A novel technique to prune variable selection ensembles.
Liang-Pin RenChun-Xia ZhangHai-Yan XuanPublished in: ICNC-FSKD (2017)
Keyphrases
- variable selection
- ensemble selection
- input variables
- cross validation
- high dimensional
- search space
- linear models
- model selection
- stochastic search
- dimension reduction
- ensemble methods
- high dimensional data
- group lasso
- decision trees
- feature selection
- computer vision
- number of input variables
- data sets
- image processing
- data mining