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

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

2. Which ONE of the following options is an example that BEST describes a system with Al-based autonomous functions?
SELECT ONE OPTION

A) A fully automated manufacturing plant that uses no software.
B) A system that is fully able to respond to its environment.
C) A system that utilizes a tool like Selenium.
D) A system that utilizes human beings for all important decisions.

3. A company producing consumable goods wants to identify groups of people with similar tastes for the purpose of targeting different products for each group. You have to choose and apply an appropriate ML type for this problem.
Which ONE of the following options represents the BEST possible solution for this above-mentioned task?
SELECT ONE OPTION

A) Clustering
B) Association
C) Regression
D) Classification

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

Solutions: