A Probabilistic Framework for SVM Regression and Error Bar Estimation.
Junbin GaoSteve R. GunnChris J. HarrisMartin BrownPublished in: Mach. Learn. (2002)
Keyphrases
- support vector
- probabilistic model
- feature selection
- support vector machine svm
- error analysis
- knn
- nonparametric regression
- data sets
- estimation error
- linear regression
- theoretical framework
- model selection
- multi class
- pattern recognition
- training data
- main contribution
- least squares
- support vector machine
- training set
- binary classification
- max margin
- probabilistic formulation