WordNet (r) 3.0 (2006):

fruitcake
    n 1: a whimsically eccentric person [syn: crackpot, crank,
         nut, nut case, fruitcake, screwball]
    2: a rich cake containing dried fruit and nuts and citrus peel
       and so on