Using Genetic Algorithm to Improve Classification Accuracy on Imbalanced Data.
Jair CervantesXiaoou LiWen YuPublished in: SMC (2013)
Keyphrases
- imbalanced data
- genetic algorithm
- linear regression
- learning from imbalanced data
- class distribution
- ensemble methods
- support vector machine
- sampling methods
- class imbalance
- random forest
- simulated annealing
- neural network
- optimization method
- fitness function
- classification models
- evolutionary algorithm
- decision trees
- svm classifier
- decision boundary
- minority class
- feature selection
- imbalanced datasets
- least squares
- genetic algorithm ga
- kernel function
- ensemble classifier