Officers believe the man climbed the rear fence of the school.
Police said no one was injured by the man, who fled the scene.
The 44-year-old Newton man was arrested nearby on Playford Road.
He is expected to be charged with numerous offences including trespass and being unlawfully on premises. A decision on bail has not yet been made.
Police said they were working with the Education Department.
