Table 4  AUCmax per reference model, CHIP cohort
Reference model
LR CART SVM NN RF
LR 0.786 0.572 0.607 0.782 0.903
CART 0.562  0.578 0.580 0.500 0.666
SVM 0.584 0.560  0.615 0.616 0.871
NN 0.758 0.564 0.589  0.791 0.856
RF 0.728 0.579 0.594 0.755  0.916
Bold numbers are for model performance when the underlying model was specified according to the modelling technique considered.