Model

Index

Lasso

MTL

L₂₁

Dirty

I

AEIR

0.7283

1.0000

1.0000

0.9700

IEIR

0.0137

0.0031

0.1107

0.1182

MEAN

1.9500

2.5000

3.1400

3.0500

MRMSPE

1.1006

1.8221

1.5094

1.7584

sd (RMSPE)

0.6457

0.5390

0.5145

0.4825

Time (s)

146

13

14

71

II

AEIR

0.8300

0.8750

1.0000

0.8750

IEIR

0.0501

0.1238

0.1521

0.2083

MEAN

3.8700

4.9700

5.7600

6.0000

MRMSPE

1.7501

1.4841

1.5754

1.4191

sd (RMSPE)

0.7766

0.2445

0.1773

0.2008

Time (s)

138

29

29

86

III

AEIR

0.8904

0.8796

0.8896

0.8375

IEIR

0.3601

0.2425

0.2819

0.2145

MEAN

19.4300

15.5200

16.7000

13.6500

MRMSPE

1.4086

1.4702

1.6702

1.8292

sd (RMSPE)

0.6352

0.3166

0.3965

0.2908

Time (s)

420

28

30

99