Fig. 3 | Scientific Reports

Fig. 3

From: Machine learning prediction of glaucoma by heavy metal exposure: results from the National Health and Nutrition Examination Survey 2005 to 2008

Fig. 3

Interpretation of model importance by critical variables. We used the (A) LIME method and the (B) SHAP method to make feature importance bar plots for all variables. The contribution of each heavy metal to the prediction was expressed using absolute SHAP values. Larger values represent higher concentrations of that heavy metal and greater risk of disease. (C) A subject numbered 10 were randomly selected for risk scoring of various risk factors.

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