Optimizing Traffic Classification Using Hybrid Feature Selection.
Dai LeiXiaochun YunXiao JunPublished in: WAIM (2008)
Keyphrases
- feature selection
- classification accuracy
- classification models
- support vector
- text classification
- support vector machine
- feature extraction
- feature set
- machine learning
- pattern recognition
- model selection
- discriminative features
- feature space
- high dimensionality
- classification performances
- bayes classifier
- fold cross validation
- web page classification
- feature selection and classification
- accurate classification
- irrelevant features
- feature subset
- neural network
- decision trees
- support vector machine svm
- training set
- unsupervised learning
- image classification
- mutual information
- feature ranking
- wrapper feature selection
- data sets
- informative features
- active learning
- supervised learning
- small sample
- class labels
- automatic classification
- text categorization
- microarray data
- machine learning algorithms
- network traffic