Parallel algorithm for training multiclass proximal Support Vector Machines.
Lingfeng NiuPublished in: Appl. Math. Comput. (2011)
Keyphrases
- multi class
- parallel algorithm
- large margin classifiers
- learning machines
- support vector
- support vector machine
- multi class classification
- binary classification
- multiclass classification
- multiclass svm
- feature selection
- training examples
- multiclass problems
- binary classifiers
- pairwise
- cost sensitive
- svm classifier
- multiple classes
- kernel function
- cost sensitive classification
- support vectors
- model selection
- classification accuracy
- training process
- parallel version
- training samples
- image classification
- learning tasks
- generalization ability
- radial basis function
- data sets
- supervised learning
- training data
- neural network