10314629 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) 8173501 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 100.0 15084 kernel "rbf" 15084 kernel_params null 15084 n_components 2000 15084 n_epoch 2 15084 random_state 3497 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 21550904 description https://api.openml.org/data/download/21550904/description.xml -1 21550905 predictions https://api.openml.org/data/download/21550905/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 541.2360380141763 usercpu_time_millis 573.4010949963704 usercpu_time_millis 696.3360280060442 usercpu_time_millis 659.0156980091706 usercpu_time_millis 662.7034720004303 usercpu_time_millis 669.6782520011766 usercpu_time_millis 663.5166420019232 usercpu_time_millis 660.5910049984232 usercpu_time_millis 656.3767359912163 usercpu_time_millis 679.5921239972813 usercpu_time_millis_testing 4.033639008412138 usercpu_time_millis_testing 3.6244899965822697 usercpu_time_millis_testing 4.21463800012134 usercpu_time_millis_testing 3.8278990105027333 usercpu_time_millis_testing 4.0649379952810705 usercpu_time_millis_testing 4.370994007331319 usercpu_time_millis_testing 3.918197995517403 usercpu_time_millis_testing 4.124436993151903 usercpu_time_millis_testing 4.160376993240789 usercpu_time_millis_testing 4.5495709928218275 usercpu_time_millis_training 537.2023990057642 usercpu_time_millis_training 569.7766049997881 usercpu_time_millis_training 692.1213900059229 usercpu_time_millis_training 655.1877989986679 usercpu_time_millis_training 658.6385340051493 usercpu_time_millis_training 665.3072579938453 usercpu_time_millis_training 659.5984440064058 usercpu_time_millis_training 656.4665680052713 usercpu_time_millis_training 652.2163589979755 usercpu_time_millis_training 675.0425530044595 wall_clock_time_millis 541.2704944610596 wall_clock_time_millis 573.4348297119141 wall_clock_time_millis 696.3849067687988 wall_clock_time_millis 659.0430736541748 wall_clock_time_millis 662.733793258667 wall_clock_time_millis 669.7161197662354 wall_clock_time_millis 663.5458469390869 wall_clock_time_millis 660.6354713439941 wall_clock_time_millis 656.4044952392578 wall_clock_time_millis 679.6252727508545 wall_clock_time_millis_testing 4.049777984619141 wall_clock_time_millis_testing 3.63922119140625 wall_clock_time_millis_testing 4.231452941894531 wall_clock_time_millis_testing 3.841400146484375 wall_clock_time_millis_testing 4.079341888427734 wall_clock_time_millis_testing 4.389762878417969 wall_clock_time_millis_testing 3.934144973754883 wall_clock_time_millis_testing 4.136562347412109 wall_clock_time_millis_testing 4.173040390014648 wall_clock_time_millis_testing 4.56690788269043 wall_clock_time_millis_training 537.2207164764404 wall_clock_time_millis_training 569.7956085205078 wall_clock_time_millis_training 692.1534538269043 wall_clock_time_millis_training 655.2016735076904 wall_clock_time_millis_training 658.6544513702393 wall_clock_time_millis_training 665.3263568878174 wall_clock_time_millis_training 659.611701965332 wall_clock_time_millis_training 656.498908996582 wall_clock_time_millis_training 652.2314548492432 wall_clock_time_millis_training 675.0583648681641