Bagging survival Predictions
The RF is a tree-based algorithm,
which involves the computation of hundreds to thousands of Decision Trees (DT);
the method merges the DT output to increase the model's generalizability
The intra-hospital death probabilities may be calculated
defining in the left side panel the specific levels of predictors.
Computations have been performed using the caret package in R (version 4.0.1)
1. Kuhn, M. (2015). Caret: classification and regression training. ascl, ascl-1505.
2. Team, R. C. (2015). R Foundation for Statistical Computing; Vienna, Austria: 2014. R: A language and environment for statistical computing, 2013.