Genetic algorithms as a pre processing strategy for imbalanced datasets.
Marcelo BeckmannBeatriz Souza Leite Pires de LimaNelson F. F. EbeckenPublished in: GECCO (Companion) (2011)
Keyphrases
- imbalanced datasets
- preprocessing
- genetic algorithm
- learning from imbalanced data
- cost sensitive learning
- class imbalance
- neural network
- ensemble methods
- training dataset
- sampling methods
- feature extraction
- imbalanced data
- simulated annealing
- fitness function
- optimization method
- class distribution
- decision trees
- artificial neural networks
- text classification
- genetic algorithm ga
- data distribution