Table 2.
Evaluation of EEMD-LSTM at different time lags for Cheras and Batu Muda datasets.
| Lag time (h) | Cheras | Batu Muda | ||
|---|---|---|---|---|
| RMSE | R2 | RMSE | R2 | |
| 1 | 8.7932 | 0.8886 | 6.8829 | 0.9349 |
| 2 | 4.6773 | 0.9685 | 4.8949 | 0.9673 |
| 3 | 4.9216 | 0.9651 | 5.4320 | 0.9595 |
| 4 | 4.4857 | 0.9710 | 7.0627 | 0.9315 |
| 5 | 5.4730 | 0.9569 | 8.1152 | 0.9095 |
| 6 | 4.2083 | 0.9780 | 6.2291 | 0.9467 |
| 7 | 6.9881 | 0.9297 | 5.8072 | 0.9537 |
| 8 | 4.8443 | 0.9662 | 5.9531 | 0.9513 |
| 9 | 7.4410 | 0.9203 | 5.1341 | 0.9638 |
| 10 | 5.0353 | 0.9635 | 6.5568 | 0.9410 |
| 11 | 7.9558 | 0.9089 | 5.1510 | 0.9636 |
| 12 | 5.4208 | 0.9577 | 8.2213 | 0.9072 |
Significant values are in bold.