MLR

ANN

Derivatives

logAI

Pred_MLR(logAI)

e(MLR)

Pred_ANN(logAI)

e(ANN)

DP01

0.5668

0.4731

0.0937

0.4425

0.1243

DP02

0.4132

0.5235

−0.1103

0.3976

0.0156

DP03

0.4664

0.7458

−0.2794

0.4716

−0.0052

DP04

0.4334

0.4209

0.0125

0.4938

−0.0604

DP05

0.3028

0.4688

−0.1661

0.4259

−0.1231

DP06

0.3727

0.6972

−0.3245

0.3974

−0.0247

DP07

0.4332

0.3424

0.0908

0.5406

−0.1074

DP08

0.5092

0.4264

0.0828

0.5092

0.0000

DP09

0.2914

0.5542

−0.2628

0.3759

−0.0845

DP10

1.4838

1.5966

−0.1128

1.3969

0.0869

DP11

1.5957

1.7407

−0.1450

1.6404

−0.0447

DP12

1.6146

1.7483

−0.1337

1.6358

−0.0212

DP13

0.4076

0.3962

0.0114

0.4153

−0.0077

DP14

0.5037

0.5384

−0.0346

0.4135

0.0902

DP15

0.6403

0.5545

0.0859

0.4434

0.1969

DP16

2.1460

2.2623

−0.1163

2.3098

−0.1638

DP17

2.3530

2.0932

0.2598

2.3101

0.0429

DP18

2.1503

2.0612

0.0891

2.1969

−0.0466

DP19

2.3567

1.9162

0.4405

2.2501

0.1066

DP20

2.1688

1.6999

0.4689

2.1872

−0.0184

DP21

2.2822

1.8686

0.4136

2.2725

0.0097

DP22

2.2091

2.2025

0.0066

2.1071

0.1020

DP23

2.1242

1.9556

0.1686

2.2650

−0.1408

DP24

2.1887

2.8790

−0.6902

2.3704

−0.1817

DP25

2.5777

3.0684

−0.4908

2.2884

0.2893

DP26

2.1253

1.6098

0.5155

1.9419

0.1834

DP27

2.1776

2.1320

0.0456

2.0162

0.1614

DP28

2.1390

2.1310

0.0080

2.0904

0.0486

RMSE(RMCE)

0.2715

0.1138