Update app.py

app.py

@@ -85,31 +85,35 @@ def predict_performance(Location, Course, College, Faculty, Source, Event, Prese
     
     return f"Chance of Admission: {prediction:.1f}"
 
+# Create Gradio interface
 # Create Gradio interface
 iface = gr.Interface(
     fn=predict_performance,
     inputs=[
         gr.Radio(["Kathmandu", "Bhaktapur", "Lalitpur", "Kritipur"], label="Location"),
-        gr.Slider(minimum=1000000, maximum=1700000, label="College Fee"),
-        gr.Slider(minimum=2, maximum=3, label="GPA"),  # Fixed GPA input
-        gr.Slider(minimum=2019, maximum=2025, step=1, label="Year"),
         gr.Radio(["MSc IT & Applied Security", "BSc (Hons) Computing", "BSc (Hons) Computing with Artificial Intelligence", 
                  "BSc (Hons) Computer Networking & IT Security", "BSc (Hons) Multimedia Technologies", "MBA", 
                  "BA (Hons) Accounting & Finance", "BA (Hons) Business Administration"], label="Course"),
+        gr.Radio(["Yes", "No"], label="College"),  # Add appropriate options for College
         gr.Radio(["Science", "Management", "Humanities"], label="Faculty"),
         gr.Radio(["Event", "Facebook", "Instagram", "Offline", "Recommendation"], label="Source"),
-        gr.Radio(["Yes", "No"], label="Visited College for Inquiry"),
         gr.Radio(["New Year", "Dashain", "Orientation", "Fresher's Party", "Holi Festival", "Welcome Ceremony"], 
                  label="Event"),
-        gr.Radio(["Yes", "No"], label="Attended Any Event"),
         gr.Radio(["Ram", "Gita", "Manish", "Shyam", "Raj", "Hari", "Rina", "Shree"], label="Presenter"),
-        gr.Radio(["Yes", "No"], label="Visited Parent")
+        gr.Radio(["Yes", "No"], label="Visited Parent"),
+        gr.Radio(["Yes", "No"], label="Visited College for Inquiry"),
+        gr.Radio(["Yes", "No"], label="Attended Any Event"),
+        gr.Slider(minimum=1000000, maximum=1700000, step=1000, label="College Fee"),
+        gr.Slider(minimum=2.0, maximum=3.0, step=0.1, label="GPA"),
+        gr.Slider(minimum=2019, maximum=2025, step=1, label="Year")
     ],
     outputs="text",
     title="Chance of Student Admission",
     description="Predict the chances of a student's admission based on various inputs."
 )
 
+
+
 # Run the app
 if __name__ == "__main__":
     iface.launch(share=True)