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Table 22 Performance measures of SVR late integration for S2783 data set with reject option.

From: Machine learning integration for predicting the effect of single amino acid substitutions on protein stability

  

cv

test

λ

α

Acc.

Prec.

Recall

FP Rate

Reject

Acc.

Prec.

Recall

FP Rate

Reject

2

1

0.828

0.862

0.512

0.036

0.021

0.834

0.862

0.532

0.037

0.019

2

2

0.834

0.907

0.472

0.021

0.053

0.837

0.897

0.484

0.023

0.056

2

5

0.833

0.961

0.327

0.005

0.123

0.838

0.963

0.328

0.005

0.130

5

1

0.938

0.916

0.856

0.032

0.474

0.940

0.909

0.865

0.033

0.477

5

2

0.949

0.961

0.770

0.009

0.535

0.952

0.963

0.779

0.009

0.541

5

5

0.952

0.937

0.620

0.001

0.570

0.953

0.979

0.630

0.003

0.575

10

1

0.966

0.961

0.872

0.010

0.604

0.965

0.963

0.860

0.010

0.606

10

2

0.970

0.936

0.757

0.001

0.638

0.966

0.977

0.748

0.004

0.638

10

5

0.970

0.860

0.660

0.000

0.652

0.967

0.984

0.675

0.002

0.652