The uplift score answers the question, “How much more likely is this treatment to generate the desired outcome than the alternative treatment?” It guides an organization’s choice of treatment or action, what to do or say to each individual. The secondary treatment can be the passive action of a control set—for example, make no marketing contact or administer a placebo instead of the trial drug—in which case an uplift model effectively decides whether or not to treat.
