variable-order markov models

Terms from Artificial Intelligence: humans at the heart of algorithms

While a simple Markov model only uses the last state/token to predict the next one, a variable-order Markov model may use several past states. For example a third-order Markov model, gives the probabilty of the state St as a function of the last three states:
      P(St=s)   =   f(st-1,st-2,st-3)

Defined on page 325

Used on page 325