Monotonic Smoothing Splines Fitted by Cross Validation.
Simon N. WoodPublished in: SIAM J. Sci. Comput. (1994)
Keyphrases
- cross validation
- model selection
- support vector
- training set
- variable selection
- cross validated
- hyperparameters
- regression problems
- information criterion
- generalization error
- error estimates
- b spline
- regularization parameter
- unseen data
- closed form
- curve fitting
- nearest neighbor classifiers
- ls svm
- data sets
- binary classifiers
- decision trees