Grouped variable model selection for heterogeneous medical signals.
Jamie MacbethMajid SarrafzadehPublished in: BODYNETS (2010)
Keyphrases
- model selection
- cross validation
- hyperparameters
- sample size
- parameter estimation
- statistical learning
- bayesian learning
- regression model
- variable selection
- motion segmentation
- signal processing
- statistical inference
- selection criterion
- error estimation
- machine learning
- generalization error
- model selection criteria
- feature selection
- meta learning
- gaussian process
- leave one out cross validation
- information criterion
- mixture model
- bayesian information criterion
- feature space
- parameter determination
- bayesian methods
- independent component analysis
- generalization bounds
- automatic model selection