TABLE III.
Performance Comparison With Existing Methods
Method | AF Accuracy (%) | PAC Accuracy (%) | Overall Accuracy (%) |
---|---|---|---|
Statistical method [6] | 95.60 | 26.96 | 61.28 |
Lorentz plot [7] | 78.20 | 87.20 | 82.70 |
MCCE [11] | 77.08 | 74.18 | 75.63 |
Predictive power of AR [11] | 88.52 | 75.60 | 82.06 |
COSEn [8] | 80.06 | 80.16 | 80.11 |
Our method with SVM | 91.06 | 90.29 | 90.68 |
Our method with RF | 93.87 | 90 | 91.93 |