XGBoost Parameters, XGBoost Contributors, 2024 - Official documentation explaining early stopping parameters and usage in XGBoost.
Parameters (LightGBM), Microsoft and LightGBM Contributors, 2024 - Official documentation detailing early stopping parameters and their use in the LightGBM library.