Table 5.
EdeepVPP leave-one-out evaluation performance on novel human serum metagenomic contig dataset
Left out sample set | 2014_G7 | 2014_G6 | 2014_G5 | 2014_G1 | 2011_G5 | Average |
---|---|---|---|---|---|---|
ViraMiner test AUC-ROC | 0.86 | 0.92 | 0.96 | 0.89 | 0.95 | 0.91 |
EdeepVPP test AUC-ROC | 0.9771 | 0.9912 | 0.9910 | 0.9932 | 0.9603 | 0.9825 |
EdeepVPP test AUC-PR | 0.9715 | 0.9892 | 0.9860 | 0.9921 | 0.9515 | 0.9780 |