Table 1: Summary of ANFIS Training, Testing and Performance.

Parameters

Number

Number of Inputs

6

Membership functions type

Gaussian Curve

Number of membership functions

2*3*3*2*2*2

Training data set

50

Testing (checking) data set

30

Epoch number

30

Number of nodes

325

Number of linear parameters

144

Number of nonlinear parameters

28

Total number of parameters

172

Number of fuzzy rules

144

Input combinations

FBS, CLR, BMI, GNI, AGE, FU

RMSE

0.63742

ANFIS Model Performance

99.36%