Subspace classifier in the Hilbert space

Abstract To improve the performance of the subspace classifier, it is effective to reduce the dimensionality of the intersections between subspaces. For this purpose, the feature space is mapped implicitly to the infinite dimensional Hilbert space and the subspace classifier is applied in the Hilbert space.