Cross validation of neural network applications for automatic new topic identification.
Huseyin Cenk ÖzmutluFatih ÇavdurAmanda SpinkSeda ÖzmutluPublished in: ASIST (2005)
Keyphrases
- cross validation
- neural network
- model selection
- variable selection
- hyperparameters
- regression problems
- support vector
- cross validated
- generalization error
- training set
- regularization parameter
- unseen data
- akaike information criterion
- neural network model
- genetic algorithm
- nearest neighbor classifiers
- artificial neural networks
- ls svm
- information criterion
- data sets
- back propagation
- probabilistic model
- error estimates