10370456 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) 8225803 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 696.7376145562746 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.5281207174959481 13389 decision_function_shape "ovr" 13389 degree 1 13389 gamma 0.0001473666628496018 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 36125 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 21662617 description https://api.openml.org/data/download/21662617/description.xml -1 21662618 predictions https://api.openml.org/data/download/21662618/predictions.arff area_under_roc_curve 0.512502516862982 [0.512503,0.512503] average_cost 0 f_measure 0.900960548147186 [0.964453,0.05] kappa 0.04502707969815743 kb_relative_information_score 0.2583392314519714 mean_absolute_error 0.06853020739404869 mean_prior_absolute_error 0.12988972477049396 number_of_instances 1109 [1032,77] precision 0.9137524044327985 [0.932188,0.666667] predictive_accuracy 0.9314697926059513 prior_entropy 0.36380676688852276 recall 0.9314697926059513 [0.999031,0.025974] relative_absolute_error 0.5276029918081416 root_mean_prior_squared_error 0.25418837468358885 root_mean_squared_error 0.26178274846530414 root_relative_squared_error 1.0298769516551207 total_cost 0 area_under_roc_curve 0.5714285714285714 [0.571429,0.571429] 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 0.5576456310679612 [0.557646,0.557646] 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 f_measure 0.926433442788583 [0.971963,0.25] f_measure 0.9073261941186469 [0.962264,0.2] kappa 0.23798627002288333 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0.17625231910946135 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.3741709080482253 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 0.05405405405405406 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] precision 0.9488943488943489 [0.945455,1] precision 0.9043722621704273 [0.93578,0.5] predictive_accuracy 0.9459459459459459 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 0.9459459459459459 [1,0.142857] 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 [0.990291,0.125] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9363636363636364 [1,0] relative_absolute_error 0.4344652284429384 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 0.23249527748763857 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 0.9560573466910262 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 41.33251199982624 usercpu_time_millis 50.72385600033158 usercpu_time_millis 49.946713999815984 usercpu_time_millis 59.720311999626574 usercpu_time_millis 45.25600199940527 usercpu_time_millis 43.16582499996002 usercpu_time_millis 63.80508200072654 usercpu_time_millis 40.59078799946292 usercpu_time_millis 45.09980999955587 usercpu_time_millis 41.75719100112474 usercpu_time_millis_testing 1.533573999950022 usercpu_time_millis_testing 1.5488010003537056 usercpu_time_millis_testing 1.4469269999608514 usercpu_time_millis_testing 1.4812649997111293 usercpu_time_millis_testing 1.4735459999428713 usercpu_time_millis_testing 1.4825409998593386 usercpu_time_millis_testing 1.505328000348527 usercpu_time_millis_testing 1.4503299998978036 usercpu_time_millis_testing 1.4737909996256349 usercpu_time_millis_testing 1.4355640005305759 usercpu_time_millis_training 39.798937999876216 usercpu_time_millis_training 49.175054999977874 usercpu_time_millis_training 48.49978699985513 usercpu_time_millis_training 58.239046999915445 usercpu_time_millis_training 43.7824559994624 usercpu_time_millis_training 41.683284000100684 usercpu_time_millis_training 62.299754000378016 usercpu_time_millis_training 39.140457999565115 usercpu_time_millis_training 43.62601899993024 usercpu_time_millis_training 40.32162700059416 wall_clock_time_millis 41.339874267578125 wall_clock_time_millis 50.73285102844238 wall_clock_time_millis 49.95465278625488 wall_clock_time_millis 59.72766876220703 wall_clock_time_millis 45.26329040527344 wall_clock_time_millis 43.17188262939453 wall_clock_time_millis 63.812255859375 wall_clock_time_millis 40.598154067993164 wall_clock_time_millis 45.1204776763916 wall_clock_time_millis 41.76449775695801 wall_clock_time_millis_testing 1.5363693237304688 wall_clock_time_millis_testing 1.5521049499511719 wall_clock_time_millis_testing 1.4503002166748047 wall_clock_time_millis_testing 1.4841556549072266 wall_clock_time_millis_testing 1.476287841796875 wall_clock_time_millis_testing 1.4853477478027344 wall_clock_time_millis_testing 1.5082359313964844 wall_clock_time_millis_testing 1.4526844024658203 wall_clock_time_millis_testing 1.4772415161132812 wall_clock_time_millis_testing 1.4386177062988281 wall_clock_time_millis_training 39.803504943847656 wall_clock_time_millis_training 49.18074607849121 wall_clock_time_millis_training 48.50435256958008 wall_clock_time_millis_training 58.243513107299805 wall_clock_time_millis_training 43.78700256347656 wall_clock_time_millis_training 41.6865348815918 wall_clock_time_millis_training 62.304019927978516 wall_clock_time_millis_training 39.145469665527344 wall_clock_time_millis_training 43.64323616027832 wall_clock_time_millis_training 40.32588005065918