A New Model Selection Method for SVM.
Gilles LebrunOlivier LezorayChristophe CharrierHubert CardotPublished in: IDEAL (2006)
Keyphrases
- model selection
- cross validation
- support vector machine svm
- parameter estimation
- hyperparameters
- prior knowledge
- machine learning
- bayesian methods
- error estimation
- support vector
- bayesian learning
- feature selection
- selection criterion
- support vector machine
- objective function
- prior information
- sample size
- classification accuracy
- information criterion
- hypothesis tests
- least squares