Boosting multi-objective just-in-time software defect prediction by fusing expert metrics and semantic metrics.
Xiang ChenHongling XiaWenlong PeiChao NiKe LiuPublished in: J. Syst. Softw. (2023)
Keyphrases
- software defect prediction
- ensemble learning
- multi objective
- imbalanced data
- feature ranking
- feature selection
- class imbalance
- optimization algorithm
- generalization ability
- sample selection bias
- learning algorithm
- text classification
- machine learning
- linear regression
- evolutionary algorithm
- feature vectors
- objective function
- training data