On the Geometry of Receiver Operating Characteristic and Precision-Recall Curves
arXiv:2504.02169v3 Announce Type: replace-cross
Abstract: We study the geometry of Receiver Operating Characteristic (ROC) and Precision-Recall (PR) curves in binary classification problems. The key finding is that many of the most commonly used binar…