Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection.
Matthew LauIsmaïla SeckAthanasios P. MeliopoulosWenke LeeEugène NdiayePublished in: CoRR (2023)
Keyphrases
- binary classification
- anomaly detection
- multi class
- support vector
- cost sensitive
- learning problems
- intrusion detection
- anomalous behavior
- generalization error
- multi label
- detecting anomalies
- network intrusion detection
- network traffic
- support vector machine
- prediction accuracy
- class imbalance
- intrusion detection system
- ensemble methods
- one class support vector machines
- learning algorithm
- supervised learning
- machine learning
- unsupervised learning
- image classification
- data streams
- pattern recognition
- reinforcement learning
- negative selection algorithm