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

1. Which ONE of the following tests is LEAST likely to be performed during the ML model testing phase?
SELECT ONE OPTION

A) Testing the API of the service powered by the ML model.
B) Testing the speed of the prediction by the model.
C) Testing the accuracy of the classification model.
D) Testing the speed of the training of the model.

2. Upon testing a model used to detect rotten tomatoes, the following data was observed by the test engineer, based on certain number of tomato images.

For this confusion matrix which combinations of values of accuracy, recall, and specificity respectively is CORRECT?
SELECT ONE OPTION

A) 1,0.9, 0.8
B) 0.87.0.9. 0.84
C) 0.84.1,0.9
D) 1,0.87,0.84

3. Which ONE of the following types of coverage SHOULD be used if test cases need to cause each neuron to achieve both positive and negative activation values?
SELECT ONE OPTION

A) Threshold coverage
B) Value coverage
C) Neuron coverage
D) Sign change coverage

4. "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 specificity number of classes
D) Maximize accuracy and recall

Solutions: