It is shown that application of Bayesian methodology to overcome prior rest
rictions under complex system of information processing accumulated in the
process of prolonged operation of cryogenic gravitational antennas results
in a substantial decrease of the probability of false alarm as compared wit
h the traditional algorithms based on the generalized maximum likelihood cr
iterion.