The Collaborative International Dictionary of English v.0.48:

Bathorse \Bat"horse`\, n. [F. b[^a]t packsaddle (cheval de
   b[^a]t packhorse) + E. horse. See Bastard.]
   A horse which carries an officer's baggage during a campaign.
   [1913 Webster]