The developed models are validated from confirmatory tests. Table 2 shows the outcomes from confirmatory tests. Table 3 shows the accuracy of the values predicted from the developed models. The percentage of error predicted by the developed models are calculated by [{Observed value − predicted value}/predicted value] × 100.