The Domain Kernel is defined by where D is the Domain Mapping defined in equation 1.
the Domain Kernel requires a Domain Matrix D. For our experiments we acquire the matrix D LSA , described in equation 2, from a generic collection of unlabeled documents, as explained in Section 2.