Update app.py

app.py

@@ -75,13 +75,14 @@ def gradio_interface(velocity, temperature, precipitation, humidity):
         contamination_predictions, gradients_predictions = predict_new_values(input_data)
         print(f"Contamination Predictions: {contamination_predictions}")
         print(f"Gradients Predictions: {gradients_predictions}")
-        return (
-            [f"{val * 100:.2f}%" if val != "Error" else "Error" for val in contamination_predictions],
-            [f"{val:.2f}" if val != "Error" else "Error" for val in gradients_predictions]
-        )
+        
+        # Flatten the results into a single list of 12 outputs
+        combined_outputs = [f"{val * 100:.2f}%" if val != "Error" else "Error" for val in contamination_predictions] + \
+                           [f"{val:.2f}" if val != "Error" else "Error" for val in gradients_predictions]
+        return combined_outputs
     except Exception as e:
         print(f"Error in Gradio interface: {e}")
-        return (["Error"] * 6, ["Error"] * 6)
+        return ["Error"] * 12
 
 inputs = [
     gr.Slider(minimum=0, maximum=100, value=50, step=0.05, label="Velocity (mph)"),