Early stopping aggregation in selective variable selection ensembles for high-dimensional linear regression models.
Chun-Xia ZhangJiang-She ZhangQing-Yan YinPublished in: Knowl. Based Syst. (2018)
Keyphrases
- variable selection
- early stopping
- high dimensional
- linear models
- regression trees
- dimension reduction
- support vector machine
- low dimensional
- cross validation
- dimensionality reduction
- high dimensional data
- decision trees
- boosting algorithms
- high dimensionality
- model selection
- nearest neighbor
- data points
- training samples
- genetic programming
- kernel function
- input space
- random forests
- feature space
- face recognition
- feature selection