2298403 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5971 mlr.classif.xgboost(6) 386189 eta 0.00859601374152349 5971 max_depth 12 5971 min_child_weight 4.8882241531168 5971 subsample 0.73896533974912 5971 colsample_bytree 0.937587490770966 5971 colsample_bylevel 0.144966835388914 5971 lambda 11.1170762751977 5971 alpha 0.0055935750754775 5971 nrounds 4488 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 5552637 description https://api.openml.org/data/download/5552637/description3754ae30e47.xml -1 5552638 predictions https://api.openml.org/data/download/5552638/predictions3755f3f004b.arff area_under_roc_curve 0.885761 [0.885761,0.885761] average_cost 0 f_measure 0.809899 [0.789224,0.827352] kappa 0.616663 kb_relative_information_score 1980.492676 mean_absolute_error 0.244486 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.809979 [0.802529,0.816268] predictive_accuracy 0.810184 prior_entropy 0.994847 recall 0.810184 [0.776354,0.838741] relative_absolute_error 0.492488 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.370548 root_relative_squared_error 0.743758 scimark_benchmark 1817.8981395264 [ 945.387880758808, 1306.41017491525, 492.542121100917, 1993.49049429658, 4351.66002656043 ] total_cost 0 usercpu_time_millis 2966.413 usercpu_time_millis_testing 4.75800000000078 usercpu_time_millis_training 2961.655 area_under_roc_curve 0.88526 [0.88526,0.88526] area_under_roc_curve 0.885926 [0.885926,0.885926] area_under_roc_curve 0.900103 [0.900103,0.900103] area_under_roc_curve 0.924791 [0.924791,0.924791] area_under_roc_curve 0.889363 [0.889363,0.889363] area_under_roc_curve 0.86625 [0.86625,0.86625] area_under_roc_curve 0.870403 [0.870403,0.870403] area_under_roc_curve 0.891584 [0.891584,0.891584] area_under_roc_curve 0.886596 [0.886596,0.886596] area_under_roc_curve 0.862745 [0.862745,0.862745] 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 0.808663 [0.793103,0.821782] f_measure 0.804961 [0.783383,0.823245] f_measure 0.809886 [0.785498,0.830549] f_measure 0.84026 [0.831461,0.847716] f_measure 0.812915 [0.791667,0.830918] f_measure 0.799742 [0.778761,0.817518] f_measure 0.789061 [0.766962,0.807786] f_measure 0.822829 [0.796296,0.84507] f_measure 0.828668 [0.806061,0.847619] f_measure 0.781101 [0.757396,0.800971] kappa 0.614929 kappa 0.606766 kappa 0.616515 kappa 0.679505 kappa 0.622758 kappa 0.596352 kappa 0.574824 kappa 0.642207 kappa 0.654039 kappa 0.558418 kb_relative_information_score 198.899121 kb_relative_information_score 196.365262 kb_relative_information_score 202.120123 kb_relative_information_score 218.028284 kb_relative_information_score 194.253569 kb_relative_information_score 190.786277 kb_relative_information_score 191.425592 kb_relative_information_score 200.662394 kb_relative_information_score 205.251414 kb_relative_information_score 182.700638 mean_absolute_error 0.243411 mean_absolute_error 0.247627 mean_absolute_error 0.239019 mean_absolute_error 0.219953 mean_absolute_error 0.249308 mean_absolute_error 0.254457 mean_absolute_error 0.250947 mean_absolute_error 0.242092 mean_absolute_error 0.235436 mean_absolute_error 0.262617 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 0.808999 [0.784091,0.83] precision 0.805156 [0.8,0.809524] precision 0.811085 [0.81761,0.805556] precision 0.84224 [0.804348,0.874346] precision 0.813244 [0.810976,0.815166] precision 0.79977 [0.790419,0.807692] precision 0.789072 [0.778443,0.798077] precision 0.825552 [0.843137,0.810811] precision 0.82973 [0.836478,0.824074] precision 0.781047 [0.766467,0.793269] predictive_accuracy 0.808511 predictive_accuracy 0.805333 predictive_accuracy 0.810667 predictive_accuracy 0.84 predictive_accuracy 0.813333 predictive_accuracy 0.8 predictive_accuracy 0.789333 predictive_accuracy 0.824 predictive_accuracy 0.829333 predictive_accuracy 0.781333 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 0.808511 [0.802326,0.813725] recall 0.805333 [0.767442,0.837438] recall 0.810667 [0.755814,0.857143] recall 0.84 [0.860465,0.82266] recall 0.813333 [0.773256,0.847291] recall 0.8 [0.767442,0.827586] recall 0.789333 [0.755814,0.817734] recall 0.824 [0.754386,0.882353] recall 0.829333 [0.777778,0.872549] recall 0.781333 [0.748538,0.808824] relative_absolute_error 0.490347 relative_absolute_error 0.498736 relative_absolute_error 0.481399 relative_absolute_error 0.443 relative_absolute_error 0.502122 relative_absolute_error 0.512493 relative_absolute_error 0.505423 relative_absolute_error 0.487809 relative_absolute_error 0.474398 relative_absolute_error 0.529167 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 0.376234 root_mean_squared_error 0.367601 root_mean_squared_error 0.362013 root_mean_squared_error 0.331486 root_mean_squared_error 0.368328 root_mean_squared_error 0.384383 root_mean_squared_error 0.386353 root_mean_squared_error 0.36201 root_mean_squared_error 0.367166 root_mean_squared_error 0.396087 root_relative_squared_error 0.755208 root_relative_squared_error 0.737727 root_relative_squared_error 0.726511 root_relative_squared_error 0.665247 root_relative_squared_error 0.739186 root_relative_squared_error 0.771404 root_relative_squared_error 0.775358 root_relative_squared_error 0.726836 root_relative_squared_error 0.737187 root_relative_squared_error 0.795255 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