Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection.
Matthew LauIsmaïla SeckAthanasios P. MeliopoulosWenke LeeEugène NdiayePublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- binary classification
- anomaly detection
- multi class
- support vector
- learning problems
- cost sensitive
- intrusion detection
- multi label
- anomalous behavior
- detecting anomalies
- network intrusion detection
- prediction accuracy
- support vector machine
- generalization error
- network traffic
- ensemble methods
- detect anomalies
- class imbalance
- active learning
- intrusion detection system
- unsupervised learning
- image classification
- supervised learning
- kernel function
- one class support vector machines
- neural network
- optimal solution
- decision trees
- image processing
- learning algorithm
- machine learning