GenSample: A Genetic Algorithm for Oversampling in Imbalanced Datasets.
Vishwa KariaWenhao ZhangArash NaeimRamin RamezaniPublished in: CoRR (2019)
Keyphrases
- imbalanced datasets
- class imbalance
- genetic algorithm
- minority class
- class distribution
- cost sensitive learning
- sampling methods
- majority class
- learning from imbalanced data
- active learning
- imbalanced data
- cost sensitive
- fitness function
- ensemble methods
- decision trees
- training dataset
- genetic algorithm ga
- misclassification costs
- support vector machine
- feature selection algorithms
- training data
- classification error
- multi class
- evolutionary algorithm
- neural network