ASE: Anomaly scoring based ensemble learning for highly imbalanced datasets.
Xiayu LiangYing GaoShanrong XuPublished in: Expert Syst. Appl. (2024)
Keyphrases
- ensemble learning
- highly imbalanced
- imbalanced data
- generalization ability
- ensemble methods
- ensemble classifier
- class distribution
- data sets
- random forest
- benchmark datasets
- unlabeled data
- base classifiers
- feature selection
- support vector
- pattern recognition
- concept drift
- machine learning methods
- prediction accuracy
- random forests
- text classification
- decision trees
- data streams