10377536 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) 8232050 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 29.39864396838416 13389 cache_size 200 13389 class_weight null 13389 coef0 0.15746518290620926 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 0.013790382282982875 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 21676781 description https://api.openml.org/data/download/21676781/description.xml -1 21676782 predictions https://api.openml.org/data/download/21676782/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 64.17674799999418 usercpu_time_millis 60.1372250000054 usercpu_time_millis 49.01292600001739 usercpu_time_millis 46.029139000012265 usercpu_time_millis 49.38406900001269 usercpu_time_millis 62.92074399999592 usercpu_time_millis 64.66856399998733 usercpu_time_millis 56.15393599998697 usercpu_time_millis 47.050272000007 usercpu_time_millis 47.87357800000791 usercpu_time_millis_testing 6.068108999983224 usercpu_time_millis_testing 4.070219999988467 usercpu_time_millis_testing 3.86213100000532 usercpu_time_millis_testing 3.8920950000260746 usercpu_time_millis_testing 3.9672380000013163 usercpu_time_millis_testing 5.804126000015231 usercpu_time_millis_testing 5.8416610000051605 usercpu_time_millis_testing 3.952929999996968 usercpu_time_millis_testing 3.907140999984904 usercpu_time_millis_testing 4.08184700000902 usercpu_time_millis_training 58.10863900001095 usercpu_time_millis_training 56.067005000016934 usercpu_time_millis_training 45.15079500001207 usercpu_time_millis_training 42.13704399998619 usercpu_time_millis_training 45.41683100001137 usercpu_time_millis_training 57.11661799998069 usercpu_time_millis_training 58.82690299998217 usercpu_time_millis_training 52.20100599999 usercpu_time_millis_training 43.143131000022095 usercpu_time_millis_training 43.79173099999889 wall_clock_time_millis 64.20397758483887 wall_clock_time_millis 60.15348434448242 wall_clock_time_millis 49.019813537597656 wall_clock_time_millis 46.068668365478516 wall_clock_time_millis 49.39150810241699 wall_clock_time_millis 62.928199768066406 wall_clock_time_millis 64.67843055725098 wall_clock_time_millis 56.16021156311035 wall_clock_time_millis 47.055721282958984 wall_clock_time_millis 47.88017272949219 wall_clock_time_millis_testing 6.088972091674805 wall_clock_time_millis_testing 4.0740966796875 wall_clock_time_millis_testing 3.864765167236328 wall_clock_time_millis_testing 3.895282745361328 wall_clock_time_millis_testing 3.9703845977783203 wall_clock_time_millis_testing 5.808115005493164 wall_clock_time_millis_testing 5.845546722412109 wall_clock_time_millis_testing 3.956317901611328 wall_clock_time_millis_testing 3.909587860107422 wall_clock_time_millis_testing 4.084587097167969 wall_clock_time_millis_training 58.11500549316406 wall_clock_time_millis_training 56.07938766479492 wall_clock_time_millis_training 45.15504837036133 wall_clock_time_millis_training 42.17338562011719 wall_clock_time_millis_training 45.42112350463867 wall_clock_time_millis_training 57.12008476257324 wall_clock_time_millis_training 58.83288383483887 wall_clock_time_millis_training 52.20389366149902 wall_clock_time_millis_training 43.14613342285156 wall_clock_time_millis_training 43.79558563232422