Pruning Support Vector Machines Without Altering Performances.
Xun LiangRong-Chang ChenXinyu GuoPublished in: IEEE Trans. Neural Networks (2008)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- cross validation
- logistic regression
- pruning method
- generalization ability
- classification accuracy
- kernel function
- search space
- pruning algorithms
- maximum margin
- multi class classification
- hyperplane
- generalization bounds
- training examples
- support vector machine
- feature selection
- learning problems
- tree construction
- decision function
- effective pruning
- pruning algorithm
- radial basis function
- database
- kernel methods
- multi class
- data points
- neural network