9203162 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 19332905 description https://api.openml.org/data/download/19332905/description.xml -1 19332906 predictions https://api.openml.org/data/download/19332906/predictions.arff area_under_roc_curve 0.49568776600774633 [0.495688,0.495688] average_cost 0 f_measure 0.4966172970873249 [0.516672,0.474698] kappa -0.008622306117757564 kb_relative_information_score -31.17812874784913 mean_absolute_error 0.503441802252816 mean_prior_absolute_error 0.49901358092237413 number_of_instances 3196 [1669,1527] precision 0.4966842568765361 [0.518072,0.473307] predictive_accuracy 0.49655819774718396 prior_entropy 0.9985773203745827 recall 0.49655819774718396 [0.515279,0.476097] relative_absolute_error 1.0088739495270986 root_mean_prior_squared_error 0.49950623821173523 root_mean_squared_error 0.7095363290577982 root_relative_squared_error 1.4204754110739122 total_cost 0 area_under_roc_curve 0.4805291378028258 [0.480529,0.480529] area_under_roc_curve 0.4968690070838715 [0.496869,0.496869] area_under_roc_curve 0.4974169308441939 [0.497417,0.497417] area_under_roc_curve 0.5085710931079018 [0.508571,0.508571] area_under_roc_curve 0.5066533599467731 [0.506653,0.506653] area_under_roc_curve 0.4832491878987124 [0.483249,0.483249] area_under_roc_curve 0.5360461453657769 [0.536046,0.536046] area_under_roc_curve 0.47011897258115354 [0.470119,0.470119] area_under_roc_curve 0.4742554364954302 [0.474255,0.474255] area_under_roc_curve 0.5030137094232587 [0.503014,0.503014] 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 0.4813717532467532 [0.5,0.461039] f_measure 0.49711586843313693 [0.507645,0.485623] f_measure 0.4970371541444072 [0.501548,0.492114] f_measure 0.5094373893437412 [0.528529,0.488599] f_measure 0.5076812094894316 [0.54755,0.464164] f_measure 0.48429930266699295 [0.507463,0.459016] f_measure 0.5362417358397895 [0.546012,0.525641] f_measure 0.47123554210355645 [0.517241,0.42069] f_measure 0.4734266871709943 [0.475,0.471698] f_measure 0.5043309652328221 [0.532544,0.473333] kappa -0.03892039898298462 kappa -0.006249999999999978 kappa -0.005150616513188674 kappa 0.017137491196494232 kappa 0.013354281225451821 kappa -0.03351080488568745 kappa 0.07198175885521098 kappa -0.060010285216978376 kappa -0.05127702146023765 kappa 0.006034550761220973 kb_relative_information_score -12.932907688927102 kb_relative_information_score -2.9044041834990026 kb_relative_information_score -2.9044041834989973 kb_relative_information_score 5.118398620843482 kb_relative_information_score 5.1183986208434815 kb_relative_information_score -10.927206987841487 kb_relative_information_score 22.231047685957943 kb_relative_information_score -18.011352547527835 kb_relative_information_score -18.011352547527828 kb_relative_information_score 2.0456544633283755 mean_absolute_error 0.51875 mean_absolute_error 0.503125 mean_absolute_error 0.503125 mean_absolute_error 0.490625 mean_absolute_error 0.490625 mean_absolute_error 0.515625 mean_absolute_error 0.46394984326018807 mean_absolute_error 0.5266457680250783 mean_absolute_error 0.5266457680250783 mean_absolute_error 0.4952978056426332 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 0.481531036168133 [0.50303,0.458065] precision 0.49783203125000003 [0.51875,0.475] precision 0.49837447232645404 [0.519231,0.47561] precision 0.5095097109216086 [0.53012,0.487013] precision 0.5076661706349206 [0.527778,0.485714] precision 0.48423304354636587 [0.505952,0.460526] precision 0.5368124149760455 [0.55625,0.515723] precision 0.470931284734328 [0.497238,0.442029] precision 0.47532585316988657 [0.496732,0.451807] precision 0.5041180431380068 [0.526316,0.47973] predictive_accuracy 0.48125 predictive_accuracy 0.496875 predictive_accuracy 0.496875 predictive_accuracy 0.509375 predictive_accuracy 0.509375 predictive_accuracy 0.484375 predictive_accuracy 0.5360501567398119 predictive_accuracy 0.4733542319749216 predictive_accuracy 0.4733542319749216 predictive_accuracy 0.5047021943573667 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 0.48125 [0.497006,0.464052] recall 0.496875 [0.497006,0.496732] recall 0.496875 [0.48503,0.509804] recall 0.509375 [0.526946,0.490196] recall 0.509375 [0.568862,0.444444] recall 0.484375 [0.508982,0.457516] recall 0.5360501567398119 [0.536145,0.535948] recall 0.47335423197492166 [0.538922,0.401316] recall 0.47335423197492166 [0.45509,0.493421] recall 0.5047021943573667 [0.538922,0.467105] relative_absolute_error 1.0395193915635002 relative_absolute_error 1.0082085665164067 relative_absolute_error 1.0082085665164067 relative_absolute_error 0.9831599064787317 relative_absolute_error 0.9831599064787317 relative_absolute_error 1.0332572265540811 relative_absolute_error 0.9295817801154018 relative_absolute_error 1.0554953085954024 relative_absolute_error 1.0554953085954024 relative_absolute_error 0.9926682068932952 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 0.7202430145443967 root_mean_squared_error 0.7093130479555554 root_mean_squared_error 0.7093130479555554 root_mean_squared_error 0.700446286306095 root_mean_squared_error 0.700446286306095 root_mean_squared_error 0.7180703308172536 root_mean_squared_error 0.6811386373273711 root_mean_squared_error 0.7257036364970747 root_mean_squared_error 0.7257036364970747 root_mean_squared_error 0.7037739734052639 root_relative_squared_error 1.4418662936588313 root_relative_squared_error 1.4199854144319268 root_relative_squared_error 1.4199854144319268 root_relative_squared_error 1.4022348989835391 root_relative_squared_error 1.4022348989835391 root_relative_squared_error 1.4375167625010314 root_relative_squared_error 1.3634007903660643 root_relative_squared_error 1.4530095203811129 root_relative_squared_error 1.4530095203811129 root_relative_squared_error 1.4091017767118692 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 0.7126959999936844 usercpu_time_millis 0.9117880000104606 usercpu_time_millis 0.7055179999895245 usercpu_time_millis 0.737795999981472 usercpu_time_millis 0.653184000000806 usercpu_time_millis 0.7287239999840267 usercpu_time_millis 0.7377719999936971 usercpu_time_millis 0.8522300000066707 usercpu_time_millis 0.7317350000022316 usercpu_time_millis 0.7505410000021584 usercpu_time_millis_testing 0.32998599999700673 usercpu_time_millis_testing 0.5418770000034101 usercpu_time_millis_testing 0.33951599999682003 usercpu_time_millis_testing 0.3627529999903345 usercpu_time_millis_testing 0.3086029999934681 usercpu_time_millis_testing 0.3702399999951922 usercpu_time_millis_testing 0.35201999999401323 usercpu_time_millis_testing 0.4429540000074894 usercpu_time_millis_testing 0.3519800000049145 usercpu_time_millis_testing 0.3820189999999002 usercpu_time_millis_training 0.38270999999667765 usercpu_time_millis_training 0.36991100000705046 usercpu_time_millis_training 0.36600199999270444 usercpu_time_millis_training 0.37504299999113755 usercpu_time_millis_training 0.34458100000733793 usercpu_time_millis_training 0.3584839999888345 usercpu_time_millis_training 0.3857519999996839 usercpu_time_millis_training 0.4092759999991813 usercpu_time_millis_training 0.3797549999973171 usercpu_time_millis_training 0.3685220000022582