This document describes a study that evaluated the combining ability and heterosis of three testers and five lines of Brassica napus L. for various yield traits including plant height, number of primary and secondary branches, 1000-seed weight, and seed yield per plant. Fifteen hybrids were produced in a line x tester design and evaluated along with the parental lines. Significant genetic variation was observed among the genotypes for all traits. Both general combining ability (GCA) and specific combining ability (SCA) effects were identified. Several hybrids showed significant positive heterosis over the mid and better parents for seed yield and other traits, indicating potential for improving these traits through hybrid breeding in Brassica napus.