Receiver operating characteristic curves and optimal Bayesian operating points

摘要

The receiver operating characteristic curve is a standard method for reporting the performance of a system. In this paper we show how do choose the optimal operating point when we are given a receiver operating curve, the prior probabilities, and the economic gain matrix. Unlike earlier methods, we make no assumptions regarding underlying distributions.