Support Vector classification for large data sets by reducing training data with change of classes.
Jair CervantesXiaoou LiWen YuPublished in: SMC (2008)
Keyphrases
- support vector classification
- training data
- data sets
- class labels
- support vector regression
- learning algorithm
- training set
- prior knowledge
- classification accuracy
- support vector machine
- decision trees
- solution path
- artificial neural networks
- training examples
- support vector
- cost function
- supervised learning
- k nearest neighbor
- generalization error
- multi category
- image processing