XGBoost is an open source machine learning library that implements optimized distributed gradient boosting algorithms. XGBoost uses parallel processing for fast performance, handles missing values ...

A newly designed, gradient-boosting machine learning model to predict clinical deterioration in pneumonia (CDiP) outperformed the pneumonia severity index (PSI) in predicting risk of in-hospital ...