TABLE 10. Performance Comparison of Proposed Method and Traditional ECG Voltage Criteria for Female’s Test Data.
SVM | Cornell voltage | Sokolow-Lyon voltage | |
---|---|---|---|
Cut-off Value | 0.355 | 20 mm | 35 mm |
Accuracy | 76.4% | 93.1% | 91.6% |
Specificity | 76.3% | 99.5% | 97.4% |
Sensitivity | 76.9% | 0% | 7.7% |
Precision | 18.2% | 0% | 16.7% |
F1-score | 29.4% | 0% | 10.5% |
ROC AUC | 0.736 | 0.640 | 0.639 |
PR AUC | 0.180 | 0.111 | 0.089 |
True Negative | 145 | 189 | 185 |
False Negative | 3 | 13 | 12 |
False Positive | 45 | 1 | 5 |
True Positive | 10 | 0 | 1 |