The Misuse of AUC: What High Impact Risk Assessment Gets Wrong

Kweku Kwegyir-Aggrey, Marissa Gerchick, Malika Mohan +2

When determining which machine learning model best performs some high impact risk assessment task, practitioners commonly use the Area under the Curve (AUC) to defend and validate…