XGBoost Predictions all the same
Make sure to pass the model an &quot;objective&quot; parameter and also use &quot;rmse&quot; for the &quot;eval_metric&quot; parameter.
https://github.com/dmlc/xgboost/blob/master/doc/parameter.rst