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Table 4 Classification using KNN for resistance to PIs

From: Automated prediction of HIV drug resistance from genotype data

 

SQV

LPV

FPV

DRV

ATV

NFV

TPV

IDV

Accuracy

0.973

0.979

0.971

0.989

0.982

0.981

0.985

0.979

stddev

0.003

0.003

0.005

0.003

0.002

0.001

0.002

0.002

Sensitivity

0.965

0.977

0.963

0.988

0.979

0.976

0.986

0.976

stddev

0.005

0.004

0.008

0.005

0.005

0.002

0.004

0.002

Specificity

0.980

0.981

0.980

0.990

0.986

0.985

0.984

0.982

stddev

0.004

0.003

0.005

0.004

0.002

0.002

0.003

0.005

Run time

17.2

18.3

21.0

5.1

18.5

31.8

8.8

26.4