Efficient Cross-Validation of Echo State Networks.
Mantas LukoseviciusArnas UselisPublished in: ICANN (Workshop) (2019)
Keyphrases
- cross validation
- model selection
- variable selection
- echo state networks
- hyperparameters
- support vector
- recurrent neural networks
- training set
- cross validated
- regularization parameter
- error estimates
- generalization error
- regression problems
- learning algorithm
- prior knowledge
- feature space
- ls svm
- information criterion