Three Metrics, Three Questions: F1, AUROC, and Calibration
中文摘要
评估AI安全性不能仅靠单一指标，结合F1、AUROC和校准度三项指标，才能更全面地衡量模型的性能与可靠性。
English Summary
Evaluating AI safety requires more than a single metric. Combining F1, AUROC, and Calibration provides a comprehensive assessment of model performance and reliability for safer deployment.
原文节选
One number rarely tells you whether an AI model is safe — here’s the trio that does Continue reading on Towards AI »