(new and expanded whitepaper link) Area under the curve (AUC or c-statistic) is not paramount.  Shape often matters more. (also read “Subtlety of ROC AUCs (C-statistics) that is Often Forgot”) 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… Read More A Myth about ROC Curves and C-statistics