redeploy

prediction.py

@@ -21,10 +21,14 @@ def get_user_input(numeric_columns, categorical_columns):
         if col in categorical_columns:
             inputs[col] = st.selectbox(col, [0, 1])
         else:
-            # Menggunakan np.expm1 untuk membalikkan transformasi log untuk tampilan dan input
+            # Using np.expm1 to reverse the log transformation for display and input
             default_val = np.expm1(50.0) if col != 'time' else 50.0
             inputs[col] = np.log1p(st.number_input(col, value=default_val))
-    return pd.DataFrame([inputs])
+    user_df = pd.DataFrame([inputs])
+    
+    # Ensure the columns are in the expected order
+    return user_df[numeric_columns + categorical_columns]
+
 
 def main():
     st.title("Prediksi Gagal Jantung")