7830728 2702 OpenML_Bot R 3492 Supervised Classification 5527 mlr.classif.svm(6) 5862418 cost 0.15246796235102 5527 kernel linear 5527 openml.seed 1 5527 openml.kind Mersenne-Twister 5527 openml.normal.kind Inversion 5527 AzureBot3 botV1 mlrRandomBot sciBenchV1.0 333 monks-problems-1 https://www.openml.org/data/download/52236/phpAyyBys -1 16585235 description https://api.openml.org/data/download/16585235/description6f833fb172e4.xml -1 16585236 predictions https://api.openml.org/data/download/16585236/predictions6f83287aa025.arff area_under_roc_curve 0.723568 [0.723572,0.723565] average_cost 0 f_measure 0.728973 [0.797704,0.660241] kappa 0.492806 kb_relative_information_score 191.607796 mean_absolute_error 0.337923 mean_prior_absolute_error 0.5 number_of_instances 556 [278,278] precision 0.831742 [0.663484,1] predictive_accuracy 0.746403 prior_entropy 1 recall 0.746403 [1,0.492806] relative_absolute_error 0.675846 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.410384 root_relative_squared_error 0.820769 scimark_benchmark 1313.33645357605 [ 1317.68842554558, 886.273346511994, 440.866138266528, 1715.66328772852, 2206.19106982762 ] total_cost 0 usercpu_time_millis 0.772999999999996 usercpu_time_millis_testing 0.036999999999999 usercpu_time_millis_training 0.735999999999997 area_under_roc_curve 0.723214 [0.723214,0.723214] area_under_roc_curve 0.679847 [0.679847,0.679847] area_under_roc_curve 0.697704 [0.697704,0.697704] area_under_roc_curve 0.704082 [0.704082,0.704082] area_under_roc_curve 0.72449 [0.72449,0.72449] area_under_roc_curve 0.669962 [0.670281,0.669643] area_under_roc_curve 0.738095 [0.738095,0.738095] area_under_roc_curve 0.808201 [0.808201,0.808201] area_under_roc_curve 0.812169 [0.812169,0.812169] area_under_roc_curve 0.544974 [0.544974,0.544974] 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 0.754634 [0.811594,0.697674] f_measure 0.711439 [0.788732,0.634146] f_measure 0.665613 [0.767123,0.564103] f_measure 0.733333 [0.8,0.666667] f_measure 0.733333 [0.8,0.666667] f_measure 0.711439 [0.788732,0.634146] f_measure 0.729234 [0.794118,0.666667] f_measure 0.750838 [0.80597,0.697674] f_measure 0.811295 [0.848485,0.772727] f_measure 0.68017 [0.777778,0.578947] kappa 0.535714 kappa 0.464286 kappa 0.392857 kappa 0.5 kappa 0.5 kappa 0.464286 kappa 0.495413 kappa 0.531148 kappa 0.633822 kappa 0.411765 kb_relative_information_score 20.92226 kb_relative_information_score 18.234229 kb_relative_information_score 15.512279 kb_relative_information_score 19.581275 kb_relative_information_score 19.581819 kb_relative_information_score 18.232621 kb_relative_information_score 19.203174 kb_relative_information_score 20.55162 kb_relative_information_score 23.911165 kb_relative_information_score 15.877354 mean_absolute_error 0.324277 mean_absolute_error 0.346875 mean_absolute_error 0.369746 mean_absolute_error 0.335552 mean_absolute_error 0.335549 mean_absolute_error 0.346887 mean_absolute_error 0.335283 mean_absolute_error 0.323741 mean_absolute_error 0.295984 mean_absolute_error 0.364766 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 number_of_instances 56 [28,28] number_of_instances 56 [28,28] number_of_instances 56 [28,28] number_of_instances 56 [28,28] number_of_instances 56 [28,28] number_of_instances 56 [28,28] number_of_instances 55 [27,28] number_of_instances 55 [27,28] number_of_instances 55 [28,27] number_of_instances 55 [28,27] precision 0.841463 [0.682927,1] precision 0.825581 [0.651163,1] precision 0.811111 [0.622222,1] precision 0.833333 [0.666667,1] precision 0.833333 [0.666667,1] precision 0.825581 [0.651163,1] precision 0.832373 [0.658537,1] precision 0.840455 [0.675,1] precision 0.866029 [0.736842,1] precision 0.814876 [0.636364,1] predictive_accuracy 0.767857 predictive_accuracy 0.732143 predictive_accuracy 0.696429 predictive_accuracy 0.75 predictive_accuracy 0.75 predictive_accuracy 0.732143 predictive_accuracy 0.745455 predictive_accuracy 0.763636 predictive_accuracy 0.818182 predictive_accuracy 0.709091 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 recall 0.767857 [1,0.535714] recall 0.732143 [1,0.464286] recall 0.696429 [1,0.392857] recall 0.75 [1,0.5] recall 0.75 [1,0.5] recall 0.732143 [1,0.464286] recall 0.745455 [1,0.5] recall 0.763636 [1,0.535714] recall 0.818182 [1,0.62963] recall 0.709091 [1,0.407407] relative_absolute_error 0.648555 relative_absolute_error 0.693749 relative_absolute_error 0.739492 relative_absolute_error 0.671103 relative_absolute_error 0.671097 relative_absolute_error 0.693774 relative_absolute_error 0.670566 relative_absolute_error 0.647483 relative_absolute_error 0.591967 relative_absolute_error 0.729532 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.398673 root_mean_squared_error 0.417798 root_mean_squared_error 0.436474 root_mean_squared_error 0.408285 root_mean_squared_error 0.408281 root_mean_squared_error 0.417811 root_mean_squared_error 0.409449 root_mean_squared_error 0.39961 root_mean_squared_error 0.372302 root_mean_squared_error 0.431112 root_relative_squared_error 0.797346 root_relative_squared_error 0.835595 root_relative_squared_error 0.872947 root_relative_squared_error 0.81657 root_relative_squared_error 0.816562 root_relative_squared_error 0.835621 root_relative_squared_error 0.818899 root_relative_squared_error 0.799221 root_relative_squared_error 0.744604 root_relative_squared_error 0.862224 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