From The Collaborative International Dictionary of English v.0.48:
Madia \Ma"di*a\, n. [NL., fr. Sp. madi, fr. Chilian madi, the native name.] (Bot.) A genus of composite plants, of which one species (Madia sativa) is cultivated for the oil yielded from its seeds by pressure. This oil is sometimes used instead of olive oil for the table.
Syn: melosa, Chile tarweed, madia oil plant, Madia sativa. [1913 Webster]