Navigating the metric maze: a taxonomy of evaluation metrics for anomaly detection in time series.
Sondre SørbøMassimiliano RuoccoPublished in: Data Min. Knowl. Discov. (2024)
Keyphrases
- evaluation metrics
- anomaly detection
- detect anomalies
- precision and recall
- intrusion detection
- detecting anomalies
- network traffic
- anomalous behavior
- learning to rank
- evaluation measures
- network intrusion detection
- intrusion detection system
- one class support vector machines
- negative selection algorithm
- network anomaly detection
- data mining
- cumulative sum
- novelty detection
- object recognition
- unsupervised learning
- supervised learning