Barron was rushed to a local hospital where he was pronounced dead.
The name of the suspect is not being released because of his age. Witnesses say he calmly walked away after the shooting and disappeared into a residential area.
Homicide and gang detectives took the teen into custody. School police helped in the investigation.
The suspect is not believed to be a gang member. Police say he is a known tagger and acted alone.