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Posterior Predictive Category Probabilities

题目

A categorical distribution over three states has prior Dirichlet(2,3,5)\mathrm{Dirichlet}(2,3,5). After observing counts [4, 1, 5], what is the posterior predictive probability that the next observation is in category 1?

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