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JGWeissman comments on Bayesian Collaborative Filtering - Less Wrong
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One feature of this method, which clustering does not have, is that if person S consistently Disagrees on issues that person T Mostly Disagrees on, then when person T Mostly Disagrees on an issue, it is evidence that person S will Disagree on that same issue.