Table 3.

For the XGBoost models.

A		B
Model metrics	Anderson–Darling p	Gain statistics	Anderson–Darling p
Balanced accuracy	0.53	Angina	0.23
Accuracy	0.44	Cholesterol	0.46
F1	0.46	Maximum heart rate	0.3
Sensitivity	0.18	Age	0.27
Specificity	0.36	Resting blood pressure	0.7
PPV	0.22	Sex	0.18
NPV	0.97	Fasting blood sugar	0.99
AUROC	0.64	RestingECG	0.1

Note: (A) Summary of Anderson–Darling test for normality for model metrics. (B) Summary of Anderson–Darling test for normality for gain statistics for model covariates.

Abbreviations: AUROC, area under the receiver operator characteristic curve; NPV, negative predictive value; PPV, positive predictive value; RestingECG, resting electrocardiogram.