If you weed out things or people that are useless or unwanted in a group, you find them and get rid of them.
He is keen to weed out the many applicants he believes may be frauds...
A small group of neo-Nazis have infiltrated the ranks. We must weed them out as soon as possible.
= root out
PHRASAL VERB : V P n (not pron) , V n P