Cross-validation with active pattern selection for neural-network classifiers.
Friedrich LeischLakhmi C. JainKurt HornikPublished in: IEEE Trans. Neural Networks (1998)
Keyphrases
- cross validation
- model selection
- support vector
- hyperparameters
- variable selection
- regularization parameter
- selection criterion
- regression problems
- generalization error
- error estimates
- training set
- cross validated
- unseen data
- information criterion
- selection algorithm
- ls svm
- prior information
- machine learning
- generalization ability
- data mining
- binary classifiers
- least squares support vector machine