A genetic-based approach to features selection for ensembles using a hybrid and adaptive fitness function.
Anne M. P. CanutoDiego Silveira Costa NascimentoPublished in: IJCNN (2012)
Keyphrases
- fitness function
- genetic algorithm
- fitness evaluation
- genetic programming
- evolutionary algorithm
- genetic algorithm ga
- crossover and mutation
- evolutionary computation
- selection strategy
- feature vectors
- search space
- feature set
- evolutionary search
- benchmark datasets
- genetic operators
- neural network
- crossover operator
- particle swarm
- constrained optimization problems
- genetic search
- feature extraction
- particle swarm optimisation
- optimization algorithm
- test data generation
- feature selection
- optimal parameter settings