ACO Resampling: Enhancing the performance of oversampling methods for class imbalance classification.
Min LiAn XiongLei WangShaobo DengJun YePublished in: Knowl. Based Syst. (2020)
Keyphrases
- class imbalance
- cost sensitive learning
- sampling methods
- classification accuracy
- cost sensitive
- benchmark datasets
- machine learning methods
- class distribution
- training set
- active learning
- high dimensionality
- majority class
- imbalanced datasets
- roc curve
- classification models
- machine learning algorithms
- pattern recognition
- machine learning
- data sets
- feature set
- imbalanced data