10329986 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) 8185600 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 0.04554492916694445 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.33190972541700026 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.13666030899153944 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 8101 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 21581669 description https://api.openml.org/data/download/21581669/description.xml -1 21581670 predictions https://api.openml.org/data/download/21581670/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 1883.881340996595 usercpu_time_millis 1903.2331189955585 usercpu_time_millis 1874.7983829816803 usercpu_time_millis 1890.0995619915193 usercpu_time_millis 1892.2628779982915 usercpu_time_millis 1867.199223008356 usercpu_time_millis 1868.8588360091671 usercpu_time_millis 1895.5791590124136 usercpu_time_millis 1872.7424010139657 usercpu_time_millis 1897.5152130005881 usercpu_time_millis_testing 105.40368699003011 usercpu_time_millis_testing 105.28112499741837 usercpu_time_millis_testing 107.2626339882845 usercpu_time_millis_testing 107.00655399705283 usercpu_time_millis_testing 105.03438299929257 usercpu_time_millis_testing 106.07107699615881 usercpu_time_millis_testing 106.50425100175198 usercpu_time_millis_testing 106.83612000138965 usercpu_time_millis_testing 104.98497101070825 usercpu_time_millis_testing 105.19772200495936 usercpu_time_millis_training 1778.477654006565 usercpu_time_millis_training 1797.95199399814 usercpu_time_millis_training 1767.5357489933958 usercpu_time_millis_training 1783.0930079944665 usercpu_time_millis_training 1787.228494998999 usercpu_time_millis_training 1761.1281460121972 usercpu_time_millis_training 1762.3545850074152 usercpu_time_millis_training 1788.743039011024 usercpu_time_millis_training 1767.7574300032575 usercpu_time_millis_training 1792.3174909956288 wall_clock_time_millis 1972.3236560821533 wall_clock_time_millis 2043.4560775756836 wall_clock_time_millis 2200.2973556518555 wall_clock_time_millis 1938.249111175537 wall_clock_time_millis 1956.6066265106201 wall_clock_time_millis 1967.4129486083984 wall_clock_time_millis 1925.0953197479248 wall_clock_time_millis 2133.173942565918 wall_clock_time_millis 2031.2442779541016 wall_clock_time_millis 1929.6610355377197 wall_clock_time_millis_testing 105.42416572570801 wall_clock_time_millis_testing 105.2999496459961 wall_clock_time_millis_testing 107.28073120117188 wall_clock_time_millis_testing 107.0261001586914 wall_clock_time_millis_testing 153.05423736572266 wall_clock_time_millis_testing 106.09197616577148 wall_clock_time_millis_testing 138.52620124816895 wall_clock_time_millis_testing 172.11413383483887 wall_clock_time_millis_testing 105.00741004943848 wall_clock_time_millis_testing 105.21936416625977 wall_clock_time_millis_training 1866.8994903564453 wall_clock_time_millis_training 1938.1561279296875 wall_clock_time_millis_training 2093.0166244506836 wall_clock_time_millis_training 1831.2230110168457 wall_clock_time_millis_training 1803.5523891448975 wall_clock_time_millis_training 1861.320972442627 wall_clock_time_millis_training 1786.5691184997559 wall_clock_time_millis_training 1961.059808731079 wall_clock_time_millis_training 1926.236867904663 wall_clock_time_millis_training 1824.44167137146