10370600 8323 Heinrich Peters 3918 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8225947 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 35.67606386717542 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.534873271170256 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 9.633796731664586e-06 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 20282 13389 shrinking true 13389 tol 0.001 13389 verbose false 13389 memory null 16345 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}] 16345 verbose false 16345 openml-python Sklearn_0.21.2. 1068 pc1 https://www.openml.org/data/download/53951/pc1.arff -1 21662905 description https://api.openml.org/data/download/21662905/description.xml -1 21662906 predictions https://api.openml.org/data/download/21662906/predictions.arff area_under_roc_curve 0.5 [0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score 0.24858053712897057 mean_absolute_error 0.06943192064923355 mean_prior_absolute_error 0.12988972477049396 number_of_instances 1109 [1032,77] predictive_accuracy 0.9305680793507665 prior_entropy 0.36380676688852276 recall 0.9305680793507665 [1,0] relative_absolute_error 0.5345451364371963 root_mean_prior_squared_error 0.25418837468358885 root_mean_squared_error 0.26349937504524285 root_relative_squared_error 1.0366303155022107 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 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 0.2698660593895962 kb_relative_information_score 0.2698660593895962 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.2678290688329606 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.06363636363636363 mean_prior_absolute_error 0.12441514421712434 mean_prior_absolute_error 0.12441514421712434 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1249079453399885 number_of_instances 111 [104,7] number_of_instances 111 [104,7] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 110 [103,7] predictive_accuracy 0.9369369369369369 predictive_accuracy 0.9369369369369369 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9363636363636364 prior_entropy 0.3400686187404258 prior_entropy 0.3400686187404258 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.3422054374333021 recall 0.9369369369369369 [1,0] recall 0.9369369369369369 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9363636363636364 [1,0] relative_absolute_error 0.5068760998500949 relative_absolute_error 0.5068760998500949 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5094660989190961 root_mean_prior_squared_error 0.24318130946048286 root_mean_prior_squared_error 0.24318130946048286 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.24419244540685378 root_mean_squared_error 0.2511236011669613 root_mean_squared_error 0.2511236011669613 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2522624895547565 root_relative_squared_error 1.032659959452061 root_relative_squared_error 1.032659959452061 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.033047886204903 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 31.82126700085064 usercpu_time_millis 31.598554000083823 usercpu_time_millis 30.4052560004493 usercpu_time_millis 31.934581999848888 usercpu_time_millis 31.181233000097563 usercpu_time_millis 31.149813000411086 usercpu_time_millis 31.648543999835965 usercpu_time_millis 30.45500499956688 usercpu_time_millis 30.653023999548168 usercpu_time_millis 31.82293700047012 usercpu_time_millis_testing 2.2537150007337914 usercpu_time_millis_testing 2.2539040000992827 usercpu_time_millis_testing 2.2256729998844094 usercpu_time_millis_testing 2.2352919995682896 usercpu_time_millis_testing 2.1971199994368362 usercpu_time_millis_testing 2.1909890001552412 usercpu_time_millis_testing 2.2099869993326138 usercpu_time_millis_testing 2.2158359997774824 usercpu_time_millis_testing 2.1839199998794356 usercpu_time_millis_testing 2.2110640002210857 usercpu_time_millis_training 29.567552000116848 usercpu_time_millis_training 29.34464999998454 usercpu_time_millis_training 28.17958300056489 usercpu_time_millis_training 29.699290000280598 usercpu_time_millis_training 28.984113000660727 usercpu_time_millis_training 28.958824000255845 usercpu_time_millis_training 29.43855700050335 usercpu_time_millis_training 28.2391689997894 usercpu_time_millis_training 28.469103999668732 usercpu_time_millis_training 29.611873000249034 wall_clock_time_millis 31.827926635742188 wall_clock_time_millis 31.605958938598633 wall_clock_time_millis 30.413389205932617 wall_clock_time_millis 31.94260597229004 wall_clock_time_millis 31.19039535522461 wall_clock_time_millis 31.158447265625 wall_clock_time_millis 31.656265258789062 wall_clock_time_millis 30.46393394470215 wall_clock_time_millis 30.66229820251465 wall_clock_time_millis 31.83150291442871 wall_clock_time_millis_testing 2.2563934326171875 wall_clock_time_millis_testing 2.256631851196289 wall_clock_time_millis_testing 2.2287368774414062 wall_clock_time_millis_testing 2.2382736206054688 wall_clock_time_millis_testing 2.2013187408447266 wall_clock_time_millis_testing 2.1941661834716797 wall_clock_time_millis_testing 2.213001251220703 wall_clock_time_millis_testing 2.218961715698242 wall_clock_time_millis_testing 2.1877288818359375 wall_clock_time_millis_testing 2.2139549255371094 wall_clock_time_millis_training 29.571533203125 wall_clock_time_millis_training 29.349327087402344 wall_clock_time_millis_training 28.18465232849121 wall_clock_time_millis_training 29.70433235168457 wall_clock_time_millis_training 28.989076614379883 wall_clock_time_millis_training 28.96428108215332 wall_clock_time_millis_training 29.44326400756836 wall_clock_time_millis_training 28.244972229003906 wall_clock_time_millis_training 28.47456932067871 wall_clock_time_millis_training 29.6175479888916