Extensions to Metric-Based Model Selection.
Yoshua BengioNicolas ChapadosPublished in: J. Mach. Learn. Res. (2003)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- sample size
- bayesian learning
- mixture model
- regression model
- statistical learning
- generalization error
- machine learning
- information criterion
- error estimation
- motion segmentation
- feature selection
- variable selection
- statistical inference
- marginal likelihood
- selection criterion
- meta learning
- bayesian model selection
- probabilistic model
- bayesian methods
- feature space
- bayesian information criterion
- leave one out cross validation
- real world