Fig. 5: SHAP summary plots for all predicted properties using the HDGP-P-ALL model. | npj Computational Materials

Fig. 5: SHAP summary plots for all predicted properties using the HDGP-P-ALL model.

From: Accurate and uncertainty-aware multi-task prediction of HEA properties using prior-guided deep Gaussian processes

Fig. 5

The figures illustrate SHAP values for (a) varveillian yield strength, (b) SFE, (c) average VEC, (d) YS, (e) UTS, (f) UTS/YS ratio, (g) elongation, (h) hardness, (i) modulus, (j) average HDYN/HQS and (k) depth of penetration. Each dot represents a single prediction, with the x-axis showing the SHAP value (impact on model output) and color indicating feature value magnitude (red = high, blue = low). Features are ordered by importance (sum of absolute SHAP values).

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