Decomposition techniques for training linear programming support vector machines.
Yusuke ToriiShigeo AbePublished in: Neurocomputing (2009)
Keyphrases
- linear programming
- learning machines
- support vector
- large margin classifiers
- linear program
- training algorithm
- training process
- support vector machine
- training examples
- dynamic programming
- kernel function
- optimal solution
- decomposition method
- quadratic programming
- training phase
- logistic regression
- training samples
- hyperplane
- loss function
- training set
- multi class classification
- reduced set
- supervised learning
- constraint propagation
- neural network
- primal dual
- model selection
- decomposition algorithm
- decomposition methods