add explanation

.idea/workspace.xml

@@ -2,10 +2,8 @@
 <project version="4">
   <component name="ChangeListManager">
     <list default="true" id="d4d4c856-4e4e-4d5f-b4ca-4c1c8515b14a" name="Default Changelist" comment="">
-      <change afterPath="$PROJECT_DIR$/pages/Anchors.py" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/pages/LIME.py" beforeDir="false" afterPath="$PROJECT_DIR$/pages/LIME.py" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/prompt_config.py" beforeDir="false" afterPath="$PROJECT_DIR$/src/prompt_config.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/pages/Anchors.py" beforeDir="false" afterPath="$PROJECT_DIR$/pages/Anchors.py" afterDir="false" />
     </list>
     <option name="SHOW_DIALOG" value="false" />
     <option name="HIGHLIGHT_CONFLICTS" value="true" />

pages/Anchors.py

@@ -97,7 +97,9 @@ def explain_example(anchors_threshold, example_idx):
         "Coverage": [f"{exp.coverage():.2f}"] * len(exp.names())
     }
     df_explanation = pd.DataFrame(explanation_data)
-    
+    Prediction = explainer.class_names[global_model.predict(X_test.values[example_idx].reshape(1, -1))[0]]
+    st.write(f"### 🔍 The prediction of No. {example_idx} example is: **{Prediction}**")
+    st.write("### 📌 Explanation Rules for this example:")
     st.table(df_explanation)
 
 
@@ -121,7 +123,7 @@ def main():
         label="Select the sample index to explain:",
         min_value=0,
         max_value=len(X_test) - 1,  # Ensures the index is within range
-        value=1,  # Default value
+        value=100,  # Default value
         step=1,  # Step size
         help=prompt_params.EXAMPLE_BE_EXPLAINED_IDX,
     )