The ensemble of density-sensitive SVDD classifier based on maximum soft margin for imbalanced datasets.
Xinmin TaoWei ChenXiangke LiXiaohan ZhangYetong LiJie GuoPublished in: Knowl. Based Syst. (2021)
Keyphrases
- imbalanced data
- ensemble methods
- class imbalance
- outlier detection
- ensemble learning
- class distribution
- support vector machine
- random forests
- neural network
- training data
- decision trees
- prediction accuracy
- training set
- boosting algorithms
- learning algorithm
- training dataset
- generalization ability
- base classifiers
- knn
- support vector