672 0.0435267 0.102998 0.0811543 0.155271 0.02687 0.111646 0.0574385
internal_count=1214 1059 865 700 519 399 120 155 165 84 360 133 54 194 71 151 35 181 51
is_linear=0
shrinkage=0.2


Tree=68
num_leaves=20
num_cat=0
split_feature=103 364 216 548 27 162 89 221 178 449 154 552 360 311 409 424 73 531 429
split_gain=0.0195542 0.0227453 0.026504 0.0241653 0.0209843 0.0210796 0.0228926 0.0196408 0.0251055 0.0194673 0.018987 0.0187211 0.0179468 0.0177685 0.0174567 0.0169395 0.01578 0.0141051 0.0139112
threshold=0.0083462725000000015 -0.0091428944999999984 0.51598667500000006 0.00025641289500000008 0.0032348440500000004 1.1998031500000004 0.028643070000000003 0.97725821000000013 1.5074254500000002 0.010665620500000002 0.53311547000000015 0.032216305000000008 -0.0076488917999999991 0.033994833000000009 -0.026783092999999997 0.0029615018500000006 0.23489220000000002 0.0036100938500000005 0.0053284187000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -3 6 9 12 11 -6 14 -9 -4 -5 -1 17 -8 -16 -14
right_child=1 3 7 13 5 -7 16 8 -10 -11 -12 -13 18 -15 15 -17 -18 -19 -20
leaf_value=-0.14096987959877746 -0.11493433356895076 -0.15339951749486852 -0.11696299110166078 -0.16120876945223683 0.086334191880845249 -0.15120228587924836 0.11232951412383146 -0.17261407483114985 0.14988258749398084 -0.1717117806597469 -0.17461488078602938 0.059296676918271334 0.11915608653579353 0.092537946826867612 -0.13040387192976086 -0.20006985854621506 -0.13969201623057939 0.16179545856566066 -0.11255764931934938
leaf_weight=0.028386492554091092 0.037033739889011486 0.029479002665539156 0.015188898734777467 0.069714994986497913 0.019568959518437623 0.023548427192054078 0.12421719506346562 0.038398557113396237 0.02500090792455012 0.029060411581667722 0.047588793622708181 0.021844412971404381 0.21076446724055131 0.013115073978042346 0.0081656063703121617 0.0086991866996868339 0.010802008007885888 0.034645478901438764 0.010899790853727609
leaf_count=89 49 63 17 105 27 52 124 48 19 54 177 21 185 15 38 72 13 35 11
internal_value=0 0.0107635 0.0452994 -0.0280555 0.00448342 0.0269462 0.0497894 0.0637226 -0.0186011 -0.0678714 -0.0746056 -0.088522 0.093351 -0.121031 -0.0150373 0.0543622 0.0921669 0.106063 0.107762
internal_weight=0 0.678637 0.359131 0.319506 0.236676 0.207197 0.183649 0.322097 0.0852439 0.0486294 0.127486 0.060243 0.236853 0.0828301 0.0798968 0.0515103 0.135019 0.0428111 0.221664
internal_count=1214 803 350 453 333 270 218 301 88 81 411 69 213 120 234 145 137 73 196
is_linear=0
shrinkage=0.2


Tree=69
num_leaves=20
num_cat=0
split_feature=533 276 246 91 111 460 64 449 469 500 27 210 320 377 212 491 70 330 435
split_gain=0.0175352 0.0240769 0.0210506 0.0184592 0.0252357 0.019446 0.0187015 0.0177171 0.0189671 0.0175349 0.0177797 0.0170563 0.0155419 0.0154072 0.0150363 0.0147652 0.0145102 0.0135424 0.0132986
threshold=0.00068244664000000012 0.017655131500000004 1.0080371500000003 0.0092746305000000005 0.15386758000000003 0.014625158000000001 0.10366527500000002 0.0046808701000000006 0.019148639500000005 -0.00027726909999999994 0.0032799928500000003 0.71584480000000006 -0.011796808499999999 0.023440996500000002 0.71616583000000011 -0.0083806669999999979 0.010196480750000002 0.0030574858000000002 -0.031558055999999994
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 16 5 7 6 11 8 -5 10 -4 15 18 -7 -3 -1 -2 -12 -13
right_child=1 14 9 4 -6 13 -8 -9 -10 -11 17 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.070967742481199414 0.026545375766782089 -0.1491001900458564 -0.20024276502644392 -0.1281946380933989 -0.14152634372061759 -0.17186037836834961 -0.15120568464238465 0.12470516544145849 0.16470111092697765 -0.16964926693209048 0.12575179649881357 0.12445378335322557 0.072564586318243113 0.11851316237560833 0.15156606722310612 0.1035478090998122 -0.15994269498446578 -0.13769585984995447 -0.16140651930077135
leaf_weight=0.023439926171704428 0.02006766351951228 0.0082830363517132355 0.01011575439133594 0.025758464346836263 0.020877384543382504 0.04356272928589533 0.025228738082660129 0.13786229933702998 0.013467594784742687 0.019296426265100308 0.051796977235426311 0.00778101454488933 0.028240318612006376 0.0087828385003376752 0.03381258956505917 0.11230558758052211 0.099125036483656004 0.0091896216545137577 0.039841344427713921
leaf_count=28 67 21 16 32 53 93 38 143 12 42 55 8 31 8 27 118 337 14 71
internal_value=0 -0.0456234 -0.0733458 0.0193892 0.0664432 -0.0128226 0.0115597 0.0909612 -0.0276339 -0.000564622 0.0453232 0.0309652 -0.0449896 -0.12314 0.0924048 0.0734132 -0.128545 0.0860548 -0.1147
internal_weight=0 0.251687 0.209591 0.487148 0.197966 0.289182 0.236837 0.177088 0.0392261 0.0903988 0.0711024 0.211608 0.0758627 0.0523456 0.0420956 0.135746 0.119193 0.0609866 0.0476224
internal_count=1214 579 531 635 240 395 294 187 44 127 85 256 110 101 48 146 404 69 79
is_linear=0
shrinkage=0.2


Tree=70
num_leaves=20
num_cat=0
split_feature=560 384 274 536 170 325 336 165 297 27 310 202 543 552 211 446 377 458 322
split_gain=0.0154284 0.0199683 0.0167691 0.019766 0.019395 0.0186906 0.0182741 0.0172942 0.0170095 0.016769 0.0153338 0.016428 0.0154589 0.0157086 0.0151352 0.015704 0.0149657 0.0141809 0.0134342
threshold=1.0000000180025095e-35 0.0053711032000000004 -0.0079763394999999987 -0.012404065999999998 0.76118118000000001 -0.022215609999999997 1.0000000180025095e-35 0.45422703500000006 -0.016158230499999995 0.0037727259500000003 0.014371136500000001 0.95514437500000005 -0.0037279065999999994 0.016116519000000006 0.59286790000000011 -0.0061889694999999996 0.016526556000000001 -0.00036607072499999995 -0.067154724999999985
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 -2 4 5 -4 -7 -5 -6 -1 14 12 -12 -14 15 -11 -9 -18 -8
right_child=1 -3 3 7 8 6 18 16 -10 10 11 -13 13 -15 -16 -17 17 -19 -20
leaf_value=-0.13479417695178039 0.11302170273344354 -0.13756819466352352 0.12554281880661286 0.092690960157603211 0.14446493917088812 0.089981722094842759 0.20025288034155669 -0.18776776289770469 -0.096027600623447257 0.1394079704932106 -0.1706310414229254 0.10637076278791967 -0.20009064752108971 0.1090381509324129 -0.14398372495192455 -0.20023837053766402 0.13934766664157111 -0.11878451275854796 -0.14838025784981207
leaf_weight=0.059124911242179223 0.082348199492116692 0.029589191772174672 0.029505153019272257 0.022364784268575022 0.084592034363595303 0.023220707480504643 0.0048175475094467393 0.041890663385856897 0.01366399141443253 0.018864127791857754 0.023034530733411884 0.059372990923293401 0.0085394953262039053 0.028587163785232406 0.052526807330195879 0.0076548597171495194 0.014661697525298223 0.020299162571973284 0.053730760739199468
leaf_count=211 96 50 31 24 88 28 4 51 26 28 89 82 69 54 152 11 14 24 82
internal_value=0 0.0208469 0.0328322 0.0114442 0.0462664 -0.0109123 -0.0601501 -0.0620952 0.111021 -0.0412958 -0.0134577 0.0317362 -0.0419205 0.0379355 -0.0818006 0.0413671 -0.10714 -0.0105304 -0.119694
internal_weight=0 0.420684 0.391095 0.308747 0.20953 0.111274 0.081769 0.0992163 0.098256 0.257705 0.19858 0.119534 0.0601612 0.0371267 0.0790458 0.026519 0.0768515 0.0349609 0.0585483
internal_count=1214 518 468 372 259 145 114 113 114 696 485 294 212 123 191 39 89 38 86
is_linear=0
shrinkage=0.2


Tree=71
num_leaves=20
num_cat=0
split_feature=138 169 56 113 175 349 413 216 56 541 390 526 136 64 480 471 35 262 151
split_gain=0.0148087 0.0164686 0.0238078 0.0200203 0.0172009 0.0159802 0.0159252 0.0156836 0.0164846 0.0156236 0.0140806 0.0158536 0.0125098 0.0158752 0.013354 0.0115015 0.0144906 0.0117519 0.0110336
threshold=1.0091077000000002 1.1629726500000002 0.0026616001000000005 0.017402340000000006 0.54843591500000011 0.0079791850000000015 -0.014277343499999999 1.4090533500000002 0.0030139435000000004 -0.019415729499999996 0.049876376500000007 -0.0064289429999999986 0.53118085000000004 0.070616705000000016 0.0012516968000000001 -0.0060788495499999994 0.024344548500000004 -0.0011100969999999998 0.28603823500000003
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 3 12 10 -6 15 8 -2 -10 11 -3 14 -14 -1 16 -5 -18 -15
right_child=7 4 -4 6 5 -7 -8 -9 9 -11 -12 -13 13 18 -16 -17 17 -19 -20
leaf_value=0.080506301136776481 -0.18425648056076804 0.11204382320836972 -0.11145299255475823 -0.12124783985248846 -0.13245200415197764 0.066729672835226628 -0.12638734473500013 0.091927685338632201 0.12733236605920215 -0.20007180408572856 0.15008493538339709 -0.17689357323834257 -0.19575122667067113 0.080838029345497192 -0.20025412142655377 0.13645773922449761 0.15378192084743841 -0.052124244034406256 -0.1747461305671798
leaf_weight=0.037445663401740603 0.049274279965402457 0.018358110603003297 0.079214808386495861 0.019956319447373971 0.029129060381819727 0.036053582685781294 0.016545899717129942 0.017878780427963648 0.016746501085435739 0.0089436684343127126 0.082224171299458249 0.012957078857652959 0.036261154035855725 0.021121282986314327 0.0082736782496795058 0.072633404251973843 0.031446128617972136 0.017125669048255077 0.0099339994578713231
leaf_count=49 148 25 193 35 49 47 33 32 28 56 84 22 134 58 8 81 34 33 65
internal_value=0 0.0102126 -0.015013 0.0132037 0.0596073 -0.0222814 0.0592472 -0.0763928 -0.116537 0.0133512 0.106619 -0.00750789 -0.0510362 -0.105869 0.029698 0.0810059 0.0222321 0.0811826 -0.000918526
internal_weight=0 0.52868 0.349958 0.270743 0.178722 0.0651826 0.157707 0.0928432 0.0749644 0.0256902 0.113539 0.0313152 0.113036 0.0673164 0.0457193 0.141162 0.0685281 0.0485718 0.0310553
internal_count=1214 950 723 530 227 96 216 264 232 84 131 47 314 257 57 183 102 67 123
is_linear=0
shrinkage=0.2


Tree=72
num_leaves=20
num_cat=0
split_feature=280 109 60 267 408 402 475 216 55 546 486 17 448 147 230 368 211 517 513
split_gain=0.0138885 0.0210608 0.0156287 0.0154289 0.015387 0.0166957 0.0175248 0.0151678 0.0142824 0.0141197 0.0137162 0.0153409 0.0169462 0.0131675 0.0129577 0.0142262 0.0145653 0.0128934 0.0117302
threshold=-0.011760257499999998 0.27983476000000002 0.032137120000000005 -0.018612714999999998 -0.0071240505499999994 0.0012790679500000002 -0.0010177456999999998 1.2523773000000002 0.0025782147500000006 -0.0088456609999999977 0.014564326000000001 0.023741053500000001 0.0079692880000000032 1.2063943000000001 1.0392319000000003 -0.010436038999999999 0.25221193000000003 0.034610150000000006 0.068827805000000006
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 -4 5 14 8 9 -7 -8 11 12 13 -1 15 -2 -17 18 -6
right_child=4 -3 3 -5 17 6 7 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.15482576317497676 -0.12315812926809444 -0.096287070173796299 0.066455758003716822 -0.20015168506768866 -0.18321798178884102 -0.16635217411351011 0.11211920815538463 0.12583020316091736 0.059451454246933523 -0.13451650522246753 0.14603573388820701 0.18509797675586992 0.16376173057928325 0.14336960390775477 -0.072805363665655987 -0.20029544646103348 0.13688858297319129 0.14374989543175803 0.0050566075006897538
leaf_weight=0.030864385793393012 0.011520474957251281 0.039954678363301355 0.018738673021289287 0.016179398964595748 0.050984946827838939 0.057120012951145327 0.013421615089555416 0.030268414077909256 0.013938940600837668 0.030124066296139063 0.083180870844444144 0.017919647481903667 0.013406373382167658 0.0073300130025017998 0.0268289524337888 0.0054935677180765188 0.076266089797400127 0.0073841709690896087 0.017878395959087356
leaf_count=52 41 106 24 35 155 189 26 42 47 93 108 22 19 9 53 8 127 16 42
internal_value=0 0.035557 0.063634 -0.0570776 -0.0282333 -0.00545147 -0.0511622 0.0170878 -0.122058 -0.0584986 0.0912371 0.0256707 -0.0296943 -0.0975981 0.0496839 0.0849139 0.114233 -0.107407 -0.134338
internal_weight=0 0.227574 0.187619 0.0349181 0.34123 0.264982 0.144873 0.0738141 0.071059 0.0435457 0.152701 0.0695204 0.0516008 0.0381944 0.120109 0.0932801 0.0817597 0.0762475 0.0688633
internal_count=1214 375 269 59 839 626 397 161 236 119 210 102 80 61 229 176 135 213 197
is_linear=0
shrinkage=0.2


Tree=73
num_leaves=20
num_cat=0
split_feature=53 103 508 153 517 176 144 62 382 216 441 433 93 102 242 229 42 163 357
split_gain=0.013358 0.015327 0.0137114 0.0134802 0.0127712 0.0127226 0.0126986 0.0125769 0.0149886 0.0129844 0.0117617 0.01134 0.011149 0.0135538 0.0123898 0.0116225 0.0110687 0.0106663 0.0102511
threshold=0.22028879000000004 0.0089149742500000007 -0.0091135494999999983 0.69957031500000011 -0.0085770354999999982 0.81016916500000014 0.97203219000000007 0.00083780526500000019 0.019192576500000006 1.3880154000000002 0.066999855000000011 0.0042738863000000007 0.0027615008000000003 0.12384588500000002 0.46372297000000007 0.57662522500000013 0.33898978000000007 1.3849877500000003 0.011955248500000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 12 -3 -5 -1 9 -9 10 16 -7 13 14 15 -4 -6 -14 -11
right_child=2 4 3 5 7 11 -8 8 -10 18 -12 -13 17 -15 -16 -17 -18 -19 -20
leaf_value=-0.17935274481733279 0.11471682928937131 0.07267964485492899 -0.098185018071879293 0.17886524835492024 -0.16465789662289565 -0.11620494849717276 0.066019582044526084 0.17050619934369171 -0.13042869458839779 -0.11223011932912363 0.18831931036095551 0.18410718811271221 -0.13370226882608488 0.10493437531260308 -0.099381044738174551 0.17340361683854266 0.084668299438639738 0.15887144056136021 0.14080184921132877
leaf_weight=0.043093991492014538 0.057112500548100797 0.053414894007801195 0.010165382889681496 0.029826247457094723 0.064713053817058608 0.01555778546116926 0.010490175281802294 0.020085965494217817 0.0098750774541258579 0.010400958992249798 0.0047281157603720194 0.0074322442742413833 0.045162613492266246 0.040122323505784152 0.048419182819998241 0.016587584768785746 0.0080031559627968818 0.0056026361125987014 0.016667257979861461
leaf_count=316 90 84 20 33 217 37 43 24 19 24 5 10 88 51 94 21 9 6 23
internal_value=0 -0.0369629 0.0274481 0.00467659 -0.0100542 0.0926858 -0.131316 -0.0429173 0.0713189 -0.0756658 -0.117342 -0.0191197 -0.0233153 0.0110718 -0.0390263 0.0702075 -0.137217 -0.101413 0.0435743
internal_weight=0 0.241473 0.275989 0.218876 0.187888 0.0528163 0.0535842 0.134474 0.029961 0.104513 0.0774443 0.02299 0.16606 0.115294 0.0751722 0.026753 0.0727162 0.0507652 0.0270682
internal_count=1214 764 450 360 405 80 359 321 43 278 231 47 280 186 135 41 226 94 47
is_linear=0
shrinkage=0.2


Tree=74
num_leaves=20
num_cat=0
split_feature=220 177 552 546 106 69 148 249 232 122 94 425 489 216 289 126 463 275 545
split_gain=0.011639 0.0118791 0.0113189 0.0119087 0.0117154 0.011522 0.0112995 0.0114811 0.011169 0.0109602 0.0108956 0.010887 0.014136 0.0108691 0.0108531 0.0107561 0.010997 0.0108633 0.00974743
threshold=0.52260982500000008 0.67795251500000009 0.013233223250000002 -0.00081581831999999986 0.26135792000000008 0.044989580000000008 0.76542832500000013 0.34359362500000007 1.0807807500000004 0.00091003067000000007 0.21750509500000001 0.009190459500000003 0.0076791112500000014 0.57889760000000012 -0.0018512472499999997 0.7915247700000001 -0.0023245654499999993 0.0051065355000000012 0.0080406702500000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 6 3 14 5 10 7 -2 -9 -1 -4 12 -10 -12 18 16 -15 -17 -3
right_child=1 2 4 -5 -6 -7 -8 8 11 -11 13 -13 -14 15 -16 17 -18 -19 -20
leaf_value=-0.11123121970195259 -0.047122921960211575 0.13072021770299819 -0.13296158352467544 -0.18061856204296853 -0.13327230132705853 -0.17771583822857934 -0.20012075022427944 0.11644750635795545 -0.20014312475215337 0.097073072692238194 -0.13653234477977266 -0.17658527091481144 0.13687852995675506 0.15037246202437121 -0.20012478519016386 0.20018891849934534 -0.036986911503354411 -0.17127792513729523 -0.13018632937895658
leaf_weight=0.060164471472717196 0.033657726193723647 0.018960127150421613 0.011939695687033236 0.030776892617041085 0.019890767939614307 0.0097421454461255053 0.0070504877476196262 0.10522243721652558 0.0065021031041396773 0.012142989882704569 0.0094600738316330535 0.011086427681220812 0.021240083010525268 0.068491575561893114 0.009132101866953235 0.0044033527083229282 0.015336926146574115 0.011055303031753283 0.0082069533209505607
leaf_count=263 77 30 17 159 92 22 28 167 15 23 24 22 37 98 51 5 27 27 30
internal_value=0 0.0109071 -0.0207814 -0.0890988 0.00970335 0.0315075 0.0481933 0.058045 0.0826176 -0.0762495 0.0483965 -0.00905878 0.0578887 0.0683084 -0.0115022 0.0878256 0.116094 -0.0654667 0.0519025
internal_weight=0 0.402155 0.217396 0.0670761 0.15032 0.130429 0.184759 0.177709 0.144051 0.0723075 0.120687 0.0388286 0.0277422 0.108747 0.0362992 0.0992872 0.0838285 0.0154587 0.0271671
internal_count=1214 928 582 270 312 220 346 318 241 286 198 74 52 181 111 157 125 32 60
is_linear=0
shrinkage=0.2


Tree=75
num_leaves=20
num_cat=0
split_feature=386 553 361 419 121 297 40 445 160 516 296 91 309 230 503 432 72 53 360
split_gain=0.0111369 0.0162076 0.0143495 0.0131549 0.0119031 0.0109629 0.0113092 0.0109347 0.0131317 0.0105678 0.010375 0.0111265 0.0106735 0.0100681 0.00952451 0.0125136 0.00947217 0.00875375 0.00835351
threshold=-0.011817559499999998 -0.033818563499999989 -0.00068455296499999989 -0.0045324819999999991 0.0048733925000000013 -0.021090785999999997 0.3324244400000001 -0.013136706499999998 0.64633543500000012 0.015488870000000002 0.012293431500000002 0.011044383250000003 -0.076415704999999987 0.51142670000000012 0.007885617000000001 0.010234476000000001 0.0016392009000000003 0.18992185000000003 0.0053184278000000008
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 7 13 6 -1 8 -2 -5 11 12 -11 16 15 -15 -3 -12 -4
right_child=3 4 18 9 -6 -7 -8 -9 -10 10 17 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.11830575325426734 -0.2000987303390844 -0.1366235193173127 0.032788821161487132 -0.18062639525756999 -0.20009925689160127 -0.20007739965480967 -0.15717587425696333 0.085847515816845341 0.04033011565446333 0.19362353102615801 -0.093593610543959066 0.13878703360312136 -0.18151643079937185 -0.20013200462965322 0.13278925550003892 0.088846191470927385 0.12028379443464468 0.12201149787599633 -0.17464190960957721
leaf_weight=0.035146608162904158 0.015519552588557417 0.015123300670893514 0.010207942792476388 0.032079047583465581 0.0064226631120618541 0.006912375630463429 0.0071782642094149187 0.046560592873902351 0.021922248411556211 0.0033283308619047594 0.011957550561419339 0.0063047071314485939 0.034276864487992498 0.0086588864960503997 0.092558340199957456 0.01947532270787633 0.0092528352324734442 0.020354220035187609 0.032459366628927455
leaf_count=58 84 46 19 145 23 42 21 109 72 5 57 15 147 29 154 40 20 45 83
internal_value=0 0.0261404 -0.0401207 -0.0382552 0.0663387 0.0334459 0.0715843 0.0211398 -0.0593272 -0.0843243 -0.0437941 -0.107091 -0.148314 0.0781348 0.101814 -9.28429e-05 -0.0391051 0.042223 -0.125015
internal_weight=0 0.243396 0.0919046 0.192303 0.151491 0.0492372 0.0423249 0.0840024 0.0374418 0.108301 0.0762217 0.0439099 0.0376052 0.145069 0.120693 0.0281342 0.0243761 0.0323118 0.0426673
internal_count=1214 535 223 679 312 121 79 265 156 414 269 167 152 289 223 69 66 102 102
is_linear=0
shrinkage=0.2


Tree=76
num_leaves=20
num_cat=0
split_feature=533 259 151 387 550 15 16 31 128 454 260 392 145 84 515 536 215 282 304
split_gain=0.0100113 0.0112748 0.0102614 0.0139477 0.0134436 0.0104687 0.0104255 0.0106872 0.0106053 0.00958346 0.00930862 0.00835504 0.00833856 0.00850414 0.0082698 0.0139506 0.00797074 0.0119881 0.0107571
threshold=-0.032004472999999999 0.040034042000000006 0.16664756000000003 0.040860360000000005 0.016699162000000004 0.019368641000000002 0.0036058912500000003 0.30247500500000007 0.59599626000000006 0.0066502527000000004 -0.0071494264999999993 0.027345822000000002 0.69385235000000012 0.0055174601500000012 -0.020608060999999997 -0.029277392999999995 0.60952555000000019 -0.012832292999999998 0.0069518288000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 6 5 -3 8 10 -4 11 -8 -1 13 -11 -12 -16 -7 -18 -19
right_child=1 2 3 -5 -6 16 7 -9 -10 12 14 -13 -14 -15 15 -17 17 18 -20
leaf_value=0.14711130550093424 -0.14974767305888059 -0.15105038714791086 -0.16213735256100686 0.096403242918093907 -0.11208991086737835 0.14837998709012754 -0.14684515897590197 -0.15492826500976498 0.020238830705032816 -0.077621220957294526 0.16633136180148067 -0.096011308276403182 -0.16444705720896113 0.17339019256707489 -0.1751506235738349 0.088587208864857978 -0.1932055982507177 -0.2000591277557133 0.12976076812310874
leaf_weight=0.042939764412039949 0.024294515734709421 0.0077744435607201004 0.052761320936383527 0.026411942902882402 0.019367916656847228 0.045580356263371868 0.010706415108870715 0.016846807526235352 0.016819965208583199 0.010764933467726223 0.018394927901681513 0.0065114020908367811 0.011191769823199138 0.010830776969669387 0.011961044574491098 0.024363531692870311 0.0079883047133080254 0.0046394511891776338 0.026832094825294917
leaf_count=83 125 33 297 62 60 95 36 38 81 26 25 14 17 20 24 50 43 35 50
internal_value=0 -0.0188635 -0.00791568 -0.0377371 0.0394726 0.0710996 -0.0610681 -0.0128751 -0.118051 0.0595057 0.0237029 0.115099 -0.0243413 0.0482671 0.0570723 0.00174298 0.0914087 0.0256008 0.0811396
internal_weight=0 0.314743 0.290449 0.178266 0.112183 0.0928147 0.151854 0.0822727 0.0695813 0.0822386 0.0654259 0.0494512 0.0327875 0.0215957 0.0547195 0.0363246 0.0850402 0.0394599 0.0314715
internal_count=1214 1054 929 613 316 256 551 173 378 160 135 97 63 46 99 74 223 128 85
is_linear=0
shrinkage=0.2


Tree=77
num_leaves=20
num_cat=0
split_feature=533 419 244 91 207 338 462 510 536 404 507 223 223 551 268 206 458 92 69
split_gain=0.00861107 0.0100804 0.0124698 0.0102352 0.0107493 0.0105492 0.0108747 0.0100376 0.00962721 0.00967956 0.00999034 0.00910403 0.00988011 0.0090637 0.00801106 0.00740043 0.00805081 0.00736527 0.00715025
threshold=0.00099101893000000016 0.0040055681500000004 0.40808272500000004 0.0092746305000000005 0.57492833500000018 0.018659561000000002 -0.0096216734999999987 -0.017562954499999995 -0.019628883999999996 -0.019035948499999997 -0.028281387999999998 0.89672375000000015 1.2738514000000001 0.019453335500000005 -0.060026588499999992 0.9439227200000001 -0.0045623003499999986 0.020196081000000001 0.047856176500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 11 5 6 -5 -3 9 -2 18 13 -13 17 -10 -4 -17 -1 -11
right_child=8 2 15 4 -6 -7 -8 -9 14 10 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.14833243321639242 -0.11686996332895101 0.13821295017997398 -0.18595879103739518 0.20013857428465412 0.17364272205675196 0.19240745133134987 -0.1616063608223921 -0.12956907265579257 0.20013993421294143 0.1083324538167395 -0.10799315787559208 -0.14032351559114017 0.089690949397199529 -0.091109456502229499 -0.15226420864881071 0.10785415374769464 -0.10946807372362025 0.12404151404657637 -0.20004348975454819
leaf_weight=0.0044022465381203793 0.022810390629729227 0.021068604775791755 0.02180551497963279 0.0043613021261990062 0.039995457525947131 0.0086460764141520485 0.013977143073589104 0.0076258913586570989 0.0027760636876337222 0.039904252583596644 0.014260928685416729 0.02560631933181412 0.010546429653459199 0.013202882755194878 0.03658752837168322 0.010544354101511999 0.019296971849144029 0.040553470760642085 0.0032527637299608605
leaf_count=18 110 45 92 8 79 16 41 23 4 136 88 66 25 40 210 25 76 86 26
internal_value=0 0.0192173 -0.0386626 0.048048 0.107832 0.0102888 -0.0755751 0.0670468 -0.0464 -0.00665227 0.0371338 0.00558958 -0.073224 0.054582 -0.127411 -0.0973937 -0.0326778 0.0973696 0.08509
internal_weight=0 0.241633 0.0803413 0.161291 0.06698 0.0269845 0.0183384 0.0286945 0.119592 0.0802283 0.0574179 0.0943113 0.0361527 0.0581586 0.0393636 0.0516468 0.0298413 0.0449557 0.043157
internal_count=1214 640 261 379 144 65 49 68 574 360 250 235 91 144 214 193 101 104 162
is_linear=0
shrinkage=0.2


Tree=78
num_leaves=20
num_cat=0
split_feature=53 536 264 289 103 253 10 336 533 423 39 255 542 237 285 445 370 172 44
split_gain=0.00790809 0.0095146 0.00862151 0.00804716 0.00799297 0.00783669 0.00855426 0.00782126 0.00838631 0.00799466 0.00764576 0.00759552 0.00758397 0.00768309 0.00759167 0.00748345 0.01072 0.00699119 0.00760343
threshold=0.22028879000000004 -0.030019358999999999 -0.025230826999999997 0.017756995500000004 0.010027145000000003 0.66038685000000008 0.27965383500000007 0.016924763000000006 -0.032617386499999991 -0.0046926814999999995 0.0068746709500000008 0.70989460000000004 0.00066875875000000013 1.2746621500000004 0.0046100872000000006 -0.0098456259999999979 -0.0049486451499999992 0.25917076500000008 0.027334152500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 5 -3 15 17 9 -9 -1 -11 -5 13 14 -6 -4 -17 -7 -19
right_child=2 4 3 11 12 6 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20
leaf_value=-0.16969772794248023 0.13957203107301594 -0.17246951034746261 -0.15803441749048552 -0.2001020031425402 -0.20005995839355661 -0.20009993347101176 -0.17060617067235462 0.15897120393183933 -0.1379532261428251 -0.11708510190327809 0.12053805973220162 0.15779315278570485 -0.20007235147147517 -0.14654096299364489 0.084503976429704183 -0.20010909771361837 0.10185032189810513 -0.0074519408273066709 0.12386695177305969
leaf_weight=0.0054006614332138261 0.023518027895079285 0.026718050729073184 0.022830085377108844 0.0026771489210659629 0.0043298022355884305 0.004322204098571091 0.0080089399589269306 0.00475579680642113 0.019028886251589938 0.0062852527557879503 0.039177263028022935 0.020806335139241128 0.0095072406138569931 0.011085506948347756 0.028006986530044742 0.0068901894846931091 0.014813551132192515 0.033388203120921389 0.037383853268693201
leaf_count=31 53 276 91 8 25 10 28 9 116 21 115 52 40 58 73 20 33 77 78
internal_value=0 -0.0352135 0.0269268 0.00939648 -0.0832942 -0.0103998 0.0258783 0.0160875 -0.0785826 0.0603573 0.0876863 0.116993 -0.0382799 -0.00285566 0.0464017 -0.0780971 0.00598862 0.0468337 0.0619145
internal_weight=0 0.154295 0.174639 0.151121 0.0796476 0.127637 0.0831032 0.0746479 0.0237847 0.0508632 0.0454625 0.0234835 0.0529295 0.0434223 0.0323368 0.0445338 0.0217037 0.0750943 0.0707721
internal_count=1214 764 450 397 472 337 193 292 125 167 136 60 196 156 98 144 53 165 155
is_linear=0
shrinkage=0.2


Tree=79
num_leaves=20
num_cat=0
split_feature=560 150 465 115 470 306 489 324 140 363 221 315 216 219 487 255 117 76 311
split_gain=0.00745458 0.00804387 0.00793584 0.010451 0.00861181 0.00707906 0.00645963 0.00642391 0.00734481 0.00646901 0.00643119 0.00654782 0.00638877 0.00702999 0.00634281 0.00624683 0.00616313 0.00589731 0.00559633
threshold=1.0000000180025095e-35 0.47646474500000008 0.012930654500000001 0.048184505000000009 -0.012602519999999997 -0.0077875657499999994 0.030969544000000005 0.028769515500000006 0.78766162500000014 -0.017818286499999999 0.79205400000000015 -0.013546616499999999 0.65039015000000011 0.65706273500000012 -0.018570518999999997 0.77918220000000005 0.0047482156500000009 0.55706473000000012 0.0091784185000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 18 5 -2 -5 9 17 10 11 -3 -6 -14 -1 -8 -10 -9 -4
right_child=2 7 3 6 12 -7 15 8 16 -11 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.20020932400723482 -0.12708039198152715 -0.20006261815611298 -0.1111777696382184 -0.15084368219632627 -0.15433775659382643 0.11371884949704579 -0.20009377981231338 0.098894031018767745 -0.17058659224890049 -0.16268187807236248 -0.13486280907802772 0.13904230522275593 -0.09841252768555403 0.099750367822864672 -0.18019318752876351 0.09074092195957216 0.19506765855199151 -0.14053893494292904 0.11709991454348434
leaf_weight=0.0019142089877277604 0.0052619334201153825 0.0028017277663821014 0.0054412664976553051 0.02709478766837492 0.010299336951447913 0.067890389071180834 0.0040390626081716627 0.036059165339338506 0.010155379953971533 0.018516055466534453 0.0094838307329609961 0.012176552164419263 0.011266772279668658 0.0196502741250697 0.020856922557754842 0.010997637509717606 0.0022528590598085438 0.0046448014850284372 0.020404394432262052
leaf_count=2 27 26 12 108 43 158 12 107 78 164 64 37 32 49 193 32 3 22 45
internal_value=0 -0.0413371 0.0230362 -0.0310829 0.0552029 0.0963979 -0.092504 -0.0160095 0.030508 -0.0734956 -0.00598808 0.0756118 -0.0179115 0.027536 -0.148215 0.0126188 -0.104198 0.0715719 0.0690408
internal_weight=0 0.118862 0.182346 0.0679771 0.114369 0.0731523 0.0421315 0.0960904 0.0531122 0.0429782 0.0244621 0.0149783 0.0412164 0.030917 0.0227711 0.0150367 0.0124082 0.040704 0.0258457
internal_count=1214 696 518 209 309 185 152 501 210 291 127 63 124 81 195 44 81 129 57
is_linear=0
shrinkage=0.2


Tree=80
num_leaves=20
num_cat=0
split_feature=3 386 253 363 177 280 470 151 142 366 173 161 151 134 551 433 425 459 115
split_gain=0.00693295 0.00815338 0.00828187 0.0101192 0.00736691 0.00767932 0.00702654 0.00700352 0.00705919 0.00749092 0.00683344 0.0063936 0.00623439 0.00620254 0.00594459 0.00620062 0.00560958 0.00615665 0.00534149
threshold=0.019799893000000002 -0.015810143999999995 0.74434861500000016 -0.012458198499999998 0.49309028500000007 0.0050290355000000009 -0.0046985621999999991 0.16001031500000004 1.2658354500000002 -0.015882143999999997 0.31776040500000008 0.73008365000000019 0.17019084000000004 0.11578949300000001 -0.0035260944499999995 -0.011519084999999998 0.0039652261500000008 0.0032002025000000003 0.019626519500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 13 6 -2 14 -4 8 9 -1 -5 -9 -7 -3 -6 -16 -17 -18 -12
right_child=1 2 3 10 5 12 -8 11 -10 -11 18 -13 -14 -15 15 16 17 -19 -20
leaf_value=0.044251038255790083 0.14291002529684252 0.086310668039545901 0.14914710557290953 0.16256639281436708 0.15166580692720089 0.11951855911788759 -0.13557854726252747 -0.1541939456466675 0.15034915490478151 -0.15816314668338438 0.12522764441551201 0.047340212046289076 -0.20007604579069913 -0.11939901444896933 -0.10743207706272506 0.15293057634211121 0.087135502459532888 -0.20010797054623886 -0.1453773438827915
leaf_weight=0.016990768497862518 0.029137926841940498 0.0069539107698801663 0.025242597311148529 0.0046166913271008516 0.017429724757562326 0.0032942360649030897 0.004018940307560114 0.030920936421352962 0.010131812552572228 0.012839989355143189 0.0034389647298667106 0.0079067206489185082 0.0094316855029319413 0.037373289752736127 0.012128192611271515 0.013837422211508965 0.0071478228601336014 0.005124614923261106 0.019251972700203623
leaf_count=97 69 25 65 10 39 12 31 272 20 82 9 32 43 205 46 40 17 11 89
internal_value=0 0.0174624 -0.0223971 0.0283255 0.0586971 0.0228197 0.110041 -0.0526608 0.00611461 -0.0428737 -0.0592372 -0.113154 -0.117346 -0.0871279 0.0548622 0.010737 0.0656272 -0.0328091 -0.104365
internal_weight=0 0.198428 0.100896 0.0565692 0.0975316 0.0683937 0.0292615 0.0787902 0.0399626 0.0298308 0.0273076 0.0388277 0.0127259 0.0443272 0.0556678 0.0382381 0.0261099 0.0122724 0.0226909
internal_count=1214 711 434 204 277 208 96 503 199 179 108 304 55 230 153 114 68 28 98
is_linear=0
shrinkage=0.2


Tree=81
num_leaves=20
num_cat=0
split_feature=552 264 533 257 449 365 408 297 247 238 369 96 148 234 311 512 421 326 385
split_gain=0.00631533 0.00790569 0.00615889 0.00606898 0.00601878 0.00550309 0.00537573 0.00524086 0.00591146 0.00625653 0.00547615 0.00813633 0.00519485 0.00627542 0.00569461 0.00610933 0.00518152 0.00502155 0.00533249
threshold=0.019120323500000005 -0.025230826999999997 -0.032004472999999999 0.005112939500000001 0.023784546000000004 -0.010221636499999997 0.014952509000000001 -0.045985691499999995 0.61288212500000017 1.2583642000000002 0.017639991000000004 0.23910174000000003 0.23951689000000001 0.97838185000000011 0.0095495855000000008 -0.021089022999999995 -0.0055510192999999987 0.041913490500000004 0.0093478365000000015
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 -2 -1 6 -6 7 -4 10 -10 11 -9 13 16 -14 -16 -3 18 -17
right_child=2 12 4 -5 5 -7 -8 8 9 -11 -12 -13 14 -15 15 17 -18 -19 -20
leaf_value=0.1574586090997728 0.10551386343657619 0.074470151423026459 0.13970000820191467 -0.1104021652043658 0.016882731965597451 -0.18338167195848273 -0.16873856042878138 0.090519386100610541 -0.15879247086107195 0.18112519928715756 0.10511724892686447 -0.20006182010973858 -0.16150030949209843 0.11932254203136002 0.084944528287704865 0.023753960946283671 -0.20006838978328201 -0.16804818630403756 -0.18663027779093566
leaf_weight=0.013085047245112946 0.031189584125968395 0.0047422699371963972 0.017264461144804955 0.0045634035166131062 0.010416656225061161 0.011601363767795192 0.0051208925815444664 0.0083486341009120224 0.011821123388926935 0.0026518216218391908 0.027369950108095509 0.0071599615230297795 0.024564713721360931 0.012941405588662747 0.011365194309291837 0.020165801498023939 0.0065451297405161313 0.016134248853006738 0.0063323230260721166
leaf_count=39 95 18 43 34 45 69 21 26 60 6 71 37 211 39 43 129 39 135 54
internal_value=0 -0.0354658 0.0277605 0.0881972 0.00392783 -0.0886372 0.0294881 0.0430924 0.0140108 -0.0965107 0.0513155 -0.0436353 -0.0566978 0.0242639 -0.0816666 -0.0453484 -0.0847242 -0.0800827 -0.0265221
internal_weight=0 0.12044 0.132944 0.0176485 0.101755 0.022018 0.0797368 0.074616 0.0573515 0.0144729 0.0428785 0.0155086 0.102791 0.0242288 0.0785623 0.0539976 0.0112874 0.0426324 0.0264981
internal_count=1214 741 473 73 378 114 264 243 200 66 134 63 668 96 572 361 57 318 183
is_linear=0
shrinkage=0.2


Tree=82
num_leaves=20
num_cat=0
split_feature=159 460 498 2 412 472 115 193 97 220 69 530 54 157 195 264 526 263 297
split_gain=0.00592397 0.00644406 0.00655299 0.00735413 0.00587108 0.00546627 0.00511188 0.00647715 0.00590821 0.0051273 0.00496571 0.0064965 0.00563036 0.00578409 0.00506569 0.00610492 0.00658632 0.00495092 0.00463136
threshold=0.60510486500000005 0.020804271500000002 -0.00040485625499999994 0.050540466000000006 0.032109159000000005 -0.005247680949999999 0.013052311000000002 0.7219620000000001 0.0058233888000000017 0.68519100500000008 0.045418118500000007 -0.083374404999999985 0.0005336913500000001 0.071227860000000018 0.98024840000000013 -0.021759517499999995 0.0052371917500000009 -0.020620604999999997 -0.038075834999999995
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 -4 -3 6 -2 -8 -9 -10 12 -12 13 -1 -14 -16 -17 -5 -7
right_child=5 4 3 17 -6 18 7 8 9 -11 11 -13 14 -15 15 16 -18 -19 -20
leaf_value=0.17607388933820742 0.18662184781013269 -0.11439406420324474 0.062587941846829309 0.20010746811056479 0.16585905588325145 0.0088682565909627611 -0.12027898077627081 -0.20006399825715065 -0.16759207097037765 0.11561245078629426 0.12262308326855792 -0.19403372738450841 0.12211540627110565 -0.20005745187242399 0.19630288798458106 -0.10617807370426924 0.16038284061777419 -0.16968127951464868 -0.17791688187279625
leaf_weight=0.0023357626242841425 0.0047865312371868632 0.021150853475660369 0.013922512924182229 0.0016018085298128417 0.0034823250789486329 0.0074847839109679617 0.018637827909401494 0.0036320164263088364 0.0029733117908108389 0.018267478120378655 0.0043104151263833046 0.0064989281305543045 0.059769011145249351 0.0054538621022857114 0.00575443877824 0.014523607474529854 0.0049787858533818499 0.015105113937806891 0.018273487621229378
leaf_count=7 12 139 60 3 14 38 157 25 28 64 10 49 214 50 17 57 14 77 179
internal_value=0 0.019255 0.0365079 -0.0447654 -0.0747754 -0.0492367 -0.00955458 -0.0311356 0.0356618 0.0759691 0.0605307 -0.0677613 0.0754716 -0.0872724 0.0903814 0.0152844 -0.0381275 -0.134227 -0.123641
internal_weight=0 0.158887 0.134254 0.0306294 0.0246332 0.0740554 0.0482972 0.0435106 0.0248728 0.0212408 0.103625 0.0108093 0.0928155 0.00778962 0.0850258 0.0252568 0.0195024 0.0167069 0.0257583
internal_count=1214 711 558 140 153 503 286 274 117 92 418 59 359 57 302 88 71 80 217
is_linear=0
shrinkage=0.2


Tree=83
num_leaves=20
num_cat=0
split_feature=364 142 83 189 186 387 49 122 103 324 465 422 354 83 517 36 417 115 268
split_gain=0.00546955 0.00774704 0.00628031 0.00715821 0.00604624 0.00657806 0.00579479 0.00576516 0.00566877 0.00517522 0.00657069 0.00484298 0.00468936 0.00462904 0.00434269 0.00426062 0.00411461 0.00392389 0.00380505
threshold=-0.0097533984999999979 0.81380830000000015 0.05800499600000001 0.69614220000000004 0.25948649000000007 0.022094824000000002 0.12816931500000003 0.00062962770000000014 0.014636110500000002 0.027452367500000005 0.009855342500000001 0.035263900000000008 -0.019230420499999994 0.22275662500000001 -0.019674202999999998 0.076298005000000016 0.047409918500000002 0.0083192047500000015 -0.017203575999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 9 6 12 -2 13 14 10 11 -4 -6 -7 -1 18 -5 -14 -9
right_child=4 2 3 16 5 7 -8 15 -10 -11 -12 -13 17 -15 -16 -17 -18 -19 -20
leaf_value=0.037972709784429556 0.086993995321687528 0.15614832263707007 0.13693531354069177 -0.13891404588663253 0.19641332460354327 -0.15999688795252151 -0.1833830300390161 0.13914430419572599 0.085961071485236948 0.15200884193990719 -0.14579503495495361 -0.13673800417370371 0.11970999149589634 0.14220326774737671 -0.18408260149857383 -0.20008044329755728 0.052942953398455929 -0.15780183852839452 -0.015989897674689776
leaf_weight=0.0047666497089267059 0.022409029756545351 0.02013218715774201 0.012981684621991008 0.012827948017843482 0.0017348591863992615 0.012328600802845813 0.0036933000604335567 0.013965947793622034 0.0069609897082045782 0.018842109820980113 0.0073283042634102449 0.0032300212037625889 0.0021736371272709212 0.0024265644470915513 0.01350099485159717 0.0025951419447665094 0.0068636894720839328 0.032670929505798085 0.011557985607737466
leaf_count=19 125 60 38 57 5 108 26 43 25 66 29 12 6 16 144 11 22 317 85
internal_value=0 0.0293277 0.05908 0.0275982 -0.0347745 -0.06221 0.0487375 -0.00905528 -0.0676185 0.0738925 0.0113659 0.0824086 -0.124512 -0.110298 -0.126141 0.0440709 -0.0720406 -0.14049 0.068895
internal_weight=0 0.107435 0.0822059 0.0620738 0.105556 0.0794537 0.0261023 0.0428742 0.0252286 0.0423821 0.02354 0.0162117 0.0365794 0.0147552 0.0182676 0.0281191 0.0196916 0.0348446 0.0255239
internal_count=1214 472 284 224 742 591 151 263 188 145 79 50 328 124 163 139 79 323 128
is_linear=0
shrinkage=0.2


Tree=84
num_leaves=20
num_cat=0
split_feature=53 324 530 553 288 56 143 19 169 507 130 267 95 449 248 354 89 545 116
split_gain=0.00486075 0.0053081 0.00577998 0.00563953 0.00538339 0.00526634 0.00524598 0.00470675 0.00448772 0.00494191 0.00503226 0.00431035 0.00467394 0.00417786 0.00399248 0.0048065 0.00397705 0.0039636 0.00376947
threshold=0.15902997500000002 -0.0036303938999999994 -0.095534409999999986 -0.031982799999999992 -0.0074524471499999986 0.0019317591500000002 0.48252901500000006 0.0010724656000000003 1.1796688000000002 -0.046357190499999992 0.7379832850000001 -0.018802547999999999 0.0057887167500000015 -0.016037166999999995 0.58973020000000009 0.0064184392000000007 0.050930768500000008 0.013555057500000002 0.24002363000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 -4 13 7 -6 9 10 18 -7 14 -5 -13 -16 -8 -10 -1
right_child=1 2 3 5 6 11 16 -9 17 -11 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.20004071670874476 -0.19481794241800593 0.12626492338820255 -0.13984977375960311 -0.14484419335050566 -0.092077198361630114 0.081747825459933421 -0.13398530234564626 0.11328155931984532 0.099878819346765235 -0.17291932507232124 0.15283217056340259 -0.20010313976051786 -0.13743266416813749 0.14528616934958891 -0.14339710910974943 0.14916697983750268 0.076824046486521802 -0.18283822093502686 0.044204682581646976
leaf_weight=0.0058730816500656147 0.0046797892557606238 0.018423443725623656 0.015631856220466034 0.0021789922402604125 0.005999843036420315 0.017309063839775263 0.014175786644443633 0.017443621472807536 0.0097832368423951266 0.017177375686230789 0.0048084101122753973 0.0025001405147122577 0.012238871712270338 0.02233484809357833 0.0029756832468024194 0.0091625039225391447 0.0047889624893286955 0.0024880071858888195 0.0044368910210437207
leaf_count=66 43 69 109 13 37 70 88 75 47 270 22 14 65 86 20 42 20 26 32
internal_value=0 0.0148329 0.0215916 0.00637589 -0.0395237 0.0451534 -0.00254308 0.0607245 -0.0604014 -0.0995222 -0.016129 0.00390869 -0.0462201 0.119497 0.0300412 0.0774447 -0.0807519 0.0425577 -0.0949298
internal_weight=0 0.149843 0.145164 0.12674 0.0580401 0.0687001 0.0424082 0.0234435 0.044567 0.0322958 0.0151184 0.0441863 0.0268772 0.0245138 0.0146383 0.0121382 0.0189647 0.0122712 0.01031
internal_count=1214 751 708 639 329 310 220 112 463 390 120 211 141 99 76 62 108 73 98
is_linear=0
shrinkage=0.2


Tree=85
num_leaves=20
num_cat=0
split_feature=560 280 27 247 448 465 115 10 315 510 315 26 264 203 258 194 129 36 287
split_gain=0.00412106 0.00478295 0.00460385 0.00471824 0.00448239 0.00444876 0.00460544 0.00411413 0.00406457 0.00436262 0.00488958 0.0039685 0.00360436 0.00548101 0.00354349 0.00345065 0.00343498 0.00326278 0.00324371
threshold=1.0000000180025095e-35 -0.035655090499999993 0.0040115080000000013 0.66603092500000016 0.014203910000000002 0.013752670000000003 0.045333981500000009 0.28672327000000003 -0.0089150062499999978 -0.023801916499999996 -0.020289094999999997 0.26709415000000009 -0.017682956499999996 0.95632820000000007 0.039344491000000002 0.98683834000000015 0.29893657500000004 0.078617452000000018 -0.024597792999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 -1 8 -7 16 9 -3 14 -9 -10 -14 -11 -5 -4 -8 -6
right_child=1 5 3 15 18 6 17 11 12 10 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.1659805756175341 0.15543954966607443 0.14907415451728667 -0.10765537123987597 -0.20004113113722888 -0.20001874316513693 0.041399955706942951 -0.14521172600367466 -0.16632305364294392 0.10676156693762875 -0.14826444986952034 0.11686861399276652 0.089678593016875349 -0.13965216569311104 0.079188273805181245 0.11983570734494919 0.073456761115917632 0.095422496029884549 0.084828510463811901 0.15674305338155151
leaf_weight=0.016792427778682395 0.0097664973550308787 0.018849871999577772 0.0038786077434451718 0.0072386628824574473 0.0014463260807247025 0.012952562090504216 0.017004396943320899 0.0071009741033094542 0.006619060238790552 0.0077616072094315314 0.0097696530651774083 0.0036760600073648675 0.013127886648362619 0.0070290158905663693 0.0026436033367644995 0.0024765532717765382 0.023625458983701719 0.0028846502227679585 0.0034535077599002753
leaf_count=218 46 68 30 98 32 48 121 117 32 40 43 22 71 30 9 38 121 10 20
internal_value=0 0.0219314 -0.0404062 -0.00584743 -0.116871 0.00871289 -0.0514074 0.0257426 0.0387194 0.0798935 0.0152563 -0.0790006 -0.02129 -0.0633392 -0.0801495 -0.130322 0.0667846 -0.111847 0.0514346
internal_weight=0 0.108409 0.0696886 0.0479963 0.0216923 0.0986423 0.0328416 0.0382811 0.0658007 0.0390247 0.0201749 0.010777 0.026776 0.0201569 0.0104052 0.00971522 0.0275041 0.019889 0.00489983
internal_count=1214 518 696 426 270 472 179 290 293 160 92 139 133 101 49 136 151 131 52
is_linear=0
shrinkage=0.2


Tree=86
num_leaves=20
num_cat=0
split_feature=386 220 419 403 280 56 39 455 498 297 188 228 177 342 15 451 8 125 54
split_gain=0.00430858 0.00496489 0.00532524 0.0062238 0.00454224 0.0050587 0.00429623 0.00428857 0.00522408 0.00428616 0.00395797 0.00367596 0.00364212 0.00358297 0.00361304 0.00356692 0.00344007 0.00327755 0.00259481
threshold=-0.011817559499999998 0.52971743000000016 -0.0045324819999999991 -0.05773834499999999 0.0045455880500000012 0.0017523623500000003 0.012635964000000001 0.015650920500000002 -0.010016666999999998 -0.035614813499999988 1.5400604500000001 1.0637323000000003 0.49560545000000006 -0.067214041999999988 0.027988044000000004 0.037568170500000005 0.044954487500000008 0.0052168128000000006 0.00072826987500000011
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 10 -4 6 -6 7 8 -1 18 16 -9 17 14 -5 -7 -3 -11 -8
right_child=1 2 3 13 5 15 9 11 -10 12 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.10098733465455637 -0.16641664100580933 -0.20005132342599366 0.16150443755995814 -0.14023341631845301 0.078747534041813047 -0.17438840501676944 -0.039041619084947549 0.14161267332441371 -0.16642972498044387 -0.2000544307557881 -0.20004997013841247 -0.077928093567153689 -0.16879115078385365 -0.13767509057631327 0.13767208981358259 0.15565028471275566 0.088551070558187173 0.15063669194786064 0.17773364319126381
leaf_weight=0.0065280493770387693 0.010362675358862816 0.001771170981442082 0.0041411149286432183 0.0032530761177440573 0.0068947800901923975 0.010938601755185573 0.003811399621667988 0.031792634550356524 0.0052899630136380438 0.0015280668947070817 0.0023823617129892219 0.0033745172440831075 0.0087213530505323433 0.023766192277264508 0.0044054370011963329 0.0014880450107739316 0.024567771539352634 0.0035253664664196549 0.0052528099181472498
leaf_count=32 173 18 11 24 40 112 22 144 37 13 15 19 72 264 19 5 155 14 25
internal_value=0 -0.0379482 -0.0172399 -0.0689676 0.0271822 -0.0586398 0.0509305 0.0855188 -0.0187135 -0.0202258 0.0468149 0.120546 -0.0905084 -0.0993389 0.0196273 -0.134867 0.0691439 0.044594 0.086582
internal_weight=0 0.0746498 0.0642871 0.0355658 0.0891456 0.0193214 0.0698242 0.0469852 0.011818 0.022839 0.0287213 0.0351672 0.0137748 0.0314247 0.00765851 0.0124266 0.0263389 0.00505343 0.00906421
internal_count=1214 679 506 318 535 157 378 232 69 146 188 163 99 307 43 117 173 27 47
is_linear=0
shrinkage=0.2


Tree=87
num_leaves=20
num_cat=0
split_feature=169 417 552 227 134 360 352 135 486 386 16 440 106 459 44 183 249 123 283
split_gain=0.00401178 0.00481584 0.00473715 0.00443093 0.00365108 0.00352921 0.00348346 0.00476854 0.00425015 0.00383907 0.00375126 0.00355562 0.00339699 0.00322229 0.0037027 0.00302823 0.00290793 0.00288658 0.00267321
threshold=1.1295477500000002 0.023619094500000003 0.014821335500000003 0.68647087000000007 0.78134459000000012 -0.011457706 0.00068086443000000012 0.30080770000000007 0.016416123000000001 0.003958404500000001 0.0035963454000000005 0.020328684000000003 0.086059880000000019 0.0065625653500000006 0.032616679000000003 0.57888163000000004 0.42882560000000008 0.0040641259000000008 0.025837804000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 17 -3 7 -4 10 -9 -8 -10 -5 16 -15 -12 -7 -1 -14
right_child=1 5 6 12 -6 13 8 9 11 -11 15 -13 18 14 -16 -17 -18 -19 -20
leaf_value=0.11574498690340283 0.091043292071996185 -0.20004018744330987 -0.091956470517563726 0.10312517489165043 0.080409375664921068 -0.02525625809056168 -0.15474958504175809 0.13877552350831718 0.10882072756331192 -0.12555889973282075 -0.12894977007484829 -0.11920214926331255 -0.18936115407102594 -0.1395049461815252 0.16474276496107768 0.11403095326818793 0.1572329740999083 -0.14133364344912358 0.090943993653690325
leaf_weight=0.0018866469789600151 0.0072023857019303241 0.0016625507341814219 0.0064324982581638315 0.0026136864325962969 0.0041289388796030826 0.0041212310134142163 0.014001894573084428 0.017635214306665148 0.010400088088772463 0.0025106356231390228 0.0034902360439446056 0.0037115952743533862 0.0096809352900208978 0.0042351183592472799 0.0025715249466884416 0.0049776803425629623 0.022904207299916379 0.023615730912752042 0.0015835229878575783
leaf_count=25 42 10 43 15 25 25 165 89 54 25 19 32 79 25 11 25 111 385 9
internal_value=0 0.0394791 -0.0280916 -0.036238 -0.0940668 0.0844481 0.00286045 0.0579642 -0.0371753 0.105833 -0.0911998 0.0488471 -0.102294 0.0984282 -0.0245613 0.0138812 0.129404 -0.122315 -0.149957
internal_weight=0 0.0565752 0.0927912 0.0210805 0.0296313 0.0354946 0.0631598 0.0265783 0.0365815 0.0201458 0.0224698 0.0141117 0.0138781 0.0338321 0.00680664 0.00846792 0.0270254 0.0255024 0.0112645
internal_count=1214 327 887 145 435 182 452 157 295 114 209 86 103 172 36 44 136 410 88
is_linear=0
shrinkage=0.2


Tree=88
num_leaves=20
num_cat=0
split_feature=533 3 151 550 216 15 247 39 416 505 113 530 237 224 49 220 386 26 304
split_gain=0.0032205 0.00404019 0.00343367 0.00433403 0.00420632 0.00355107 0.00330725 0.00417348 0.00411152 0.0035347 0.00358522 0.00315756 0.00398305 0.00306643 0.00301662 0.00284375 0.00330156 0.00280921 0.00279854
threshold=-0.032617386499999991 0.019909745500000003 0.14119605500000001 0.016699162000000004 2.3889592500000005 0.019368641000000002 0.64530580000000015 0.013364864000000002 0.018619745000000004 -0.03334437299999999 0.017646682 -0.075987591999999979 0.71503503000000013 1.0457945500000003 0.087292040000000015 0.52260982500000008 -0.022770882999999995 0.053748866500000006 -0.0017672895499999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -2 7 9 -9 -4 11 12 -11 -8 -15 16 -7 -17 -5
right_child=2 -3 4 18 -6 15 13 8 -10 10 -12 -13 -14 14 -16 17 -18 -19 -20
leaf_value=-0.060127001155762499 -0.20002631805843385 0.11025482139094556 -0.16593817637986627 0.11877797230561782 0.1371525987860697 0.15781339181645077 -0.17348742398517708 0.1081566226833455 -0.16631720311123729 -0.20005171059526769 0.082142309233080718 -0.146186337645244 0.1543664217648705 0.13222003530823398 -0.2000278981485121 -0.17999721987782347 -0.20002338928673039 0.13427534941794064 -0.19613036492314737
leaf_weight=0.0079028329046195722 0.0018398422969880803 0.018833996655303054 0.0041621386449151023 0.0015006989337962295 0.004945691991451894 0.0016906922473935992 0.013870812438653957 0.0026568768448669297 0.012240390080876296 0.001787823330232639 0.020259930416500538 0.0068237277990874663 0.004365313479922861 0.0030398323962117493 0.0017068546390532902 0.0012043013302900354 0.0026446493739058488 0.020574640016604917 0.0045552052756647745
leaf_count=48 28 107 50 12 21 11 231 17 172 9 111 96 21 21 31 11 49 125 43
internal_value=0 0.0598936 -0.0175051 0.0352995 -0.041179 0.0685302 -0.0536163 -0.0278457 -0.117366 0.00781318 0.0295715 -0.0525038 0.0513885 -0.126005 0.0127475 0.0874509 -0.0604746 0.116897 -0.118094
internal_weight=0 0.0267368 0.109869 0.03401 0.0758594 0.0279541 0.0709137 0.0522962 0.0148973 0.0373989 0.0332368 0.0129769 0.00615314 0.0186175 0.00474669 0.0261143 0.00433534 0.0217789 0.0060559
internal_count=1214 155 1059 279 780 224 759 476 189 287 237 126 30 283 52 196 60 136 55
is_linear=0
shrinkage=0.2


Tree=89
num_leaves=20
num_cat=0
split_feature=41 498 452 253 533 153 491 417 11 76 57 86 297 155 495 209 104 386 158
split_gain=0.00277555 0.00470149 0.00399979 0.00366704 0.00366152 0.00363365 0.00306723 0.00300735 0.0038745 0.00386887 0.0031893 0.00274509 0.00313527 0.00269471 0.00263116 0.00287616 0.00259272 0.00314755 0.00273355
threshold=0.084438127000000016 -0.0086097807499999988 0.018958434500000003 1.3143206500000002 -0.011491956999999999 0.23670830500000004 -0.028867359499999998 0.034506155000000004 0.0018805348000000002 0.38961259000000004 0.21710718500000001 0.047320393000000009 -0.043155444999999994 0.27665421000000007 -0.010939679499999999 0.88261315000000007 0.0031475710000000005 -0.018274873499999997 0.10116991500000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 14 6 -4 -1 -2 9 -9 10 -7 12 -8 -11 15 -3 17 -13 -18
right_child=1 2 4 -5 -6 7 11 8 -10 13 -12 16 -14 -15 -16 -17 18 -19 -20
leaf_value=-0.085382784417353891 -0.2000343624990035 -0.121055028942309 0.19668744867010485 -0.1830493171253621 -0.2000276335741154 -0.12225248693286968 0.083036729834239598 -0.20001906926066348 0.11916394079396891 -0.12394312213136723 0.17875480922937151 0.14504978232627497 -0.13977539416767709 0.10523117896538269 -0.18385106565811754 0.20005135369596536 -0.13306639238922691 -0.12567471553524254 0.15746872053159192
leaf_weight=0.0096659994978267605 0.002165286929539433 0.003432170768235209 0.0029641355995408958 0.0035419027185525911 0.0013564742876042138 0.010514352693689943 0.0045651635382455424 0.0016273602017520252 0.023326840223148793 0.0024376870337619047 0.0016256983390121613 0.0029010269649916154 0.0056557451324010799 0.012981401253625791 0.014506845712418226 0.0016532166191609576 0.0014270923888943807 0.0042117906906469207 0.014032790725764244
leaf_count=134 22 39 12 26 25 109 29 43 134 40 10 17 103 91 233 7 11 53 76
internal_value=0 -0.0323936 -0.102045 0.0108666 0.072137 0.0273083 0.0305134 0.0480511 0.0983488 0.00250767 -0.081944 0.045736 -0.0402565 0.0689998 -0.140456 -0.016666 0.0846733 -0.0152573 0.13065
internal_weight=0 0.0624136 0.0239128 0.0385008 0.00432061 0.0621793 0.0349589 0.0525133 0.0249542 0.0275591 0.0121401 0.0327936 0.0102209 0.0154191 0.0195922 0.00508539 0.0225727 0.00711282 0.0154599
internal_count=1214 653 316 337 37 561 311 427 177 250 119 289 132 131 279 46 157 70 87
is_linear=0
shrinkage=0.2


Tree=90
num_leaves=20
num_cat=0
split_feature=364 387 33 360 221 56 39 196 169 153 528 108 99 164 15 421 2 438 288
split_gain=0.00261447 0.00351645 0.00433319 0.00316943 0.00328983 0.00311813 0.00377098 0.00364153 0.00311183 0.00308015 0.00281803 0.00267535 0.00258778 0.00245681 0.0024795 0.00242326 0.00227579 0.00226866 0.00217036
threshold=-0.0033355017499999994 0.026481409500000004 0.13797134000000003 -0.0076488917999999991 0.97725821000000013 0.0027901001500000005 0.015230310500000002 0.90096205000000007 1.1796688000000002 0.53317833500000011 -0.070994654999999976 0.091387713000000023 0.018184575000000005 0.42714223500000009 0.034836431500000008 0.0057464210000000007 0.045198442000000005 -0.00041192380999999993 0.0095843805000000015
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 6 7 -5 18 -6 17 -11 13 -3 -15 -10 -4 -8 -7
right_child=1 12 16 4 9 8 10 -9 15 11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.12896738238765051 -0.15502904943972878 -0.20002923350741614 -0.1638888770545629 0.14299527609436377 -0.13228043422440783 -0.19059201129334158 0.1938465762515906 -0.093097023617192354 0.15664760210766665 0.092041571630400026 -0.15047930897890691 -0.2000252389200553 -0.16955480518106866 0.10387860944019443 -0.20002975106859144 -0.082147443853232957 0.12532822881007283 -0.090107630532728827 0.046442781377426356
leaf_weight=0.0053528098453625708 0.015368864806276861 0.0014024659166125284 0.0014724017436265049 0.026481275466068155 0.0083669710528511132 0.0049633733126484003 0.002732117134200962 0.0028993651806104017 0.004603474072496283 0.0069043038377003541 0.0041097518680430767 0.0015330803456095055 0.0024474767363926722 0.012550540789902698 0.0011743130397690047 0.0026949766165671463 0.0041717055343895026 0.0019138613822633488 0.002243591355636454
leaf_count=57 314 25 24 177 89 65 15 31 27 55 58 18 39 105 21 20 29 26 19
internal_value=0 -0.0447753 -0.0999905 0.0193206 0.0307504 0.055345 0.0853647 0.119697 -0.0235804 -0.046295 -0.0298404 0.0389728 0.0212418 0.0521111 0.0778759 0.0684718 0.049879 0.0768747 -0.116801
internal_weight=0 0.0385878 0.021013 0.074799 0.0694461 0.0526418 0.0381364 0.0293806 0.0145054 0.0168044 0.00875573 0.00843738 0.0175748 0.0151273 0.0137249 0.00729845 0.00564411 0.00464598 0.00720696
internal_count=1214 557 367 657 600 438 307 208 131 162 99 73 190 151 126 47 53 41 84
is_linear=0
shrinkage=0.2


Tree=91
num_leaves=20
num_cat=0
split_feature=249 177 67 533 69 486 399 277 205 344 220 151 10 95 311 435 129 503 552
split_gain=0.00254729 0.00262664 0.00326691 0.00287437 0.00266216 0.00262014 0.00292905 0.0025957 0.00243787 0.00228307 0.00213872 0.00237923 0.00231789 0.00198016 0.00197436 0.00188464 0.00195797 0.00187058 0.00254379
threshold=0.34359362500000007 0.73273525000000006 0.041323419500000007 -0.032004472999999999 0.044989580000000008 0.0034134715000000006 0.017764634500000005 -0.03382641899999999 0.85194027000000017 0.026885279500000001 0.59273077000000007 0.47667563000000007 0.33110010500000003 0.0045445540500000008 0.0095495855000000008 0.0054194378000000012 0.27704977000000003 0.030129798000000003 0.014636122000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 4 13 5 6 -3 -5 10 17 -9 12 14 -2 -12 16 -7 -1 -19
right_child=1 2 -4 7 -6 15 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=-0.15069728820474834 -0.08594253111029293 -0.16975156282661205 -0.14998419845792671 -0.17073107637641202 -0.15457854466030088 -0.12615002389663305 0.13538001516877043 -0.064080202228423908 -0.14766254538210941 0.077071877639889194 -0.01104987315803478 -0.10671656226346152 -0.10935172102226012 0.17973513258956469 0.14927328841217069 -0.14181536559971594 0.090431632979188381 -0.20003982957793787 0.095911056500438643
leaf_weight=0.010325696415748098 0.0012997684025322096 0.0047978697992903099 0.006892369943244602 0.0026537123051753033 0.0038626404030992481 0.0018309049529534596 0.0017057698875078131 0.0052563160114118537 0.0026784082514836874 0.0035152753087004376 0.0038022408448341585 0.0025362109161051185 0.0019627103657171565 0.0082115201039414387 0.016009528789766136 0.0018028330168817766 0.018955767012869273 0.0017506263010318443 0.0034534343553787039
leaf_count=178 8 109 130 28 64 16 12 81 36 34 34 29 34 57 95 38 178 22 31
internal_value=0 0.0125152 -0.0247636 0.0459643 0.00142502 0.0221373 -0.0897219 0.0194017 0.0350491 -0.0684744 0.0516005 0.0766124 0.0979658 0.143429 0.118504 0.0543422 0.071355 -0.10142 -0.0036457
internal_weight=0 0.0842586 0.0398482 0.0444104 0.0329558 0.0290931 0.00650364 0.0348991 0.0322454 0.019045 0.029567 0.0243107 0.0217745 0.00951129 0.0198118 0.0225895 0.0207867 0.0155298 0.00520406
internal_count=1214 949 547 402 417 353 121 337 309 265 273 192 163 65 129 232 194 231 53
is_linear=0
shrinkage=0.2


Tree=92
num_leaves=20
num_cat=0
split_feature=386 342 441 175 470 489 74 526 53 57 159 71 493 332 524 61 492 148 141
split_gain=0.00215377 0.00246704 0.00253039 0.00272343 0.00238518 0.00281283 0.00252944 0.00222658 0.00256518 0.00214683 0.00211978 0.0021188 0.00210965 0.00202288 0.0019322 0.00191855 0.00204362 0.00184349 0.00183947
threshold=-0.011817559499999998 -0.068151864999999992 0.031111724500000004 0.59912248000000012 -0.012602519999999997 0.0050967143000000001 0.0020876997000000004 0.00066972608500000003 0.14401458500000003 0.18288049000000003 0.42757554000000003 0.057588696500000001 0.015555860000000003 0.0072367762000000004 0.013006932000000002 0.0056648066000000007 -0.051095666499999991 0.25848194000000008 0.50266565000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 11 12 7 -6 13 8 -1 -2 -9 14 -4 -7 17 16 -10 -3 -19
right_child=1 2 3 -5 5 6 -8 10 15 -11 -12 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=-0.11475338178868132 0.1115076781146567 0.070235850166579392 0.10582277059366346 -0.13473014288534274 -0.18435007694220915 0.087611789473974855 -0.12033587386974716 0.076707130921192246 -0.20002886732410616 -0.094539931175657038 -0.12261922160273504 -0.20001673452722218 -0.20002140601977947 -0.12163010360448666 -0.2000306478466711 0.14815066073920186 0.10821456738790887 0.032885223622795508 -0.17994843542798428
leaf_weight=0.0020905427765569575 0.0070785812103508761 0.0048490318392282461 0.0078091786662071172 0.0036583852026979011 0.0036955610554514342 0.010904274851355922 0.0045896905093343312 0.0041901801375843206 0.0014217661864677211 0.0028318383294276828 0.0043493215845558097 0.0063313079843965161 0.001019957885034728 0.0022252935476387856 0.0031666290124121596 0.015928417807117512 0.0021787799014418843 0.0027747494123104843 0.0039177692919452056
leaf_count=40 72 43 87 52 64 101 62 36 13 32 48 237 27 33 26 116 22 25 78
internal_value=0 -0.0350363 -0.0609503 0.0103688 0.0254101 -0.0256318 0.00747074 0.0616531 0.0958065 0.0526309 -0.0248134 -0.10328 0.0704911 0.052148 -0.0616388 0.118347 -0.0135031 -0.0236686 -0.0917066
internal_weight=0 0.0434374 0.033527 0.0124875 0.0515738 0.0214148 0.0177193 0.030159 0.0216195 0.00991042 0.0085395 0.0210395 0.00882914 0.0131296 0.0147082 0.019529 0.00360055 0.0115416 0.00669252
internal_count=1214 679 575 166 535 260 196 275 191 104 84 409 114 134 172 151 35 146 103
is_linear=0
shrinkage=0.2


Tree=93
num_leaves=20
num_cat=0
split_feature=384 518 364 246 530 464 196 3 286 50 408 211 16 328 271 385 17 0 123
split_gain=0.00193343 0.00229557 0.00215089 0.00286601 0.00257492 0.00235981 0.00236067 0.00231171 0.00235496 0.00198805 0.00185762 0.00180778 0.00264097 0.00189153 0.00175165 0.00167287 0.00159434 0.00156019 0.00154368
threshold=0.005942585900000001 0.028015770000000006 0.0061761245500000011 1.1992419500000002 -0.033699927499999997 0.017009493000000004 0.20443963500000004 0.028190937500000002 0.040502918500000006 0.030348681000000006 -0.0079389369999999983 0.52388508000000011 0.0027039559500000002 0.0035900048500000004 -0.029347978499999997 0.010102364000000001 0.024469220000000003 0.0024398269500000005 0.0052121549000000008
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 4 -4 5 6 -1 8 9 -7 11 -8 18 -14 -12 -3 -6 -5 -13
right_child=-2 15 3 17 16 7 10 -9 -10 -11 14 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.20002707403024667 -0.099868459300473889 0.14057674555271762 -0.17074783026222923 -0.13477578799738513 -0.20002505114521704 0.12917275504681577 0.15428187388149622 0.11430598484033772 -0.18318041553882114 -0.16610148601917518 0.071830577447794364 0.093676318459056176 -0.013332816019387373 0.1056024286688267 -0.13743643291325322 -0.11566917518346925 0.032859751919577206 0.16027464929114982 -0.20001585467661065
leaf_weight=0.001548230415210127 0.0074503181970442247 0.0073185715393719875 0.0063781766832562425 0.0010806591044456582 0.0036020629025870212 0.0024327031410393829 0.0078079624410065654 0.0025002483123444117 0.0057237188138401507 0.0014591705335078586 0.0028192498070893635 0.0010000823358495827 0.0077706576707896593 0.017161498676756537 0.0036993895681263203 0.0011839386709198152 0.0017457509668190596 0.0021295696566312472 0.0025189566000989316
leaf_count=30 142 60 192 13 68 28 63 30 76 26 25 25 75 147 59 16 20 21 98
internal_value=0 0.00666115 -0.00504047 -0.093174 0.00863593 0.0212032 0.0425836 -0.0570172 -0.101565 0.0184663 0.0513642 0.0690356 0.0456411 0.0685336 -0.0469304 0.104896 -0.124002 0.0609518 -0.116551
internal_weight=0 0.0798806 0.0713781 0.00958841 0.0617897 0.0564419 0.044326 0.0121158 0.00961559 0.00389187 0.0427778 0.0362592 0.0284512 0.0249322 0.00651864 0.00850251 0.00534781 0.00321023 0.00351904
internal_count=1214 1072 996 226 770 682 522 160 130 54 492 408 345 222 84 76 88 34 123
is_linear=0
shrinkage=0.2


Tree=94
num_leaves=20
num_cat=0
split_feature=63 452 264 143 486 405 177 435 159 169 4 316 6 489 171 242 385 141 436
split_gain=0.00179737 0.00263588 0.00241574 0.00216104 0.00244903 0.00234406 0.00239755 0.00225788 0.0019554 0.00188519 0.00182923 0.0021225 0.00187846 0.00177434 0.00175795 0.00171364 0.00161052 0.00160944 0.00136087
threshold=0.0063448107500000007 0.011149523000000001 -0.022806670499999997 0.48252901500000006 -0.0083910002499999973 0.0092092010000000019 0.60920190000000007 0.0074288447000000002 0.63367325000000008 0.6618006500000001 0.058983922500000001 0.010143223250000001 0.013144184000000001 0.036220402500000005 0.48129246000000009 1.0169562000000003 0.0027372292500000002 0.39847243000000004 0.032897554500000002
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 18 5 -5 9 -7 10 17 -2 12 14 15 -4 -12 -6 -15 -3 -1
right_child=3 8 13 4 7 6 -8 -9 -10 -11 11 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.10179972229920087 -0.11052318292247763 -0.10927136466391052 -0.1260396219605231 -0.20002126917083093 -0.14664227982172226 0.12531718740625583 -0.13143874684686027 -0.20002218816198236 -0.12923638811865981 0.13578366520182467 -0.14142379982841533 -0.18627216635228061 0.10823775986733393 0.087216051466605063 0.13511823900773831 0.1135732555184335 -0.20001930096723913 0.14102053973904502 0.15982431915038664
leaf_weight=0.0011568969983102298 0.0013683059626714575 0.001231488629400701 0.016974501509707807 0.0026072422722904767 0.0053618316887877882 0.0023536907525567577 0.0038089260496576571 0.0019613890010532478 0.0018690593390147114 0.013570236660370938 0.0010227415936583393 0.0010920528994802234 0.0024264935727842385 0.0032464073983646804 0.0091072004321972599 0.0012479177676141262 0.0010280898145538231 0.0062081287589421663 0.0025443159755695888
leaf_count=31 36 18 392 47 84 28 61 34 54 122 18 18 27 35 83 14 22 64 26
internal_value=0 -0.0371796 -0.071065 0.023351 -0.0166448 0.0704087 -0.0333758 0.00487252 0.0536442 0.113223 0.0247103 0.0786393 -0.0422635 -0.0970379 0.107198 -0.0975137 0.018131 0.0995894 0.0780479
internal_weight=0 0.0342589 0.0249502 0.045928 0.0248269 0.0211012 0.00616262 0.0222196 0.00930868 0.0149385 0.0202582 0.011222 0.00903624 0.021249 0.0101299 0.00660975 0.0042745 0.00743962 0.00370121
internal_count=1214 642 506 572 325 247 89 278 136 158 244 119 125 449 101 98 57 82 57
is_linear=0
shrinkage=0.2


Tree=95
num_leaves=20
num_cat=0
split_feature=398 460 64 498 255 41 452 100 159 372 444 219 389 27 58 503 367 23 249
split_gain=0.00166455 0.0024128 0.0022544 0.0021336 0.00223537 0.00215284 0.00230195 0.00206204 0.00197579 0.00194898 0.00191109 0.00195856 0.00187114 0.00173279 0.00136622 0.00132254 0.00170217 0.00129486 0.00133755
threshold=0.042850325000000002 0.018062996500000005 0.094967215000000008 -0.0060232392999999993 0.61504332000000017 0.084758627500000003 0.019978761000000001 0.010248123500000001 0.64244215000000016 -0.008082657499999998 -0.031386565499999991 0.64810055500000019 -0.015952273499999996 0.0057431364000000004 0.28234468000000007 0.022178276000000004 -0.036298701499999995 0.0017865973500000001 0.31910173500000005
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 3 4 -1 9 -7 -4 17 14 11 -3 -10 -14 -5 16 -11 -6 -19
right_child=-2 10 7 5 8 6 -8 -9 12 15 -12 -13 13 -15 -16 -17 -18 18 -20
leaf_value=-0.14244739518016744 0.13343461634483531 0.12921669863579285 -0.14074705604018015 0.10681047725983649 0.15715750189496824 -0.15349079299549551 0.094773238700188056 0.11350215895169963 0.13343940795259179 -0.20001734028666857 -0.16180079798079572 -0.11475327820752937 -0.15474824755433025 0.10398678549811856 -0.15581180700581576 0.1808980905720626 0.12871136519415463 -0.1398564005783148 0.080629329325254837
leaf_weight=0.0021128502618523717 0.0034408307587909795 0.0024675354304122266 0.0064485413201680331 0.0011235570354983793 0.0094139709012779349 0.007018622991807888 0.0018978947477990005 0.0015907164265058782 0.0022786816685709255 0.0010658449882043897 0.0066890951265747844 0.002820905892860992 0.0037796114175989706 0.001426006317529982 0.0026879093771867701 0.0036426986050628329 0.0015410602101155746 0.0012273081601961175 0.010655780947047333
leaf_count=53 32 39 123 14 81 167 25 27 25 32 211 47 75 17 49 34 13 16 134
internal_value=0 -0.00905495 0.00784522 0.0236885 0.0561106 -0.0290924 -0.100647 -0.0904391 0.0706868 0.0343225 -0.0907668 -0.000919253 -0.0177086 -0.0838714 -0.0783951 0.103066 -0.00569085 0.101751 0.0578571
internal_weight=0 0.0698886 0.0579111 0.0498718 0.0308942 0.0189776 0.00891652 0.00803926 0.0287814 0.0100611 0.0119775 0.00528844 0.0074843 0.00520562 0.00381147 0.0062496 0.00260691 0.0212971 0.0118831
internal_count=1214 1182 885 735 401 334 192 150 348 142 297 86 117 92 63 79 45 231 150
is_linear=0
shrinkage=0.2


Tree=96
num_leaves=20
num_cat=0
split_feature=560 150 91 551 94 69 114 324 64 41 65 317 363 475 406 41 526 85 407
split_gain=0.00148263 0.00197029 0.00171413 0.00195282 0.00190762 0.00209761 0.00180518 0.00154152 0.00152993 0.00178371 0.00191719 0.00146258 0.00143787 0.00135268 0.00165261 0.00131796 0.0014991 0.00127452 0.00126775
threshold=1.0000000180025095e-35 0.47646474500000008 0.0092746305000000005 0.021488139500000003 0.23722309000000003 0.048479152000000005 0.020541783500000004 0.028769515500000006 0.10366527500000002 0.088569368000000023 0.101901845 0.035105558000000009 -0.017818286499999999 0.0034821292000000001 -0.021267210999999998 0.098428527500000015 -0.0013670210499999997 0.0017953714000000002 -0.0076823701499999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -4 11 -5 12 9 17 -11 -6 15 14 -9 16 -3 -2 -16
right_child=2 7 4 6 5 -7 -8 13 -10 10 -12 -13 -14 -15 18 -17 -18 -19 -20
leaf_value=-0.15566580027123039 -0.082107186865303203 0.14328742065672684 -0.094268591297898538 -0.16688512814610515 0.1407380016171807 -0.13108005736467762 0.11938563063070935 0.074475600812645676 -0.16255110189575322 0.077364274781746553 -0.1392628887606796 -0.11004459766553301 -0.16326544446958899 0.11739221270468142 0.048922211587779242 -0.16258686137684816 -0.12252153345211543 0.12613885512306389 -0.20001615771845566
leaf_weight=0.004761484454888886 0.0013802296107314769 0.0025960310531161213 0.0024360865718335836 0.0047499733024096704 0.012283169247893966 0.0014564807258352639 0.0010817652739660844 0.0036937741166980231 0.0016660498308738161 0.0029979298642501808 0.0035924038327266317 0.0010064336465802634 0.0040902066056034423 0.0047247241723198385 0.0012401545404543413 0.0015377790392392399 0.0012609071397946528 0.0079285155746902092 0.0024055640628546371
leaf_count=195 18 40 29 80 134 29 12 51 21 36 52 15 164 72 20 60 27 92 67
internal_value=0 -0.0392336 0.0217214 -0.0135044 0.0696882 0.0967742 -0.113783 -0.0135068 0.0197888 0.038896 -0.0407196 0.121746 -0.0738353 0.0339236 -0.0198085 -0.00603041 0.0563894 0.0952617 -0.115335
internal_weight=0 0.0263106 0.040579 0.0233969 0.0171822 0.0147461 0.00583174 0.0215491 0.0175651 0.0158991 0.00659033 0.0132896 0.00948492 0.0120642 0.00733949 0.00539472 0.00385694 0.00930875 0.00364572
internal_count=1214 696 518 311 207 178 92 501 219 198 88 149 291 210 138 127 67 110 87
is_linear=0
shrinkage=0.2


Tree=97
num_leaves=20
num_cat=0
split_feature=113 299 354 75 74 364 528 356 138 44 253 514 416 233 355 414 456 103 38
split_gain=0.00137919 0.00190603 0.00207564 0.00163873 0.00189044 0.00173128 0.00173849 0.00152768 0.0014251 0.00201318 0.00190763 0.00177951 0.00174182 0.00166315 0.00161022 0.00125357 0.00113971 0.00106661 0.00104088
threshold=0.014805463000000003 0.027908666000000002 0.024617467000000004 0.56986835000000002 0.0013895564500000003 -0.0032053111999999994 -0.076719861999999986 -0.0033313675999999998 0.51791072000000005 0.037266755000000006 0.6646755350000001 0.013013949000000002 0.023651084000000006 1.1476750000000002 0.0086580265000000007 0.020591651500000002 0.019778309000000004 0.0097281560000000017 0.38923290000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 7 4 5 15 -7 -3 -6 10 11 -10 -12 -14 17 -2 -1 -15 -11
right_child=3 2 -4 -5 8 6 -8 -9 9 18 12 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.14663460313114338 0.15017260147813899 0.1283675087505588 -0.13475317272317666 0.19616044236730781 -0.12429036303360237 0.12592981431549918 -0.20001690181390086 -0.13021602522531311 -0.16743775465744903 0.18002461143704782 0.11797770706627636 0.059993963701521581 -0.14793403542528588 0.092003105980085084 0.12974375626349302 -0.060906944211294139 0.047528323086042032 -0.15495961734106192 -0.034065651126437162
leaf_weight=0.0074101184066819314 0.0076359750893288947 0.0049533324963135783 0.0025364138548695792 0.0019442441570163274 0.0043267805301638864 0.0011240419188425221 0.0015670771651343793 0.0011206429704913035 0.0053957606741619193 0.0032794624892460425 0.0045935742022038548 0.0018472461330816259 0.0032560093871012441 0.0010484742934409041 0.0031320049021132945 0.0013199639104755079 0.0014450890439405839 0.002101806531584316 0.0012563906366267474
leaf_count=282 92 79 68 18 71 21 44 39 121 34 60 37 67 23 32 19 38 41 28
internal_value=0 -0.0497988 0.0172038 0.0166644 0.0083323 0.0767943 -0.0638736 0.0806591 -0.0180383 -0.000295463 -0.0259763 -0.109434 0.0167982 -0.0319291 0.0281945 0.119063 -0.114949 -0.0727657 0.120724
internal_weight=0 0.0174656 0.00861039 0.0438288 0.0418846 0.0116471 0.00269112 0.00607398 0.0302375 0.0259107 0.0213749 0.00724301 0.0141319 0.0095383 0.00628229 0.00895594 0.00885521 0.00315028 0.00453585
internal_count=1214 506 186 708 690 176 65 118 514 443 381 158 223 163 96 111 320 64 62
is_linear=0
shrinkage=0.2


Tree=98
num_leaves=20
num_cat=0
split_feature=552 264 386 512 526 60 189 316 246 383 512 393 53 255 280 216 7 488 177
split_gain=0.00129837 0.00167816 0.00128293 0.00156355 0.00131028 0.00170402 0.0013164 0.00124549 0.00157971 0.00132848 0.00140196 0.00115959 0.0013845 0.00113543 0.00112712 0.00109988 0.0010453 0.00103166 0.00112464
threshold=0.019120323500000005 -0.024038999499999995 0.0057855795500000003 0.0029649863000000003 -0.0041693326999999994 0.020246485000000005 0.60433352500000004 -0.018451908499999999 0.81065982000000014 0.010194754000000002 -0.020093405499999998 -0.011001707499999997 0.13247432000000001 0.83883941500000014 -0.0084033089999999977 0.98424640500000005 0.0045750918500000008 -0.023989331999999999 0.67795251500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 4 -4 11 6 -6 13 -9 17 14 -2 -13 -3 -11 -1 -14 -10 -19
right_child=2 7 3 -5 5 -7 -8 8 9 10 -12 12 16 -15 -16 -17 -18 18 -20
leaf_value=-0.092595205283521817 -0.094650431979662164 -0.12184325863343881 -0.15686057494165445 0.13049162856420421 0.13156092870500796 -0.12582176837731482 -0.064754029335380436 -0.16533191352574217 0.17634042941444694 -0.12624585472279534 -0.1499018472536951 -0.059317577643938982 -0.045916992142385871 0.08715141494076778 0.13775540443608067 0.13634646912430012 0.14361944871060034 0.083791662963355384 -0.1866942509700559
leaf_weight=0.0011196968590070347 0.0013754957431046924 0.0014260942894281916 0.0028097142155161228 0.0010369713074567244 0.0033839495303027451 0.0034569992383808312 0.0022914868691259471 0.0058480904983184692 0.0016360646244493182 0.0010973131199989439 0.0050225298993780143 0.0019325570772394949 0.0013055627978246784 0.0038386889520722889 0.0015758416723201663 0.0033526649665418518 0.010726469533409499 0.0014972058381772513 0.0010433584418763076
leaf_count=41 26 42 76 20 42 75 33 294 22 14 149 47 21 62 19 45 133 21 32
internal_value=0 -0.0330624 0.0279734 -0.0793975 0.0448504 -0.0151278 0.0522977 -0.0548726 -0.080249 -0.0383386 -0.0876253 0.0805573 0.0978151 0.0305401 0.0293846 0.0790288 0.123053 0.052475 -0.0272914
internal_weight=0 0.0274575 0.0283192 0.00384669 0.0244725 0.00913244 0.00567544 0.0229852 0.0177204 0.0118723 0.00769568 0.0153401 0.0139646 0.00526478 0.00267315 0.00447236 0.012032 0.00417663 0.00254056
internal_count=1214 741 473 96 377 150 75 655 551 257 182 227 201 104 33 86 154 75 53
is_linear=0
shrinkage=0.2


Tree=99
num_leaves=20
num_cat=0
split_feature=268 255 124 476 504 435 428 285 250 122 84 472 431 298 292 401 114 533 60
split_gain=0.00120999 0.00170565 0.00144213 0.00159268 0.00130682 0.00127264 0.00122553 0.00184169 0.00110438 0.00109155 0.00105237 0.00102975 0.000923565 0.00112715 0.000917988 0.000970337 0.000783399 0.00101381 0.000935543
threshold=-0.025017413999999998 0.83883941500000014 0.062042725000000007 0.0046776716000000015 -0.0094662824999999975 -0.0041275576499999996 0.014143478500000002 0.015555753000000002 1.1649082500000003 0.00078308883000000019 0.0064624353000000004 -0.010727554999999998 0.011520786250000003 -0.028454757999999997 -0.012479765499999998 0.039039479500000009 0.016711541500000003 -0.0022514919999999995 0.021214854000000002
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 9 4 -4 14 7 -5 -7 -2 -1 -11 16 -14 -3 -16 17 18 -8
right_child=2 5 3 6 -6 8 12 -9 -10 11 -12 -13 13 -15 15 -17 -18 -19 -20
leaf_value=-0.16234037249433347 -0.14043192334005805 -0.058998873800755129 0.069352903742575064 -0.20001684305679923 -0.12540488831626742 -0.18825300946726914 0.15809852642316605 0.084141066839828901 0.068771529123114114 0.088372685636990009 0.067418998455720566 -0.10708650925487202 0.14385158521972877 -0.095434311306119068 0.14674955769018153 -0.05887723017365383 0.15741057913056544 -0.13507835440329305 -0.062145849119749477
leaf_weight=0.0022959124644614795 0.0060729138822068762 0.0012236633260727112 0.0018580164569357294 0.0019158685103519693 0.0053356191724134297 0.0012376280746480015 0.0025276917224346098 0.001741774489346426 0.0014546492627687257 0.0021675412377817338 0.0012217378121022193 0.0021451940769452449 0.001155261736414559 0.0024730533706645028 0.0086297495285521109 0.0010272260911960993 0.0046831169106553716 0.00101609652764978 0.001110341448011809
leaf_count=86 221 19 27 51 176 29 35 31 22 43 21 59 21 71 130 13 68 49 42
internal_value=0 0.041569 -0.0236004 0.00351884 -0.0751016 0.0737342 0.0375416 -0.0647005 -0.0493815 -0.0857915 -0.0825412 -0.00885051 0.0663845 -0.0192453 0.104198 0.124877 0.099659 0.0415477 0.0908791
internal_weight=0 0.0170906 0.0342025 0.0238168 0.00719364 0.0135729 0.0166232 0.00365764 0.00269228 0.0103856 0.00351765 0.00431274 0.0129656 0.00362832 0.0108806 0.00965698 0.00933725 0.00465413 0.00363803
internal_count=1214 320 894 571 203 213 368 82 51 323 107 102 286 92 162 143 194 126 77
is_linear=0
shrinkage=0.2


end of trees

feature_importances:
text_277=31
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text_63=1
text_67=1
text_71=1
text_78=1
text_89=1
text_92=1
text_94=1
text_97=1
text_115=1
text_119=1
text_123=1
text_125=1
text_127=1
text_135=1
text_141=1
text_145=1
text_153=1
text_155=1
text_162=1
text_164=1
text_166=1
text_172=1
text_174=1
text_175=1
text_176=1
text_201=1
text_206=1
text_222=1
text_225=1
text_226=1
text_232=1
text_241=1
text_245=1
text_257=1
text_258=1
text_263=1
text_267=1
text_269=1
text_278=1
text_283=1
text_287=1
text_288=1
text_299=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.2]
[num_leaves: 20]
[num_threads: -1]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 10]
[min_data_in_leaf: 10]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 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: ]
[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:[]