A new validity index of feature subset for evaluating the dimensionality reduction algorithms.
Chuan LiuWenyong WangMartin KonanSiyang WangLisheng HuangYong TangXiang ZhangPublished in: Knowl. Based Syst. (2017)
Keyphrases
- dimensionality reduction
- feature selection
- feature subset selection
- selection algorithm
- feature subset
- feature extraction
- feature selection algorithms
- neural network
- feature set
- optimization problems
- control system
- k nearest neighbor
- high dimensional
- computer vision
- learning algorithm
- genetic algorithm
- machine learning