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Is the sentence below correct?

It is calculated as the ratio of real errors comparing to all detected errors.

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It depends on the context. I'd say that you'd typically want to use "compared to" instead of "comparing to", since you're talking about two different sides of a ratio, but it's possible that certain technical contexts you might want to talk about a ratio between comparisons themselves, which is when you'd use "comparing to" for each comparison that you're making a ratio from.

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