Regression NSS: An Alternative to Cross Validation.
Michael P. PerroneBrian S. BlaisPublished in: COLT (1995)
Keyphrases
- cross validation
- model selection
- regression problems
- support vector
- hyperparameters
- regression model
- variable selection
- cross validated
- training set
- generalization error
- linear regression
- nearest neighbor classifiers
- information criterion
- gaussian processes
- neural network
- sample size
- meta learning
- decision tree induction
- unseen data
- leave one out cross validation
- data sets
- regularization parameter
- logistic regression
- error estimation
- maximum likelihood