Fig. 2 | Scientific Reports

Fig. 2

From: Comparing the predictive performance of diabetes complications using administrative health data and clinical data

Fig. 2

Mean absolute SHAP values for the top six features across the three predicted outcomes for Model Full. Feature contributions are computed on the test dataset using SHAP values, aggregated over five runs. Bars indicate the mean contribution across runs, and error bars represent the corresponding standard deviation. These values reflect the relative importance of each feature to the model’s predictions.

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