3.2 Baseline Schemes One of the most basic prediction algorithms is the PER USER AVERAGE scheme given by
the equation P(u) = ¯u. That is, we predict that a user will rate everything according to that user’s average rating.
Another simple scheme is known as BIAS FROM MEAN (or sometimes NON PERSONALIZED [8]). It is given by