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Put the model-selection process with one metric in order.
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What is the main advantage of using one evaluation score while developing models?
A single score can help a team rank many models quickly.
Single-number metrics for model selection
Match each development choice to its role in testing model ideas.
Put the model-selection process with one metric in order.
Why a single evaluation score speeds model development
Use one primary score to compare many candidate models.
What two kinds of guidance does a single-number score provide?
What evaluation strategy best helps you choose quickly among many model candidates?
A single evaluation score can help a team choose among competing models and point the team toward the next improvement.