According to a friend of mine who sings this song, there was a kind of sailboat, sloop rigged I think, which plied the waters of San Francisco Bay, called a hog's-eye. Apparently the men who sailed them were represented in song as dashing charmers. We know a variant which repeats "She loves the hog's-eye man" . That's the way I heard it.