Performances of various training functions for the network with the tansig function^a.

Training functions	MSE	IN	R 2	BLE
Trainrp	0.0400	85	0.980	Y = 0.96X + 2.6
Traincgf	0.0404	76	0.981	Y = 0.98X + 1.3
Traincgp	0.0390	47	0.981	Y = 0.96X + 2.7
Traincgb	0.0369	43	0.982	Y = 0.97X + 1.9
Trainlm	0.0178	28	0.992	Y = 0.99X + 0.72
Trainscg	0.0402	62	0.981	Y = 0.97X + 2.5
Trainbfg	0.0386	31	0.982	Y = 0.98X + 0.61
Trainoss	0.0384	81	0.981	Y = 0.98X + 1.2

^aIN = iteration number, BLE = best linear equation.