Boundary sampling to boost mutation testing for deep learning models.
Weijun ShenYanhui LiYuanlei HanLin ChenDi WuYuming ZhouBaowen XuPublished in: Inf. Softw. Technol. (2021)
Keyphrases
- learning models
- mutation testing
- test sequences
- learning tasks
- machine learning
- test generation
- learning algorithm
- semi supervised learning
- test suite
- loss function
- machine learning algorithms
- database applications
- classification models
- test cases
- learning problems
- database
- integration testing
- testing process
- finite state machines
- conditional random fields
- higher order
- similarity measure
- decision trees
- reinforcement learning
- data model