Our web page offers a sophisticated solution for predicting scale formation potential based on the input of various ion concentrations. Our model generates predictions for the Scaling Index (SI) as the output.
To enhance your experience, our prediction model utilizes two powerful algorithms: Random Forest and XGBoost. You have the flexibility to choose your preferred model in the "Select Model" section, tailored to your specific needs.
**Please note that for accurate predictions, it is essential to input values for all ion measures. In cases where you lack data for certain ions, simply enter zero.