An Adaptive Support Vector Machine Learning Algorithm for Large Classification Problem.
Shu YuXiaowei YangZhifeng HaoYanchun LiangPublished in: ISNN (1) (2006)
Keyphrases
- support vector machine
- learning algorithm
- classification algorithm
- generalization ability
- support vector
- support vector machine svm
- svm classifier
- training data
- classification method
- classification accuracy
- multi class
- supervised learning
- feature vectors
- decision boundary
- small sample
- machine learning algorithms
- pattern recognition
- soft margin
- high classification accuracy
- feature space
- training set
- classification scheme
- training examples
- training samples
- machine learning
- training procedure
- nearest neighbour algorithm
- automatic classification
- feature extraction
- classification models
- pattern classification
- radial basis function
- back propagation
- cost sensitive
- learning scheme
- kernel methods
- svm classification
- cross validation
- decision forest
- k nearest neighbor
- learning process