Subspace Classier in the Hilbert Space
To improve the performance of the subspace classi er, it is e ective to reduce the dimensionality of the intersections between subspaces. For this purpose, the feature space is mapped implicitly to the in nite dimensional Hilbert space and the subspace classi er is applied in the Hilbert space.