Incremental training of support vector machines using hyperspheres.
Shinya KatagiriShigeo AbePublished in: Pattern Recognit. Lett. (2006)
Keyphrases
- learning machines
- support vector
- hyperplane
- large margin classifiers
- training algorithm
- training examples
- training set
- linear svm
- loss function
- cross validation
- training phase
- support vector machine
- training process
- test set
- neural network
- ensemble learning
- logistic regression
- model selection
- feature selection
- learning problems
- support vectors
- computer software
- batch mode
- incremental version
- binary classification
- support vector regression
- radial basis function
- kernel function
- training samples
- small number
- feature space
- machine learning