Committee Machines for Hourly Water Demand Forecasting in Water Supply Systems

Table 4

MAE for validation of MLP applied to the AirportZA DMA (%).

Method	Model A	Model B	Model C	Model D
Arithmetic mean	1.57	1.20	1.22	1.35
Geometric mean	1.64	1.21	1.22	1.36
Linear regression	1.58	1.21	1.42	1.33