From Wiktionary, the free dictionary
From pot + cake, in reference to the left-over pot scrapings that may be fed to dogs.
potcake (plural potcakes)
- A dog of a mixed breed found on several Caribbean islands, generally with smooth coats, cocked ears, and long faces.