Can We Predict Anomaly Detection Performance from Embedding-Space Geometry?

Kevin Wilkinghoff, Zheng-Hua Tan

Anomaly detection systems are often trained using normal data alone, while model selection and evaluation typically require labeled anomalies. We study whether anomaly detection pe…