A feature selection approach to find optimal feature subsets for the network intrusion detection system.
Seung-Ho KangKuinam J. KimPublished in: Clust. Comput. (2016)
Keyphrases
- feature subset
- feature selection
- feature subset selection
- classification accuracy
- feature selection algorithms
- feature set
- selected features
- irrelevant features
- selection algorithm
- genetic algorithm ga
- classification models
- feature space
- ensemble methods
- optimal subset of features
- information gain
- sequential forward
- text classification
- ensemble feature selection
- text categorization
- feature ranking
- redundant features
- machine learning
- optimization method
- method for feature selection
- selecting features
- dimensionality reduction
- individual features
- support vector
- pattern recognition
- feature relevance
- mutual information
- learning algorithm
- model selection