Update app.py

app.py

@@ -30,9 +30,9 @@ def encode_categorical_columns(df):
     df = pd.get_dummies(df, columns=nominal_columns, drop_first=True)
 
     return df
-def predict_performance(Location, Course,Faculty, College,Source, Event, Presenter, Visited_Parent, 
+def predict_performance(Location, Course, Faculty, College, Source, Event, Presenter, Visited_Parent, 
                        Visited_College_for_Inquiry, Attended_Any_Event, College_Fee, GPA, Year):
-    input_data = [Location, Course, Faculty, Source, Event, Presenter, Visited_Parent,
+    input_data = [Location, Course, Faculty, College, Source, Event, Presenter, Visited_Parent,
                   Visited_College_for_Inquiry, Attended_Any_Event, College_Fee, GPA, Year]
 
     # Updated feature names to use spaces instead of underscores to match training data
@@ -85,6 +85,7 @@ iface = gr.Interface(
                  "BA (Hons) Accounting & Finance", 
                  "BA (Hons) Business Administration"], label="Course"),
         gr.Radio(["Science", "Management", "Humanities"], label="Faculty"),
+        gr.Radio(["Trinity", "CCRC", "KMC", "SOS", "ISMT", "St. Xavier's", "Everest", "Prime"], label="College"),
         gr.Radio(["Event", "Facebook", "Instagram", "Offline", "Recommendation"], label="Source"),
         gr.Radio(["New Year", "Dashain", "Orientation", "Fresher's Party", 
                  "Holi Festival", "Welcome Ceremony"], label="Event"),
@@ -93,10 +94,10 @@ iface = gr.Interface(
         gr.Radio(["Yes", "No"], label="Visited Parent"),
         gr.Radio(["Trinity", "CCRC", "KMC", "SOS", "ISMT", "St. Xavier's", "Everest", "Prime"], label="College"),
         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(["Yes", "No"], label="Visited Parent")
+        gr.Number(label="College Fee"),
+        gr.Number(label="GPA"),
+        gr.Number(label="Year")
     ],
     outputs="text",
     title="Chance of Student Admission",