10457796 12269 Marc Zöller 3797 Supervised Classification predictive_accuracy 18230 sklearn.pipeline.Pipeline(step_0=automl.components.feature_preprocessing.multi_column_label_encoder.MultiColumnLabelEncoderComponent,step_1=sklearn.feature_selection._variance_threshold.VarianceThreshold,step_2=sklearn.linear_model._stochastic_gradient.SGDClassifier)(1) 8269617 alpha 1.022102832412263 17703 average true 17703 class_weight null 17703 early_stopping false 17703 epsilon 2.480084922915019 17703 eta0 0.655801223958592 17703 fit_intercept true 17703 l1_ratio 0.916421959075628 17703 learning_rate "adaptive" 17703 loss "squared_epsilon_insensitive" 17703 max_iter 1019 17703 n_iter_no_change 30 17703 n_jobs 1 17703 penalty "elasticnet" 17703 power_t 0.830301414126187 17703 random_state 42 17703 shuffle false 17703 tol 0.5209098988366043 17703 validation_fraction 0.1 17703 verbose 0 17703 warm_start false 17703 columns null 17711 threshold 0.0 17744 memory null 18230 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "step_0", "step_name": "step_0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "step_1", "step_name": "step_1"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "step_2", "step_name": "step_2"}}] 18230 verbose false 18230 automl_meta_features openml-python Sklearn_0.22.1. 934 socmob https://www.openml.org/data/download/53468/socmob.arff -1 21840219 description https://api.openml.org/data/download/21840219/description.xml -1 21840220 predictions https://api.openml.org/data/download/21840220/predictions.arff area_under_roc_curve 0.5 [0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score 0.2644002397828435 mean_absolute_error 0.22145328719723184 mean_prior_absolute_error 0.3450914654188406 weighted_recall 0.7785467128027682 [1,0] number_of_instances 1156 [900,256] predictive_accuracy 0.7785467128027682 prior_entropy 0.7628132656485566 relative_absolute_error 0.6417234541817833 root_mean_prior_squared_error 0.41522519218738885 root_mean_squared_error 0.47058823529411764 root_relative_squared_error 1.133332572657932 total_cost 0 unweighted_recall 0.5 [1,0] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.2601946919866622 kb_relative_information_score 0.2601946919866622 kb_relative_information_score 0.2601946919866622 kb_relative_information_score 0.2601946919866622 kb_relative_information_score 0.2601946919866622 kb_relative_information_score 0.2601946919866622 kb_relative_information_score 0.27086625801611963 kb_relative_information_score 0.27086625801611963 kb_relative_information_score 0.27086625801611963 kb_relative_information_score 0.27086625801611963 mean_absolute_error 0.22413793103448276 mean_absolute_error 0.22413793103448276 mean_absolute_error 0.22413793103448276 mean_absolute_error 0.22413793103448276 mean_absolute_error 0.22413793103448276 mean_absolute_error 0.22413793103448276 mean_absolute_error 0.21739130434782608 mean_absolute_error 0.21739130434782608 mean_absolute_error 0.21739130434782608 mean_absolute_error 0.21739130434782608 mean_prior_absolute_error 0.34658447978083506 mean_prior_absolute_error 0.34658447978083506 mean_prior_absolute_error 0.34658447978083506 mean_prior_absolute_error 0.34658447978083506 mean_prior_absolute_error 0.34658447978083506 mean_prior_absolute_error 0.34658447978083506 mean_prior_absolute_error 0.34283246977547505 mean_prior_absolute_error 0.34283246977547505 mean_prior_absolute_error 0.34283246977547505 mean_prior_absolute_error 0.34283246977547505 number_of_instances 116 [90,26] number_of_instances 116 [90,26] number_of_instances 116 [90,26] number_of_instances 116 [90,26] number_of_instances 116 [90,26] number_of_instances 116 [90,26] number_of_instances 115 [90,25] number_of_instances 115 [90,25] number_of_instances 115 [90,25] number_of_instances 115 [90,25] predictive_accuracy 0.7758620689655173 predictive_accuracy 0.7758620689655173 predictive_accuracy 0.7758620689655173 predictive_accuracy 0.7758620689655173 predictive_accuracy 0.7758620689655173 predictive_accuracy 0.7758620689655173 predictive_accuracy 0.782608695652174 predictive_accuracy 0.782608695652174 predictive_accuracy 0.782608695652174 predictive_accuracy 0.782608695652174 prior_entropy 0.7676718233145866 prior_entropy 0.7676718233145866 prior_entropy 0.7676718233145866 prior_entropy 0.7676718233145866 prior_entropy 0.7676718233145866 prior_entropy 0.7676718233145866 prior_entropy 0.7554620566582322 prior_entropy 0.7554620566582322 prior_entropy 0.7554620566582322 prior_entropy 0.7554620566582322 relative_absolute_error 0.6467050433886071 relative_absolute_error 0.6467050433886071 relative_absolute_error 0.6467050433886071 relative_absolute_error 0.6467050433886071 relative_absolute_error 0.6467050433886071 relative_absolute_error 0.6467050433886071 relative_absolute_error 0.6341036031102835 relative_absolute_error 0.6341036031102835 relative_absolute_error 0.6341036031102835 relative_absolute_error 0.6341036031102835 root_mean_prior_squared_error 0.4170191537436231 root_mean_prior_squared_error 0.4170191537436231 root_mean_prior_squared_error 0.4170191537436231 root_mean_prior_squared_error 0.4170191537436231 root_mean_prior_squared_error 0.4170191537436231 root_mean_prior_squared_error 0.4170191537436231 root_mean_prior_squared_error 0.41249601765797395 root_mean_prior_squared_error 0.41249601765797395 root_mean_prior_squared_error 0.41249601765797395 root_mean_prior_squared_error 0.41249601765797395 root_mean_squared_error 0.4734320764739993 root_mean_squared_error 0.4734320764739993 root_mean_squared_error 0.4734320764739993 root_mean_squared_error 0.4734320764739993 root_mean_squared_error 0.4734320764739993 root_mean_squared_error 0.4734320764739993 root_mean_squared_error 0.4662524041201569 root_mean_squared_error 0.4662524041201569 root_mean_squared_error 0.4662524041201569 root_mean_squared_error 0.4662524041201569 root_relative_squared_error 1.1352765747662947 root_relative_squared_error 1.1352765747662947 root_relative_squared_error 1.1352765747662947 root_relative_squared_error 1.1352765747662947 root_relative_squared_error 1.1352765747662947 root_relative_squared_error 1.1352765747662947 root_relative_squared_error 1.1303197707638375 root_relative_squared_error 1.1303197707638375 root_relative_squared_error 1.1303197707638375 root_relative_squared_error 1.1303197707638375 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 unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 15.625 wall_clock_time_millis 25.381088256835938 wall_clock_time_millis 21.267175674438477 wall_clock_time_millis 23.843050003051758 wall_clock_time_millis 23.758888244628906 wall_clock_time_millis 23.090124130249023 wall_clock_time_millis 20.954608917236328 wall_clock_time_millis 21.5761661529541 wall_clock_time_millis 21.195411682128906 wall_clock_time_millis 23.704051971435547 wall_clock_time_millis 21.114826202392578 wall_clock_time_millis_testing 2.274751663208008 wall_clock_time_millis_testing 2.0821094512939453 wall_clock_time_millis_testing 2.46429443359375 wall_clock_time_millis_testing 2.2821426391601562 wall_clock_time_millis_testing 3.568410873413086 wall_clock_time_millis_testing 2.100706100463867 wall_clock_time_millis_testing 2.2284984588623047 wall_clock_time_millis_testing 2.3674964904785156 wall_clock_time_millis_testing 4.2438507080078125 wall_clock_time_millis_testing 2.117633819580078 wall_clock_time_millis_training 23.10633659362793 wall_clock_time_millis_training 19.18506622314453 wall_clock_time_millis_training 21.378755569458008 wall_clock_time_millis_training 21.47674560546875 wall_clock_time_millis_training 19.521713256835938 wall_clock_time_millis_training 18.85390281677246 wall_clock_time_millis_training 19.347667694091797 wall_clock_time_millis_training 18.82791519165039 wall_clock_time_millis_training 19.460201263427734 wall_clock_time_millis_training 18.9971923828125 weighted_recall 0.7758620689655172 [1,0] weighted_recall 0.7758620689655172 [1,0] weighted_recall 0.7758620689655172 [1,0] weighted_recall 0.7758620689655172 [1,0] weighted_recall 0.7758620689655172 [1,0] weighted_recall 0.7758620689655172 [1,0] weighted_recall 0.782608695652174 [1,0] weighted_recall 0.782608695652174 [1,0] weighted_recall 0.782608695652174 [1,0] weighted_recall 0.782608695652174 [1,0]