A New Penalty-Based Criterion for Model Selection in Regularized Nonlinear Models.
Elisa Guerrero VázquezJoaquín Pizarro JunqueraAndrés Yáñez EscolanoPedro L. GalindoPublished in: IWANN (1) (2003)
Keyphrases
- model selection
- nonlinear models
- selection criterion
- model selection criteria
- marginal likelihood
- linear model
- hyperparameters
- cross validation
- information criterion
- linear models
- regression model
- parameter estimation
- feature selection
- bayesian information criterion
- variable selection
- objective function
- gaussian process
- statistical models
- machine learning
- sample size
- least squares
- mixture model
- logistic regression
- automatic model selection
- gaussian processes
- text categorization
- data sets