Test levels and risk-based testing · Question 38 of 60
What is part of component integration testing of an ML system?
3 answers are correct. Medium
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Answer
- A API testing of an AI service when AI is used as a service
- B Checking that the inputs from the data pipeline are received by the model as expected
- C Checking that the predictions are correctly exchanged with other components, such as the user interface
Explanation
Component integration testing checks that the inputs from the data pipeline are received by the model as expected and that the predictions are correctly exchanged with and used by other components. Where AI is provided as a service, API testing of the service is included. The fairness of the training data belongs to input data testing.