key feature of this problem is that there is no negative example for learning. Recently, a few
techniques for solving this problem were proposed in the literature. These techniques are
based on the same idea, which builds a classifier in two steps. Each existing technique uses
a different method for each step. We first introduce some new methods for the two steps, and
perform a comprehensive evaluation of all possible combinations of methods of the two …