Evolutionary Canonical Particle Swarm Optimizer - A Proposal of Meta-optimization in Model Selection.
Hong ZhangMasumi IshikawaPublished in: ICANN (1) (2008)
Keyphrases
- model selection
- particle swarm optimizer
- cross validation
- particle swarm optimization
- hyperparameters
- parameter estimation
- adaptive strategies
- bayesian learning
- mixture model
- sample size
- machine learning
- statistical learning
- motion segmentation
- meta learning
- gaussian process
- variable selection
- model selection criteria
- regression model
- statistical inference
- generalization error
- information criterion
- marginal likelihood
- genetic algorithm
- feature selection
- variable weighting
- grid search
- error estimation
- selection criterion
- optimization algorithm
- pairwise
- neural network
- leave one out cross validation
- optimization method
- data mining