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. 2021 Jan 25;7:e344. doi: 10.7717/peerj-cs.344

Table 3. Classification accuracy of the proposed method based on 30 different runs.

Number of experiments Training accuracy (%) Validation accuracy (%) Testing accuracy (%) Percent error
1 97.7 96.5 98.7 1.3
2 98.5 98.7 98.8 1.2
3 98.9 97.9 99.2 0.8
4 98.2 98.7 98.5 1.5
5 97.7 97.2 98.6 1.4
6 98.6 98.6 98.8 1.2
7 98.8 98.5 99.2 0.8
8 98.4 98.2 98.4 1.6
9 98.7 98.7 99.2 0.8
10 98.5 98.5 98.8 1.2
11 98.2 98.2 98.8 1.2
12 98.8 98.8 99.2 0.8
13 98.3 98.0 98.6 1.4
14 98.5 98.3 98.8 1.2
15 98.3 98.5 98.7 1.3
16 98.5 98.5 98.9 1.1
17 98.6 98.5 99.2 0.8
18 98.8 98.5 99.2 0.8
19 98.9 98.7 98.8 1.2
20 98.8 98.5 98.9 1.1
21 98.2 98.2 98.5 1.5
22 98.5 98.5 98.7 1.3
23 98.9 98.8 98.8 1.2
24 98.6 98.5 98.3 1.7
25 98.5 98.5 98.8 1.2
26 98.4 98.4 99.0 1.0
27 98.9 98.5 99.1 0.9
28 98.6 98.1 98.4 1.6
29 98.2 98.3 98.9 1.1
30 98.6 97.5 98.6 1.4
Average 98.5 98.3 98.8 1.2