Similar querying functions have been proposed by Tong
and Koller [12], Campbell et al. [24] and Schohn [11], called
Simple which uses SVMs as the induction component. Here,
the querying function is based on the classifier. The algorithm
tries to pick instances which are the most informative to the
SVM - the support vectors of the dividing hyperplane.