Evolutionary model selection for identification of nonlinear parametric systems.
Jinyao YanJohn R. Deller Jr.Meng YaoErik D. GoodmanPublished in: ChinaSIP (2014)
Keyphrases
- model selection
- cross validation
- parameter estimation
- mixture model
- sample size
- statistical learning
- regression model
- bayesian learning
- error estimation
- model selection criteria
- hyperparameters
- generalization error
- meta learning
- motion segmentation
- machine learning
- statistical inference
- parameter determination
- variable selection
- feature selection
- closed form
- mutual information
- training set
- selection criterion
- feature space
- generalization bounds
- decision trees
- leave one out cross validation
- information criterion
- marginal likelihood
- learning algorithm