No. of trainings

Model

Learning

rate

Training error

Testing error

MAE

RMSE

MAPE

MAE

RMSE

MAPE

10

BPNN(1-4-1)

0.02

30.5309

43.7944

0.0054

24.5867

33.3783

0.0043

BPNN(4-9-1)

0.01

28.3869

41.056

0.005

25.247

33.2359

0.0045

20

BPNN(1-4-1)

0.05

30.3684

44.1986

0.0054

25.297

34.0985

0.0044

BPNN(4-8-1)

0.04

28.966

41.1678

0.0051

22.9258

31.6313

0.0041

50

BPNN(1-6-1)

0.03

30.3025

43.5604

0.0054

24.8432

34.7564

0.0044

BPNN(4-8-1)*

0.05

28.9909

41.4089

0.0052

21.9639

30.3524

0.0038

100

BPNN(1-7-1)

0.01

30.1717

43.7776

0.0054

25.169

34.589

0.0044

BPNN(4-10-1)

0.04

28.2979

40.4087

0.005

24.7106

33.6052

0.0043