Application-based feature selection for Internet traffic classification.
Taoufik En-NajjaryGuillaume Urvoy-KellerMarcin PietrzykJean-Laurent CosteuxPublished in: International Teletraffic Congress (2010)
Keyphrases
- feature selection
- classification accuracy
- support vector
- internet traffic
- feature set
- machine learning
- text classification
- classification models
- feature space
- support vector machine
- method for feature selection
- unsupervised learning
- feature extraction
- dimensionality reduction
- high dimensionality
- feature vectors
- decision trees
- support vector machine svm
- knn
- classification algorithm
- feature subset
- feature selection algorithms
- feature ranking
- irrelevant features
- traffic analysis
- classification performances