diff --git a/demo/kaggle-higgs/README.md b/demo/kaggle-higgs/README.md
index a3c208002..b3db23266 100644
--- a/demo/kaggle-higgs/README.md
+++ b/demo/kaggle-higgs/README.md
@@ -16,5 +16,6 @@ make
 
 
 
-
+Speed
+=====
 speedtest.py compares xgboost's speed on this dataset with sklearn.GBM