A learning algorithm for enhancing the generalization ability of support vector machines.
Jun GuoNorikazu TakahashiTetsuo NishiPublished in: ISCAS (4) (2005)
Keyphrases
- generalization ability
- learning algorithm
- support vector
- learning machines
- large margin classifiers
- generalization bounds
- ensemble learning
- support vector machine
- support vector machine svm
- machine learning
- machine learning algorithms
- training data
- learning tasks
- bp neural network
- back propagation
- ls svm
- training examples
- ensemble methods
- multi objective
- learning rate
- supervised learning
- training samples
- loss function
- kernel methods
- cross validation
- svm training
- data mining