Update app.py

app.py

@@ -37,18 +37,17 @@ def predict_employee_status(satisfaction_level, last_evaluation, number_project,
     if department in departments:
         department_features[f"department_{department}"] = 1
 
-    # Prepare the input with all 18 features as a DataFrame with column names
+    # Prepare the input with all 17 features as a DataFrame with column names
     input_data = {
         "satisfaction_level": [satisfaction_level],
         "last_evaluation": [last_evaluation],
         "number_project": [number_project],
-        "average_montly_hours": [average_monthly_hours],
+        "average_monthly_hours": [average_monthly_hours],
         "time_spend_company": [time_spent_company],
         "Work_accident": [work_accident],
         "promotion_last_5years": [promotion_last_5years],
         "salary": [salary],
-        **department_features,
-        "satisfaction_evaluation": [satisfaction_level * last_evaluation]
+        **department_features
     }
 
     input_df = pd.DataFrame(input_data)