Keywords: MSE; mean square error; AE; absolute error; CS; cuckoo search; BP; back propagation; COMB; combination model; WCOMB; weighted combination model; ARMSE; adjusted root mean square error; DIRMO; combination of dirrect and MIMO strategies; PRESS; predicted re