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

Table 4

Water quality performance based on FCM and SC methods.

	SC-ANFIS	FCM-ANFIS
RMSE (test data)	1.6092	2.7743
RMSE (train data)	0.8701	1.1590
MSE (test data)	2.5896	7.6966
MSE (train data)	0.7570	1.3434
R^2 (train data)	0.9919	0.9852
R^2 (test data)	0.9827	0.9015
R^2 (all data)	0.9911	0.9821