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Table 5 Classification using KNN for resistance to NRTIs

From: Automated prediction of HIV drug resistance from genotype data

 

AZT

DDI

D4T

3TC

ABC

TDF

Accuracy

0.988

0.989

0.991

0.992

0.990

0.986

stddev

0.002

0.001

0.001

0.001

0.001

0.002

Sensitivity

0.984

0.986

0.989

0.988

0.988

0.985

stddev

0.003

0.001

0.002

0.002

0.001

0.002

Specificity

0.991

0.991

0.993

0.995

0.991

0.986

stddev

0.002

0.001

0.001

0.001

0.002

0.003

Run time

98.5

142.7

144.7

143.1

166.3

56.1