A novel hybrid feature selection method considering feature interaction in neighborhood rough set.
Jihong WanHongmei ChenZhong YuanTianrui LiXiaoling YangBinbin SangPublished in: Knowl. Based Syst. (2021)
Keyphrases
- rough sets
- feature selection
- decision rules
- feature set
- information entropy
- set pair analysis
- classification accuracy
- rough set theory
- tool for data mining
- text classification
- attribute set
- rule extraction
- support vector machine
- data analysis
- neural network
- feature subset
- information loss
- knowledge discovery
- feature reduction
- pattern recognition
- genetic algorithm