10377494 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) 8232024 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 3.933669592353372 13389 cache_size 200 13389 class_weight null 13389 coef0 0.6715923994046251 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 4.372735153234684 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 21676697 description https://api.openml.org/data/download/21676697/description.xml -1 21676698 predictions https://api.openml.org/data/download/21676698/predictions.arff area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score 0.13239877461047164 mean_absolute_error 0.31153388822829964 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] predictive_accuracy 0.3769322235434007 prior_entropy 1.7874257213274838 recall 0.3769322235434007 [1,0,0,0] relative_absolute_error 0.9059530020767416 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.5581522088358154 root_relative_squared_error 1.3463590495685336 total_cost 0 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] 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] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.1318671369186223 kb_relative_information_score 0.13600443226302164 kb_relative_information_score 0.13600443226302164 kb_relative_information_score 0.13600443226302164 kb_relative_information_score 0.13600443226302164 kb_relative_information_score 0.13600443226302164 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 0.31176470588235294 mean_absolute_error 0.30952380952380953 mean_absolute_error 0.30952380952380953 mean_absolute_error 0.30952380952380953 mean_absolute_error 0.30952380952380953 mean_absolute_error 0.30952380952380953 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 0.3764705882352941 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.38095238095238093 predictive_accuracy 0.38095238095238093 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 0.3764705882352941 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] recall 0.38095238095238093 [1,0,0,0] 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 0.9057538679340672 relative_absolute_error 0.9030746464978617 relative_absolute_error 0.9030746464978617 relative_absolute_error 0.9030746464978617 relative_absolute_error 0.9030746464978617 relative_absolute_error 0.9030746464978617 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 0.5583589400039664 root_mean_squared_error 0.5563486402641868 root_mean_squared_error 0.5563486402641868 root_mean_squared_error 0.5563486402641868 root_mean_squared_error 0.5563486402641868 root_mean_squared_error 0.5563486402641868 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 1.3455648013705968 root_relative_squared_error 1.3464414320549773 root_relative_squared_error 1.3464414320549773 root_relative_squared_error 1.3464414320549773 root_relative_squared_error 1.3464414320549773 root_relative_squared_error 1.3464414320549773 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 173.4037309999792 usercpu_time_millis 170.35048399998232 usercpu_time_millis 183.2284150000021 usercpu_time_millis 164.48924600001646 usercpu_time_millis 163.76265699997816 usercpu_time_millis 165.61135900002455 usercpu_time_millis 163.29369299998575 usercpu_time_millis 163.60562599999184 usercpu_time_millis 163.05421100000217 usercpu_time_millis 160.55696800000874 usercpu_time_millis_testing 9.782419999993408 usercpu_time_millis_testing 9.547833999988597 usercpu_time_millis_testing 9.879530999995723 usercpu_time_millis_testing 9.589153999996824 usercpu_time_millis_testing 9.596574999989116 usercpu_time_millis_testing 9.614644000009775 usercpu_time_millis_testing 9.702790999995159 usercpu_time_millis_testing 10.010107999988804 usercpu_time_millis_testing 9.562273999989657 usercpu_time_millis_testing 9.341425000002346 usercpu_time_millis_training 163.62131099998578 usercpu_time_millis_training 160.80264999999372 usercpu_time_millis_training 173.34888400000636 usercpu_time_millis_training 154.90009200001964 usercpu_time_millis_training 154.16608199998905 usercpu_time_millis_training 155.99671500001477 usercpu_time_millis_training 153.5909019999906 usercpu_time_millis_training 153.59551800000304 usercpu_time_millis_training 153.4919370000125 usercpu_time_millis_training 151.2155430000064 wall_clock_time_millis 173.45929145812988 wall_clock_time_millis 170.35698890686035 wall_clock_time_millis 183.24685096740723 wall_clock_time_millis 164.49904441833496 wall_clock_time_millis 163.7704372406006 wall_clock_time_millis 165.6646728515625 wall_clock_time_millis 163.30432891845703 wall_clock_time_millis 163.61522674560547 wall_clock_time_millis 163.06447982788086 wall_clock_time_millis 160.59160232543945 wall_clock_time_millis_testing 9.78541374206543 wall_clock_time_millis_testing 9.550094604492188 wall_clock_time_millis_testing 9.884834289550781 wall_clock_time_millis_testing 9.593009948730469 wall_clock_time_millis_testing 9.600400924682617 wall_clock_time_millis_testing 9.618997573852539 wall_clock_time_millis_testing 9.706735610961914 wall_clock_time_millis_testing 10.014057159423828 wall_clock_time_millis_testing 9.567022323608398 wall_clock_time_millis_testing 9.344100952148438 wall_clock_time_millis_training 163.67387771606445 wall_clock_time_millis_training 160.80689430236816 wall_clock_time_millis_training 173.36201667785645 wall_clock_time_millis_training 154.9060344696045 wall_clock_time_millis_training 154.17003631591797 wall_clock_time_millis_training 156.04567527770996 wall_clock_time_millis_training 153.59759330749512 wall_clock_time_millis_training 153.60116958618164 wall_clock_time_millis_training 153.49745750427246 wall_clock_time_millis_training 151.24750137329102