No. of neurons

Learning

rate

Training errors

Testing errors

MAE

RMSE

MAPE

MAE

RMSE

MAPE

1

0.01

29.3257

43.0997

0.0052

28.8843

39.0202

0.0051

0.02

28.7992

41.6904

0.0051

31.4641

44.678

0.0056

0.03

28.2842

40.4712

0.005

32.9049

48.49

0.0059

0.04

28.8775

41.2527

0.0051

31.0507

45.8787

0.0055

0.05

29.8787

42.919

0.0053

26.6029

39.199

0.0047

2

0.01

29.025

41.9828

0.0052

28.6986

40.4702

0.0051

0.02

28.3026

40.1338

0.005

32.0621

46.5422

0.0059

0.03

29.0546

42.4533

0.0052

28.751

39.943

0.0051

0.04

28.7783

41.7268

0.0051

30.0445

40.3356

0.0054

0.05

29.6597

42.8283

0.0053

27.759

38.6707

0.0049

3

0.01

29.5372

41.8443

0.0053

25.647

38.7203

0.0046

0.02

27.8291

40.2713

0.005

29.8374

42.0834

0.0053

0.03

28.112

39.0596

0.005

29.0637

46.232

0.0052

0.04

28.6236

40.5116

0.0051

28.9463

45.5489

0.0052

0.05

29.5534

43.0067

0.0053

24.4005

32.3057

0.0043

4

0.01

27.7926

39.6275

0.0049

29.3409

42.169

0.0052

0.02

27.2729

37.9811

0.0048

32.2577

49.3097

0.0058

0.03

28.3979

40.7505

0.0051

27.7713

39.2605

0.0049

0.04

27.3509

39.61

0.0048

30.5209

43.0057

0.0055

0.05

27.8476

40.35

0.005

28.8212

39.8592

0.0051

5

0.01

27.9522

39.9561

0.005

28.4914

41.5469

0.0051

0.02

27.08

37.5213

0.0048

31.5419

49.5681

0.0057

0.03

26.7677

38.8812

0.0048

33.4268

45.55

0.0058

0.04

28.8559

41.7109

0.0051

25.2267

33.3983

0.0046

0.05

27.6167

38.5143

0.0049

30.6614

48.5117

0.0054

6

0.01

27.7355

38.0092

0.0049

27.4796

46.7189

0.005

0.02

27.8336

39.3838

0.0049

29.3462

44.0218

0.0053

0.03

28.0953

39.8763

0.005

27.7341

39.2904

0.0049

0.04

27.9208

39.8715

0.005

27.4001

40.5192

0.0049

0.05

27.4916

39.5661

0.0049

30.2008

42.1547

0.0053

7

0.01

27.6289

40.3299

0.0049

27.8593

37.4198

0.0049

0.02

27.3334

39.4588

0.0049

28.8963

40.7495

0.0051

0.03

27.2396

38.2949

0.0049

30.4093

45.7805

0.0053

0.04

27.6299

38.0265

0.0049

28.2331

46.2333

0.0051

0.05

28.8575

40.8435

0.0051

23.6346

35.1238

0.0042

8

0.01

27.4267

39.3352

0.0049

28.4587

40.4372

0.0051

0.02

27.205

39.2316

0.0048

29.4221

40.4111

0.0052

0.03

27.4378

40.1557

0.0049

29.6441

38.5847

0.0052

0.04

27.3217

40.1605

0.0049

29.4235

40.1436

0.0052

0.05

28.9909

41.4089

0.0052

21.9639

30.3524

0.0038

9

0.01

26.6801

37.023

0.0047

32.8156

50.9476

0.0059

0.02

27.1671

38.74

0.0048

28.3888

41.8496

0.0051

0.03

26.7752

38.0435

0.0047

32.6499

46.2308

0.0059

0.04

26.9602

37.4641

0.0048

29.6187

45.9817

0.0053

0.05

27.8667

40.0437

0.0049

26.8475

36.4469

0.0048

10

0.01

26.3199

36.9495

0.0047

32.4627

48.8695

0.0058