Fig. 11: Interactive effects between oxides as revealed by the SHAP analysis. | npj Materials Degradation

Fig. 11: Interactive effects between oxides as revealed by the SHAP analysis.

From: Unveiling the effect of composition on nuclear waste immobilization glasses’ durability by nonparametric machine learning

Fig. 11

Variations on the marginal contribution of (a) CaO and (b) Al2O3 to VHT response under the influence of the total content of alkaline oxides (Na2O + K2O + Li2O). Here, the arrows are added to highlight the dual effects of these two oxides, and the feature values are based on the actual scale. To assist comparison, the vertical and horizontal dash lines indicate the mean feature value and zero marginal contribution, respectively.

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