Answer-first summary for fast verification
Answer: Yes
The solution meets the goal because Sobol sampling is a type of random sampling supported by Azure Machine Learning sweep jobs. According to Microsoft documentation and the community discussion, random sampling (which includes Sobol) supports both continuous hyperparameters and early termination of low-performance jobs. The community discussion with 100% consensus on answer A and reference to official Microsoft documentation confirms that Sobol sampling satisfies both requirements: handling continuous hyperparameters and allowing early termination policies to stop underperforming runs.
Author: LeetQuiz Editorial Team
Ultimate access to all questions.
You are using an Azure Machine Learning workspace to tune model hyperparameters with a sweep job. You need to select a sampling method that supports both early termination for low-performance jobs and continuous hyperparameters.
You propose the following solution: Use the Sobol sampling method over the hyperparameter space.
Does this solution meet the goal?
A
Yes
B
No
No comments yet.