Pre-Selection in Cluster Lasso Methods for Correlated Variable Selection in High-Dimensional Linear Models.
Niharika GaurahaSwapan K. ParuiPublished in: DKB/KIK@KI (2017)
Keyphrases
- variable selection
- linear models
- high dimensional
- cross validation
- model selection
- high dimensional data
- group lasso
- linear regression
- dimension reduction
- feature selection
- additive models
- data sets
- machine learning algorithms
- high dimensionality
- sample size
- low dimensional
- feature extraction
- image processing
- computer vision