Table 14 Accuracy (%) compared to other methods for HIV-1 RT NRTIs.
From: Prediction of HIV drug resistance from genotype with encoded three-dimensional protein structure
| Â | 3TC | ABC | AZT | D4T | DDI | TDF |
|---|---|---|---|---|---|---|
HIV-grade | 91.5 | 89.7 | 94.6 | 88.1 | 89.7 | 80.7 |
ANRS | 92.0 | 83.9 | 94.4 | 87.7 | 73.3 | 72.7 |
HIVdb | 94.3 | 95.0 | 94.5 | 86.2 | 87.6 | 79.7 |
Rega | 95.9 | 86.0 | 94.0 | 92.2 | 88.3 | 73.8 |
SVM | 98.7 | 98.1 | 98.4 | 99.2 | 96.5 | 97.5 |
ANN | 98.2 | 98.4 | 98.7 | 98.3 | 96.5 | 97.0 |
Sparse dictionary | 91.8 | 91.5 | 93.2 | 87.9 | 81.6 | 85.2 |