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Table 5 Computation load of forecasting models on training data

From: Short-term water demand forecasting using hybrid supervised and unsupervised machine learning model

Model

Historical data

Identifier

Indicators

AIC

Time (s)

SARIMA

7 days

S-24

1281

13

7 days

S-168

1362

16

RT

4 months

RT

26,738

41

Hybrid

4 months

HYB-N2

29,643

57

4 months

HYB-N3

35,692

67

4 months

HYB-N4

46,421

82

 

4 months

HYB-N5

55,729

96