10377367 8323 Heinrich Peters 3549 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8231918 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "median" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 8989.552949094119 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.8174808800147801 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 0.006072491733372053 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 1 13389 shrinking true 13389 tol 0.001 13389 verbose false 13389 memory null 16345 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": "svc", "step_name": "svc"}}] 16345 verbose false 16345 openml-python Sklearn_0.21.2. 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 21676443 description https://api.openml.org/data/download/21676443/description.xml -1 21676444 predictions https://api.openml.org/data/download/21676444/predictions.arff area_under_roc_curve 0.9971741718607746 [0.996514,0.995704,1,1] average_cost 0 f_measure 0.9964326089579767 [0.995276,0.994924,1,1] kappa 0.9948107881308348 kb_relative_information_score 0.9957706926516171 mean_absolute_error 0.0017835909631391202 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] precision 0.996436265728499 [0.993711,0.99661,1,1] predictive_accuracy 0.9964328180737217 prior_entropy 1.7874257213274838 recall 0.9964328180737217 [0.996845,0.993243,1,1] relative_absolute_error 0.005186753828683634 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.04223258177212376 root_relative_squared_error 0.10187224516076002 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 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 0.9880983358735114 [0.984127,0.983607,1,1] 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 0.9825726141078839 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 0.9859383197947719 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 0.005952380952380952 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 0.988479262672811 [1,0.967742,1,1] 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 0.9880952380952381 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 0.9880952380952381 [0.96875,1,1,1] 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 0.017366820124958878 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 0.07715167498104596 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 0.1867178316416686 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 42.7874490000022 usercpu_time_millis 33.6511259999952 usercpu_time_millis 30.505736000009165 usercpu_time_millis 32.40445599999475 usercpu_time_millis 31.426697999989983 usercpu_time_millis 29.72135500000661 usercpu_time_millis 29.612974000002623 usercpu_time_millis 37.27450499999918 usercpu_time_millis 33.0118690000063 usercpu_time_millis 30.580979999996316 usercpu_time_millis_testing 3.0567320000045584 usercpu_time_millis_testing 2.948509999995963 usercpu_time_millis_testing 2.8235010000088323 usercpu_time_millis_testing 2.8150410000051806 usercpu_time_millis_testing 2.8539300000005596 usercpu_time_millis_testing 2.695321000004469 usercpu_time_millis_testing 2.688609000003339 usercpu_time_millis_testing 2.8561399999915693 usercpu_time_millis_testing 2.7423030000051085 usercpu_time_millis_testing 2.675240000002077 usercpu_time_millis_training 39.73071699999764 usercpu_time_millis_training 30.70261599999924 usercpu_time_millis_training 27.682235000000333 usercpu_time_millis_training 29.58941499998957 usercpu_time_millis_training 28.572767999989424 usercpu_time_millis_training 27.02603400000214 usercpu_time_millis_training 26.924364999999284 usercpu_time_millis_training 34.41836500000761 usercpu_time_millis_training 30.26956600000119 usercpu_time_millis_training 27.90573999999424 wall_clock_time_millis 42.82236099243164 wall_clock_time_millis 33.65898132324219 wall_clock_time_millis 30.5173397064209 wall_clock_time_millis 32.41252899169922 wall_clock_time_millis 31.431913375854492 wall_clock_time_millis 29.72412109375 wall_clock_time_millis 29.617786407470703 wall_clock_time_millis 37.28127479553223 wall_clock_time_millis 33.01572799682617 wall_clock_time_millis 30.585050582885742 wall_clock_time_millis_testing 3.0608177185058594 wall_clock_time_millis_testing 2.9518604278564453 wall_clock_time_millis_testing 2.8285980224609375 wall_clock_time_millis_testing 2.818584442138672 wall_clock_time_millis_testing 2.8564929962158203 wall_clock_time_millis_testing 2.697467803955078 wall_clock_time_millis_testing 2.691507339477539 wall_clock_time_millis_testing 2.858877182006836 wall_clock_time_millis_testing 2.7446746826171875 wall_clock_time_millis_testing 2.677440643310547 wall_clock_time_millis_training 39.76154327392578 wall_clock_time_millis_training 30.707120895385742 wall_clock_time_millis_training 27.68874168395996 wall_clock_time_millis_training 29.593944549560547 wall_clock_time_millis_training 28.575420379638672 wall_clock_time_millis_training 27.026653289794922 wall_clock_time_millis_training 26.926279067993164 wall_clock_time_millis_training 34.42239761352539 wall_clock_time_millis_training 30.271053314208984 wall_clock_time_millis_training 27.907609939575195