Table 4.
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.