Table 8.

Statistical ranking of forecasting models (friedman test).

Model	Average Rank
Stacked Regressor	1.21
CatBoost	2.14
XGBoost	2.36
LightGBM	3.02
Gradient Boosting	3.45
LSTM	4.10
Neural Network	4.72