Question 1

It is possible to use an AI-assisted test automation tool to recognize objects through image processing, rather than using references to their location.

To which type of AI software engineering technology is this example MOST likely referring?

Options :

A : Probabilistic Software Engineering

B : Clustering

C : Search-based Software Engineering

D : Classification, Learning and Prediction

Answer: D

Question 2

“An ML technique in which the data points are viewed as vectors in multi-dimensional space separated by a hyperplane”

Options :

A : Search algorithm

B : Support vector machine (SVM)

C : Sample bias

D : silhouette coefficient

Answer: B

Question 3

When is the MOST appropriate to use F-1 Score as ML functional performance criteria?

Options :

A : When the classifier deals with situations where a very large percentage of cases are positive

B : When there is an imbalance in the expected classes

C : When the datasets are symmetric

D : When the cost of false positives is high and confidence in positive outcomes needs to be high

Answer: B

Question 4

Which of the following characteristics of AI-based systems make it more difficult to ensure they are safe?

Options :

A : Simplicity

B : Sustainability

C : Non-determinism

D : Robustness

Answer: C

Question 5

“The process of testing hyperparameters to achieve optimum performance”

Options :

A : ML Model Training

B : Logistic regression

C : ML Model Tuning

D : ML Model Evaluation

Answer: C

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