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Table 1 Regression on predicted resistance for eight PR inhibitors

From: Automated prediction of HIV drug resistance from genotype data

  RF Regression KNN Regression
R2 values R2 values
  mean stddev mean stddev
SQV 0.858 0.034 0.719 0.042
LPV 0.953 0.010 0.928 0.013
FPV 0.859 0.027 0.822 0.032
DRV 0.920 0.019 0.924 0.019
ATV 0.906 0.016 0.851 0.032
NFV 0.909 0.026 0.836 0.020
TPV 0.772 0.147 0.735 0.102
IDV 0.890 0.023 0.794 0.045