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How would you differentiate between precision and recall in the field of data analysis? Can you think of any scenarios where one of these metrics may be more relevant than the other?

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Data Analyst
Marketer
General
ML Knowledge

Include the mathematical definitions, then provide concrete examples where false positives or false negatives have different business impacts.

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