Fast Training of Support Vector Machines for Regression.
Davide AnguitaAndrea BoniStefano PacePublished in: IJCNN (5) (2000)
Keyphrases
- learning machines
- support vector
- regression problems
- training examples
- large margin classifiers
- model selection
- training algorithm
- kernel function
- support vector machine
- support vector regression
- regression model
- cross validation
- training phase
- linear svm
- standard svm
- kernel methods
- learning problems
- loss function
- learning algorithm
- feature selection
- svm classifier
- machine learning
- training set
- multi class classification
- binary classification
- generalization error
- test set
- generalization ability
- logistic regression
- soft margin
- decision function
- regression algorithm
- neural network
- radial basis function
- maximum margin
- scheduling problem
- vc dimension
- multi class
- support vectors
- training samples
- online learning
- training process