10365659 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) 8221013 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 1.3998827493443355 13389 cache_size 200 13389 class_weight null 13389 coef0 0.24043415025362047 13389 decision_function_shape "ovr" 13389 degree 5 13389 gamma 0.002003963280993466 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 15911 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 21653023 description https://api.openml.org/data/download/21653023/description.xml -1 21653024 predictions https://api.openml.org/data/download/21653024/predictions.arff area_under_roc_curve 0.5343511450381679 [0.534351,0.560811,0.5,0.5] average_cost 0 kappa 0.07029720913374408 kb_relative_information_score 0.1834872658826011 mean_absolute_error 0.2901307966706302 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] predictive_accuracy 0.41973840665873957 prior_entropy 1.7874257213274838 recall 0.41973840665873957 [1,0.121622,0,0] relative_absolute_error 0.8437119561325379 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.5386379086832175 root_relative_squared_error 1.2992872039491332 total_cost 0 area_under_roc_curve 0.5094339622641509 [0.509434,0.516667,0.5,0.5] area_under_roc_curve 0.5480769230769231 [0.548077,0.583333,0.5,0.5] area_under_roc_curve 0.5576923076923077 [0.557692,0.6,0.5,0.5] area_under_roc_curve 0.5192307692307692 [0.519231,0.533333,0.5,0.5] area_under_roc_curve 0.5576923076923077 [0.557692,0.6,0.5,0.5] area_under_roc_curve 0.5192307692307692 [0.519231,0.533333,0.5,0.5] area_under_roc_curve 0.5288461538461539 [0.528846,0.551724,0.5,0.5] area_under_roc_curve 0.5188679245283019 [0.518868,0.534483,0.5,0.5] area_under_roc_curve 0.5283018867924528 [0.528302,0.551724,0.5,0.5] area_under_roc_curve 0.5566037735849056 [0.556604,0.603448,0.5,0.5] 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 kappa 0.019303305968493462 kappa 0.0982183645500228 kappa 0.11780821917808222 kappa 0.03934126258005491 kappa 0.11780821917808222 kappa 0.03934126258005491 kappa 0.059629883481836926 kappa 0.03859964093357272 kappa 0.05787348586810231 kappa 0.11559139784946232 kb_relative_information_score 0.14584451155139205 kb_relative_information_score 0.20773142317210413 kb_relative_information_score 0.2220768213539206 kb_relative_information_score 0.16469522862665464 kb_relative_information_score 0.2220768213539206 kb_relative_information_score 0.16469522862665464 kb_relative_information_score 0.17966866214020819 kb_relative_information_score 0.15313872890195815 kb_relative_information_score 0.16717482835040495 kb_relative_information_score 0.2092831266957452 mean_absolute_error 0.3058823529411765 mean_absolute_error 0.27976190476190477 mean_absolute_error 0.27380952380952384 mean_absolute_error 0.2976190476190476 mean_absolute_error 0.27380952380952384 mean_absolute_error 0.2976190476190476 mean_absolute_error 0.2916666666666667 mean_absolute_error 0.30357142857142855 mean_absolute_error 0.2976190476190476 mean_absolute_error 0.27976190476190477 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] predictive_accuracy 0.388235294117647 predictive_accuracy 0.4404761904761905 predictive_accuracy 0.4523809523809524 predictive_accuracy 0.40476190476190477 predictive_accuracy 0.4523809523809524 predictive_accuracy 0.40476190476190477 predictive_accuracy 0.41666666666666663 predictive_accuracy 0.39285714285714285 predictive_accuracy 0.40476190476190477 predictive_accuracy 0.4404761904761905 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 0.38823529411764707 [1,0.033333,0,0] recall 0.44047619047619047 [1,0.166667,0,0] recall 0.4523809523809524 [1,0.2,0,0] recall 0.40476190476190477 [1,0.066667,0,0] recall 0.4523809523809524 [1,0.2,0,0] recall 0.40476190476190477 [1,0.066667,0,0] recall 0.4166666666666667 [1,0.103448,0,0] recall 0.39285714285714285 [1,0.068966,0,0] recall 0.40476190476190477 [1,0.103448,0,0] recall 0.44047619047619047 [1,0.206897,0,0] relative_absolute_error 0.8886641723126698 relative_absolute_error 0.8162405458730673 relative_absolute_error 0.7988737257481084 relative_absolute_error 0.8683410062479439 relative_absolute_error 0.7988737257481084 relative_absolute_error 0.8683410062479439 relative_absolute_error 0.8467799660510862 relative_absolute_error 0.878754511531167 relative_absolute_error 0.861524030912909 relative_absolute_error 0.8098325890581344 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 0.5530663187549721 root_mean_squared_error 0.5289252355124539 root_mean_squared_error 0.5232681184722836 root_mean_squared_error 0.5455447255899809 root_mean_squared_error 0.5232681184722836 root_mean_squared_error 0.5455447255899809 root_mean_squared_error 0.5400617248673217 root_mean_squared_error 0.5509731650193397 root_mean_squared_error 0.5455447255899809 root_mean_squared_error 0.5289252355124539 root_relative_squared_error 1.3328103447846913 root_relative_squared_error 1.280072961471113 root_relative_squared_error 1.266381947927425 root_relative_squared_error 1.3202944492227198 root_relative_squared_error 1.266381947927425 root_relative_squared_error 1.3202944492227198 root_relative_squared_error 1.3005747922931923 root_relative_squared_error 1.3229660521411728 root_relative_squared_error 1.309931585969133 root_relative_squared_error 1.2700257927791985 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 85.93252500000403 usercpu_time_millis 87.10844499998416 usercpu_time_millis 86.2259980000033 usercpu_time_millis 90.74120999997604 usercpu_time_millis 97.05876500001409 usercpu_time_millis 88.75255999996057 usercpu_time_millis 91.55931600000144 usercpu_time_millis 95.09424099999819 usercpu_time_millis 88.62156800000776 usercpu_time_millis 93.8824109999814 usercpu_time_millis_testing 6.037773000002744 usercpu_time_millis_testing 6.358570000003283 usercpu_time_millis_testing 5.874459000011711 usercpu_time_millis_testing 5.894022999996196 usercpu_time_millis_testing 5.991706000003205 usercpu_time_millis_testing 5.910794999977043 usercpu_time_millis_testing 7.470452999996269 usercpu_time_millis_testing 6.051499000022886 usercpu_time_millis_testing 6.138785000018743 usercpu_time_millis_testing 6.077887999992981 usercpu_time_millis_training 79.89475200000129 usercpu_time_millis_training 80.74987499998088 usercpu_time_millis_training 80.35153899999159 usercpu_time_millis_training 84.84718699997984 usercpu_time_millis_training 91.06705900001089 usercpu_time_millis_training 82.84176499998352 usercpu_time_millis_training 84.08886300000518 usercpu_time_millis_training 89.0427419999753 usercpu_time_millis_training 82.48278299998901 usercpu_time_millis_training 87.80452299998842 wall_clock_time_millis 85.94346046447754 wall_clock_time_millis 87.11743354797363 wall_clock_time_millis 86.23576164245605 wall_clock_time_millis 90.81482887268066 wall_clock_time_millis 97.06902503967285 wall_clock_time_millis 88.86361122131348 wall_clock_time_millis 91.56966209411621 wall_clock_time_millis 95.12019157409668 wall_clock_time_millis 88.63306045532227 wall_clock_time_millis 94.10238265991211 wall_clock_time_millis_testing 6.042718887329102 wall_clock_time_millis_testing 6.365537643432617 wall_clock_time_millis_testing 5.880594253540039 wall_clock_time_millis_testing 5.899667739868164 wall_clock_time_millis_testing 5.997657775878906 wall_clock_time_millis_testing 5.916357040405273 wall_clock_time_millis_testing 7.475614547729492 wall_clock_time_millis_testing 6.057500839233398 wall_clock_time_millis_testing 6.145238876342773 wall_clock_time_millis_testing 6.082773208618164 wall_clock_time_millis_training 79.90074157714844 wall_clock_time_millis_training 80.75189590454102 wall_clock_time_millis_training 80.35516738891602 wall_clock_time_millis_training 84.9151611328125 wall_clock_time_millis_training 91.07136726379395 wall_clock_time_millis_training 82.9472541809082 wall_clock_time_millis_training 84.09404754638672 wall_clock_time_millis_training 89.06269073486328 wall_clock_time_millis_training 82.48782157897949 wall_clock_time_millis_training 88.01960945129395