A geometric method for model selection in support vector machine.
Xinjun PengYifei WangPublished in: Expert Syst. Appl. (2009)
Keyphrases
- model selection
- support vector machine
- cross validation
- parameter estimation
- support vector machine svm
- hyperparameters
- regression model
- error estimation
- sample size
- missing data
- statistical model
- bayesian methods
- bayesian learning
- statistical inference
- generalization error
- feature selection
- leave one out cross validation
- svm classifier
- mixture model
- probability distribution
- classification accuracy
- prior knowledge
- bayesian networks