Athletics News Unlocking the Secrets of the 50-Mile Ultramarathon with a Breakthrough XGBoost Prediction ModelBy Noah RodriguezAugust 19, 2025A new study in Scientific Reports employs an XGBoost model to analyze performance factors in 50-mile ultramarathons. The predictive approach offers fresh insights into endurance racing strategies and outcomes.