From: Automated prediction of HIV drug resistance from genotype data
RF Regression | KNN Regression | |||
---|---|---|---|---|
R2 values | R2 values | |||
mean | stddev | mean | stddev | |
AZT | 0.881 | 0.040 | 0.816 | 0.051 |
DDI | 0.924 | 0.116 | 0.960 | 0.011 |
D4T | 0.974 | 0.023 | 0.918 | 0.055 |
3TC | 0.989 | 0.002 | 0.968 | 0.002 |
ABC | 0.773 | 0.188 | 0.785 | 0.135 |
TDF | 0.964 | 0.008 | 0.903 | 0.034 |