Table 1.
AUCs of our models with a fivefold cross-validation training strategy
Model category | Species | Feature no. | Partition 1 | Partition 2 | Partition 3 | Partition 4 | Partition 5 | Average |
---|---|---|---|---|---|---|---|---|
SaPS | All species | 8 | 0.881 | 0.853 | 0.856 | 0.865 | 0.855 | 0.862 |
hSaPS | Human | 8 | 0.921 | 0.88 | 0.871 | 0.859 | 0.858 | 0.878 |
hSaPS | Human | 10 | 0.988 | 0.95 | 0.898 | 0.896 | 0.889 | 0.924 |
PdPS | All species | 8 | 0.762 | 0.739 | 0.732 | 0.732 | 0.732 | 0.739 |
hPdPS | Human | 8 | 0.765 | 0.786 | 0.777 | 0.762 | 0.765 | 0.771 |
hPdPS | Human | 10 | 0.828 | 0.834 | 0.815 | 0.83 | 0.828 | 0.827 |