Update app.py

app.py

@@ -174,11 +174,11 @@ elif app_mode == "Prediction":
 
 if app_mode == "Conclusion":
     st.title("Conclusion")
-    st.markdown("From the Prediction page and the error ratios, it can be seen that the model used to predict the price point of Vehicle Insurance was not accurate and therefore, more research needs to be performed to accurately evaluate whether it is a potential revenue stream")
+    st.markdown("From the Prediction page and the error ratios, it can be reviewed that the model is still weak to predict the pricing point of Vehicle Insurance. This maybe due to the limited variables in the dataset and their weak linear relationship with annual insurance price. To conclude, more research needs to be performed to accurately evaluate whether Vehicle Insurance is a potential revenue stream.")
 
     st.markdown("#### Improvements")
-    st.markdown("- Diversify the dataset")
-    st.markdown("- Collect additional data which includes which price would they be willing to pay or whether they are currently satisfied with the price they are paying for the insurance.")
+    st.markdown("- Diversify the dataset in terms of varibables")
+    st.markdown("- Gather detailed information which includes which price would they be willing to pay or whether they are currently satisfied with the price they are paying for the insurance.")
     st.markdown("- Use models other than simple Linear Regression")