Really depends on the person in my opinion. A lot of brown haired/eyed persons would look awful with blonde hair/blue eyes, and vice versa. Just look at Samantha Traynor in Mass Effect 3 - a clear case of a white chick with brown skin.
So I'll just say that I prefer people in their natural colors.