The VOROS: Lifting ROC curves to 3D
The VOROS: Lifting ROC curves to 3D
The area under the ROC curve is a common measure that is often used to rank the relative performance of different binary classifiers. However, as has been also previously noted, it can be a measure that ill-captures the benefits of different classifiers when either the true class values or misclassification …