Soft Margin Multiple Kernel Learning.
Xinxing XuIvor W. TsangDong XuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2013)
Keyphrases
- multiple kernel learning
- soft margin
- support vectors
- support vector
- support vector machine
- kernel function
- kernel methods
- binary classification
- parameter selection
- generalization ability
- generalization error
- boosting algorithms
- linear combination
- feature selection
- semi supervised learning
- training examples
- hyperplane
- svm classifier
- loss function
- input space
- training dataset
- learning problems
- training samples
- multi class
- svm classification
- training data
- machine learning
- cross validation
- multiple features
- ls svm
- multi task
- cost sensitive
- small number
- active learning
- training set
- reinforcement learning
- learning algorithm