10315072 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) 8173944 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 1e-10 15084 kernel "rbf" 15084 kernel_params null 15084 n_components 500 15084 n_epoch 2 15084 random_state 56362 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 21551791 description https://api.openml.org/data/download/21551791/description.xml -1 21551792 predictions https://api.openml.org/data/download/21551792/predictions.arff area_under_roc_curve 0.9980916030534351 [0.998092,0.996622,1,1] average_cost 0 f_measure 0.9976215871861825 [0.996855,0.99661,1,1] kappa 0.9965403759924308 kb_relative_information_score 0.9971617504848819 mean_absolute_error 0.0011890606420927466 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] precision 0.997636788567126 [0.99373,1,1,1] predictive_accuracy 0.9976218787158144 prior_entropy 1.7874257213274838 recall 0.9976218787158145 [1,0.993243,1,1] relative_absolute_error 0.0034578358857890895 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.034482758620689655 root_relative_squared_error 0.08317833986519163 total_cost 0 area_under_roc_curve 0.9905660377358491 [0.990566,0.983333,1,1] 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 0.9903846153846154 [0.990385,0.983333,1,1] 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 0.9882260909578956 [0.984615,0.983051,1,1] 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 0.988085925374061 [0.984615,0.983051,1,1] 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 0.9829111379171693 kappa 1 kappa 1 kappa 1 kappa 1 kappa 0.9825581395348838 kappa 1 kappa 1 kappa 1 kappa 1 kb_relative_information_score 0.9860226253672303 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 0.9856546018181837 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 mean_absolute_error 0.0058823529411764705 mean_absolute_error 0 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_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 0.9885918003565063 [0.969697,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 0.9884559884559885 [0.969697,1,1,1] 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 0.9882352941176471 predictive_accuracy 1 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 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 0.9882352941176471 [1,0.966667,1,1] 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 0.9880952380952381 [1,0.966667,1,1] 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 0.017089695621397494 relative_absolute_error 0 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 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 0.07669649888473705 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.07715167498104596 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_relative_squared_error 0.18482753994577092 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.1867178316416686 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 331.838243 usercpu_time_millis 341.3492110000007 usercpu_time_millis 337.95646899999986 usercpu_time_millis 338.21176499999876 usercpu_time_millis 337.24155200000007 usercpu_time_millis 342.4178809999994 usercpu_time_millis 347.25122099999874 usercpu_time_millis 344.98525299999903 usercpu_time_millis 363.00533900000073 usercpu_time_millis 345.803523999999 usercpu_time_millis_testing 4.192543000000271 usercpu_time_millis_testing 4.278607999999906 usercpu_time_millis_testing 2.9319940000007705 usercpu_time_millis_testing 3.495537999999243 usercpu_time_millis_testing 3.0777890000006636 usercpu_time_millis_testing 3.0432319999995627 usercpu_time_millis_testing 3.74972100000015 usercpu_time_millis_testing 2.9132119999992767 usercpu_time_millis_testing 3.1018550000005973 usercpu_time_millis_testing 3.985131000000308 usercpu_time_millis_training 327.6456999999997 usercpu_time_millis_training 337.0706030000008 usercpu_time_millis_training 335.0244749999991 usercpu_time_millis_training 334.7162269999995 usercpu_time_millis_training 334.1637629999994 usercpu_time_millis_training 339.3746489999998 usercpu_time_millis_training 343.5014999999986 usercpu_time_millis_training 342.0720409999998 usercpu_time_millis_training 359.90348400000016 usercpu_time_millis_training 341.8183929999987 wall_clock_time_millis 331.8476676940918 wall_clock_time_millis 341.36295318603516 wall_clock_time_millis 337.9831314086914 wall_clock_time_millis 338.2234573364258 wall_clock_time_millis 337.3284339904785 wall_clock_time_millis 343.02306175231934 wall_clock_time_millis 347.4571704864502 wall_clock_time_millis 345.2017307281494 wall_clock_time_millis 363.02947998046875 wall_clock_time_millis 345.81565856933594 wall_clock_time_millis_testing 4.195451736450195 wall_clock_time_millis_testing 4.283666610717773 wall_clock_time_millis_testing 2.935647964477539 wall_clock_time_millis_testing 3.499746322631836 wall_clock_time_millis_testing 3.0815601348876953 wall_clock_time_millis_testing 3.050088882446289 wall_clock_time_millis_testing 3.755331039428711 wall_clock_time_millis_testing 2.918243408203125 wall_clock_time_millis_testing 3.1070709228515625 wall_clock_time_millis_testing 3.9899349212646484 wall_clock_time_millis_training 327.6522159576416 wall_clock_time_millis_training 337.0792865753174 wall_clock_time_millis_training 335.04748344421387 wall_clock_time_millis_training 334.72371101379395 wall_clock_time_millis_training 334.2468738555908 wall_clock_time_millis_training 339.97297286987305 wall_clock_time_millis_training 343.7018394470215 wall_clock_time_millis_training 342.2834873199463 wall_clock_time_millis_training 359.9224090576172 wall_clock_time_millis_training 341.8257236480713