The kid doesn't need to be a muslim to be a terrorist. He had to know that people would suspect terrorism if he blew himself up. Blowing himself up, knowing that people will suspect terrorism kinda make him a terrorist in his own right.
For all we know he could have fully intended to detonate in the crowd as they exited the stadium but got fidgety and POOF.