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Table 11 Classification using sparse dictionary 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

0.918

0.915

0.932

0.879

0.816

0.852

Stddev (×102)

3.44

3.14

4.20

5.06

7.63

7.20

Sensitivity

0.963

0.872

0.947

0.814

0.801

0.789

Stddev (×102)

2.60

5.08

4.73

6.81

6.11

8.45

Specificity

0.888

0.973

0.933

0.987

0.860

0.972

Stddev (×102)

6.78

0.185

8.75

1.02

12.1

4.19