Variable selection and regularization via arbitrary rectangle-range generalized elastic net.
Yujia DingQidi PengZhengming SongHansen ChenPublished in: Stat. Comput. (2023)
Keyphrases
- variable selection
- elastic net
- cross validation
- regularization parameter
- topology preserving
- model selection
- input variables
- high dimensional
- sparse learning
- linear models
- sparsity inducing
- hyperparameters
- kernel learning
- linear support vector machines
- dimension reduction
- binary images
- high dimensional data
- feature selection
- competitive learning
- neural network
- self organizing maps
- multiple kernel learning
- projection matrix
- pattern recognition