EBRB cascade classifier for imbalanced data via rule weight updating.
Yang-Geng FuHong-Yun HuangYu GuanYing-Ming WangWenxi LiuWeijie FangPublished in: Knowl. Based Syst. (2021)
Keyphrases
- imbalanced data
- cascade classifier
- face detection
- pedestrian detection
- linear regression
- class imbalance
- ensemble methods
- support vector machine
- class distribution
- random forest
- feature selection
- sampling methods
- classification models
- svm classifier
- active learning
- small number
- high dimensionality
- object detection
- minority class
- cost sensitive
- nearest neighbour
- decision boundary
- detection method
- feature space
- decision trees