The Impact of Feature Selection on Defect Prediction Performance: An Empirical Comparison.
Zhou XuJin LiuZijiang YangGege AnXiangyang JiaPublished in: ISSRE (2016)
Keyphrases
- feature selection
- defect prediction
- mutual information
- text categorization
- feature extraction
- machine learning
- information gain
- support vector
- knn
- discriminative features
- text classification
- software repositories
- feature ranking
- selected features
- multi task
- high dimensionality
- feature set
- classification accuracy
- information systems