Table 2 ECG window by the method proposed in 5 different cases
Average accuracy % | |||||
|---|---|---|---|---|---|
Classifier | Heartbeat | P | QRS | T | |
Healthy | LDA | 99.99 | 99.95 | 99.98 | 99.95 |
k-NN | 99.99 | 99.96 | 99.98 | 99.95 | |
SVM | 99.99 | 99.96 | 99.98 | 99.96 | |
Arrhythmia | LDA | 99.97 | 99.01 | 99.93 | 99.03 |
k-NN | 99.97 | 99.03 | 99.94 | 99.04 | |
SVM | 99.97 | 99.08 | 99.94 | 99.04 | |
Atrial fibrillation | LDA | 99.97 | 98.07 | 99.95 | 99.98 |
k-NN | 99.97 | 99.07 | 99.98 | 99.98 | |
SVM | 99.99 | 99.03 | 99.98 | 99.07 | |