7831078 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5862768 num.trees 609 6794 mtry 19 6794 replace FALSE 6794 sample.fraction 0.243840666441247 6794 num.threads 1 6794 verbose FALSE 6794 openml.seed 1 6794 openml.kind Mersenne-Twister 6794 openml.normal.kind Inversion 6794 AzureBot1 botV1 mlrRandomBot sciBenchV1.0 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 16585933 description https://api.openml.org/data/download/16585933/description1bec74fc9531c.xml -1 16585934 predictions https://api.openml.org/data/download/16585934/predictions1bec75a93ef2.arff area_under_roc_curve 0.795305 [0.795305,0.795305] average_cost 0 f_measure 0.751222 [0.843583,0.535714] kappa 0.386792 kb_relative_information_score 198.636458 mean_absolute_error 0.334175 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.753429 [0.792714,0.661765] predictive_accuracy 0.766 prior_entropy 0.881778 recall 0.766 [0.901429,0.45] relative_absolute_error 0.795353 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.401944 root_relative_squared_error 0.877114 scimark_benchmark 1320.39843232994 [ 1312.84452427806, 895.339899312565, 448.354895174976, 1725.77490482181, 2219.67793806226 ] total_cost 0 usercpu_time_millis 16.928 usercpu_time_millis_testing 1.04199999999999 usercpu_time_millis_training 15.886 area_under_roc_curve 0.86 [0.86,0.86] area_under_roc_curve 0.745714 [0.745714,0.745714] area_under_roc_curve 0.769524 [0.769524,0.769524] area_under_roc_curve 0.785714 [0.785714,0.785714] area_under_roc_curve 0.827619 [0.827619,0.827619] area_under_roc_curve 0.799524 [0.799524,0.799524] area_under_roc_curve 0.812857 [0.812857,0.812857] area_under_roc_curve 0.855238 [0.855238,0.855238] area_under_roc_curve 0.779524 [0.779524,0.779524] area_under_roc_curve 0.752381 [0.752381,0.752381] 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 0.786667 [0.866667,0.6] f_measure 0.706061 [0.833333,0.409091] f_measure 0.754762 [0.833333,0.571429] f_measure 0.804639 [0.868966,0.654545] f_measure 0.735492 [0.832215,0.509804] f_measure 0.763511 [0.841379,0.581818] f_measure 0.763511 [0.841379,0.581818] f_measure 0.787527 [0.877419,0.577778] f_measure 0.690119 [0.818182,0.391304] f_measure 0.70413 [0.823529,0.425532] kappa 0.473684 kappa 0.269663 kappa 0.405941 kappa 0.525 kappa 0.348958 kappa 0.425 kappa 0.425 kappa 0.472222 kappa 0.230769 kappa 0.266304 kb_relative_information_score 23.933483 kb_relative_information_score 17.643879 kb_relative_information_score 17.01504 kb_relative_information_score 17.467056 kb_relative_information_score 21.252262 kb_relative_information_score 22.415758 kb_relative_information_score 21.434007 kb_relative_information_score 26.905199 kb_relative_information_score 17.396064 kb_relative_information_score 13.173709 mean_absolute_error 0.322369 mean_absolute_error 0.338351 mean_absolute_error 0.341932 mean_absolute_error 0.343235 mean_absolute_error 0.332103 mean_absolute_error 0.323368 mean_absolute_error 0.326086 mean_absolute_error 0.313542 mean_absolute_error 0.344474 mean_absolute_error 0.356293 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] precision 0.79375 [0.8125,0.75] precision 0.721927 [0.755814,0.642857] precision 0.752183 [0.810811,0.615385] precision 0.804 [0.84,0.72] precision 0.735081 [0.78481,0.619048] precision 0.761333 [0.813333,0.64] precision 0.761333 [0.813333,0.64] precision 0.82 [0.8,0.866667] precision 0.69375 [0.75,0.5625] precision 0.707796 [0.759036,0.588235] predictive_accuracy 0.8 predictive_accuracy 0.74 predictive_accuracy 0.76 predictive_accuracy 0.81 predictive_accuracy 0.75 predictive_accuracy 0.77 predictive_accuracy 0.77 predictive_accuracy 0.81 predictive_accuracy 0.72 predictive_accuracy 0.73 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.8 [0.928571,0.5] recall 0.74 [0.928571,0.3] recall 0.76 [0.857143,0.533333] recall 0.81 [0.9,0.6] recall 0.75 [0.885714,0.433333] recall 0.77 [0.871429,0.533333] recall 0.77 [0.871429,0.533333] recall 0.81 [0.971429,0.433333] recall 0.72 [0.9,0.3] recall 0.73 [0.9,0.333333] relative_absolute_error 0.767254 relative_absolute_error 0.805291 relative_absolute_error 0.813813 relative_absolute_error 0.816915 relative_absolute_error 0.790421 relative_absolute_error 0.769631 relative_absolute_error 0.776101 relative_absolute_error 0.746244 relative_absolute_error 0.819865 relative_absolute_error 0.847994 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.379054 root_mean_squared_error 0.417668 root_mean_squared_error 0.415497 root_mean_squared_error 0.402216 root_mean_squared_error 0.394228 root_mean_squared_error 0.399437 root_mean_squared_error 0.396181 root_mean_squared_error 0.381871 root_mean_squared_error 0.412928 root_mean_squared_error 0.418076 root_relative_squared_error 0.827163 root_relative_squared_error 0.911426 root_relative_squared_error 0.906689 root_relative_squared_error 0.877707 root_relative_squared_error 0.860276 root_relative_squared_error 0.871643 root_relative_squared_error 0.864538 root_relative_squared_error 0.83331 root_relative_squared_error 0.901082 root_relative_squared_error 0.912316 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