10377585 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) 8232073 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 6.523402639623098 13389 cache_size 200 13389 class_weight null 13389 coef0 0.9910419299036028 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 0.014605206438592465 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 21676879 description https://api.openml.org/data/download/21676879/description.xml -1 21676880 predictions https://api.openml.org/data/download/21676880/predictions.arff area_under_roc_curve 0.996256740668114 [0.996514,0.994787,0.990909,1] average_cost 0 f_measure 0.9952411118296803 [0.995276,0.993243,0.990826,1] kappa 0.9930776195571651 kb_relative_information_score 0.9931001818726035 mean_absolute_error 0.0023781212841854932 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] precision 0.9952512358004472 [0.993711,0.993243,1,1] predictive_accuracy 0.9952437574316291 prior_entropy 1.7874257213274838 recall 0.995243757431629 [0.996845,0.993243,0.981818,1] relative_absolute_error 0.006915671771578179 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.04876598490941707 root_relative_squared_error 0.11763193633303269 total_cost 0 area_under_roc_curve 0.9905660377358491 [0.990566,0.983333,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.9907407407407408 [0.984375,0.990741,1,1] area_under_roc_curve 0.9903846153846154 [0.990385,0.983333,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.9909090909090909 [1,0.990909,0.916667,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] 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 f_measure 0.9882260909578956 [0.984615,0.983051,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 0.9880983358735114 [0.984127,0.983607,1,1] f_measure 0.988085925374061 [0.984615,0.983051,1,1] f_measure 1 [1,1,1,1] f_measure 0.9876550003668647 [1,0.983051,0.909091,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] kappa 0.9829111379171693 kappa 1 kappa 1 kappa 1 kappa 0.9825726141078839 kappa 0.9825581395348838 kappa 1 kappa 0.9827550810921782 kappa 1 kappa 1 kb_relative_information_score 0.9860226253672303 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 0.9859383197947719 kb_relative_information_score 0.9856546018181837 kb_relative_information_score 1 kb_relative_information_score 0.9735868501534317 kb_relative_information_score 1 kb_relative_information_score 1 mean_absolute_error 0.0058823529411764705 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.005952380952380952 mean_absolute_error 0.005952380952380952 mean_absolute_error 0 mean_absolute_error 0.005952380952380952 mean_absolute_error 0 mean_absolute_error 0 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] precision 0.9885918003565063 [0.969697,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 0.988479262672811 [1,0.967742,1,1] precision 0.9884559884559885 [0.969697,1,1,1] precision 1 [1,1,1,1] precision 0.9884920634920634 [1,0.966667,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] predictive_accuracy 0.9882352941176471 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9880952380952381 predictive_accuracy 0.9880952380952381 predictive_accuracy 1 predictive_accuracy 0.9880952380952381 predictive_accuracy 1 predictive_accuracy 1 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 0.9882352941176471 [1,0.966667,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 0.9880952380952381 [0.96875,1,1,1] recall 0.9880952380952381 [1,0.966667,1,1] recall 1 [1,1,1,1] recall 0.9880952380952381 [1,1,0.833333,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] relative_absolute_error 0.017089695621397494 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.017366820124958878 relative_absolute_error 0.017366820124958878 relative_absolute_error 0 relative_absolute_error 0.017230480618258177 relative_absolute_error 0 relative_absolute_error 0 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 0.07669649888473705 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.07715167498104596 root_mean_squared_error 0.07715167498104596 root_mean_squared_error 0 root_mean_squared_error 0.07715167498104596 root_mean_squared_error 0 root_mean_squared_error 0 root_relative_squared_error 0.18482753994577092 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.1867178316416686 root_relative_squared_error 0.1867178316416686 root_relative_squared_error 0 root_relative_squared_error 0.1852523014658446 root_relative_squared_error 0 root_relative_squared_error 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 total_cost 0 usercpu_time_millis 72.71946400001639 usercpu_time_millis 71.27194499997813 usercpu_time_millis 69.30819700002644 usercpu_time_millis 69.5920610000087 usercpu_time_millis 75.57659799996941 usercpu_time_millis 69.54402000002347 usercpu_time_millis 70.29779100000155 usercpu_time_millis 71.34844899999848 usercpu_time_millis 71.02613599997198 usercpu_time_millis 72.91294999998854 usercpu_time_millis_testing 6.594886000016231 usercpu_time_millis_testing 6.4058309999950325 usercpu_time_millis_testing 6.286792000025798 usercpu_time_millis_testing 6.278096000016831 usercpu_time_millis_testing 6.490118999977312 usercpu_time_millis_testing 6.309594000015295 usercpu_time_millis_testing 6.363004000007777 usercpu_time_millis_testing 6.444126999980426 usercpu_time_millis_testing 6.370679999974982 usercpu_time_millis_testing 6.61736199998586 usercpu_time_millis_training 66.12457800000016 usercpu_time_millis_training 64.8661139999831 usercpu_time_millis_training 63.02140500000064 usercpu_time_millis_training 63.31396499999187 usercpu_time_millis_training 69.0864789999921 usercpu_time_millis_training 63.23442600000817 usercpu_time_millis_training 63.934786999993776 usercpu_time_millis_training 64.90432200001806 usercpu_time_millis_training 64.655455999997 usercpu_time_millis_training 66.29558800000268 wall_clock_time_millis 72.73292541503906 wall_clock_time_millis 71.2885856628418 wall_clock_time_millis 69.32473182678223 wall_clock_time_millis 69.60630416870117 wall_clock_time_millis 75.5913257598877 wall_clock_time_millis 69.56124305725098 wall_clock_time_millis 70.3134536743164 wall_clock_time_millis 71.3653564453125 wall_clock_time_millis 71.03753089904785 wall_clock_time_millis 72.92914390563965 wall_clock_time_millis_testing 6.604194641113281 wall_clock_time_millis_testing 6.417274475097656 wall_clock_time_millis_testing 6.297826766967773 wall_clock_time_millis_testing 6.287097930908203 wall_clock_time_millis_testing 6.499528884887695 wall_clock_time_millis_testing 6.320714950561523 wall_clock_time_millis_testing 6.372928619384766 wall_clock_time_millis_testing 6.454706192016602 wall_clock_time_millis_testing 6.379365921020508 wall_clock_time_millis_testing 6.627798080444336 wall_clock_time_millis_training 66.12873077392578 wall_clock_time_millis_training 64.87131118774414 wall_clock_time_millis_training 63.02690505981445 wall_clock_time_millis_training 63.31920623779297 wall_clock_time_millis_training 69.091796875 wall_clock_time_millis_training 63.24052810668945 wall_clock_time_millis_training 63.94052505493164 wall_clock_time_millis_training 64.9106502532959 wall_clock_time_millis_training 64.65816497802734 wall_clock_time_millis_training 66.30134582519531