Model Selection and Adaptation for Biochemical Pathways.
Rüdiger W. BrausePublished in: ISBMDA (2004)
Keyphrases
- model selection
- signal transduction pathways
- covariate shift
- cross validation
- hyperparameters
- bayesian learning
- sample size
- parameter estimation
- meta learning
- generalization error
- regression model
- statistical learning
- error estimation
- machine learning
- model selection criteria
- variable selection
- mixture model
- selection criterion
- gaussian process
- motion segmentation
- feature selection
- statistical inference
- leave one out cross validation
- marginal likelihood
- active learning
- information criterion
- hypothesis tests
- multivariate regression