Error

Method

L1 loss

L2 loss

FP

FN

N ( 0 , 1 )

EN

5.3876

8.3052

38.14

0.672

Q-EN

3.1422

2.5163

124.83

0.871

Q-lasso

11.4103

21.1308

12.37

2.05

Q-ridge

8.6309

6.0135

392

0

MN1

EN

5.6724

8.9104

36.43

0.857

Q-EN

4.1052

3.7861

138.56

0.672

Q-lasso

10.7865

23.6209

79.82

1.54

Q-ridge

7.2538

6.4618

392

0

t4

EN

9.0324

12.0174

40.96

0.564

Q-EN

3.0195

2.8739

16.38

4.35

Q-lasso

8.1005

16.0534

7.5

1.782

Q-ridge

6.8751

3.5213

392

0

Laplace

EN

5.1462

8.3367

48.57

0.243

Q-EN

3.9788

1.8142

130.026

0.538

Q-lasso

12.9032

18.9237

40.32

2.45

Q-ridge

8.0914

5.7832

392

0

Cauchy

EN

9.5261

8.6359

55.24

4.78

Q-EN

4.2843

6.1308

12.78

7.56

Q-Lasso

21.7933

75.4103

108.82

3.59

Q-ridge

10.8637

4.6724

392

0