A new feature selection method based on feature distinguishing ability and network influence.
Yanpeng QiBenzhe SuXiaohui LinHuiwei ZhouPublished in: J. Biomed. Informatics (2022)
Keyphrases
- feature selection
- feature set
- dynamic programming
- irrelevant features
- machine learning
- detection method
- high accuracy
- significant improvement
- computational complexity
- support vector
- computational cost
- discriminative features
- data sets
- similarity measure
- mutual information
- text classification
- classification method
- feature subset
- complex networks
- method for feature selection
- cross validation
- support vector machine svm
- peer to peer
- edge detection
- classification accuracy
- cost function
- objective function