Open Access
表1
神经网络训练结果
| 序号 | 网络结构 | 训练集损失 | 验证集损失 |
| 1 | T=200, L=60, Nc=16, D=96, NF1=200, NF2=100, b=64 | 7.25×10-3 | 1.48×10-1 |
| 2 | T=200, L=30, Nc=16, D=64, NF1=200, NF2=50, b=64 | 7.31×10-3 | 1.57×10-1 |
| 3 | T=200, L=30, Nc=16, D=96, NF1=150, NF2=100, b=64 | 7.56×10-3 | 1.33×10-1 |
| 4 | T=200, L=60, Nc=16, D=96, NF1=150, NF2=100, b=64 | 7.57×10-3 | 1.49×10-1 |
| 5 | T=200, L=30, Nc=64, D=128, NF1=200, NF2=100, b=64 | 7.58×10-3 | 1.35×10-1 |
| 6 | T=200, L=30, Nc=32, D=96, NF1=150, NF2=50, b=64 | 7.70×10-3 | 1.51×10-1 |
| 7 | T=200, L=60, Nc=16, D=128, NF1=200, NF2=100, b=64 | 7.78×10-3 | 1.58×10-1 |
| 8 | T=200, L=30, Nc=32, D=96, NF1=200, NF2=100, b=64 | 7.79×10-3 | 1.44×10-1 |
| 9 | T=200, L=30, Nc=16, D=96, NF1=200, NF2=100, b=64 | 7.84×10-3 | 1.43×10-1 |
| 10 | T=200, L=60, Nc=16, D=128, NF1=150, NF2=50, b=64 | 7.85×10-3 | 1.52×10-1 |
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