ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets.
Xiayu LiangYing GaoShanrong XuPublished in: CoRR (2022)
Keyphrases
- imbalanced datasets
- ensemble learning
- ensemble methods
- imbalanced data
- minority class
- prediction accuracy
- generalization ability
- benchmark datasets
- base classifiers
- decision trees
- class distribution
- concept drift
- class imbalance
- machine learning methods
- random forest
- ensemble classifier
- cost sensitive learning
- base learners
- neural network
- feature subset
- classification algorithm
- error rate
- sampling methods
- multi class
- artificial neural networks