Figure 13

Swarm plot containing the SHAP values for the best performing XGBoost model with the noise radius set to 50 meters in area A. Each bullet point corresponds to a property of the dataset. Warmer colors indicate high feature values, while cooler colors lower ones. If the data point is on the left side of the axis, it indicates a negative SHAP value, meaning the feature contributes negatively to the prediction (decreases property price). If the data point is on the right side of the axis, it indicates a positive SHAP value, meaning the feature contributes positively to the prediction (increases property price)