10370485 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) 8225832 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 1.0167588209539864 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.6354734369237474 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.0003345572257968965 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 42246 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 21662675 description https://api.openml.org/data/download/21662675/description.xml -1 21662676 predictions https://api.openml.org/data/download/21662676/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 24.842976999025268 usercpu_time_millis 24.41504999933386 usercpu_time_millis 24.08259900039411 usercpu_time_millis 23.741893000078562 usercpu_time_millis 24.02985200023977 usercpu_time_millis 23.78229499936424 usercpu_time_millis 25.448293999943417 usercpu_time_millis 23.87889100009488 usercpu_time_millis 23.9130899999509 usercpu_time_millis 24.573381000664085 usercpu_time_millis_testing 1.4144699998723809 usercpu_time_millis_testing 1.3934339995103073 usercpu_time_millis_testing 1.380632999826048 usercpu_time_millis_testing 1.3873440002498683 usercpu_time_millis_testing 1.3834370001859497 usercpu_time_millis_testing 1.4739809994352981 usercpu_time_millis_testing 1.5330989999711164 usercpu_time_millis_testing 1.4701720001539798 usercpu_time_millis_testing 1.390510999954131 usercpu_time_millis_testing 1.4509239999824786 usercpu_time_millis_training 23.428506999152887 usercpu_time_millis_training 23.021615999823553 usercpu_time_millis_training 22.701966000568063 usercpu_time_millis_training 22.354548999828694 usercpu_time_millis_training 22.64641500005382 usercpu_time_millis_training 22.30831399992894 usercpu_time_millis_training 23.9151949999723 usercpu_time_millis_training 22.408718999940902 usercpu_time_millis_training 22.522578999996767 usercpu_time_millis_training 23.122457000681607 wall_clock_time_millis 24.849414825439453 wall_clock_time_millis 24.419307708740234 wall_clock_time_millis 24.08766746520996 wall_clock_time_millis 23.74744415283203 wall_clock_time_millis 24.03545379638672 wall_clock_time_millis 23.807048797607422 wall_clock_time_millis 25.456666946411133 wall_clock_time_millis 23.886919021606445 wall_clock_time_millis 23.919343948364258 wall_clock_time_millis 24.579763412475586 wall_clock_time_millis_testing 1.4176368713378906 wall_clock_time_millis_testing 1.3964176177978516 wall_clock_time_millis_testing 1.3833045959472656 wall_clock_time_millis_testing 1.3904571533203125 wall_clock_time_millis_testing 1.3866424560546875 wall_clock_time_millis_testing 1.4774799346923828 wall_clock_time_millis_testing 1.5363693237304688 wall_clock_time_millis_testing 1.4731884002685547 wall_clock_time_millis_testing 1.3937950134277344 wall_clock_time_millis_testing 1.4538764953613281 wall_clock_time_millis_training 23.431777954101562 wall_clock_time_millis_training 23.022890090942383 wall_clock_time_millis_training 22.704362869262695 wall_clock_time_millis_training 22.35698699951172 wall_clock_time_millis_training 22.64881134033203 wall_clock_time_millis_training 22.32956886291504 wall_clock_time_millis_training 23.920297622680664 wall_clock_time_millis_training 22.41373062133789 wall_clock_time_millis_training 22.525548934936523 wall_clock_time_millis_training 23.125886917114258