10377842 8323 Heinrich Peters 3549 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8232178 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "median" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 0.4034501871473445 13389 cache_size 200 13389 class_weight null 13389 coef0 0.8453392507243751 13389 decision_function_shape "ovr" 13389 degree 5 13389 gamma 0.006935830287962706 13389 kernel "sigmoid" 13389 max_iter -1 13389 probability false 13389 random_state 1 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. 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 21677393 description https://api.openml.org/data/download/21677393/description.xml -1 21677394 predictions https://api.openml.org/data/download/21677394/predictions.arff area_under_roc_curve 0.9971741718607746 [0.996514,0.995704,1,1] average_cost 0 f_measure 0.9964326089579767 [0.995276,0.994924,1,1] kappa 0.9948107881308348 kb_relative_information_score 0.995770692651617 mean_absolute_error 0.0017835909631391202 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] precision 0.996436265728499 [0.993711,0.99661,1,1] predictive_accuracy 0.9964328180737217 prior_entropy 1.7874257213274838 recall 0.9964328180737217 [0.996845,0.993243,1,1] relative_absolute_error 0.005186753828683634 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.04223258177212376 root_relative_squared_error 0.10187224516076002 total_cost 0 area_under_roc_curve 0.981132075471698 [0.981132,0.966667,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.9907407407407408 [0.984375,0.990741,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] 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 0.9764214149609688 [0.969697,0.965517,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 0.9880983358735114 [0.984127,0.983607,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] kappa 0.9658085277554306 kappa 1 kappa 1 kappa 1 kappa 0.9825726141078839 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kb_relative_information_score 0.9720452507344605 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 0.9859383197947719 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 0.011764705882352941 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.005952380952380952 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_prior_absolute_error 0.3442046641141667 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.34444209636517364 mean_prior_absolute_error 0.34545646661031304 mean_prior_absolute_error 0.34545646661031304 mean_prior_absolute_error 0.34545646661031304 number_of_instances 85 [32,30,6,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,29,6,17] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] precision 0.9778546712802769 [0.941176,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 0.988479262672811 [1,0.967742,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] predictive_accuracy 0.9764705882352941 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9880952380952381 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 prior_entropy 1.7955605058178263 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7989780307636483 prior_entropy 1.8093344528997866 prior_entropy 1.8093344528997866 prior_entropy 1.8093344528997866 recall 0.9764705882352941 [1,0.933333,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 0.9880952380952381 [0.96875,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] relative_absolute_error 0.03417939124279499 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.017366820124958878 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 0.4149625045447236 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.4152484947944263 root_mean_prior_squared_error 0.416468105230372 root_mean_prior_squared_error 0.416468105230372 root_mean_prior_squared_error 0.416468105230372 root_mean_squared_error 0.10846522890932808 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.07715167498104596 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 0.2613856136913642 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.1867178316416686 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 69.90330999997241 usercpu_time_millis 70.18442000003233 usercpu_time_millis 69.79308999996192 usercpu_time_millis 69.06349700000192 usercpu_time_millis 70.01570499994614 usercpu_time_millis 74.26220400003558 usercpu_time_millis 71.02982700001803 usercpu_time_millis 69.76938999997628 usercpu_time_millis 69.74623700000393 usercpu_time_millis 74.4634199999723 usercpu_time_millis_testing 7.03612899997097 usercpu_time_millis_testing 6.873377000033543 usercpu_time_millis_testing 6.978410999977314 usercpu_time_millis_testing 6.918902999984766 usercpu_time_millis_testing 6.828221999967354 usercpu_time_millis_testing 7.007238000028337 usercpu_time_millis_testing 6.930723999971633 usercpu_time_millis_testing 6.909688000007463 usercpu_time_millis_testing 6.92450200000394 usercpu_time_millis_testing 7.094332999997732 usercpu_time_millis_training 62.86718100000144 usercpu_time_millis_training 63.31104299999879 usercpu_time_millis_training 62.81467899998461 usercpu_time_millis_training 62.14459400001715 usercpu_time_millis_training 63.18748299997878 usercpu_time_millis_training 67.25496600000724 usercpu_time_millis_training 64.0991030000464 usercpu_time_millis_training 62.85970199996882 usercpu_time_millis_training 62.82173499999999 usercpu_time_millis_training 67.36908699997457 wall_clock_time_millis 69.91195678710938 wall_clock_time_millis 70.19257545471191 wall_clock_time_millis 69.80133056640625 wall_clock_time_millis 69.07463073730469 wall_clock_time_millis 70.02449035644531 wall_clock_time_millis 74.27263259887695 wall_clock_time_millis 71.03967666625977 wall_clock_time_millis 70.23453712463379 wall_clock_time_millis 69.75340843200684 wall_clock_time_millis 74.47195053100586 wall_clock_time_millis_testing 7.039070129394531 wall_clock_time_millis_testing 6.877422332763672 wall_clock_time_millis_testing 6.982088088989258 wall_clock_time_millis_testing 6.923198699951172 wall_clock_time_millis_testing 6.831645965576172 wall_clock_time_millis_testing 7.011651992797852 wall_clock_time_millis_testing 6.93511962890625 wall_clock_time_millis_testing 7.369041442871094 wall_clock_time_millis_testing 6.928682327270508 wall_clock_time_millis_testing 7.097959518432617 wall_clock_time_millis_training 62.872886657714844 wall_clock_time_millis_training 63.31515312194824 wall_clock_time_millis_training 62.81924247741699 wall_clock_time_millis_training 62.151432037353516 wall_clock_time_millis_training 63.19284439086914 wall_clock_time_millis_training 67.2609806060791 wall_clock_time_millis_training 64.10455703735352 wall_clock_time_millis_training 62.865495681762695 wall_clock_time_millis_training 62.82472610473633 wall_clock_time_millis_training 67.37399101257324