Update app.py

app.py

@@ -81,15 +81,11 @@ def predict_performance(Location, College_Fee, GPA, Year, Course_Interested, Col
     # print(f"Raw prediction: {prediction}")
     # prediction_probability = 1 / (1 + np.exp(-prediction))
     # print(f"Probability: {prediction_probability}")
-    # prediction_percentage = prediction_probability * 100
-    # print(f"Percentage: {prediction_percentage}")
+    prediction_percentage = prediction_probability * 100
+    print(f"Percentage: {prediction_percentage}")
     
-    # return f"Chance of Admission: {prediction_percentage:.1f}%"
+    return f"Chance of Admission: {prediction_percentage:.1f}%"
 
-        # Make predictions using the loaded model
-    prediction = model.predict(scaled_input)[0]
-    
-    return f"Predicted House Price: ${prediction:,.2f}"
  
 iface = gr.Interface(
     fn=predict_performance,