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. 2016 Aug 31;17(Suppl 8):278. doi: 10.1186/s12859-016-1114-6

Table 1.

Regression on predicted resistance for eight PR inhibitors

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