Comparative analysis of real bugs in open-source Machine Learning projects - A Registered Report.
Tuan Dung LaiAnj SimmonsScott BarnettJean-Guy SchneiderRajesh VasaPublished in: CoRR (2022)
Keyphrases
- comparative analysis
- open source
- machine learning
- source code
- open source projects
- bug reports
- case study
- software projects
- open source software
- semi quantitative
- real life
- pattern recognition
- natural language processing
- data mining
- learning algorithm
- computer vision
- machine learning algorithms
- software development
- computational intelligence
- data analysis
- active learning
- artificial intelligence
- information extraction
- knowledge acquisition
- software repositories
- learning systems
- statistical methods
- decision trees
- learning problems
- software evolution
- computational biology
- knowledge representation
- reinforcement learning
- inductive logic programming
- text mining
- learning tasks
- software systems
- support vector machine
- software engineering
- computer science
- supervised learning