Figure 3
Visualization of the two-dimensional SHAP values of the test dataset. (A) Colour mapping of the two-dimensional SHAP values of the test dataset according to the LVEF values of each data item. (B) Colour mapping of the two-dimensional SHAP values of the test dataset according to the model’s predictive values for each data item. UMAP, uniform manifold approximation and projection.

Visualization of the two-dimensional SHAP values of the test dataset. (A) Colour mapping of the two-dimensional SHAP values of the test dataset according to the LVEF values of each data item. (B) Colour mapping of the two-dimensional SHAP values of the test dataset according to the model’s predictive values for each data item. UMAP, uniform manifold approximation and projection.

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