Santa Fe Laser [15]

Test type

Best error

Mean error

Mean error bias

Worst error

Cost

Cost per thread

Mean (best validation error epoch)

A

0.0122094

0.0369875

5.63%

0.0647200

200,075

40,015

1619

B

0.0151571

0.0430133

−17.93%

0.0624001

195,075

39,015

1742

C

0.0138906

0.0323462

11.01%

0.0553674

500,150

50,015

1715

D

0.0186784

0.0606052

38.98%

0.1560946

200,075

40,015

1509

E

0.0203611

0.0656812

54.02%

0.2174987

200,075

40,015

1269

Sequential [9]

0.0571243

0.0695330

−65.25%

0.0721420

269,421

-

-

Concurrent [9]

0.0634781

0.0768557

−68.66%

0.0793412

121,200

-

-

MCNE [8] [9]

0.1471420

0.1949820

−33.44%

0.2188464

100,000

-

-

Lorenz [13]

Test type

Best error

Mean error

Mean error bias

Worst error

Cost

Cost per thread

Mean validation error epoch

A

0.0027403

0.0052443

24.78%

0.0093983

200,075

40,015

1897

B

0.0022897

0.0096347

33.82%

0.0244856

195,075

39,015

1813

C

0.0019629

0.0038730

28.18%

0.0072823

500,150

50,015

1949

D

0.0022847

0.0144763

32.90%

0.0386242

200,075

40,015

1767

E

0.0037872

0.0146563

62.75%

0.0621459

200,075

40,015

1809

Sequential [9]

0.0713540

0.0731450

48.59%

0.0783210

260,668

-

-

Concurrent [9]

0.3214887

0.3445700

22.62%

0.3811421

121,200

-

-

MCNE [8] [9]

0.0747062

0.0753210

73.42%

0.0793321

100,000

-

-

Mackey Glass [14]

Test type

Best error

Mean error

Mean error bias

Worst error

Cost

Cost per thread

Mean validation error epoch

A

0.0027723

0.0037160

45.77%

0.0062529

200,075

40,015

1880

B

0.0027492

0.0037760

14.47%

0.0051503

195,075

39,015

1864

C

0.0023960

0.0033838

11.41%

0.0046261

500,150

50,015

1966

D

0.0010170

0.0040382

6.24%

0.0074617

200,075

40,015

1814

E

0.0020943

0.0043915

36.02%

0.0092757

200,075

40,015

1873

Sequential [9]

0.0019264

0.0045463

−37.10%

0.0057482

271,031

-

-

Concurrent [9]

0.0032004

0.0059527

−56.75%

0.0067121

121,200

-

-

MCNE [8] [9]

0.0123215

0.0252556

−16.57%

0.0345122

100,000

-

-