Table 5.
The results of supervised learning models for the kiln.
Variable | Model Type | Fit Intercept | Number of Estimators | Max Depth | Hidden Layer Sizes | Number of Leaves | NRMSE |
---|---|---|---|---|---|---|---|
Calculated NOx | MLP | - | - | - | (5,) | - | 0.95 |
Kiln Amps | XGBoost | - | 50 | 3 | - | - | 0.14 |
Preheater CO | LGBM | - | - | 5 | - | 8 | 0.96 |