The Collaborative International Dictionary of English v.0.48:

Horsiness \Hors"i*ness\, n.
   1. The condition or quality of being a horse; that which
      pertains to a horse. --Tennyson.
      [1913 Webster]

   2. Fondness for, or interest in, horses.
      [1913 Webster]