If you want to completely delete your quiz altogether first click on the quiz in your Quizzes List and then click the ' Delete' button.If you have previously shared, linked to or embedded your quiz it is recommended that you Stop your quiz instead of deleting it.
Here is a guide to Deleting your Quiz:
https://www.quiz-maker.com/Quiz-Help/Delete-Quiz