10377973 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) 8232237 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 116.95729942305174 13389 cache_size 200 13389 class_weight null 13389 coef0 0.3313071593094643 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 9.305105093213657e-05 13389 kernel "poly" 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 21677655 description https://api.openml.org/data/download/21677655/description.xml -1 21677656 predictions https://api.openml.org/data/download/21677656/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 49.2949129999829 usercpu_time_millis 50.49866699999939 usercpu_time_millis 49.74716300000637 usercpu_time_millis 53.26737199999343 usercpu_time_millis 50.060208999980205 usercpu_time_millis 49.84419499999149 usercpu_time_millis 50.46483099999932 usercpu_time_millis 49.79760500003749 usercpu_time_millis 53.12803999999005 usercpu_time_millis 50.16366699999253 usercpu_time_millis_testing 4.74619999999959 usercpu_time_millis_testing 4.743223999980728 usercpu_time_millis_testing 4.719770000008339 usercpu_time_millis_testing 4.68518499997117 usercpu_time_millis_testing 4.747100999964005 usercpu_time_millis_testing 4.738131000010526 usercpu_time_millis_testing 4.783934999977646 usercpu_time_millis_testing 4.587987000036264 usercpu_time_millis_testing 8.508344999995643 usercpu_time_millis_testing 4.66867000000093 usercpu_time_millis_training 44.54871299998331 usercpu_time_millis_training 45.75544300001866 usercpu_time_millis_training 45.02739299999803 usercpu_time_millis_training 48.58218700002226 usercpu_time_millis_training 45.3131080000162 usercpu_time_millis_training 45.10606399998096 usercpu_time_millis_training 45.680896000021676 usercpu_time_millis_training 45.20961800000123 usercpu_time_millis_training 44.61969499999441 usercpu_time_millis_training 45.4949969999916 wall_clock_time_millis 49.30377006530762 wall_clock_time_millis 50.50778388977051 wall_clock_time_millis 49.75700378417969 wall_clock_time_millis 53.275346755981445 wall_clock_time_millis 50.06694793701172 wall_clock_time_millis 49.85451698303223 wall_clock_time_millis 50.473690032958984 wall_clock_time_millis 49.80587959289551 wall_clock_time_millis 53.14016342163086 wall_clock_time_millis 50.169944763183594 wall_clock_time_millis_testing 4.749059677124023 wall_clock_time_millis_testing 4.746198654174805 wall_clock_time_millis_testing 4.723310470581055 wall_clock_time_millis_testing 4.688024520874023 wall_clock_time_millis_testing 4.75001335144043 wall_clock_time_millis_testing 4.741191864013672 wall_clock_time_millis_testing 4.787445068359375 wall_clock_time_millis_testing 4.591464996337891 wall_clock_time_millis_testing 8.513212203979492 wall_clock_time_millis_testing 4.671812057495117 wall_clock_time_millis_training 44.554710388183594 wall_clock_time_millis_training 45.7615852355957 wall_clock_time_millis_training 45.03369331359863 wall_clock_time_millis_training 48.58732223510742 wall_clock_time_millis_training 45.31693458557129 wall_clock_time_millis_training 45.113325119018555 wall_clock_time_millis_training 45.68624496459961 wall_clock_time_millis_training 45.21441459655762 wall_clock_time_millis_training 44.62695121765137 wall_clock_time_millis_training 45.49813270568848