样本序号 实际值/MM | 预测值/MM 相对误差/% | ||||||
LSTM | RNN | FCNN | LSTM | RNN | FCNN | ||
1 | 1.4 | 1.5 | 1.7 | 1.8 | 7.1 | 21 | 28 |
2 | 3.5 | 3.4 | 3.7 | 2.9 | 2.8 | 5.7 | 17 |
3 | 7.6 | 7.3 | 7.2 | 8.2 | 3.9 | 5.2 | 7.8 |
4 | 2.3 | 2.6 | 2.7 | 2.9 | 11 | 17 | 26 |
5 | 1.1 | 1.2 | 1.3 | 1.2 | 9 | 18 | 9 |
6 | 5.3 | 5.2 | 5.5 | 5.1 | 1.8 | 3.7 | 3.7 |
7 | 6.9 | 7.5 | 7.1 | 7.2 | 8.6 | 2.8 | 4.3 |
8 | 2.5 | 2.7 | 2.9 | 3 | 8 | 16 | 20 |
9 | 3.2 | 3 | 3.5 | 3.4 | 6.2 | 9.3 | 6.2 |
10 | 4.7 | 4.5 | 4.3 | 5.1 | 4.2 | 8.5 | 8.5 |
平均相对误差/% | 6.26 | 10.7 | 13.05 |