Model selection using a simplex reproduction genetic algorithm.
Jean-Marc VesinReto GrüterPublished in: Signal Process. (1999)
Keyphrases
- model selection
- genetic algorithm
- cross validation
- sample size
- hyperparameters
- parameter estimation
- statistical learning
- mixture model
- motion segmentation
- bayesian learning
- model selection criteria
- variable selection
- regression model
- selection criterion
- statistical inference
- meta learning
- machine learning
- error estimation
- information criterion
- genetic algorithm ga
- generalization error
- gaussian process
- marginal likelihood
- fitness function
- mutual information
- least squares
- data sets