A nonparametric feature screening method for ultrahigh-dimensional missing response.
Xiaoxia LiNiansheng TangJinhan XieXiaodong YanPublished in: Comput. Stat. Data Anal. (2020)
Keyphrases
- detection method
- dynamic programming
- experimental evaluation
- high accuracy
- classification method
- significant improvement
- optimization method
- feature set
- synthetic data
- cost function
- computational complexity
- computational cost
- clustering method
- support vector machine svm
- support vector machine
- optimization algorithm
- high precision
- missing values
- feature subset
- computationally efficient
- mutual information
- neural network
- color images
- high dimensional
- preprocessing
- objective function
- multiscale
- similarity measure
- feature selection