so close, app updated

app.py

@@ -39,7 +39,10 @@ def predict_outcome(*inputs):
     
     # Predict using the model
     prediction = rf_model.predict(input_df)[0]
-    return "High Risk" if prediction == 1 else "Low Risk"
+    prediction_label = "High Risk" if prediction == 1 else "Low Risk"
+    
+    # Display input values for debugging
+    return prediction_label, input_data
 
 # Build Gradio interface
 inputs = [
@@ -49,12 +52,17 @@ inputs = [
     gr.Radio(radio_options, label=feature) for feature in categorical_features
 ]
 
+outputs = [
+    gr.Textbox(label="Prediction"),
+    gr.JSON(label="Input Values (Debugging)")
+]
+
 interface = gr.Interface(
     fn=predict_outcome,
     inputs=inputs,
-    outputs="text",
-    title="Health Risk Prediction",
-    description="Predicts health risks based on input parameters using the trained model."
+    outputs=outputs,
+    title="Health Risk Prediction with Debugging",
+    description="Predicts health risks based on input parameters using the trained model. Includes input values for debugging."
 )
 
 # Launch the app