Table 7 Classification using RF for resistance to PIs
From: Automated prediction of HIV drug resistance from genotype data
SQV | LPV | FPV | DRV | ATV | NFV | TPV | IDV | |
|---|---|---|---|---|---|---|---|---|
Accuracy | 0.984 | 0.988 | 0.981 | 0.992 | 0.986 | 0.988 | 0.988 | 0.989 |
stddev | 0.002 | 0.003 | 0.003 | 0.004 | 0.002 | 0.002 | 0.004 | 0.001 |
Sensitivity | 0.983 | 0.986 | 0.977 | 0.993 | 0.988 | 0.987 | 0.987 | 0.987 |
stddev | 0.002 | 0.004 | 0.005 | 0.004 | 0.005 | 0.004 | 0.007 | 0.003 |
Specificity | 0.986 | 0.989 | 0.984 | 0.992 | 0.984 | 0.99 | 0.988 | 0.99 |
stddev | 0.003 | 0.004 | 0.001 | 0.004 | 0.002 | 0.003 | 0.002 | 0.002 |
Run time | 3.6 | 3.8 | 4.0 | 2.2 | 4 | 4.6 | 2.9 | 4.3 |