Update README.md

README.md

@@ -69,6 +69,11 @@ The preprocesing steps include using a train/test split ratio of 80/20 and apply
 | precision | 0.944444 |
 | recall    | 0.772727 |
 
+### Feature Importance
+SHAP was used to determine the important features that helps the model make decisions
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6662300a0ad8c45a1ce59190/ZoG4Wai4QeEBoBdwKsclW.png)
+
 ### Confusion Matrix
 
 ![Confusion Matrix](confusion_matrix.png)