Table 2.
Comparison of misclassification rates (percentages) for our ANN approach, Stanford HIVdb and SHIVA
| ARVs | ANN | HIVdb | SHIVA | |
|---|---|---|---|---|
| PIs | ATV | 26.61 | 28.57 | 84.53 |
| DRV | 2.98 | 22.57 | 32.41–53.49 | |
| FPV | 16.08 | 36.97 | 67.0–79.74 | |
| IDV | 34.29 | 26.19 | 81.92 | |
| LPV | 9.79 | 36.82 | 68.05–83.51 | |
| NFV | 25.23 | 20.36 | 80.84 | |
| SQV | 30.37 | 38.75 | 67.25–88.16 | |
| TPV | 9.07 | 39.88 | unavailable | |
| NRTIs | 3TC | 3.87 | 12.09 | 90.21 |
| ABC | 6.53 | 33.78 | 50.76–72.25 | |
| AZT | 36.19 | 29.88 | 90.38 | |
| D4T | 7.31 | 44.07 | 79.15 | |
| DDI | 8.05 | 57.52 | 34.14–92.44 | |
| TDF | 5.39 | 37.2 | 37.36–66.53 | |
| NNRTIs | EFV | 16.08 | 21.05 | 81.32 |
| ETR | 6.58 | 13.21 | unavailable | |
| NVP | 24.87 | 9.4 | 73.97 | |
| RPV | 1.55 | 24.99 | 8.33 | |