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Table 5 Classification using SVM for Resistance to NRTIs.

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

 

3TC

ABC

AZT

D4T

DDI

TDF

Accuracy

0.987

0.981

0.984

0.992

0.965

0.975

Stddev (×102)

0.484

0.234

0.390

0.371

0.289

0.914

Sensitivity

0.984

0.981

0.984

0.991

0.977

0.979

Stddev (×102)

0.613

0.379

0.627

0.417

0.436

1.21

Specificity

0.991

0.982

0.984

0.993

0.954

0.970

Stddev (×102)

0.510

0.397

0.470

0.505

0.625

1.76