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. 2023 Oct 30;9:e49859. doi: 10.2196/49859

Table 4.

Critical indices of the Holt-Winters exponential smoothing, SARIMAa, and Prophet models.

Indices SARIMA Holt-Winters Prophet
MSEb 978.593 479.170 579.114
RMSEc 31.282 21.890 24.065
MAEd 25.247 17.380 17.501
MAPEe 16.270 11.130 N/Af
SMAPEg 16.883 12.080 N/A

aSARIMA: seasonal autoregressive integrated moving average.

bMSE: mean-square error.

cRMSE: root-mean-square error.

dMAE: mean absolute error.

eMAPE: mean absolute percentage error.

fN/A: not applicable.

gSMAPE: symmetric mean absolute percentage error.