The novel FLIT-SHAP approach can help reveal hidden interactions between pollutants, showing both synergistic and antagonistic effects on toxicity with an R² of 0.99. Traditional environmental health ...
Overview: Interpretability tools make machine learning models more transparent by displaying how each feature influences ...
The importance of immune cell types in the XGBoost model. The influence of immune cell infiltration scores on SHAP values, with a color gradient representing low to high cell infiltration scores.
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