10377589 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) 8232075 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 1479.684750929223 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.9352863440122492 13389 decision_function_shape "ovr" 13389 degree 1 13389 gamma 5.9403103232131136e-05 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 21676887 description https://api.openml.org/data/download/21676887/description.xml -1 21676888 predictions https://api.openml.org/data/download/21676888/predictions.arff area_under_roc_curve 0.9971741718607746 [0.996514,0.995704,1,1] average_cost 0 f_measure 0.9964326089579767 [0.995276,0.994924,1,1] kappa 0.9948107881308348 kb_relative_information_score 0.9957706926516171 mean_absolute_error 0.0017835909631391202 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] precision 0.996436265728499 [0.993711,0.99661,1,1] predictive_accuracy 0.9964328180737217 prior_entropy 1.7874257213274838 recall 0.9964328180737217 [0.996845,0.993243,1,1] relative_absolute_error 0.005186753828683634 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.04223258177212376 root_relative_squared_error 0.10187224516076002 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 1 [1,1,1,1] 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 1 [1,1,1,1] 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 1 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 1 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 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 1 [1,1,1,1] 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 1 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 1 [1,1,1,1] 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 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 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 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 36.259596999968835 usercpu_time_millis 39.34500900001581 usercpu_time_millis 34.75729099997693 usercpu_time_millis 35.584640999985595 usercpu_time_millis 36.482954999996764 usercpu_time_millis 34.52251700002762 usercpu_time_millis 34.621727999990526 usercpu_time_millis 35.186791000029416 usercpu_time_millis 36.073584000007486 usercpu_time_millis 37.02720699999418 usercpu_time_millis_testing 3.411801999988029 usercpu_time_millis_testing 3.185683000026529 usercpu_time_millis_testing 3.274298999997427 usercpu_time_millis_testing 3.170926999985113 usercpu_time_millis_testing 3.2650959999784845 usercpu_time_millis_testing 3.0387570000129926 usercpu_time_millis_testing 3.0910119999987273 usercpu_time_millis_testing 3.164649000012787 usercpu_time_millis_testing 3.2196280000107436 usercpu_time_millis_testing 3.323919999985492 usercpu_time_millis_training 32.847794999980806 usercpu_time_millis_training 36.15932599998928 usercpu_time_millis_training 31.482991999979504 usercpu_time_millis_training 32.41371400000048 usercpu_time_millis_training 33.21785900001828 usercpu_time_millis_training 31.483760000014627 usercpu_time_millis_training 31.5307159999918 usercpu_time_millis_training 32.02214200001663 usercpu_time_millis_training 32.85395599999674 usercpu_time_millis_training 33.703287000008686 wall_clock_time_millis 36.27300262451172 wall_clock_time_millis 39.357900619506836 wall_clock_time_millis 34.76977348327637 wall_clock_time_millis 35.59708595275879 wall_clock_time_millis 36.495208740234375 wall_clock_time_millis 34.53707695007324 wall_clock_time_millis 34.63292121887207 wall_clock_time_millis 35.19845008850098 wall_clock_time_millis 36.0867977142334 wall_clock_time_millis 37.04261779785156 wall_clock_time_millis_testing 3.4189224243164062 wall_clock_time_millis_testing 3.192901611328125 wall_clock_time_millis_testing 3.2808780670166016 wall_clock_time_millis_testing 3.177642822265625 wall_clock_time_millis_testing 3.2715797424316406 wall_clock_time_millis_testing 3.046274185180664 wall_clock_time_millis_testing 3.0977725982666016 wall_clock_time_millis_testing 3.1707286834716797 wall_clock_time_millis_testing 3.226757049560547 wall_clock_time_millis_testing 3.3321380615234375 wall_clock_time_millis_training 32.85408020019531 wall_clock_time_millis_training 36.16499900817871 wall_clock_time_millis_training 31.488895416259766 wall_clock_time_millis_training 32.419443130493164 wall_clock_time_millis_training 33.223628997802734 wall_clock_time_millis_training 31.490802764892578 wall_clock_time_millis_training 31.53514862060547 wall_clock_time_millis_training 32.0277214050293 wall_clock_time_millis_training 32.86004066467285 wall_clock_time_millis_training 33.710479736328125