10154734 287 Hugo Spee 4 Supervised Classification predictive_accuracy 8880 sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.svm.classes.SVC)(1) 8080313 C 1.0 8873 cache_size 200 8873 class_weight null 8873 coef0 0.0 8873 decision_function_shape "ovr" 8873 degree 3 8873 gamma "auto" 8873 kernel "rbf" 8873 max_iter -1 8873 probability false 8873 random_state 5119 8873 shrinking true 8873 tol 0.001 8873 verbose false 8873 copy true 8877 fill_value null 8877 missing_values NaN 8877 strategy "mean" 8877 verbose 0 8877 memory null 8880 auto-jupyter-notebook openml-python Sklearn_0.20.1. 4 labor https://www.openml.org/data/download/4/dataset_4_labor.arff -1 21230046 description https://api.openml.org/data/download/21230046/description.xml -1 21230047 predictions https://api.openml.org/data/download/21230047/predictions.arff area_under_roc_curve 0.9114864864864866 [0.911486,0.911486] average_cost 0 f_measure 0.9289012003693444 [0.894737,0.947368] kappa 0.8423236514522822 kb_relative_information_score 47.687620537871204 mean_absolute_error 0.07017543859649122 mean_prior_absolute_error 0.45703241153731783 number_of_instances 57 [20,37] precision 0.9305742989953517 [0.944444,0.923077] predictive_accuracy 0.9298245614035088 prior_entropy 0.9392547207311598 recall 0.9298245614035088 [0.85,0.972973] relative_absolute_error 0.1535458685751464 root_mean_prior_squared_error 0.4772713500278714 root_mean_squared_error 0.26490647141300877 root_relative_squared_error 0.5550437322448517 total_cost 0 area_under_roc_curve 0.75 [0.75,0.75] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.875 [0.875,0.875] area_under_roc_curve 0.75 [0.75,0.75] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.75 [0.75,0.75] area_under_roc_curve 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 0.8148148148148149 [0.666667,0.888889] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.8380952380952381 [0.8,0.857143] f_measure 0.8148148148148149 [0.666667,0.888889] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.7809523809523808 [0.666667,0.857143] f_measure 1 [1,1] kappa 0.5714285714285715 kappa 1 kappa 1 kappa 0.6666666666666667 kappa 0.5714285714285715 kappa 1 kappa 1 kappa 1 kappa 0.5454545454545455 kappa 1 kb_relative_information_score 3.6140060405503562 kb_relative_information_score 5.876481932976113 kb_relative_information_score 5.876481932976113 kb_relative_information_score 3.6140060405503562 kb_relative_information_score 3.6140060405503562 kb_relative_information_score 5.876481932976113 kb_relative_information_score 5.876481932976113 kb_relative_information_score 5.2007168589138155 kb_relative_information_score 2.938240966488057 kb_relative_information_score 5.2007168589138155 mean_absolute_error 0.16666666666666666 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.16666666666666666 mean_absolute_error 0.16666666666666666 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.2 mean_absolute_error 0 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4711864406779661 mean_prior_absolute_error 0.4711864406779661 mean_prior_absolute_error 0.4711864406779661 number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 5 [2,3] number_of_instances 5 [2,3] number_of_instances 5 [2,3] precision 0.8666666666666667 [1,0.8] precision 1 [1,1] precision 1 [1,1] precision 0.8888888888888888 [0.666667,1] precision 0.8666666666666667 [1,0.8] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 0.85 [1,0.75] precision 1 [1,1] predictive_accuracy 0.8333333333333333 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.8333333333333333 predictive_accuracy 0.8333333333333333 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.8 predictive_accuracy 1 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 recall 0.8333333333333334 [0.5,1] recall 1 [1,1] recall 1 [1,1] recall 0.8333333333333334 [1,0.75] recall 0.8333333333333334 [0.5,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 0.8 [0.5,1] recall 1 [1,1] relative_absolute_error 0.3687499999999999 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.3687499999999999 relative_absolute_error 0.3687499999999999 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.4244604316546763 relative_absolute_error 0 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.49187597084841955 root_mean_prior_squared_error 0.49187597084841955 root_mean_prior_squared_error 0.49187597084841955 root_mean_squared_error 0.408248290463863 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.408248290463863 root_mean_squared_error 0.408248290463863 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.4472135954999579 root_mean_squared_error 0 root_relative_squared_error 0.8650319702440378 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.8650319702440378 root_relative_squared_error 0.8650319702440378 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.9091999243804794 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 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 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 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0