How do I delete photos from iCloud and still have them on my iphone?

I want specific photos to stay in my icloud and I want the rest to stay, but I don't want to lose the photos I delete from my iphone. When I click on the delete button iCloud warns me that those pictures will be deleted from the iphone as well. How to prevent that?