A novel genetic algorithm approach for simultaneous feature and classifier selection in multi classifier system.
Tien Thanh NguyenAlan Wee-Chung LiewMinh Toan TranXuan Cuong PhamMai Phuong NguyenPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- genetic algorithm
- selection scheme
- selection criterion
- feature set
- input features
- training data
- learning classifier systems
- classifier systems
- selecting features
- improve the recognition accuracy
- crossover and mutation
- selection strategy
- selection algorithm
- fuzzy logic
- model selection
- feature selection
- sequential forward selection
- classification rate
- classification scheme
- support vector
- feature subset
- multi objective
- feature vectors
- decision trees
- classification algorithm
- objective function
- feature selection and classifier
- multiple features
- weak classifiers
- feature values
- artificial neural networks
- simulated annealing
- binary decision tree
- feature extractor
- image features
- feature maps
- training samples
- tabu search
- linear classifiers
- classification method
- feature selection algorithms