Optimizing IP Flow Classification Using Feature Selection.
Dai LeiChen YouXiaochun YunPublished in: PDCAT (2007)
Keyphrases
- feature selection
- classification accuracy
- feature extraction
- support vector
- classification models
- feature selection algorithms
- machine learning
- text classification
- high dimensionality
- accurate classification
- unsupervised learning
- feature set
- image classification
- decision trees
- model selection
- support vector machine
- text categorization
- feature space
- dimension reduction
- automatic classification
- feature ranking
- feature subset selection
- pattern recognition
- multi class
- feature subset
- classification performances
- bayes classifier
- classification algorithm
- information gain
- supervised learning
- feature reduction
- web page classification
- irrelevant features
- small sample
- fold cross validation
- feature weighting
- class imbalance
- machine learning algorithms
- svm classifier
- end to end
- discriminative features
- unsupervised feature selection
- class separability
- small samples
- data sets