10306280 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) 8171949 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 100000.0 15084 kernel "laplace" 15084 kernel_params "\"null\"" 15084 n_components 1000 15084 n_epoch 2 15084 random_state 51877 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 21534164 description https://api.openml.org/data/download/21534164/description.xml -1 21534165 predictions https://api.openml.org/data/download/21534165/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 431.4639509999836 usercpu_time_millis 462.6942559999918 usercpu_time_millis 422.81977999999754 usercpu_time_millis 395.85140299999466 usercpu_time_millis 415.43933099998753 usercpu_time_millis 406.5943229999789 usercpu_time_millis 420.3701470000283 usercpu_time_millis 410.9191619999706 usercpu_time_millis 413.8629360000152 usercpu_time_millis 432.08614899998565 usercpu_time_millis_testing 2.710213999989719 usercpu_time_millis_testing 2.5615739999977905 usercpu_time_millis_testing 2.377144999996972 usercpu_time_millis_testing 2.552476999994724 usercpu_time_millis_testing 2.4824399999943125 usercpu_time_millis_testing 2.8612600000030852 usercpu_time_millis_testing 2.5593410000226413 usercpu_time_millis_testing 2.4506999999971413 usercpu_time_millis_testing 2.5557149999997364 usercpu_time_millis_testing 2.837540999991006 usercpu_time_millis_training 428.75373699999386 usercpu_time_millis_training 460.132681999994 usercpu_time_millis_training 420.44263500000056 usercpu_time_millis_training 393.29892599999994 usercpu_time_millis_training 412.9568909999932 usercpu_time_millis_training 403.7330629999758 usercpu_time_millis_training 417.81080600000564 usercpu_time_millis_training 408.46846199997344 usercpu_time_millis_training 411.3072210000155 usercpu_time_millis_training 429.24860799999465 wall_clock_time_millis 431.5023422241211 wall_clock_time_millis 462.72945404052734 wall_clock_time_millis 422.8334426879883 wall_clock_time_millis 395.88308334350586 wall_clock_time_millis 415.4939651489258 wall_clock_time_millis 406.63909912109375 wall_clock_time_millis 420.3915596008301 wall_clock_time_millis 410.93945503234863 wall_clock_time_millis 413.96474838256836 wall_clock_time_millis 432.10554122924805 wall_clock_time_millis_testing 2.7163028717041016 wall_clock_time_millis_testing 2.567768096923828 wall_clock_time_millis_testing 2.3827552795410156 wall_clock_time_millis_testing 2.562284469604492 wall_clock_time_millis_testing 2.489805221557617 wall_clock_time_millis_testing 2.8700828552246094 wall_clock_time_millis_testing 2.568960189819336 wall_clock_time_millis_testing 2.458810806274414 wall_clock_time_millis_testing 2.5649070739746094 wall_clock_time_millis_testing 2.846240997314453 wall_clock_time_millis_training 428.786039352417 wall_clock_time_millis_training 460.1616859436035 wall_clock_time_millis_training 420.45068740844727 wall_clock_time_millis_training 393.32079887390137 wall_clock_time_millis_training 413.00415992736816 wall_clock_time_millis_training 403.76901626586914 wall_clock_time_millis_training 417.82259941101074 wall_clock_time_millis_training 408.4806442260742 wall_clock_time_millis_training 411.39984130859375 wall_clock_time_millis_training 429.2593002319336