Structural interpretability in SVMs with truncated orthogonal polynomial kernels

Víctor Soto-Larrosa, Nuria Torrado, Edmundo J. Huertas

We study post-training interpretability for Support Vector Machines (SVMs) built from truncated orthogonal polynomial kernels. Since the associated reproducing kernel Hilbert space…