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False positives in homology

I am wondering in case if there is a false positive in my homologs. How can we overcome the problem of false positives in homology?

homology sequence

This question needs far more detail in order to be answerable.

For starters: how is this list of homologues produced? In what sense are you considering something a false positive?

Homologs are defined as pairs of sequences related to each other by common evolutionary decent from a common ancestor. Because the definition requires knowledge about the deep past that is impossible to ever have, it is philosophically impossible to know whether two sequences are genuinely homologs.

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