9203168 5869 Katharina Eggensperger 146543 Supervised Classification 8576 __main__.PythonChallengeClassifier(4) 7132948 openml-python Sklearn_0.19.1. 40754 ML2017-challenge-1 https://www.openml.org/data/download/5739359/challenge1.arff -1 19332917 description https://api.openml.org/data/download/19332917/description.xml -1 19332918 predictions https://api.openml.org/data/download/19332918/predictions.arff area_under_roc_curve 0.44830596693116864 [0.448306,0.448306] average_cost 0 f_measure 0.44935571224735205 [0.471789,0.424837] kappa -0.10337078739845473 kb_relative_information_score -334.03893461177665 mean_absolute_error 0.5506883604505632 mean_prior_absolute_error 0.49901358092237413 number_of_instances 3196 [1669,1527] precision 0.4494029435338878 [0.47264,0.424005] predictive_accuracy 0.44931163954943676 prior_entropy 0.9985773203745827 recall 0.4493116395494368 [0.470941,0.425671] relative_absolute_error 1.1035538540507728 root_mean_prior_squared_error 0.49950623821173523 root_mean_squared_error 0.7420837961110344 root_relative_squared_error 1.485634691506041 total_cost 0 area_under_roc_curve 0.4489452467613792 [0.448945,0.448945] area_under_roc_curve 0.4489452467613792 [0.448945,0.448945] area_under_roc_curve 0.4489452467613792 [0.448945,0.448945] area_under_roc_curve 0.4489452467613792 [0.448945,0.448945] area_under_roc_curve 0.4489452467613792 [0.448945,0.448945] area_under_roc_curve 0.4489452467613792 [0.448945,0.448945] area_under_roc_curve 0.44735805968973935 [0.447358,0.447358] area_under_roc_curve 0.4473487236054207 [0.447349,0.447349] area_under_roc_curve 0.4473487236054207 [0.447349,0.447349] area_under_roc_curve 0.4473487236054207 [0.447349,0.447349] 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 0.45 [0.473054,0.424837] f_measure 0.45 [0.473054,0.424837] f_measure 0.45 [0.473054,0.424837] f_measure 0.45 [0.473054,0.424837] f_measure 0.45 [0.473054,0.424837] f_measure 0.45 [0.473054,0.424837] f_measure 0.4482758620689655 [0.46988,0.424837] f_measure 0.44841706243500035 [0.46988,0.424837] f_measure 0.44841706243500035 [0.46988,0.424837] f_measure 0.44841706243500035 [0.46988,0.424837] kappa -0.10210950647724161 kappa -0.10210950647724161 kappa -0.10210950647724161 kappa -0.10210950647724161 kappa -0.10210950647724161 kappa -0.10210950647724161 kappa -0.1052838806205214 kappa -0.10524036379385017 kappa -0.10524036379385017 kappa -0.10524036379385017 kb_relative_information_score -32.98991469978322 kb_relative_information_score -32.98991469978322 kb_relative_information_score -32.98991469978322 kb_relative_information_score -32.98991469978322 kb_relative_information_score -32.98991469978322 kb_relative_information_score -32.98991469978322 kb_relative_information_score -33.92857194443936 kb_relative_information_score -34.056958156212715 kb_relative_information_score -34.056958156212715 kb_relative_information_score -34.056958156212715 mean_absolute_error 0.55 mean_absolute_error 0.55 mean_absolute_error 0.55 mean_absolute_error 0.55 mean_absolute_error 0.55 mean_absolute_error 0.55 mean_absolute_error 0.5517241379310345 mean_absolute_error 0.5517241379310345 mean_absolute_error 0.5517241379310345 mean_absolute_error 0.5517241379310345 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.49909524173611874 mean_prior_absolute_error 0.4989560481570598 mean_prior_absolute_error 0.4989560481570598 mean_prior_absolute_error 0.4989560481570598 number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 319 [166,153] number_of_instances 319 [167,152] number_of_instances 319 [167,152] number_of_instances 319 [167,152] precision 0.45 [0.473054,0.424837] precision 0.45 [0.473054,0.424837] precision 0.45 [0.473054,0.424837] precision 0.45 [0.473054,0.424837] precision 0.45 [0.473054,0.424837] precision 0.45 [0.473054,0.424837] precision 0.4482758620689655 [0.46988,0.424837] precision 0.44859341285673565 [0.472727,0.422078] precision 0.44859341285673565 [0.472727,0.422078] precision 0.44859341285673565 [0.472727,0.422078] predictive_accuracy 0.45 predictive_accuracy 0.45 predictive_accuracy 0.45 predictive_accuracy 0.45 predictive_accuracy 0.45 predictive_accuracy 0.45 predictive_accuracy 0.4482758620689655 predictive_accuracy 0.4482758620689655 predictive_accuracy 0.4482758620689655 predictive_accuracy 0.4482758620689655 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 recall 0.45 [0.473054,0.424837] recall 0.45 [0.473054,0.424837] recall 0.45 [0.473054,0.424837] recall 0.45 [0.473054,0.424837] recall 0.45 [0.473054,0.424837] recall 0.45 [0.473054,0.424837] recall 0.4482758620689655 [0.46988,0.424837] recall 0.4482758620689655 [0.467066,0.427632] recall 0.4482758620689655 [0.467066,0.427632] recall 0.4482758620689655 [0.467066,0.427632] relative_absolute_error 1.1021410416576867 relative_absolute_error 1.1021410416576867 relative_absolute_error 1.1021410416576867 relative_absolute_error 1.1021410416576867 relative_absolute_error 1.1021410416576867 relative_absolute_error 1.1021410416576867 relative_absolute_error 1.1054486033804778 relative_absolute_error 1.1057569899570883 relative_absolute_error 1.1057569899570883 relative_absolute_error 1.1057569899570883 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995879730599906 root_mean_prior_squared_error 0.49944864525507615 root_mean_prior_squared_error 0.49944864525507615 root_mean_prior_squared_error 0.49944864525507615 root_mean_squared_error 0.7416198487095663 root_mean_squared_error 0.7416198487095663 root_mean_squared_error 0.7416198487095663 root_mean_squared_error 0.7416198487095663 root_mean_squared_error 0.7416198487095663 root_mean_squared_error 0.7416198487095663 root_mean_squared_error 0.7427813527082074 root_mean_squared_error 0.7427813527082074 root_mean_squared_error 0.7427813527082074 root_mean_squared_error 0.7427813527082074 root_relative_squared_error 1.484660928282799 root_relative_squared_error 1.484660928282799 root_relative_squared_error 1.484660928282799 root_relative_squared_error 1.484660928282799 root_relative_squared_error 1.484660928282799 root_relative_squared_error 1.484660928282799 root_relative_squared_error 1.4867878987531475 root_relative_squared_error 1.4872026579006086 root_relative_squared_error 1.4872026579006086 root_relative_squared_error 1.4872026579006086 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 0.8413439999999106 usercpu_time_millis 0.6850670000000392 usercpu_time_millis 0.7185210000000275 usercpu_time_millis 0.7339779999997464 usercpu_time_millis 0.7732419999999518 usercpu_time_millis 0.7388769999998601 usercpu_time_millis 0.7351180000001456 usercpu_time_millis 0.7916730000001593 usercpu_time_millis 0.7899169999998623 usercpu_time_millis 0.7489419999999747 usercpu_time_millis_testing 0.42644999999996713 usercpu_time_millis_testing 0.32686799999992466 usercpu_time_millis_testing 0.34866999999993986 usercpu_time_millis_testing 0.36161599999995353 usercpu_time_millis_testing 0.3541149999999327 usercpu_time_millis_testing 0.3594419999999321 usercpu_time_millis_testing 0.35447900000007415 usercpu_time_millis_testing 0.38501899999987543 usercpu_time_millis_testing 0.39434900000001605 usercpu_time_millis_testing 0.3624220000000289 usercpu_time_millis_training 0.4148939999999435 usercpu_time_millis_training 0.3581990000001145 usercpu_time_millis_training 0.36985100000008764 usercpu_time_millis_training 0.3723619999997929 usercpu_time_millis_training 0.4191270000000191 usercpu_time_millis_training 0.379434999999928 usercpu_time_millis_training 0.38063900000007145 usercpu_time_millis_training 0.40665400000028384 usercpu_time_millis_training 0.39556799999984626 usercpu_time_millis_training 0.3865199999999458