Update README.md

README.md

@@ -102,6 +102,11 @@ The data preprocessing steps applied include the following:
 |----------|----------|
 | accuracy | 0.794582 |
 
+## Model Explainability
+
+SHAP was used to determine the important features that helps the model make decisions
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6662300a0ad8c45a1ce59190/rQYxJoz86TtdkSSSGnCOr.png)
+
 ### Confusion Matrix
 
 ![Confusion Matrix](confusion_matrix.png)