A traffic classification approach based on characteristics of subflows and ensemble learning.
Changyu WangXiaohong GuanTao QinPublished in: IM (2017)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- multiple classifiers
- ensemble methods
- weak learners
- individual classifiers
- classification models
- concept drift
- pattern recognition
- support vector machine
- benchmark datasets
- classification algorithm
- feature selection
- classification accuracy
- supervised learning
- image classification
- support vector
- decision trees
- support vector machine svm
- model selection
- random forest
- machine learning
- feature vectors
- training set
- unlabeled data
- feature space
- feature extraction
- learning algorithm