Update app.py

app.py

@@ -29,32 +29,26 @@ def encode_categorical_columns(df):
     return df
 
 # Define the prediction function
-def predict_performance(Location, College_Fee, GPA, Year, Course_Interested, College,
-    Faculty, Source, visited_college_for_inquiry_only, attended_event_name,
-    attended_any_events, Presenter, visited_with_parents):
+def predict_performance(Location,Course,College,Faculty,Source,Event,Presenter,Visited Parent,Visited College for Inquiry,Attended Any Event,College Fee,GPA,Year):
     
     # Debug print 1: Print all input values
     print("\nInput Values:")
     print(f"Location: {Location}")
-    print(f"College_Fee: {College_Fee}")
+    print(f"College Fee: {College_Fee}")
     print(f"GPA: {GPA}")
     print(f"Year: {Year}")
-    print(f"Course_Interested: {Course_Interested}")
+    print(f"Course: {Course_Interested}")
     print(f"Faculty: {Faculty}")
     print(f"Source: {Source}")
-    print(f"Visited for inquiry: {visited_college_for_inquiry_only}")
-    print(f"Event name: {attended_event_name}")
-    print(f"Attended events: {attended_any_events}")
+    print(f"Visited College for Inquiry: {visited_college_for_inquiry_only}")
+    print(f"Event : {attended_event_name}")
+    print(f"Attended Any vents: {ttended any_events}")
     print(f"Presenter: {Presenter}")
     print(f"Visited with parents: {visited_with_parents}")
 
-    input_data = [[Location, College_Fee, GPA, Year, Course_Interested, College,
-        Faculty, Source, visited_college_for_inquiry_only, attended_event_name,
-        attended_any_events, Presenter, visited_with_parents]]
+    input_data = [Location,Course,College,Faculty,Source,Event,Presenter,Visited Parent,Visited College for Inquiry,Attended Any Event,College Fee,GPA,Year
 
-    feature_names = ["Location", "College_Fee", "GPA", "Year", "Course_Interested", "College",
-        "Faculty", "Source", "visited_college_for_inquiry_only", "attended_event_name",
-        "attended_any_events", "Presenter", "visited_with_parents"]
+    feature_names = ["Location", "Course", "College", "Faculty", "Source", "Event", "Presenter", "Visited Parent", "Visited College for Inquiry", "Attended Any Event", "College Fee", "GPA", "Year"]
     
     input_df = pd.DataFrame(input_data, columns=feature_names)