7834892 2702 OpenML_Bot R 146065 Supervised Classification precision 6767 mlr.classif.xgboost(9) 5866580 booster gblinear 6767 eta 0.145910923295882 6767 subsample 0.451551821245812 6767 lambda 0.523579921669883 6767 alpha 0.0081931815364989 6767 nthread 1 6767 nrounds 4395 6767 verbose 0 6767 openml.seed 1 6767 openml.kind Mersenne-Twister 6767 openml.normal.kind Inversion 6767 AzureBot24 botV1 mlrRandomBot sciBenchV1.0 334 monks-problems-2 https://www.openml.org/data/download/52237/php4fATLZ -1 16593537 description https://api.openml.org/data/download/16593537/description1cb82a956a13.xml -1 16593538 predictions https://api.openml.org/data/download/16593538/predictions1cb84498c9bc.arff area_under_roc_curve 0.545299 [0.545299,0.545299] average_cost 0 f_measure 0.504219 [0.767179,0] kappa -0.067713 kb_relative_information_score -13.56237 mean_absolute_error 0.447238 mean_prior_absolute_error 0.450716 number_of_instances 601 [395,206] precision 0.423805 [0.644828,0] predictive_accuracy 0.622296 prior_entropy 0.927926 recall 0.622296 [0.946835,0] relative_absolute_error 0.992282 root_mean_prior_squared_error 0.474633 root_mean_squared_error 0.478549 root_relative_squared_error 1.00825 scimark_benchmark 1335.28923815419 [ 1334.79444590906, 906.55577353548, 445.272373577969, 1729.6840771728, 2260.13952057563 ] total_cost 0 usercpu_time_millis 29.779 usercpu_time_millis_testing 0.0100000000000051 usercpu_time_millis_training 29.769 area_under_roc_curve 0.539286 [0.539286,0.539286] area_under_roc_curve 0.475 [0.475,0.475] area_under_roc_curve 0.725 [0.725,0.725] area_under_roc_curve 0.51625 [0.51625,0.51625] area_under_roc_curve 0.63625 [0.63625,0.63625] area_under_roc_curve 0.389499 [0.389499,0.389499] area_under_roc_curve 0.5116 [0.5116,0.5116] area_under_roc_curve 0.677656 [0.677656,0.677656] area_under_roc_curve 0.492063 [0.492063,0.492063] area_under_roc_curve 0.467643 [0.467643,0.467643] 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 0.503395 [0.767677,0] f_measure 0.48227 [0.723404,0] f_measure 0.533333 [0.8,0] f_measure 0.5 [0.75,0] f_measure 0.525253 [0.787879,0] f_measure 0.4875 [0.75,0] f_measure 0.504082 [0.77551,0] f_measure 0.504082 [0.77551,0] f_measure 0.504082 [0.77551,0] f_measure 0.495876 [0.762887,0] kappa -0.063685 kappa -0.181818 kappa 0 kappa -0.125 kappa -0.032787 kappa -0.09589 kappa -0.032864 kappa -0.032864 kappa -0.032864 kappa -0.064815 kb_relative_information_score -1.259373 kb_relative_information_score -3.846755 kb_relative_information_score 2.576518 kb_relative_information_score -2.886647 kb_relative_information_score 1.474111 kb_relative_information_score -5.324234 kb_relative_information_score -0.410395 kb_relative_information_score 2.720673 kb_relative_information_score -2.912978 kb_relative_information_score -3.693287 mean_absolute_error 0.44717 mean_absolute_error 0.453603 mean_absolute_error 0.422586 mean_absolute_error 0.454201 mean_absolute_error 0.428838 mean_absolute_error 0.470278 mean_absolute_error 0.444966 mean_absolute_error 0.430658 mean_absolute_error 0.457083 mean_absolute_error 0.462994 mean_prior_absolute_error 0.451187 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 number_of_instances 61 [40,21] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] precision 0.42234 [0.644068,0] precision 0.419753 [0.62963,0] precision 0.444444 [0.666667,0] precision 0.428571 [0.642857,0] precision 0.440678 [0.661017,0] precision 0.410526 [0.631579,0] precision 0.418644 [0.644068,0] precision 0.418644 [0.644068,0] precision 0.418644 [0.644068,0] precision 0.414655 [0.637931,0] predictive_accuracy 0.622951 predictive_accuracy 0.566667 predictive_accuracy 0.666667 predictive_accuracy 0.6 predictive_accuracy 0.65 predictive_accuracy 0.6 predictive_accuracy 0.633333 predictive_accuracy 0.633333 predictive_accuracy 0.633333 predictive_accuracy 0.616667 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 recall 0.622951 [0.95,0] recall 0.566667 [0.85,0] recall 0.666667 [1,0] recall 0.6 [0.9,0] recall 0.65 [0.975,0] recall 0.6 [0.923077,0] recall 0.633333 [0.974359,0] recall 0.633333 [0.974359,0] recall 0.633333 [0.974359,0] recall 0.616667 [0.948718,0] relative_absolute_error 0.991097 relative_absolute_error 1.013046 relative_absolute_error 0.943775 relative_absolute_error 1.014383 relative_absolute_error 0.957739 relative_absolute_error 1.038176 relative_absolute_error 0.982298 relative_absolute_error 0.950712 relative_absolute_error 1.009047 relative_absolute_error 1.022096 root_mean_prior_squared_error 0.475128 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_squared_error 0.475337 root_mean_squared_error 0.483227 root_mean_squared_error 0.458962 root_mean_squared_error 0.480407 root_mean_squared_error 0.464446 root_mean_squared_error 0.500356 root_mean_squared_error 0.479872 root_mean_squared_error 0.462425 root_mean_squared_error 0.48601 root_mean_squared_error 0.492812 root_relative_squared_error 1.00044 root_relative_squared_error 1.024851 root_relative_squared_error 0.973389 root_relative_squared_error 1.01887 root_relative_squared_error 0.98502 root_relative_squared_error 1.048927 root_relative_squared_error 1.005986 root_relative_squared_error 0.969411 root_relative_squared_error 1.018853 root_relative_squared_error 1.033113 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