MDL model selection using the ML plug-in code.
Steven de RooijPeter GrünwaldPublished in: ISIT (2005)
Keyphrases
- model selection
- cross validation
- maximum likelihood
- bayesian learning
- hyperparameters
- parameter estimation
- regression model
- error estimation
- sample size
- motion segmentation
- statistical learning
- gaussian process
- machine learning
- statistical inference
- generalization error
- variable selection
- feature selection
- meta learning
- mixture model
- selection criterion
- bayesian methods
- leave one out cross validation
- information criterion
- parameter determination
- bayesian model selection
- data sets
- bayesian information criterion
- automatic model selection