fig12
From: Transformative strategies in photocatalyst design: merging computational methods and deep learning
Figure 12. Machine learning analysis to interpret the effect of the photocatalytic reaction rate constant (k) of semiconductor-based photocatalysts on dye removal[153]. Copyright 2024, Elsevier. SVR: Support vector regression; SHAP: shapley additive explanations; LGBM: light gradient boosting machine; XGB: eXtreme gradient boosting.