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ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:

1. Which ONE of the following options describes a scenario of A/B testing the LEAST?
SELECT ONE OPTION

A) A comparison of the performance of an ML system on two different input datasets.
B) A comparison of two different offers in a recommendation system to decide on the more effective offer for same users.
C) A comparison of two different websites for the same company to observe from a user acceptance perspective.
D) A comparison of the performance of two different ML implementations on the same input data.

2. "Splendid Healthcare" has started developing a cancer detection system based on ML. The type of cancer they plan on detecting has 2% prevalence rate in the population of a particular geography. It is required that the model performs well for both normal and cancer patients.
Which ONE of the following combinations requires MAXIMIZATION?
SELECT ONE OPTION

A) Maximize recall and precision
B) Maximize precision and accuracy
C) Maximize accuracy and recall
D) Maximize specificity number of classes

3. Which ONE of the following options does NOT describe an Al technology related characteristic which differentiates Al test environments from other test environments?
SELECT ONE OPTION

A) Challenges resulting from low accuracy of the models.
B) Challenges in the creation of scenarios of human handover for autonomous systems.
C) The challenge of providing explainability to the decisions made by the system.
D) The challenge of mimicking undefined scenarios generated due to self-learning

4. Which ONE of the following characteristics is the least likely to cause safety related issues for an Al system?
SELECT ONE OPTION

A) Non-determinism
B) Robustness
C) Self-learning
D) High complexity

Solutions: