Feature selection for optimizing traffic classification.
Hongli ZhangGang LuMahmoud T. QassrawiYu ZhangXiang-Zhan YuPublished in: Comput. Commun. (2012)
Keyphrases
- feature selection
- classification accuracy
- text classification
- support vector
- feature space
- feature extraction
- classification models
- unsupervised learning
- pattern recognition
- machine learning
- method for feature selection
- high dimensionality
- feature selection and classification
- support vector machine
- accurate classification
- mutual information
- feature subset
- decision trees
- small samples
- feature selection algorithms
- network traffic
- feature set
- dimensionality reduction
- text categorization
- dimension reduction
- model selection
- cost sensitive
- image classification
- automatic classification
- discriminative features
- feature subset selection
- instance selection
- small sample
- preprocessing
- supervised learning
- classification performances
- multi class
- support vector classification
- classification method
- unsupervised feature selection
- irrelevant features
- bayes classifier
- fold cross validation
- selected features
- data sets