diff --git a/hermione/module_templates/__IMPLEMENTED_BASE__/src/ml/analysis/feature_selection.py b/hermione/module_templates/__IMPLEMENTED_BASE__/src/ml/analysis/feature_selection.py
index 4b3a7bf..bbdc7f0 100644
--- a/hermione/module_templates/__IMPLEMENTED_BASE__/src/ml/analysis/feature_selection.py
+++ b/hermione/module_templates/__IMPLEMENTED_BASE__/src/ml/analysis/feature_selection.py
@@ -310,8 +310,6 @@ def transform(self, df: pd.DataFrame):
         if not self.fitted:
             raise Exception("Not yet trained.")
 
-        
-        #return self.selection.transform(df)
         return df[self.selected_columns]
     
     def inverse_transform(self, df: pd.DataFrame):
@@ -330,8 +328,6 @@ def inverse_transform(self, df: pd.DataFrame):
         """
         pass
 
-        #return df
-
     @staticmethod
     def mean_abs_diff(X, y=None):
         """