Fig. 3
From: A machine learning approach for non-invasive PCOS diagnosis from ultrasound and clinical features

SHAP analysis; features with SHAP values less than zero tend to influence non-PCOS and values above zero tend to PCOS. The red indicates the greater value of the variable, and the blue indicates the lower value. The variables are in decreasing order of importance.