ROC Analysis for Evaluating Translation Quality Estimation Systems
Receiver Operating Characteristic (ROC) analysis is a method used to evaluate translation quality estimation (QE) systems by plotting true positive rate against false positive rate for different thresholds. This approach produces actionable performance insights, helping users select optimal QE score thresholds for triage and business decision-making.