The mapping it performs is a hypothesis: a guess at what the true map φ might be. The set of all
possible hypotheses is called the hypothesis space. The set of all possible configurations of the parameter
vector w is the parameter space. It should be noted that more than one point in parameter space can map
to a single point in hypothesis space.