Half-AUC for the evaluation of sensitive or specific classifiers ?
Describes a variation on partial-AUC, called half-AUC, suitable for the evaluation of sensitive or specific classifiers. Develops an statistical interpretation of half-AUC. Illustrates the efficacy of half-AUC on both dominating and non-dominating ROC curves.
sensitivity specificity roc curves auc partial-auc