Tutorial on Software Testing & Quality Assurance for Machine Learning Applications from research bench to real world.
Sandya MannarswamyShourya RoySaravanan ChidambaramPublished in: COMAD/CODS (2020)
Keyphrases
- quality assurance
- software testing
- machine learning
- real world
- test cases
- software development
- white box testing
- software reliability
- software engineering
- data mining
- software systems
- test case generation
- quality control
- integration testing
- test data generation
- regression testing
- test generation
- test suite
- learning algorithm
- labor intensive
- data sets
- metadata creation
- formal specification
- case study
- artificial intelligence
- test data
- code coverage
- reinforcement learning
- black box
- testing process
- petri net
- unit testing
- high quality