Cysts Based on Data-Driven Model Selection.
Adam M. SullivanXiaopeng ZhaoYasuhiro SuzukiEri OchiaiStephen CrutcherMichael A. GilchristPublished in: PLoS Comput. Biol. (2013)
Keyphrases
- model selection
- data driven
- cross validation
- hyperparameters
- bayesian learning
- regression model
- sample size
- machine learning
- statistical learning
- feature selection
- variable selection
- parameter estimation
- mixture model
- motion segmentation
- gaussian process
- meta learning
- selection criterion
- model selection criteria
- parameter determination
- information criterion
- marginal likelihood
- generalization error
- statistical inference
- bayesian information criterion
- bayesian model selection
- hypothesis tests
- error estimation
- generalization bounds
- posterior distribution