10370428 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) 8225775 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 1913.7930621122962 13389 cache_size 200 13389 class_weight null 13389 coef0 0.2637517935949938 13389 decision_function_shape "ovr" 13389 degree 1 13389 gamma 0.04629480989606259 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 22216 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 21662561 description https://api.openml.org/data/download/21662561/description.xml -1 21662562 predictions https://api.openml.org/data/download/21662562/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 0.25833923145197096 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 0.4951923076923077 [0.495192,0.495192] 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 0.5625 [0.5625,0.5625] 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 0.9019112570514438 [0.962617,0] f_measure 0.9134486599275331 [0.967136,0.222222] kappa 0.23798627002288333 kappa -0.01601830663615609 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0.20956256358087416 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.3741709080482253 kb_relative_information_score 0.16556121073096747 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 0.33548105840194276 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 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.06306306306306306 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 0.8773136773136774 [0.936364,0] precision 0.940950040950041 [0.936364,1] predictive_accuracy 0.9459459459459459 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9369369369369369 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 0.9279279279279279 [0.990385,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9369369369369369 [1,0.125] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9363636363636364 [1,0] relative_absolute_error 0.4344652284429384 relative_absolute_error 0.5792869712572513 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.4771751135108604 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 0.2684624220856097 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 0.2511236011669613 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 1.1039599329455667 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 0.9710366227212378 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 11459.969872000329 usercpu_time_millis 10447.45392599998 usercpu_time_millis 10701.479583999571 usercpu_time_millis 10603.949017999184 usercpu_time_millis 10063.81803000022 usercpu_time_millis 9237.411206000615 usercpu_time_millis 9801.136281999788 usercpu_time_millis 7519.142766000186 usercpu_time_millis 10968.060326999876 usercpu_time_millis 5718.866119000268 usercpu_time_millis_testing 1.030481000270811 usercpu_time_millis_testing 1.0409790002086083 usercpu_time_millis_testing 0.9956670000974555 usercpu_time_millis_testing 1.551472999381076 usercpu_time_millis_testing 1.567506999890611 usercpu_time_millis_testing 1.0427460001665168 usercpu_time_millis_testing 1.0525759998927242 usercpu_time_millis_testing 1.0397699998065946 usercpu_time_millis_testing 1.021301000037056 usercpu_time_millis_testing 1.0403590003988938 usercpu_time_millis_training 11458.939391000058 usercpu_time_millis_training 10446.412946999772 usercpu_time_millis_training 10700.483916999474 usercpu_time_millis_training 10602.397544999803 usercpu_time_millis_training 10062.25052300033 usercpu_time_millis_training 9236.368460000449 usercpu_time_millis_training 9800.083705999896 usercpu_time_millis_training 7518.10299600038 usercpu_time_millis_training 10967.039025999838 usercpu_time_millis_training 5717.825759999869 wall_clock_time_millis 11460.171937942505 wall_clock_time_millis 10447.624683380127 wall_clock_time_millis 10701.851844787598 wall_clock_time_millis 10604.138612747192 wall_clock_time_millis 10063.995599746704 wall_clock_time_millis 9237.552642822266 wall_clock_time_millis 9801.286220550537 wall_clock_time_millis 7519.261121749878 wall_clock_time_millis 10968.230962753296 wall_clock_time_millis 5718.953371047974 wall_clock_time_millis_testing 1.0325908660888672 wall_clock_time_millis_testing 1.0437965393066406 wall_clock_time_millis_testing 0.9984970092773438 wall_clock_time_millis_testing 1.5544891357421875 wall_clock_time_millis_testing 1.5707015991210938 wall_clock_time_millis_testing 1.0454654693603516 wall_clock_time_millis_testing 1.0554790496826172 wall_clock_time_millis_testing 1.0426044464111328 wall_clock_time_millis_testing 1.024007797241211 wall_clock_time_millis_testing 1.0426044464111328 wall_clock_time_millis_training 11459.139347076416 wall_clock_time_millis_training 10446.58088684082 wall_clock_time_millis_training 10700.85334777832 wall_clock_time_millis_training 10602.58412361145 wall_clock_time_millis_training 10062.424898147583 wall_clock_time_millis_training 9236.507177352905 wall_clock_time_millis_training 9800.230741500854 wall_clock_time_millis_training 7518.218517303467 wall_clock_time_millis_training 10967.206954956055 wall_clock_time_millis_training 5717.9107666015625