Embedding Undersampling Rotation Forest for Imbalanced Problem.
Huaping GuoXiaoyu DiaoHongbing LiuPublished in: Comput. Intell. Neurosci. (2018)
Keyphrases
- class imbalance
- rotation forest
- ensemble methods
- random forest
- class distribution
- base classifiers
- ensemble classifier
- concept drift
- decision trees
- prediction accuracy
- cost sensitive
- subspace methods
- active learning
- benchmark datasets
- minority class
- ensemble learning
- high dimensionality
- data streams
- multi class
- machine learning methods
- principal component analysis