Note that (i) any feature of the space is basically a pair of substructures; and (ii) there is currently no efficient (implicit) formulation for computing such kernel.
the most intuitive applies K between all member combinations and sum all contributions: (iv) It is also possible to combine pairs of corresponding kernels with the product: (v) An alternative kernel selects only the best between the two products above: .