10370613 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) 8225960 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 48452.94589563932 13389 cache_size 200 13389 class_weight null 13389 coef0 0.04048723473360227 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 6.678631422977849e-05 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 25118 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 21662931 description https://api.openml.org/data/download/21662931/description.xml -1 21662932 predictions https://api.openml.org/data/download/21662932/predictions.arff area_under_roc_curve 0.524036041477902 [0.524036,0.524036] average_cost 0 f_measure 0.9035099078420257 [0.963901,0.094118] kappa 0.08212139778358273 kb_relative_information_score 0.24858053712897077 mean_absolute_error 0.06943192064923355 mean_prior_absolute_error 0.12988972477049396 number_of_instances 1109 [1032,77] precision 0.9035842487647512 [0.933697,0.5] predictive_accuracy 0.9305680793507665 prior_entropy 0.36380676688852276 recall 0.9305680793507665 [0.996124,0.051948] 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 0.5714285714285714 [0.571429,0.571429] area_under_roc_curve 0.49038461538461536 [0.490385,0.490385] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5625 [0.5625,0.5625] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5625 [0.5625,0.5625] area_under_roc_curve 0.5576456310679612 [0.557646,0.557646] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.49514563106796117 [0.495146,0.495146] 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 0.8973480522776298 [0.957746,0] f_measure 0.9134486599275331 [0.967136,0.222222] f_measure 0.9134486599275331 [0.967136,0.222222] f_measure 0.9073261941186469 [0.962264,0.2] f_measure 0.9010291595197255 [0.962264,0] kappa 0.23798627002288333 kappa -0.028836251287332113 kappa 0 kappa 0 kappa 0.20956256358087416 kappa 0 kappa 0.20956256358087416 kappa 0.17625231910946135 kappa 0 kappa -0.01616628175519612 kb_relative_information_score 0.3741709080482253 kb_relative_information_score 0.06125636207233823 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.33548105840194276 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.33548105840194276 kb_relative_information_score 0.2405497810307917 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.1632332215233837 mean_absolute_error 0.05405405405405406 mean_absolute_error 0.08108108108108109 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07272727272727272 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 0.8767666749318126 [0.93578,0] precision 0.940950040950041 [0.936364,1] precision 0.940950040950041 [0.936364,1] precision 0.9043722621704273 [0.93578,0.5] precision 0.8762301918265222 [0.93578,0] predictive_accuracy 0.9459459459459459 predictive_accuracy 0.9189189189189189 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9369369369369369 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9369369369369369 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9272727272727274 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 0.918918918918919 [0.980769,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9369369369369369 [1,0.125] recall 0.9279279279279279 [1,0] recall 0.9369369369369369 [1,0.125] recall 0.9279279279279279 [0.990291,0.125] recall 0.9279279279279279 [1,0] recall 0.9272727272727272 [0.990291,0] relative_absolute_error 0.4344652284429384 relative_absolute_error 0.6516978426644077 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.4771751135108604 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.4771751135108604 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5822469701932527 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 0.2847473987257497 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2511236011669613 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2511236011669613 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.26967994498529685 root_relative_squared_error 0.9560573466910262 root_relative_squared_error 1.1709263321160848 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 0.9710366227212378 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 0.9710366227212378 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.1043746440885092 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 468.64234399981797 usercpu_time_millis 270.56241299942485 usercpu_time_millis 272.09675699941727 usercpu_time_millis 434.72105500040925 usercpu_time_millis 236.5958700002011 usercpu_time_millis 349.7670990000188 usercpu_time_millis 264.4723230005184 usercpu_time_millis 230.45082299995556 usercpu_time_millis 383.12348799991014 usercpu_time_millis 421.65220599963504 usercpu_time_millis_testing 2.3148179998315754 usercpu_time_millis_testing 2.213234999544511 usercpu_time_millis_testing 2.2864959992148215 usercpu_time_millis_testing 2.288421999764978 usercpu_time_millis_testing 2.32423400029802 usercpu_time_millis_testing 2.259926000078849 usercpu_time_millis_testing 2.2876680004628724 usercpu_time_millis_testing 2.1767319994978607 usercpu_time_millis_testing 2.285465000568365 usercpu_time_millis_testing 1.4778739996472723 usercpu_time_millis_training 466.3275259999864 usercpu_time_millis_training 268.34917799988034 usercpu_time_millis_training 269.81026100020244 usercpu_time_millis_training 432.4326330006443 usercpu_time_millis_training 234.27163599990308 usercpu_time_millis_training 347.50717299993994 usercpu_time_millis_training 262.1846550000555 usercpu_time_millis_training 228.2740910004577 usercpu_time_millis_training 380.8380229993418 usercpu_time_millis_training 420.17433199998777 wall_clock_time_millis 468.6558246612549 wall_clock_time_millis 270.582914352417 wall_clock_time_millis 272.1068859100342 wall_clock_time_millis 434.7350597381592 wall_clock_time_millis 236.60850524902344 wall_clock_time_millis 349.7791290283203 wall_clock_time_millis 264.4848823547363 wall_clock_time_millis 230.46112060546875 wall_clock_time_millis 383.1357955932617 wall_clock_time_millis 421.6749668121338 wall_clock_time_millis_testing 2.3186206817626953 wall_clock_time_millis_testing 2.216339111328125 wall_clock_time_millis_testing 2.2902488708496094 wall_clock_time_millis_testing 2.292633056640625 wall_clock_time_millis_testing 2.3276805877685547 wall_clock_time_millis_testing 2.2628307342529297 wall_clock_time_millis_testing 2.292633056640625 wall_clock_time_millis_testing 2.179861068725586 wall_clock_time_millis_testing 2.288818359375 wall_clock_time_millis_testing 1.481771469116211 wall_clock_time_millis_training 466.3372039794922 wall_clock_time_millis_training 268.36657524108887 wall_clock_time_millis_training 269.81663703918457 wall_clock_time_millis_training 432.44242668151855 wall_clock_time_millis_training 234.28082466125488 wall_clock_time_millis_training 347.5162982940674 wall_clock_time_millis_training 262.1922492980957 wall_clock_time_millis_training 228.28125953674316 wall_clock_time_millis_training 380.8469772338867 wall_clock_time_millis_training 420.1931953430176