Survival Analysis, Data Science, Xgboost, Hands On Tutorials, Explore.
XGBoost, which is used as a feature transformer. Each logistic regression predicts survival at different user-defined time windows. The predictions are then composed to form a survival curve. Image by author. The naive approach tends to give biased survival curves, due to the removal of censored