Reservoir Inflow Prediction by Employing Response Surface-Based Models Conjunction with Wavelet and Bootstrap Techniques

Table 3

Performance of numerous WFORS models by using several mother wavelet functions.

Wavelet	Vanishing moment	NSE	RMSE (m^3/s)	MAE (m^3/s)	CP
Haar	1	0.9560	0.3850	0.2688	0.9596
coif1	1	0.9283	0.4600	0.2627	0.9288
coif3	3	0.9532	0.3270	0.2046	0.9271
coif5	5	0.9580	0.2860	0.1886	0.9250
db4	4	0.9476	0.3770	0.2519	0.9418
db8	8	0.9632	0.2940	0.1995	0.9470
db12	12	0.9641	0.2700	0.1926	0.9514
db16	16	0.9527	0.2950	0.2063	0.9551
db20	20	0.9578	0.3250	0.2291	0.9465
sym5	5	0.9609	0.3470	0.2045	0.9357
sym10	10	0.9769	0.2380	0.1594	0.9536
sym15	15	0.9776	0.2250	0.1469	0.9521
Sym20	20	0.9681	0.2390	0.1538	0.9467