components have any synergistic effect on honey yield. The results of the mixture regression showed that the positive interaction … individual coefficients which indicated that combining these components will not have significant impact on honey yield. Negative … they were antagonistic towards one another and will not contribute in increasing honey yield. The positive interaction …