The outcome of his intentions was to sexually assault or rape the girl...
the fact that it was not committed makes it attempted rape.
He followed her to her room, groped her and tried to force her into the room. He only stopped because she screamed. You don't have to be successful in a crime to be charged with attempting it.
Also, @thesetat2013, how would coercing a minor into sexual acts be different to rape anyway?