Investigators rushed to the crash scene near Rolling Oaks Mall on Tuesday afternoon.
The plane skid for some distance after it went down, but there is still no word what caused the crash.
Neither pilot was injured in the incident, according to authorities.
Randolph Air Force Base is located about 9 miles southeast of the crash scene.