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[1] package in R[2] (version 4.0.1)

References

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.