It's possible, sure, but strongly discouraged. Kefalonia is a naturalistic paradise of 780 square meters, the largest of the Ionian islands. It would really be a shame to spend your stay in just one location given the scenic richness of Kefalonia and the distribution over the entire surface of the island of characteristic villages, traditional festivals and excellent taverns not to be missed.