Ensemble of Classifiers Based on Multiobjective Genetic Sampling for Imbalanced Data.
Everlandio R. Q. FernandesAndré C. P. L. F. de CarvalhoXin YaoPublished in: IEEE Trans. Knowl. Data Eng. (2020)
Keyphrases
- imbalanced data
- multi objective
- genetic algorithm
- ensemble classifier
- sampling methods
- ensemble methods
- imbalanced data sets
- majority class
- evolutionary algorithm
- minority class
- classification models
- class distribution
- random forest
- imbalanced datasets
- feature selection
- support vector machine
- linear regression
- svm classifier
- ensemble learning
- decision trees
- class imbalance
- objective function
- base classifiers
- random sampling
- feature space
- training data
- genetic algorithm ga