Dataset Diversity for Metamorphic Testing of Machine Learning Software.
Shin NakajimaPublished in: SOFL+MSVL (2018)
Keyphrases
- machine learning
- software testing
- test cases
- quality assurance
- test suite
- test data generation
- software development
- regression testing
- machine learning methods
- source code
- computer systems
- software tools
- test data
- benchmark datasets
- text classification
- natural language processing
- software reliability
- testing process
- pattern recognition
- software design
- software package
- embedded software
- test case generation
- development lifecycle
- artificial intelligence
- learning tasks
- software architecture
- software systems
- knowledge acquisition
- software maintenance
- active learning
- supervised learning
- software development life cycle
- software intensive systems
- computer vision
- search result diversification
- decision trees
- natural language
- software engineering
- hardware design
- test set
- learning systems
- machine learning approaches