GRAMOFON: General model-selection framework based on networks.
Krisztian BuzaAlexandros NanopoulosTomás HorváthLars Schmidt-ThiemePublished in: Neurocomputing (2012)
Keyphrases
- model selection
- cross validation
- statistical inference
- statistical learning
- machine learning
- hyperparameters
- bayesian model selection
- error estimation
- sample size
- regression model
- parameter estimation
- bayesian learning
- model selection criteria
- real world
- mixture model
- generalization error
- gaussian process
- automatic model selection
- variable selection
- selection criterion
- probabilistic model
- similarity measure
- information criterion
- marginal likelihood
- feature selection