10306223 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) 8172642 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 4 15084 gamma 100000.0 15084 kernel "laplace" 15084 kernel_params "\"\\\"null\\\"\"" 15084 n_components 3000 15084 n_epoch 2 15084 random_state 33578 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 21534050 description https://api.openml.org/data/download/21534050/description.xml -1 21534051 predictions https://api.openml.org/data/download/21534051/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 509.49083800000494 usercpu_time_millis 428.72556100002157 usercpu_time_millis 415.348889000029 usercpu_time_millis 400.6110109999952 usercpu_time_millis 405.5470019999916 usercpu_time_millis 397.0135729999811 usercpu_time_millis 390.10868699998014 usercpu_time_millis 389.4974260000197 usercpu_time_millis 394.2621130000248 usercpu_time_millis 400.34284700001876 usercpu_time_millis_testing 3.6909119999961604 usercpu_time_millis_testing 2.573295000019016 usercpu_time_millis_testing 2.69071400001053 usercpu_time_millis_testing 2.5524369999914143 usercpu_time_millis_testing 2.4346849999972164 usercpu_time_millis_testing 2.48002899999733 usercpu_time_millis_testing 2.62922499999263 usercpu_time_millis_testing 2.5011259999985214 usercpu_time_millis_testing 3.2502810000210047 usercpu_time_millis_testing 2.5668789999997443 usercpu_time_millis_training 505.7999260000088 usercpu_time_millis_training 426.15226600000256 usercpu_time_millis_training 412.65817500001845 usercpu_time_millis_training 398.0585740000038 usercpu_time_millis_training 403.1123169999944 usercpu_time_millis_training 394.53354399998375 usercpu_time_millis_training 387.4794619999875 usercpu_time_millis_training 386.99630000002117 usercpu_time_millis_training 391.0118320000038 usercpu_time_millis_training 397.775968000019 wall_clock_time_millis 509.79137420654297 wall_clock_time_millis 428.7416934967041 wall_clock_time_millis 415.3866767883301 wall_clock_time_millis 400.65956115722656 wall_clock_time_millis 405.8525562286377 wall_clock_time_millis 397.24040031433105 wall_clock_time_millis 390.1257514953613 wall_clock_time_millis 389.5139694213867 wall_clock_time_millis 394.2835330963135 wall_clock_time_millis 400.371789932251 wall_clock_time_millis_testing 3.701448440551758 wall_clock_time_millis_testing 2.5835037231445312 wall_clock_time_millis_testing 2.700328826904297 wall_clock_time_millis_testing 2.561330795288086 wall_clock_time_millis_testing 2.4428367614746094 wall_clock_time_millis_testing 2.488374710083008 wall_clock_time_millis_testing 2.637624740600586 wall_clock_time_millis_testing 2.5072097778320312 wall_clock_time_millis_testing 3.257274627685547 wall_clock_time_millis_testing 2.5768280029296875 wall_clock_time_millis_training 506.0899257659912 wall_clock_time_millis_training 426.15818977355957 wall_clock_time_millis_training 412.6863479614258 wall_clock_time_millis_training 398.0982303619385 wall_clock_time_millis_training 403.4097194671631 wall_clock_time_millis_training 394.75202560424805 wall_clock_time_millis_training 387.48812675476074 wall_clock_time_millis_training 387.0067596435547 wall_clock_time_millis_training 391.02625846862793 wall_clock_time_millis_training 397.7949619293213