An Ensemble Method for Feature Screening
It is known that feature Bedding selection/screening for high-dimensional nonparametric models is an important but very difficult issue.In this paper, we first point out the limitations of existing screening methods.In particular, model-free sure independence screening methods, which are defined on random predictors, may completely miss some import