Construction of fuzzy classification systems by fitness sharing based genetic search and boosting based ensemble.
Jidong LiXuejie ZhangPublished in: Fuzzy Sets Syst. (2024)
Keyphrases
- classification systems
- genetic search
- multiple classifier systems
- ensemble feature selection
- ensemble learning
- ensemble methods
- genetic algorithm
- base classifiers
- weak learners
- ensemble classification
- learning algorithm
- genetic operators
- fuzzy logic
- fuzzy sets
- genetic programming
- multi objective
- evolutionary algorithm
- fitness sharing
- feature selection
- generalization ability
- random forest
- hierarchical text classification
- weak classifiers
- training data
- random forests
- neural network
- decision trees
- base learners
- ensemble classifier
- fuzzy rules
- membership functions
- prediction accuracy
- machine learning
- majority voting
- differential evolution