2298065 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5971 mlr.classif.xgboost(6) 385953 eta 0.272035882466055 5971 max_depth 1 5971 min_child_weight 1.61562605122938 5971 subsample 0.527499094000086 5971 colsample_bytree 0.417329454096034 5971 colsample_bylevel 0.75003485311754 5971 lambda 0.255630499271053 5971 alpha 0.00780978708489264 5971 nrounds 2515 5971 verbose 0 5971 openml.seed 1 5971 openml.kind Mersenne-Twister 5971 openml.normal.kind Inversion 5971 botV1 mlrRandomBot sciBenchV1.0 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 5551905 description https://api.openml.org/data/download/5551905/description42b764b156e7.xml -1 5551906 predictions https://api.openml.org/data/download/5551906/predictions42b727d6dba8.arff area_under_roc_curve 0.850874 [0.850874,0.850874] average_cost 0 f_measure 0.78346 [0.759846,0.803394] kappa 0.563342 kb_relative_information_score 1851.097868 mean_absolute_error 0.259359 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.783494 [0.772892,0.792444] predictive_accuracy 0.783791 prior_entropy 0.994847 recall 0.783791 [0.747234,0.814651] relative_absolute_error 0.522447 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.401457 root_relative_squared_error 0.805796 scimark_benchmark 1809.88551847993 [ 942.832778378378, 1310.85374693877, 492.542121100917, 1985.93939393939, 4317.25955204216 ] total_cost 0 usercpu_time_millis 618.934 usercpu_time_millis_testing 0.605999999999923 usercpu_time_millis_training 618.328 area_under_roc_curve 0.847555 [0.847555,0.847555] area_under_roc_curve 0.849754 [0.849754,0.849754] area_under_roc_curve 0.85995 [0.85995,0.85995] area_under_roc_curve 0.887387 [0.887387,0.887387] area_under_roc_curve 0.844856 [0.844856,0.844856] area_under_roc_curve 0.842049 [0.842049,0.842049] area_under_roc_curve 0.85067 [0.85067,0.85067] area_under_roc_curve 0.848842 [0.848842,0.848842] area_under_roc_curve 0.851393 [0.851393,0.851393] area_under_roc_curve 0.828288 [0.828288,0.828288] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.76335 [0.742029,0.781327] f_measure 0.797237 [0.777778,0.813725] f_measure 0.788464 [0.761329,0.811456] f_measure 0.816171 [0.802292,0.82793] f_measure 0.761877 [0.732733,0.786571] f_measure 0.778381 [0.755162,0.798054] f_measure 0.7729 [0.747774,0.794189] f_measure 0.801354 [0.771605,0.826291] f_measure 0.802335 [0.779762,0.821256] f_measure 0.75194 [0.727273,0.772616] kappa 0.523359 kappa 0.591515 kappa 0.573305 kappa 0.630288 kappa 0.519722 kappa 0.553296 kappa 0.542125 kappa 0.598838 kappa 0.601121 kappa 0.499892 kb_relative_information_score 180.219731 kb_relative_information_score 182.610371 kb_relative_information_score 186.737173 kb_relative_information_score 200.682995 kb_relative_information_score 179.713975 kb_relative_information_score 179.615423 kb_relative_information_score 183.786355 kb_relative_information_score 193.616996 kb_relative_information_score 191.755567 kb_relative_information_score 172.359281 mean_absolute_error 0.265049 mean_absolute_error 0.263846 mean_absolute_error 0.257569 mean_absolute_error 0.240333 mean_absolute_error 0.26558 mean_absolute_error 0.266733 mean_absolute_error 0.259226 mean_absolute_error 0.248847 mean_absolute_error 0.251829 mean_absolute_error 0.274559 mean_prior_absolute_error 0.496406 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 number_of_instances 376 [172,204] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [171,204] number_of_instances 375 [171,204] number_of_instances 375 [171,204] precision 0.763413 [0.739884,0.783251] precision 0.797187 [0.782353,0.809756] precision 0.789521 [0.792453,0.787037] precision 0.816632 [0.79096,0.838384] precision 0.762415 [0.757764,0.766355] precision 0.778373 [0.766467,0.788462] precision 0.77301 [0.763636,0.780952] precision 0.803828 [0.816993,0.792793] precision 0.802417 [0.793939,0.809524] precision 0.75189 [0.729412,0.770732] predictive_accuracy 0.763298 predictive_accuracy 0.797333 predictive_accuracy 0.789333 predictive_accuracy 0.816 predictive_accuracy 0.762667 predictive_accuracy 0.778667 predictive_accuracy 0.773333 predictive_accuracy 0.802667 predictive_accuracy 0.802667 predictive_accuracy 0.752 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 recall 0.763298 [0.744186,0.779412] recall 0.797333 [0.773256,0.817734] recall 0.789333 [0.732558,0.837438] recall 0.816 [0.813953,0.817734] recall 0.762667 [0.709302,0.807882] recall 0.778667 [0.744186,0.807882] recall 0.773333 [0.732558,0.807882] recall 0.802667 [0.730994,0.862745] recall 0.802667 [0.766082,0.833333] recall 0.752 [0.725146,0.77451] relative_absolute_error 0.533936 relative_absolute_error 0.531403 relative_absolute_error 0.51876 relative_absolute_error 0.484045 relative_absolute_error 0.534895 relative_absolute_error 0.537217 relative_absolute_error 0.522097 relative_absolute_error 0.501421 relative_absolute_error 0.507431 relative_absolute_error 0.553231 root_mean_prior_squared_error 0.498186 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_squared_error 0.409954 root_mean_squared_error 0.401027 root_mean_squared_error 0.395138 root_mean_squared_error 0.370523 root_mean_squared_error 0.405725 root_mean_squared_error 0.408269 root_mean_squared_error 0.40825 root_mean_squared_error 0.396873 root_mean_squared_error 0.393896 root_mean_squared_error 0.422758 root_relative_squared_error 0.822894 root_relative_squared_error 0.804808 root_relative_squared_error 0.792989 root_relative_squared_error 0.74359 root_relative_squared_error 0.814235 root_relative_squared_error 0.81934 root_relative_squared_error 0.819302 root_relative_squared_error 0.796832 root_relative_squared_error 0.790855 root_relative_squared_error 0.848803 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0