Model Validation for Model Selection.
Josef KittlerKieron MesserMohammad SadeghiPublished in: ICAPR (2001)
Keyphrases
- model selection
- model validation
- cross validation
- hyperparameters
- bayesian learning
- parameter estimation
- sample size
- regression model
- motion segmentation
- mixture model
- statistical learning
- machine learning
- error estimation
- meta learning
- feature selection
- variable selection
- automatic model selection
- generalization error
- gaussian process
- selection criterion
- statistical inference
- marginal likelihood
- bayesian model selection
- gaussian mixture model
- probabilistic model
- bayesian information criterion
- data mining
- hypothesis tests
- model selection criteria