8808972 1 Jan van Rijn 59 Supervised Classification predictive_accuracy 7707 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklearn.preprocessing.data.StandardScaler,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 6784053 axis 0 7660 categorical_features [] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "most_frequent" 7660 strategy_nominal "most_frequent" 7660 verbose 0 7660 categorical_features [] 7661 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 7661 handle_unknown "ignore" 7661 n_values "auto" 7661 sparse true 7661 threshold 0.0 7662 copy true 7663 with_mean false 7663 with_std true 7663 C 7.578932273614233 7708 cache_size 200 7708 class_weight null 7708 coef0 -0.5413425636080753 7708 decision_function_shape null 7708 degree 1 7708 gamma 0.10040786759035447 7708 kernel "sigmoid" 7708 max_iter -1 7708 probability true 7708 random_state 1678 7708 shrinking false 7708 tol 6.729805436009594e-05 7708 verbose false 7708 openml-pimp openml-python Sklearn_0.18.1. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 18533899 description https://api.openml.org/data/download/18533899/description.xml -1 18533900 predictions https://api.openml.org/data/download/18533900/predictions.arff area_under_roc_curve 0.5 [0.5,0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score -0.00000000006826457081200042 mean_absolute_error 0.4444444444443344 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] predictive_accuracy 0.33333333333333337 prior_entropy 1.584962500721156 recall 0.3333333333333333 [1,0,0] relative_absolute_error 0.9999999999997548 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.4714045207910311 root_relative_squared_error 1 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 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] predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 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 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 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 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 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 22.003529000357958 usercpu_time_millis 18.049278001853963 usercpu_time_millis 16.41929999459535 usercpu_time_millis 15.241824999975506 usercpu_time_millis 15.179305999481585 usercpu_time_millis 15.2922880006372 usercpu_time_millis 15.022153002064442 usercpu_time_millis 15.204166997136781 usercpu_time_millis 15.3385170015099 usercpu_time_millis 15.147610996791627 usercpu_time_millis_testing 1.2812269997084513 usercpu_time_millis_testing 1.0729790010373108 usercpu_time_millis_testing 0.9772229968803003 usercpu_time_millis_testing 0.9372259992233012 usercpu_time_millis_testing 0.9458620006626006 usercpu_time_millis_testing 0.937766999413725 usercpu_time_millis_testing 0.9378889990330208 usercpu_time_millis_testing 0.9377959977427963 usercpu_time_millis_testing 0.9328310006821994 usercpu_time_millis_testing 0.942000999202719 usercpu_time_millis_training 20.722302000649506 usercpu_time_millis_training 16.976299000816653 usercpu_time_millis_training 15.442076997715048 usercpu_time_millis_training 14.304599000752205 usercpu_time_millis_training 14.233443998818984 usercpu_time_millis_training 14.354521001223475 usercpu_time_millis_training 14.084264003031421 usercpu_time_millis_training 14.266370999393985 usercpu_time_millis_training 14.4056860008277 usercpu_time_millis_training 14.205609997588908