| AUC | SEN | F1 | SPE | PPV | NPV |
---|---|---|---|---|---|---|
RF | 0.798 | 0.822 | 0.588 | 0.672 | 0.896 | 0.522 |
LR | 0.820 | 0.810 | 0.611 | 0.729 | 0.912 | 0.526 |
SVM | 0.781 | 0.777 | 0.558 | 0.685 | 0.895 | 0.470 |
NET | 0.818 | 0.789 | 0.601 | 0.743 | 0.914 | 0.505 |
ELM | 0.811 | 0.806 | 0.573 | 0.671 | 0.894 | 0.500 |
KNN | 0.738 | 0.707 | 0.492 | 0.657 | 0.877 | 0.393 |
NB | 0.796 | 0.851 | 0.587 | 0.629 | 0.888 | 0.550 |
ADAB | 0.748 | 0.777 | 0.506 | 0.599 | 0.870 | 0.437 |
LOG | 0.811 | 0.810 | 0.610 | 0.729 | 0.912 | 0.526 |
LDA | 0.820 | 0.793 | 0.588 | 0.714 | 0.906 | 0.500 |