My sentence (roughly—it's in a scientific document and i have simplified somewhat):
It is more relevant to calculate A relative to B: although C filters the observation, B describes the true information content.
Do you think I should replace the colon with a semicolon? I used a colon because the latter part of the sentence is an explanation of the first clause. Someone has suggested a semicolon instead.