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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