Table 20 Performance measures of SVR early integration (SO) for S2783 data set with reject option.

λ

α

Acc.

Prec.

Recall

FP Rate

Reject

Acc.

Prec.

Recall

FP Rate

Reject

2

1

0.835

0.862

0.538

0.038

0.020

0.836

0.859

0.544

0.039

0.019

2

2

0.838

0.883

0.519

0.030

0.038

0.839

0.878

0.526

0.031

0.036

2

5

0.839

0.947

0.280

0.003

0.147

0.839

0.963

0.278

0.004

0.149

5

1

0.931

0.894

0.887

0.051

0.513

0.926

0.886

0.880

0.054

0.516

5

2

0.952

0.947

0.750

0.007

0.608

0.947

0.963

0.743

0.010

0.612

5

5

0.954

0.857

0.571

0.001

0.640

0.949

0.997

0.530

0.000

0.646

10

1

0.966

0.947

0.827

0.008

0.656

0.961

0.963

0.826

0.010

0.658

10

2

0.968

0.913

0.749

0.003

0.677

0.963

0.976

0.749

0.006

0.678

10

5

0.969

0.775

0.586

0.000

0.695

0.965

0.999

0.566

0.000

0.699