1st thing i would look at is how the affiliate is marketing you . they may be marketing you incorrectly and simply talking to them may fix the situation rather than loosing someone who is obviously sending you traffic.

then if it turns out they are deliberately mis marketing you , crop em fast before it becomes a bigger problem affecting your credit scaring with the processor