Update app.py

app.py

@@ -413,6 +413,10 @@ def predict_inverse(antimicrobial_activity_target, request: gr.Request):
     optimized_x = pd.DataFrame.from_dict(best_params)
     optimized_x[numerical_columns] = minmax_scaler_inputs.inverse_transform(optimized_x[numerical_columns])
 
+    for column in optimized_x.columns:
+    if column in one_hot_mapping:
+        optimized_x.loc[0, column] = one_hot_mapping[column][int(optimized_x.loc[0, column])]
+
     return optimized_x