Table 2.
Measurement | SKF-LDA | RWRlncD31 | LRLSLDA28 | SIMCLDA30 | BRWLDA32 |
---|---|---|---|---|---|
AUC | 0.9049 | 0.6448 | 0.8349 | 0.8298 | 0.8024 |
AUPR | 0.4082 | 0.0808 | 0.3343 | 0.2555 | 0.3068 |
Sp = 99% | |||||
PRE | 0.4884 | 0.1076 | 0.4472 | 0.3539 | 0.4413 |
Sensitivity | 0.3519 | 0.0444 | 0.2982 | 0.2019 | 0.2926 |
Accuracy | 0.9732 | 0.9651 | 0.9718 | 0.9692 | 0.9716 |
F1-score | 0.5206 | 0.0851 | 0.4593 | 0.3359 | 0.4527 |
MCC | 0.4013 | 0.0532 | 0.3513 | 0.2526 | 0.3455 |
Sp = 95% | |||||
PRE | 0.2407 | 0.1293 | 0.2283 | 0.2037 | 0.2100 |
Sensitivity | 0.5852 | 0.2741 | 0.5463 | 0.4722 | 0.4907 |
Accuracy | 0.9404 | 0.9321 | 0.9393 | 0.9374 | 0.9379 |
F1-score | 0.7383 | 0.4302 | 0.7066 | 0.6415 | 0.6584 |
MCC | 0.3501 | 0.1563 | 0.3271 | 0.2823 | 0.2937 |