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Handwaving Mathematics

  • If the weights of the Markovian terms are superincreasing (such as 22n), then long corpus chains can overrule single words and short chains.
  • This makes the Markovian filter equivalent to a cross-product decision algorithm, capable of nonlinear filtering without an intermediate layer of computed metafeatures.

    Note: