Figure 1 | Scientific Reports

Figure 1

From: Identifying top ten predictors of type 2 diabetes through machine learning analysis of UK Biobank data

Figure 1

The Shap summary graph depicts the ranked mean absolute Shap values for each variable in the dataset on the y-axis. Each individual in the study is represented by a dot on the graph based on their respective Shap value. The points are stacked verticly where there’s a high density of shap values. The color of each dot corresponds to the raw variable value of that individual and feature, with purple indicating a high raw value and yellow indicating a low raw value.

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