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Tournament formats and Rating systems

Discussion in 'Pokémetrics' started by Dragontamer, Sep 17, 2007.

  1. Dragontamer

    Dragontamer

    Joined:
    Jun 9, 2007
    Messages:
    2,068
    From a derivation point of view, it looks like Microsoft uses the normal distribution, while Glicko uses the "extreme" distribution. Practically speaking, there is no difference here (and given the fact that the "true skill" link is a non-technical paper, it may infact have been derived from an extreme distribution, but they're not telling us).

    According to Glickman, the extreme distribution is just easier to derive all of these formulas, while in practice it doesn't make a difference.

    Now, the interesting thing is that in the Glicko paper's I've read, part of the calculations is an "expectation" calculation... a function that calculates the probability that player A wins a match (A vs B). It is absent from that paper, but again, that appears to be non-technical. It just gives the formulas for "TrueSkill".

    As for this vs Glicko2...

    TrueSkill:


    On the other hand, Glicko2 realizes that you've been winning too many games in a row and will make it a little faster.



    Finally, the last difference is trivial. Glicko/Glicko2's default scale is 1500 == average player, 350 == starting uncertainty. In all the examples of TrueSkill, it seems like the default scale is ~30 for the score, and the default uncertainty is ~8.
  2. COalex

    COalex

    Joined:
    Jan 3, 2007
    Messages:
    956
    Apparently Shoddy uses a Glicko2-based rating system now.
  3. Cathy

    Cathy

    Joined:
    Jul 11, 2007
    Messages:
    1,061
    It's true. I was intrigued after reading about Glicko2 and decided to implement it. There is a page about the ladder system here.

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