On the role of data balancing for machine learning-based code smell detection.
Fabiano PecorelliDario Di NucciCoen De RooverAndrea De LuciaPublished in: MaLTeSQuE@ESEC/SIGSOFT FSE (2019)
Keyphrases
- machine learning
- data analysis
- data sources
- data sets
- experimental data
- machine learning algorithms
- input data
- raw data
- spatial data
- image data
- data collection
- data structure
- missing data
- detection method
- high quality
- small number
- computer systems
- decision trees
- sensor data
- reinforcement learning
- database
- computer science
- original data
- data quality