10377604 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) 8232082 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 5.266616263789896 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.7111819894510212 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 0.012541197776805249 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 21676917 description https://api.openml.org/data/download/21676917/description.xml -1 21676918 predictions https://api.openml.org/data/download/21676918/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 65.2296859999808 usercpu_time_millis 63.01545099998407 usercpu_time_millis 61.53038499999752 usercpu_time_millis 62.771502999993345 usercpu_time_millis 68.57003500002179 usercpu_time_millis 61.96365599998899 usercpu_time_millis 64.01967300001843 usercpu_time_millis 62.89189200001033 usercpu_time_millis 61.271422999993774 usercpu_time_millis 65.17765999998915 usercpu_time_millis_testing 6.125771000000668 usercpu_time_millis_testing 5.995641999987811 usercpu_time_millis_testing 5.783296000004157 usercpu_time_millis_testing 5.962646999989829 usercpu_time_millis_testing 6.040540000014971 usercpu_time_millis_testing 5.871437999985574 usercpu_time_millis_testing 5.999666999997544 usercpu_time_millis_testing 5.939971999993077 usercpu_time_millis_testing 5.8820819999994 usercpu_time_millis_testing 6.158009999978731 usercpu_time_millis_training 59.103914999980134 usercpu_time_millis_training 57.01980899999626 usercpu_time_millis_training 55.747088999993366 usercpu_time_millis_training 56.808856000003516 usercpu_time_millis_training 62.52949500000682 usercpu_time_millis_training 56.09221800000341 usercpu_time_millis_training 58.020006000020885 usercpu_time_millis_training 56.95192000001725 usercpu_time_millis_training 55.389340999994374 usercpu_time_millis_training 59.019650000010415 wall_clock_time_millis 65.24395942687988 wall_clock_time_millis 63.02785873413086 wall_clock_time_millis 61.544179916381836 wall_clock_time_millis 62.78514862060547 wall_clock_time_millis 68.58515739440918 wall_clock_time_millis 61.97762489318848 wall_clock_time_millis 64.0416145324707 wall_clock_time_millis 62.90459632873535 wall_clock_time_millis 61.289072036743164 wall_clock_time_millis 65.18936157226562 wall_clock_time_millis_testing 6.133794784545898 wall_clock_time_millis_testing 6.003618240356445 wall_clock_time_millis_testing 5.791664123535156 wall_clock_time_millis_testing 5.970001220703125 wall_clock_time_millis_testing 6.049633026123047 wall_clock_time_millis_testing 5.880594253540039 wall_clock_time_millis_testing 6.009340286254883 wall_clock_time_millis_testing 5.948305130004883 wall_clock_time_millis_testing 5.891561508178711 wall_clock_time_millis_testing 6.165266036987305 wall_clock_time_millis_training 59.110164642333984 wall_clock_time_millis_training 57.024240493774414 wall_clock_time_millis_training 55.75251579284668 wall_clock_time_millis_training 56.815147399902344 wall_clock_time_millis_training 62.53552436828613 wall_clock_time_millis_training 56.09703063964844 wall_clock_time_millis_training 58.03227424621582 wall_clock_time_millis_training 56.95629119873047 wall_clock_time_millis_training 55.39751052856445 wall_clock_time_millis_training 59.02409553527832