In a large skillet brown ground beef until no longer pink.
In a medium bowl, combine cabbage, onion, carrot and turnip, then add to ground beef, stirring well to combine. Add beets, giving a quick stir.
Pour into slow cooker. In medium bowl combine water, ketchup, vinegar, sugar, parsley, dill weed, bay leaf, salt and pepper, stirring well until thoroughly combined. Pour over ground beef mixture in slow cooker.
Stir well, cover and cook on high for 4-5 hours or low for 8-10 hours.