10587929 30495 Laurens Krudde 59 Supervised Classification predictive_accuracy 19150 sklearn.svm._classes.NuSVC(2) 8304039 Python_3.10.4. Sklearn_1.1.2. NumPy_1.23.2. SciPy_1.9.0. break_ties false 19150 cache_size 200 19150 class_weight null 19150 coef0 0.0 19150 decision_function_shape "ovr" 19150 degree 3 19150 gamma "scale" 19150 kernel "rbf" 19150 max_iter -1 19150 nu 0.5 19150 probability false 19150 random_state 6454 19150 shrinking true 19150 tol 0.001 19150 verbose false 19150 openml-python Sklearn_1.1.2. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 22103403 description https://api.openml.org/data/download/22103403/description.xml -1 22103404 predictions https://api.openml.org/data/download/22103404/predictions.arff area_under_roc_curve 0.975 [1,0.965,0.96] average_cost 0 f_measure 0.9666633329999667 [1,0.950495,0.949495] kappa 0.9499999999999998 kb_relative_information_score 0.9543643251190486 mean_absolute_error 0.02222222222222222 mean_prior_absolute_error 0.44444444444444337 weighted_recall 0.9666666666666667 [1,0.96,0.94] number_of_instances 150 [50,50,50] precision 0.9667867146858744 [1,0.941176,0.959184] predictive_accuracy 0.9666666666666667 prior_entropy 1.5849625007211599 relative_absolute_error 0.050000000000000114 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.14907119849998596 root_relative_squared_error 0.3162277660168382 total_cost 0 unweighted_recall 0.9666666666666667 [1,0.96,0.94] area_under_roc_curve 0.95 [1,0.95,0.9] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.95 [1,0.9,0.95] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.95 [1,0.9,0.95] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.95 [1,0.95,0.9] area_under_roc_curve 0.95 [1,0.95,0.9] area_under_roc_curve 1 [1,1,1] 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 0.9326599326599326 [1,0.909091,0.888889] f_measure 1 [1,1,1] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 1 [1,1,1] kappa 0.9 kappa 1 kappa 1 kappa 0.9 kappa 1 kappa 0.9 kappa 1 kappa 0.9 kappa 0.9 kappa 1 kb_relative_information_score 0.9087286502380971 kb_relative_information_score 1.0000000000000002 kb_relative_information_score 1.0000000000000002 kb_relative_information_score 0.9087286502380971 kb_relative_information_score 1.0000000000000002 kb_relative_information_score 0.9087286502380971 kb_relative_information_score 1.0000000000000002 kb_relative_information_score 0.9087286502380971 kb_relative_information_score 0.9087286502380971 kb_relative_information_score 1.0000000000000002 mean_absolute_error 0.04444444444444444 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.04444444444444444 mean_absolute_error 0 mean_absolute_error 0.04444444444444444 mean_absolute_error 0 mean_absolute_error 0.04444444444444444 mean_absolute_error 0.04444444444444444 mean_absolute_error 0 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] precision 0.9444444444444445 [1,0.833333,1] precision 1 [1,1,1] precision 1 [1,1,1] precision 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] precision 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] precision 0.9444444444444445 [1,0.833333,1] precision 0.9444444444444445 [1,0.833333,1] precision 1 [1,1,1] predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 prior_entropy 1.5849625007211567 relative_absolute_error 0.09999999999999995 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.09999999999999995 relative_absolute_error 0 relative_absolute_error 0.09999999999999995 relative_absolute_error 0 relative_absolute_error 0.09999999999999995 relative_absolute_error 0.09999999999999995 relative_absolute_error 0 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_squared_error 0.21081851067789195 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.21081851067789195 root_mean_squared_error 0 root_mean_squared_error 0.21081851067789195 root_mean_squared_error 0 root_mean_squared_error 0.21081851067789195 root_mean_squared_error 0.21081851067789195 root_mean_squared_error 0 root_relative_squared_error 0.44721359549995787 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.44721359549995787 root_relative_squared_error 0 root_relative_squared_error 0.44721359549995787 root_relative_squared_error 0 root_relative_squared_error 0.44721359549995787 root_relative_squared_error 0.44721359549995787 root_relative_squared_error 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 total_cost 0 unweighted_recall 0.9333333333333332 [1,1,0.8] unweighted_recall 1 [1,1,1] unweighted_recall 1 [1,1,1] unweighted_recall 0.9333333333333332 [1,0.8,1] unweighted_recall 1 [1,1,1] unweighted_recall 0.9333333333333332 [1,0.8,1] unweighted_recall 1 [1,1,1] unweighted_recall 0.9333333333333332 [1,1,0.8] unweighted_recall 0.9333333333333332 [1,1,0.8] unweighted_recall 1 [1,1,1] usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 0 wall_clock_time_millis 3.2486915588378906 wall_clock_time_millis 2.329111099243164 wall_clock_time_millis 2.413511276245117 wall_clock_time_millis 3.4165382385253906 wall_clock_time_millis 2.6540756225585938 wall_clock_time_millis 2.9649734497070312 wall_clock_time_millis 3.31878662109375 wall_clock_time_millis 3.288745880126953 wall_clock_time_millis 2.9592514038085938 wall_clock_time_millis 3.034830093383789 wall_clock_time_millis_testing 1.2903213500976562 wall_clock_time_millis_testing 1.313924789428711 wall_clock_time_millis_testing 0.5335807800292969 wall_clock_time_millis_testing 1.4028549194335938 wall_clock_time_millis_testing 0.35071372985839844 wall_clock_time_millis_testing 0.7765293121337891 wall_clock_time_millis_testing 0.8592605590820312 wall_clock_time_millis_testing 1.0972023010253906 wall_clock_time_millis_testing 0.8757114410400391 wall_clock_time_millis_testing 1.5039443969726562 wall_clock_time_millis_training 1.9583702087402344 wall_clock_time_millis_training 1.0151863098144531 wall_clock_time_millis_training 1.8799304962158203 wall_clock_time_millis_training 2.013683319091797 wall_clock_time_millis_training 2.3033618927001953 wall_clock_time_millis_training 2.188444137573242 wall_clock_time_millis_training 2.4595260620117188 wall_clock_time_millis_training 2.1915435791015625 wall_clock_time_millis_training 2.0835399627685547 wall_clock_time_millis_training 1.5308856964111328 weighted_recall 0.9333333333333333 [1,1,0.8] weighted_recall 1 [1,1,1] weighted_recall 1 [1,1,1] weighted_recall 0.9333333333333333 [1,0.8,1] weighted_recall 1 [1,1,1] weighted_recall 0.9333333333333333 [1,0.8,1] weighted_recall 1 [1,1,1] weighted_recall 0.9333333333333333 [1,1,0.8] weighted_recall 0.9333333333333333 [1,1,0.8] weighted_recall 1 [1,1,1]