Incremental training of support vector machines.
Alistair ShiltonMarimuthu PalaniswamiDaniel RalphAh Chung TsoiPublished in: IEEE Trans. Neural Networks (2005)
Keyphrases
- learning machines
- support vector
- training examples
- large margin classifiers
- incremental learning
- support vector machine
- training algorithm
- cross validation
- data driven
- classification accuracy
- supervised learning
- training phase
- logistic regression
- kernel methods
- generalization ability
- neural network
- support vectors
- feature selection
- training process
- hyperplane
- feature extraction
- linear discriminant analysis
- binary classification
- database
- loss function
- information systems
- linear svm
- test set