Comparing within- and cross-project machine learning algorithms for code smell detection.
Manuel De StefanoFabiano PecorelliFabio PalombaAndrea De LuciaPublished in: MaLTeSQuE@ESEC/SIGSOFT FSE (2021)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- machine learning methods
- learning problems
- predictive accuracy
- decision trees
- machine learning approaches
- random forests
- learning tasks
- machine learning models
- input features
- machine learning systems
- case study
- learning models
- source code
- probabilistic model
- detection algorithm
- transfer learning
- statistical machine learning
- open source java