8977300 1 Jan van Rijn 3549 Supervised Classification 8330 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)(2) 6912881 axis 0 7104 categorical_features [] 7104 copy true 7104 fill_empty 0 7104 missing_values "NaN" 7104 strategy "most_frequent" 7104 strategy_nominal "most_frequent" 7104 verbose 0 7104 categorical_features [] 7105 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 7105 handle_unknown "ignore" 7105 n_values "auto" 7105 sparse true 7105 threshold 0.0 7106 C 79.2931654026703 7107 cache_size 200 7107 class_weight null 7107 coef0 0.29612501164101346 7107 decision_function_shape null 7107 degree 3 7107 gamma 4.097072212106875 7107 kernel "sigmoid" 7107 max_iter -1 7107 probability true 7107 random_state 13557 7107 shrinking true 7107 tol 0.0016717400067877892 7107 verbose false 7107 copy true 7713 with_mean false 7713 with_std true 7713 openml-pimp openml-python Sklearn_0.18.1. 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 18869675 description https://api.openml.org/data/download/18869675/description.xml -1 18869676 predictions https://api.openml.org/data/download/18869676/predictions.arff area_under_roc_curve 0.49235342071407584 [0.494392,0.493646,0.475723,0.491693] average_cost 0 kappa 0 kb_relative_information_score 0.9043935405838083 mean_absolute_error 0.3437805645959868 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] predictive_accuracy 0.3769322235434007 prior_entropy 1.789750013333858 recall 0.3769322235434007 [1,0,0,0] relative_absolute_error 0.9997276261744403 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.41458702779873824 root_relative_squared_error 1.0000551603563501 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [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 0.08179427984742685 kb_relative_information_score 0.011827346570530617 kb_relative_information_score 0.011827346570530617 kb_relative_information_score 0.011827346570530617 kb_relative_information_score 0.011827346570530617 kb_relative_information_score 0.011827346570530617 kb_relative_information_score 0.34098567814115993 kb_relative_information_score 0.1408256165808567 kb_relative_information_score 0.1408256165808567 kb_relative_information_score 0.1408256165808567 mean_absolute_error 0.34405105805180286 mean_absolute_error 0.3427500544471482 mean_absolute_error 0.3427500544471482 mean_absolute_error 0.3427500544471482 mean_absolute_error 0.3427500544471482 mean_absolute_error 0.3427500544471482 mean_absolute_error 0.34446681624538633 mean_absolute_error 0.34517809308890895 mean_absolute_error 0.34517809308890895 mean_absolute_error 0.34517809308890895 mean_prior_absolute_error 0.3442046641141667 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.34444209636517364 mean_prior_absolute_error 0.34545646661031304 mean_prior_absolute_error 0.34545646661031304 mean_prior_absolute_error 0.34545646661031304 number_of_instances 85 [32,30,6,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,29,6,17] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] predictive_accuracy 0.3764705882352941 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.36904761904761907 predictive_accuracy 0.36904761904761907 predictive_accuracy 0.36904761904761907 prior_entropy 1.789750013333858 prior_entropy 1.789750013333858 prior_entropy 1.789750013333858 prior_entropy 1.789750013333858 prior_entropy 1.789750013333858 prior_entropy 1.789750013333858 prior_entropy 1.789750013333858 prior_entropy 1.789750013333858 prior_entropy 1.789750013333858 prior_entropy 1.789750013333858 recall 0.3764705882352941 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.36904761904761907 [1,0,0,0] recall 0.36904761904761907 [1,0,0,0] recall 0.36904761904761907 [1,0,0,0] relative_absolute_error 0.9995537362552619 relative_absolute_error 1.000016395291785 relative_absolute_error 1.000016395291785 relative_absolute_error 1.000016395291785 relative_absolute_error 1.000016395291785 relative_absolute_error 1.000016395291785 relative_absolute_error 1.000071767883408 relative_absolute_error 0.9991941863930482 relative_absolute_error 0.9991941863930482 relative_absolute_error 0.9991941863930482 root_mean_prior_squared_error 0.4149625045447236 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.4152484947944263 root_mean_prior_squared_error 0.416468105230372 root_mean_prior_squared_error 0.416468105230372 root_mean_prior_squared_error 0.416468105230372 root_mean_squared_error 0.41496753135367825 root_mean_squared_error 0.41319952268098825 root_mean_squared_error 0.41319952268098825 root_mean_squared_error 0.41319952268098825 root_mean_squared_error 0.41319952268098825 root_mean_squared_error 0.41319952268098825 root_mean_squared_error 0.41540356303816955 root_mean_squared_error 0.41649044746493646 root_mean_squared_error 0.41649044746493646 root_mean_squared_error 0.41649044746493646 root_relative_squared_error 1.0000121138871574 root_relative_squared_error 1.0000005693890721 root_relative_squared_error 1.0000005693890721 root_relative_squared_error 1.0000005693890721 root_relative_squared_error 1.0000005693890721 root_relative_squared_error 1.0000005693890721 root_relative_squared_error 1.0003734348123767 root_relative_squared_error 1.0000536469282613 root_relative_squared_error 1.0000536469282613 root_relative_squared_error 1.0000536469282613 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 456.68626800000123 usercpu_time_millis 368.87301800000034 usercpu_time_millis 372.058547 usercpu_time_millis 361.11123700000024 usercpu_time_millis 346.4088219999999 usercpu_time_millis 360.0861519999992 usercpu_time_millis 387.71388999999965 usercpu_time_millis 412.0344430000014 usercpu_time_millis 372.9079449999997 usercpu_time_millis 364.05979900000136 usercpu_time_millis_testing 16.995954000000424 usercpu_time_millis_testing 11.011060000000406 usercpu_time_millis_testing 10.859733000000205 usercpu_time_millis_testing 9.965850000000387 usercpu_time_millis_testing 10.207894999999745 usercpu_time_millis_testing 10.460765999999566 usercpu_time_millis_testing 14.089410000000413 usercpu_time_millis_testing 14.36864000000071 usercpu_time_millis_testing 10.573545999999823 usercpu_time_millis_testing 10.926315000000741 usercpu_time_millis_training 439.6903140000008 usercpu_time_millis_training 357.86195799999996 usercpu_time_millis_training 361.19881399999974 usercpu_time_millis_training 351.14538699999986 usercpu_time_millis_training 336.20092700000015 usercpu_time_millis_training 349.6253859999996 usercpu_time_millis_training 373.62447999999927 usercpu_time_millis_training 397.66580300000066 usercpu_time_millis_training 362.33439899999985 usercpu_time_millis_training 353.13348400000064