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The Multivariate Bernoulli NB Classifier [Like Prob IR BIM; not language model; less used]

  • Conditional Independence Assumption: features detect term presence and are independent of each other given the class:

  • This model is appropriate for binary variables
    • Multivariate Bernoulli model

Speaker notes:

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