10306238 8323 Heinrich Peters 3549 Supervised Classification 15083 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,fkceigenpro=sklearn_extra.fast_kernel.FKCEigenPro)(1) 8172046 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 memory null 15083 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": "fkceigenpro", "step_name": "fkceigenpro"}}] 15083 verbose false 15083 bandwidth 5 15084 batch_size "auto" 15084 coef0 1 15084 degree 2 15084 gamma 0.1 15084 kernel "laplace" 15084 kernel_params "\"\\\"null\\\"\"" 15084 n_components 2000 15084 n_epoch 2 15084 random_state 55909 15084 subsample_size "auto" 15084 openml-python Sklearn_0.21.2. 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 21534080 description https://api.openml.org/data/download/21534080/description.xml -1 21534081 predictions https://api.openml.org/data/download/21534081/predictions.arff area_under_roc_curve 0.996256740668114 [0.996514,0.994787,1,0.99711] average_cost 0 f_measure 0.9952448429600025 [0.995276,0.993243,1,0.997101] kappa 0.9930793000300364 kb_relative_information_score 0.9940327608348176 mean_absolute_error 0.0023781212841854932 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] precision 0.9952512358004472 [0.993711,0.993243,1,1] predictive_accuracy 0.9952437574316291 prior_entropy 1.7874257213274838 recall 0.995243757431629 [0.996845,0.993243,1,0.99422] relative_absolute_error 0.006915671771578179 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.04876598490941707 root_relative_squared_error 0.11763193633303269 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 0.9907407407407408 [1,0.990741,1,0.970588] 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 0.9880124429304757 [1,0.983607,1,0.969697] 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 0.9825182101977108 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 0.9824319012179616 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 0.005952380952380952 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 0.988479262672811 [1,0.967742,1,1] 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 0.9880952380952381 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 0.9880952380952381 [1,1,1,0.941176] 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 0.017366820124958878 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 0.07715167498104596 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 0.1867178316416686 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 431.95063500002107 usercpu_time_millis 396.3450120000118 usercpu_time_millis 400.38192399998707 usercpu_time_millis 406.23924199999806 usercpu_time_millis 402.6859370000011 usercpu_time_millis 483.3418169999959 usercpu_time_millis 417.7699809999922 usercpu_time_millis 411.139640999977 usercpu_time_millis 436.25913400003924 usercpu_time_millis 428.96288000000027 usercpu_time_millis_testing 2.6102799999989656 usercpu_time_millis_testing 2.444971000016949 usercpu_time_millis_testing 2.634040000003779 usercpu_time_millis_testing 2.4755080000034013 usercpu_time_millis_testing 2.6950120000037714 usercpu_time_millis_testing 2.4859090000006745 usercpu_time_millis_testing 2.5829580000049646 usercpu_time_millis_testing 2.5226759999839032 usercpu_time_millis_testing 2.4417350000192073 usercpu_time_millis_testing 2.5245999999867763 usercpu_time_millis_training 429.3403550000221 usercpu_time_millis_training 393.90004099999487 usercpu_time_millis_training 397.7478839999833 usercpu_time_millis_training 403.76373399999466 usercpu_time_millis_training 399.99092499999733 usercpu_time_millis_training 480.8559079999952 usercpu_time_millis_training 415.1870229999872 usercpu_time_millis_training 408.6169649999931 usercpu_time_millis_training 433.81739900002003 usercpu_time_millis_training 426.4382800000135 wall_clock_time_millis 431.9767951965332 wall_clock_time_millis 396.3789939880371 wall_clock_time_millis 400.407075881958 wall_clock_time_millis 406.25905990600586 wall_clock_time_millis 402.7266502380371 wall_clock_time_millis 483.40725898742676 wall_clock_time_millis 417.79208183288574 wall_clock_time_millis 411.19837760925293 wall_clock_time_millis 436.3107681274414 wall_clock_time_millis 430.3562641143799 wall_clock_time_millis_testing 2.616405487060547 wall_clock_time_millis_testing 2.455472946166992 wall_clock_time_millis_testing 2.6443004608154297 wall_clock_time_millis_testing 2.4862289428710938 wall_clock_time_millis_testing 2.7005672454833984 wall_clock_time_millis_testing 2.492666244506836 wall_clock_time_millis_testing 2.5937557220458984 wall_clock_time_millis_testing 2.5281906127929688 wall_clock_time_millis_testing 2.451181411743164 wall_clock_time_millis_testing 2.5331974029541016 wall_clock_time_millis_training 429.36038970947266 wall_clock_time_millis_training 393.9235210418701 wall_clock_time_millis_training 397.7627754211426 wall_clock_time_millis_training 403.77283096313477 wall_clock_time_millis_training 400.0260829925537 wall_clock_time_millis_training 480.9145927429199 wall_clock_time_millis_training 415.19832611083984 wall_clock_time_millis_training 408.67018699645996 wall_clock_time_millis_training 433.85958671569824 wall_clock_time_millis_training 427.8230667114258