Use of Ensemble Based on GA for Imbalance Problem.
Laura CleofasRosa Maria ValdovinosVicente GarcíaRoberto AlejoPublished in: ISNN (2) (2009)
Keyphrases
- genetic algorithm ga
- genetic algorithm
- imbalanced data
- neural network
- ensemble learning
- ensemble methods
- hybrid genetic algorithm
- fitness function
- random forest
- random forests
- hybrid algorithm
- multi objective
- simulated annealing
- imbalanced datasets
- base classifiers
- class imbalance
- training data
- parameter set
- feature selection
- genetic operators
- training set
- artificial neural networks
- hybrid particle swarm optimization
- particle swarm optimization
- ensemble members
- fitness landscape
- hybrid pso
- pruning algorithm
- multiple classifiers
- ensemble classifier
- evolutionary algorithm
- machine learning