Table 2.

The fivefold cross-validated accuracy for the following machine learning algorithms: DTs, RF, SVMs, and GNB.

Disease	DTs	RF	KNN	SVMs	GNB
HCM	89.15%	91.04%	92.33%	94.85%	82.17%
CAD	87.90%	92.21%	91.50%	95.07%	90.07%
AD	74.56%	83.23%	84.48%	87.70%	82.61%
IDCM	87.632%	94.048%	94.93%	96.31%	81.75%
T2DM	61.81%	80.75%	70.30%	89.54%	80.75%