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Match each valid purpose of an automated holdout set to the way it is used.
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What is the main role of a black-box validation set in model development?
True or False: The Blackbox dev set is meant for manually checking individual examples.
An evaluation set that is kept out of manual review during development is often called a _____ set.
Which is an appropriate use of a Blackbox dev set?
A black-box development set should be used only for automated evaluation, not for manual inspection.
A validation split example
Match each evaluation-set term to its definition.
Order the steps for splitting a validation pool into a review set and a machine-only set.
How large is a Blackbox dev set often recommended for many tasks?
A blackbox dev set is evaluated only by automatic metrics, not by reviewing individual examples.
A validation set can be used to _____ candidate algorithms before deployment.
Order the steps that explain why an untouched hidden validation set should stay hidden.
Describe what a blackbox dev set is and how it should be used.
Find the mistake in how a team uses its split evaluation set.
Why is this evaluation subset called the black-box set?