An Approach to Software Testing of Machine Learning Applications.
Chris MurphyGail E. KaiserMarta AriasPublished in: SEKE (2007)
Keyphrases
- software testing
- machine learning
- test cases
- software development
- quality assurance
- software reliability
- software systems
- software engineering
- fault localization
- regression testing
- test data generation
- control flow
- integration testing
- test generation
- test case generation
- testing process
- white box testing
- black box
- development process
- labor intensive
- test suite
- database
- decision trees
- feature selection
- learning algorithm
- life cycle
- reinforcement learning
- model based testing
- data mining
- test data
- open source
- support vector machine
- query language
- artificial intelligence
- program slicing