Table 3 Regression on predicted resistance for four NNRTIs
From: Automated prediction of HIV drug resistance from genotype data
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 |