10325429 8323 Heinrich Peters 10093 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8181114 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 55.165796360188416 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.4714085691536092 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.05043886196568742 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 53661 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. 1462 banknote-authentication https://www.openml.org/data/download/1586223/php50jXam -1 21572544 description https://api.openml.org/data/download/21572544/description.xml -1 21572545 predictions https://api.openml.org/data/download/21572545/predictions.arff area_under_roc_curve 1 [1,1] average_cost 0 f_measure 1 [1,1] kappa 1 kb_relative_information_score 1 mean_absolute_error 0 mean_prior_absolute_error 0.49387203415364794 number_of_instances 1372 [762,610] precision 1 [1,1] predictive_accuracy 1 prior_entropy 0.9911281447384036 recall 1 [1,1] relative_absolute_error 0 root_mean_prior_squared_error 0.4969220835611905 root_mean_squared_error 0 root_relative_squared_error 0 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] 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 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_prior_absolute_error 0.49358690378246245 mean_prior_absolute_error 0.49358690378246245 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 number_of_instances 138 [77,61] number_of_instances 138 [77,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 prior_entropy 0.9903020513891087 prior_entropy 0.9903020513891087 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 root_mean_prior_squared_error 0.49663510423610374 root_mean_prior_squared_error 0.49663510423610374 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 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 total_cost 0 usercpu_time_millis 10.846922999917297 usercpu_time_millis 11.092274995462503 usercpu_time_millis 11.013506002200302 usercpu_time_millis 10.924711004918208 usercpu_time_millis 10.152287002711091 usercpu_time_millis 10.66161699782242 usercpu_time_millis 8.814490000077058 usercpu_time_millis 10.26533699769061 usercpu_time_millis 13.39270700191264 usercpu_time_millis 11.432646999310236 usercpu_time_millis_testing 0.9912950008583721 usercpu_time_millis_testing 0.9940639974956866 usercpu_time_millis_testing 0.9618840012990404 usercpu_time_millis_testing 1.241427002241835 usercpu_time_millis_testing 0.8724250001250766 usercpu_time_millis_testing 0.8896330000425223 usercpu_time_millis_testing 0.8434830015175976 usercpu_time_millis_testing 0.9200619970215484 usercpu_time_millis_testing 0.9829030022956431 usercpu_time_millis_testing 0.9095280001929495 usercpu_time_millis_training 9.855627999058925 usercpu_time_millis_training 10.098210997966817 usercpu_time_millis_training 10.051622000901261 usercpu_time_millis_training 9.683284002676373 usercpu_time_millis_training 9.279862002586015 usercpu_time_millis_training 9.771983997779898 usercpu_time_millis_training 7.97100699855946 usercpu_time_millis_training 9.345275000669062 usercpu_time_millis_training 12.409803999616997 usercpu_time_millis_training 10.523118999117287 wall_clock_time_millis 24.152755737304688 wall_clock_time_millis 31.122207641601562 wall_clock_time_millis 27.01568603515625 wall_clock_time_millis 26.932477951049805 wall_clock_time_millis 10.161161422729492 wall_clock_time_millis 10.671138763427734 wall_clock_time_millis 8.822917938232422 wall_clock_time_millis 26.256084442138672 wall_clock_time_millis 29.39772605895996 wall_clock_time_millis 11.441707611083984 wall_clock_time_millis_testing 0.9975433349609375 wall_clock_time_millis_testing 0.99945068359375 wall_clock_time_millis_testing 0.9653568267822266 wall_clock_time_millis_testing 17.245769500732422 wall_clock_time_millis_testing 0.8757114410400391 wall_clock_time_millis_testing 0.8938312530517578 wall_clock_time_millis_testing 0.8473396301269531 wall_clock_time_millis_testing 0.9243488311767578 wall_clock_time_millis_testing 0.9868144989013672 wall_clock_time_millis_testing 0.9131431579589844 wall_clock_time_millis_training 23.15521240234375 wall_clock_time_millis_training 30.122756958007812 wall_clock_time_millis_training 26.050329208374023 wall_clock_time_millis_training 9.686708450317383 wall_clock_time_millis_training 9.285449981689453 wall_clock_time_millis_training 9.777307510375977 wall_clock_time_millis_training 7.975578308105469 wall_clock_time_millis_training 25.331735610961914 wall_clock_time_millis_training 28.410911560058594 wall_clock_time_millis_training 10.528564453125