Model Selection by Predictive Validation.
Josef KittlerKieron MesserMohammad SadeghiPublished in: Pattern Anal. Appl. (2002)
Keyphrases
- model selection
- cross validation
- bayesian learning
- parameter estimation
- hyperparameters
- statistical learning
- mixture model
- meta learning
- machine learning
- regression model
- sample size
- statistical inference
- error estimation
- parameter determination
- multivariate regression
- motion segmentation
- feature selection
- selection criterion
- leave one out cross validation
- marginal likelihood
- model selection criteria
- information criterion
- particle filter
- generalization error
- data sets