Table 2.

Machine learning classifier performance (%) for cardiovascular disease detection.

Model	Accuracy	Precision	Recall	F1 score	ROC-AUC
RF	88.65	90.03	88.03	88.02	92
KNN	86.45	87.53	86.21	86.25	90
DT	86.35	86.23	86.22	86.22	88
XGB	88.19	88.25	88.01	88.01	94