An Approach for Selective Ensemble Feature Selection Based on Rough Set Theory.
Yong YangGuoyin WangKun HePublished in: RSKT (2007)
Keyphrases
- rough set theory
- ensemble feature selection
- rough sets
- ensemble learning
- genetic search
- ensemble methods
- attribute reduction
- decision rules
- gene selection
- decision table
- feature subset
- data analysis
- tool for data mining
- information entropy
- knowledge discovery
- multi objective
- evolutionary algorithm
- discernibility matrix
- equivalence relation
- concept lattice
- expert systems
- machine learning
- attribute set
- training data
- genetic algorithm
- databases
- benchmark datasets
- clustering algorithm
- pattern recognition
- feature selection algorithms
- generalization ability