"5. A costume worn by women when riding on horseback; a riding-habit. This, until a recent date (perhaps 1870), had a very long full skirt of cloth which it was customary to pin or otherwise fasten below the feet of the wearer when mounted. The habit used at present is much shorter, and close-fitting. The edge or hem of the skirt is sometimes loaded."
--from the Century Dictionary definition for habit