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Wei_Dai comments on Frequentist Magic vs. Bayesian Magic - Less Wrong
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A lot, but it is not (particularly) quantifiable. Allowing H to be an unknown constant rather than 0.5 allows for many more possible algorithms, but it is only an iterative step towards 'allow any algorithm'. That, in turn, is not as good as 'allow any algorithm but with a prior distribution based on complexity'.