A Consequentialist Critique of Binary Classification Evaluation Practices. - Gerardo Flores; Abigail Schiff; Alyssa H. Smith; Julia A Fukuyama; Ashia C. Wilson (CoRR, 2025)

Aligning Evaluation with Clinical Priorities: Calibration, Label Shift, and Error Costs. - Gerardo Flores; Alyssa H. Smith; Julia A Fukuyama; Ashia C. Wilson (CoRR, 2025)