Table 6: The optimized structure of SOFM models in training, validation, and testing.

NumberModelTrainingValidationTesting
EquationEquationEquation

1SOFM10.92160.93300.9213
2SOFM20.75900.67030.8250
3SOFM30.63210.53230.6864