A Problem-Oriented Taxonomy of Evaluation Metrics for Time Series Anomaly Detection

Kaixiang Yang, Jiarong Liu, Yupeng Song +2

Time series anomaly detection is widely used in IoT and cyber-physical systems, yet its evaluation remains challenging due to diverse application objectives and heterogeneous metri…