It happened around 9:30 p.m. Sunday in the area of Belmont Avenue and Belmont Mansion Drive.
Police say they found a few shell casings at the scene, as well as the suspected shooter's clothing, ID and cell phone.
Police believe the shooter may have fled into the woods.
He was arrested on Monday, authorities tell Action News.