Improved SVM method for internet traffic classification based on feature weight learning.
Shengnan HaoJing HuSongyin LiuTiecheng SongJinghong GuoShidong LiuPublished in: ICCAIS (2015)
Keyphrases
- support vector machine svm
- classification method
- support vector machine
- support vector
- unsupervised learning
- feature set
- supervised learning
- classification accuracy
- training process
- classification algorithm
- feature vectors
- training samples
- model selection
- weight vector
- svm classification
- decision forest
- histogram intersection kernel
- text classification
- multi class
- pairwise
- feature extraction
- real world
- svm classifier
- distributed systems
- knowledge discovery
- feature maps
- digital libraries
- improves the classification accuracy
- privileged information
- feature selection