隐藏层数 | 神经元数量 | R square | MAE | MSE | RMSE | MAPE |
1 | 40 | 0.9257 | 0.2808 | 0.1455 | 0.3815 | 0.0693 |
1 | 60 | 0.9134 | 0.2904 | 0.1598 | 0.3997 | 0.0718 |
1 | 80 | 0.9252 | 0.2783 | 0.1381 | 0.3717 | 0.0668 |
1 | 100 | 0.9222 | 0.2966 | 0.1435 | 0.3789 | 0.0720 |
2 | 40 | 0.9258 | 0.2805 | 0.1454 | 0.3813 | 0.0776 |
2 | 60 | 0.9204 | 0.2766 | 0.1470 | 0.3834 | 0.0656 |
2 | 80 | 0.9071 | 0.3152 | 0.1715 | 0.4142 | 0.0774 |
2 | 100 | 0.9211 | 0.2862 | 0.1455 | 0.3815 | 0.0684 |
3 | 40 | 0.9330 | 0.2610 | 0.1313 | 0.3623 | 0.0680 |
3 | 60 | 0.9163 | 0.2981 | 0.1546 | 0.3932 | 0.0687 |
3 | 80 | 0.9102 | 0.2936 | 0.1657 | 0.4070 | 0.0703 |
3 | 100 | 0.8958 | 0.3249 | 0.1923 | 0.4385 | 0.0782 |
| 平均值 | 0.9180 | 0.2901 | 0.1534 | 0.3911 | 0.0712 |