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. 2022 Jun 21;9:863642. doi: 10.3389/fcvm.2022.863642

FIGURE 4.

FIGURE 4

The importance rank and hazard ratio of selected features using SHAP. The importance rank of selected features. Each point in the figure is a feature value of a particular training example. The color of the point represent the feature value and the X-axis position of the point is its SHAP value. The features are ranked by the sum of SHAP value magnitudes over all samples.