How do companies deal with unqualified leads?

How do companies deal with unqualified leads?

Unless I'm missing something, the only options I have for negative leads that come into my pipeline is to:
  1. Delete them - this is not helpful if you want to track all data
  2. Mark as Closed - Lost - this would then make the closed lost section a mixture of failed sales and unqualified leads