To make the training task more manageable, it is common practice to map the space of all terms into a lower dimensional feature space.
instead of estimating a different A for each term in the vocabulary, we can model A as a function of tf and idf and various other features of   (t, rel,tf) tEbin Similarly, the denominator can be approximated as: where: D (description), E (query expansion) documents.