Table 5 The Comparison of MAE, MAPE, and RMSE values of three models.
From: Prediction of global omicron pandemic using ARIMA, MLR, and Prophet models
Evaluating indicator | Fitting performance part | Forecasting performance part | ||||
|---|---|---|---|---|---|---|
ARIMA | MLR | Prophet | ARIMA | MLR | Prophet | |
MAE | 191.45 | 270,300.04 | 483,890.1235 | 183.29 | 252.72 | 251.78 |
MAPE | 0.779 | 0.201 | 0.452 | 1.482 | 2.131 | 2.01 |
RMSE | 2912.91 | 2,666,973.70 | 3,785,828.26 | 1697.455301 | 2151.56 | 2116.99 |
