Properly setting the parameters for XGBoost can give increased model accuracy/performance. This is a very important technique for both Kaggle competitions and data science in general. In this video I will show how I automated one popular technique for XGBoost.
Code is here: https://github.com/jeffheaton/jh-kaggle-util