Optimizing the Performance of the IDS Through Feature-Relevant Selection Using PSO and Random Forest Techniques.
Benaissa SafaReda Mohamed HamouAdil ToumouhPublished in: Computación y Sistemas (CyS) (2024)
Keyphrases
- random forest
- feature importance
- feature set
- random forests
- particle swarm optimization
- feature ranking
- decision trees
- ensemble methods
- particle swarm optimization pso
- rotation forest
- fold cross validation
- feature selection
- classification accuracy
- ensemble learning
- multi label
- feature vectors
- image features
- ensemble classifier
- differential evolution
- neural network
- small number
- evolutionary algorithm
- face recognition
- data mining