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. 2025 Mar 10;26:80. doi: 10.1186/s12859-025-06093-5

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