Area under the curve (AUC or c-statistic) is not paramount. Shape often matters more. New and expanded whitepaper link Also read “Subtlety of ROC AUCs (C-statistics) that is Often Forgotten” What is the issue? It boils down to the clinical use of a particular diagnostic. This is not represented by the area under the curve (AUC),… Read More A Myth about ROC Curves and C-statistics