10325167 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) 8180852 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 12.383653966672204 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.7815414630792017 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 23094 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 21572020 description https://api.openml.org/data/download/21572020/description.xml -1 21572021 predictions https://api.openml.org/data/download/21572021/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 15.607075998559594 usercpu_time_millis 16.289395996864187 usercpu_time_millis 16.49745100075961 usercpu_time_millis 15.580548002617434 usercpu_time_millis 14.957137002056697 usercpu_time_millis 15.109252999536693 usercpu_time_millis 15.567448001092998 usercpu_time_millis 15.731261999462731 usercpu_time_millis 15.562054002657533 usercpu_time_millis 14.489429999230197 usercpu_time_millis_testing 1.3144580007065088 usercpu_time_millis_testing 1.3769189972663298 usercpu_time_millis_testing 1.3522810004360508 usercpu_time_millis_testing 1.3250640004116576 usercpu_time_millis_testing 1.318072001595283 usercpu_time_millis_testing 1.3537300001189578 usercpu_time_millis_testing 1.3986900012241676 usercpu_time_millis_testing 1.3974389985378366 usercpu_time_millis_testing 1.5256570004567038 usercpu_time_millis_testing 1.3644840000779368 usercpu_time_millis_training 14.292617997853085 usercpu_time_millis_training 14.912476999597857 usercpu_time_millis_training 15.14517000032356 usercpu_time_millis_training 14.255484002205776 usercpu_time_millis_training 13.639065000461414 usercpu_time_millis_training 13.755522999417735 usercpu_time_millis_training 14.16875799986883 usercpu_time_millis_training 14.333823000924895 usercpu_time_millis_training 14.036397002200829 usercpu_time_millis_training 13.12494599915226 wall_clock_time_millis 15.618085861206055 wall_clock_time_millis 16.302824020385742 wall_clock_time_millis 16.510725021362305 wall_clock_time_millis 15.595436096191406 wall_clock_time_millis 14.972448348999023 wall_clock_time_millis 15.121936798095703 wall_clock_time_millis 15.582561492919922 wall_clock_time_millis 15.744924545288086 wall_clock_time_millis 15.57779312133789 wall_clock_time_millis 14.503717422485352 wall_clock_time_millis_testing 1.3201236724853516 wall_clock_time_millis_testing 1.3842582702636719 wall_clock_time_millis_testing 1.3594627380371094 wall_clock_time_millis_testing 1.3322830200195312 wall_clock_time_millis_testing 1.325845718383789 wall_clock_time_millis_testing 1.3599395751953125 wall_clock_time_millis_testing 1.4050006866455078 wall_clock_time_millis_testing 1.4047622680664062 wall_clock_time_millis_testing 1.5339851379394531 wall_clock_time_millis_testing 1.371622085571289 wall_clock_time_millis_training 14.297962188720703 wall_clock_time_millis_training 14.91856575012207 wall_clock_time_millis_training 15.151262283325195 wall_clock_time_millis_training 14.263153076171875 wall_clock_time_millis_training 13.646602630615234 wall_clock_time_millis_training 13.76199722290039 wall_clock_time_millis_training 14.177560806274414 wall_clock_time_millis_training 14.34016227722168 wall_clock_time_millis_training 14.043807983398438 wall_clock_time_millis_training 13.132095336914062