Performance Evaluation of Two ANFIS Models for Predicting Water Quality Index of River Satluj (India)

Table 3

Parameter values for different clustering-based ANFIS algorithms used.

Parameters for ANFIS by FCM algorithm	Parameters for ANFIS by SC algorithm
Membership function = Gaussian	Membership function = Gaussian
Number of clusters = 15	Number of clusters = 12
Number of rules = 15	Number of rules = 12
Number of exponent for the partition matrix = 3	Cluster radius = 0.3
	Squash factor = 1.7
	Accepted ratio = 0.5
	Rejected ratio = 0.15