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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.