Survival Analysis, Data Science, Xgboost, Hands On Tutorials, Explore.
aft_loss_distribution_scale choice. Visually, the comparison of the average model predictions to a Kaplan Meier yields much better results: XGBSE outputs a full survival curve and it is much more stable than vanilla XGBoost, its average prediction being fairly close to the unbiased KM estimator.