The chancery court or the chancellor in vacation in each chancery court district of this state shall fix and allow reasonable compensation for appraisers in the estates of deceased persons, and said compensation shall be paid by the executor or administrator from the funds of said estate after same has been allowed by the chancery court or chancellor in vacation.