Update src/streamlit_app.py

src/streamlit_app.py

@@ -54,7 +54,7 @@ if st.button('Predict Sentiment'):
         try:
             X = preprocess_text(text_input, preproc)
             prediction = model.predict(X)
-            sentiment = 'Positive' if prediction[0][0] > 0.5 else 'Negative'
-            st.success(f'Prediction: {sentiment} (score: {prediction[0][0]:.2f})')
+            sentiment = 'Positive' if prediction[0][0] < 0.5 else 'Negative'
+            st.success(f'Prediction: {sentiment}')
         except Exception as e:
             st.error(f"Error making prediction: {e}")