Research Article
Evolving LSTM Networks for Time-Series Classification in EdgeIoT
Table 4
The testing accuracy results over 10 independent runs.
| Run | LSTM | CSC | SCA | PSO | GA |
| 1 | 69 | 80 | 76 | 78 | 73 | 2 | 77 | 80 | 76 | 76 | 70 | 3 | 74 | 80 | 71 | 82 | 79 | 4 | 66 | 77 | 82 | 74 | 75 | 5 | 76 | 80 | 81 | 77 | 80 | 6 | 69 | 81 | 73 | 79 | 66 | 7 | 75 | 80 | 69 | 72 | 79 | 8 | 68 | 78 | 78 | 76 | 70 | 9 | 59 | 80 | 75 | 77 | 72 | 10 | 73 | 81 | 75 | 76 | 72 | Avg. | 70.6 | 79.7 | 75.6 | 76.7 | 73.6 | Var. | 30.49 | 1.57 | 16.49 | 7.34 | 21.56 |
|
|