why it said the "The left recursion has been removed at the cost of an extra non-terminal symbol(E1) and a little extra complexity"?
That grammar has recursion but not left recursion.  Check the definition of left recursion (e.g., https://en.wikipedia.org/wiki/Left_recursion, or consult your favorite textbook on formal languages).