10370032 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) 8225379 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 877.9239202633385 13389 cache_size 200 13389 class_weight null 13389 coef0 0.5310687015843991 13389 decision_function_shape "ovr" 13389 degree 1 13389 gamma 0.01855031591678096 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 20316 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 21661769 description https://api.openml.org/data/download/21661769/description.xml -1 21661770 predictions https://api.openml.org/data/download/21661770/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 2466.6492549995382 usercpu_time_millis 3546.1401020002086 usercpu_time_millis 2541.027494001355 usercpu_time_millis 2139.9455029995806 usercpu_time_millis 1039.5351810002467 usercpu_time_millis 1620.4970459994001 usercpu_time_millis 3365.98745900028 usercpu_time_millis 1685.882529999617 usercpu_time_millis 3122.4615000000995 usercpu_time_millis 2321.38649099943 usercpu_time_millis_testing 1.5995659996406175 usercpu_time_millis_testing 1.48357699981716 usercpu_time_millis_testing 1.5577190006297315 usercpu_time_millis_testing 1.017241999761609 usercpu_time_millis_testing 1.0031649999291403 usercpu_time_millis_testing 1.0621629999150173 usercpu_time_millis_testing 1.513621000412968 usercpu_time_millis_testing 1.5137119999053539 usercpu_time_millis_testing 1.5642600001228857 usercpu_time_millis_testing 1.5879889997449936 usercpu_time_millis_training 2465.0496889998976 usercpu_time_millis_training 3544.6565250003914 usercpu_time_millis_training 2539.4697750007253 usercpu_time_millis_training 2138.928260999819 usercpu_time_millis_training 1038.5320160003175 usercpu_time_millis_training 1619.4348829994851 usercpu_time_millis_training 3364.473837999867 usercpu_time_millis_training 1684.3688179997116 usercpu_time_millis_training 3120.8972399999766 usercpu_time_millis_training 2319.798501999685 wall_clock_time_millis 2468.970537185669 wall_clock_time_millis 3546.24080657959 wall_clock_time_millis 2541.7420864105225 wall_clock_time_millis 2140.43927192688 wall_clock_time_millis 1039.5662784576416 wall_clock_time_millis 1620.5251216888428 wall_clock_time_millis 3366.0476207733154 wall_clock_time_millis 1685.966968536377 wall_clock_time_millis 3122.511625289917 wall_clock_time_millis 2321.432590484619 wall_clock_time_millis_testing 1.6026496887207031 wall_clock_time_millis_testing 1.4865398406982422 wall_clock_time_millis_testing 1.5604496002197266 wall_clock_time_millis_testing 1.0194778442382812 wall_clock_time_millis_testing 1.0056495666503906 wall_clock_time_millis_testing 1.0645389556884766 wall_clock_time_millis_testing 1.5168190002441406 wall_clock_time_millis_testing 1.5168190002441406 wall_clock_time_millis_testing 1.5668869018554688 wall_clock_time_millis_testing 1.5916824340820312 wall_clock_time_millis_training 2467.3678874969482 wall_clock_time_millis_training 3544.7542667388916 wall_clock_time_millis_training 2540.1816368103027 wall_clock_time_millis_training 2139.4197940826416 wall_clock_time_millis_training 1038.5606288909912 wall_clock_time_millis_training 1619.4605827331543 wall_clock_time_millis_training 3364.5308017730713 wall_clock_time_millis_training 1684.4501495361328 wall_clock_time_millis_training 3120.9447383880615 wall_clock_time_millis_training 2319.840908050537