Following our example of data mining for churn prediction from the first section, we will begin by thinking of predictive modeling as supervised segmentation — how can we segment the population into groups that differ from each other with respect to some quantity of interest. In particular, how can we segment the population with respect to something that we would like to predict or estimate.
