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