10376510 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) 8231694 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 21.781529435659042 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.00018763775717576533 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 21674729 description https://api.openml.org/data/download/21674729/description.xml -1 21674730 predictions https://api.openml.org/data/download/21674730/predictions.arff area_under_roc_curve 0.9962199733874922 [0.99556,0.994015,1,1] average_cost 0 f_measure 0.9952431743723652 [0.993711,0.99322,1,1] kappa 0.9930807519848615 kb_relative_information_score 0.994351567894058 mean_absolute_error 0.0023781212841854932 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] precision 0.995258033360691 [0.990596,0.996599,1,1] predictive_accuracy 0.9952437574316291 prior_entropy 1.7874257213274838 recall 0.995243757431629 [0.996845,0.989865,1,1] relative_absolute_error 0.006915671771578179 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.04876598490941707 root_relative_squared_error 0.11763193633303269 total_cost 0 area_under_roc_curve 0.981132075471698 [0.981132,0.966667,1,1] 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 0.9764214149609688 [0.969697,0.965517,1,1] 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 0.9658085277554306 kappa 1 kappa 1 kappa 1 kappa 0.9825726141078839 kappa 0.9825581395348838 kappa 1 kappa 1 kappa 1 kappa 1 kb_relative_information_score 0.9720452507344605 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 0.011764705882352941 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 0.9778546712802769 [0.941176,1,1,1] 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 0.9764705882352941 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 0.9764705882352941 [1,0.933333,1,1] 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 0.03417939124279499 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 0.10846522890932808 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 0.2613856136913642 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 39.97195799999531 usercpu_time_millis 42.48663300000999 usercpu_time_millis 40.7093899999893 usercpu_time_millis 40.90867799999387 usercpu_time_millis 41.35422999999605 usercpu_time_millis 41.796312000030866 usercpu_time_millis 40.93808000001786 usercpu_time_millis 41.261000000019976 usercpu_time_millis 27.24748000002819 usercpu_time_millis 27.275972000012416 usercpu_time_millis_testing 4.02179600001773 usercpu_time_millis_testing 4.139796000004026 usercpu_time_millis_testing 4.05419699998788 usercpu_time_millis_testing 4.139129000009234 usercpu_time_millis_testing 4.0594220000116366 usercpu_time_millis_testing 4.112046000017244 usercpu_time_millis_testing 4.2472230000214495 usercpu_time_millis_testing 3.864729000014222 usercpu_time_millis_testing 2.4947610000083387 usercpu_time_millis_testing 2.4796000000151253 usercpu_time_millis_training 35.95016199997758 usercpu_time_millis_training 38.34683700000596 usercpu_time_millis_training 36.65519300000142 usercpu_time_millis_training 36.769548999984636 usercpu_time_millis_training 37.294807999984414 usercpu_time_millis_training 37.68426600001362 usercpu_time_millis_training 36.69085699999641 usercpu_time_millis_training 37.396271000005754 usercpu_time_millis_training 24.75271900001985 usercpu_time_millis_training 24.79637199999729 wall_clock_time_millis 40.10748863220215 wall_clock_time_millis 42.50001907348633 wall_clock_time_millis 40.81559181213379 wall_clock_time_millis 40.923357009887695 wall_clock_time_millis 41.410207748413086 wall_clock_time_millis 41.80908203125 wall_clock_time_millis 40.955543518066406 wall_clock_time_millis 41.47911071777344 wall_clock_time_millis 27.253150939941406 wall_clock_time_millis 27.2824764251709 wall_clock_time_millis_testing 4.028797149658203 wall_clock_time_millis_testing 4.150152206420898 wall_clock_time_millis_testing 4.065990447998047 wall_clock_time_millis_testing 4.149913787841797 wall_clock_time_millis_testing 4.068613052368164 wall_clock_time_millis_testing 4.1217803955078125 wall_clock_time_millis_testing 4.2591094970703125 wall_clock_time_millis_testing 3.8673877716064453 wall_clock_time_millis_testing 2.4979114532470703 wall_clock_time_millis_testing 2.482175827026367 wall_clock_time_millis_training 36.078691482543945 wall_clock_time_millis_training 38.34986686706543 wall_clock_time_millis_training 36.74960136413574 wall_clock_time_millis_training 36.7734432220459 wall_clock_time_millis_training 37.34159469604492 wall_clock_time_millis_training 37.68730163574219 wall_clock_time_millis_training 36.696434020996094 wall_clock_time_millis_training 37.61172294616699 wall_clock_time_millis_training 24.755239486694336 wall_clock_time_millis_training 24.80030059814453