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Nazareth College of Rochester Difference Between Precision & Recall Discussion

 

I’m trying to study for my Machine Learning course and I need some help to understand this question.

difference between precision and recall in evaluating NLP systems. In which scenarios is precision more important than recall and vice – versa?