It depends.
If you think that the questions were 'deleted' in error, and this quiz is still in use and these questions should still be around for use in other quizzes, then undeleting them makes sense.
If the quiz in question is old, and the questions in it are only used there, then their value is only in allowing you to review old quiz attempts for archival purposes. In that case it is probably better to leave them as deleted.