Table 12.
Variance test analysis of different classifiers on raw data.
Class | The proposed CNN | Acharya et al. (2017b) | Random forest | BP network | p-value |
---|---|---|---|---|---|
Acc(%) | 97.02 ± 0.34 | 93.22 ± 0.49 | 95.08 ± 0.39 | 85.97 ± 0.57 | 0.0001 |
Sen(%) | 96.57 ± 0.38 | 92.23 ± 0.50 | 94.50 ± 0.46 | 84.94 ± 0.62 | 0.0001 |
Spe(%) | 99.25 ± 0.08 | 98.30 ± 0.12 | 98.81 ± 0.10 | 96.49 ± 0.14 | 0.0001 |
Ppr(%) | 96.84 ± 0.39 | 92.81 ± 0.57 | 95.10 ± 0.40 | 85.14 ± 0.65 | 0.0001 |