Forecasting Water Demand in Residential, Commercial, and Industrial Zones in Bogotá, Colombia, Using Least-Squares Support Vector Machines

Table 1

Statistical performance of LS-SVM and FNN-BPM models.

Land use	LS-SVM			FNN-BP
	RMSE	AARE (%)		RMSE	AARE (%)
R1	0.0081	6.45	0.93	0.0104	8.55	0.88
R2	0.0023	3.54	0.96	0.0048	5.61	0.93
R3	0.0089	7.5	0.92	0.0119	9.56	0.50
R4	0.0194	11.58	0.91	0.0387	13.71	0.90
R5	0.0078	7.65	0.98	0.1258	15,85	0.97
R6	0.4005	23.0	0.8	0.598	25.87	0.67
Industrial	0.0043	5.86	0.94	0.0052	6.3	0.82
Commercial	0.0012	2.69	0.98	0.0034	4.47	0.84