10329807 8323 Heinrich Peters 9964 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8185423 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 24.753397331626346 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.16579622148374162 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 2.076577193267575 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 45890 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. 1501 semeion https://www.openml.org/data/download/1592293/phptd5jYj -1 21581311 description https://api.openml.org/data/download/21581311/description.xml -1 21581312 predictions https://api.openml.org/data/download/21581312/predictions.arff area_under_roc_curve 0.5105334200016397 [0.543164,0.5,0.531388,0.5,0.5,0.529475,0.5,0.5,0.5,0.5] average_cost 0 kappa 0.021074724542073115 kb_relative_information_score 0.07957354711038861 mean_absolute_error 0.1758945386063984 mean_prior_absolute_error 0.17999701595290427 number_of_instances 1593 [161,158,162,159,159,161,159,161,158,155] predictive_accuracy 0.12052730696798493 prior_entropy 3.3218194939376526 recall 0.12052730696798493 [0.198758,0,0.895062,0,0,0.093168,0,0,0,0] relative_absolute_error 0.9772080813407524 root_mean_prior_squared_error 0.2999974977708246 root_mean_squared_error 0.4193978285666229 root_relative_squared_error 1.3980044223135861 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.610804688269477 [0.937063,0.5,0.84507,0.5,0.5,0.797421,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0.22168812841771035 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.05817192351344296 kb_relative_information_score 0.05816660383905945 kb_relative_information_score 0.05816660383905945 kb_relative_information_score 0.05882178621875807 kb_relative_information_score 0.05905682852465561 kb_relative_information_score 0.2684741661517261 kb_relative_information_score 0.05882348702858276 kb_relative_information_score 0.05882439457626235 kb_relative_information_score 0.05882439457626235 kb_relative_information_score 0.05882527940508639 mean_absolute_error 0.17999999999999955 mean_absolute_error 0.17999999999999955 mean_absolute_error 0.17999999999999955 mean_absolute_error 0.17987421383647756 mean_absolute_error 0.17987421383647756 mean_absolute_error 0.13962264150943365 mean_absolute_error 0.17987421383647756 mean_absolute_error 0.17987421383647756 mean_absolute_error 0.17987421383647756 mean_absolute_error 0.17987421383647756 mean_prior_absolute_error 0.17999999999999963 mean_prior_absolute_error 0.17999532127261347 mean_prior_absolute_error 0.17999532127261347 mean_prior_absolute_error 0.17999662582343604 mean_prior_absolute_error 0.17999348705453969 mean_prior_absolute_error 0.17999348705453969 mean_prior_absolute_error 0.17999819520788427 mean_prior_absolute_error 0.17999897990010832 mean_prior_absolute_error 0.17999897990010832 mean_prior_absolute_error 0.1799997645923324 number_of_instances 160 [16,16,16,16,16,16,16,16,16,16] number_of_instances 160 [16,16,16,16,16,16,16,17,16,15] number_of_instances 160 [16,16,16,16,16,17,16,16,16,15] number_of_instances 159 [16,16,16,16,16,16,16,16,16,15] number_of_instances 159 [16,16,17,16,16,16,16,16,15,15] number_of_instances 159 [16,16,17,16,16,16,16,16,15,15] number_of_instances 159 [17,16,16,15,16,16,15,16,16,16] number_of_instances 159 [16,15,16,16,16,16,16,16,16,16] number_of_instances 159 [16,15,16,16,16,16,16,16,16,16] number_of_instances 159 [16,16,16,16,15,16,16,16,16,16] predictive_accuracy 0.1 predictive_accuracy 0.1 predictive_accuracy 0.1 predictive_accuracy 0.10062893081761005 predictive_accuracy 0.10062893081761005 predictive_accuracy 0.3018867924528302 predictive_accuracy 0.10062893081761005 predictive_accuracy 0.10062893081761005 predictive_accuracy 0.10062893081761005 predictive_accuracy 0.10062893081761005 prior_entropy 3.322035652456755 prior_entropy 3.321695353806615 prior_entropy 3.321695353806615 prior_entropy 3.3217896094452106 prior_entropy 3.3215641679424013 prior_entropy 3.3215641679424013 prior_entropy 3.321906615533436 prior_entropy 3.321962444265476 prior_entropy 3.321962444265476 prior_entropy 3.3220193319359352 recall 0.1 [0,0,1,0,0,0,0,0,0,0] recall 0.1 [0,0,1,0,0,0,0,0,0,0] recall 0.1 [0,0,1,0,0,0,0,0,0,0] recall 0.10062893081761007 [0,0,1,0,0,0,0,0,0,0] recall 0.10062893081761007 [1,0,0,0,0,0,0,0,0,0] recall 0.3018867924528302 [1,0,1,0,0,0.9375,0,0,0,0] recall 0.10062893081761007 [0,0,1,0,0,0,0,0,0,0] recall 0.10062893081761007 [0,0,1,0,0,0,0,0,0,0] recall 0.10062893081761007 [0,0,1,0,0,0,0,0,0,0] recall 0.10062893081761007 [0,0,1,0,0,0,0,0,0,0] relative_absolute_error 0.9999999999999994 relative_absolute_error 1.0000259936055726 relative_absolute_error 1.0000259936055726 relative_absolute_error 0.9993199206574097 relative_absolute_error 0.9993373470339736 relative_absolute_error 0.7757094092361615 relative_absolute_error 0.9993112076970354 relative_absolute_error 0.9993068512738239 relative_absolute_error 0.9993068512738239 relative_absolute_error 0.999302494888595 root_mean_prior_squared_error 0.3000024711829099 root_mean_prior_squared_error 0.2999946732668207 root_mean_prior_squared_error 0.2999946732668207 root_mean_prior_squared_error 0.2999968475489186 root_mean_prior_squared_error 0.2999916161668401 root_mean_prior_squared_error 0.2999916161668401 root_mean_prior_squared_error 0.29999946320574855 root_mean_prior_squared_error 0.30000077102561146 root_mean_prior_squared_error 0.30000077102561146 root_mean_prior_squared_error 0.30000207883977315 root_mean_squared_error 0.424264068711928 root_mean_squared_error 0.424264068711928 root_mean_squared_error 0.424264068711928 root_mean_squared_error 0.42411580238948604 root_mean_squared_error 0.42411580238948604 root_mean_squared_error 0.3736611319222721 root_mean_squared_error 0.42411580238948604 root_mean_squared_error 0.42411580238948604 root_mean_squared_error 0.42411580238948604 root_mean_squared_error 0.42411580238948604 root_relative_squared_error 1.4142019132010966 root_relative_squared_error 1.4142386732799748 root_relative_squared_error 1.4142386732799748 root_relative_squared_error 1.4137341970579478 root_relative_squared_error 1.4137588503593859 root_relative_squared_error 1.2455719152979954 root_relative_squared_error 1.4137218708908648 root_relative_squared_error 1.4137157079282263 root_relative_squared_error 1.4137157079282263 root_relative_squared_error 1.4137095450461872 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 1889.2506060074084 usercpu_time_millis 1902.987937006401 usercpu_time_millis 1892.645778003498 usercpu_time_millis 1887.0691010088194 usercpu_time_millis 1879.3800930143334 usercpu_time_millis 1877.7075849939138 usercpu_time_millis 1893.6767059931299 usercpu_time_millis 1886.8657370185247 usercpu_time_millis 1914.4179369905032 usercpu_time_millis 1924.544456996955 usercpu_time_millis_testing 103.65958600596059 usercpu_time_millis_testing 106.5067790041212 usercpu_time_millis_testing 103.65000000456348 usercpu_time_millis_testing 102.93986600299831 usercpu_time_millis_testing 105.63701900537126 usercpu_time_millis_testing 103.57699899759609 usercpu_time_millis_testing 105.77409199322574 usercpu_time_millis_testing 103.68061900953762 usercpu_time_millis_testing 106.89778499363456 usercpu_time_millis_testing 105.30560799816158 usercpu_time_millis_training 1785.5910200014478 usercpu_time_millis_training 1796.4811580022797 usercpu_time_millis_training 1788.9957779989345 usercpu_time_millis_training 1784.129235005821 usercpu_time_millis_training 1773.7430740089621 usercpu_time_millis_training 1774.1305859963177 usercpu_time_millis_training 1787.9026139999041 usercpu_time_millis_training 1783.185118008987 usercpu_time_millis_training 1807.5201519968687 usercpu_time_millis_training 1819.2388489987934 wall_clock_time_millis 2141.4084434509277 wall_clock_time_millis 1967.1361446380615 wall_clock_time_millis 2036.8621349334717 wall_clock_time_millis 1951.2317180633545 wall_clock_time_millis 2131.5248012542725 wall_clock_time_millis 2150.047779083252 wall_clock_time_millis 2026.2742042541504 wall_clock_time_millis 2163.0733013153076 wall_clock_time_millis 2082.6022624969482 wall_clock_time_millis 2172.9307174682617 wall_clock_time_millis_testing 103.67941856384277 wall_clock_time_millis_testing 106.52661323547363 wall_clock_time_millis_testing 103.66940498352051 wall_clock_time_millis_testing 102.95963287353516 wall_clock_time_millis_testing 185.65654754638672 wall_clock_time_millis_testing 103.59740257263184 wall_clock_time_millis_testing 105.79514503479004 wall_clock_time_millis_testing 103.6994457244873 wall_clock_time_millis_testing 106.9176197052002 wall_clock_time_millis_testing 105.32546043395996 wall_clock_time_millis_training 2037.729024887085 wall_clock_time_millis_training 1860.609531402588 wall_clock_time_millis_training 1933.1927299499512 wall_clock_time_millis_training 1848.2720851898193 wall_clock_time_millis_training 1945.8682537078857 wall_clock_time_millis_training 2046.4503765106201 wall_clock_time_millis_training 1920.4790592193604 wall_clock_time_millis_training 2059.3738555908203 wall_clock_time_millis_training 1975.684642791748 wall_clock_time_millis_training 2067.6052570343018