Suppression list is the list of email addresses that you wish to exclude from your mailing. 

In simple words, let suppose you have uploaded a list of 1000 subscriber and you are sending an email to them but if you want to exclude 100 subscribers from the list, then you can create a suppression list instead of selecting each one to exclude.