Cross-validation is safe to use.
Ross D. KingOghenejokpeme I. OrhoborCharles C. TaylorPublished in: Nat. Mach. Intell. (2021)
Keyphrases
- cross validation
- model selection
- hyperparameters
- support vector
- variable selection
- training set
- generalization error
- error estimates
- cross validated
- data sets
- regression problems
- unseen data
- feature selection
- sample size
- training data
- information criterion
- nearest neighbor classifiers
- artificial neural networks
- ls svm