FROC: Building Fair ROC from a Trained Classifier

Avyukta Manjunatha Vummintala, Shantanu Das, Sujit Gujar

This paper considers the problem of fair probabilistic binary classification with binary protected groups. The classifier assigns scores, and a practitioner predicts labels using a…