 Another approach is to consider class-invariance with respect to a "domain of the input space" instead of a transformation.In this case, the problem becomes finding formula_10 so that

where formula_13 is the membership class of the region formula_14 of the input space.A different type of class-invariance found in pattern recognition is permutation-invariance, i.e.