Improving Testing of Deep-learning Systems: A combination of differential and mutation testing results in better test data.
Harsh DeokuliarRaghvinder S. SangwanYouakim BadrSatish Mahadevan SrinivasanPublished in: ACM Queue (2023)
Keyphrases
- learning systems
- test data
- mutation testing
- test cases
- testing process
- test sequences
- test suite
- test generation
- software testing
- test set
- regression testing
- training data
- learning environment
- search based testing
- learning styles
- machine learning
- learning process
- training set
- integration testing
- data sets
- black box
- adaptive systems
- database applications
- statistical machine learning
- database