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Table 1 Regression on predicted resistance for eight PR inhibitors

From: Automated prediction of HIV drug resistance from genotype data

 

RF Regression

KNN Regression

R2 values

R2 values

 

mean

stddev

mean

stddev

SQV

0.858

0.034

0.719

0.042

LPV

0.953

0.010

0.928

0.013

FPV

0.859

0.027

0.822

0.032

DRV

0.920

0.019

0.924

0.019

ATV

0.906

0.016

0.851

0.032

NFV

0.909

0.026

0.836

0.020

TPV

0.772

0.147

0.735

0.102

IDV

0.890

0.023

0.794

0.045

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BMC Bioinformatics

ISSN: 1471-2105

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