Behavior of prediction performance metrics with rare events

Emily Minus, R. Yates Coley, Susan M. Shortreed +1

Objective: Area under the receiving operator characteristic curve (AUC) is commonly reported alongside prediction models for binary outcomes. Recent articles have raised concerns t…