diff --git a/R-package/demo/README.md b/R-package/demo/README.md
index be08ee54f..5ee1aa797 100644
--- a/R-package/demo/README.md
+++ b/R-package/demo/README.md
@@ -1,6 +1,7 @@
 XGBoost R Feature Walkthrough
 ====
-* [Basic walkthrough of wrappers](basic_walkthrough.R) 
+* [Basic walkthrough of wrappers](basic_walkthrough.R)
+* [Train a xgboost model from caret library](caret_wrapper.R)
 * [Cutomize loss function, and evaluation metric](custom_objective.R)
 * [Boosting from existing prediction](boost_from_prediction.R)
 * [Predicting using first n trees](predict_first_ntree.R)