7834575 2702 OpenML_Bot R 146065 Supervised Classification precision 6767 mlr.classif.xgboost(9) 5866263 booster gblinear 6767 eta 0.975080945316069 6767 subsample 0.540034027351067 6767 lambda 0.446810853899485 6767 alpha 18.920106371516 6767 nthread 1 6767 nrounds 788 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 16592907 description https://api.openml.org/data/download/16592907/descriptionf91119d89c1e.xml -1 16592908 predictions https://api.openml.org/data/download/16592908/predictionsf9115f336392.arff area_under_roc_curve 0.490998 [0.490998,0.490998] average_cost 0 f_measure 0.521303 [0.793173,0] kappa 0 kb_relative_information_score 0.123166 mean_absolute_error 0.450566 mean_prior_absolute_error 0.450716 number_of_instances 601 [395,206] precision 0.431962 [0.657238,0] predictive_accuracy 0.657238 prior_entropy 0.927926 recall 0.657238 [1,0] relative_absolute_error 0.999666 root_mean_prior_squared_error 0.474633 root_mean_squared_error 0.474648 root_relative_squared_error 1.000032 scimark_benchmark 1348.05798299725 [ 1355.74562912026, 916.660010617711, 460.321712774212, 1735.65814664015, 2271.90441583394 ] total_cost 0 usercpu_time_millis 7.06099999999999 usercpu_time_millis_testing 0.00999999999999091 usercpu_time_millis_training 7.051 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] 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 0.519396 [0.792079,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.031065 kb_relative_information_score -0.047444 kb_relative_information_score -0.047444 kb_relative_information_score -0.047444 kb_relative_information_score -0.047444 kb_relative_information_score 0.056375 kb_relative_information_score 0.056375 kb_relative_information_score 0.056375 kb_relative_information_score 0.056375 kb_relative_information_score 0.056375 mean_absolute_error 0.450971 mean_absolute_error 0.447936 mean_absolute_error 0.447936 mean_absolute_error 0.447936 mean_absolute_error 0.447936 mean_absolute_error 0.452588 mean_absolute_error 0.452588 mean_absolute_error 0.452588 mean_absolute_error 0.452588 mean_absolute_error 0.452588 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 0.429992 [0.655738,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] predictive_accuracy 0.655738 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 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 0.655738 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] relative_absolute_error 0.999523 relative_absolute_error 1.00039 relative_absolute_error 1.00039 relative_absolute_error 1.00039 relative_absolute_error 1.00039 relative_absolute_error 0.999123 relative_absolute_error 0.999123 relative_absolute_error 0.999123 relative_absolute_error 0.999123 relative_absolute_error 0.999123 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 0.47513 root_mean_squared_error 0.471521 root_mean_squared_error 0.471521 root_mean_squared_error 0.471521 root_mean_squared_error 0.471521 root_mean_squared_error 0.477037 root_mean_squared_error 0.477037 root_mean_squared_error 0.477037 root_mean_squared_error 0.477037 root_mean_squared_error 0.477037 root_relative_squared_error 1.000004 root_relative_squared_error 1.000024 root_relative_squared_error 1.000024 root_relative_squared_error 1.000024 root_relative_squared_error 1.000024 root_relative_squared_error 1.000043 root_relative_squared_error 1.000043 root_relative_squared_error 1.000043 root_relative_squared_error 1.000043 root_relative_squared_error 1.000043 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