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 |