Decomposing Global AUC into Cluster-Level Contributions for Localized Model Diagnostics

Agus Sudjianto, Alice J. Liu

The Area Under the ROC Curve (AUC) is a widely used performance metric for binary classifiers. However, as a global ranking statistic, the AUC aggregates model behavior over the en…