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CERTIFIED-MACHINE-LEARNING-PROFESSIONAL · Question #38

A data scientist is using MLflow to track their machine learning experiment. As a part of each MLflow run, they are performing hyperparameter tuning. The data scientist would like to have one parent r

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Question

A data scientist is using MLflow to track their machine learning experiment. As a part of each MLflow run, they are performing hyperparameter tuning. The data scientist would like to have one parent run for the tuning process with a child run for each unique combination of hyperparameter values. They are using the following code block:

The code block is not nesting the runs in MLflow as they expected. Which of the following changes does the data scientist need to make to the above code block so that it successfully nests the child runs under the parent run in MLflow?

Exhibit

CERTIFIED-MACHINE-LEARNING-PROFESSIONAL question #38 exhibit

Options

  • AIndent the child run blocks within the parent run block
  • BAdd the nested=True argument to the parent run
  • CRemove the nested=True argument from the child runs
  • DProvide the same name to the run name parameter for all three run blocks
  • EAdd the nested=True argument to the parent run and remove the nested=True arguments from

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