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 |