Recent research by Professor C. “Sesh” Seshadhri and Nicolas Menand from UC Santa Cruz has questioned the reliability of a widely used metric in evaluating machine learning algorithms for link prediction tasks. Their findings, published in the Proceedings of the National Academy of Sciences, highlight significant mathematical limitations in the commonly employed Area Under Curve
