A Feature Subset Evaluation Method Based on Multi-objective Optimization.
Mengmeng LiZhigang ShangCaitong YuePublished in: SEAL (2017)
Keyphrases
- evaluation method
- multi objective optimization
- feature subset
- feature subset selection
- multi objective
- feature selection
- evolutionary algorithm
- classification accuracy
- evaluation methods
- selection algorithm
- genetic algorithm ga
- evaluation model
- feature space
- feature set
- selected features
- differential evolution
- pareto optimal
- feature selection algorithms
- genetic algorithm
- nsga ii
- multi objective optimization problems
- multiple objectives
- bi objective
- credit risk
- optimization method
- particle swarm optimization
- feature ranking
- fuzzy comprehensive evaluation
- theoretical analysis
- pareto optimal set
- training data
- support vector
- optimization problems
- multi objective genetic algorithm
- multi objective genetic algorithms
- fuzzy comprehensive evaluation method