Comparison of the support vector machine and relevant vector machine in regression and classification problems.
Wei Miao YuTiehua DuKah Bin LimPublished in: ICARCV (2004)
Keyphrases
- support vector machine
- support vector
- support vector regression
- regression model
- support vector machine svm
- feature vectors
- training data
- ridge regression
- support vector machines for classification
- hyperplane
- multi class
- kernel function
- multi class support vector machines
- simple linear
- regression method
- website
- gaussian processes
- small sample
- closely related
- regression problems
- regression analysis
- dimension reduction
- kernel methods
- machine learning
- k nearest neighbor
- probabilistic model
- learning algorithm