How do we know whether or not our filter is truly fair, Other Subject

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How do we know whether or not our filter is truly fair

Problem

We devised a filter that optimizes a situation leading to a certain pass/fail outcome. How do we know whether or not our filter is truly fair or not? What metrics should be used in considering "fairness" in the filter?

The response must include a reference list. Using Times New Roman 12 pnt font, double-space, one-inch margins, and APA style of writing and citations.

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