Random forest model
The random forest method resulted in a model which predicts the chance
of re-intervention within two years after EA with an AUC of 0.63 (95%
CI 0.54-0.71). An AUC of 0.65 (95% CI 0.56-0.74) was achieved after
optimization of this model (Figure 4).