Industrial applications of software defect prediction using machine learning: A business-driven systematic literature review.
Szymon StradowskiLech MadeyskiPublished in: Inf. Softw. Technol. (2023)
Keyphrases
- industrial applications
- literature review
- software defect prediction
- machine learning
- current issues
- feature ranking
- case study
- data mining
- ensemble learning
- class imbalance
- business models
- imbalanced data
- machine learning methods
- sample selection bias
- business processes
- feature selection
- learning tasks
- machine learning algorithms
- supervised learning
- support vector machine
- inductive learning
- data analysis
- text classification
- competitive advantage
- computational intelligence
- active learning