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. 2021 Jan 5;14:564015. doi: 10.3389/fncom.2020.564015

Table 8.

The performance of four different approaches.

Network Dataset Acc(%) Sen(%) Spe(%) Ppr(%)
The proposed CNN Denoising 97.41 97.05 99.35 97.21
Raw 97.02 96.57 99.25 96.84
Random Forest Denoising 95.72 95.01 98.92 95.58
Raw 95.08 94.50 98.81 95.09
BP Denoising 87.25 85.51 96.77 87.33
Raw 85.98 84.94 96.46 85.14
Acharya et al. (2017b) Denoising 94.07 93.17 98.51 93.67
Raw 93.22 92.23 98.30 92.79