Unsupervised and Semi-supervised Lagrangian Support Vector Machines.
Kun ZhaoYingjie TianNaiyang DengPublished in: International Conference on Computational Science (3) (2007)
Keyphrases
- maximum margin
- unsupervised and semi supervised
- support vector
- large margin classifiers
- learning machines
- hyperplane
- support vector machine
- semi supervised
- classification accuracy
- cross validation
- generalization ability
- pattern classification
- loss function
- optimal solution
- kernel methods
- kernel function
- training examples
- learning algorithm
- machine learning
- learning tasks
- support vectors
- linear combination
- semidefinite programming
- semi definite programming
- feature selection