Receiver operating characteristic curves and optimal Bayesian operating points
نویسندگان
چکیده
Receiver operating characteristic curve is a standard method for reporting performance of a system. In this paper we show how to 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.
منابع مشابه
RECEIVER OPERATING CHARACTERISTIC CURVES AND OPTIMAL BAYESIAN OPERATING POINTS - Image Processing, 1995. Proceedings., International Conference on
Receiver operating characteristic curve is a standard method for reporting performance of a system. In this paper we show how t o choose the optimal operating poin t 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.
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