Bearing housing including a housing element designed to be adapted to receive internally a bearing, and a fastening base or flange to a frame of machinery provided with through holes for screws or bolts and having a shoulder face intended to go into use in contact against the frame of the machine equipment, the face of the shoulder being traversed by through holes. The housing element is made of a synthetic molded plastic material and the base or flange has its shoulder face covered by a layer of elastomeric material which has been molded integrally fixed in one piece with the base or flange.