2 papers
cs.LG2026
Partial VOROS: A Cost-aware Performance Metric for Binary Classifiers with Precision and Capacity Constraints
Christopher Ratigan, Kyle Heuton, Carissa Wang +2
The ROC curve is widely used to assess binary classifiers. Yet for some applications, such as alert systems for monitoring hospitalized patients, conventional ROC analysis cannot m…
cs.LG2024
The VOROS: Lifting ROC curves to 3D
Christopher Ratigan, Lenore Cowen
While the area under the ROC curve is perhaps the most common measure that is used to rank the relative performance of different binary classifiers, longstanding field folklore has…