10329868 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) 8185483 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 82.60048604501297 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.490328497576602 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 17189 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 21581433 description https://api.openml.org/data/download/21581433/description.xml -1 21581434 predictions https://api.openml.org/data/download/21581434/predictions.arff area_under_roc_curve 0.4997201335941191 [0.499759,0.5,0.497379,0.5,0.5,0.500108,0.5,0.5,0.5,0.5] average_cost 0 kappa -0.000559673669897801 kb_relative_information_score 0.05932530705307392 mean_absolute_error 0.17978656622723937 mean_prior_absolute_error 0.17999701595290427 number_of_instances 1593 [161,158,162,159,159,161,159,161,158,155] predictive_accuracy 0.10106716886377903 prior_entropy 3.3218194939376526 recall 0.10106716886377903 [0.099379,0,0.796296,0,0,0.099379,0,0,0,0] relative_absolute_error 0.9988308154746303 root_mean_prior_squared_error 0.2999974977708246 root_mean_squared_error 0.4240124599905519 root_relative_squared_error 1.4133866553595906 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 0.5034965034965034 [0.5,0.5,0.529412,0.5,0.5,0.503497,0.5,0.5,0.5,0.5] 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 0.006949331456720631 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 0.06559412928501755 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 0.17861635220125743 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 0.1069182389937107 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 0.1069182389937107 [0,0,0.058824,0,0,1,0,0,0,0] 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 0.9923489739777921 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 0.4226302783772803 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 1.4088069652661053 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 1938.108757007285 usercpu_time_millis 1943.414348992519 usercpu_time_millis 1916.664460019092 usercpu_time_millis 1917.8476619999856 usercpu_time_millis 1921.4525540010072 usercpu_time_millis 1919.9818519991823 usercpu_time_millis 1913.839137996547 usercpu_time_millis 1917.419327000971 usercpu_time_millis 1928.7289839994628 usercpu_time_millis 1940.125616005389 usercpu_time_millis_testing 107.7030340093188 usercpu_time_millis_testing 105.63223899225704 usercpu_time_millis_testing 105.25632101052906 usercpu_time_millis_testing 104.75181500078179 usercpu_time_millis_testing 104.69957800523844 usercpu_time_millis_testing 107.44575200078543 usercpu_time_millis_testing 104.7619689925341 usercpu_time_millis_testing 105.05111599923111 usercpu_time_millis_testing 104.90122099872679 usercpu_time_millis_testing 107.4815989995841 usercpu_time_millis_training 1830.4057229979662 usercpu_time_millis_training 1837.782110000262 usercpu_time_millis_training 1811.408139008563 usercpu_time_millis_training 1813.0958469992038 usercpu_time_millis_training 1816.7529759957688 usercpu_time_millis_training 1812.5360999983968 usercpu_time_millis_training 1809.0771690040128 usercpu_time_millis_training 1812.3682110017398 usercpu_time_millis_training 1823.827763000736 usercpu_time_millis_training 1832.644017005805 wall_clock_time_millis 2238.2490634918213 wall_clock_time_millis 2119.5664405822754 wall_clock_time_millis 2244.856119155884 wall_clock_time_millis 2242.0315742492676 wall_clock_time_millis 2297.6033687591553 wall_clock_time_millis 2188.1282329559326 wall_clock_time_millis 2001.9924640655518 wall_clock_time_millis 1917.567253112793 wall_clock_time_millis 1960.8924388885498 wall_clock_time_millis 1940.2761459350586 wall_clock_time_millis_testing 107.72013664245605 wall_clock_time_millis_testing 105.6513786315918 wall_clock_time_millis_testing 105.27706146240234 wall_clock_time_millis_testing 104.77185249328613 wall_clock_time_millis_testing 104.7201156616211 wall_clock_time_millis_testing 219.45762634277344 wall_clock_time_millis_testing 104.78067398071289 wall_clock_time_millis_testing 105.06892204284668 wall_clock_time_millis_testing 104.92110252380371 wall_clock_time_millis_testing 107.50126838684082 wall_clock_time_millis_training 2130.5289268493652 wall_clock_time_millis_training 2013.9150619506836 wall_clock_time_millis_training 2139.5790576934814 wall_clock_time_millis_training 2137.2597217559814 wall_clock_time_millis_training 2192.883253097534 wall_clock_time_millis_training 1968.6706066131592 wall_clock_time_millis_training 1897.2117900848389 wall_clock_time_millis_training 1812.4983310699463 wall_clock_time_millis_training 1855.971336364746 wall_clock_time_millis_training 1832.7748775482178