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Table 3 AUCmax per reference model, TBI cohort

From: Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints

  Reference model
  LR CART SVM NN RF
LR 0.806 0.712 0.743 0.762 0.817
CART 0.710 0.702 0.676 0.652 0.684
SVM 0.754 0.677 0.765 .0765 0.838
NN 0.800 0.701 0.746 0.802 0.828
RF 0.744 0.685 0.750 0.776 0.988
  1. Bold numbers are for model performance when the underlying model was specified according to the modelling technique considered.