Technically, we would like the resulting groups to be as pure as possible. By pure we mean homogeneous with respect to the target variable. If every member of a group has the same value for the target, then the group is pure. If there is at least one member of the group that has a different value for the target variable than the rest of the group, then the group is impure.
