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Table 7 Classification using ANN for Resistance to PIs.

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

 

ATV

IDV

NFV

RTV

LPV

SQV

TPV

Accuracy

0.958

0.944

0.917

0.934

0.963

0.957

0.951

Stddev (×102)

0.320

1.25

1.38

1.44

0.641

0. 723

1.27

Sensitivity

0.959

0.940

0.913

0.935

0.965

0.958

0.953

Stddev (×102)

0.460

1.56

2.46

1.13

0.741

0.483

1.89

Specificity

0.957

0.947

0.922

0.933

0.961

0.956

0.950

Stddev (×102)

0.440

0.944

1.05

1.97

0.598

1.06

0. 672