It happened around 3:00 p.m. at the nursery school inside St. John's Methodist Church at 149 Ganttown Road.
A Mother's Day celebration was going on when the collapse happened.
Two people were taken to the hospital for treatment of minor injuries.
However, medics were called to the scene.