Navigating the Metric Maze: A Taxonomy of Evaluation Metrics for Anomaly Detection in Time Series.
Sondre SørbøMassimiliano RuoccoPublished in: CoRR (2023)
Keyphrases
- evaluation metrics
- anomaly detection
- detect anomalies
- precision and recall
- intrusion detection
- anomalous behavior
- network intrusion detection
- intrusion detection system
- learning to rank
- novelty detection
- network anomaly detection
- network traffic
- detecting anomalies
- evaluation measures
- one class support vector machines
- pairwise
- data sets
- text mining