“…Unfortunately, even after application of backward IJFS April 2017 Volume 6 pages 44-55 elimination regression, lack of fit was significant for both Y 21 and Y 22 . However, predicted R 2 for Y 22 was 0.6827, the difference in corresponding adjusted R 2 and predicted R 2 was within the limit of 0.2 which indicated that the model had sufficient capabilities to predict their responses (DeLoach & Ulbrich, 2007;Alshaibani, Yaakob, Alsobaai, & Sahri, 2014). F-values of Y 21 , Y 22 and Y 23 were 30.41, 30.02 and 6.83, respectively, with p-values less than 0.05 indicating the models were significant.…”