Feature selection by integrating two groups of feature evaluation criteria.
Wanfu GaoLiang HuPing ZhangFeng WangPublished in: Expert Syst. Appl. (2018)
Keyphrases
- evaluation criteria
- feature selection
- feature set
- irrelevant features
- redundant features
- evaluation process
- feature subset
- feature ranking
- discriminative features
- text categorization
- supervised feature selection
- input features
- selecting features
- feature selection algorithms
- evaluation methods
- image features
- ranking functions
- text classification
- machine learning
- feature vectors
- feature space
- objective measures
- pointwise mutual information
- mutual information
- fuzzy rules
- training data
- feature extraction
- high dimensionality
- feature relevance