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Table 2 AUCmax per reference model, HNSCC cohort

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

  Reference model
  LR CART SV NN RF
LR 0.797 0.745 0.803 0.802 0.880
CART 0.730 0.748 0.749 0.728 0.822
SVM 0.787 0.740 0.814 0.802 0.898
NN 0.785 0.744 0.800 0.804 0.869
RF 0.784 0.747 0.810 0.810 0.929
  1. Bold numbers are for model performance when the underlying model was specified according to the modelling technique considered.