Update app.py

app.py

@@ -147,7 +147,8 @@ if st.button("Predict"):
                     # Make predictions
                     prediction = model.predict(X_new_scaled)
                     y_pred_proba = model.predict_proba(X_new_scaled)
-    
+                    # Display the prediction using st.write
+                    st.write(f"Prediction for the selected URL ({selected_url}): **{prediction[0]}**")
                     # Display the prediction result
                     if prediction[0] == 0:
                         st.success("The website is not a phishing website.")