The best-known of the approaches used to learn a ranking function for search
is based on the Support Vector Machine (SVM) classifier. This technique will be
discussed in more detail in Chapter 9, so in this section we will just give a brief
description of how a Ranking SVM can learn to rank.
The input to the Ranking SVM is a training set consisting of partial rank information
for a set of queries