A cake containing dried fruits and, optionally, nuts, citrus peel and spice. / (colloquial, derogatory) A crazy or eccentric person. / (US, slang, colloquial, derogatory, dated) A homosexual male.

plural of fruitcake

(simile, colloquial) Behaving in an eccentric, foolish, or kooky manner; very nutty.