River Flow Estimation from Upstream Flow Records Using Support Vector Machines

Table 4

Average SSE values of the SVM approach for Wilson data, Viessman and Lewis data, and River Wyre data.

Data	𝜇	𝛿=0	𝛿=0.01	𝛿=0.05	𝛿=0.10
Wilson	0.9	1.389	1.627	2.013	2.691
	0.8	3.486	4.120	4.160	7.738
	0.7	7.284	8.473	8.835	10.818
	0.6	12.540	14.872	17.878	21.755
Viessman and Lewis	0.9	12460.720	14446.716	18456.445	21172.915
	0.8	34631.312	48888.423	50163.966	58837.181
	0.7	83005.647	84387.246	112145.221	100247.301
	0.6	124339.197	124324.518	118768.183	131235.761
River Wyre	0.9	5.760	9.895	11.922	7.788
	0.8	218.236	55.846	70.096	289.540
	0.7	291.692	161.367	133.620	363.987
	0.6	331.883	271.468	239.053	440.319