10559536 8323 Heinrich Peters 10093 Supervised Classification 17494 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(4) 8270395 copy true 17405 with_mean true 17405 with_std true 17405 add_indicator false 17407 copy true 17407 fill_value null 17407 missing_values NaN 17407 strategy "median" 17407 verbose 0 17407 memory null 17494 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"}}] 17494 verbose false 17494 C 15.690273823876444 17495 cache_size 200 17495 class_weight null 17495 coef0 0.30581799832036705 17495 decision_function_shape "ovr" 17495 degree 2 17495 gamma 1.0669788592014713 17495 kernel "rbf" 17495 max_iter -1 17495 probability true 17495 random_state 1 17495 shrinking true 17495 tol 0.001 17495 verbose false 17495 openml-python Sklearn_0.21.2. 1462 banknote-authentication https://www.openml.org/data/download/1586223/php50jXam -1 22044053 description https://api.openml.org/data/download/22044053/description.xml -1 22044054 predictions https://api.openml.org/data/download/22044054/predictions.arff area_under_roc_curve 1 [1,1] average_cost 0 f_measure 0.9992711962106418 [0.999343,0.999181] kappa 0.9985244011563876 kb_relative_information_score 0.9965971184221122 mean_absolute_error 0.0021216503192947743 mean_prior_absolute_error 0.49387203415364794 weighted_recall 0.999271137026239 [0.998688,1] number_of_instances 1372 [762,610] precision 0.9992723299279965 [1,0.998363] predictive_accuracy 0.9992711370262392 prior_entropy 0.9911281447384036 relative_absolute_error 0.0042959515270603685 root_mean_prior_squared_error 0.4969220835611905 root_mean_squared_error 0.016578972388461573 root_relative_squared_error 0.03336332382261706 total_cost 0 unweighted_recall 0.9993438320209973 [0.998688,1] 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] 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 0.9927593990347404 [0.993464,0.99187] 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 0.9853347502656747 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kb_relative_information_score 0.9880106906768286 kb_relative_information_score 0.9984067720894859 kb_relative_information_score 0.9972068602540806 kb_relative_information_score 0.9970243476573225 kb_relative_information_score 0.9982215683509346 kb_relative_information_score 0.9968286067484413 kb_relative_information_score 0.9979906262026733 kb_relative_information_score 0.9979527640309891 kb_relative_information_score 0.997096894480961 kb_relative_information_score 0.9972743983602996 mean_absolute_error 0.0061334855952740585 mean_absolute_error 0.0010918718087310952 mean_absolute_error 0.0019111421555106274 mean_absolute_error 0.002037048059384637 mean_absolute_error 0.0012197423657499648 mean_absolute_error 0.002171637385874128 mean_absolute_error 0.0013778430717759972 mean_absolute_error 0.001404050265651069 mean_absolute_error 0.001985828439006112 mean_absolute_error 0.0018620872082862829 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 0.992870500233754 [1,0.983871] 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 0.9927536231884058 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 relative_absolute_error 0.012426353998195337 relative_absolute_error 0.002212116651320866 relative_absolute_error 0.0038691487009863347 relative_absolute_error 0.004124047931279582 relative_absolute_error 0.0024693948466217234 relative_absolute_error 0.00439652693879449 relative_absolute_error 0.0027894731514102045 relative_absolute_error 0.002842530183220137 relative_absolute_error 0.004020352700089606 relative_absolute_error 0.003769835897497202 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 0.051274901066806836 root_mean_squared_error 0.0018734623866778484 root_mean_squared_error 0.004011581815051406 root_mean_squared_error 0.003890989053688723 root_mean_squared_error 0.002137690248670359 root_mean_squared_error 0.003871369674625567 root_mean_squared_error 0.0023961737096299647 root_mean_squared_error 0.002316114398746487 root_mean_squared_error 0.004212808693625418 root_mean_squared_error 0.004598984725230659 root_relative_squared_error 0.1032446168815936 root_relative_squared_error 0.0037723116442996978 root_relative_squared_error 0.008071685340307267 root_relative_squared_error 0.007829041199189115 root_relative_squared_error 0.004301236728507112 root_relative_squared_error 0.007789565136710261 root_relative_squared_error 0.0048213301127954244 root_relative_squared_error 0.004660243141170245 root_relative_squared_error 0.008476573018222126 root_relative_squared_error 0.009253596037269319 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 unweighted_recall 0.9935064935064934 [0.987013,1] unweighted_recall 1 [1,1] unweighted_recall 1 [1,1] unweighted_recall 1 [1,1] unweighted_recall 1 [1,1] unweighted_recall 1 [1,1] unweighted_recall 1 [1,1] unweighted_recall 1 [1,1] unweighted_recall 1 [1,1] unweighted_recall 1 [1,1] usercpu_time_millis 50.43199999999892 usercpu_time_millis 60.41799999999853 usercpu_time_millis 54.87399999999809 usercpu_time_millis 54.07600000000201 usercpu_time_millis 50.78000000000138 usercpu_time_millis 46.437999999998425 usercpu_time_millis 46.345999999999776 usercpu_time_millis 45.32400000000081 usercpu_time_millis 49.04200000000003 usercpu_time_millis 44.935999999999865 usercpu_time_millis_testing 1.2799999999995038 usercpu_time_millis_testing 1.2839999999982865 usercpu_time_millis_testing 1.0959999999986536 usercpu_time_millis_testing 1.1260000000010706 usercpu_time_millis_testing 1.048000000000826 usercpu_time_millis_testing 1.1399999999994748 usercpu_time_millis_testing 0.9920000000001039 usercpu_time_millis_testing 1.0000000000012221 usercpu_time_millis_testing 1.1119999999991137 usercpu_time_millis_testing 1.0019999999997253 usercpu_time_millis_training 49.15199999999942 usercpu_time_millis_training 59.13400000000024 usercpu_time_millis_training 53.77799999999944 usercpu_time_millis_training 52.95000000000094 usercpu_time_millis_training 49.73200000000055 usercpu_time_millis_training 45.29799999999895 usercpu_time_millis_training 45.35399999999967 usercpu_time_millis_training 44.323999999999586 usercpu_time_millis_training 47.930000000000916 usercpu_time_millis_training 43.93400000000014 wall_clock_time_millis 25.89702606201172 wall_clock_time_millis 32.78517723083496 wall_clock_time_millis 28.45907211303711 wall_clock_time_millis 27.901887893676758 wall_clock_time_millis 26.093244552612305 wall_clock_time_millis 23.89693260192871 wall_clock_time_millis 23.41485023498535 wall_clock_time_millis 22.92776107788086 wall_clock_time_millis 24.76811408996582 wall_clock_time_millis 22.62282371520996 wall_clock_time_millis_testing 0.6520748138427734 wall_clock_time_millis_testing 0.6511211395263672 wall_clock_time_millis_testing 0.5502700805664062 wall_clock_time_millis_testing 0.5660057067871094 wall_clock_time_millis_testing 0.5261898040771484 wall_clock_time_millis_testing 0.5719661712646484 wall_clock_time_millis_testing 0.49877166748046875 wall_clock_time_millis_testing 0.5028247833251953 wall_clock_time_millis_testing 0.640869140625 wall_clock_time_millis_testing 0.5040168762207031 wall_clock_time_millis_training 25.244951248168945 wall_clock_time_millis_training 32.134056091308594 wall_clock_time_millis_training 27.908802032470703 wall_clock_time_millis_training 27.33588218688965 wall_clock_time_millis_training 25.567054748535156 wall_clock_time_millis_training 23.324966430664062 wall_clock_time_millis_training 22.916078567504883 wall_clock_time_millis_training 22.424936294555664 wall_clock_time_millis_training 24.12724494934082 wall_clock_time_millis_training 22.118806838989258 weighted_recall 0.9927536231884058 [0.987013,1] weighted_recall 1 [1,1] weighted_recall 1 [1,1] weighted_recall 1 [1,1] weighted_recall 1 [1,1] weighted_recall 1 [1,1] weighted_recall 1 [1,1] weighted_recall 1 [1,1] weighted_recall 1 [1,1] weighted_recall 1 [1,1]