10378040 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) 8232268 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 7.013344375249213 13389 cache_size 200 13389 class_weight null 13389 coef0 0.4986025326959227 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.14201683116848024 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 21677789 description https://api.openml.org/data/download/21677789/description.xml -1 21677790 predictions https://api.openml.org/data/download/21677790/predictions.arff area_under_roc_curve 0.5057251908396947 [0.505725,0.510135,0.5,0.5] average_cost 0 kappa 0.01173294616728294 kb_relative_information_score 0.14091352315582625 mean_absolute_error 0.3079667063020214 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] predictive_accuracy 0.3840665873959572 prior_entropy 1.7874257213274838 recall 0.38406658739595717 [1,0.02027,0,0] relative_absolute_error 0.8955794944193742 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.5549474806700373 root_relative_squared_error 1.3386286944806227 total_cost 0 area_under_roc_curve 0.5094339622641509 [0.509434,0.516667,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5096153846153846 [0.509615,0.516667,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5288461538461539 [0.528846,0.55,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] area_under_roc_curve 0.5094339622641509 [0.509434,0.517241,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] 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 kappa 0.019303305968493462 kappa 0 kappa 0.019679633867276895 kappa 0 kappa 0 kappa 0.0589849108367627 kappa 0 kappa 0 kappa 0.019308486753480025 kappa 0 kb_relative_information_score 0.14584451155139203 kb_relative_information_score 0.13600443226302164 kb_relative_information_score 0.15034983044483816 kb_relative_information_score 0.13600443226302164 kb_relative_information_score 0.13600443226302164 kb_relative_information_score 0.17904062680847116 kb_relative_information_score 0.13731795321194717 kb_relative_information_score 0.12506653000506465 kb_relative_information_score 0.1391026294535114 kb_relative_information_score 0.12506653000506465 mean_absolute_error 0.3058823529411765 mean_absolute_error 0.30952380952380953 mean_absolute_error 0.30357142857142855 mean_absolute_error 0.30952380952380953 mean_absolute_error 0.30952380952380953 mean_absolute_error 0.2916666666666667 mean_absolute_error 0.30952380952380953 mean_absolute_error 0.31547619047619047 mean_absolute_error 0.30952380952380953 mean_absolute_error 0.31547619047619047 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] predictive_accuracy 0.388235294117647 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.39285714285714285 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.41666666666666663 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.36904761904761907 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.36904761904761907 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 0.38823529411764707 [1,0.033333,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.39285714285714285 [1,0.033333,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.4166666666666667 [1,0.1,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.36904761904761907 [1,0,0,0] recall 0.38095238095238093 [1,0.034483,0,0] recall 0.36904761904761907 [1,0,0,0] relative_absolute_error 0.8886641723126698 relative_absolute_error 0.9030746464978617 relative_absolute_error 0.8857078263729027 relative_absolute_error 0.9030746464978617 relative_absolute_error 0.9030746464978617 relative_absolute_error 0.8509741861229849 relative_absolute_error 0.8986236374419689 relative_absolute_error 0.9132154727676834 relative_absolute_error 0.8959849921494252 relative_absolute_error 0.9132154727676834 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 0.5530663187549721 root_mean_squared_error 0.5563486402641868 root_mean_squared_error 0.5509731650193397 root_mean_squared_error 0.5563486402641868 root_mean_squared_error 0.5563486402641868 root_mean_squared_error 0.5400617248673217 root_mean_squared_error 0.5563486402641868 root_mean_squared_error 0.561672672004069 root_mean_squared_error 0.5563486402641868 root_mean_squared_error 0.561672672004069 root_relative_squared_error 1.3328103447846913 root_relative_squared_error 1.3464414320549773 root_relative_squared_error 1.3334320310016898 root_relative_squared_error 1.3464414320549773 root_relative_squared_error 1.3464414320549773 root_relative_squared_error 1.3070248214916804 root_relative_squared_error 1.3397968860540093 root_relative_squared_error 1.348657111913471 root_relative_squared_error 1.335873343665631 root_relative_squared_error 1.348657111913471 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 227.11468199997853 usercpu_time_millis 219.533403000014 usercpu_time_millis 223.54314100005013 usercpu_time_millis 190.30911699996977 usercpu_time_millis 154.6026699999743 usercpu_time_millis 154.73182199997382 usercpu_time_millis 156.0053430000039 usercpu_time_millis 152.67651699997487 usercpu_time_millis 152.14791299996477 usercpu_time_millis 154.97850799999924 usercpu_time_millis_testing 12.905841999952372 usercpu_time_millis_testing 12.85471599999255 usercpu_time_millis_testing 12.819803000013508 usercpu_time_millis_testing 8.582334999971408 usercpu_time_millis_testing 8.371722999982012 usercpu_time_millis_testing 8.380091999981687 usercpu_time_millis_testing 8.371036000028198 usercpu_time_millis_testing 8.380974999965929 usercpu_time_millis_testing 8.365723999986585 usercpu_time_millis_testing 8.417955000027177 usercpu_time_millis_training 214.20884000002616 usercpu_time_millis_training 206.67868700002145 usercpu_time_millis_training 210.72333800003662 usercpu_time_millis_training 181.72678199999837 usercpu_time_millis_training 146.23094699999228 usercpu_time_millis_training 146.35172999999213 usercpu_time_millis_training 147.6343069999757 usercpu_time_millis_training 144.29554200000894 usercpu_time_millis_training 143.7821889999782 usercpu_time_millis_training 146.56055299997206 wall_clock_time_millis 227.12373733520508 wall_clock_time_millis 219.5456027984619 wall_clock_time_millis 223.5558032989502 wall_clock_time_millis 190.32764434814453 wall_clock_time_millis 154.61134910583496 wall_clock_time_millis 154.7396183013916 wall_clock_time_millis 156.01396560668945 wall_clock_time_millis 152.68564224243164 wall_clock_time_millis 152.15492248535156 wall_clock_time_millis 154.98757362365723 wall_clock_time_millis_testing 12.909889221191406 wall_clock_time_millis_testing 12.858390808105469 wall_clock_time_millis_testing 12.824058532714844 wall_clock_time_millis_testing 8.584737777709961 wall_clock_time_millis_testing 8.374214172363281 wall_clock_time_millis_testing 8.382081985473633 wall_clock_time_millis_testing 8.37397575378418 wall_clock_time_millis_testing 8.383512496948242 wall_clock_time_millis_testing 8.36801528930664 wall_clock_time_millis_testing 8.420944213867188 wall_clock_time_millis_training 214.21384811401367 wall_clock_time_millis_training 206.68721199035645 wall_clock_time_millis_training 210.73174476623535 wall_clock_time_millis_training 181.74290657043457 wall_clock_time_millis_training 146.23713493347168 wall_clock_time_millis_training 146.35753631591797 wall_clock_time_millis_training 147.63998985290527 wall_clock_time_millis_training 144.3021297454834 wall_clock_time_millis_training 143.78690719604492 wall_clock_time_millis_training 146.56662940979004