A cutting plane algorithm for multiclass kernel discriminations.
Tien-Fang KuoYasutoshi YajimaPublished in: GrC (2006)
Keyphrases
- multi class
- cutting plane algorithm
- cutting plane
- linear svm
- integer programming
- maximum margin
- support vector machine
- kernel function
- kernel methods
- max flow
- feature selection
- support vector
- pairwise
- cost sensitive
- multiclass classification
- structural svm
- binary classification
- feature space
- column generation
- logistic regression
- valid inequalities
- multiple kernel learning
- linear programming
- multi task
- mixed integer
- data sets
- lower bound
- kernel learning
- support vectors
- supervised learning
- cross validation
- decision trees