Update app.py

app.py

@@ -970,29 +970,19 @@ def main():
                                 st.subheader("Classification Report")
                                 st.text(classification_rep)
 
-                            except Exception as e:
-                                st.error(f"Error evaluating model: {e}")
-
-                                # 6️⃣ Classification Report
-                                st.subheader("Classification Report")
-                                st.text(classification_rep)
-
-                                # ✅ Always show bias detection report if possible
-                                # Bias Detection Report
+                                # 7️⃣ Bias Detection Report
                                 st.subheader("Bias Detection Report")
                                 if 'comment_text' in st.session_state.data.columns:
                                     bias_summary = bias_report(
                                         st.session_state.data[["comment_text"]].reset_index(drop=True),
                                         y_test.reset_index(drop=True),
                                         predictions,
-                                        "comment_text"  # Add the text_column_name parameter
+                                        "comment_text"
                                     )
                                     st.markdown(bias_summary)
                                 else:
                                     st.info("No comment_text column found for bias analysis.")
 
-
-
                             except Exception as e:
                                 st.error(f"Error evaluating model: {e}")
                 else: