MRG implement "switch_to" for NSlackSSVM, add tests

This adds switching to better inference when no more constraints can be found to NSlackSSVM.
Also, I added a new test for NSlackSSVM and also for OneSlackSSVM (where the switch_to was only tested in conjuction with the LatentSSVM).