Cross-Validation Visualized: A Narrative Guide to Advanced Methods.
Johannes AllgaierRüdiger PryssPublished in: Mach. Learn. Knowl. Extr. (2024)
Keyphrases
- cross validation
- model selection
- variable selection
- support vector
- nearest neighbor classifiers
- hyperparameters
- training set
- cross validated
- generalization error
- decision tree induction
- information criterion
- linear regression
- incomplete data
- artificial neural networks
- regularization parameter
- statistical inference
- leave one out cross validation
- training data
- error estimates