A novel self-learning feature selection approach based on feature attributions.
Jianting ChenShuhan YuanDongdong LvYang XiangPublished in: Expert Syst. Appl. (2021)
Keyphrases
- feature selection
- feature set
- irrelevant features
- discriminative features
- feature subset
- preprocessing step
- redundant features
- mutual information
- selecting features
- input features
- feature vectors
- machine learning
- feature space
- image features
- support vector
- feature relevance
- supervised feature selection
- feature weighting
- selected features
- text categorization
- feature selection algorithms
- multi task
- selection criterion
- gene expression data
- feature ranking
- feature weights
- feature extraction
- pointwise mutual information
- fuzzy neural network
- information gain
- classification accuracy
- training data
- forward selection
- computer vision