A clustering-based feature selection via feature separability.
Shengyi JiangLianxi WangPublished in: J. Intell. Fuzzy Syst. (2016)
Keyphrases
- feature selection
- feature set
- feature subset
- redundant features
- discriminative features
- irrelevant features
- dimensionality reduction
- feature ranking
- class separability
- selecting features
- input features
- multi class
- feature vectors
- high dimensionality
- feature importance
- text categorization
- microarray data
- feature weights
- method for feature selection
- small sample
- machine learning
- supervised feature selection
- feature selection algorithms
- preprocessing step
- mutual information
- support vector
- feature extraction
- classification models
- unsupervised learning
- discriminatory power
- image features
- feature space