Update app.py

app.py

@@ -1316,7 +1316,7 @@ def create_interface():
                 probability_plot = gr.Plot(label="Probability Distribution")
         
         # FIXED Advanced Analysis Tab
-        with gr.Tab("🔬 Advanced Analysis"):
+        with gr.Tab("Advanced Analysis"):
             gr.Markdown("## Explainable AI Analysis")
             gr.Markdown("**SHAP and LIME analysis with FIXED implementation** - now handles text input correctly!")
             
@@ -1346,8 +1346,8 @@ def create_interface():
                         )
                     
                     with gr.Row():
-                        shap_btn = gr.Button("✅ SHAP Analysis (FIXED)", variant="primary")
-                        lime_btn = gr.Button("✅ LIME Analysis (FIXED)", variant="secondary")
+                        shap_btn = gr.Button("SHAP Analysis", variant="primary")
+                        lime_btn = gr.Button("LIME Analysis", variant="secondary")
                     
                     gr.Markdown("""