Our last baseline implements the active learning procedure as described in Tong and Koller (2002).
we begin by training an inductive SVM on one labeled example from each class, iteratively labeling the most uncertain unlabeled point on each side of the hyperplane and re-training the SVM until 100 points are labeled.