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. 2021 Nov 17;21(22):7628. doi: 10.3390/s21227628

Table 4.

Comparison of results of previous study with this study.

Task Badura’s MLP Accuracy (%) Kim’s SVM Accuracy (%) DC+G Accuracy (%)
1 87.5 100 98.5
2 92.2 100 98.5
3 100 100 99.6
4 89.1 87.5 99.0
5 70.3 76.5 96.7
6 89.1 100 97.9
7 76.6 100 99.0
8 76.6 92.9 98.9
9 89.1 100 97.8
10 70.3 78.6 98.2
11 78.1 100 97.8
12 79.7 80.0 98.2
13 62.5 90.0 98.1
14 67.2 100 99.1
Average 80.6 93.2 98.4
Standard deviation 10.9 9.1 0.7