Table 13 Accuracy (%) compared to other methods for HIV-1 PR inhibitors.
From: Prediction of HIV drug resistance from genotype with encoded three-dimensional protein structure
| Â | ATV | NFV | IDV | LPV | SQV | TPV |
|---|---|---|---|---|---|---|
HIV-grade | 84.7 | 81.2 | 85.1 | 80.5 | 80.2 | 72.8 |
ANRS | N/A | 78.1 | 85.1 | 87.0 | N/A | 59.7 |
HIVdb | N/A | 83.4 | N/A | 83.9 | N/A | 76.8 |
Rega | 84.4 | 82.2 | 85.6 | 84.0 | 69.3 | N/A |
SVM | 95.5 | 96.0 | 94.6 | 96.2 | 94.6 | 96.1 |
ANN | 95.8 | 94.4 | 93.4 | 96.3 | 95.7 | 95.1 |
Sparse dictionary | 97.3 | 94.6 | 96.9 | 97.4 | 97.0 | 99.0 |