Recursive Feature Elimination with Cross-Validation with Decision Tree: Feature Selection Method for Machine Learning-Based Intrusion Detection Systems.
Mohammed AwadSalam FraihatPublished in: J. Sens. Actuator Networks (2023)
Keyphrases
- cross validation
- model selection
- machine learning
- feature selection
- decision trees
- machine learning methods
- support vector machine
- support vector
- intrusion detection system
- feature set
- svm rfe
- recursive feature elimination
- unsupervised learning
- intrusion detection
- classification accuracy
- support vector machine svm
- benchmark data sets
- ls svm
- small samples
- feature extraction
- text classification
- knowledge discovery
- pairwise
- data analysis
- generalization error
- selected features
- learning algorithm