A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification.
Shulei LiuHanding WangWei PengWen YaoPublished in: IEEE Trans. Evol. Comput. (2022)
Keyphrases
- feature selection algorithms
- feature selection
- high dimensional
- high dimensionality
- small sample
- feature space
- irrelevant features
- classification accuracy
- feature set
- feature subset
- support vector machine
- pattern recognition
- feature extraction
- decision trees
- machine learning
- support vector machine svm
- data sets
- text classification
- dimensionality reduction
- support vector
- selected features
- sequential forward
- selection algorithm
- classification models
- feature vectors
- gene expression data
- model selection
- selection criterion
- feature subset selection
- supervised learning
- neural network