Which standard classification algorithm has more stable performance for imbalanced network traffic data?
Ming ZhengKai MaFei WangXiaowen HuQingying YuLiangmin GuoFulong ChenPublished in: Soft Comput. (2024)
Keyphrases
- classification algorithm
- k nearest neighbor
- knn
- training set
- class labels
- naive bayes
- training phase
- classification method
- network traffic data
- support vector machine
- network traffic
- concept drift
- clustering algorithm
- learning algorithm
- network intrusion detection
- intrusion detection
- feature selection
- class distribution
- accurate classification
- traffic data
- databases