The Collaborative International Dictionary of English v.0.48:

Yachtsman \Yachts"man\ (y[o^]ts"man), n.; pl. Yachtsmen
   (y[o^]ts"men).
   One who owns or sails a yacht; a yachter.
   [1913 Webster]