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Of course if an algorithm uses recent results to retrospectively select who wins those recent games, it will be better than most if not all other approaches given it has the benefit of hindsight.

The test is to use the algorithm to select the winners for each upcoming round - maybe the OP can use this thread to share on a week by week basis?