Aaron Harrison was killed in August of 2007.
Police say he was shot after he turned and pointed a gun at officers as he ran from them.
Harrison's mother filed a lawsuit that claimed according to witnesses, the teenager did not have a weapon.
A spokesperson says the city is disappointed with the decision and may file an appeal.