Performance Comparison of Support Vector Machine, Random Forest, and Extreme Learning Machine for Intrusion Detection.
Iftikhar AhmadMohammad BasheriMuhammad Javed IqbalAneel RahimPublished in: IEEE Access (2018)
Keyphrases
- intrusion detection
- random forest
- extreme learning machine
- support vector machine
- intrusion detection system
- support vector regression
- feedforward neural networks
- anomaly detection
- decision trees
- feed forward neural networks
- neural network
- data mining
- hidden nodes
- feature set
- ensemble classifier
- data mining techniques
- support vector
- base classifiers
- multi class
- support vector machine svm
- multi label
- machine learning
- ensemble methods
- training data
- ensemble learning
- classification algorithm
- knn
- generalization ability
- data sets
- kernel function
- k nearest neighbor
- active learning
- feature vectors