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Table 10 Classification using sparse dictionary for resistance to PIs.

From: Prediction of HIV drug resistance from genotype with encoded three-dimensional protein structure

 

ATV

NFV

RTV

IDV

LPV

SQV

TPV

Accuracy

0.973

0.946

0.962

0.969

0.974

0.970

0.990

Stddev (×102)

0.262

0.602

0.269

0.151

0. 292

0.139

0.277

Sensitivity

0.961

0.927

0.968

0.951

0.957

0.959

0.984

Stddev (×102)

0.244

0.635

0.976

0.529

0.494

0.604

0.423

Specificity

0.986

0.967

0.958

0.989

0.992

0.981

0.995

Stddev (×102)

0.661

1.44

1.23

0.297

0.361

0.692

0.199

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BMC Genomics

ISSN: 1471-2164

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