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

Table 3.

Regression on predicted resistance for four NNRTIs

RF Regression KNN Regression
R2 values R2 values
mean stddev mean stddev
EFV 0.985 0.008 0.980 0.009
NVP 0.995 0.001 0.986 0.001
ETR 0.955 0.022 0.929 0.020
RPV 0.937 0.022 0.895 0.044