Table 5: Statistical indices for performance assessment of the different types of ANFIS models.

Type of MfNo. of MFRMSERMSE
TrainingValidationTesting

Trimf20.0072130.012820.006890.9450.8462
30.0053010.011550.006830.9670.9167
40.0034380.014850.028470.8750.8413
50.0017050.006020.002820.9740.9122
gaussmf20.0143950.009620.016090.9620.8642
30.0160050.016870.017420.8790.8932
40.0021670.001410.000310.9990.9812
50.0095620.012250.009340.9790.9232
gbellmf20.0091730.010720.010480.8990.8652
30.0018310.005130.003230.9980.9945
40.0012450.004960.002890.9990.9952
50.0033990.012580.008940.9690.9171