10376402 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) 8231650 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 13150.458449119973 13389 cache_size 200 13389 class_weight null 13389 coef0 0.14901796408205747 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 5.107606853951426e-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 21674513 description https://api.openml.org/data/download/21674513/description.xml -1 21674514 predictions https://api.openml.org/data/download/21674514/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 37.00532899999587 usercpu_time_millis 37.1869490000023 usercpu_time_millis 36.820435000009866 usercpu_time_millis 36.427605000014296 usercpu_time_millis 38.37666599999068 usercpu_time_millis 36.163149000003614 usercpu_time_millis 35.831268000009686 usercpu_time_millis 35.56219500001134 usercpu_time_millis 25.31532000000425 usercpu_time_millis 25.950698000016814 usercpu_time_millis_testing 3.4409489999944753 usercpu_time_millis_testing 3.266375999999127 usercpu_time_millis_testing 3.4025060000004714 usercpu_time_millis_testing 3.1341220000058456 usercpu_time_millis_testing 3.4534649999926614 usercpu_time_millis_testing 3.1809850000001916 usercpu_time_millis_testing 3.1644320000054904 usercpu_time_millis_testing 3.160596000000737 usercpu_time_millis_testing 2.2085119999957215 usercpu_time_millis_testing 2.2780840000109492 usercpu_time_millis_training 33.56438000000139 usercpu_time_millis_training 33.92057300000317 usercpu_time_millis_training 33.417929000009394 usercpu_time_millis_training 33.29348300000845 usercpu_time_millis_training 34.923200999998016 usercpu_time_millis_training 32.98216400000342 usercpu_time_millis_training 32.666836000004196 usercpu_time_millis_training 32.401599000010606 usercpu_time_millis_training 23.106808000008527 usercpu_time_millis_training 23.672614000005865 wall_clock_time_millis 37.02139854431152 wall_clock_time_millis 37.19973564147949 wall_clock_time_millis 36.832332611083984 wall_clock_time_millis 36.441802978515625 wall_clock_time_millis 38.39707374572754 wall_clock_time_millis 36.177635192871094 wall_clock_time_millis 35.84575653076172 wall_clock_time_millis 35.57538986206055 wall_clock_time_millis 25.32505989074707 wall_clock_time_millis 25.960206985473633 wall_clock_time_millis_testing 3.4508705139160156 wall_clock_time_millis_testing 3.277301788330078 wall_clock_time_millis_testing 3.4105777740478516 wall_clock_time_millis_testing 3.1464099884033203 wall_clock_time_millis_testing 3.4656524658203125 wall_clock_time_millis_testing 3.1905174255371094 wall_clock_time_millis_testing 3.1731128692626953 wall_clock_time_millis_testing 3.168344497680664 wall_clock_time_millis_testing 2.213001251220703 wall_clock_time_millis_testing 2.2819042205810547 wall_clock_time_millis_training 33.57052803039551 wall_clock_time_millis_training 33.922433853149414 wall_clock_time_millis_training 33.42175483703613 wall_clock_time_millis_training 33.295392990112305 wall_clock_time_millis_training 34.93142127990723 wall_clock_time_millis_training 32.987117767333984 wall_clock_time_millis_training 32.67264366149902 wall_clock_time_millis_training 32.40704536437988 wall_clock_time_millis_training 23.112058639526367 wall_clock_time_millis_training 23.678302764892578