When FDR instituted the jobs program for laid off prohibition agents that became known as the "NFA" they needed rules to enforce that might effect regular people who could not afford the Ammo for a machine gun, so they went included what were then known as "burglar guns" short barreled shot guns and rifles that were usually kept in the bedroom or car for protection.
The reasoning was they had no "sporting" or military value.