10329912 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) 8185527 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 0.04627508381299772 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.563230253602446 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.00011061707084433878 13389 kernel "sigmoid" 13389 max_iter -1 13389 probability false 13389 random_state 39429 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 21581521 description https://api.openml.org/data/download/21581521/description.xml -1 21581522 predictions https://api.openml.org/data/download/21581522/predictions.arff area_under_roc_curve 0.5307679807455816 [0.594141,0.5,0.556662,0.5,0.5,0.580984,0.5,0.572292,0.5,0.5] average_cost 0 kappa 0.06156626479599782 kb_relative_information_score 0.11747809404024506 mean_absolute_error 0.16861268047708305 mean_prior_absolute_error 0.17999701595290427 number_of_instances 1593 [161,158,162,159,159,161,159,161,158,155] predictive_accuracy 0.15693659761456372 prior_entropy 3.3218194939376526 recall 0.15693659761456372 [0.198758,0,0.993827,0,0,0.180124,0,0.173913,0,0] relative_absolute_error 0.9367526432838202 root_mean_prior_squared_error 0.2999974977708246 root_mean_squared_error 0.41062474411204575 root_relative_squared_error 1.3687605635488733 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 0.6489953708263568 [0.968531,0.5,0.776926,0.5,0.5,0.923295,0.5,0.79458,0.5,0.5] area_under_roc_curve 0.6629075150201911 [0.979021,0.5,0.795775,0.5,0.5,0.892045,0.5,0.933566,0.5,0.5] 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 0.2985087796699903 kappa 0.3264495631453535 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 0.34056344515209575 kb_relative_information_score 0.3667573908526407 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 0.12578616352201233 mean_absolute_error 0.12075471698113185 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 0.37106918238993714 predictive_accuracy 0.3962264150943396 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 0.3710691823899371 [1,0,0.941176,0,0,0.9375,0,0.75,0,0] recall 0.39622641509433965 [1,0,1,0,0,0.875,0,1,0,0] 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 0.6988373056181636 relative_absolute_error 0.6708838133934372 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 0.354663451065954 root_mean_squared_error 0.3474977942104552 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 1.182244542689847 root_relative_squared_error 1.1583583523120677 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 1919.4314749911427 usercpu_time_millis 1915.7142549956916 usercpu_time_millis 1907.4318490020232 usercpu_time_millis 1913.679299002979 usercpu_time_millis 1921.6990750137484 usercpu_time_millis 1905.9510289953323 usercpu_time_millis 1907.4311299773399 usercpu_time_millis 1912.6421050023055 usercpu_time_millis 1910.3754310053773 usercpu_time_millis 1915.4243740049424 usercpu_time_millis_testing 108.79727300198283 usercpu_time_millis_testing 108.09826299373526 usercpu_time_millis_testing 108.52368500491139 usercpu_time_millis_testing 108.129950996954 usercpu_time_millis_testing 110.25773400615435 usercpu_time_millis_testing 107.88381499878597 usercpu_time_millis_testing 107.57883999031037 usercpu_time_millis_testing 107.89977399690542 usercpu_time_millis_testing 107.5465850008186 usercpu_time_millis_testing 107.71506000310183 usercpu_time_millis_training 1810.63420198916 usercpu_time_millis_training 1807.6159920019563 usercpu_time_millis_training 1798.9081639971118 usercpu_time_millis_training 1805.549348006025 usercpu_time_millis_training 1811.441341007594 usercpu_time_millis_training 1798.0672139965463 usercpu_time_millis_training 1799.8522899870295 usercpu_time_millis_training 1804.7423310054 usercpu_time_millis_training 1802.8288460045587 usercpu_time_millis_training 1807.7093140018405 wall_clock_time_millis 1983.5963249206543 wall_clock_time_millis 1979.858160018921 wall_clock_time_millis 1923.5949516296387 wall_clock_time_millis 2221.972703933716 wall_clock_time_millis 2009.8724365234375 wall_clock_time_millis 1938.3471012115479 wall_clock_time_millis 1907.9058170318604 wall_clock_time_millis 1929.0988445281982 wall_clock_time_millis 1910.8428955078125 wall_clock_time_millis 2263.660669326782 wall_clock_time_millis_testing 108.81781578063965 wall_clock_time_millis_testing 108.11710357666016 wall_clock_time_millis_testing 108.54315757751465 wall_clock_time_millis_testing 124.15957450866699 wall_clock_time_millis_testing 110.27765274047852 wall_clock_time_millis_testing 107.90324211120605 wall_clock_time_millis_testing 107.62834548950195 wall_clock_time_millis_testing 107.9404354095459 wall_clock_time_millis_testing 107.59854316711426 wall_clock_time_millis_testing 107.73515701293945 wall_clock_time_millis_training 1874.7785091400146 wall_clock_time_millis_training 1871.7410564422607 wall_clock_time_millis_training 1815.051794052124 wall_clock_time_millis_training 2097.813129425049 wall_clock_time_millis_training 1899.594783782959 wall_clock_time_millis_training 1830.4438591003418 wall_clock_time_millis_training 1800.2774715423584 wall_clock_time_millis_training 1821.1584091186523 wall_clock_time_millis_training 1803.2443523406982 wall_clock_time_millis_training 2155.925512313843