Figure 3. Here we see the "monotonicity algorithm" in action. Notice that as the points are perturbed, they become more monotonic. Finally, in iteration 8, we see that the class centers within each fault are monotonic. The ensuing decision regions are also much more "progressive" in that a transition from normal to severe is impossible without first entering through mild and medium severity. [back]