where Y is the predicted response, Xi and Xj are input variables that influence the response variable Y, β0 is the offset term, βi is the ith linear coefficient, βii is the quadratic coefficient, and βij is the ijth interaction coefficient. Table 4 shows the results of twenty designed experiments. All experiments were performed in triplicates and the average of cellulase activity (Unit/ml) was taken as the response.