A Double-Layered Hybrid Approach for Network Intrusion Detection System Using Combined Naive Bayes and SVM.
Treepop WisanwanichthanMason ThammawichaiPublished in: IEEE Access (2021)
Keyphrases
- naive bayes
- text classifiers
- naive bayes classifier
- classification algorithm
- training data
- decision trees
- classification accuracy
- feature selection
- text classification
- bayes classifier
- cost sensitive
- support vector
- text categorization
- logistic regression
- bayesian classifiers
- support vector machine svm
- uci datasets
- probability estimation
- support vector machine
- independence assumption
- bayesian classifier
- knn
- uci data sets
- naive bayesian classifier
- bayesian network classifiers
- svm classifier
- test instances
- multi class classification
- base classifiers
- multi class
- probabilistic classifiers
- attribute dependencies
- locally weighted
- augmented naive bayes
- naive bayes classification
- averaged one dependence estimators
- probability estimates
- training set
- bayesian networks
- random forest
- unlabeled data
- neural network
- data sets