Metamorphic Testing For Machine Learning: Applicability, Challenges, and Research Opportunities.
Faqeer ur RehmanMadhusudan SrinivasanPublished in: AITest (2023)
Keyphrases
- machine learning
- real world
- lessons learned
- machine learning algorithms
- computer vision
- information extraction
- open issues
- text classification
- data mining
- learning algorithm
- pattern recognition
- machine learning methods
- knowledge acquisition
- artificial intelligence
- information systems
- visual analytics
- computational intelligence
- technical challenges
- knowledge discovery
- explanation based learning
- learning systems
- test cases
- background knowledge
- decision trees
- key issues
- data sets
- statistical learning
- inductive learning
- expert systems
- information technology
- support vector machine
- text mining
- natural language processing