My question stems from the following question: How many non-isomorphic binary structures on the set of $n$ elements?
It goes on to say that for the $16$ possible binary structures on the set $\{a,b\}$ the number of non-isomorphic structures is $10$. It is also suggested here on a physics forum: https://www.physicsforums.com/threads/algebra-number-of-nonisomorphic-binary-structures.451977/
However, when I try the problem myself, I cannot see why this is the case. I have drawn out the $16$ possible tables and flip $a$ and $b$ in each to see that there are $8$ pairs. I have been trying to figure out the various hints and clues in the two links provided but the more and more I try thinking about them the more and more I want to keep saying my answer is correct and theirs are wrong, but I know that cannot be the case. The first link talks about the number of "invariant" structures but I do not know what that means.
This question also appears in Fraleigh's A First Course In Abstract Algebra.
There are $16$ possible binary structures on the set $\{a, b\}$ of two elements. How many nonisomorphic (that is, structurally different) structures are there among these $16$?
Why is the answer to this $10$ and not $8$? I don't see how flipping $a$ and $b$ could ever result in a different structure, so how can we have more than $8$?
Any help would be greatly appreciated.