Improvements to Train Support Vector Machines Based on Convex Set Conception.
Liangzhi GanHai-kuan LiuPublished in: FSKD (1) (2009)
Keyphrases
- convex sets
- support vector
- learning machines
- large margin classifiers
- finite number
- variational inequalities
- convex optimization
- convex hull
- support vector machine
- finite dimensional
- logistic regression
- discrete sets
- feasible set
- hyperplane
- convex functions
- generalization bounds
- higher dimensional
- feature selection
- kernel function
- kernel methods
- discrete tomography
- vector space
- mixture model
- horizontal and vertical projections