An Improved Forward Regression Variable Selection Algorithm for High-Dimensional Linear Regression Models.
Yanxi XieYuewen LiZhijie XiaRuixia YanPublished in: IEEE Access (2020)
Keyphrases
- selection algorithm
- linear regression models
- regression analysis
- high dimensional
- regression trees
- linear regression model
- least squares
- regression model
- interval valued data
- prototype selection
- linear regression
- low dimensional
- dimensionality reduction
- search algorithm
- variable selection
- regression problems
- feature subset
- feature space
- factor analysis
- feature extraction
- random forests
- high dimensional data
- data points
- pattern recognition
- neural network
- input space
- cross validation
- model selection
- information extraction