Glossary ======== ROC Receiver Operating Characteristic; plots TPR vs. FPR as threshold varies. ROC hull The convex hull of achievable ROC points; mixing thresholds (and randomized classifiers) realizes any point on the hull. TPR / FNR True positive rate / false negative rate; ``FNR = 1 - TPR``. FPR / TNR False positive rate / true negative rate; ``TNR = 1 - FPR``. PPR Positive prediction rate; fraction of predictions that are positive. Tolerance Maximum allowed disparity under a chosen fairness constraint.