Update app.py

app.py

@@ -210,25 +210,6 @@ with st.container():
 
 
 
-    #     # --- Prediction Button & Result ---
-    # result_placeholder = st.empty()  # 👈 Reserve space near the button
-    
-    # if st.button("🔍 Predict", key="predict", help="Click to see your personality"):
-    #     prediction = knn.predict(final_input)[0]
-    #     proba = knn.predict_proba(final_input)[0]
-    #     label = prediction_labels.get(prediction, "❓ Unknown")
-    #     confidence = proba[prediction] * 100
-    
-    #     result_html = f"""
-    #         <div class='result-box'>
-    #             🔮 <strong>Predicted Personality:</strong> {label}<br>
-    #             📊 <strong>Confidence:</strong> {confidence:.2f}%
-    #         </div>
-    #     """
-    #     result_placeholder.markdown(result_html, unsafe_allow_html=True)
-
-
-
         # --- Prediction Button & Result ---
     result_placeholder = st.empty()  # 👈 Reserve space near the button
     
@@ -236,19 +217,38 @@ with st.container():
         prediction = knn.predict(final_input)[0]
         proba = knn.predict_proba(final_input)[0]
         label = prediction_labels.get(prediction, "❓ Unknown")
+        confidence = proba[prediction] * 100
     
         result_html = f"""
             <div class='result-box'>
-                🔮 <strong>Predicted Personality:</strong> {label}<br><br>
-                📊 <strong>Probabilities:</strong><br>
-                🌟 Extrovert: {proba[0]*100:.2f}%<br>
-                🌙 Introvert: {proba[1]*100:.2f}%
+                🔮 <strong>Predicted Personality:</strong> {label}<br>
+                📊 <strong>Confidence:</strong> {confidence:.2f}%
             </div>
         """
         result_placeholder.markdown(result_html, unsafe_allow_html=True)
 
 
 
+    #     # --- Prediction Button & Result ---
+    # result_placeholder = st.empty()  # 👈 Reserve space near the button
+    
+    # if st.button("🔍 Predict", key="predict", help="Click to see your personality"):
+    #     prediction = knn.predict(final_input)[0]
+    #     proba = knn.predict_proba(final_input)[0]
+    #     label = prediction_labels.get(prediction, "❓ Unknown")
+    
+    #     result_html = f"""
+    #         <div class='result-box'>
+    #             🔮 <strong>Predicted Personality:</strong> {label}<br><br>
+    #             📊 <strong>Probabilities:</strong><br>
+    #             🌟 Extrovert: {proba[0]*100:.2f}%<br>
+    #             🌙 Introvert: {proba[1]*100:.2f}%
+    #         </div>
+    #     """
+    #     result_placeholder.markdown(result_html, unsafe_allow_html=True)
+
+
+
 
 
     #     # --- Prediction Button & Result ---