This effect suggested an insight to improve the antioxidant activity of the extract that antioxidant activity can be improved by adding more anthocyanin content at the optimum pH. Moreover, the result in Fig. 3e and regression equation in Table 4 can not only used to predict the condition yielding highest antioxidant activity but also to predict the color of the resulting extract. Unfortunately, the color acceptance in this study was not significant.