Table 6.
The results of ensemble learning module with different parameters.
Loss Function | The Number of Base Learners | RMSE |
---|---|---|
Linear | 30 | 10.2316 |
50 | 9.6649 | |
70 | 9.3749 | |
100 | 10.0136 | |
Square | 30 | 9.9312 |
50 | 10.3445 | |
70 | 10.1863 | |
100 | 9.3807 | |
Exponential | 30 | 10.2625 |
50 | 9.7782 | |
70 | 10.0313 | |
100 | 9.8675 |