Studying the Practices of Testing Machine Learning Software in the Wild.
Moses OpenjaFoutse KhomhArmstrong FoundjemZhen Ming JiangMouna AbidiAhmed E. HassanPublished in: CoRR (2023)
Keyphrases
- machine learning
- software testing
- test cases
- software development
- software engineering practices
- software systems
- case study
- test case generation
- software engineering
- machine learning methods
- artificial intelligence
- testing process
- regression testing
- learning systems
- learning algorithm
- software design
- inductive learning
- computer vision
- development lifecycle
- test data generation
- software architecture
- decision trees
- quality assurance
- extreme programming
- learning tasks
- software process
- integration testing
- software quality
- data mining
- software projects
- development process
- machine learning algorithms
- knowledge acquisition
- text classification
- e learning
- source code
- text mining
- information extraction
- knowledge discovery
- computer science