I upgraded the prediction model from a basic Linear Regression model to a more advanced XGBoost Regressor. This change enhances the model’s ability to capture complex patterns in the data, leading to more accurate predictions of USD per PPM. Additionally, the new version includes improved error handling, logging, and a more robust data validation process, making the application more reliable and easier to maintain
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