Elastic net-based high dimensional data selection for regression.
Hasna ChamlalAsmaa BenzmaneTayeb OuaderhmanPublished in: Expert Syst. Appl. (2024)
Keyphrases
- high dimensional data
- elastic net
- dimensionality reduction
- low dimensional
- nearest neighbor
- high dimensional
- subspace clustering
- high dimensionality
- dimension reduction
- data sets
- data analysis
- data points
- original data
- similarity search
- low rank
- input space
- missing values
- sparse representation
- linear support vector machines
- linear discriminant analysis
- regression model
- topology preserving
- image processing
- model selection
- linear regression
- regularization parameter
- input data
- image data
- support vector regression
- pattern recognition
- lower dimensional
- small sample size
- ridge regression