Enhancing the generalization of feature construction using genetic programming for imbalanced data with augmented non-overlap degree.
Zhuang LiJingyan QinHaiyan GongXiaotong ZhangYadong WanPublished in: BIBM (2021)
Keyphrases
- feature construction
- imbalanced data
- decision trees
- feature selection
- concept learning
- genetic programming
- linear regression
- data representation
- rule learning
- machine learning
- ensemble methods
- class distribution
- supervised learning
- class imbalance
- sampling methods
- classification models
- data sets
- machine learning algorithms
- ensemble learning
- least squares
- support vector machine