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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