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Table 8 Classification using RF for resistance to NRTIs

From: Automated prediction of HIV drug resistance from genotype data

 

AZT

DDI

D4T

3TC

ABC

TDF

Accuracy

0.994

0.993

0.994

0.997

0.994

0.992

stddev

0.001

0.001

0.001

0.001

0.000

0.001

Sensitivity

0.994

0.993

0.993

0.997

0.994

0.99

stddev

0.002

0.001

0.002

0.001

0.001

0.003

Specificity

0.995

0.993

0.994

0.997

0.994

0.993

stddev

0.001

0.002

0.001

0.001

0.001

0.002

Run time

8.9

13.6

12.2

9.7

10.7

6.6