Defining an Optimal Cut-Point Value in ROC Analysis: An Alternative Approach

Figure 2

The empirically estimated objective functions under different underlying distributions: light to dark colors represent the scenarios with the classification accuracies from poor to high one. The homoscedastic gamma distribution scenario with a balanced design () is represented.