Optimization of SMOTE for imbalanced data based on AdaRBFNN and hybrid metaheuristics.
Zicheng WangYanrui SunPublished in: Intell. Data Anal. (2021)
Keyphrases
- imbalanced data
- class distribution
- linear regression
- imbalanced data sets
- support vector machine
- imbalanced datasets
- ensemble methods
- optimization method
- class imbalance
- classification models
- sampling methods
- metaheuristic
- highly skewed
- feature selection
- simulated annealing
- highly imbalanced
- genetic algorithm
- minority class
- svm classifier
- decision trees
- data sets
- training data
- class imbalanced