Feature selection in threes: Neighborhood relevancy, redundancy, and granularity interactivity.
Keyu LiuTianrui LiXibei YangHengrong JuXin YangDun LiuPublished in: Appl. Soft Comput. (2023)
Keyphrases
- feature selection
- information gain
- feature set
- mutual information
- feature extraction
- text categorization
- e learning
- feature space
- classification accuracy
- feature subset
- microarray data
- redundancy reduction
- minimum redundancy
- fine granularity
- text classification
- multi class
- machine learning
- dimensionality reduction
- classification models
- feature selection algorithms
- selected features
- discriminative features
- bayes classifier
- neighborhood information
- data mining
- support vector
- informative features
- face recognition
- feature selection and classification
- forward selection