diff --git a/rabit-learn/README.md b/rabit-learn/README.md
index f320627d1..6f8245010 100644
--- a/rabit-learn/README.md
+++ b/rabit-learn/README.md
@@ -8,7 +8,7 @@ It also contain links to the Machine Learning packages that uses rabit.
 Toolkits
 ====
 * [KMeans Clustering](kmeans)
-* [Linear and Logistic Regression](liner)
+* [Linear and Logistic Regression](linear)
   
 * [XGBoost: eXtreme Gradient Boosting](https://github.com/tqchen/xgboost/tree/master/multi-node)
   - xgboost is a very fast boosted tree(also known as GBDT) library, that can run more than