Update app.py

app.py

@@ -36,4 +36,9 @@ input_df = pd.DataFrame({
     "GarageArea": [garage_area]
 })
 prediction = model.predict(input_df)
-st.write(f"The estimated house price range is ${prediction[0]:,.2f}")
+st.write(f"The estimated house price range is ${prediction[0]:,.2f}")
+explainer = shap.Explainer(model)
+shap_values = explainer(X_test)
+shap.summary_plot(shap_values, X_test)
+shap_interaction_values = explainer(X_test).interactions(X_test)
+shap.summary_plot(shap_interaction_values, X_test)