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Parameter estimation

Multivariate Bernoulli model:

fraction of documents of topic cj in which word w appears

Multinomial model:

fraction of times in which word w appears among all words in documents of topic cj


  • Can create a mega-document for topic j by concatenating all documents in this topic
  • Use frequency of w in mega-document

Speaker notes:

Content Tools

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