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Table 3

Performance of the offline and online 24-hours-ahead water demand prediction models evaluated on validation data sets for the WDS of Evanton East

Validation dataOffline model MSEOffline model MAPE (%)Online model MSEOnline model MAPE (%)
Original 0.03088 4.821 0.03003 4.803 
Original + linear 0.04096 4.882 0.03656 4.713 
Original + sine 0.07098 5.463 0.05758 4.980 
Validation dataOffline model MSEOffline model MAPE (%)Online model MSEOnline model MAPE (%)
Original 0.03088 4.821 0.03003 4.803 
Original + linear 0.04096 4.882 0.03656 4.713 
Original + sine 0.07098 5.463 0.05758 4.980 
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