Table 2 Prediction performance of co-receptor usage models.
From: Genotypic Prediction of Co-receptor Tropism of HIV-1 Subtypes A and C
Subtype | Method | Sens | Spec | Acc | PPV | NPV | FPR | FDR | F1 | DOR |
---|---|---|---|---|---|---|---|---|---|---|
C | T-CUP | 91.07 | 98.60 | 97.59 | 91.07 | 98.61 | 1.39 | 8.93 | 91.07 | 513 |
g2p | 87.50 | 97.77 | 96.39 | 85.96 | 98.04 | 2.23 | 14.04 | 86.73 | 244 | |
PhenoSeq | 91.38 | 92.48 | 92.33 | 75.71 | 98.56 | 4.74 | 24.29 | 82.81 | 172 | |
X4R5 | 75.00 | 94.49 | 91.89 | 67.74 | 96.08 | 5.51 | 32.26 | 71.19 | 47 | |
SINSI | 71.43 | 98.90 | 95.23 | 90.91 | 95.73 | 1.10 | 9.09 | 80.00 | 174 | |
SINSI.C | 89.29 | 91.46 | 91.17 | 61.73 | 98.22 | 8.54 | 38.27 | 72.99 | 76 | |
Raymond | 89.29 | 99.45 | 98.09 | 96.15 | 98.37 | 0.55 | 3.85 | 92.59 | 879 | |
A | T-CUP | 18.18 | 96.32 | 55.39 | 84.44 | 51.69 | 3.68 | 15.56 | 29.92 | 5 |
g2p | 15.79 | 97.89 | 54.89 | 89.19 | 51.38 | 2.11 | 10.81 | 26.83 | 7 | |
Phenoseq | 17.70 | 94.74 | 54.39 | 78.72 | 51.14 | 5.26 | 21.28 | 28.91 | 4 | |
X4R5 | 15.31 | 93.94 | 53.56 | 72.73 | 51.24 | 6.06 | 27.27 | 25.30 | 3 | |
SINSI | 11.54 | 97.98 | 53.69 | 85.71 | 51.32 | 2.02 | 14.29 | 20.34 | 5 | |
SINSI.C | 37.80 | 58.59 | 47.91 | 49.07 | 47.15 | 41.41 | 50.93 | 42.70 | 1 | |
Raymond | 11.00 | 98.48 | 53.56 | 88.46 | 51.18 | 1.52 | 11.54 | 19.57 | 6 | |
Esbjörnsson | 13.40 | 99.49 | 55.28 | 96.55 | 52.12 | 0.51 | 3.45 | 23.53 | 16 |