What does "elope" mean?

Elope: To run away, or escape privately, from the place or station to which one is bound by duty; -- said especially of a woman or a man, either married or unmarried, who runs away with a paramour or a sweetheart. Great numbers of them [the women] have eloped from their allegiance. Addison.