Table 4.
Ablation experiment
| Dataset | Species number | SN | SP | PPV | NPV | F | ACC |
|---|---|---|---|---|---|---|---|
| Yeast | Initial scores yeast | 0.5578 | 0.8416 | 0.5114 | 0.8649 | 0.5336 | 0.7766 |
| One species | 0.5536 | 0.8403 | 0.5075 | 0.8636 | 0.5295 | 0.7746 | |
| Two species(yeast fruitfly) | 0.5587 | 0.8418 | 0.5122 | 0.8652 | 0.5344 | 0.7769 | |
| Two species(yeast human) | 0.5501 | 0.8393 | 0.5043 | 0.8626 | 0.5262 | 0.7730 | |
| Three species(MLPR) | 0.5724 | 0.8459 | 0.5247 | 0.8694 | 0.5475 | 0.7832 | |
| Fruitfly | Initial scores fruitfly | 0.2880 | 0.9128 | 0.1825 | 0.9499 | 0.2234 | 0.8732 |
| One species | 0.2860 | 0.9126 | 0.1812 | 0.9498 | 0.2219 | 0.8729 | |
| Two species (fruitfly yeast) | 0.2880 | 0.9128 | 0.1825 | 0.9499 | 0.2234 | 0.8732 | |
| Two species (fruitfly human) | 0.2860 | 0.9126 | 0.1812 | 0.9498 | 0.2219 | 0.8729 | |
| Three species (MLPR) | 0.3043 | 0.9139 | 0.1928 | 0.9510 | 0.2360 | 0.8752 | |
| Human | Initial scores human | 0.6793 | 0.8120 | 0.6399 | 0.8374 | 0.6591 | 0.7683 |
| One species | 0.6826 | 0.8136 | 0.6430 | 0.8390 | 0.6622 | 0.7704 | |
| Two species (human yeast) | 0.6829 | 0.8138 | 0.6433 | 0.8392 | 0.6625 | 0.7706 | |
| Two species (human fruitfly) | 0.6845 | 0.8146 | 0.6448 | 0.8400 | 0.6641 | 0.7717 | |
| Three species (MLPR) | 0.6862 | 0.8154 | 0.6464 | 0.8409 | 0.6657 | 0.7728 |