How do you strike a balance between being overwhelmed with false positives and the danger of ignoring true incidents?

What kind of user training should be conducted to deal with the issue of noise. How do you strike a balance between being overwhelmed with false positives and the danger of ignoring true incidents?  What effects would false positives have on an organization?  Make sure to cite your sources.

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