Update app.py

app.py

@@ -97,8 +97,11 @@ def main():
             output_df, probabilities, status_icon, sepsis_explanation = predict_sepsis(input_data)
 
             st.subheader('Prediction Result')
+            prediction_text = "Positive" if status_icon == "✔" else "Negative"
+            st.markdown(f"Prediction: **{prediction_text}**")
             st.markdown(f"{status_icon} {sepsis_explanation}")
             st.write(output_df)
+            
 
             # Plot the probabilities
             fig, ax = plt.subplots()
@@ -136,8 +139,8 @@ def main():
             else:
                 st.write('Feature importance is not available for this model.')
 
-            st.subheader('Sepsis Explanation')
-            st.markdown(f"{status_icon} {sepsis_explanation}")
+            #st.subheader('Sepsis Explanation')
+            #st.markdown(f"{status_icon} {sepsis_explanation}")
 
 
 if __name__ == '__main__':