diff --git a/demo/kaggle-higgs/README.md b/demo/kaggle-higgs/README.md
index 2736b1326..ffd140d0a 100644
--- a/demo/kaggle-higgs/README.md
+++ b/demo/kaggle-higgs/README.md
@@ -7,4 +7,4 @@ run ./run.sh
 you need to compile xgboost python model in ../../python
 
 
-speedtest.py compares xgboost's speed on this dataset with sklearn
+speedtest.py compares xgboost's speed on this dataset with sklearn.GBM