An incremental feature selection approach for dynamic feature variation.
Feng WangXinhao WangWei WeiJiye LiangPublished in: Neurocomputing (2024)
Keyphrases
- feature selection
- feature set
- irrelevant features
- redundant features
- supervised feature selection
- feature subset
- input features
- data driven
- selecting features
- support vector
- image features
- machine learning
- preprocessing step
- information gain
- high dimensionality
- text classification
- mutual information
- feature space
- microarray data
- incremental learning
- text categorization
- small sample
- feature extraction
- individual features
- decision trees
- discriminatory power
- feature vectors