Fast Training of Linear Programming Support Vector Machines Using Decomposition Techniques.
Yusuke ToriiShigeo AbePublished in: ANNPR (2006)
Keyphrases
- linear programming
- learning machines
- support vector
- large margin classifiers
- training examples
- training algorithm
- logistic regression
- linear program
- supervised learning
- training set
- np hard
- kernel function
- loss function
- training process
- hyperplane
- svm classifier
- training phase
- multi class classification
- data sets
- support vector machine
- objective function
- generalization ability
- constraint propagation
- multi class
- binary classification
- classification accuracy
- quadratic programming
- linear svm
- standard svm
- learning algorithm