What is the different between the different feeds that Bloglines offer when you subscribe to a blog?

I have noticed that when I subscribe to a blog with Bloglines, it takes me to a list of different "feeds" to choose which one to subscribe to. They have different names: atom, rss2, feedburner.
Which difference would it make to subscribe to one or another?
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