Training years | Prediction year | Evaluation indicator | Fuzhou | Xiamen | Nanping | Longyan |
---|---|---|---|---|---|---|
2010 ~ 2018 | 2019 | RMSE | 8.21 | 11.57 | 3.88 | 5.27 |
MAE | 4.65 | 7.19 | 2.49 | 2.54 | ||
MAPE | 0.52 | 0.47 | 0.76 | 0.88 | ||
SMAPE | 0.54 | 0.66 | 1.12 | 1.52 | ||
2010 ~ 2019 | 2020 | RMSE | 2.89 | 16.78 | 2.06 | 2.95 |
MAE | 1.89 | 6.50 | 0.88 | 1.35 | ||
MAPE | 0.59 | 0.66 | 0.75 | 0.79 | ||
SMAPE | 0.79 | 1.31 | 1.44 | 1.48 | ||
2010 ~ 2020 | 2021 | RMSE | 2.40 | 3.12 | 1.63 | 2.84 |
MAE | 1.75 | 2.43 | 1.00 | 1.47 | ||
MAPE | 0.55 | 0.84 | 0.69 | 0.73 | ||
SMAPE | 0.84 | 1.03 | 1.44 | 1.22 |