River Flow Estimation from Upstream Flow Records Using Support Vector Machines

Table 1

Comparison of the observed and computed outflows for Wilson data.

Time (h)	Input (cms)	Output (cms)	NLMM-L	VPWFDM-L	FIS	SVM
			[30]	[31]	[32]
0	22	22	22	22	22.0	22.00
6	23	21	21.71	20.66	20.9	20.93
12	35	21	22.02	21.5	21.0	20.98
18	71	26	26.08	25.79	26.0	25.92
24	103	34	33.51	33.71	34.0	34.04
30	111	44	42.83	44.65	44.0	43.97
36	109	55	55.44	54.37	57.1	55.04
42	100	66	66.67	65.72	66.2	65.96
48	86	75	75.77	75.78	75.0	75.06
54	71	82	82.12	82.55	82.0	81.93
60	59	85	84.78	84.65	85.4	84.95
66	47	84	83.42	84.07	84.0	84.08
72	39	80	79.44	79.36	80.0	79.93
78	32	73	72.48	72.67	73.0	72.92
84	28	64	64.08	63.75	64.0	64.02
90	24	54	54.58	54.53	54.0	54.04
96	22	44	45.22	44.87	44.0	43.96
102	21	36	36.34	36.24	35.9	36.04
108	20	30	29.21	29.5	29.9	29.96
114	19	25	24.21	24.56	25.3	25.04
120	19	22	20.96	21.31	21.7	21.96
126	18	19	19.41	19.39	19.1	19.04
SSE			9.823	5.178	4.830	0.056