I have been training them to stay in the yard and the fence will just be one more added security feature. There's no guarantee that even this will work 100% of the time, but my main concern is them chasing something like a deer, bunny or squirrel out onto the road and getting hit.
The only way to make it 100% safe would be to put up a real fence, but nothing like that is going up.
-John