TABLE 4.
Feature coding methods based on the independent test dataset (benchmark dataset 1).
| Encoding | Sn | SP | Acc | MCC | AUC |
|---|---|---|---|---|---|
| One-hot | 0.6477 | 0.9603 | 0.9359 | 0.5781 | 0.9644 |
| NCP | 0.7176 | 0.9544 | 0.9359 | 0.6061 | 0.9646 |
| One-hot + NCP | 0.7396 | 0.9522 | 0.9356 | 0.6598 | 0.9666 |
The highest value for each evaluation metric is highlighted in bold.