How to Handle Missing Values in XGBoost Without Imputation
A beginner-friendly guide to fitting XGBoost directly on incomplete numeric features, understanding its learned missing branches, and testing that route against two imputation pipelines on synthetic sensor data.
July 15, 2026 in Python, Machine Learning by Mehdi Lotfinejad13 minutes