Results

Model Performance

Here is the comparison of model performances across the different models used.

Inferencetime comparison:

XGBoost Regressor Performance and Feature Importance

The performance of the XGBoost Regressor, showing the actual vs predicted values, is illustrated below.

Additionally, we provide a plot that illustrates the feature importance for the XGBoost model.

Finnaly the fainess map of the listings in London