Table 9.

Training and inference time of forecasting models.

Model	Training Time (s)	Inference Time per Sample (ms)
Gradient Boosting	1.8	1.4
XGBoost	2.4	1.7
LightGBM	1.5	1.2
CatBoost	2.6	1.9
Neural Network	5.9	6.8
LSTM	9.4	11.6
Stacked Regressor	3.1	2.2