7368366 1 Jan van Rijn 59 Supervised Classification predictive_accuracy 6952 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 5400260 axis 0 6947 categorical_features [] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "median" 6947 strategy_nominal "most_frequent" 6947 verbose 0 6947 categorical_features [] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse true 6948 threshold 0.0 6949 C 0.6185123403727855 6953 cache_size 200 6953 class_weight null 6953 coef0 0.8403559566083627 6953 decision_function_shape null 6953 degree 3 6953 gamma 0.0008089936713024161 6953 kernel "rbf" 6953 max_iter -1 6953 probability true 6953 random_state 39354 6953 shrinking true 6953 tol 0.0006902682286500002 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 15664207 description https://api.openml.org/data/download/15664207/description.xml -1 15664208 predictions https://api.openml.org/data/download/15664208/predictions.arff area_under_roc_curve 0.8323333333333333 [1,0.5112,0.9858] average_cost 0 f_measure 0.617525500504224 [0.961538,0.181818,0.70922] kappa 0.5499999999999999 kb_relative_information_score 44.75302683813591 mean_absolute_error 0.35341702079080206 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.8251254917921585 [0.925926,1,0.549451] predictive_accuracy 0.7 prior_entropy 1.584962500721156 recall 0.7 [1,0.1,1] relative_absolute_error 0.7951882967793066 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.3922652138118648 root_relative_squared_error 0.8321201781298826 total_cost 0 area_under_roc_curve 0.8333333333333334 [1,0.5,1] area_under_roc_curve 0.8333333333333334 [1,0.5,1] area_under_roc_curve 0.8333333333333334 [1,0.5,1] area_under_roc_curve 0.8333333333333334 [1,0.5,1] area_under_roc_curve 0.8266666666666667 [1,0.5,0.98] area_under_roc_curve 0.8333333333333334 [1,0.58,0.92] area_under_roc_curve 0.8333333333333334 [1,0.5,1] area_under_roc_curve 0.8333333333333334 [1,0.56,0.94] area_under_roc_curve 0.8333333333333334 [1,0.5,1] area_under_roc_curve 0.8333333333333334 [1,0.5,1] 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 0.7712842712842712 [0.909091,0.571429,0.833333] f_measure 0.7802197802197803 [1,0.571429,0.769231] f_measure 0.6825396825396826 [1,0.333333,0.714286] kappa 0.49999999999999994 kappa 0.49999999999999994 kappa 0.49999999999999994 kappa 0.7000000000000001 kappa 0.49999999999999994 kappa 0.49999999999999994 kappa 0.7000000000000001 kappa 0.49999999999999994 kappa 0.5999999999999999 kappa 0.49999999999999994 kb_relative_information_score 4.457066248435914 kb_relative_information_score 4.557163960427332 kb_relative_information_score 4.531341850110004 kb_relative_information_score 4.488790974804538 kb_relative_information_score 4.594673627168211 kb_relative_information_score 4.546118067773044 kb_relative_information_score 4.437308969229968 kb_relative_information_score 4.38783175027557 kb_relative_information_score 4.388080775506744 kb_relative_information_score 4.3646506144045665 mean_absolute_error 0.35375654959334 mean_absolute_error 0.35194716389725333 mean_absolute_error 0.35200246600376894 mean_absolute_error 0.35244638651647997 mean_absolute_error 0.3509207522733444 mean_absolute_error 0.35277696708650663 mean_absolute_error 0.35416592043307105 mean_absolute_error 0.3548297355777644 mean_absolute_error 0.35556224172399997 mean_absolute_error 0.35576202480249336 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 0.8492063492063493 [0.833333,1,0.714286] precision 0.875 [1,1,0.625] precision 0.8518518518518519 [1,1,0.555556] predictive_accuracy 0.6666666666666667 predictive_accuracy 0.6666666666666667 predictive_accuracy 0.6666666666666667 predictive_accuracy 0.8 predictive_accuracy 0.6666666666666667 predictive_accuracy 0.6666666666666667 predictive_accuracy 0.8 predictive_accuracy 0.6666666666666667 predictive_accuracy 0.7333333333333333 predictive_accuracy 0.6666666666666667 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 recall 0.6666666666666666 [1,0,1] recall 0.6666666666666666 [1,0,1] recall 0.6666666666666666 [1,0,1] recall 0.8 [1,0.4,1] recall 0.6666666666666666 [1,0,1] recall 0.6666666666666666 [1,0,1] recall 0.8 [1,0.4,1] recall 0.6666666666666666 [1,0,1] recall 0.7333333333333333 [1,0.2,1] recall 0.6666666666666666 [1,0,1] relative_absolute_error 0.7959522365850147 relative_absolute_error 0.7918811187688197 relative_absolute_error 0.7920055485084798 relative_absolute_error 0.7930043696620797 relative_absolute_error 0.7895716926150247 relative_absolute_error 0.7937481759446398 relative_absolute_error 0.7968733209744095 relative_absolute_error 0.7983669050499697 relative_absolute_error 0.8000150438789997 relative_absolute_error 0.8004645558056097 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 0.39178748163300575 root_mean_squared_error 0.3911490806245427 root_mean_squared_error 0.3918621152565781 root_mean_squared_error 0.3920682475152199 root_mean_squared_error 0.3905725193213533 root_mean_squared_error 0.3928006333079092 root_mean_squared_error 0.3928853101316415 root_mean_squared_error 0.3933254393175099 root_mean_squared_error 0.3930675191791125 root_mean_squared_error 0.393123955523716 root_relative_squared_error 0.8311067551400949 root_relative_squared_error 0.8297525020934932 root_relative_squared_error 0.8312650769640925 root_relative_squared_error 0.8317023495178133 root_relative_squared_error 0.8285294308717281 root_relative_squared_error 0.8332559743991791 root_relative_squared_error 0.8334356010679904 root_relative_squared_error 0.8343692560637673 root_relative_squared_error 0.8338221248271712 root_relative_squared_error 0.8339418443930947 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 usercpu_time_millis 16.43429799878504 usercpu_time_millis 14.736286997504067 usercpu_time_millis 13.395711001066957 usercpu_time_millis 12.381576008920092 usercpu_time_millis 11.640959011856467 usercpu_time_millis 11.334115006320644 usercpu_time_millis 11.193871003342792 usercpu_time_millis 11.338191994582303 usercpu_time_millis 11.287916997389402 usercpu_time_millis 11.263076004979666 usercpu_time_millis_testing 1.4491219990304671 usercpu_time_millis_testing 1.2928439973620698 usercpu_time_millis_testing 1.203414998599328 usercpu_time_millis_testing 1.1248370065004565 usercpu_time_millis_testing 1.0542150048422627 usercpu_time_millis_testing 1.0503220037207939 usercpu_time_millis_testing 1.0483209989615716 usercpu_time_millis_testing 1.0388749942649156 usercpu_time_millis_testing 1.0450839981785975 usercpu_time_millis_testing 1.0422359991935082 usercpu_time_millis_training 14.985175999754574 usercpu_time_millis_training 13.443443000141997 usercpu_time_millis_training 12.192296002467629 usercpu_time_millis_training 11.256739002419636 usercpu_time_millis_training 10.586744007014204 usercpu_time_millis_training 10.28379300259985 usercpu_time_millis_training 10.14555000438122 usercpu_time_millis_training 10.299317000317387 usercpu_time_millis_training 10.242832999210805 usercpu_time_millis_training 10.220840005786158