Collaborative filtering based recommendation of sampling methods for software defect prediction.
Zhongbin SunJingqi ZhangHeli SunXiaoyan ZhuPublished in: Appl. Soft Comput. (2020)
Keyphrases
- software defect prediction
- collaborative filtering
- sampling methods
- imbalanced data
- class imbalance
- recommender systems
- random sampling
- class distribution
- active learning
- cost sensitive learning
- cost sensitive
- concept drift
- sampling algorithm
- high dimensionality
- minority class
- prior knowledge
- original data
- ensemble learning
- data sets