A network intrusion detection system based on a Hidden Naïve Bayes multiclass classifier.
Levent KocThomas A. MazzuchiShahram SarkaniPublished in: Expert Syst. Appl. (2012)
Keyphrases
- multi class
- bayes classifiers
- tree augmented
- multi class classifier
- support vector machine
- bayes classifier
- bayesian classifiers
- binary classifiers
- multiclass classification
- linear classifiers
- class probabilities
- error correcting output codes
- multiclass problems
- base classifiers
- feature selection
- cost sensitive classification
- bayesian network classifiers
- naive bayes classifier
- binary classification problems
- bayesian networks
- bayesian classifier
- pairwise
- binary classification
- generalized discriminant analysis
- multi class classification
- single class
- svm classifier
- bayes net
- multi label classification
- training data
- multiple classes
- support vector
- decision trees
- multiclass support vector machines
- rule learner
- learning algorithm
- multi class problems
- ensemble learning
- classification algorithm
- support vector machine svm
- training samples
- machine learning
- cost sensitive
- logistic regression
- text categorization
- text classification
- feature space
- multiclass learning
- multiclass svm