A backward elimination discrete optimization algorithm for model selection in spatio-temporal regression models.
Vineet YadavKimberly L. MüllerAnna M. MichalakPublished in: Environ. Model. Softw. (2013)
Keyphrases
- optimization algorithm
- model selection
- regression model
- multi objective
- cross validation
- optimization method
- parameter estimation
- hyperparameters
- regression methods
- prediction model
- differential evolution
- sample size
- support vector regression
- multivariate regression
- machine learning
- mixture model
- variable selection
- gaussian process
- feature selection
- information criterion
- model selection criteria
- generalization error
- moving objects
- objective function
- image sequences
- learning machines
- selection criterion
- artificial neural networks
- bayesian information criterion
- marginal likelihood