To break up a camp; to move away from a camping ground, usually by night or secretly.

leave a camp; "The hikers decamped before dawn"

Hence, to depart suddenly; to run away; -- generally used disparagingly.

leave suddenly; "She persuaded him to decamp"; "skip town"

run away; usually includes taking something or somebody along