8833953 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) 6809003 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 8388.031811055449 7708 cache_size 200 7708 class_weight null 7708 coef0 0.06147301954132889 7708 decision_function_shape null 7708 degree 1 7708 gamma 5.513891747846541 7708 kernel "rbf" 7708 max_iter -1 7708 probability true 7708 random_state 56823 7708 shrinking false 7708 tol 3.9889205618815333e-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 18583640 description https://api.openml.org/data/download/18583640/description.xml -1 18583641 predictions https://api.openml.org/data/download/18583641/predictions.arff area_under_roc_curve 0.9868666666666667 [0.9994,0.981,0.9802] average_cost 0 f_measure 0.9273504187705578 [0.979592,0.905263,0.897196] kappa 0.8899999999999998 kb_relative_information_score 123.12874037853835 mean_absolute_error 0.09737398307397198 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.9325536062378167 [1,0.955556,0.842105] predictive_accuracy 0.9266666666666667 prior_entropy 1.584962500721156 recall 0.9266666666666666 [0.96,0.86,0.96] relative_absolute_error 0.2190914619164375 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.20003019012422463 root_relative_squared_error 0.4243281116366213 total_cost 0 area_under_roc_curve 0.98 [1,0.98,0.96] area_under_roc_curve 0.9866666666666667 [1,0.98,0.98] area_under_roc_curve 0.9800000000000001 [1,0.96,0.98] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9466666666666669 [1,0.92,0.92] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9933333333333334 [1,0.98,1] 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 0.8027065527065528 [0.888889,0.75,0.769231] f_measure 0.8703703703703703 [0.888889,0.888889,0.833333] f_measure 1 [1,1,1] f_measure 1 [1,1,1] f_measure 0.861111111111111 [1,0.75,0.833333] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 0.9326599326599326 [1,0.888889,0.909091] kappa 0.9 kappa 0.7000000000000001 kappa 0.8 kappa 1 kappa 1 kappa 0.8 kappa 1 kappa 0.9 kappa 0.9 kappa 0.9 kb_relative_information_score 11.574442160433817 kb_relative_information_score 10.966927756524738 kb_relative_information_score 11.554885416252498 kb_relative_information_score 12.96962063321123 kb_relative_information_score 13.451790779772193 kb_relative_information_score 11.748744492847859 kb_relative_information_score 13.240983298574287 kb_relative_information_score 12.638204532905469 kb_relative_information_score 12.733529506230264 kb_relative_information_score 12.249611801785939 mean_absolute_error 0.12464602947888088 mean_absolute_error 0.13732728643055156 mean_absolute_error 0.11838545961083445 mean_absolute_error 0.08035674962174201 mean_absolute_error 0.06279850041400556 mean_absolute_error 0.11572489735334267 mean_absolute_error 0.07215824604529798 mean_absolute_error 0.08239195977354823 mean_absolute_error 0.08177406208526666 mean_absolute_error 0.09817663992624956 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 0.875 [1,1,0.625] precision 0.9047619047619048 [1,1,0.714286] precision 1 [1,1,1] precision 1 [1,1,1] precision 0.9047619047619048 [1,1,0.714286] precision 1 [1,1,1] precision 0.9444444444444445 [1,0.833333,1] precision 0.9444444444444445 [1,1,0.833333] precision 0.9444444444444445 [1,1,0.833333] predictive_accuracy 0.9333333333333332 predictive_accuracy 0.8 predictive_accuracy 0.8666666666666667 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.8666666666666667 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 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 0.9333333333333333 [1,1,0.8] recall 0.8 [0.8,0.6,1] recall 0.8666666666666667 [0.8,0.8,1] recall 1 [1,1,1] recall 1 [1,1,1] recall 0.8666666666666667 [1,0.6,1] recall 1 [1,1,1] recall 0.9333333333333333 [1,1,0.8] recall 0.9333333333333333 [1,0.8,1] recall 0.9333333333333333 [1,0.8,1] relative_absolute_error 0.2804535663274819 relative_absolute_error 0.3089863944687409 relative_absolute_error 0.26636728412437743 relative_absolute_error 0.1808026866489195 relative_absolute_error 0.14129662593151246 relative_absolute_error 0.2603810190450209 relative_absolute_error 0.1623560536019204 relative_absolute_error 0.18538190949048347 relative_absolute_error 0.18399163969184992 relative_absolute_error 0.22089743983406143 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 0.23131653455908802 root_mean_squared_error 0.2513987068284162 root_mean_squared_error 0.23860484208978516 root_mean_squared_error 0.1481869798871016 root_mean_squared_error 0.11602249753685423 root_mean_squared_error 0.25367182394963583 root_mean_squared_error 0.1259015958271986 root_mean_squared_error 0.21410262674863426 root_mean_squared_error 0.17120693143688046 root_mean_squared_error 0.18896268095579064 root_relative_squared_error 0.49069647056191046 root_relative_squared_error 0.5332971911397056 root_relative_squared_error 0.5061573055968972 root_relative_squared_error 0.3143520550851722 root_relative_squared_error 0.2461208843355274 root_relative_squared_error 0.5381192007322426 root_relative_squared_error 0.26707761651486017 root_relative_squared_error 0.45418025773143467 root_relative_squared_error 0.36318474661547534 root_relative_squared_error 0.4008503792850889 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 23.68982700863853 usercpu_time_millis 20.82704799977364 usercpu_time_millis 18.480618004105054 usercpu_time_millis 16.41844199184561 usercpu_time_millis 17.16371899965452 usercpu_time_millis 16.81185899360571 usercpu_time_millis 16.60499600257026 usercpu_time_millis 17.258637999475468 usercpu_time_millis 16.917634005949367 usercpu_time_millis 16.756038996391 usercpu_time_millis_testing 1.104804003261961 usercpu_time_millis_testing 0.9731960017234087 usercpu_time_millis_testing 0.8692019982845522 usercpu_time_millis_testing 0.8326909955940209 usercpu_time_millis_testing 0.8127100009005517 usercpu_time_millis_testing 0.8055619982769713 usercpu_time_millis_testing 0.8128390036290511 usercpu_time_millis_testing 0.8167209962266497 usercpu_time_millis_testing 0.8126940010697581 usercpu_time_millis_testing 0.8011359968804754 usercpu_time_millis_training 22.58502300537657 usercpu_time_millis_training 19.85385199805023 usercpu_time_millis_training 17.6114160058205 usercpu_time_millis_training 15.58575099625159 usercpu_time_millis_training 16.35100899875397 usercpu_time_millis_training 16.00629699532874 usercpu_time_millis_training 15.79215699894121 usercpu_time_millis_training 16.441917003248818 usercpu_time_millis_training 16.10494000487961 usercpu_time_millis_training 15.954902999510523