Evolving LSTM Networks for Time-Series Classification in EdgeIoT

Table 2

The testing accuracy results over 10 independent runs.

Runs	LSTM	CSC	SCA	PSO	GA
1	95.1	97.8	98.9	96.2	96.2
2	95.4	97.8	98.1	95.1	96.2
3	93.8	98.1	96.5	93.5	96.5
4	94.6	98.4	94.9	94.6	97.3
5	94.6	97.0	96.8	97.6	94.6
6	94.1	97.6	96.5	96.4	95.4
7	95.4	97.3	97.3	97.3	96.8
8	92.4	97.3	97.3	95.4	96.8
9	94.3	96.8	97.3	96.2	96.8
10	95.7	97.6	97.0	95.4	97.3
Avg.	94.5	97.6	97.1	95.8	96.5
Var.	0.94	0.24	1.14	1.51	0.70