Using Self Organizing Maps and Genetic Algorithms for Model Selection in Multilevel Optimization.
Mohammed El-BeltagyAndy J. KeanePublished in: IEA/AIE (1999)
Keyphrases
- model selection
- genetic algorithm
- cross validation
- hyperparameters
- optimization method
- model selection criteria
- sample size
- intelligent data mining
- regression model
- parameter estimation
- parameter optimization
- bayesian learning
- motion segmentation
- gaussian process
- statistical learning
- meta learning
- mixture model
- machine learning
- generalization error
- variable selection
- feature selection
- automatic model selection
- simulated annealing
- evolutionary algorithm
- selection criterion
- bayesian methods
- error estimation
- grid search
- parameter determination
- data mining
- marginal likelihood
- selection criteria
- statistical inference
- learning algorithm
- maximum likelihood