Just like human family trees and genealogy, the plants in different family trees exist because the members on each branch have similar characteristics.  Sometimes in genealogy you can truly believe from the evidence you have — that a person belongs in a certain family line, only to find out later they are not related. Historically, the same thing has happened with plant family groupings. New discoveries in plant families are still occurring.