diff --git a/doc/guide.rst b/doc/guide.rst
index b1badb42eb543cbd1ef138a45979dfc19602b96f..0857f3490d17698263232ce8a811c9c52bca91cc 100644
--- a/doc/guide.rst
+++ b/doc/guide.rst
@@ -46,7 +46,7 @@ of these statistics is provided by :py:attr:`bob.db.iris.stat_names`.
 Classifying the Iris Flowers with LDA
 -------------------------------------
 
-As an exemplary use case, we provide a script ``./bin/iris_lda.py`` that computes a Linear Discriminant Analysis (LDA) using the :py:class:`bob.learn.linear.FisherLDATrainer` using all data vectors.
+As an exemplary use case, we provide a script ``iris_lda.py`` that computes a Linear Discriminant Analysis (LDA) using the :py:class:`bob.learn.linear.FisherLDATrainer` using all data vectors.
 Afterward, it classifies all training data and plots histograms of the data projected on the first LDA component.
 A detailed explanation of this example script is given :ref:`here <iris_example>`.