Table 5: Comparison of the statistical parameters obtained from ANN and MLR models.

ParameterTest set ( )Validation set ( )
MLRANNMLRANN

MAE (%)13.4313.2913.8210.405
MSE0.0690.0630.0650.0171
PRESS0.13940.13330.13490.0693
SEP0.9640.9560.9360.982
0.81220.74220.55180.4181
RMAE3.6073.4333.682.221