Research Paper Volume 16, Issue 5 pp 4654—4669
Explainable machine learning in outcome prediction of high-grade aneurysmal subarachnoid hemorrhage
Figure 6. SHAP force plot for interpreting individual’s prediction outcomes. This plot offers a visual illustration of the RF model’s predictions, wherein the red and blue bars signify risk factors and protective factors, respectively. The length of the bars corresponds to the extent of feature importance. (A) Poor outcome; (B) favorable outcome.