An external attention-based feature ranker for large-scale feature selection.
Yu XueChenyi ZhangFerrante NeriMoncef GabboujYong ZhangPublished in: Knowl. Based Syst. (2023)
Keyphrases
- feature selection
- feature set
- feature ranking
- feature subset
- irrelevant features
- discriminative features
- redundant features
- selecting features
- text categorization
- small scale
- classification accuracy
- feature extraction
- multi class
- supervised feature selection
- models built
- real life
- feature space
- input features
- neural network
- machine learning
- feature relevance
- internal and external
- feature selection algorithms
- preprocessing step
- focus of attention
- feature weighting
- information gain
- classification models
- visual attention
- support vector machine
- feature vectors