Table 5.
Comparison of different encoding methods based on independent test dataset.
Encoding | Sn | Sp | Acc | MCC | AUC |
---|---|---|---|---|---|
C2 | 0.7572 | 0.5435 | 0.6504 | 0.3078 | 0.7264 |
NCP+ND | 0.9257 | 0.7011 | 0.8134 | 0.6433 | 0.9018 |
C2+NCP+ND | 0.8623 | 0.7971 | 0.8297 | 0.6608 | 0.9036 |
One-hot+NCP+ND | 0.8768 | 0.7772 | 0.8270 | 0.6573 | 0.9042 |