Figure 4
From: Deep learning-based identification of eyes at risk for glaucoma surgery
Decision plot: visualize model decisions using cumulative SHAP values. Moving from bottom to top, SHAP values of all features are added to the model’s base value. Each prediction starts from the bottom of the plot at model’s base value at 0.4 (probability) and hits the x-axis at 0.63 for the eye in (A) and 0.09 for the eye in (B). (A) One eye predicted to need glaucoma surgery within 3 months. (B) One eye predicted to not need surgery within 3 months.
