10306219 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) 8172063 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 1000.0 15084 kernel "laplace" 15084 kernel_params "\"\\\"null\\\"\"" 15084 n_components 2000 15084 n_epoch 2 15084 random_state 52173 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 21534042 description https://api.openml.org/data/download/21534042/description.xml -1 21534043 predictions https://api.openml.org/data/download/21534043/predictions.arff area_under_roc_curve 0.998128370334057 [0.997469,0.997393,1,1] average_cost 0 f_measure 0.9976218787158145 [0.996845,0.996622,1,1] kappa 0.9965406748357748 kb_relative_information_score 0.9971898174091762 mean_absolute_error 0.0011890606420927466 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] precision 0.9976218787158145 [0.996845,0.996622,1,1] predictive_accuracy 0.9976218787158144 prior_entropy 1.7874257213274838 recall 0.9976218787158145 [0.996845,0.996622,1,1] 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 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 0.9882260909578956 [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 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 0.9829111379171693 kappa 1 kappa 1 kappa 1 kappa 0.9825726141078839 kappa 1 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 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 0.0058823529411764705 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_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 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 0.9882352941176471 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 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 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 0.017089695621397494 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 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 0.07715167498104596 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 0.18482753994577092 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 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 426.1057429999937 usercpu_time_millis 432.82561699996336 usercpu_time_millis 488.13057099999924 usercpu_time_millis 473.0346529999849 usercpu_time_millis 419.82341299998893 usercpu_time_millis 408.41618300001414 usercpu_time_millis 438.6978670000019 usercpu_time_millis 394.9966450000204 usercpu_time_millis 410.87347600003454 usercpu_time_millis 397.6101519999986 usercpu_time_millis_testing 2.604877999999644 usercpu_time_millis_testing 3.023335999984056 usercpu_time_millis_testing 4.404523999994581 usercpu_time_millis_testing 2.5447399999904974 usercpu_time_millis_testing 2.7364929999862397 usercpu_time_millis_testing 3.4940670000196405 usercpu_time_millis_testing 2.698450999986335 usercpu_time_millis_testing 2.5349280000170893 usercpu_time_millis_testing 2.395136000018283 usercpu_time_millis_testing 2.351363999991918 usercpu_time_millis_training 423.50086499999406 usercpu_time_millis_training 429.8022809999793 usercpu_time_millis_training 483.72604700000466 usercpu_time_millis_training 470.48991299999443 usercpu_time_millis_training 417.0869200000027 usercpu_time_millis_training 404.9221159999945 usercpu_time_millis_training 435.9994160000156 usercpu_time_millis_training 392.4617170000033 usercpu_time_millis_training 408.47834000001626 usercpu_time_millis_training 395.2587880000067 wall_clock_time_millis 429.0030002593994 wall_clock_time_millis 435.1186752319336 wall_clock_time_millis 488.2855415344238 wall_clock_time_millis 473.0701446533203 wall_clock_time_millis 419.846773147583 wall_clock_time_millis 408.4336757659912 wall_clock_time_millis 438.7369155883789 wall_clock_time_millis 395.01428604125977 wall_clock_time_millis 410.9032154083252 wall_clock_time_millis 397.62067794799805 wall_clock_time_millis_testing 2.6161670684814453 wall_clock_time_millis_testing 3.0303001403808594 wall_clock_time_millis_testing 4.41431999206543 wall_clock_time_millis_testing 2.5534629821777344 wall_clock_time_millis_testing 2.745389938354492 wall_clock_time_millis_testing 3.5016536712646484 wall_clock_time_millis_testing 2.7086734771728516 wall_clock_time_millis_testing 2.54058837890625 wall_clock_time_millis_testing 2.401590347290039 wall_clock_time_millis_testing 2.356290817260742 wall_clock_time_millis_training 426.38683319091797 wall_clock_time_millis_training 432.08837509155273 wall_clock_time_millis_training 483.8712215423584 wall_clock_time_millis_training 470.5166816711426 wall_clock_time_millis_training 417.1013832092285 wall_clock_time_millis_training 404.93202209472656 wall_clock_time_millis_training 436.02824211120605 wall_clock_time_millis_training 392.4736976623535 wall_clock_time_millis_training 408.50162506103516 wall_clock_time_millis_training 395.2643871307373