Cond_Disc_Method_Case

R_square

R a d j 2

F_ratio

SD

Erav%

Era,av%

Era,min%

Era,max%

MARE

AARD

AAD

RMSE

FR_Pt_case a_NN_T_T

0.9881

0.988

18,379.5

0.124

−0.9935

5.121

1.03E−02

117.9

0.0173

0.0512

0.0198

30.13

FR_Pt_case a_Reg_T_T

0.9193

0.9181

796.9

0.7656

6.85

20.89

4.93E−02

924.6

0.0561

0.2089

0.5834

86.7

FR_Pt_case b_NN_sqrtT_T

0.9903

0.9901

19136

0.0881

0.3389

4.166

9.81E−03

75.73

0.0163

0.0417

0.0197

26.86

FR_Pt_case b_Reg_sqrtT_T

0.9304

0.9294

973.6

0.2109

−2.378

12.31

1.23E−01

189.7

0.0528

0.1232

0.0443

80.49

FR_Pt_case c_NN_sqrtT_sqrtT

0.9927

0.9926

23,077.9

0.03

0.244

1.753

1.48E−02

19.23

0.012

0.0175

0.0011

0.514

FR_Pt_case c_Reg_sqrtT_sqrtT

0.9453

0.9446

1210.7

0.0908

−0.7787

5.943

6.15E−02

70.2

0.0416

0.0594

0.0082

1.5257

FL_Pt_case a NN_T_T

0.9885

0.9883

12,563.8

0.1422

−0.0198

6.577

1.67E−02

122.6

0.0197

0.0658

0.0224

26.36

FL_Pt_case a Reg_T_T

0.9449

0.9441

1159.6

1.1408

15.5

27.94

1.55E−01

1026.8

0.0446

0.2794

1.2951

61.2

FL_Pt_case b NN_sqrtT_T

0.9935

0.9934

16,058.2

0.0606

0.3501

4.026

2.78E−02

38.49

0.0148

0.0386

0.0038

20.96

FL_Pt_caseb_Reg_sqrtT_T

0.9764

0.9764

2799.4

0.1054

−0.5811

7.799

5.06E−02

39.41

0.0308

0.078

0.0111

40.02

FL_Pt_case c NN_sqrtT_sqrtT

0.9942

0.9941

18,341.6

0.0337

0.2189

2.016

9.41E−03

22.6

0.0128

0.0202

0.0012

0.4968

FL_Pt_case c Reg_sqrtT_sqrtT

0.9812

0.9809

3528.8

0.0533

−0.1491

3.91

2.53E−02

22.16

0.0263

0.0391

0.0028

0.9015

FR_Pd_case a NN_T_T

0.9939

0.9937

18,886.4

0.0954

−0.1059

4.862

2.99E−02

76.68

0.0151

0.0486

0.0101

18.61

FR_Pd_case a Reg_T_T

0.9226

0.9208

634.5

0.6627

6.805

24.62

9.89E−02

526.1

0.0577

0.2462

0.4371

66.9

FR_Pd_case b NN_sqrtT_T

0.9941

0.994

21,854.8

0.057

0.0942

3.883

2.18E−02

29.74

0.0145

0.0388

0.0033

18.05

FR_Pd_caseb_Reg_sqrtT_T

0.9513

0.9501

1030.8

0.1724

−1.659

12.91

3.43E−02

58.65

0.0454

0.1291

0.0296

52.83

FR_Pd_case c NN_sqrtT_sqrtT

0.9953

0.9951

24,028.4

0.0275

0.0198

1.836

8.68E−03

13.68

0.0126

0.0184

0.0008

0.4262

FR_Pd_case c Reg_sqrtT_sqrtT

0.9547

0.9536

892.6

0.0862

−0.4603

6.43

1.71E−02

35.69

0.0433

0.0643

0.0074

1.3296

FL_Pd_case a NN_T_T

0.9859

0.9857

8538.4

0.094

0.4295

5.294

2.12E−02

67.48

0.0209

0.0529

0.0094

26.08