Traffic Classification Approach Based on Support Vector Machine and Statistic Signature.
Seonhwan HwangKeuchul ChoJunhyung KimYoung-mi BaekJeongbae YunKijun HanPublished in: NEW2AN (2013)
Keyphrases
- support vector machine
- svm classifier
- support vector
- classification algorithm
- support vector machine svm
- pattern recognition
- feature vectors
- svm classification
- decision trees
- classification method
- machine learning
- high classification accuracy
- training set
- feature selection
- classification accuracy
- generalization ability
- k nearest neighbor
- preprocessing
- feature extraction
- decision boundary
- real time
- image classification
- kernel function
- cost sensitive
- multi class support vector machine
- small sample
- multiclass classification
- automatic classification
- support vector regression
- classification models
- hyperplane
- machine learning methods
- training data
- supervised learning
- multi class