Update app.py

app.py

@@ -13,11 +13,11 @@ df.columns = df.columns.str.strip().str.replace(" ", "_").str.replace("-", "_")
 
 # Define features
 feature_cols = [
-    "Weighted_GPA", "Term_GPA", "Class_Grade",
-    "Field_Average_Percent", "Category_Weight", "Category_Average",
-    "Study_Quality", "Study_Hours", "HW_Hour", "ECS", "Confidence",
-    "Procrastination", "Participation", "Attendance",
-    "Teacher_Experience", "Workday_Positivity", "Incentive", "Field_Proficiency"
+    "Weighted_", "Credits_Ea", "AP", "Honors",
+    "Teacher_Experience", "Study_Hours", "Confidence", "Procrastination",
+    "Field_Average_F", "Study_Quality", "HW_Hour", "Participation",
+    "Attendance", "Workday_Positivity", "Incentive", "Field_Proficiency"
+]
 
 # Make sure columns are numeric
 for col in feature_cols: