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

Table 10.

The performance comparison with other algorithms.

References No. of classes Feature set Classifier Accuracy
Li et al. (2014) 5 WPE + RR RF 94.61%
Osowski et al. (2004) 13 HOS + Herminte SVM 98.18%
Martis et al. (2013) 5 Cumulant + PCA NN 94.52%
Acharya et al. (2017a) 2 End-to-end CNN 95.22%
Acharya et al. (2017b) 5 End-to-end CNN 94.03%
Zubair et al. (2016) 5 End-to-end CNN 92.70%
Pławiak and Acharya (2020) 17 Frequency components DGEC 94.60%
Atal and Singh (2020) 5 Gabor Filter + Wavelet BaROA-DCNN 93.19%
The proposed CNN network 5 Wavalet CNN 97.20%