  The classical Szeg\"{o}--Kolmogorov Prediction Theorem gives necessary and
sufficient condition on a weight $w$ on the unite cirlce $T$ so that the
exponentials with positive integer frequences span the weighted space
$L^2(T,w)$. We consider the problem how many of these exponentials can be
removed while still keeping the completeness property.
