The choice of better combinations of sampling schemes greatly depends on the probability distributions from equation 14 which are highly system dependent. Different systems may prefer different excitation generation schemes, based on the form of electronic interactions, the orbital basis of choice (delocalized or localized), and whether there is an excess of empty orbitals. We will analyze the shape of probability distributions for some selected systems, and numerically prove our findings in the application Section 5.