10370091 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) 8225438 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 0.12516163437864822 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.9770303548419323 13389 decision_function_shape "ovr" 13389 degree 1 13389 gamma 0.007398869211490563 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 42823 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 21661887 description https://api.openml.org/data/download/21661887/description.xml -1 21661888 predictions https://api.openml.org/data/download/21661888/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 33.87522100001661 usercpu_time_millis 31.947109000611817 usercpu_time_millis 31.695103999481944 usercpu_time_millis 32.42279499954748 usercpu_time_millis 30.97941800024273 usercpu_time_millis 31.727128000056837 usercpu_time_millis 32.25876000033168 usercpu_time_millis 31.945246999384835 usercpu_time_millis 31.216895999932603 usercpu_time_millis 32.87119400010852 usercpu_time_millis_testing 2.2600439997404465 usercpu_time_millis_testing 2.2168310006236425 usercpu_time_millis_testing 2.234859999589389 usercpu_time_millis_testing 2.2212279991435935 usercpu_time_millis_testing 2.1807190005347366 usercpu_time_millis_testing 2.23365100009687 usercpu_time_millis_testing 2.181569000640593 usercpu_time_millis_testing 2.2698679995301063 usercpu_time_millis_testing 2.1849469994776882 usercpu_time_millis_testing 2.2333099996103556 usercpu_time_millis_training 31.615177000276162 usercpu_time_millis_training 29.730277999988175 usercpu_time_millis_training 29.460243999892555 usercpu_time_millis_training 30.201567000403884 usercpu_time_millis_training 28.798698999707995 usercpu_time_millis_training 29.493476999959967 usercpu_time_millis_training 30.077190999691084 usercpu_time_millis_training 29.67537899985473 usercpu_time_millis_training 29.031949000454915 usercpu_time_millis_training 30.63788400049816 wall_clock_time_millis 33.88166427612305 wall_clock_time_millis 31.954288482666016 wall_clock_time_millis 31.701326370239258 wall_clock_time_millis 32.42945671081543 wall_clock_time_millis 30.985355377197266 wall_clock_time_millis 31.73351287841797 wall_clock_time_millis 32.26494789123535 wall_clock_time_millis 31.953096389770508 wall_clock_time_millis 31.224489212036133 wall_clock_time_millis 32.87792205810547 wall_clock_time_millis_testing 2.2628307342529297 wall_clock_time_millis_testing 2.219676971435547 wall_clock_time_millis_testing 2.238035202026367 wall_clock_time_millis_testing 2.224445343017578 wall_clock_time_millis_testing 2.183675765991211 wall_clock_time_millis_testing 2.2361278533935547 wall_clock_time_millis_testing 2.184629440307617 wall_clock_time_millis_testing 2.2733211517333984 wall_clock_time_millis_testing 2.1882057189941406 wall_clock_time_millis_testing 2.2361278533935547 wall_clock_time_millis_training 31.618833541870117 wall_clock_time_millis_training 29.73461151123047 wall_clock_time_millis_training 29.46329116821289 wall_clock_time_millis_training 30.20501136779785 wall_clock_time_millis_training 28.801679611206055 wall_clock_time_millis_training 29.497385025024414 wall_clock_time_millis_training 30.080318450927734 wall_clock_time_millis_training 29.67977523803711 wall_clock_time_millis_training 29.036283493041992 wall_clock_time_millis_training 30.641794204711914