Committee Machines for Hourly Water Demand Forecasting in Water Supply Systems

Table 3

RMSE for validation of MLP applied to the AirportZA DMA (L/s).

Method	Model A	Model B	Model C	Model D
Arithmetic mean	4.57	3.22	3.23	3.66
Geometric mean	4.92	3.23	3.20	3.70
Linear regression	5.00	3.40	6.37	4.08