7834582 2702 OpenML_Bot R 146065 Supervised Classification precision 6767 mlr.classif.xgboost(9) 5866270 eta 0.0083506672303319 6767 max_depth 1 6767 min_child_weight 2.86314204032325 6767 subsample 0.310895036230795 6767 colsample_bytree 0.918385385535657 6767 colsample_bylevel 0.224032211350277 6767 lambda 394.19613360812 6767 alpha 57.338970347383 6767 nthread 1 6767 nrounds 1637 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 16592921 description https://api.openml.org/data/download/16592921/descriptionf92c773aeb2b.xml -1 16592922 predictions https://api.openml.org/data/download/16592922/predictionsf92c661ab89f.arff area_under_roc_curve 0.5 [0.5,0.5] average_cost 0 f_measure 0.521303 [0.793173,0] kappa 0 kb_relative_information_score -110.501935 mean_absolute_error 0.5 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 1.109345 root_mean_prior_squared_error 0.474633 root_mean_squared_error 0.5 root_relative_squared_error 1.053445 scimark_benchmark 1328.29595650223 [ 1336.93784594913, 921.336934616063, 455.490864448704, 1711.01382255372, 2216.70031494354 ] total_cost 0 usercpu_time_millis 16.805 usercpu_time_millis_testing 0.0999999999999943 usercpu_time_millis_training 16.705 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 -11.10866 kb_relative_information_score -11.693326 kb_relative_information_score -11.693326 kb_relative_information_score -11.693326 kb_relative_information_score -11.693326 kb_relative_information_score -10.523994 kb_relative_information_score -10.523994 kb_relative_information_score -10.523994 kb_relative_information_score -10.523994 kb_relative_information_score -10.523994 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 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 1.108189 relative_absolute_error 1.116667 relative_absolute_error 1.116667 relative_absolute_error 1.116667 relative_absolute_error 1.116667 relative_absolute_error 1.103789 relative_absolute_error 1.103789 relative_absolute_error 1.103789 relative_absolute_error 1.103789 relative_absolute_error 1.103789 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 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_relative_squared_error 1.052348 root_relative_squared_error 1.060424 root_relative_squared_error 1.060424 root_relative_squared_error 1.060424 root_relative_squared_error 1.060424 root_relative_squared_error 1.048181 root_relative_squared_error 1.048181 root_relative_squared_error 1.048181 root_relative_squared_error 1.048181 root_relative_squared_error 1.048181 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