摘要: In this paper we review the Receiver Operating Characteristic (ROC) curve, and X^2 test statistic, in relation to analysis of a confusion matrix. We then show how these two methods are related, propose an extension ROC curve so that it shows contours values. These can be used provide further insight into appropriate setting decision threshold for particular application.