Simplification of Training Data for Cross-Project Defect Prediction.
Peng HeBing LiDeguang ZhangYutao MaPublished in: CoRR (2014)
Keyphrases
- training data
- defect prediction
- software projects
- training process
- decision trees
- data sets
- multiresolution
- supervised learning
- project management
- classification accuracy
- learning algorithm
- training set
- prior knowledge
- software development
- test set
- case study
- software repositories
- building blocks
- software systems
- noisy data
- black box
- preprocessing
- databases