Towards a Surrogate-Assisted Multi-Objective Full Model Selection.
Alejandro Rosales-PérezJesús A. GonzálezCarlos A. Reyes GarcíaCarlos A. Coello CoelloPublished in: Res. Comput. Sci. (2014)
Keyphrases
- model selection
- multi objective
- cross validation
- evolutionary algorithm
- hyperparameters
- parameter estimation
- bayesian learning
- regression model
- objective function
- meta learning
- sample size
- machine learning
- error estimation
- selection criterion
- statistical learning
- motion segmentation
- feature selection
- mixture model
- generalization error
- gaussian process
- genetic algorithm
- model selection criteria
- information criterion
- leave one out cross validation
- least squares
- statistical inference
- data sets
- marginal likelihood
- bayesian model selection
- parameter determination