Table 1. Performance of the model with different numbers of DELMs.
| Number of ensembles | RMSE | R | Training time (s) |
|---|---|---|---|
| 1 | 0.090 | 0.79 | 0.16 |
| 2 | 0.088 | 0.80 | 0.31 |
| 5 | 0.081 | 0.84 | 0.73 |
| 7 | 0.080 | 0.84 | 0.97 |
| 10 | 0.073 | 0.87 | 1.41 |
| 15 | 0.071 | 0.87 | 2.11 |
| 20 | 0.069 | 0.88 | 2.84 |
| Number of ensembles | RMSE | R | Training time (s) |
|---|---|---|---|
| 1 | 0.090 | 0.79 | 0.16 |
| 2 | 0.088 | 0.80 | 0.31 |
| 5 | 0.081 | 0.84 | 0.73 |
| 7 | 0.080 | 0.84 | 0.97 |
| 10 | 0.073 | 0.87 | 1.41 |
| 15 | 0.071 | 0.87 | 2.11 |
| 20 | 0.069 | 0.88 | 2.84 |