Intrusion detection technique in wireless sensor network using grid search random forest with Boruta feature selection algorithm.
Sridevi SubbiahKalaiarasi Sonai Muthu AnbananthenSaranya ThangarajSubarmaniam KannanDeisy ChelliahPublished in: J. Commun. Networks (2022)
Keyphrases
- random forest
- intrusion detection
- feature selection algorithms
- feature set
- fold cross validation
- feature selection
- anomaly detection
- decision trees
- data sets
- classification accuracy
- data mining
- ensemble methods
- feature space
- feature extraction
- multi label
- feature vectors
- multi class
- feature subset
- base classifiers
- learning models
- pattern recognition
- text classification
- support vector machine
- cross validation
- machine learning methods