Open Access
Table 2
Inter-city different intensity experiments
| Model | HA | ARIMA | cGAN | DeepST | PHMIN | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| setting | MAE | MAPE | MAE | MAPE | MAE | MAPE | MAE | MAPE | MAE | MAPE |
| BJ1-DL2 | 1136 | 0.064 | 1090 | 0.064 | 3923 | 0.235 | 5131 | 0.301 | 777 | 0.048 |
| SJZ1-DL2 | 1136 | 0.064 | 1090 | 0.064 | 2374 | 0.157 | 3707 | 0.225 | 805 | 0.051 |
| BJ1-DL3 | 1366 | 0.093 | 1012 | 0.077 | 3478 | 0.205 | 5619 | 0.309 | 981 | 0.066 |
| SJZ1-DL3 | 1366 | 0.093 | 1012 | 0.077 | 1958 | 0.151 | 5724 | 0.305 | 1052 | 0.070 |
| DL1-BJ2 | 7373 | 0.126 | 9411 | 0.125 | 20808 | 0.437 | 21841 | 0.392 | 4503 | 0.086 |
| SJZ1-BJ2 | 7373 | 0.126 | 9411 | 0.125 | 15599 | 0.283 | 16008 | 0.287 | 4678 | 0.087 |
| BJ2-SJZ2 | 2221 | 0.369 | 1599 | 0.263 | 3423 | 0.631 | 2628 | 0.408 | 1566 | 0.242 |
| DL2-SJZ2 | 2221 | 0.369 | 1599 | 0.263 | 5332 | 1.057 | 3926 | 0.596 | 2046 | 0.348 |
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