Classification model selection via bilevel programming.
Gautam KunapuliKristin P. BennettJing HuJong-Shi PangPublished in: Optim. Methods Softw. (2008)
Keyphrases
- model selection
- cross validation
- hyperparameters
- machine learning
- sample size
- feature selection
- selection criterion
- regression model
- bilevel programming
- generalization error
- model selection criteria
- mixture model
- grid search
- variable selection
- unsupervised learning
- gaussian process
- information criterion
- nonlinear bilevel programming
- supervised learning
- classification accuracy
- support vector