A complete diallel of seven yellow-seeded rapeseed lines as sample which come from different sources by using canonical correlation approach was carried out. The results indicated that the following characters were the important roles between any two character groups, plant height, yield per plant, seed coat ratio, yellow degree. The comprehensive selection index in yellow seeds in Brassica napus L. were also proposed.