Table 4.
Comparison of different encoding methods based on 10-fold cross-validation of the training dataset.
Encoding | Sn | Sp | Acc | MCC | AUC |
---|---|---|---|---|---|
C2 | 0.7615 | 0.5549 | 0.6581 | 0.3242 | 0.7183 |
NCP+ND | 0.8354 | 0.7527 | 0.7921 | 0.5903 | 0.8737 |
C2+NCP+ND | 0.8319 | 0.7726 | 0.8007 | 0.6064 | 0.8774 |
One-hot+NCP+ND | 0.8564 | 0.7618 | 0.7937 | 0.5943 | 0.8746 |