Water Quality Modeling in Reservoirs Using Multivariate Linear Regression and Two Neural Network Models

Table 5

Performance evaluation during the training and testing phases for ANFIS model.

Water quality variable	Training phase			Testing phase
	MAE	RMSE		MAE	RMSE
DO	1.30 mg/L	1.74 mg/L	0.85	0.92 mg/L	1.32 mg/L	0.88
TP	6.45 µg/L	9.92 µg/L	0.86	5.44 µg/L	7.42 µg/L	0.86
Chl a	3.19 µg/L	4.67 µg/L	0.77	2.25 µg/L	3.05 µg/L	0.83
SD	0.21 m	0.31 m	0.80	0.15 m	0.24 m	0.89