A Closer Look at AUROC and AUPRC under Class Imbalance

Matthew B. A. McDermott, Haoran Zhang, Lasse Hyldig Hansen +2

In machine learning (ML), a widespread claim is that the area under the precision-recall curve (AUPRC) is a superior metric for model comparison to the area under the receiver oper…