XGBoost is an open source machine learning library that implements optimized distributed gradient boosting algorithms ... of the nodes are organized in a flowchart structure.

It is “based on a proprietary algorithm for constructing models that differs from the standard gradient-boosting scheme.” “Categorical features support” in which your training results are ...