Algorithm | ACC | F1 | PPV | TPR | AUC |
---|---|---|---|---|---|
RF | 0.764 | 0.761 | 0.755 | 0.768 | 0.97 |
MLP | 0.742 | 0.733 | 0.730 | 0.748 | 0.98 |
XGBoost | 0.757 | 0.756 | 0.753 | 0.761 | 0.98 |
LightGBM | 0.757 | 0.757 | 0.754 | 0.761 | 0.98 |
LR | 0.525 | 0.506 | 0.497 | 0.532 | 0.94 |
NB | 0.445 | 0.411 | 0.444 | 0.448 | 0.90 |
k-NN | 0.753 | 0.741 | 0.751 | 0.759 | 0.96 |
QDA | 0.701 | 0.678 | 0.674 | 0.704 | 0.95 |