A ranking-based strategy to prune variable selection ensembles.
Chun-Xia ZhangJiang-She ZhangQingyan YinPublished in: Knowl. Based Syst. (2017)
Keyphrases
- variable selection
- ensemble selection
- cross validation
- high dimensional
- input variables
- linear models
- selection criterion
- model selection
- stochastic search
- dimension reduction
- group lasso
- decision trees
- selection strategy
- search space
- ensemble methods
- data mining
- high dimensional data
- pattern recognition
- support vector