Optimal use of regularization and cross-validation in neural network modeling.
Dingding ChenMartin T. HaganPublished in: IJCNN (1999)
Keyphrases
- cross validation
- cross validated
- regularization parameter
- neural network
- model selection
- variable selection
- support vector
- hyperparameters
- training set
- regression problems
- neural network model
- akaike information criterion
- nearest neighbor classifiers
- fault diagnosis
- back propagation
- information criterion
- genetic algorithm
- error estimates
- bp neural network
- log likelihood
- error estimation
- multi class
- database