隐藏层数 | 神经元数量 | R square | MAE | MSE | RMSE | MAPE |
1 | 40 | 0.9213 | 0.2834 | 0.1452 | 0.3811 | 0.0765 |
1 | 60 | 0.9352 | 0.2368 | 0.1197 | 0.3459 | 0.0616 |
1 | 80 | 0.9202 | 0.2773 | 0.1474 | 0.3839 | 0.0722 |
1 | 100 | 0.9289 | 0.2601 | 0.1312 | 0.3622 | 0.0649 |
2 | 40 | 0.9207 | 0.2623 | 0.1463 | 0.3825 | 0.0661 |
2 | 60 | 0.9268 | 0.2609 | 0.1351 | 0.3675 | 0.0698 |
2 | 80 | 0.9252 | 0.2610 | 0.1380 | 0.3715 | 0.0654 |
2 | 100 | 0.8985 | 0.3047 | 0.1875 | 0.4330 | 0.0715 |
3 | 40 | 0.9240 | 0.2652 | 0.1403 | 0.3746 | 0.0639 |
3 | 60 | 0.9222 | 0.2673 | 0.1436 | 0.3789 | 0.0658 |
3 | 80 | 0.9249 | 0.2720 | 0.1386 | 0.3723 | 0.0689 |
3 | 100 | 0.9181 | 0.2893 | 0.1511 | 0.3887 | 0.0756 |
| 平均值 | 0.9222 | 0.2700 | 0.1437 | 0.3785 | 0.0685 |