Survival Analysis, Machine Learning, Kaplan Meier, Gradient Boosting.
Results To evaluate the models we used the Concordance Index, a metric that measures the model’s ability to rank subjects according to their survival times. We achieved a good level of C-index in both cases, but the Gradient Boosting Survival Analysis outperformed the Random Survival Forest.