Local Discrimination of Binary Classifiers via Localized AUC Functional

Wenye Ren, Anna Győrffy-Kerekes, Tancredi Dorsi +1

Risk prediction models are frequently evaluated with AUC, which means that during evaluation we are blind to performance heterogeneity, which could lead to bad decision-making in c…