Discrete natural neighbour interpolation with uncertainty using cross-validation error-distance fields.
Thomas R. EtheringtonPublished in: PeerJ Comput. Sci. (2020)
Keyphrases
- cross validation
- generalization error
- error estimates
- model selection
- variable selection
- hyperparameters
- training set
- support vector
- error estimation
- regularization parameter
- error rate
- regression problems
- distance measure
- nearest neighbor classifiers
- cross validated
- real world
- unseen data
- error analysis
- distance function
- least squares
- feature extraction
- neural network
- information criterion
- sample size