模型 | 二分类 | 多分类 | ||
Accuracy (%) | F1 (%) | Accuracy (%) | F1 (%) | |
Dense | 96.32 | 95.76 | 82.45 | 79.89 |
GRU | 98.57 | 98.34 | 85.56 | 84.94 |
1DCNN | 98.62 | 98.24 | 85.73 | 84.38 |
CNN-LSTM | 98.91 | 98.71 | 86.98 | 87.23 |
本文方法 | 98.89 | 99.32 | 87.53 | 88.56 |