Table 5.

The comparative results of the indicated model for training and testing phases; see abbreviations in Nomenclature.

Model	MAE	RMSE	MBE	DF	NSE
	Errors for Training Phase of Models
SVR	0.0387	0.0389	0.0046	0.9583	0.9195
MARS	0.2700	0.3402	0.0021	0.6560	0.4383
M5Tree	0.2541	0.3382	0.0060	0.6782	0.4714
ANN–BR	0.2744	0.3557	0.0035	0.6399	0.4291
ANN–SCG	0.0847	0.1232	0.0008	0.9066	0.8237
ANN–BFG	0.0923	0.1253	0.0002	0.8987	0.8079
ANN–LM	0.1246	0.1564	0.0012	0.8620	0.7407
RBFNN	0.2185	0.2980	0.0021	0.7346	0.5455
ANFIS	0.0165	0.0697	0.0028	0.9829	0.9656
	Errors for Testing Phase of Models
SVR	0.2165	0.2965	−0.0041	0.7163	0.5382
MARS	0.2329	0.2870	−0.1011	0.6928	0.5032
M5Tree	0.2002	0.3055	−0.1059	0.7493	0.5730
ANN–BR	0.1774	0.2622	−0.0914	0.7779	0.6215
ANN–SCG	0.2720	0.3842	−0.0344	0.7101	0.4198
ANN–BFG	0.2653	0.3677	−0.0489	0.7191	0.4339
ANN–LM	0.3500	0.4289	−0.1516	0.6629	0.2533
RBFNN	0.2553	0.3395	−0.0950	0.6857	0.4554
ANFIS	0.2085	0.3292	0.0062	0.7600	0.5551