10370083 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) 8225430 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 0.6272435651551626 13389 cache_size 200 13389 class_weight null 13389 coef0 0.28238925509690915 13389 decision_function_shape "ovr" 13389 degree 1 13389 gamma 0.004979268646665967 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 50412 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 21661871 description https://api.openml.org/data/download/21661871/description.xml -1 21661872 predictions https://api.openml.org/data/download/21661872/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 34.12393399958091 usercpu_time_millis 34.2333629996574 usercpu_time_millis 26.543543001025682 usercpu_time_millis 22.907467999175424 usercpu_time_millis 33.34495699891704 usercpu_time_millis 22.974515000896645 usercpu_time_millis 23.026978999951098 usercpu_time_millis 22.435728999880666 usercpu_time_millis 23.596978999194107 usercpu_time_millis 22.240364000936097 usercpu_time_millis_testing 2.197181999690656 usercpu_time_millis_testing 2.1447210001497297 usercpu_time_millis_testing 1.4839920004305895 usercpu_time_millis_testing 1.3579899996329914 usercpu_time_millis_testing 2.0693399992524064 usercpu_time_millis_testing 1.3591710003311164 usercpu_time_millis_testing 1.3856810001016129 usercpu_time_millis_testing 1.3198759997976595 usercpu_time_millis_testing 1.3797729998259456 usercpu_time_millis_testing 1.3425320003079833 usercpu_time_millis_training 31.926751999890257 usercpu_time_millis_training 32.08864199950767 usercpu_time_millis_training 25.059551000595093 usercpu_time_millis_training 21.549477999542432 usercpu_time_millis_training 31.275616999664635 usercpu_time_millis_training 21.61534400056553 usercpu_time_millis_training 21.641297999849485 usercpu_time_millis_training 21.115853000083007 usercpu_time_millis_training 22.21720599936816 usercpu_time_millis_training 20.897832000628114 wall_clock_time_millis 34.12914276123047 wall_clock_time_millis 34.238338470458984 wall_clock_time_millis 26.549816131591797 wall_clock_time_millis 22.91083335876465 wall_clock_time_millis 33.35213661193848 wall_clock_time_millis 22.979021072387695 wall_clock_time_millis 23.03147315979004 wall_clock_time_millis 22.439956665039062 wall_clock_time_millis 23.601055145263672 wall_clock_time_millis 22.243499755859375 wall_clock_time_millis_testing 2.1996498107910156 wall_clock_time_millis_testing 2.1474361419677734 wall_clock_time_millis_testing 1.4865398406982422 wall_clock_time_millis_testing 1.360177993774414 wall_clock_time_millis_testing 2.0723342895507812 wall_clock_time_millis_testing 1.361846923828125 wall_clock_time_millis_testing 1.3880729675292969 wall_clock_time_millis_testing 1.322031021118164 wall_clock_time_millis_testing 1.3818740844726562 wall_clock_time_millis_testing 1.3446807861328125 wall_clock_time_millis_training 31.929492950439453 wall_clock_time_millis_training 32.09090232849121 wall_clock_time_millis_training 25.063276290893555 wall_clock_time_millis_training 21.550655364990234 wall_clock_time_millis_training 31.279802322387695 wall_clock_time_millis_training 21.61717414855957 wall_clock_time_millis_training 21.643400192260742 wall_clock_time_millis_training 21.1179256439209 wall_clock_time_millis_training 22.219181060791016 wall_clock_time_millis_training 20.898818969726562