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. 2024 Feb 14;24(4):1225. doi: 10.3390/s24041225

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