Development of a Bayesian Framework for Determining Uncertainty in Receiver Operating Characteristic Curve Estimates


This research uses a Bayesian framework to develop probability densities for the receiver operating characteristic (ROC) curve. The ROC curve is a discrimination metric that may be used to quantify how well a detection system classifies targets and nontargets. The degree of uncertainty in ROC curve formulation is a concern that previous research has not… (More)
DOI: 10.1109/TKDE.2009.50


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