表 3. Comparison results of LSTM and BiLSTM classification networks.
LSTM与BiLSTM分类网络结果对比
| 分类网络类型 | 不同数量输出单元的准确率 | |||||
| 8 | 16 | 32 | 64 | 128 | 154 | |
| LSTM | 86.88% | 91.25% | 93.75% | 91.25% | 91.25% | 91.56% |
| BiLSTM | 95.90% | 93.13% | 96.94% | 92.50% | 92.19% | 93.75% |
LSTM与BiLSTM分类网络结果对比
| 分类网络类型 | 不同数量输出单元的准确率 | |||||
| 8 | 16 | 32 | 64 | 128 | 154 | |
| LSTM | 86.88% | 91.25% | 93.75% | 91.25% | 91.25% | 91.56% |
| BiLSTM | 95.90% | 93.13% | 96.94% | 92.50% | 92.19% | 93.75% |