In Table 2 is varied for BM11 with the other parameters held at zero. As the value of increases from zero to about 2 performance improves sharply, then deteriorates gradually. Even very small values of have a marked effect, because the wide variation in document length implies that the term in equation 10 can be quite large even when is as low as 0.05.
: Effect of varying the document term frequency parameter