Adaptive Optimization for Cross Validation.
Alessandro RudiGabriele ChiusanoAlessandro VerriPublished in: ESANN (2012)
Keyphrases
- cross validation
- model selection
- hyperparameters
- support vector
- cross validated
- grid search
- regularization parameter
- training set
- variable selection
- generalization error
- error estimates
- regression problems
- optimization algorithm
- optimization problems
- information criterion
- unseen data
- nearest neighbor classifiers
- nearest neighbor
- machine learning
- data sets