Table 7.
Model ID | Number of LSTM Layers | Memory Units in LSTM Layer | Accuracy | Training Time/(seconds) |
---|---|---|---|---|
1 | 1 | 50 | 0.969 | 667.246 |
2 | 1 | 100 | 0.972 | 680.387 |
3 | 1 | 150 | 0.964 | 713.444 |
4 | 2 | 150 and 50 | 0.975 | 926.419 |
5 | 2 | 150 and 100 | 0.977 | 927.310 |
6 | 2 | 150 and 150 | 0.972 | 934.193 |