Lenore Cowen

The VOROS: Lifting ROC Curves to 3D to Summarize Unbalanced Classifier Performance

While the area under the ROC curve is perhaps the most common measure that is used to rank relative performance of different binary classifiers, longstanding field folklore has noted that it can be a measure that ill-captures the benefits of different classifiers when either the actual class valu…