Incremental support vector machines and their geometrical analyses.
Kazushi IkedaTakemasa YamasakiPublished in: Neurocomputing (2007)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- multi class
- kernel function
- logistic regression
- incremental learning
- support vector machine
- loss function
- hyperplane
- support vectors
- radial basis function
- data driven
- machine intelligence
- maximum margin
- feature selection
- linear discriminant analysis
- cross validation
- model selection
- comparative analysis
- binary classification
- classification accuracy
- single pass
- incremental algorithms
- geometrical properties