Incremental Training of Support Vector Machines Using Truncated Hypercones.
Shinya KatagiriShigeo AbePublished in: ANNPR (2006)
Keyphrases
- learning machines
- support vector
- training examples
- large margin classifiers
- training algorithm
- training process
- kernel function
- training phase
- classification accuracy
- support vector machine
- ensemble learning
- incremental learning
- model selection
- loss function
- logistic regression
- data sets
- neural network
- feature selection
- test set
- bayesian networks
- feature vectors
- decision function
- linear svm
- artificial intelligence
- support vectors
- binary classification
- generalization error
- supervised learning
- support vector regression
- hyperplane
- data driven
- linear discriminant analysis
- svm classifier