The fact is that all of the above, President Bush, VP Cheney, Rice and Rumsfeld all agree that al Qaeda and Iraq forged an alliance.
You are confusing that with their statements that they do not have evidence that Saddam helped plan the 9/11 attacks.
President Bush and VP Cheney both stated this very week that the relationship was there.