A parallel decomposition algorithm for training multiclass kernel-based vector machines.
Lingfeng NiuYaxiang YuanPublished in: Optim. Methods Softw. (2011)
Keyphrases
- multi class
- decomposition algorithm
- support vector machine
- multiclass svm
- learning machines
- working set
- large margin classifiers
- multi class classification
- binary classification
- multiclass classification
- cost sensitive
- pairwise
- decomposition method
- binary classification tasks
- multiple classes
- training process
- multiclass support vector machines
- feature selection
- kernel methods
- multiclass problems
- training set
- perceptron algorithm
- recognition algorithm
- support vector
- feature vectors
- error correcting output codes
- weight vector
- supervised learning
- binary classifiers
- data sets
- hyperplane
- multiclass learning
- least squares
- feature space