PPM is designed to predict the next c r by estimating the n maxgram probability P (c r |c r−1 r−n max +1 ) using backing-off techniques with regard to the current context.
the probability is estimated as a weighted sum of different (n + 1)-gram probabilities up to a fixed n max -gram as follows: The weights w n are determined through escape probabilities.