I would concur with that. The unit should shut off completely when you turn the control off. That WOULD explain the frozen pipe to the compressor also. New seals wouldn't hurt if it they are cracked, torn or just won't seal any longer though too.

You say the cabinet did get cold though correct... ?
and ice beginning to form on the shelves