Shrinkage parameter selection via modified cross-validation approach for ridge regression model.
Zakariya Yahya AlgamalPublished in: Commun. Stat. Simul. Comput. (2020)
Keyphrases
- parameter selection
- regression model
- model selection
- cross validation
- hyperparameters
- variable selection
- generalization error
- sample size
- parameter estimation
- gaussian process
- regression methods
- support vector regression
- feature selection
- multivariate regression
- prediction model
- image denoising
- denoising
- regression problems
- machine learning
- regularization parameter
- ls svm
- image restoration
- training set
- training data
- feature extraction