Adaptive Subspace Optimization Ensemble Method for High-Dimensional Imbalanced Data Classification.
Yuhong XuZhiwen YuC. L. Philip ChenZhulin LiuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2023)
Keyphrases
- ensemble methods
- high dimensional
- imbalanced data classification
- low dimensional
- prediction accuracy
- subspace methods
- dimensionality reduction
- machine learning methods
- benchmark datasets
- random forests
- feature space
- ensemble learning
- high dimensional data
- random forest
- generalization ability
- base classifiers
- decision trees
- high dimensionality
- nearest neighbor
- lower dimensional
- active learning
- feature selection
- training samples
- support vector machine
- base learners
- optimization method
- fitness function