Feature selection based on multi-perspective entropy of mixing uncertainty measure in variable-granularity rough set.
Jiucheng XuChangshun ZhouShihui XuLei ZhangZiqin HanPublished in: Appl. Intell. (2024)
Keyphrases
- rough sets
- multi perspective
- feature selection
- information entropy
- rough set theory
- fuzzy measures
- feature reduction
- attribute set
- decision rules
- attribute reduction
- d scene
- fuzzy sets
- pattern recognition
- rule extraction
- attribute reduction algorithm
- granular computing
- rough sets theory
- information gain
- data mining
- text categorization
- probability measure
- decision table
- rough set model
- data analysis
- machine learning
- artificial intelligence
- approximation spaces
- set pair analysis
- tool for data mining
- feature set
- feature extraction
- three dimensional
- concept lattice
- feature subset
- text classification
- classification accuracy
- high quality