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How a Markovian is Different

  • A Markovian discriminator tries to match the incoming text against the hidden markov models of the two text corpi.
  • We do NOT try to actually calculate that hidden markov model (because of tractability issues)
  • The longer a chain we match (even a chain containing a few errors) the stronger the evidence for discrimination.