Attributing AUC-ROC to Analyze Binary Classifier Performance

Arya Tafvizi, Besim Avci, Mukund Sundararajan

Area Under the Receiver Operating Characteristic Curve (AUC-ROC) is a popular evaluation metric for binary classifiers. In this paper, we discuss techniques to segment the AUC-ROC…