测试准确率(%) | Epoch 20 | Epoch 40 | Epoch 60 | Epoch 80 | Epoch 100 |
标准网络 | 99.45 | 99.61 | 99.69 | 99.70 | 99.71 |
L1正则化 | 97.26 | 97.55 | 97.95 | 98.02 | 97.88 |
L2正则化 | 97.27 | 97.68 | 97.87 | 97.16 | 98.04 |
Dropout | 95.56 | 96.51 | 97.07 | 97.46 | 97.72 |