TABLE 6.
Feature coding methods based on the independent test dataset (benchmark dataset 2).
| Encoding | Sn | SP | Acc | MCC | AUC |
|---|---|---|---|---|---|
| One-hot | 0.8680 | 0.9775 | 0.9635 | 0.8377 | 0.9883 |
| NCP | 0.8575 | 0.9796 | 0.9639 | 0.8380 | 0.9883 |
| One-hot + NCP | 0.8744 | 0.9787 | 0.9655 | 0.8461 | 0.9889 |
The highest value for each evaluation metric is highlighted in bold.