RIFS2D: A two-dimensional version of a randomly restarted incremental feature selection algorithm with an application for detecting low-ranked biomarkers.
Sida GaoPuli WangYuming FengXuchen XieMeiyu DuanYusi FanShuai LiuLan HuangFengfeng ZhouPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- feature selection algorithms
- feature selection
- irrelevant features
- feature subset
- data sets
- selection criterion
- selection algorithm
- imbalanced datasets
- selected features
- learning models
- feature set
- mutual information
- active learning
- pairwise
- search algorithm
- feature extraction
- image processing
- machine learning
- neural network
- database