A Leisurely Look at Versions and Variants of the Cross Validation Estimator.
Waleed A. YousefPublished in: CoRR (2019)
Keyphrases
- cross validation
- error estimates
- model selection
- error estimation
- least squares
- support vector
- variable selection
- cross validated
- hyperparameters
- generalization error
- training set
- maximum likelihood
- regression problems
- information criterion
- maximum a posteriori
- unseen data
- neural network
- regularization parameter
- selection criterion
- feature selection
- permutation tests
- nearest neighbor classifiers
- learning algorithm