Selection of sub-optimal feature set of network data to implement Machine Learning models to develop an efficient NIDS.
Jashanpreet Singh SadiouraSatbir SinghAmitava DasPublished in: ICDSE (2019)
Keyphrases
- feature set
- machine learning models
- feature subset
- classification accuracy
- feature selection
- random forest
- feature vectors
- feature space
- feature extraction
- selected features
- machine learning approaches
- spam filtering
- learning models
- machine learning algorithms
- class labels
- selection algorithm
- classification models
- genetic algorithm
- kernel function
- machine learning
- feature extraction and selection
- ensemble methods
- training set
- reinforcement learning
- training data