Free ISQI CT-AI_v1.0_World Exam Dumps Questions & Answers

Written requirements are given in text documents, which ONE of the following options is the BEST way to generate test cases from these requirements?
SELECT ONE OPTION

• A.  Machine learning on logs of execution
• B.  Analyzing source code for generating test cases
• C.  GUI analysis by computer vision
• D.  Natural language processing on textual requirements

A ML engineer is trying to determine the correctness of the new open-source implementation *X", of a supervised regression algorithm implementation. R-Square is one of the functional performance metrics used to determine the quality of the model.
Which ONE of the following would be an APPROPRIATE strategy to achieve this goal?
SELECT ONE OPTION

• A.  Train various models by changing the order of input features and verify that the R-Square score of these models vary significantly.
• B.  Add 10% of the rows randomly and create another model and compare the R-Square scores of both the model.
• C.  Drop 10% of the rows randomly and create another model and compare the R-Square scores of both the models.
• D.  Compare the R-Square score of the model obtained using two different implementations that utilize two different programming languages while using the same algorithm and the same training and testing data.

Which ONE of the following options is the MOST APPROPRIATE stage of the ML workflow to set model and algorithm hyperparameters?
SELECT ONE OPTION

• A.  Evaluating the model
• B.  Deploying the model
• C.  Data testing
• D.  Tuning the model

Which ONE of the following statements is a CORRECT adversarial example in the context of machine learning systems that are working on image classifiers.
SELECT ONE OPTION

• A.  These attacks can't be prevented by retraining the model with these examples augmented tothe training data.
• B.  Black box attacks based on adversarial examples create an exact duplicate model of the original.
• C.  These attack examples cause a model to predict the correct class with slightly less accuracy even though they look like the original image.
• D.  These examples are model specific and are not likely to cause another model trained on same task to fail.

Which of the following is THE LEAST appropriate tests to be performed for testing a feature related to autonomy?
SELECT ONE OPTION

• A.  Test for human handover requiring mandatory relinquishing control.
• B.  Test for human handover to give rest to the system.
• C.  Test for human handover when it should actually not be relinquishing control.
• D.  Test for human handover after a given time interval.