diff --git a/docs/source/tutorials/example5.rst b/docs/source/tutorials/example5.rst
index 0cb6c853b5cd49bd5e61d24f1003a638c48e0168..97de4c7d800b8530ab75b33149f99f5b6bb37808 100644
--- a/docs/source/tutorials/example5.rst
+++ b/docs/source/tutorials/example5.rst
@@ -93,7 +93,7 @@ An example of method can be :
 
     def get_interpretation(self, directory, base_file_name, y_test,
                            multiclass=False):
-        interpret_string = "Algo is a very relevant algorithm that used all the features to classifiy"
+        interpret_string = "Algo is a very relevant algorithm that used all the features to classify"
         # Save a figure in os.path.join(directory, base_file_name+figure_name.png")
         return interpretString