10376565 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) 8231714 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 2.0 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.25 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 21674839 description https://api.openml.org/data/download/21674839/description.xml -1 21674840 predictions https://api.openml.org/data/download/21674840/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 228.78409599996985 usercpu_time_millis 231.8466320000141 usercpu_time_millis 232.07101900001703 usercpu_time_millis 229.65642399998387 usercpu_time_millis 229.13517299997466 usercpu_time_millis 162.3824520000028 usercpu_time_millis 228.34620999998378 usercpu_time_millis 228.18598100002419 usercpu_time_millis 224.7792249999918 usercpu_time_millis 223.57546500001035 usercpu_time_millis_testing 13.21522199998526 usercpu_time_millis_testing 13.123476000004075 usercpu_time_millis_testing 13.248212999997122 usercpu_time_millis_testing 13.132264999995868 usercpu_time_millis_testing 12.990183999988858 usercpu_time_millis_testing 8.556261999984827 usercpu_time_millis_testing 13.158329999981788 usercpu_time_millis_testing 13.232213000009097 usercpu_time_millis_testing 13.122759999987466 usercpu_time_millis_testing 12.869617000006883 usercpu_time_millis_training 215.5688739999846 usercpu_time_millis_training 218.72315600001002 usercpu_time_millis_training 218.8228060000199 usercpu_time_millis_training 216.524158999988 usercpu_time_millis_training 216.1449889999858 usercpu_time_millis_training 153.82619000001796 usercpu_time_millis_training 215.187880000002 usercpu_time_millis_training 214.9537680000151 usercpu_time_millis_training 211.65646500000435 usercpu_time_millis_training 210.70584800000347 wall_clock_time_millis 228.80125045776367 wall_clock_time_millis 231.86397552490234 wall_clock_time_millis 232.0873737335205 wall_clock_time_millis 229.76016998291016 wall_clock_time_millis 229.15101051330566 wall_clock_time_millis 162.95146942138672 wall_clock_time_millis 228.3616065979004 wall_clock_time_millis 228.23095321655273 wall_clock_time_millis 224.90644454956055 wall_clock_time_millis 223.59132766723633 wall_clock_time_millis_testing 13.225555419921875 wall_clock_time_millis_testing 13.13161849975586 wall_clock_time_millis_testing 13.256549835205078 wall_clock_time_millis_testing 13.143062591552734 wall_clock_time_millis_testing 12.99905776977539 wall_clock_time_millis_testing 8.562564849853516 wall_clock_time_millis_testing 13.167142868041992 wall_clock_time_millis_testing 13.241052627563477 wall_clock_time_millis_testing 13.131380081176758 wall_clock_time_millis_testing 12.876033782958984 wall_clock_time_millis_training 215.5756950378418 wall_clock_time_millis_training 218.73235702514648 wall_clock_time_millis_training 218.83082389831543 wall_clock_time_millis_training 216.61710739135742 wall_clock_time_millis_training 216.15195274353027 wall_clock_time_millis_training 154.3889045715332 wall_clock_time_millis_training 215.1944637298584 wall_clock_time_millis_training 214.98990058898926 wall_clock_time_millis_training 211.7750644683838 wall_clock_time_millis_training 210.71529388427734