Algorithm | ACC | F1 | PPV | TPR | AUC |
---|---|---|---|---|---|
RF | 0.774 | 0.767 | 0.765 | 0.773 | 0.97 |
MLP | 0.791 | 0.782 | 0.784 | 0.789 | 0.98 |
XGBoost | 0.780 | 0.776 | 0.775 | 0.779 | 0.98 |
LightGBM | 0.781 | 0.777 | 0.777 | 0.780 | 0.98 |
LR | 0.792 | 0.777 | 0.779 | 0.791 | 0.98 |
NB | 0.675 | 0.649 | 0.686 | 0.674 | 0.95 |
k-NN | 0.749 | 0.727 | 0.744 | 0.748 | 0.95 |
QDA | 0.806 | 0.791 | 0.810 | 0.805 | 0.92 |