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