10378015 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) 8232256 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 28.474882028277037 13389 cache_size 200 13389 class_weight null 13389 coef0 0.9087230217297251 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 0.1449257658205107 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 21677739 description https://api.openml.org/data/download/21677739/description.xml -1 21677740 predictions https://api.openml.org/data/download/21677740/predictions.arff area_under_roc_curve 0.5038167938931297 [0.503817,0.506757,0.5,0.5] average_cost 0 kappa 0.007822709452591857 kb_relative_information_score 0.13807527364070804 mean_absolute_error 0.3091557669441142 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] predictive_accuracy 0.3816884661117717 prior_entropy 1.7874257213274838 recall 0.3816884661117717 [1,0.013514,0,0] relative_absolute_error 0.8990373303051635 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.5560177757447275 root_relative_squared_error 1.341210430137503 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 0.5192307692307692 [0.519231,0.533333,0.5,0.5] 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 0.5 [0.5,0.5,0.5,0.5] 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 0.03934126258005491 kappa 0 kappa 0 kappa 0 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 0.16469522862665464 kb_relative_information_score 0.13731795321194717 kb_relative_information_score 0.12506653000506465 kb_relative_information_score 0.12506653000506465 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 0.2976190476190476 mean_absolute_error 0.30952380952380953 mean_absolute_error 0.31547619047619047 mean_absolute_error 0.31547619047619047 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 0.40476190476190477 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.36904761904761907 predictive_accuracy 0.36904761904761907 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 0.40476190476190477 [1,0.066667,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.36904761904761907 [1,0,0,0] recall 0.36904761904761907 [1,0,0,0] 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 0.8683410062479439 relative_absolute_error 0.8986236374419689 relative_absolute_error 0.9132154727676834 relative_absolute_error 0.9132154727676834 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 0.5455447255899809 root_mean_squared_error 0.5563486402641868 root_mean_squared_error 0.561672672004069 root_mean_squared_error 0.561672672004069 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 1.3202944492227198 root_relative_squared_error 1.3397968860540093 root_relative_squared_error 1.348657111913471 root_relative_squared_error 1.348657111913471 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 236.1243039999863 usercpu_time_millis 225.61209200000576 usercpu_time_millis 223.57219100007342 usercpu_time_millis 224.51478400000724 usercpu_time_millis 223.40273800006116 usercpu_time_millis 224.31054100002257 usercpu_time_millis 170.41213300001345 usercpu_time_millis 152.79915499996832 usercpu_time_millis 174.35985800000253 usercpu_time_millis 223.1592580000097 usercpu_time_millis_testing 13.701803000003565 usercpu_time_millis_testing 12.905914999976176 usercpu_time_millis_testing 12.846981000052438 usercpu_time_millis_testing 12.881370000002335 usercpu_time_millis_testing 12.870090000035361 usercpu_time_millis_testing 12.75209900001073 usercpu_time_millis_testing 8.347297000000253 usercpu_time_millis_testing 8.351954999966438 usercpu_time_millis_testing 12.823572999991484 usercpu_time_millis_testing 13.047126999992997 usercpu_time_millis_training 222.42250099998273 usercpu_time_millis_training 212.70617700002958 usercpu_time_millis_training 210.72521000002098 usercpu_time_millis_training 211.6334140000049 usercpu_time_millis_training 210.5326480000258 usercpu_time_millis_training 211.55844200001184 usercpu_time_millis_training 162.0648360000132 usercpu_time_millis_training 144.44720000000189 usercpu_time_millis_training 161.53628500001105 usercpu_time_millis_training 210.1121310000167 wall_clock_time_millis 237.2574806213379 wall_clock_time_millis 225.62527656555176 wall_clock_time_millis 223.58441352844238 wall_clock_time_millis 224.53045845031738 wall_clock_time_millis 223.42753410339355 wall_clock_time_millis 224.32208061218262 wall_clock_time_millis 170.42112350463867 wall_clock_time_millis 152.80699729919434 wall_clock_time_millis 174.37124252319336 wall_clock_time_millis 223.16932678222656 wall_clock_time_millis_testing 13.70549201965332 wall_clock_time_millis_testing 12.909650802612305 wall_clock_time_millis_testing 12.850284576416016 wall_clock_time_millis_testing 12.885332107543945 wall_clock_time_millis_testing 12.873411178588867 wall_clock_time_millis_testing 12.757301330566406 wall_clock_time_millis_testing 8.350133895874023 wall_clock_time_millis_testing 8.35418701171875 wall_clock_time_millis_testing 12.827157974243164 wall_clock_time_millis_testing 13.050556182861328 wall_clock_time_millis_training 223.55198860168457 wall_clock_time_millis_training 212.71562576293945 wall_clock_time_millis_training 210.73412895202637 wall_clock_time_millis_training 211.64512634277344 wall_clock_time_millis_training 210.5541229248047 wall_clock_time_millis_training 211.5647792816162 wall_clock_time_millis_training 162.07098960876465 wall_clock_time_millis_training 144.4528102874756 wall_clock_time_millis_training 161.5440845489502 wall_clock_time_millis_training 210.11877059936523