"The Runaway Train" is the title (only) of a "fiddle tune" in a list published in Kentucky in 1915.

Other "fiddle tunes" in the same list include "After the Ball," Frankie," "Wild and Reckless Hobo," and "Red Wing," so the phrase shouldn't be taken too literally.