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8123 8152 8113 8149 8145 8125 8183 8118 8135 8140 8086 8134 8163 8171 8143 8130 8094 8129 8106 8087 8101 8105 8124 8111 Tree=0 num_leaves=75 num_cat=0 split_feature=9 12 15 7 0 9 48 10 26 32 195 5 35 46 5 5 0 48 95 48 31 2 14 26 8 31 174 4 15 7 52 3 3 4 51 8 64 10 43 0 2 66 8 12 0 8 195 10 244 199 31 10 36 48 40 2 145 93 12 208 44 88 146 35 3 191 18 37 3 26 0 12 48 125 split_gain=13697 2413.88 1365.02 586.122 417.581 321.569 281.573 225.492 145.761 140.027 129.373 110.528 107.674 104.538 89.5281 86.0035 77.4243 74.2187 81.0172 72.5283 67.1586 54.9932 54.9773 52.4704 50.0695 48.9708 48.083 42.7677 40.1381 39.236 37.7399 37.2366 32.3201 39.8799 37.1199 29.6 29.3435 27.7298 26.9259 26.9033 26.7774 27.71 26.4491 26.3242 23.4505 22.7383 22.7301 21.4667 20.8753 30.58 20.3222 20.2717 20.2272 25.2934 20.1994 19.9048 19.5094 19.1732 19.1537 18.8637 27.5293 34.2595 25.6764 22.4263 17.743 17.6996 17.1419 16.7476 16.9314 15.9317 15.694 15.5498 15.3489 19.7504 threshold=12.120191097259523 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11.7797 8.99604 9.37615 10.3761 8.76761 9.02336 11.068 9.08849 8.41264 8.15026 7.958 7.23647 6.90939 6.52046 6.42658 6.26975 7.20405 6.84188 6.18542 6.74281 6.15932 6.04824 6.63402 9.30338 10.6109 7.68732 5.96363 5.86778 5.92709 5.83909 8.26034 9.36688 6.57192 5.92123 5.81638 6.43373 6.31436 7.14752 6.98963 5.69966 7.50791 5.64957 5.48369 5.42388 5.33905 5.27748 5.27043 6.6898 5.2128 5.3405 5.20392 5.15244 10.031 9.82964 12.6354 5.74333 8.81984 8.59154 5.40363 5.14429 6.70852 6.60688 5.06968 5.05236 6.10138 6.54336 5.03457 4.98755 threshold=-3.4775218963623042 -3.3264819383621211 -4.8112900257110587 -4.9817440509796134 -2.9199374914169307 -2.4370085000991817 -3.1994984149932857 39.060132980346687 16.443600654602054 -0.96073660254478443 9.2232995033264178 5.9496068954467782 -2.3812800645828243 14.381059169769289 -2.1257172822952266 0.14002230763435367 -2.2203563451766963 -2.6746807098388667 -4.2146465778350821 -1.4656465649604795 5.8730731010437021 -1.8698757886886594 7.3103399276733407 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210 26 48 35 152 785 internal_value=0 -0.00210777 0.0010455 0.0592974 -0.0349149 -0.0146881 0.208112 0.000270642 0.00132016 0.0226038 -0.00281304 -0.00775901 -0.0173154 0.00545485 -0.0302571 -0.0313977 0.00330836 0.0170485 -0.0290585 0.00837398 -0.0218409 0.0117447 0.00320739 -0.0433275 0.0336898 0.0172815 0.0858746 0.0143087 0.0233505 -0.0417119 -0.0882154 -0.0516503 -0.0188404 -0.0246849 -0.0169192 -0.0218711 0.0066457 0.0538898 0.249678 0.0278436 0.0257806 -0.0493506 0.0355353 0.0231611 -0.034398 0.0337849 -0.00804336 -0.0616541 0.00381174 0.0181223 -0.0128988 -0.0203312 0.00960831 -0.020397 -0.00145639 0.0637461 -0.0412992 0.00630638 -0.0200418 0.0138565 0.242217 0.0117184 0.00379105 0.0480433 0.0275836 -0.0694884 -0.0232049 0.0727645 -0.0678456 -0.0125046 -0.0382203 -0.0886182 -0.00414192 -0.0212288 internal_weight=0 1190 1085.65 40.8568 104.348 76.4927 2.38908 1079.93 1065.84 173.323 892.516 714.572 414.675 299.896 254.79 29.521 159.885 177.944 11.0959 291.695 209.785 166.432 139.451 26.8598 143.802 88.4431 5.39643 112.591 97.7195 13.5057 10.2788 9.10017 80.522 204.389 168.909 74.1036 36.4676 18.368 2.15665 16.2114 79.363 9.12005 70.243 60.0195 15.8696 84.2137 23.4901 35.4803 266.848 19.3461 76.8585 22.2421 82.1025 34.1736 19.3385 7.50377 18.0996 259.004 57.6877 201.317 1.86744 199.449 163.72 35.7292 25.0335 45.0049 15.659 4.97138 10.6876 14.4961 12.1843 8.08395 7.1814 69.8785 internal_count=28154 21936 18127 6218 3809 2660 80 18074 16772 2385 14387 11165 6432 4733 4476 593 1956 3222 386 4422 3490 2889 2204 338 1792 1090 114 1866 1674 312 207 193 1032 3376 2334 2580 1223 475 47 428 924 81 843 705 204 1362 276 1042 3917 237 989 300 1014 400 256 121 748 3827 1169 2658 60 2598 2178 420 546 986 334 106 228 142 109 61 165 882 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=75 num_cat=0 split_feature=10 58 27 172 278 150 132 59 176 36 44 210 133 29 39 220 212 60 43 101 159 18 13 187 54 126 2 17 176 24 25 192 21 3 127 106 194 8 147 279 197 219 15 88 147 11 3 5 252 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39 16 13 18 13 3 132 129 16 110 38 278 46 17 142 190 183 18 53 13 137 106 184 1 101 5 8 18 177 24 164 67 271 241 194 52 255 76 43 74 74 69 68 46 81 144 54 33 224 3 240 21 218 18 160 201 142 88 9 split_gain=2.11943 2.18971 3.93281 2.53099 2.36599 2.17322 2.79684 1.99288 3.2392 2.67349 2.22476 2.10165 2.05851 1.98279 3.03073 2.14045 2.02176 1.9954 2.00485 2.08574 2.65099 3.10292 2.30744 2.22842 2.86922 2.8837 2.12338 2.03166 2.98259 1.97422 2.86319 3.05976 2.88378 2.83513 2.74519 2.56379 2.49028 3.01495 3.74632 3.29023 3.072 3.24174 2.98023 3.21051 3.4214 2.98448 2.92755 2.91391 2.94575 2.89474 2.84703 2.73154 2.90833 4.0158 3.1177 2.88078 3.29418 3.56875 3.33156 2.97529 3.04131 3.34644 2.87781 3.10829 2.85063 3.58592 2.76287 2.71058 2.66174 3.29434 3.2451 3.16157 3.06673 2.56079 threshold=10.927758216857912 -1.8107894659042356 -1.0422931909561155 27.260028839111332 -3.2806557416915889 16.536478996276859 7.6812906265258798 -2.613369226455688 -2.3146234750747676 -3.243993759155273 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3.1847280840156547 5.2991379377781405 0.8868060537497503 6.2384360923897457 4.8734562922036275 8.821450060175275 5.2422992257343131 7.8741849563084543 leaf_count=13292 364 46 173 1038 27 32 55 180 320 75 290 46 303 29 103 85 34 54 770 291 40 1059 185 49 19 142 167 228 129 312 57 14 39 82 404 467 5 330 9 23 13 112 104 208 597 265 84 64 741 26 328 90 52 59 1574 91 165 13 25 57 149 494 18 95 188 50 53 84 38 245 107 328 217 156 internal_value=0 0.00468802 -0.00597401 -0.0253677 -0.00894087 0.0230112 0.0390549 0.0367591 0.00300367 0.00550268 0.0522248 0.00358189 0.00425562 0.00270993 0.00222572 0.0032581 0.0570133 0.00617734 -0.0355508 0.0301348 0.0147982 -0.0119259 0.00188089 -0.0308019 -0.0405992 0.0507306 0.00367652 0.00441687 0.0531438 -0.0179255 -0.0120886 -0.0178377 -0.0135016 0.0170934 -0.0318096 0.0283476 0.00717356 0.0165832 -0.0499523 -0.0209489 -0.0402714 -0.0907947 -0.0406528 0.00313034 0.00218294 0.0663448 -0.000141375 -0.0146787 0.00718806 -0.000772557 0.0344418 -0.000542267 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1020 963 949 402 547 982 802 797 342 221 198 121 508 14097 13889 297 5764 1703 4061 3507 554 226 136 2766 2707 1133 613 335 244 219 206 520 278 113 1530 114 1416 1190 226 1106 160 946 618 401 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=75 num_cat=0 split_feature=14 19 10 56 40 10 111 2 49 138 80 212 205 22 35 8 150 53 20 13 69 85 4 71 278 26 246 15 12 85 75 32 18 23 13 0 189 246 46 57 174 22 40 76 47 110 131 58 216 173 63 22 148 131 55 54 46 32 44 259 6 151 216 175 146 168 19 126 74 10 247 154 22 8 split_gain=1.89753 2.28424 1.69861 1.86649 2.3927 2.92295 1.60094 1.56785 1.57839 2.54462 3.92316 2.82021 2.93805 2.72783 2.63899 3.61171 2.52052 2.47232 2.43558 2.32453 2.75691 2.64965 2.25138 3.0925 2.81337 2.74266 2.72551 2.51968 3.58455 2.81341 3.69606 3.01065 2.52913 2.91059 2.51596 2.41845 2.61596 2.35067 2.74405 3.04894 2.31857 2.25901 2.62214 2.20924 2.11156 2.10153 2.32087 2.47715 2.09173 2.00074 1.98087 3.18227 2.2544 5.26518 3.95209 2.7083 2.64417 3.58306 3.25018 3.14167 2.72731 2.48974 2.3209 2.24219 2.90408 2.41408 3.04252 2.09965 2.54372 2.34021 1.99737 2.62098 2.22974 2.21166 threshold=10.927758216857912 7.3737704753875741 14.465254783630373 -2.4564310312271114 -1.6555095911025999 8.4842104911804217 -3.5165435075759883 35.92242622375489 -2.2293479442596431 -0.80095103383064259 -2.8978929519653316 -1.7824532389640806 -1.9368230700492857 4.4928655624389657 -1.5578699707984922 8.7312688827514666 -0.36005765199661249 -1.933671176433563 5.0083835124969491 8.883799076080324 -2.9185339212417598 -3.1862642765045162 13.304381370544435 -3.0713930130004878 -6.2090058326721183 -2.1124156713485713 -4.4944527149200431 7.3824574947357187 8.3094844818115252 -3.3806664943695064 -2.7906090021133418 -1.8626487255096433 5.2200117111206064 4.2598187923431405 9.9931325912475604 16.882055282592777 -2.1092394590377803 -2.9986885786056514 -1.782915413379669 -1.8647469878196714 -2.7440265417098995 4.5366294384002694 -2.1170437335968013 -3.1646995544433589 -2.9648759365081783 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right_child=1 -3 6 -5 -6 -7 -8 -9 22 16 13 19 18 17 15 -17 -18 -19 43 -21 21 -23 24 34 26 -27 27 32 29 30 31 37 -34 -35 40 36 -38 38 39 48 -42 -43 -44 -45 -46 -47 47 -49 -50 -51 51 70 54 61 -56 63 59 -59 -60 -61 -62 -63 67 64 -66 -67 -68 68 -70 -71 71 72 -74 -75 leaf_value=0.063135385322252477 0.11277842090155686 0.098493294103525586 -0.10280310875487081 -0.065380610162243447 0.11913310459586042 -0.093732806443802288 0.080196670239051304 0.067611948892833076 0.096801334289199015 -0.1311889879817297 0.089995886696943972 0.075290490110700672 0.046218841056222884 0.031358122049843964 -0.17434795427935337 0.08045009894274352 0.027960869797110294 -0.12444775496477307 0.10187353000568533 -0.022417094975170658 -0.1325381418192296 0.045437125035418378 0.073566929470598494 0.061420794272498525 -0.12129685340506123 0.043142310812661726 -0.11636840509572584 0.088928784554413332 -0.081634317054715272 0.086844199340084222 -0.03545757417785645 0.083807294481293204 0.030722167922775767 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2.5065327354241163 2.0916709734592578 3.6319491463364093 0.90585788898170605 2.6001441495027393 8.7331076684640738 14.058671077997136 2.5007171322649802 18.386003577528758 0.60229411732870985 7.2872953857877292 1.6121124458732072 1.0781666862312693 0.61170567812223176 4.8998359445104134 1.3671772244269962 2.1551079656928787 6.382436044747009 4.8205884392373255 1.675009116414002 2.9222228289581826 1.3761082522105423 0.91263038414763231 3.057788406040344 6.4939585686370256 12.039600607997267 5.4524255832657245 44.410940516885603 2.2556640956318006 5.7044215982023161 1.8313553337357018 0.93200446059926889 2.2135071642696866 2.6525472123175868 2.3180636012693858 6.3976621491601673 13.637220066942971 5.3953413815470439 1.2528259363898531 9.5332388872629963 9.5248789569304773 2.06758305442054 1.1346580066019667 7.7443282308522603 235.28772904144716 6.6895860642544021 1.4291286991210679 135.85211052230443 4.4722243117430471 8.696965965034904 2.8596693708677767 11.648572768317534 3.0950459177256588 4.264039338740985 1.6651158410295455 19.029971363503137 2.0893904068798355 1.0895851168024808 2.7669290667399764 2.0020675363484761 3.2268303795717648 2.7435387800214812 3.6302016956469734 1.0223415251821286 0.79272864433005441 15.111824738174624 1.3577657496207352 1.2796729535912161 3.1741580141242594 leaf_count=1802 17 34 139 647 11 106 129 93 8 37 279 989 166 587 14 375 42 27 271 156 35 68 175 136 106 86 49 20 127 220 569 138 1037 60 362 88 23 41 25 33 307 394 159 66 194 166 39 50 250 8083 187 26 4540 111 168 47 269 114 92 31 2439 33 27 30 30 49 49 188 10 18 443 70 63 188 internal_value=0 -0.0274437 -0.0355197 -0.0464115 0.00708174 -0.0372646 0.0383721 0.00207674 0.00174179 0.00693304 0.00795949 0.00448173 0.00160916 0.0435616 0.00407513 0.0609987 -0.0702792 0.0227277 -0.0431519 0.0384934 0.0554693 -0.0236441 -0.00253688 -0.00754887 0.00899446 -0.0461092 0.0053027 0.00723118 -0.00598901 0.0107264 0.0179839 0.00419086 0.0245641 -0.0617554 -0.00459526 -0.062016 -0.0713034 0.0276124 0.00708791 -0.0108005 -0.0490834 -0.0403658 0.0068486 -0.0627602 -0.0782317 -0.081701 -0.0294372 0.0219134 0.0143414 -0.00235294 0.00223747 -0.0222781 0.0055437 -0.0114695 0.011697 0.00788354 0.00506395 -0.0110379 -0.0224426 0.0422996 -0.00782747 -0.0671453 -0.0481488 -0.0346643 -0.0899165 -0.0048233 -0.0445026 -0.0101617 0.0151941 0.0480541 -0.0403869 -0.0556103 0.0363731 0.018311 internal_weight=0 22.459 21.1055 18.3942 4.8152 3.44986 2.71135 714.245 710.613 321.067 316.855 288.657 266.177 28.1973 252.278 7.88959 4.21226 19.4642 13.8985 22.4808 17.581 3.52229 389.547 271.529 118.018 19.3186 111.635 109.96 62.3809 41.9722 38.9144 32.4205 47.5792 3.16829 252.21 16.3963 15.4905 20.3809 14.9284 12.7149 12.1021 20.4087 6.77145 11.3978 10.1449 14.5585 5.0336 3.20224 10.0624 240.108 244.388 29.0421 215.346 57.1982 158.148 149.451 44.1018 30.7881 27.693 13.3137 23.429 13.0965 11.0071 13.599 4.769 8.83004 5.60321 6.53486 5.44527 4.42293 22.3526 17.7493 2.63744 4.60329 internal_count=28257 1083 1049 781 134 123 268 27174 27081 14330 14251 13358 12110 893 11413 389 79 614 697 1248 1092 103 12751 9348 3403 460 3228 3122 2005 1403 1276 1056 1117 80 8888 374 366 487 349 308 669 602 208 531 465 343 177 89 283 8219 11024 977 10047 5134 4913 4745 4747 4447 4333 300 4241 387 354 205 60 145 96 243 216 206 790 576 133 214 is_linear=0 shrinkage=0.1 end of trees feature_importances: Column_0=203 Column_30=163 Column_4=148 Column_5=143 Column_1=132 Column_10=125 Column_31=122 Column_3=120 Column_8=115 Column_9=112 Column_2=106 Column_32=105 Column_34=94 Column_7=93 Column_15=92 Column_13=91 Column_26=91 Column_47=91 Column_27=88 Column_12=87 Column_16=87 Column_11=84 Column_14=83 Column_33=79 Column_18=77 Column_28=71 Column_29=70 Column_6=67 Column_35=62 Column_49=60 Column_57=60 Column_36=59 Column_46=57 Column_60=56 Column_48=53 Column_19=52 Column_23=52 Column_63=49 Column_20=48 Column_21=48 Column_54=48 Column_45=47 Column_55=47 Column_22=45 Column_24=45 Column_38=45 Column_56=45 Column_17=43 Column_37=42 Column_25=41 Column_52=40 Column_53=40 Column_41=39 Column_51=39 Column_58=37 Column_42=36 Column_62=36 Column_39=34 Column_50=34 Column_61=34 Column_64=32 Column_66=31 Column_59=30 Column_81=30 Column_44=29 Column_69=29 Column_80=29 Column_92=28 Column_40=27 Column_132=27 Column_43=26 Column_93=26 Column_145=26 Column_79=25 Column_86=25 Column_88=25 Column_212=24 Column_74=23 Column_94=23 Column_148=23 Column_158=23 Column_67=22 Column_91=22 Column_195=22 Column_65=21 Column_100=21 Column_183=21 Column_196=21 Column_211=21 Column_71=20 Column_76=20 Column_85=20 Column_103=20 Column_142=20 Column_192=20 Column_274=20 Column_278=20 Column_84=19 Column_90=19 Column_130=19 Column_140=19 Column_169=19 Column_244=19 Column_75=18 Column_96=18 Column_98=18 Column_141=18 Column_146=18 Column_152=18 Column_197=18 Column_68=17 Column_87=17 Column_101=17 Column_111=17 Column_159=17 Column_175=17 Column_190=17 Column_191=17 Column_203=17 Column_207=17 Column_241=17 Column_262=17 Column_72=16 Column_104=16 Column_150=16 Column_154=16 Column_219=16 Column_263=16 Column_270=16 Column_279=16 Column_102=15 Column_120=15 Column_126=15 Column_179=15 Column_194=15 Column_204=15 Column_226=15 Column_260=15 Column_78=14 Column_83=14 Column_89=14 Column_109=14 Column_110=14 Column_125=14 Column_138=14 Column_144=14 Column_167=14 Column_193=14 Column_199=14 Column_231=14 Column_247=14 Column_255=14 Column_275=14 Column_70=13 Column_77=13 Column_82=13 Column_105=13 Column_108=13 Column_147=13 Column_164=13 Column_165=13 Column_172=13 Column_210=13 Column_238=13 Column_265=13 Column_276=13 Column_123=12 Column_129=12 Column_134=12 Column_151=12 Column_166=12 Column_174=12 Column_185=12 Column_187=12 Column_189=12 Column_239=12 Column_250=12 Column_271=12 Column_95=11 Column_112=11 Column_114=11 Column_117=11 Column_124=11 Column_128=11 Column_149=11 Column_156=11 Column_161=11 Column_173=11 Column_182=11 Column_209=11 Column_220=11 Column_222=11 Column_223=11 Column_224=11 Column_240=11 Column_242=11 Column_248=11 Column_256=11 Column_259=11 Column_113=10 Column_116=10 Column_121=10 Column_137=10 Column_139=10 Column_153=10 Column_155=10 Column_163=10 Column_184=10 Column_208=10 Column_218=10 Column_225=10 Column_233=10 Column_234=10 Column_243=10 Column_246=10 Column_264=10 Column_266=10 Column_277=10 Column_280=10 Column_73=9 Column_97=9 Column_107=9 Column_135=9 Column_143=9 Column_168=9 Column_201=9 Column_206=9 Column_216=9 Column_227=9 Column_232=9 Column_237=9 Column_249=9 Column_251=9 Column_253=9 Column_254=9 Column_261=9 Column_268=9 Column_273=9 Column_99=8 Column_119=8 Column_127=8 Column_131=8 Column_133=8 Column_160=8 Column_177=8 Column_181=8 Column_186=8 Column_205=8 Column_217=8 Column_272=8 Column_106=7 Column_115=7 Column_157=7 Column_171=7 Column_176=7 Column_188=7 Column_198=7 Column_214=7 Column_235=7 Column_236=7 Column_252=7 Column_257=7 Column_258=7 Column_118=6 Column_122=6 Column_162=6 Column_180=6 Column_202=6 Column_215=6 Column_136=5 Column_170=5 Column_178=5 Column_200=5 Column_213=5 Column_228=5 Column_229=5 Column_267=5 Column_221=4 Column_230=4 Column_245=4 Column_269=4 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 100] [learning_rate: 0.1] [num_leaves: 75] [num_threads: 0] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 3] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 0] [early_stopping_min_delta: 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] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 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] [parser_config_file: ] [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: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null