Stimulus Design for Model Selection and Validation in Cell Signaling.
Joshua F. ApgarJared E. ToettcherDrew EndyForest M. WhiteBruce TidorPublished in: PLoS Comput. Biol. (2008)
Keyphrases
- model selection
- cross validation
- variable selection
- statistical learning
- error estimation
- bayesian learning
- parameter estimation
- mixture model
- meta learning
- sample size
- hyperparameters
- model selection criteria
- motion segmentation
- selection criterion
- leave one out cross validation
- parameter determination
- information criterion
- data sets
- subspace information criterion
- likelihood function
- generalization error
- regression model
- mutual information
- high dimensional
- learning algorithm