Smoke testing for machine learning: simple tests to discover severe bugs.
Steffen HerboldTobias HaarPublished in: Empir. Softw. Eng. (2022)
Keyphrases
- machine learning
- test cases
- support vector machine
- test generation
- decision trees
- test data
- data analysis
- information systems
- artificial intelligence
- machine learning approaches
- knowledge base
- training data
- natural language
- supervised learning
- computational intelligence
- machine learning algorithms
- machine learning methods
- learning tasks
- inductive learning
- test suite
- neural network