Design efficient support vector machine for fast classification.
Yiqiang ZhanDinggang ShenPublished in: Pattern Recognit. (2005)
Keyphrases
- support vector machine
- support vector machine svm
- svm classifier
- classification method
- classification algorithm
- feature vectors
- high classification accuracy
- decision trees
- support vector
- multi class
- feature selection
- classification accuracy
- classification scheme
- decision boundary
- feature space
- supervised learning
- text classification
- model selection
- machine learning
- design process
- pattern recognition
- training data
- case study
- classification rules
- pattern classification
- generalization ability
- svm classification
- classification systems
- multi class support vector machines
- automatic classification
- kernel methods
- cross validation
- kernel function
- training samples
- image classification
- user interface