10377553 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) 8232058 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 29.368876419451322 13389 cache_size 200 13389 class_weight null 13389 coef0 0.815004057362626 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 0.6556132496536988 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 21676815 description https://api.openml.org/data/download/21676815/description.xml -1 21676816 predictions https://api.openml.org/data/download/21676816/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 316.4949209999861 usercpu_time_millis 305.35946599999875 usercpu_time_millis 318.03269500002784 usercpu_time_millis 314.35447399999816 usercpu_time_millis 309.44920799998954 usercpu_time_millis 313.11985399997866 usercpu_time_millis 311.54743700002996 usercpu_time_millis 301.47329700000114 usercpu_time_millis 303.03054000000884 usercpu_time_millis 305.4288770000255 usercpu_time_millis_testing 13.189776999979586 usercpu_time_millis_testing 12.946274000000813 usercpu_time_millis_testing 13.233284000023104 usercpu_time_millis_testing 13.027311999991298 usercpu_time_millis_testing 13.000906000002033 usercpu_time_millis_testing 13.213828000004924 usercpu_time_millis_testing 12.97297800002184 usercpu_time_millis_testing 13.003843999996434 usercpu_time_millis_testing 13.043801000009125 usercpu_time_millis_testing 12.99329200000443 usercpu_time_millis_training 303.3051440000065 usercpu_time_millis_training 292.41319199999793 usercpu_time_millis_training 304.79941100000474 usercpu_time_millis_training 301.32716200000687 usercpu_time_millis_training 296.4483019999875 usercpu_time_millis_training 299.90602599997374 usercpu_time_millis_training 298.5744590000081 usercpu_time_millis_training 288.4694530000047 usercpu_time_millis_training 289.9867389999997 usercpu_time_millis_training 292.4355850000211 wall_clock_time_millis 316.53380393981934 wall_clock_time_millis 305.3898811340332 wall_clock_time_millis 318.0501461029053 wall_clock_time_millis 314.38660621643066 wall_clock_time_millis 309.4654083251953 wall_clock_time_millis 313.1389617919922 wall_clock_time_millis 311.56229972839355 wall_clock_time_millis 301.48911476135254 wall_clock_time_millis 303.04741859436035 wall_clock_time_millis 305.46045303344727 wall_clock_time_millis_testing 13.198137283325195 wall_clock_time_millis_testing 12.955427169799805 wall_clock_time_millis_testing 13.242483139038086 wall_clock_time_millis_testing 13.037443161010742 wall_clock_time_millis_testing 13.009071350097656 wall_clock_time_millis_testing 13.224124908447266 wall_clock_time_millis_testing 12.979984283447266 wall_clock_time_millis_testing 13.011693954467773 wall_clock_time_millis_testing 13.052940368652344 wall_clock_time_millis_testing 13.000726699829102 wall_clock_time_millis_training 303.33566665649414 wall_clock_time_millis_training 292.4344539642334 wall_clock_time_millis_training 304.8076629638672 wall_clock_time_millis_training 301.3491630554199 wall_clock_time_millis_training 296.45633697509766 wall_clock_time_millis_training 299.9148368835449 wall_clock_time_millis_training 298.5823154449463 wall_clock_time_millis_training 288.47742080688477 wall_clock_time_millis_training 289.994478225708 wall_clock_time_millis_training 292.45972633361816