scikit-learn
diff --git a/‎sklearn/ensemble/_weight_boosting.py
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@@ -482,6 +482,10 @@ class AdaBoostClassifier(
     For a detailed example of using AdaBoost to fit a sequence of DecisionTrees
     as weaklearners, please refer to
     :ref:`sphx_glr_auto_examples_ensemble_plot_adaboost_multiclass.py`.
+
+    For a detailed example of using AdaBoost to fit a non-linearly seperable
+    classification dataset composed of two Gaussian quantiles clusters, please
+    refer to :ref:`sphx_glr_auto_examples_ensemble_plot_adaboost_twoclass.py`.
     """
 
     # TODO(1.6): Modify _parameter_constraints for "algorithm" to only check