Research Article
Interpretable Detection and Location of Myocardial Infarction Based on Ventricular Fusion Rule Features
Table 10
Detailed performance comparison between XGBoost and other basic classifiers.
| Classifier | Rule features (%) | Ventricular activity features (%) | Ventricular fusion rule features (%) |
| GNB | 42.68 | 48.00 | 56.11 | LDA | 55.63 | 76.00 | 84.98 | LR | 61.98 | 82.17 | 92.57 | DT | 93.53 | 92.84 | 95.65 | SVM | 89.00 | 98.55 | 99.08 | KNN | 95.33 | 98.15 | 99.06 | XGBoost | 99.67 | 99.70 | 99.86 |
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