10377728 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) 8232127 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 34.18479740302528 13389 cache_size 200 13389 class_weight null 13389 coef0 0.465809282171058 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.025017141595224057 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 21677165 description https://api.openml.org/data/download/21677165/description.xml -1 21677166 predictions https://api.openml.org/data/download/21677166/predictions.arff area_under_roc_curve 0.9944586455634147 [0.995891,0.993724,0.981818,0.99711] average_cost 0 f_measure 0.9928630163686809 [0.995261,0.989933,0.981481,0.997101] kappa 0.9896095445578805 kb_relative_information_score 0.9887198062010847 mean_absolute_error 0.0035671819262782403 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] precision 0.9929411440067831 [0.996835,0.983333,1,1] predictive_accuracy 0.9928656361474435 prior_entropy 1.7874257213274838 recall 0.9928656361474435 [0.993691,0.996622,0.963636,0.99422] relative_absolute_error 0.010373507657367269 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.05972588991616818 root_relative_squared_error 0.14406911073574372 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 0.9907407407407408 [1,0.990741,1,0.970588] 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 1 [1,1,1,1] area_under_roc_curve 0.9909090909090909 [0.984375,0.990909,1,1] area_under_roc_curve 0.9818181818181818 [1,0.981818,0.833333,1] 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 0.9880124429304757 [1,0.983607,1,0.969697] f_measure 1 [1,1,1,1] f_measure 0.9880983358735114 [0.984127,0.983607,1,1] f_measure 1 [1,1,1,1] f_measure 0.9881016436706509 [0.984127,0.983051,1,1] f_measure 0.9742063492063492 [1,0.966667,0.8,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] kappa 0.9829111379171693 kappa 1 kappa 0.9825182101977108 kappa 1 kappa 0.9825726141078839 kappa 1 kappa 0.9827479975354283 kappa 0.9653465346534653 kappa 1 kappa 1 kb_relative_information_score 0.9860226253672303 kb_relative_information_score 1 kb_relative_information_score 0.9824319012179616 kb_relative_information_score 1 kb_relative_information_score 0.9859383197947719 kb_relative_information_score 1 kb_relative_information_score 0.9861622959068793 kb_relative_information_score 0.9471737003068637 kb_relative_information_score 1 kb_relative_information_score 1 mean_absolute_error 0.0058823529411764705 mean_absolute_error 0 mean_absolute_error 0.005952380952380952 mean_absolute_error 0 mean_absolute_error 0.005952380952380952 mean_absolute_error 0 mean_absolute_error 0.005952380952380952 mean_absolute_error 0.011904761904761904 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 0.988479262672811 [1,0.967742,1,1] precision 1 [1,1,1,1] precision 0.988479262672811 [1,0.967742,1,1] precision 1 [1,1,1,1] precision 0.9884920634920634 [1,0.966667,1,1] precision 0.977726574500768 [1,0.935484,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] predictive_accuracy 0.9882352941176471 predictive_accuracy 1 predictive_accuracy 0.9880952380952381 predictive_accuracy 1 predictive_accuracy 0.9880952380952381 predictive_accuracy 1 predictive_accuracy 0.9880952380952381 predictive_accuracy 0.9761904761904762 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 0.9880952380952381 [1,1,1,0.941176] recall 1 [1,1,1,1] recall 0.9880952380952381 [0.96875,1,1,1] recall 1 [1,1,1,1] recall 0.9880952380952381 [0.96875,1,1,1] recall 0.9761904761904762 [1,1,0.666667,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] relative_absolute_error 0.017089695621397494 relative_absolute_error 0 relative_absolute_error 0.017366820124958878 relative_absolute_error 0 relative_absolute_error 0.017366820124958878 relative_absolute_error 0 relative_absolute_error 0.01728122379696094 relative_absolute_error 0.03446096123651635 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 0.07715167498104596 root_mean_squared_error 0 root_mean_squared_error 0.07715167498104596 root_mean_squared_error 0 root_mean_squared_error 0.07715167498104596 root_mean_squared_error 0.10910894511799618 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 0.1867178316416686 root_relative_squared_error 0 root_relative_squared_error 0.1867178316416686 root_relative_squared_error 0 root_relative_squared_error 0.18579639889902744 root_relative_squared_error 0.2619863171938266 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 79.41675399999326 usercpu_time_millis 75.53129900003341 usercpu_time_millis 75.27497899997115 usercpu_time_millis 75.0668289999794 usercpu_time_millis 74.37443500000995 usercpu_time_millis 74.96231400000397 usercpu_time_millis 76.19296199999326 usercpu_time_millis 74.73614699998166 usercpu_time_millis 75.44536999998286 usercpu_time_millis 78.52884400000448 usercpu_time_millis_testing 5.416274999987536 usercpu_time_millis_testing 5.350153000023283 usercpu_time_millis_testing 5.318411999979844 usercpu_time_millis_testing 5.31745999998634 usercpu_time_millis_testing 5.301892000005637 usercpu_time_millis_testing 5.2565020000088225 usercpu_time_millis_testing 5.357822999997097 usercpu_time_millis_testing 5.269987999980685 usercpu_time_millis_testing 5.325921000007838 usercpu_time_millis_testing 5.278491000012764 usercpu_time_millis_training 74.00047900000573 usercpu_time_millis_training 70.18114600001013 usercpu_time_millis_training 69.95656699999131 usercpu_time_millis_training 69.74936899999307 usercpu_time_millis_training 69.07254300000432 usercpu_time_millis_training 69.70581199999515 usercpu_time_millis_training 70.83513899999616 usercpu_time_millis_training 69.46615900000097 usercpu_time_millis_training 70.11944899997502 usercpu_time_millis_training 73.25035299999172 wall_clock_time_millis 79.42795753479004 wall_clock_time_millis 75.54149627685547 wall_clock_time_millis 75.28400421142578 wall_clock_time_millis 75.07944107055664 wall_clock_time_millis 74.38778877258301 wall_clock_time_millis 74.97358322143555 wall_clock_time_millis 76.20525360107422 wall_clock_time_millis 74.74613189697266 wall_clock_time_millis 75.45614242553711 wall_clock_time_millis 78.5377025604248 wall_clock_time_millis_testing 5.422830581665039 wall_clock_time_millis_testing 5.357265472412109 wall_clock_time_millis_testing 5.325078964233398 wall_clock_time_millis_testing 5.324602127075195 wall_clock_time_millis_testing 5.309820175170898 wall_clock_time_millis_testing 5.263805389404297 wall_clock_time_millis_testing 5.3653717041015625 wall_clock_time_millis_testing 5.276918411254883 wall_clock_time_millis_testing 5.332708358764648 wall_clock_time_millis_testing 5.28407096862793 wall_clock_time_millis_training 74.005126953125 wall_clock_time_millis_training 70.18423080444336 wall_clock_time_millis_training 69.95892524719238 wall_clock_time_millis_training 69.75483894348145 wall_clock_time_millis_training 69.07796859741211 wall_clock_time_millis_training 69.70977783203125 wall_clock_time_millis_training 70.83988189697266 wall_clock_time_millis_training 69.46921348571777 wall_clock_time_millis_training 70.12343406677246 wall_clock_time_millis_training 73.25363159179688