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A fuzzy AND of sensitivity and specificity. Another option is to take the minimum (part of the Zadeh operators).

https://en.wikipedia.org/wiki/Fuzzy_logic



The point isn’t that you can’t create a single number that can represent the effectiveness, just that you can’t get a single number that the public will understand. People have enough trouble with simple percentages.




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