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Precision/Recall Tradeoff [BCG Gamma Machine Learning Interview Question]


Describe precision and recall and give their formulas. What is their importance and what is the nature of the tradeoff between the two?

This is the same question as problem #3 in the Machine Learning Chapter of Ace the Data Science Interview!