10325107 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) 8180793 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 4297.397059178814 13389 cache_size 200 13389 class_weight null 13389 coef0 0.013499300518863278 13389 decision_function_shape "ovr" 13389 degree 5 13389 gamma 0.1820082271280914 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 9828 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 21571900 description https://api.openml.org/data/download/21571900/description.xml -1 21571901 predictions https://api.openml.org/data/download/21571901/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 11.416158002248267 usercpu_time_millis 11.108171001978917 usercpu_time_millis 11.901760997716337 usercpu_time_millis 11.186432002432412 usercpu_time_millis 12.170545000117272 usercpu_time_millis 11.856628996611107 usercpu_time_millis 11.066134000429884 usercpu_time_millis 12.413379998179153 usercpu_time_millis 11.203112000657711 usercpu_time_millis 11.120995997771388 usercpu_time_millis_testing 0.8940490006352775 usercpu_time_millis_testing 0.973490001342725 usercpu_time_millis_testing 0.9686249977676198 usercpu_time_millis_testing 0.9543560008751228 usercpu_time_millis_testing 0.9686109988251701 usercpu_time_millis_testing 0.9621559984225314 usercpu_time_millis_testing 0.9399730006407481 usercpu_time_millis_testing 0.9885919971566182 usercpu_time_millis_testing 0.8991789982246701 usercpu_time_millis_testing 0.983369998721173 usercpu_time_millis_training 10.52210900161299 usercpu_time_millis_training 10.134681000636192 usercpu_time_millis_training 10.933135999948718 usercpu_time_millis_training 10.232076001557289 usercpu_time_millis_training 11.201934001292102 usercpu_time_millis_training 10.894472998188576 usercpu_time_millis_training 10.126160999789136 usercpu_time_millis_training 11.424788001022534 usercpu_time_millis_training 10.303933002433041 usercpu_time_millis_training 10.137625999050215 wall_clock_time_millis 11.426448822021484 wall_clock_time_millis 11.118173599243164 wall_clock_time_millis 11.914730072021484 wall_clock_time_millis 11.197805404663086 wall_clock_time_millis 12.182235717773438 wall_clock_time_millis 11.86990737915039 wall_clock_time_millis 11.07645034790039 wall_clock_time_millis 12.424707412719727 wall_clock_time_millis 11.213541030883789 wall_clock_time_millis 11.130571365356445 wall_clock_time_millis_testing 0.8978843688964844 wall_clock_time_millis_testing 0.9784698486328125 wall_clock_time_millis_testing 0.9739398956298828 wall_clock_time_millis_testing 0.9593963623046875 wall_clock_time_millis_testing 0.9744167327880859 wall_clock_time_millis_testing 0.9684562683105469 wall_clock_time_millis_testing 0.9453296661376953 wall_clock_time_millis_testing 0.9949207305908203 wall_clock_time_millis_testing 0.9043216705322266 wall_clock_time_millis_testing 0.9884834289550781 wall_clock_time_millis_training 10.528564453125 wall_clock_time_millis_training 10.139703750610352 wall_clock_time_millis_training 10.940790176391602 wall_clock_time_millis_training 10.238409042358398 wall_clock_time_millis_training 11.207818984985352 wall_clock_time_millis_training 10.901451110839844 wall_clock_time_millis_training 10.131120681762695 wall_clock_time_millis_training 11.429786682128906 wall_clock_time_millis_training 10.309219360351562 wall_clock_time_millis_training 10.142087936401367