Hm, I have the opposite experience. Being able to ignore invalid data every once in a while trumps having a hundred hours of computation cut short by an unexpected exception bringing the whole thing down.
Edited to add: That said, I'd rather that 100 hours of computation be cut short than take longer and be equally useless...