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…