Cross-validation of neural network applications for automatic new topic identification.
Huseyin Cenk ÖzmutluFatih ÇavdurSeda ÖzmutluPublished in: J. Assoc. Inf. Sci. Technol. (2008)
Keyphrases
- cross validation
- neural network
- model selection
- support vector
- variable selection
- generalization error
- genetic algorithm
- cross validated
- hyperparameters
- artificial neural networks
- neural network model
- regression problems
- training set
- back propagation
- akaike information criterion
- regularization parameter
- information criterion
- upper bound
- unseen data
- nearest neighbor classifiers
- error estimates
- database
- feature selection