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

Parikh and colleagues developed, validated and compared three machine learning algorithms — logistic regression, random forest and gradient boosting — to predict 6-month mortality based on ...