Simulation of Quantity and Quality of Saq Aquifer Using Artificial Intelligence and Hydraulic Models

Table 7

MSE values for DL and TL ANN Models.

Model	Quality parameters
	TL NSE values			DL NSE values
	TDS	Fe	Mn	TDS	Fe	Mn
ANN1	0.000272	0.008811	0.002763	0.000387	0.008324	0.003474
ANN2	0.000166	0.016562	0.005208	0.000145	0.011591	0.004689
ANN3	0.002585	0.012132	0.004986	0.000213	0.011575	0.003553
ANN4	0.001848	0.009636	0.003139	0.001645	0.009123	0.005025
ANN5	0.001816	0.010232	0.006052	0.002927	0.01019	0.00364
ANFIS1	5.24E−05	1.87E−03	1.64E−03	5.24E−05	1.87E−03	1.64E−03
ANFIS2	9.01E−05	0.00273	0.002249	9.01E−05	0.00273	0.002249
HM	0.001296	0.008911	0.002963	0.001296	0.01019	0.00414