Hierarchical Ensemble Based Imbalance Classification.
Jie XieMingying ZhuKai HuPublished in: ICCS (1) (2022)
Keyphrases
- hierarchical classification
- final classification
- classification accuracy
- automatic classification
- classification algorithm
- text classification
- imbalanced data
- classifier ensemble
- pattern recognition
- decision rules
- machine learning
- ensemble classifier
- svm classifier
- imbalanced datasets
- decision boundary
- classification systems
- class imbalance
- concept drifting data streams
- classification models
- classification method
- image classification
- training set
- classification scheme
- pattern classification
- hierarchical structure
- support vector machine svm
- majority voting
- binary classification problems
- feature vectors
- classifier combination
- multiple classifier systems
- feature space
- ensemble classification
- support vector