Update src/streamlit_app.py

src/streamlit_app.py

@@ -245,8 +245,7 @@ if st.button("Run Honest Backtest"):
                 pred_vol = svr_model.predict(svr_feat_scaled)[0]
                 honest_predicted_vols.append(pred_vol)
                 
-                # --- Fix 1: Calculate EMAs properly in walk-forward ---
-                # Calculate EMAs using only the history up to current day
+                # Calculated EMAs using only the history up to current day
                 test_df.loc[test_df.index[i], 'EMA_Short'] = history_slice['Close'].ewm(span=12).mean().iloc[-1]
                 test_df.loc[test_df.index[i], 'EMA_Long'] = history_slice['Close'].ewm(span=26).mean().iloc[-1]