A multi-surrogate-assisted dual-layer ensemble feature selection algorithm.
Zhi JiangYong ZhangJun WangPublished in: Appl. Soft Comput. (2021)
Keyphrases
- feature selection algorithms
- feature selection
- data sets
- feature set
- feature ranking
- irrelevant features
- selection algorithm
- neural network
- selected features
- ensemble learning
- random forest
- imbalanced datasets
- selection criterion
- ensemble methods
- feature subset
- mutual information
- text classification
- learning experience
- feature space
- training set
- learning models
- image processing
- feature extraction
- imbalanced data
- support vector
- pattern recognition
- pairwise
- artificial neural networks
- multi objective
- base classifiers
- semi supervised
- model selection