Table 2: Performance evaluation of best seven neural network models in the fifth stage.

Trial run no.ANN structure MBERMSENormal MBENormal RMSERank sumRank

155(L)0.9270.3250.8890.0210.0570.0786
255(T)0.8820.3081.0600.0200.0680.0887
363(L)0.9560.2120.5690.0140.0360.0504
465(T)0.9630.0550.5210.0040.0330.0371
566(L)0.938−0.0350.721−0.0020.0460.0483
666(T)0.9500.0180.6450.0010.0410.0422
768(T) 0.931 −0.112 0.792 −0.007 0.0510.058 5