No physicist has ever seen an atom but there are practical evidences and theories like Bohr's Atomic model, Rutherford's scattering experiment, etc. which prove the presence of electron. Their size is small, but we can test their existence by various methods like hydrogen spectrum.
On the other end there is no phenomena which can be explained on the basis of existence of ghosts.
So there is no comparison between the two given cases