Designing and Implementing a Data Science Solution on Azure — Question 37

You want to train a classification model using data located in a comma-separated values (CSV) file.
The classification model will be trained via the Automated Machine Learning interface using the Classification task type.
You have been informed that only linear models need to be assessed by the Automated Machine Learning.
Which of the following actions should you take?

Answer options

• A. You should disable deep learning.
• B. You should enable automatic featurization.
• C. You should disable automatic featurization.
• D. You should set the task type to Forecasting.

Correct answer: A

Explanation

The correct answer is A, as disabling deep learning ensures that only linear models are considered, aligning with the requirement. Enabling automatic featurization (B) could introduce non-linear models, while disabling it (C) does not address the deep learning aspect. Setting the task type to Forecasting (D) is incorrect, as the focus is on a Classification task.