Having personally gone through theism and agnosticism, I fully understand why people would want to call themselves agnostic atheists. It has a (slightly) better connotation to it than atheism, it sounds more open-minded, and it appears to be more scientific. But the truth is that claiming agnosticism gives credence to the idea of theism, and that is the polar opposite of what a true atheist believes.