An accurate traffic classification model based on support vector machines.
Jie CaoZhiyi FangGuannan QuHongyu SunDan ZhangPublished in: Int. J. Netw. Manag. (2017)
Keyphrases
- support vector
- classification accuracy
- support vector machine
- learning machines
- feature selection
- large margin classifiers
- accurate classification
- generalization ability
- decision trees
- svm classifier
- benchmark datasets
- cross validation
- classification algorithm
- pattern classification
- kernel logistic regression
- logistic regression
- class labels
- machine learning
- kernel function
- support vector machine svm
- image classification
- high accuracy
- preprocessing
- feature vectors
- loss function
- network traffic
- classification models
- feature extraction
- svm classification
- maximum margin
- feature space
- classification process
- classification scheme
- training set
- classification rules
- classification method
- real time