title: XGBoost - select tree with the highest accuracy
body: <p>I need to visualize XGBoost's effects and I want to extract a single tree from it that has the highest accuracy on the test set. Is is built in in any way, or do I have to test by hand all of the trees? I'm using the Python version.</p>