Fig. 3
From: Evaluating the risk of endometriosis based on patients’ self-assessment questionnaires
The 20 most important features are sorted by the magnitude of the SHapley Additive exPlanations (SHAP) values. Plots display the SHAP values for each feature of a given observation in a horizontal orientation. Each dot on the plot represents an individual observation and the position of the dot on the x-axis represents the magnitude of the SHAP value. The color of the dot represents the value of the corresponding feature for that observation, with red indicating high feature values and blue indicating low feature values