Fig. 4

Box Plot: Predicted vs. Actual LOS. This box plot provides a detailed comparison of actual and predicted LOS distributions. The actual LOS data shows a broader spread, including several outliers, while the predicted LOS is more condensed. The median values differ slightly, highlighting the model's tendency to underestimate extreme cases