imo you will go faster with better tires than lighter wheels. BUT you will also hide important newbie flaws. so i'm generally against getting super sticky tires at first. i say save for a really nice set up, and learn how to drive first.
but if you must spend money now, go for the tires on the stock wheels, it will make a bigger difference at this stage of your new hobby.