Parsimonious model selection for tissue classification: a DTI study of zebrafish.
Raisa Z. FreidlinMichal E. KomloshMurray H. LoewPeter J. BasserPublished in: Medical Imaging: Image Processing (2007)
Keyphrases
- model selection
- tissue classification
- cross validation
- parameter estimation
- hyperparameters
- mixture model
- regression model
- sample size
- feature selection
- variable selection
- motion segmentation
- statistical learning
- generalization error
- meta learning
- bayesian learning
- statistical inference
- generalization bounds
- data mining
- bayesian inference
- gaussian process
- selection criterion
- automatic model selection