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. 2026 Feb 3;17:1739720. doi: 10.3389/fgene.2026.1739720

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.