Also make sure the pads are square on the rim, the easy way to do it is loosen the pads right off, line them up, pull the brake in hard then tighten up the pads making sure they dont move and then they will be level.
I would also add that if you are running a cheap V brale with cheap parts then its not worth doing just get a maggy.