Reject-Option Classification

Use reject-option classification to reduce harm. Learn the uncertainty-band approach (defer when score is in a borderline range), group-aware reject regions (Kamiran et al.), downstream human-review handoff with SLAs, the bias of the reviewer pool, and audit requirements for the deferred decisions.