Table 13: Statistical results of different models.

NumberModelMAEMSERMSE
TrainingValidationTestingTrainingValidationTestingTrainingValidationTesting

1SOFM10.0240.0200.0240.0020.0010.0010.0410.0280.033
2LR10.0270.0230.0260.0020.0010.0020.0480.0330.039
3RBF0.0430.0390.0360.0040.0020.0020.0640.0480.044
4NonLR20.0300.0210.0310.0030.0010.0020.0510.0310.050