8848482 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) 6823532 axis 0 7660 categorical_features [] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "median" 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 91.5639885800101 7708 cache_size 200 7708 class_weight null 7708 coef0 -0.12060292751488833 7708 decision_function_shape null 7708 degree 1 7708 gamma 3.895890068420603 7708 kernel "sigmoid" 7708 max_iter -1 7708 probability true 7708 random_state 21294 7708 shrinking true 7708 tol 0.0004127402525443626 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 18612562 description https://api.openml.org/data/download/18612562/description.xml -1 18612563 predictions https://api.openml.org/data/download/18612563/predictions.arff area_under_roc_curve 0.5 [0.5,0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score 1.0885212708053946 mean_absolute_error 0.444444444444556 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] predictive_accuracy 0.33333333333333337 prior_entropy 1.584962500721156 recall 0.3333333333333333 [0,0,1] relative_absolute_error 1.0000000000002534 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.47159512711150403 root_relative_squared_error 1.0004043370652302 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 0.10885212708053936 kb_relative_information_score 0.10885212708053936 kb_relative_information_score 0.10885212708053936 kb_relative_information_score 0.10885212708053936 kb_relative_information_score 0.10885212708053936 kb_relative_information_score 0.10885212708053936 kb_relative_information_score 0.10885212708053936 kb_relative_information_score 0.10885212708053936 kb_relative_information_score 0.10885212708053936 kb_relative_information_score 0.10885212708053936 mean_absolute_error 0.44444444444455555 mean_absolute_error 0.44444444444455555 mean_absolute_error 0.44444444444455555 mean_absolute_error 0.44444444444455555 mean_absolute_error 0.44444444444455555 mean_absolute_error 0.44444444444455555 mean_absolute_error 0.44444444444455555 mean_absolute_error 0.44444444444455555 mean_absolute_error 0.44444444444455555 mean_absolute_error 0.44444444444455555 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 [0,0,1] recall 0.3333333333333333 [0,0,1] recall 0.3333333333333333 [0,0,1] recall 0.3333333333333333 [0,0,1] recall 0.3333333333333333 [0,0,1] recall 0.3333333333333333 [0,0,1] recall 0.3333333333333333 [0,0,1] recall 0.3333333333333333 [0,0,1] recall 0.3333333333333333 [0,0,1] recall 0.3333333333333333 [0,0,1] relative_absolute_error 1.0000000000002496 relative_absolute_error 1.0000000000002496 relative_absolute_error 1.0000000000002496 relative_absolute_error 1.0000000000002496 relative_absolute_error 1.0000000000002496 relative_absolute_error 1.0000000000002496 relative_absolute_error 1.0000000000002496 relative_absolute_error 1.0000000000002496 relative_absolute_error 1.0000000000002496 relative_absolute_error 1.0000000000002496 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 0.4715951271115036 root_mean_squared_error 0.4715951271115036 root_mean_squared_error 0.4715951271115036 root_mean_squared_error 0.4715951271115036 root_mean_squared_error 0.4715951271115036 root_mean_squared_error 0.4715951271115036 root_mean_squared_error 0.4715951271115036 root_mean_squared_error 0.4715951271115036 root_mean_squared_error 0.4715951271115036 root_mean_squared_error 0.4715951271115036 root_relative_squared_error 1.0004043370652278 root_relative_squared_error 1.0004043370652278 root_relative_squared_error 1.0004043370652278 root_relative_squared_error 1.0004043370652278 root_relative_squared_error 1.0004043370652278 root_relative_squared_error 1.0004043370652278 root_relative_squared_error 1.0004043370652278 root_relative_squared_error 1.0004043370652278 root_relative_squared_error 1.0004043370652278 root_relative_squared_error 1.0004043370652278 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 14.804858999998949 usercpu_time_millis 11.021524000000227 usercpu_time_millis 10.19595200000012 usercpu_time_millis 9.486057999999353 usercpu_time_millis 9.585287000000164 usercpu_time_millis 9.555440999999831 usercpu_time_millis 9.420881999999686 usercpu_time_millis 9.046173999999851 usercpu_time_millis 9.062852999999649 usercpu_time_millis 8.835084000000215 usercpu_time_millis_testing 1.3107959999993923 usercpu_time_millis_testing 1.050161000000216 usercpu_time_millis_testing 0.9964609999997265 usercpu_time_millis_testing 0.9325469999996727 usercpu_time_millis_testing 0.9377339999998568 usercpu_time_millis_testing 0.9411070000000521 usercpu_time_millis_testing 0.9412040000000843 usercpu_time_millis_testing 0.8662020000000936 usercpu_time_millis_testing 0.8802469999995566 usercpu_time_millis_testing 0.8541019999999122 usercpu_time_millis_training 13.494062999999556 usercpu_time_millis_training 9.97136300000001 usercpu_time_millis_training 9.199491000000393 usercpu_time_millis_training 8.55351099999968 usercpu_time_millis_training 8.647553000000308 usercpu_time_millis_training 8.61433399999978 usercpu_time_millis_training 8.479677999999602 usercpu_time_millis_training 8.179971999999758 usercpu_time_millis_training 8.182606000000092 usercpu_time_millis_training 7.980982000000303